warning: commands will be executed using /bin/sh
job 1305 at Fri Jun 14 03:38:00 2013
FileBase	/isis3/andresg/Bud/buddy140_060813_reo/buddy140_060813_reo
ElecNo	14
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 1863812 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 621270 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 32724 members 
Mstep: Class 3 contains 32758 members 
Mstep: Class 4 contains 32557 members 
Mstep: Class 5 contains 32631 members 
Mstep: Class 6 contains 32899 members 
Mstep: Class 7 contains 32484 members 
Mstep: Class 8 contains 32685 members 
Mstep: Class 9 contains 32575 members 
Mstep: Class 10 contains 32842 members 
Mstep: Class 11 contains 32572 members 
Mstep: Class 12 contains 32409 members 
Mstep: Class 13 contains 32770 members 
Mstep: Class 14 contains 32871 members 
Mstep: Class 15 contains 32927 members 
Mstep: Class 16 contains 32652 members 
Mstep: Class 17 contains 32754 members 
Mstep: Class 18 contains 32659 members 
Mstep: Class 19 contains 32500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1027.948730 but Gain 2167.671875
Score: -73757296.000000 Penalty: 39018.101562
Iteration 0F: 19 clusters Score -7.37573e+07 nChanged 585347
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 30555 members 
Mstep: Class 3 contains 50809 members 
Mstep: Class 4 contains 44530 members 
Mstep: Class 5 contains 31461 members 
Mstep: Class 6 contains 38601 members 
Mstep: Class 7 contains 42472 members 
Mstep: Class 8 contains 49813 members 
Mstep: Class 9 contains 32534 members 
Mstep: Class 10 contains 46920 members 
Mstep: Class 11 contains 43803 members 
Mstep: Class 12 contains 40288 members 
Mstep: Class 13 contains 12561 members 
Mstep: Class 15 contains 23374 members 
Mstep: Class 16 contains 36269 members 
Mstep: Class 17 contains 29175 members 
Mstep: Class 18 contains 30198 members 
Mstep: Class 19 contains 24127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74832352.000000 Penalty: 39018.101562
Iteration 1F: 19 clusters Score -7.483235e+07 nChanged 176467
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 30147 members 
Mstep: Class 3 contains 51389 members 
Mstep: Class 4 contains 53148 members 
Mstep: Class 5 contains 28328 members 
Mstep: Class 6 contains 41550 members 
Mstep: Class 7 contains 50122 members 
Mstep: Class 8 contains 60509 members 
Mstep: Class 9 contains 32212 members 
Mstep: Class 10 contains 53575 members 
Mstep: Class 11 contains 34487 members 
Mstep: Class 12 contains 45789 members 
Mstep: Class 13 contains 7533 members 
Mstep: Class 15 contains 14993 members 
Mstep: Class 16 contains 38588 members 
Mstep: Class 17 contains 29656 members 
Mstep: Class 18 contains 21459 members 
Mstep: Class 19 contains 19279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74985224.000000 Penalty: 39018.101562
Iteration 2F: 19 clusters Score -7.498522e+07 nChanged 122255
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 27974 members 
Mstep: Class 3 contains 58472 members 
Mstep: Class 4 contains 59556 members 
Mstep: Class 5 contains 24716 members 
Mstep: Class 6 contains 43224 members 
Mstep: Class 7 contains 53675 members 
Mstep: Class 8 contains 70136 members 
Mstep: Class 9 contains 30070 members 
Mstep: Class 10 contains 56476 members 
Mstep: Class 11 contains 29026 members 
Mstep: Class 12 contains 50328 members 
Mstep: Class 13 contains 4464 members 
Mstep: Class 15 contains 9832 members 
Mstep: Class 16 contains 38108 members 
Mstep: Class 17 contains 29599 members 
Mstep: Class 18 contains 15107 members 
Mstep: Class 19 contains 15257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75087440.000000 Penalty: 39018.101562
Iteration 3F: 19 clusters Score -7.508744e+07 nChanged 104056
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 24417 members 
Mstep: Class 3 contains 71069 members 
Mstep: Class 4 contains 64932 members 
Mstep: Class 5 contains 20865 members 
Mstep: Class 6 contains 44793 members 
Mstep: Class 7 contains 55605 members 
Mstep: Class 8 contains 77972 members 
Mstep: Class 9 contains 26677 members 
Mstep: Class 10 contains 56692 members 
Mstep: Class 11 contains 25700 members 
Mstep: Class 12 contains 53346 members 
Mstep: Class 13 contains 2802 members 
Mstep: Class 15 contains 7144 members 
Mstep: Class 16 contains 35342 members 
Mstep: Class 17 contains 28472 members 
Mstep: Class 18 contains 10414 members 
Mstep: Class 19 contains 11461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75172080.000000 Penalty: 39018.101562
Iteration 4F: 19 clusters Score -7.517208e+07 nChanged 94021
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 20194 members 
Mstep: Class 3 contains 88988 members 
Mstep: Class 4 contains 69239 members 
Mstep: Class 5 contains 16897 members 
Mstep: Class 6 contains 47158 members 
Mstep: Class 7 contains 56251 members 
Mstep: Class 8 contains 83377 members 
Mstep: Class 9 contains 22616 members 
Mstep: Class 10 contains 54479 members 
Mstep: Class 11 contains 22881 members 
Mstep: Class 12 contains 55379 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 15 contains 5797 members 
Mstep: Class 16 contains 30588 members 
Mstep: Class 17 contains 26357 members 
Mstep: Class 18 contains 7925 members 
Mstep: Class 19 contains 8208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75245088.000000 Penalty: 39018.101562
Iteration 5F: 19 clusters Score -7.524509e+07 nChanged 86299
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 15975 members 
Mstep: Class 3 contains 109132 members 
Mstep: Class 4 contains 72757 members 
Mstep: Class 5 contains 13188 members 
Mstep: Class 6 contains 50585 members 
Mstep: Class 7 contains 56002 members 
Mstep: Class 8 contains 86308 members 
Mstep: Class 9 contains 18420 members 
Mstep: Class 10 contains 50706 members 
Mstep: Class 11 contains 20403 members 
Mstep: Class 12 contains 57162 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 15 contains 5168 members 
Mstep: Class 16 contains 24726 members 
Mstep: Class 17 contains 23453 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 5891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75298616.000000 Penalty: 39018.101562
Iteration 6F: 19 clusters Score -7.529862e+07 nChanged 76392
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 12410 members 
Mstep: Class 3 contains 121897 members 
Mstep: Class 4 contains 75829 members 
Mstep: Class 5 contains 10439 members 
Mstep: Class 6 contains 55386 members 
Mstep: Class 7 contains 56646 members 
Mstep: Class 8 contains 88006 members 
Mstep: Class 9 contains 14779 members 
Mstep: Class 10 contains 47212 members 
Mstep: Class 11 contains 18784 members 
Mstep: Class 12 contains 60125 members 
Mstep: Class 13 contains 1702 members 
Mstep: Class 15 contains 4914 members 
Mstep: Class 16 contains 19125 members 
Mstep: Class 17 contains 20162 members 
Mstep: Class 18 contains 7369 members 
Mstep: Class 19 contains 4377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2142.002441 but Gain 2167.671875
Score: -75332544.000000 Penalty: 36850.429688
Iteration 7F: 18 clusters Score -7.533254e+07 nChanged 65803
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10006 members 
Mstep: Class 3 contains 124727 members 
Mstep: Class 4 contains 78105 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 61318 members 
Mstep: Class 7 contains 59275 members 
Mstep: Class 8 contains 88645 members 
Mstep: Class 9 contains 12282 members 
Mstep: Class 10 contains 45112 members 
Mstep: Class 11 contains 18356 members 
Mstep: Class 12 contains 64566 members 
Mstep: Class 15 contains 4810 members 
Mstep: Class 16 contains 14498 members 
Mstep: Class 17 contains 17206 members 
Mstep: Class 18 contains 8002 members 
Mstep: Class 19 contains 3631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75362488.000000 Penalty: 36850.429688
Iteration 8F: 18 clusters Score -7.536249e+07 nChanged 54609
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8385 members 
Mstep: Class 3 contains 121289 members 
Mstep: Class 4 contains 78964 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 67531 members 
Mstep: Class 7 contains 63133 members 
Mstep: Class 8 contains 87785 members 
Mstep: Class 9 contains 10694 members 
Mstep: Class 10 contains 43998 members 
Mstep: Class 11 contains 18293 members 
Mstep: Class 12 contains 69545 members 
Mstep: Class 15 contains 4732 members 
Mstep: Class 16 contains 10774 members 
Mstep: Class 17 contains 14477 members 
Mstep: Class 18 contains 8646 members 
Mstep: Class 19 contains 3408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75389856.000000 Penalty: 36850.429688
Iteration 9F: 18 clusters Score -7.538986e+07 nChanged 46693
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7242 members 
Mstep: Class 3 contains 115843 members 
Mstep: Class 4 contains 78686 members 
Mstep: Class 5 contains 7542 members 
Mstep: Class 6 contains 73465 members 
Mstep: Class 7 contains 68034 members 
Mstep: Class 8 contains 86014 members 
Mstep: Class 9 contains 9655 members 
Mstep: Class 10 contains 43727 members 
Mstep: Class 11 contains 18386 members 
Mstep: Class 12 contains 74084 members 
Mstep: Class 15 contains 4595 members 
Mstep: Class 16 contains 7779 members 
Mstep: Class 17 contains 11947 members 
Mstep: Class 18 contains 9234 members 
Mstep: Class 19 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1946.136841 but Gain 2167.675781
Score: -75413992.000000 Penalty: 34682.753906
Iteration 10F: 17 clusters Score -7.541399e+07 nChanged 41847
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 6418 members 
Mstep: Class 3 contains 110781 members 
Mstep: Class 4 contains 77353 members 
Mstep: Class 5 contains 7386 members 
Mstep: Class 6 contains 77797 members 
Mstep: Class 7 contains 74301 members 
Mstep: Class 8 contains 83602 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 43934 members 
Mstep: Class 11 contains 18639 members 
Mstep: Class 12 contains 77898 members 
Mstep: Class 15 contains 4345 members 
Mstep: Class 16 contains 5423 members 
Mstep: Class 17 contains 9846 members 
Mstep: Class 18 contains 10679 members 
Mstep: Class 19 contains 3829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75436856.000000 Penalty: 34682.753906
Iteration 11F: 17 clusters Score -7.543686e+07 nChanged 35502
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 5809 members 
Mstep: Class 3 contains 106169 members 
Mstep: Class 4 contains 75516 members 
Mstep: Class 5 contains 7283 members 
Mstep: Class 6 contains 80398 members 
Mstep: Class 7 contains 80838 members 
Mstep: Class 8 contains 81131 members 
Mstep: Class 9 contains 8668 members 
Mstep: Class 10 contains 44391 members 
Mstep: Class 11 contains 18797 members 
Mstep: Class 12 contains 80849 members 
Mstep: Class 15 contains 4029 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 8265 members 
Mstep: Class 18 contains 11146 members 
Mstep: Class 19 contains 4250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75454144.000000 Penalty: 34682.753906
Iteration 12F: 17 clusters Score -7.545414e+07 nChanged 31748
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 5377 members 
Mstep: Class 3 contains 102529 members 
Mstep: Class 4 contains 73704 members 
Mstep: Class 5 contains 7128 members 
Mstep: Class 6 contains 81440 members 
Mstep: Class 7 contains 87046 members 
Mstep: Class 8 contains 78444 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 45436 members 
Mstep: Class 11 contains 18986 members 
Mstep: Class 12 contains 83197 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 2554 members 
Mstep: Class 17 contains 7046 members 
Mstep: Class 18 contains 11532 members 
Mstep: Class 19 contains 4712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2004.452515 but Gain 2167.669922
Score: -75468088.000000 Penalty: 32515.083984
Iteration 13F: 16 clusters Score -7.546809e+07 nChanged 30746
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 5158 members 
Mstep: Class 3 contains 99800 members 
Mstep: Class 4 contains 72071 members 
Mstep: Class 5 contains 7023 members 
Mstep: Class 6 contains 81560 members 
Mstep: Class 7 contains 93691 members 
Mstep: Class 8 contains 75674 members 
Mstep: Class 9 contains 8299 members 
Mstep: Class 10 contains 47089 members 
Mstep: Class 11 contains 19157 members 
Mstep: Class 12 contains 85105 members 
Mstep: Class 15 contains 3365 members 
Mstep: Class 17 contains 6176 members 
Mstep: Class 18 contains 11868 members 
Mstep: Class 19 contains 5218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75481184.000000 Penalty: 32515.083984
Iteration 14Q: 16 clusters Score -7.548118e+07 nChanged 27012
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 4959 members 
Mstep: Class 3 contains 97009 members 
Mstep: Class 4 contains 70400 members 
Mstep: Class 5 contains 6947 members 
Mstep: Class 6 contains 80905 members 
Mstep: Class 7 contains 99087 members 
Mstep: Class 8 contains 72689 members 
Mstep: Class 9 contains 8036 members 
Mstep: Class 10 contains 48989 members 
Mstep: Class 11 contains 19333 members 
Mstep: Class 12 contains 86577 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 17 contains 5395 members 
Mstep: Class 18 contains 12170 members 
Mstep: Class 19 contains 5815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75489896.000000 Penalty: 32515.083984
Iteration 15Q: 16 clusters Score -7.54899e+07 nChanged 25982
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 4833 members 
Mstep: Class 3 contains 94317 members 
Mstep: Class 4 contains 68907 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 6 contains 79872 members 
Mstep: Class 7 contains 104047 members 
Mstep: Class 8 contains 70315 members 
Mstep: Class 9 contains 7729 members 
Mstep: Class 10 contains 50858 members 
Mstep: Class 11 contains 19601 members 
Mstep: Class 12 contains 87751 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 17 contains 4663 members 
Mstep: Class 18 contains 12435 members 
Mstep: Class 19 contains 6534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75494488.000000 Penalty: 32515.083984
Iteration 16Q: 16 clusters Score -7.549449e+07 nChanged 25287
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 4758 members 
Mstep: Class 3 contains 92146 members 
Mstep: Class 4 contains 67778 members 
Mstep: Class 5 contains 6688 members 
Mstep: Class 6 contains 78944 members 
Mstep: Class 7 contains 106904 members 
Mstep: Class 8 contains 68770 members 
Mstep: Class 9 contains 7340 members 
Mstep: Class 10 contains 52873 members 
Mstep: Class 11 contains 19942 members 
Mstep: Class 12 contains 88750 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 17 contains 4016 members 
Mstep: Class 18 contains 12715 members 
Mstep: Class 19 contains 7352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75496440.000000 Penalty: 32515.083984
Iteration 17Q: 16 clusters Score -7.549644e+07 nChanged 22796
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 4774 members 
Mstep: Class 3 contains 90697 members 
Mstep: Class 4 contains 66884 members 
Mstep: Class 5 contains 6548 members 
Mstep: Class 6 contains 77994 members 
Mstep: Class 7 contains 107152 members 
Mstep: Class 8 contains 67862 members 
Mstep: Class 9 contains 6982 members 
Mstep: Class 10 contains 55500 members 
Mstep: Class 11 contains 20266 members 
Mstep: Class 12 contains 89866 members 
Mstep: Class 15 contains 2032 members 
Mstep: Class 17 contains 3481 members 
Mstep: Class 18 contains 12996 members 
Mstep: Class 19 contains 8220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75498776.000000 Penalty: 32515.083984
Iteration 18Q: 16 clusters Score -7.549878e+07 nChanged 20146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 4845 members 
Mstep: Class 3 contains 89832 members 
Mstep: Class 4 contains 66255 members 
Mstep: Class 5 contains 6367 members 
Mstep: Class 6 contains 77117 members 
Mstep: Class 7 contains 105378 members 
Mstep: Class 8 contains 67255 members 
Mstep: Class 9 contains 6582 members 
Mstep: Class 10 contains 58938 members 
Mstep: Class 11 contains 20593 members 
Mstep: Class 12 contains 90780 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 18 contains 13302 members 
Mstep: Class 19 contains 9121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75503664.000000 Penalty: 32515.083984
Iteration 19Q: 16 clusters Score -7.550366e+07 nChanged 17988
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 4969 members 
Mstep: Class 3 contains 89286 members 
Mstep: Class 4 contains 65594 members 
Mstep: Class 5 contains 6198 members 
Mstep: Class 6 contains 76330 members 
Mstep: Class 7 contains 102993 members 
Mstep: Class 8 contains 66566 members 
Mstep: Class 9 contains 6216 members 
Mstep: Class 10 contains 62890 members 
Mstep: Class 11 contains 20898 members 
Mstep: Class 12 contains 91295 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 17 contains 2718 members 
Mstep: Class 18 contains 13594 members 
Mstep: Class 19 contains 10053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75508656.000000 Penalty: 32515.083984
Iteration 20F: 16 clusters Score -7.550866e+07 nChanged 16782
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 5112 members 
Mstep: Class 3 contains 88765 members 
Mstep: Class 4 contains 64763 members 
Mstep: Class 5 contains 6063 members 
Mstep: Class 6 contains 75565 members 
Mstep: Class 7 contains 100524 members 
Mstep: Class 8 contains 65657 members 
Mstep: Class 9 contains 5859 members 
Mstep: Class 10 contains 67468 members 
Mstep: Class 11 contains 21127 members 
Mstep: Class 12 contains 91538 members 
Mstep: Class 15 contains 1493 members 
Mstep: Class 17 contains 2434 members 
Mstep: Class 18 contains 13902 members 
Mstep: Class 19 contains 10984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75513864.000000 Penalty: 32515.083984
Iteration 21Q: 16 clusters Score -7.551386e+07 nChanged 15762
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 5237 members 
Mstep: Class 3 contains 88062 members 
Mstep: Class 4 contains 63732 members 
Mstep: Class 5 contains 5908 members 
Mstep: Class 6 contains 74769 members 
Mstep: Class 7 contains 98304 members 
Mstep: Class 8 contains 64615 members 
Mstep: Class 9 contains 5524 members 
Mstep: Class 10 contains 72579 members 
Mstep: Class 11 contains 21351 members 
Mstep: Class 12 contains 91495 members 
Mstep: Class 15 contains 1383 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 14202 members 
Mstep: Class 19 contains 11919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75518320.000000 Penalty: 32515.083984
Iteration 22Q: 16 clusters Score -7.551832e+07 nChanged 15408
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 5383 members 
Mstep: Class 3 contains 87910 members 
Mstep: Class 4 contains 62493 members 
Mstep: Class 5 contains 5764 members 
Mstep: Class 6 contains 74213 members 
Mstep: Class 7 contains 95763 members 
Mstep: Class 8 contains 63135 members 
Mstep: Class 9 contains 5254 members 
Mstep: Class 10 contains 78140 members 
Mstep: Class 11 contains 21481 members 
Mstep: Class 12 contains 91240 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 17 contains 1969 members 
Mstep: Class 18 contains 14495 members 
Mstep: Class 19 contains 12726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75522272.000000 Penalty: 32515.083984
Iteration 23Q: 16 clusters Score -7.552227e+07 nChanged 16440
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 5620 members 
Mstep: Class 3 contains 88127 members 
Mstep: Class 4 contains 61052 members 
Mstep: Class 5 contains 5614 members 
Mstep: Class 6 contains 73800 members 
Mstep: Class 7 contains 92777 members 
Mstep: Class 8 contains 61425 members 
Mstep: Class 9 contains 5047 members 
Mstep: Class 10 contains 84225 members 
Mstep: Class 11 contains 21575 members 
Mstep: Class 12 contains 90792 members 
Mstep: Class 15 contains 1234 members 
Mstep: Class 17 contains 1831 members 
Mstep: Class 18 contains 14729 members 
Mstep: Class 19 contains 13406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75525000.000000 Penalty: 32515.083984
Iteration 24Q: 16 clusters Score -7.5525e+07 nChanged 17435
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 5889 members 
Mstep: Class 3 contains 88571 members 
Mstep: Class 4 contains 59608 members 
Mstep: Class 5 contains 5488 members 
Mstep: Class 6 contains 73693 members 
Mstep: Class 7 contains 89275 members 
Mstep: Class 8 contains 59620 members 
Mstep: Class 9 contains 4848 members 
Mstep: Class 10 contains 90268 members 
Mstep: Class 11 contains 21550 members 
Mstep: Class 12 contains 90597 members 
Mstep: Class 15 contains 1201 members 
Mstep: Class 17 contains 1734 members 
Mstep: Class 18 contains 14952 members 
Mstep: Class 19 contains 13960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75526272.000000 Penalty: 32515.083984
Iteration 25Q: 16 clusters Score -7.552627e+07 nChanged 18065
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 6245 members 
Mstep: Class 3 contains 88973 members 
Mstep: Class 4 contains 58456 members 
Mstep: Class 5 contains 5451 members 
Mstep: Class 6 contains 73883 members 
Mstep: Class 7 contains 85265 members 
Mstep: Class 8 contains 57629 members 
Mstep: Class 9 contains 4689 members 
Mstep: Class 10 contains 95848 members 
Mstep: Class 11 contains 21554 members 
Mstep: Class 12 contains 90775 members 
Mstep: Class 15 contains 1175 members 
Mstep: Class 17 contains 1666 members 
Mstep: Class 18 contains 15145 members 
Mstep: Class 19 contains 14500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75525512.000000 Penalty: 32515.083984
Iteration 26Q: 16 clusters Score -7.552551e+07 nChanged 18745
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 6709 members 
Mstep: Class 3 contains 89121 members 
Mstep: Class 4 contains 57779 members 
Mstep: Class 5 contains 5432 members 
Mstep: Class 6 contains 74276 members 
Mstep: Class 7 contains 81099 members 
Mstep: Class 8 contains 56001 members 
Mstep: Class 9 contains 4550 members 
Mstep: Class 10 contains 99992 members 
Mstep: Class 11 contains 21620 members 
Mstep: Class 12 contains 91403 members 
Mstep: Class 15 contains 1153 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 18 contains 15318 members 
Mstep: Class 19 contains 15198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75522360.000000 Penalty: 32515.083984
Iteration 27Q: 16 clusters Score -7.552236e+07 nChanged 18468
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 7288 members 
Mstep: Class 3 contains 89043 members 
Mstep: Class 4 contains 57378 members 
Mstep: Class 5 contains 5404 members 
Mstep: Class 6 contains 74771 members 
Mstep: Class 7 contains 77887 members 
Mstep: Class 8 contains 55054 members 
Mstep: Class 9 contains 4419 members 
Mstep: Class 10 contains 101459 members 
Mstep: Class 11 contains 21786 members 
Mstep: Class 12 contains 92406 members 
Mstep: Class 15 contains 1141 members 
Mstep: Class 17 contains 1564 members 
Mstep: Class 18 contains 15487 members 
Mstep: Class 19 contains 16167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75520848.000000 Penalty: 32515.083984
Iteration 28Q: 16 clusters Score -7.552085e+07 nChanged 15736
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 7934 members 
Mstep: Class 3 contains 88951 members 
Mstep: Class 4 contains 57160 members 
Mstep: Class 5 contains 5372 members 
Mstep: Class 6 contains 75158 members 
Mstep: Class 7 contains 76460 members 
Mstep: Class 8 contains 54589 members 
Mstep: Class 9 contains 4252 members 
Mstep: Class 10 contains 100357 members 
Mstep: Class 11 contains 21968 members 
Mstep: Class 12 contains 93419 members 
Mstep: Class 15 contains 1125 members 
Mstep: Class 17 contains 1524 members 
Mstep: Class 18 contains 15633 members 
Mstep: Class 19 contains 17352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2151.899902 but Gain 2167.671875
Score: -75521880.000000 Penalty: 30347.412109
Iteration 29Q: 15 clusters Score -7.552188e+07 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 8651 members 
Mstep: Class 3 contains 89072 members 
Mstep: Class 4 contains 57106 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 75609 members 
Mstep: Class 7 contains 76203 members 
Mstep: Class 8 contains 54199 members 
Mstep: Class 9 contains 4179 members 
Mstep: Class 10 contains 98775 members 
Mstep: Class 11 contains 22137 members 
Mstep: Class 12 contains 94357 members 
Mstep: Class 15 contains 1124 members 
Mstep: Class 18 contains 15751 members 
Mstep: Class 19 contains 18701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75525720.000000 Penalty: 30347.412109
Iteration 30Q: 15 clusters Score -7.552572e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 9411 members 
Mstep: Class 3 contains 88930 members 
Mstep: Class 4 contains 56942 members 
Mstep: Class 5 contains 5372 members 
Mstep: Class 6 contains 75710 members 
Mstep: Class 7 contains 76022 members 
Mstep: Class 8 contains 53734 members 
Mstep: Class 9 contains 4074 members 
Mstep: Class 10 contains 96939 members 
Mstep: Class 11 contains 22242 members 
Mstep: Class 12 contains 94857 members 
Mstep: Class 15 contains 1108 members 
Mstep: Class 18 contains 15850 members 
Mstep: Class 19 contains 20063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75528032.000000 Penalty: 30347.412109
Iteration 31Q: 15 clusters Score -7.552803e+07 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 10206 members 
Mstep: Class 3 contains 88761 members 
Mstep: Class 4 contains 56750 members 
Mstep: Class 5 contains 5366 members 
Mstep: Class 6 contains 75863 members 
Mstep: Class 7 contains 75857 members 
Mstep: Class 8 contains 53337 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 95308 members 
Mstep: Class 11 contains 22309 members 
Mstep: Class 12 contains 95025 members 
Mstep: Class 15 contains 1096 members 
Mstep: Class 18 contains 15928 members 
Mstep: Class 19 contains 21440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75529992.000000 Penalty: 30347.412109
Iteration 32Q: 15 clusters Score -7.552999e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 11022 members 
Mstep: Class 3 contains 88584 members 
Mstep: Class 4 contains 56542 members 
Mstep: Class 5 contains 5368 members 
Mstep: Class 6 contains 75978 members 
Mstep: Class 7 contains 75666 members 
Mstep: Class 8 contains 52893 members 
Mstep: Class 9 contains 3932 members 
Mstep: Class 10 contains 94071 members 
Mstep: Class 11 contains 22346 members 
Mstep: Class 12 contains 94969 members 
Mstep: Class 15 contains 1081 members 
Mstep: Class 18 contains 16000 members 
Mstep: Class 19 contains 22802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75531152.000000 Penalty: 30347.412109
Iteration 33Q: 15 clusters Score -7.553115e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 88494 members 
Mstep: Class 4 contains 56351 members 
Mstep: Class 5 contains 5366 members 
Mstep: Class 6 contains 76054 members 
Mstep: Class 7 contains 75472 members 
Mstep: Class 8 contains 52427 members 
Mstep: Class 9 contains 3898 members 
Mstep: Class 10 contains 92973 members 
Mstep: Class 11 contains 22352 members 
Mstep: Class 12 contains 94887 members 
Mstep: Class 15 contains 1072 members 
Mstep: Class 18 contains 16041 members 
Mstep: Class 19 contains 24054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75531768.000000 Penalty: 30347.412109
Iteration 34Q: 15 clusters Score -7.553177e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 12670 members 
Mstep: Class 3 contains 88373 members 
Mstep: Class 4 contains 56130 members 
Mstep: Class 5 contains 5366 members 
Mstep: Class 6 contains 76078 members 
Mstep: Class 7 contains 75314 members 
Mstep: Class 8 contains 51919 members 
Mstep: Class 9 contains 3875 members 
Mstep: Class 10 contains 92043 members 
Mstep: Class 11 contains 22338 members 
Mstep: Class 12 contains 94683 members 
Mstep: Class 15 contains 1066 members 
Mstep: Class 18 contains 16076 members 
Mstep: Class 19 contains 25323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75533072.000000 Penalty: 30347.412109
Iteration 35Q: 15 clusters Score -7.553307e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 13509 members 
Mstep: Class 3 contains 88136 members 
Mstep: Class 4 contains 55913 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 6 contains 76073 members 
Mstep: Class 7 contains 75192 members 
Mstep: Class 8 contains 51466 members 
Mstep: Class 9 contains 3872 members 
Mstep: Class 10 contains 91188 members 
Mstep: Class 11 contains 22328 members 
Mstep: Class 12 contains 94486 members 
Mstep: Class 15 contains 1060 members 
Mstep: Class 18 contains 16113 members 
Mstep: Class 19 contains 26577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75534416.000000 Penalty: 30347.412109
Iteration 36Q: 15 clusters Score -7.553442e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 14348 members 
Mstep: Class 3 contains 87896 members 
Mstep: Class 4 contains 55693 members 
Mstep: Class 5 contains 5335 members 
Mstep: Class 6 contains 76022 members 
Mstep: Class 7 contains 74963 members 
Mstep: Class 8 contains 51074 members 
Mstep: Class 9 contains 3928 members 
Mstep: Class 10 contains 90507 members 
Mstep: Class 11 contains 22291 members 
Mstep: Class 12 contains 94208 members 
Mstep: Class 15 contains 1056 members 
Mstep: Class 18 contains 16147 members 
Mstep: Class 19 contains 27786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75535360.000000 Penalty: 30347.412109
Iteration 37Q: 15 clusters Score -7.553536e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 15175 members 
Mstep: Class 3 contains 87635 members 
Mstep: Class 4 contains 55448 members 
Mstep: Class 5 contains 5332 members 
Mstep: Class 6 contains 75952 members 
Mstep: Class 7 contains 74774 members 
Mstep: Class 8 contains 50671 members 
Mstep: Class 9 contains 3971 members 
Mstep: Class 10 contains 89960 members 
Mstep: Class 11 contains 22247 members 
Mstep: Class 12 contains 93929 members 
Mstep: Class 15 contains 1052 members 
Mstep: Class 18 contains 16184 members 
Mstep: Class 19 contains 28924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75536152.000000 Penalty: 30347.412109
Iteration 38Q: 15 clusters Score -7.553615e+07 nChanged 5657
Entering ConstructFrom: 
Score: -75536152.000000 Penalty: 30347.412109
Entering ConstructFrom: 
Trying to split cluster 2 (15960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Entering Unmasked Estep 
Score: -2013862.000000 Penalty: 1572.649170
	Iteration 0F: 2 clusters Score -2013862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2002831.375000 Penalty: 3145.298340
	Iteration 0F: 3 clusters Score -2002831 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2006568.375000 Penalty: 3145.298340
	Iteration 1F: 3 clusters Score -2006568 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2006803.625000 Penalty: 3145.298340
	Iteration 2Q: 3 clusters Score -2006804 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2007025.875000 Penalty: 3145.298340
	Iteration 3Q: 3 clusters Score -2007026 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2007215.250000 Penalty: 3145.298340
	Iteration 4Q: 3 clusters Score -2007215 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2007409.500000 Penalty: 3145.298340
	Iteration 5Q: 3 clusters Score -2007410 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2007637.500000 Penalty: 3145.298340
	Iteration 6Q: 3 clusters Score -2007638 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2007890.250000 Penalty: 3145.298340
	Iteration 7Q: 3 clusters Score -2007890 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2008233.000000 Penalty: 3145.298340
	Iteration 8Q: 3 clusters Score -2008233 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2008703.000000 Penalty: 3145.298340
	Iteration 9Q: 3 clusters Score -2008703 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2009310.875000 Penalty: 3145.298340
	Iteration 10F: 3 clusters Score -2009311 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2009904.375000 Penalty: 3145.298340
	Iteration 11Q: 3 clusters Score -2009904 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2010428.375000 Penalty: 3145.298340
	Iteration 12Q: 3 clusters Score -2010428 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2010852.750000 Penalty: 3145.298340
	Iteration 13Q: 3 clusters Score -2010853 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2011153.250000 Penalty: 3145.298340
	Iteration 14Q: 3 clusters Score -2011153 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2011340.125000 Penalty: 3145.298340
	Iteration 15Q: 3 clusters Score -2011340 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2011465.625000 Penalty: 3145.298340
	Iteration 16Q: 3 clusters Score -2011466 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2011567.750000 Penalty: 3145.298340
	Iteration 17Q: 3 clusters Score -2011568 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2011636.625000 Penalty: 3145.298340
	Iteration 18Q: 3 clusters Score -2011637 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2011687.125000 Penalty: 3145.298340
	Iteration 19Q: 3 clusters Score -2011687 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2011735.375000 Penalty: 3145.298340
	Iteration 20F: 3 clusters Score -2011735 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2011785.125000 Penalty: 3145.298340
	Iteration 21Q: 3 clusters Score -2011785 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2011833.625000 Penalty: 3145.298340
	Iteration 22Q: 3 clusters Score -2011834 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2011867.500000 Penalty: 3145.298340
	Iteration 23Q: 3 clusters Score -2011868 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2011904.000000 Penalty: 3145.298340
	Iteration 24Q: 3 clusters Score -2011904 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2011931.500000 Penalty: 3145.298340
	Iteration 25Q: 3 clusters Score -2011932 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2011951.875000 Penalty: 3145.298340
	Iteration 26Q: 3 clusters Score -2011952 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2011968.500000 Penalty: 3145.298340
	Iteration 27Q: 3 clusters Score -2011968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2011979.625000 Penalty: 3145.298340
	Iteration 28Q: 3 clusters Score -2011980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2011994.875000 Penalty: 3145.298340
	Iteration 29Q: 3 clusters Score -2011995 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2012011.750000 Penalty: 3145.298340
	Iteration 30Q: 3 clusters Score -2012012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2012017.875000 Penalty: 3145.298340
	Iteration 31Q: 3 clusters Score -2012018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2012025.250000 Penalty: 3145.298340
	Iteration 32Q: 3 clusters Score -2012025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2012038.500000 Penalty: 3145.298340
	Iteration 33Q: 3 clusters Score -2012038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2012049.125000 Penalty: 3145.298340
	Iteration 34Q: 3 clusters Score -2012049 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2012060.625000 Penalty: 3145.298340
	Iteration 35Q: 3 clusters Score -2012061 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2012070.750000 Penalty: 3145.298340
	Iteration 36Q: 3 clusters Score -2012071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2012080.750000 Penalty: 3145.298340
	Iteration 37Q: 3 clusters Score -2012081 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2012087.750000 Penalty: 3145.298340
	Iteration 38Q: 3 clusters Score -2012088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2012105.125000 Penalty: 3145.298340
	Iteration 39Q: 3 clusters Score -2012105 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2012108.625000 Penalty: 3145.298340
	Iteration 40F: 3 clusters Score -2012109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2012111.625000 Penalty: 3145.298340
	Iteration 41Q: 3 clusters Score -2012112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2012116.875000 Penalty: 3145.298340
	Iteration 42Q: 3 clusters Score -2012117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2012122.125000 Penalty: 3145.298340
	Iteration 43Q: 3 clusters Score -2012122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2012131.750000 Penalty: 3145.298340
	Iteration 44Q: 3 clusters Score -2012132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2012135.625000 Penalty: 3145.298340
	Iteration 45Q: 3 clusters Score -2012136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2012142.000000 Penalty: 3145.298340
	Iteration 46Q: 3 clusters Score -2012142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2012153.000000 Penalty: 3145.298340
	Iteration 47Q: 3 clusters Score -2012153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2012154.625000 Penalty: 3145.298340
	Iteration 48Q: 3 clusters Score -2012155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2012157.000000 Penalty: 3145.298340
	Iteration 49Q: 3 clusters Score -2012157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2012166.625000 Penalty: 3145.298340
	Iteration 50Q: 3 clusters Score -2012167 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2012175.500000 Penalty: 3145.298340
	Iteration 51Q: 3 clusters Score -2012176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2012182.250000 Penalty: 3145.298340
	Iteration 52Q: 3 clusters Score -2012182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2012197.375000 Penalty: 3145.298340
	Iteration 53Q: 3 clusters Score -2012197 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2012216.000000 Penalty: 3145.298340
	Iteration 54Q: 3 clusters Score -2012216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2012230.375000 Penalty: 3145.298340
	Iteration 55Q: 3 clusters Score -2012230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2012240.500000 Penalty: 3145.298340
	Iteration 56Q: 3 clusters Score -2012240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2012253.500000 Penalty: 3145.298340
	Iteration 57Q: 3 clusters Score -2012254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2012257.375000 Penalty: 3145.298340
	Iteration 58Q: 3 clusters Score -2012257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2012267.375000 Penalty: 3145.298340
	Iteration 59Q: 3 clusters Score -2012267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2012281.125000 Penalty: 3145.298340
	Iteration 60F: 3 clusters Score -2012281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2012298.375000 Penalty: 3145.298340
	Iteration 61Q: 3 clusters Score -2012298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2012307.625000 Penalty: 3145.298340
	Iteration 62Q: 3 clusters Score -2012308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2012318.375000 Penalty: 3145.298340
	Iteration 63Q: 3 clusters Score -2012318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2012329.750000 Penalty: 3145.298340
	Iteration 64Q: 3 clusters Score -2012330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2012342.500000 Penalty: 3145.298340
	Iteration 65Q: 3 clusters Score -2012342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2012353.500000 Penalty: 3145.298340
	Iteration 66Q: 3 clusters Score -2012354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2012359.250000 Penalty: 3145.298340
	Iteration 67Q: 3 clusters Score -2012359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2012365.875000 Penalty: 3145.298340
	Iteration 68Q: 3 clusters Score -2012366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2012373.625000 Penalty: 3145.298340
	Iteration 69Q: 3 clusters Score -2012374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2012377.625000 Penalty: 3145.298340
	Iteration 70Q: 3 clusters Score -2012378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2012383.625000 Penalty: 3145.298340
	Iteration 71Q: 3 clusters Score -2012384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2012390.250000 Penalty: 3145.298340
	Iteration 72Q: 3 clusters Score -2012390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2012388.750000 Penalty: 3145.298340
	Iteration 73Q: 3 clusters Score -2012389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2012394.125000 Penalty: 3145.298340
	Iteration 74Q: 3 clusters Score -2012394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2012398.625000 Penalty: 3145.298340
	Iteration 75Q: 3 clusters Score -2012399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2012404.000000 Penalty: 3145.298340
	Iteration 76Q: 3 clusters Score -2012404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2012406.750000 Penalty: 3145.298340
	Iteration 77Q: 3 clusters Score -2012407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2012407.125000 Penalty: 3145.298340
	Iteration 78Q: 3 clusters Score -2012407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2012413.125000 Penalty: 3145.298340
	Iteration 79Q: 3 clusters Score -2012413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2012415.625000 Penalty: 3145.298340
	Iteration 80F: 3 clusters Score -2012416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2012424.625000 Penalty: 3145.298340
	Iteration 81Q: 3 clusters Score -2012425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2012429.250000 Penalty: 3145.298340
	Iteration 82Q: 3 clusters Score -2012429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2012431.500000 Penalty: 3145.298340
	Iteration 83Q: 3 clusters Score -2012432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2012432.125000 Penalty: 3145.298340
	Iteration 84Q: 3 clusters Score -2012432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2012435.125000 Penalty: 3145.298340
	Iteration 85Q: 3 clusters Score -2012435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2012439.750000 Penalty: 3145.298340
	Iteration 86Q: 3 clusters Score -2012440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2012440.750000 Penalty: 3145.298340
	Iteration 87Q: 3 clusters Score -2012441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2012442.125000 Penalty: 3145.298340
	Iteration 88Q: 3 clusters Score -2012442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2012444.000000 Penalty: 3145.298340
	Iteration 89Q: 3 clusters Score -2012444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2012443.000000 Penalty: 3145.298340
	Iteration 90Q: 3 clusters Score -2012443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2012442.000000 Penalty: 3145.298340
	Iteration 91Q: 3 clusters Score -2012442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2012444.125000 Penalty: 3145.298340
	Iteration 92Q: 3 clusters Score -2012444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2012444.250000 Penalty: 3145.298340
	Iteration 93Q: 3 clusters Score -2012444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2012444.875000 Penalty: 3145.298340
	Iteration 94Q: 3 clusters Score -2012445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2012447.000000 Penalty: 3145.298340
	Iteration 95Q: 3 clusters Score -2012447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2012446.625000 Penalty: 3145.298340
	Iteration 96Q: 3 clusters Score -2012447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2012446.625000 Penalty: 3145.298340
	Iteration 97F: 3 clusters Score -2012447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (87395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87395 members 
Entering Unmasked Estep 
Score: -10792540.000000 Penalty: 1848.956299
	Iteration 0F: 2 clusters Score -1.079254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -10737355.000000 Penalty: 3697.912598
	Iteration 0F: 3 clusters Score -1.073736e+07 nChanged 41723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -10761440.000000 Penalty: 3697.912598
	Iteration 1F: 3 clusters Score -1.076144e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -10762362.000000 Penalty: 3697.912598
	Iteration 2Q: 3 clusters Score -1.076236e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -10763724.000000 Penalty: 3697.912598
	Iteration 3Q: 3 clusters Score -1.076372e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -10766115.000000 Penalty: 3697.912598
	Iteration 4F: 3 clusters Score -1.076612e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -10770568.000000 Penalty: 3697.912598
	Iteration 5F: 3 clusters Score -1.077057e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -10776986.000000 Penalty: 3697.912598
	Iteration 6F: 3 clusters Score -1.077699e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 61449 members 
Entering Unmasked Estep 
Score: -10783405.000000 Penalty: 3697.912598
	Iteration 7F: 3 clusters Score -1.07834e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -10786953.000000 Penalty: 3697.912598
	Iteration 8F: 3 clusters Score -1.078695e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 64431 members 
Entering Unmasked Estep 
Score: -10788177.000000 Penalty: 3697.912598
	Iteration 9Q: 3 clusters Score -1.078818e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -10788789.000000 Penalty: 3697.912598
	Iteration 10Q: 3 clusters Score -1.078879e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
Score: -10789100.000000 Penalty: 3697.912598
	Iteration 11Q: 3 clusters Score -1.07891e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -10789428.000000 Penalty: 3697.912598
	Iteration 12Q: 3 clusters Score -1.078943e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 66796 members 
Entering Unmasked Estep 
Score: -10789656.000000 Penalty: 3697.912598
	Iteration 13Q: 3 clusters Score -1.078966e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 67181 members 
Entering Unmasked Estep 
Score: -10789832.000000 Penalty: 3697.912598
	Iteration 14Q: 3 clusters Score -1.078983e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -10789963.000000 Penalty: 3697.912598
	Iteration 15Q: 3 clusters Score -1.078996e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 67849 members 
Entering Unmasked Estep 
Score: -10790096.000000 Penalty: 3697.912598
	Iteration 16Q: 3 clusters Score -1.07901e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -10790286.000000 Penalty: 3697.912598
	Iteration 17Q: 3 clusters Score -1.079029e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 68497 members 
Entering Unmasked Estep 
Score: -10790536.000000 Penalty: 3697.912598
	Iteration 18Q: 3 clusters Score -1.079054e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 68947 members 
Entering Unmasked Estep 
Score: -10790788.000000 Penalty: 3697.912598
	Iteration 19Q: 3 clusters Score -1.079079e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 69520 members 
Entering Unmasked Estep 
Score: -10791125.000000 Penalty: 3697.912598
	Iteration 20F: 3 clusters Score -1.079112e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 70184 members 
Entering Unmasked Estep 
Score: -10791510.000000 Penalty: 3697.912598
	Iteration 21Q: 3 clusters Score -1.079151e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -10791900.000000 Penalty: 3697.912598
	Iteration 22Q: 3 clusters Score -1.07919e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -10792320.000000 Penalty: 3697.912598
	Iteration 23Q: 3 clusters Score -1.079232e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 73274 members 
Entering Unmasked Estep 
Score: -10792644.000000 Penalty: 3697.912598
	Iteration 24Q: 3 clusters Score -1.079264e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -10792924.000000 Penalty: 3697.912598
	Iteration 25Q: 3 clusters Score -1.079292e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 75977 members 
Entering Unmasked Estep 
Score: -10793163.000000 Penalty: 3697.912598
	Iteration 26Q: 3 clusters Score -1.079316e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 77491 members 
Entering Unmasked Estep 
Score: -10793228.000000 Penalty: 3697.912598
	Iteration 27Q: 3 clusters Score -1.079323e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -10793233.000000 Penalty: 3697.912598
	Iteration 28Q: 3 clusters Score -1.079323e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 80309 members 
Entering Unmasked Estep 
Score: -10793157.000000 Penalty: 3697.912598
	Iteration 29Q: 3 clusters Score -1.079316e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 81504 members 
Entering Unmasked Estep 
Score: -10793093.000000 Penalty: 3697.912598
	Iteration 30Q: 3 clusters Score -1.079309e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 82504 members 
Entering Unmasked Estep 
Score: -10792934.000000 Penalty: 3697.912598
	Iteration 31Q: 3 clusters Score -1.079293e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 83203 members 
Entering Unmasked Estep 
Score: -10792748.000000 Penalty: 3697.912598
	Iteration 32Q: 3 clusters Score -1.079275e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -10792588.000000 Penalty: 3697.912598
	Iteration 33Q: 3 clusters Score -1.079259e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
Score: -10792509.000000 Penalty: 3697.912598
	Iteration 34Q: 3 clusters Score -1.079251e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -10792398.000000 Penalty: 3697.912598
	Iteration 35Q: 3 clusters Score -1.07924e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 84500 members 
Entering Unmasked Estep 
Score: -10792322.000000 Penalty: 3697.912598
	Iteration 36Q: 3 clusters Score -1.079232e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 84650 members 
Entering Unmasked Estep 
Score: -10792266.000000 Penalty: 3697.912598
	Iteration 37Q: 3 clusters Score -1.079227e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 84766 members 
Entering Unmasked Estep 
Score: -10792203.000000 Penalty: 3697.912598
	Iteration 38Q: 3 clusters Score -1.07922e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -10792187.000000 Penalty: 3697.912598
	Iteration 39Q: 3 clusters Score -1.079219e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 84958 members 
Entering Unmasked Estep 
Score: -10792275.000000 Penalty: 3697.912598
	Iteration 40F: 3 clusters Score -1.079228e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 85217 members 
Entering Unmasked Estep 
Score: -10792199.000000 Penalty: 3697.912598
	Iteration 41Q: 3 clusters Score -1.07922e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -10792150.000000 Penalty: 3697.912598
	Iteration 42Q: 3 clusters Score -1.079215e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 85554 members 
Entering Unmasked Estep 
Score: -10792110.000000 Penalty: 3697.912598
	Iteration 43Q: 3 clusters Score -1.079211e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 85692 members 
Entering Unmasked Estep 
Score: -10792050.000000 Penalty: 3697.912598
	Iteration 44Q: 3 clusters Score -1.079205e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 85782 members 
Entering Unmasked Estep 
Score: -10792026.000000 Penalty: 3697.912598
	Iteration 45Q: 3 clusters Score -1.079203e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 85847 members 
Entering Unmasked Estep 
Score: -10792016.000000 Penalty: 3697.912598
	Iteration 46Q: 3 clusters Score -1.079202e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
Score: -10791996.000000 Penalty: 3697.912598
	Iteration 47Q: 3 clusters Score -1.0792e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 85944 members 
Entering Unmasked Estep 
Score: -10791972.000000 Penalty: 3697.912598
	Iteration 48Q: 3 clusters Score -1.079197e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 85978 members 
Entering Unmasked Estep 
Score: -10791956.000000 Penalty: 3697.912598
	Iteration 49Q: 3 clusters Score -1.079196e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 86002 members 
Entering Unmasked Estep 
Score: -10791935.000000 Penalty: 3697.912598
	Iteration 50Q: 3 clusters Score -1.079194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 86022 members 
Entering Unmasked Estep 
Score: -10791921.000000 Penalty: 3697.912598
	Iteration 51Q: 3 clusters Score -1.079192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 86043 members 
Entering Unmasked Estep 
Score: -10791925.000000 Penalty: 3697.912598
	Iteration 52Q: 3 clusters Score -1.079192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 86056 members 
Entering Unmasked Estep 
Score: -10791929.000000 Penalty: 3697.912598
	Iteration 53Q: 3 clusters Score -1.079193e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 86074 members 
Entering Unmasked Estep 
Score: -10791930.000000 Penalty: 3697.912598
	Iteration 54Q: 3 clusters Score -1.079193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 86086 members 
Entering Unmasked Estep 
Score: -10791928.000000 Penalty: 3697.912598
	Iteration 55Q: 3 clusters Score -1.079193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 86094 members 
Entering Unmasked Estep 
Score: -10791923.000000 Penalty: 3697.912598
	Iteration 56Q: 3 clusters Score -1.079192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 86100 members 
Entering Unmasked Estep 
Score: -10791914.000000 Penalty: 3697.912598
	Iteration 57Q: 3 clusters Score -1.079191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 86105 members 
Entering Unmasked Estep 
Score: -10791901.000000 Penalty: 3697.912598
	Iteration 58Q: 3 clusters Score -1.07919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 86107 members 
Entering Unmasked Estep 
Score: -10791909.000000 Penalty: 3697.912598
	Iteration 59Q: 3 clusters Score -1.079191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 86112 members 
Entering Unmasked Estep 
Score: -10791917.000000 Penalty: 3697.912598
	Iteration 60F: 3 clusters Score -1.079192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 86119 members 
Entering Unmasked Estep 
Score: -10791908.000000 Penalty: 3697.912598
	Iteration 61Q: 3 clusters Score -1.079191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 86123 members 
Entering Unmasked Estep 
Score: -10791906.000000 Penalty: 3697.912598
	Iteration 62Q: 3 clusters Score -1.079191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -10791902.000000 Penalty: 3697.912598
	Iteration 63Q: 3 clusters Score -1.07919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 86131 members 
Entering Unmasked Estep 
Score: -10791902.000000 Penalty: 3697.912598
	Iteration 64Q: 3 clusters Score -1.07919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 86132 members 
Entering Unmasked Estep 
Score: -10791905.000000 Penalty: 3697.912598
	Iteration 65Q: 3 clusters Score -1.07919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 86132 members 
Entering Unmasked Estep 
Score: -10791905.000000 Penalty: 3697.912598
	Iteration 66F: 3 clusters Score -1.07919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Entering Unmasked Estep 
Score: -6844338.500000 Penalty: 1774.150391
	Iteration 0F: 2 clusters Score -6844338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -6807891.000000 Penalty: 3548.300781
	Iteration 0F: 3 clusters Score -6807891 nChanged 25862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -6822950.000000 Penalty: 3548.300781
	Iteration 1F: 3 clusters Score -6822950 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -6824319.000000 Penalty: 3548.300781
	Iteration 2F: 3 clusters Score -6824319 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -6826539.500000 Penalty: 3548.300781
	Iteration 3F: 3 clusters Score -6826540 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -6829728.000000 Penalty: 3548.300781
	Iteration 4F: 3 clusters Score -6829728 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -6833643.500000 Penalty: 3548.300781
	Iteration 5F: 3 clusters Score -6833644 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -6837172.500000 Penalty: 3548.300781
	Iteration 6F: 3 clusters Score -6837172 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -6839347.500000 Penalty: 3548.300781
	Iteration 7F: 3 clusters Score -6839348 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -6840369.500000 Penalty: 3548.300781
	Iteration 8Q: 3 clusters Score -6840370 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -6840892.000000 Penalty: 3548.300781
	Iteration 9Q: 3 clusters Score -6840892 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -6841187.500000 Penalty: 3548.300781
	Iteration 10Q: 3 clusters Score -6841188 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -6841397.500000 Penalty: 3548.300781
	Iteration 11Q: 3 clusters Score -6841398 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -6841612.500000 Penalty: 3548.300781
	Iteration 12Q: 3 clusters Score -6841612 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -6841768.000000 Penalty: 3548.300781
	Iteration 13Q: 3 clusters Score -6841768 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -6841890.500000 Penalty: 3548.300781
	Iteration 14Q: 3 clusters Score -6841890 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -6841993.000000 Penalty: 3548.300781
	Iteration 15Q: 3 clusters Score -6841993 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -6842110.000000 Penalty: 3548.300781
	Iteration 16Q: 3 clusters Score -6842110 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -6842217.000000 Penalty: 3548.300781
	Iteration 17Q: 3 clusters Score -6842217 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -6842319.000000 Penalty: 3548.300781
	Iteration 18Q: 3 clusters Score -6842319 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -6842401.000000 Penalty: 3548.300781
	Iteration 19Q: 3 clusters Score -6842401 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -6842502.000000 Penalty: 3548.300781
	Iteration 20F: 3 clusters Score -6842502 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -6842575.000000 Penalty: 3548.300781
	Iteration 21Q: 3 clusters Score -6842575 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -6842644.500000 Penalty: 3548.300781
	Iteration 22Q: 3 clusters Score -6842644 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -6842726.000000 Penalty: 3548.300781
	Iteration 23Q: 3 clusters Score -6842726 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -6842813.500000 Penalty: 3548.300781
	Iteration 24Q: 3 clusters Score -6842814 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -6842881.500000 Penalty: 3548.300781
	Iteration 25Q: 3 clusters Score -6842882 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -6842949.500000 Penalty: 3548.300781
	Iteration 26Q: 3 clusters Score -6842950 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -6843009.000000 Penalty: 3548.300781
	Iteration 27Q: 3 clusters Score -6843009 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -6843082.000000 Penalty: 3548.300781
	Iteration 28Q: 3 clusters Score -6843082 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -6843117.500000 Penalty: 3548.300781
	Iteration 29Q: 3 clusters Score -6843118 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -6843187.000000 Penalty: 3548.300781
	Iteration 30Q: 3 clusters Score -6843187 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -6843206.000000 Penalty: 3548.300781
	Iteration 31Q: 3 clusters Score -6843206 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -6843228.000000 Penalty: 3548.300781
	Iteration 32Q: 3 clusters Score -6843228 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -6843262.000000 Penalty: 3548.300781
	Iteration 33Q: 3 clusters Score -6843262 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -6843298.500000 Penalty: 3548.300781
	Iteration 34Q: 3 clusters Score -6843298 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -6843321.500000 Penalty: 3548.300781
	Iteration 35Q: 3 clusters Score -6843322 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -6843349.500000 Penalty: 3548.300781
	Iteration 36Q: 3 clusters Score -6843350 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -6843393.500000 Penalty: 3548.300781
	Iteration 37Q: 3 clusters Score -6843394 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -6843387.000000 Penalty: 3548.300781
	Iteration 38Q: 3 clusters Score -6843387 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -6843375.500000 Penalty: 3548.300781
	Iteration 39Q: 3 clusters Score -6843376 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -6843371.000000 Penalty: 3548.300781
	Iteration 40F: 3 clusters Score -6843371 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -6843390.000000 Penalty: 3548.300781
	Iteration 41Q: 3 clusters Score -6843390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -6843383.000000 Penalty: 3548.300781
	Iteration 42Q: 3 clusters Score -6843383 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -6843399.000000 Penalty: 3548.300781
	Iteration 43Q: 3 clusters Score -6843399 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 49997 members 
Entering Unmasked Estep 
Score: -6843407.500000 Penalty: 3548.300781
	Iteration 44Q: 3 clusters Score -6843408 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -6843416.000000 Penalty: 3548.300781
	Iteration 45Q: 3 clusters Score -6843416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -6843425.500000 Penalty: 3548.300781
	Iteration 46Q: 3 clusters Score -6843426 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -6843436.500000 Penalty: 3548.300781
	Iteration 47Q: 3 clusters Score -6843436 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -6843459.000000 Penalty: 3548.300781
	Iteration 48Q: 3 clusters Score -6843459 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -6843457.000000 Penalty: 3548.300781
	Iteration 49Q: 3 clusters Score -6843457 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -6843466.500000 Penalty: 3548.300781
	Iteration 50Q: 3 clusters Score -6843466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -6843470.000000 Penalty: 3548.300781
	Iteration 51Q: 3 clusters Score -6843470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -6843484.000000 Penalty: 3548.300781
	Iteration 52Q: 3 clusters Score -6843484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -6843481.500000 Penalty: 3548.300781
	Iteration 53Q: 3 clusters Score -6843482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -6843485.500000 Penalty: 3548.300781
	Iteration 54Q: 3 clusters Score -6843486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -6843495.000000 Penalty: 3548.300781
	Iteration 55Q: 3 clusters Score -6843495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -6843489.500000 Penalty: 3548.300781
	Iteration 56Q: 3 clusters Score -6843490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -6843487.000000 Penalty: 3548.300781
	Iteration 57Q: 3 clusters Score -6843487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -6843497.500000 Penalty: 3548.300781
	Iteration 58Q: 3 clusters Score -6843498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -6843487.000000 Penalty: 3548.300781
	Iteration 59Q: 3 clusters Score -6843487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -6843492.000000 Penalty: 3548.300781
	Iteration 60F: 3 clusters Score -6843492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -6843486.500000 Penalty: 3548.300781
	Iteration 61Q: 3 clusters Score -6843486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 50774 members 
Entering Unmasked Estep 
Score: -6843496.000000 Penalty: 3548.300781
	Iteration 62Q: 3 clusters Score -6843496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -6843494.500000 Penalty: 3548.300781
	Iteration 63Q: 3 clusters Score -6843494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -6843502.000000 Penalty: 3548.300781
	Iteration 64Q: 3 clusters Score -6843502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -6843507.000000 Penalty: 3548.300781
	Iteration 65Q: 3 clusters Score -6843507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -6843509.000000 Penalty: 3548.300781
	Iteration 66Q: 3 clusters Score -6843509 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -6843514.000000 Penalty: 3548.300781
	Iteration 67Q: 3 clusters Score -6843514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -6843514.000000 Penalty: 3548.300781
	Iteration 68Q: 3 clusters Score -6843514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -6843524.500000 Penalty: 3548.300781
	Iteration 69Q: 3 clusters Score -6843524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -6843527.000000 Penalty: 3548.300781
	Iteration 70Q: 3 clusters Score -6843527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -6843530.000000 Penalty: 3548.300781
	Iteration 71Q: 3 clusters Score -6843530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -6843529.500000 Penalty: 3548.300781
	Iteration 72Q: 3 clusters Score -6843530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -6843524.000000 Penalty: 3548.300781
	Iteration 73Q: 3 clusters Score -6843524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -6843526.500000 Penalty: 3548.300781
	Iteration 74Q: 3 clusters Score -6843526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -6843524.000000 Penalty: 3548.300781
	Iteration 75Q: 3 clusters Score -6843524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -6843527.500000 Penalty: 3548.300781
	Iteration 76Q: 3 clusters Score -6843528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -6843535.000000 Penalty: 3548.300781
	Iteration 77Q: 3 clusters Score -6843535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -6843532.500000 Penalty: 3548.300781
	Iteration 78Q: 3 clusters Score -6843532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -6843533.500000 Penalty: 3548.300781
	Iteration 79Q: 3 clusters Score -6843534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -6843536.000000 Penalty: 3548.300781
	Iteration 80F: 3 clusters Score -6843536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -6843534.500000 Penalty: 3548.300781
	Iteration 81Q: 3 clusters Score -6843534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -6843533.500000 Penalty: 3548.300781
	Iteration 82Q: 3 clusters Score -6843534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -6843533.500000 Penalty: 3548.300781
	Iteration 83F: 3 clusters Score -6843534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Entering Unmasked Estep 
Score: -664716.812500 Penalty: 1394.429810
	Iteration 0F: 2 clusters Score -664716.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -660483.937500 Penalty: 2788.859619
	Iteration 0F: 3 clusters Score -660483.9 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -661714.562500 Penalty: 2788.859619
	Iteration 1F: 3 clusters Score -661714.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -661923.375000 Penalty: 2788.859619
	Iteration 2F: 3 clusters Score -661923.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -662045.562500 Penalty: 2788.859619
	Iteration 3F: 3 clusters Score -662045.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -662139.062500 Penalty: 2788.859619
	Iteration 4Q: 3 clusters Score -662139.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -662207.000000 Penalty: 2788.859619
	Iteration 5Q: 3 clusters Score -662207 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -662264.750000 Penalty: 2788.859619
	Iteration 6Q: 3 clusters Score -662264.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -662319.937500 Penalty: 2788.859619
	Iteration 7Q: 3 clusters Score -662319.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -662363.250000 Penalty: 2788.859619
	Iteration 8Q: 3 clusters Score -662363.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -662403.500000 Penalty: 2788.859619
	Iteration 9Q: 3 clusters Score -662403.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -662434.812500 Penalty: 2788.859619
	Iteration 10Q: 3 clusters Score -662434.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -662461.937500 Penalty: 2788.859619
	Iteration 11Q: 3 clusters Score -662461.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -662491.062500 Penalty: 2788.859619
	Iteration 12Q: 3 clusters Score -662491.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -662518.000000 Penalty: 2788.859619
	Iteration 13Q: 3 clusters Score -662518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -662545.187500 Penalty: 2788.859619
	Iteration 14Q: 3 clusters Score -662545.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -662581.625000 Penalty: 2788.859619
	Iteration 15Q: 3 clusters Score -662581.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -662627.812500 Penalty: 2788.859619
	Iteration 16Q: 3 clusters Score -662627.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -662674.750000 Penalty: 2788.859619
	Iteration 17Q: 3 clusters Score -662674.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -662733.000000 Penalty: 2788.859619
	Iteration 18Q: 3 clusters Score -662733 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -662789.375000 Penalty: 2788.859619
	Iteration 19Q: 3 clusters Score -662789.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -662840.062500 Penalty: 2788.859619
	Iteration 20F: 3 clusters Score -662840.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -662900.375000 Penalty: 2788.859619
	Iteration 21Q: 3 clusters Score -662900.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -662958.250000 Penalty: 2788.859619
	Iteration 22Q: 3 clusters Score -662958.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -663013.312500 Penalty: 2788.859619
	Iteration 23Q: 3 clusters Score -663013.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -663063.875000 Penalty: 2788.859619
	Iteration 24Q: 3 clusters Score -663063.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -663091.062500 Penalty: 2788.859619
	Iteration 25Q: 3 clusters Score -663091.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -663110.312500 Penalty: 2788.859619
	Iteration 26Q: 3 clusters Score -663110.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -663121.375000 Penalty: 2788.859619
	Iteration 27Q: 3 clusters Score -663121.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -663125.687500 Penalty: 2788.859619
	Iteration 28Q: 3 clusters Score -663125.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -663134.125000 Penalty: 2788.859619
	Iteration 29Q: 3 clusters Score -663134.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -663142.187500 Penalty: 2788.859619
	Iteration 30Q: 3 clusters Score -663142.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -663150.375000 Penalty: 2788.859619
	Iteration 31Q: 3 clusters Score -663150.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -663156.062500 Penalty: 2788.859619
	Iteration 32Q: 3 clusters Score -663156.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -663160.062500 Penalty: 2788.859619
	Iteration 33Q: 3 clusters Score -663160.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -663166.937500 Penalty: 2788.859619
	Iteration 34Q: 3 clusters Score -663166.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -663172.937500 Penalty: 2788.859619
	Iteration 35Q: 3 clusters Score -663172.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -663178.250000 Penalty: 2788.859619
	Iteration 36Q: 3 clusters Score -663178.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -663181.250000 Penalty: 2788.859619
	Iteration 37Q: 3 clusters Score -663181.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -663186.812500 Penalty: 2788.859619
	Iteration 38Q: 3 clusters Score -663186.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -663189.312500 Penalty: 2788.859619
	Iteration 39Q: 3 clusters Score -663189.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -663194.812500 Penalty: 2788.859619
	Iteration 40F: 3 clusters Score -663194.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -663199.250000 Penalty: 2788.859619
	Iteration 41Q: 3 clusters Score -663199.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -663204.312500 Penalty: 2788.859619
	Iteration 42Q: 3 clusters Score -663204.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -663211.312500 Penalty: 2788.859619
	Iteration 43Q: 3 clusters Score -663211.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -663215.500000 Penalty: 2788.859619
	Iteration 44Q: 3 clusters Score -663215.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -663219.812500 Penalty: 2788.859619
	Iteration 45Q: 3 clusters Score -663219.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -663223.000000 Penalty: 2788.859619
	Iteration 46Q: 3 clusters Score -663223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -663224.875000 Penalty: 2788.859619
	Iteration 47Q: 3 clusters Score -663224.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -663226.312500 Penalty: 2788.859619
	Iteration 48Q: 3 clusters Score -663226.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -663230.937500 Penalty: 2788.859619
	Iteration 49Q: 3 clusters Score -663230.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -663233.062500 Penalty: 2788.859619
	Iteration 50Q: 3 clusters Score -663233.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -663235.437500 Penalty: 2788.859619
	Iteration 51Q: 3 clusters Score -663235.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -663235.750000 Penalty: 2788.859619
	Iteration 52Q: 3 clusters Score -663235.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -663238.812500 Penalty: 2788.859619
	Iteration 53Q: 3 clusters Score -663238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -663238.687500 Penalty: 2788.859619
	Iteration 54Q: 3 clusters Score -663238.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -663239.562500 Penalty: 2788.859619
	Iteration 55Q: 3 clusters Score -663239.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -663241.562500 Penalty: 2788.859619
	Iteration 56Q: 3 clusters Score -663241.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -663243.500000 Penalty: 2788.859619
	Iteration 57Q: 3 clusters Score -663243.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -663244.062500 Penalty: 2788.859619
	Iteration 58Q: 3 clusters Score -663244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -663246.062500 Penalty: 2788.859619
	Iteration 59Q: 3 clusters Score -663246.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -663246.062500 Penalty: 2788.859619
	Iteration 60F: 3 clusters Score -663246.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -663245.625000 Penalty: 2788.859619
	Iteration 61Q: 3 clusters Score -663245.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -663246.437500 Penalty: 2788.859619
	Iteration 62Q: 3 clusters Score -663246.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -663246.437500 Penalty: 2788.859619
	Iteration 63F: 3 clusters Score -663246.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (75895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75895 members 
Entering Unmasked Estep 
Score: -9445293.000000 Penalty: 1826.029785
	Iteration 0F: 2 clusters Score -9445293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -9396404.000000 Penalty: 3652.059570
	Iteration 0F: 3 clusters Score -9396404 nChanged 36041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -9416992.000000 Penalty: 3652.059570
	Iteration 1F: 3 clusters Score -9416992 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -9417580.000000 Penalty: 3652.059570
	Iteration 2Q: 3 clusters Score -9417580 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -9418247.000000 Penalty: 3652.059570
	Iteration 3Q: 3 clusters Score -9418247 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -9419251.000000 Penalty: 3652.059570
	Iteration 4Q: 3 clusters Score -9419251 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -9420577.000000 Penalty: 3652.059570
	Iteration 5Q: 3 clusters Score -9420577 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -9422530.000000 Penalty: 3652.059570
	Iteration 6F: 3 clusters Score -9422530 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -9425393.000000 Penalty: 3652.059570
	Iteration 7F: 3 clusters Score -9425393 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -9429334.000000 Penalty: 3652.059570
	Iteration 8F: 3 clusters Score -9429334 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -9433662.000000 Penalty: 3652.059570
	Iteration 9F: 3 clusters Score -9433662 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -9436626.000000 Penalty: 3652.059570
	Iteration 10F: 3 clusters Score -9436626 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -9437939.000000 Penalty: 3652.059570
	Iteration 11Q: 3 clusters Score -9437939 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -9438538.000000 Penalty: 3652.059570
	Iteration 12Q: 3 clusters Score -9438538 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52902 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -9439035.000000 Penalty: 3652.059570
	Iteration 13Q: 3 clusters Score -9439035 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -9439431.000000 Penalty: 3652.059570
	Iteration 14Q: 3 clusters Score -9439431 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -9439760.000000 Penalty: 3652.059570
	Iteration 15Q: 3 clusters Score -9439760 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -9440046.000000 Penalty: 3652.059570
	Iteration 16Q: 3 clusters Score -9440046 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -9440319.000000 Penalty: 3652.059570
	Iteration 17Q: 3 clusters Score -9440319 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -9440564.000000 Penalty: 3652.059570
	Iteration 18Q: 3 clusters Score -9440564 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -9440790.000000 Penalty: 3652.059570
	Iteration 19Q: 3 clusters Score -9440790 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -9440990.000000 Penalty: 3652.059570
	Iteration 20F: 3 clusters Score -9440990 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -9441192.000000 Penalty: 3652.059570
	Iteration 21Q: 3 clusters Score -9441192 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60627 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -9441381.000000 Penalty: 3652.059570
	Iteration 22Q: 3 clusters Score -9441381 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -9441588.000000 Penalty: 3652.059570
	Iteration 23Q: 3 clusters Score -9441588 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -9441777.000000 Penalty: 3652.059570
	Iteration 24Q: 3 clusters Score -9441777 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -9442019.000000 Penalty: 3652.059570
	Iteration 25Q: 3 clusters Score -9442019 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -9442233.000000 Penalty: 3652.059570
	Iteration 26Q: 3 clusters Score -9442233 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64635 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -9442496.000000 Penalty: 3652.059570
	Iteration 27Q: 3 clusters Score -9442496 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -9442695.000000 Penalty: 3652.059570
	Iteration 28Q: 3 clusters Score -9442695 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -9442848.000000 Penalty: 3652.059570
	Iteration 29Q: 3 clusters Score -9442848 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -9443014.000000 Penalty: 3652.059570
	Iteration 30Q: 3 clusters Score -9443014 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -9443185.000000 Penalty: 3652.059570
	Iteration 31Q: 3 clusters Score -9443185 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67932 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -9443312.000000 Penalty: 3652.059570
	Iteration 32Q: 3 clusters Score -9443312 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68474 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -9443449.000000 Penalty: 3652.059570
	Iteration 33Q: 3 clusters Score -9443449 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -9443620.000000 Penalty: 3652.059570
	Iteration 34Q: 3 clusters Score -9443620 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -9443798.000000 Penalty: 3652.059570
	Iteration 35Q: 3 clusters Score -9443798 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70208 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -9443956.000000 Penalty: 3652.059570
	Iteration 36Q: 3 clusters Score -9443956 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70775 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -9444052.000000 Penalty: 3652.059570
	Iteration 37Q: 3 clusters Score -9444052 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -9444094.000000 Penalty: 3652.059570
	Iteration 38Q: 3 clusters Score -9444094 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71828 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -9444147.000000 Penalty: 3652.059570
	Iteration 39Q: 3 clusters Score -9444147 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72288 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -9444220.000000 Penalty: 3652.059570
	Iteration 40F: 3 clusters Score -9444220 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72729 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -9444242.000000 Penalty: 3652.059570
	Iteration 41Q: 3 clusters Score -9444242 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73114 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -9444239.000000 Penalty: 3652.059570
	Iteration 42Q: 3 clusters Score -9444239 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -9444287.000000 Penalty: 3652.059570
	Iteration 43Q: 3 clusters Score -9444287 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73787 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -9444314.000000 Penalty: 3652.059570
	Iteration 44Q: 3 clusters Score -9444314 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74023 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -9444293.000000 Penalty: 3652.059570
	Iteration 45Q: 3 clusters Score -9444293 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74210 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9444278.000000 Penalty: 3652.059570
	Iteration 46Q: 3 clusters Score -9444278 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74372 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -9444237.000000 Penalty: 3652.059570
	Iteration 47Q: 3 clusters Score -9444237 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74506 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -9444261.000000 Penalty: 3652.059570
	Iteration 48Q: 3 clusters Score -9444261 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74614 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -9444244.000000 Penalty: 3652.059570
	Iteration 49Q: 3 clusters Score -9444244 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74693 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9444239.000000 Penalty: 3652.059570
	Iteration 50Q: 3 clusters Score -9444239 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -9444232.000000 Penalty: 3652.059570
	Iteration 51Q: 3 clusters Score -9444232 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74831 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9444229.000000 Penalty: 3652.059570
	Iteration 52Q: 3 clusters Score -9444229 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9444250.000000 Penalty: 3652.059570
	Iteration 53Q: 3 clusters Score -9444250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74919 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9444241.000000 Penalty: 3652.059570
	Iteration 54Q: 3 clusters Score -9444241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74959 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -9444225.000000 Penalty: 3652.059570
	Iteration 55Q: 3 clusters Score -9444225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74993 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -9444213.000000 Penalty: 3652.059570
	Iteration 56Q: 3 clusters Score -9444213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75022 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9444221.000000 Penalty: 3652.059570
	Iteration 57Q: 3 clusters Score -9444221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75043 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -9444204.000000 Penalty: 3652.059570
	Iteration 58Q: 3 clusters Score -9444204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75057 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9444211.000000 Penalty: 3652.059570
	Iteration 59Q: 3 clusters Score -9444211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75066 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9444206.000000 Penalty: 3652.059570
	Iteration 60F: 3 clusters Score -9444206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75078 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9444201.000000 Penalty: 3652.059570
	Iteration 61Q: 3 clusters Score -9444201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75084 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -9444203.000000 Penalty: 3652.059570
	Iteration 62Q: 3 clusters Score -9444203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75087 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9444206.000000 Penalty: 3652.059570
	Iteration 63Q: 3 clusters Score -9444206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75090 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9444201.000000 Penalty: 3652.059570
	Iteration 64Q: 3 clusters Score -9444201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75095 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9444196.000000 Penalty: 3652.059570
	Iteration 65Q: 3 clusters Score -9444196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75103 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9444196.000000 Penalty: 3652.059570
	Iteration 66Q: 3 clusters Score -9444196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75107 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9444192.000000 Penalty: 3652.059570
	Iteration 67Q: 3 clusters Score -9444192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75113 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9444194.000000 Penalty: 3652.059570
	Iteration 68Q: 3 clusters Score -9444194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75118 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9444192.000000 Penalty: 3652.059570
	Iteration 69Q: 3 clusters Score -9444192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75125 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9444189.000000 Penalty: 3652.059570
	Iteration 70Q: 3 clusters Score -9444189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9444191.000000 Penalty: 3652.059570
	Iteration 71Q: 3 clusters Score -9444191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75140 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9444196.000000 Penalty: 3652.059570
	Iteration 72Q: 3 clusters Score -9444196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75147 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9444186.000000 Penalty: 3652.059570
	Iteration 73Q: 3 clusters Score -9444186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9444188.000000 Penalty: 3652.059570
	Iteration 74Q: 3 clusters Score -9444188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75154 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9444187.000000 Penalty: 3652.059570
	Iteration 75Q: 3 clusters Score -9444187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9444186.000000 Penalty: 3652.059570
	Iteration 76Q: 3 clusters Score -9444186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9444184.000000 Penalty: 3652.059570
	Iteration 77Q: 3 clusters Score -9444184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75161 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -9444192.000000 Penalty: 3652.059570
	Iteration 78Q: 3 clusters Score -9444192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9444191.000000 Penalty: 3652.059570
	Iteration 79Q: 3 clusters Score -9444191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9444191.000000 Penalty: 3652.059570
	Iteration 80F: 3 clusters Score -9444191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (74616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Entering Unmasked Estep 
Score: -9259746.000000 Penalty: 1823.267822
	Iteration 0F: 2 clusters Score -9259746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -9210757.000000 Penalty: 3646.535645
	Iteration 0F: 3 clusters Score -9210757 nChanged 35358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -9231294.000000 Penalty: 3646.535645
	Iteration 1F: 3 clusters Score -9231294 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -9232624.000000 Penalty: 3646.535645
	Iteration 2Q: 3 clusters Score -9232624 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -9235148.000000 Penalty: 3646.535645
	Iteration 3F: 3 clusters Score -9235148 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -9239363.000000 Penalty: 3646.535645
	Iteration 4F: 3 clusters Score -9239363 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 56847 members 
Entering Unmasked Estep 
Score: -9245164.000000 Penalty: 3646.535645
	Iteration 5F: 3 clusters Score -9245164 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -9250892.000000 Penalty: 3646.535645
	Iteration 6F: 3 clusters Score -9250892 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 65780 members 
Entering Unmasked Estep 
Score: -9254859.000000 Penalty: 3646.535645
	Iteration 7F: 3 clusters Score -9254859 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -9256861.000000 Penalty: 3646.535645
	Iteration 8Q: 3 clusters Score -9256861 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -9257878.000000 Penalty: 3646.535645
	Iteration 9Q: 3 clusters Score -9257878 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -9258321.000000 Penalty: 3646.535645
	Iteration 10Q: 3 clusters Score -9258321 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 70076 members 
Entering Unmasked Estep 
Score: -9258515.000000 Penalty: 3646.535645
	Iteration 11Q: 3 clusters Score -9258515 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -9258624.000000 Penalty: 3646.535645
	Iteration 12Q: 3 clusters Score -9258624 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 70910 members 
Entering Unmasked Estep 
Score: -9258700.000000 Penalty: 3646.535645
	Iteration 13Q: 3 clusters Score -9258700 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 71249 members 
Entering Unmasked Estep 
Score: -9258794.000000 Penalty: 3646.535645
	Iteration 14Q: 3 clusters Score -9258794 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -9258845.000000 Penalty: 3646.535645
	Iteration 15Q: 3 clusters Score -9258845 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -9258900.000000 Penalty: 3646.535645
	Iteration 16Q: 3 clusters Score -9258900 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 72029 members 
Entering Unmasked Estep 
Score: -9258926.000000 Penalty: 3646.535645
	Iteration 17Q: 3 clusters Score -9258926 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 72187 members 
Entering Unmasked Estep 
Score: -9258958.000000 Penalty: 3646.535645
	Iteration 18Q: 3 clusters Score -9258958 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 72312 members 
Entering Unmasked Estep 
Score: -9258984.000000 Penalty: 3646.535645
	Iteration 19Q: 3 clusters Score -9258984 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -9258995.000000 Penalty: 3646.535645
	Iteration 20F: 3 clusters Score -9258995 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -9258992.000000 Penalty: 3646.535645
	Iteration 21Q: 3 clusters Score -9258992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -9258999.000000 Penalty: 3646.535645
	Iteration 22Q: 3 clusters Score -9258999 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 72601 members 
Entering Unmasked Estep 
Score: -9259017.000000 Penalty: 3646.535645
	Iteration 23Q: 3 clusters Score -9259017 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 72658 members 
Entering Unmasked Estep 
Score: -9259011.000000 Penalty: 3646.535645
	Iteration 24Q: 3 clusters Score -9259011 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 72702 members 
Entering Unmasked Estep 
Score: -9259015.000000 Penalty: 3646.535645
	Iteration 25Q: 3 clusters Score -9259015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 72748 members 
Entering Unmasked Estep 
Score: -9259015.000000 Penalty: 3646.535645
	Iteration 26Q: 3 clusters Score -9259015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -9259020.000000 Penalty: 3646.535645
	Iteration 27Q: 3 clusters Score -9259020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 72808 members 
Entering Unmasked Estep 
Score: -9259021.000000 Penalty: 3646.535645
	Iteration 28Q: 3 clusters Score -9259021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -9259011.000000 Penalty: 3646.535645
	Iteration 29Q: 3 clusters Score -9259011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -9259017.000000 Penalty: 3646.535645
	Iteration 30Q: 3 clusters Score -9259017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -9259021.000000 Penalty: 3646.535645
	Iteration 31Q: 3 clusters Score -9259021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 72884 members 
Entering Unmasked Estep 
Score: -9259004.000000 Penalty: 3646.535645
	Iteration 32Q: 3 clusters Score -9259004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 72897 members 
Entering Unmasked Estep 
Score: -9259004.000000 Penalty: 3646.535645
	Iteration 33Q: 3 clusters Score -9259004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 72911 members 
Entering Unmasked Estep 
Score: -9258996.000000 Penalty: 3646.535645
	Iteration 34Q: 3 clusters Score -9258996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 72918 members 
Entering Unmasked Estep 
Score: -9258996.000000 Penalty: 3646.535645
	Iteration 35Q: 3 clusters Score -9258996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 72930 members 
Entering Unmasked Estep 
Score: -9258995.000000 Penalty: 3646.535645
	Iteration 36Q: 3 clusters Score -9258995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -9258980.000000 Penalty: 3646.535645
	Iteration 37Q: 3 clusters Score -9258980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 72956 members 
Entering Unmasked Estep 
Score: -9258979.000000 Penalty: 3646.535645
	Iteration 38Q: 3 clusters Score -9258979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 72966 members 
Entering Unmasked Estep 
Score: -9258984.000000 Penalty: 3646.535645
	Iteration 39Q: 3 clusters Score -9258984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 72976 members 
Entering Unmasked Estep 
Score: -9258972.000000 Penalty: 3646.535645
	Iteration 40F: 3 clusters Score -9258972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 72985 members 
Entering Unmasked Estep 
Score: -9258981.000000 Penalty: 3646.535645
	Iteration 41Q: 3 clusters Score -9258981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -9258976.000000 Penalty: 3646.535645
	Iteration 42Q: 3 clusters Score -9258976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 73009 members 
Entering Unmasked Estep 
Score: -9258976.000000 Penalty: 3646.535645
	Iteration 43Q: 3 clusters Score -9258976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 73017 members 
Entering Unmasked Estep 
Score: -9258973.000000 Penalty: 3646.535645
	Iteration 44Q: 3 clusters Score -9258973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 73025 members 
Entering Unmasked Estep 
Score: -9258969.000000 Penalty: 3646.535645
	Iteration 45Q: 3 clusters Score -9258969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 73033 members 
Entering Unmasked Estep 
Score: -9258962.000000 Penalty: 3646.535645
	Iteration 46Q: 3 clusters Score -9258962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 73037 members 
Entering Unmasked Estep 
Score: -9258954.000000 Penalty: 3646.535645
	Iteration 47Q: 3 clusters Score -9258954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 73041 members 
Entering Unmasked Estep 
Score: -9258955.000000 Penalty: 3646.535645
	Iteration 48Q: 3 clusters Score -9258955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 73045 members 
Entering Unmasked Estep 
Score: -9258959.000000 Penalty: 3646.535645
	Iteration 49Q: 3 clusters Score -9258959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 73052 members 
Entering Unmasked Estep 
Score: -9258962.000000 Penalty: 3646.535645
	Iteration 50Q: 3 clusters Score -9258962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -9258968.000000 Penalty: 3646.535645
	Iteration 51Q: 3 clusters Score -9258968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 73057 members 
Entering Unmasked Estep 
Score: -9258962.000000 Penalty: 3646.535645
	Iteration 52Q: 3 clusters Score -9258962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 73060 members 
Entering Unmasked Estep 
Score: -9258960.000000 Penalty: 3646.535645
	Iteration 53Q: 3 clusters Score -9258960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 73062 members 
Entering Unmasked Estep 
Score: -9258960.000000 Penalty: 3646.535645
	Iteration 54Q: 3 clusters Score -9258960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 73063 members 
Entering Unmasked Estep 
Score: -9258965.000000 Penalty: 3646.535645
	Iteration 55Q: 3 clusters Score -9258965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 73063 members 
Entering Unmasked Estep 
Score: -9258965.000000 Penalty: 3646.535645
	Iteration 56F: 3 clusters Score -9258965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Entering Unmasked Estep 
Score: -6245212.500000 Penalty: 1759.234497
	Iteration 0F: 2 clusters Score -6245212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -6211709.000000 Penalty: 3518.468994
	Iteration 0F: 3 clusters Score -6211709 nChanged 23643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -6225423.500000 Penalty: 3518.468994
	Iteration 1F: 3 clusters Score -6225424 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -6225995.000000 Penalty: 3518.468994
	Iteration 2Q: 3 clusters Score -6225995 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -6226694.500000 Penalty: 3518.468994
	Iteration 3Q: 3 clusters Score -6226694 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -6227721.000000 Penalty: 3518.468994
	Iteration 4Q: 3 clusters Score -6227721 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -6229125.000000 Penalty: 3518.468994
	Iteration 5F: 3 clusters Score -6229125 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -6231178.000000 Penalty: 3518.468994
	Iteration 6F: 3 clusters Score -6231178 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -6233778.500000 Penalty: 3518.468994
	Iteration 7F: 3 clusters Score -6233778 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -6236260.500000 Penalty: 3518.468994
	Iteration 8F: 3 clusters Score -6236260 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -6237904.000000 Penalty: 3518.468994
	Iteration 9F: 3 clusters Score -6237904 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -6238749.500000 Penalty: 3518.468994
	Iteration 10Q: 3 clusters Score -6238750 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -6239140.000000 Penalty: 3518.468994
	Iteration 11Q: 3 clusters Score -6239140 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -6239473.000000 Penalty: 3518.468994
	Iteration 12Q: 3 clusters Score -6239473 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -6239697.000000 Penalty: 3518.468994
	Iteration 13Q: 3 clusters Score -6239697 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -6239876.500000 Penalty: 3518.468994
	Iteration 14Q: 3 clusters Score -6239876 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -6240049.500000 Penalty: 3518.468994
	Iteration 15Q: 3 clusters Score -6240050 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -6240240.000000 Penalty: 3518.468994
	Iteration 16Q: 3 clusters Score -6240240 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -6240417.000000 Penalty: 3518.468994
	Iteration 17Q: 3 clusters Score -6240417 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -6240596.500000 Penalty: 3518.468994
	Iteration 18Q: 3 clusters Score -6240596 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -6240824.000000 Penalty: 3518.468994
	Iteration 19Q: 3 clusters Score -6240824 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -6240991.500000 Penalty: 3518.468994
	Iteration 20F: 3 clusters Score -6240992 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -6241173.000000 Penalty: 3518.468994
	Iteration 21Q: 3 clusters Score -6241173 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -6241329.500000 Penalty: 3518.468994
	Iteration 22Q: 3 clusters Score -6241330 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -6241451.000000 Penalty: 3518.468994
	Iteration 23Q: 3 clusters Score -6241451 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -6241594.500000 Penalty: 3518.468994
	Iteration 24Q: 3 clusters Score -6241594 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -6241698.500000 Penalty: 3518.468994
	Iteration 25Q: 3 clusters Score -6241698 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -6241851.500000 Penalty: 3518.468994
	Iteration 26Q: 3 clusters Score -6241852 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -6241968.000000 Penalty: 3518.468994
	Iteration 27Q: 3 clusters Score -6241968 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -6242047.500000 Penalty: 3518.468994
	Iteration 28Q: 3 clusters Score -6242048 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -6242114.500000 Penalty: 3518.468994
	Iteration 29Q: 3 clusters Score -6242114 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -6242181.000000 Penalty: 3518.468994
	Iteration 30Q: 3 clusters Score -6242181 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -6242298.500000 Penalty: 3518.468994
	Iteration 31Q: 3 clusters Score -6242298 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -6242353.000000 Penalty: 3518.468994
	Iteration 32Q: 3 clusters Score -6242353 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -6242423.500000 Penalty: 3518.468994
	Iteration 33Q: 3 clusters Score -6242424 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -6242504.000000 Penalty: 3518.468994
	Iteration 34Q: 3 clusters Score -6242504 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -6242570.000000 Penalty: 3518.468994
	Iteration 35Q: 3 clusters Score -6242570 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -6242627.500000 Penalty: 3518.468994
	Iteration 36Q: 3 clusters Score -6242628 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -6242683.500000 Penalty: 3518.468994
	Iteration 37Q: 3 clusters Score -6242684 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -6242743.000000 Penalty: 3518.468994
	Iteration 38Q: 3 clusters Score -6242743 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -6242837.000000 Penalty: 3518.468994
	Iteration 39Q: 3 clusters Score -6242837 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -6242885.000000 Penalty: 3518.468994
	Iteration 40F: 3 clusters Score -6242885 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -6242943.500000 Penalty: 3518.468994
	Iteration 41Q: 3 clusters Score -6242944 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -6242964.500000 Penalty: 3518.468994
	Iteration 42Q: 3 clusters Score -6242964 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -6243031.500000 Penalty: 3518.468994
	Iteration 43Q: 3 clusters Score -6243032 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -6243070.500000 Penalty: 3518.468994
	Iteration 44Q: 3 clusters Score -6243070 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -6243123.000000 Penalty: 3518.468994
	Iteration 45Q: 3 clusters Score -6243123 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -6243157.500000 Penalty: 3518.468994
	Iteration 46Q: 3 clusters Score -6243158 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -6243208.500000 Penalty: 3518.468994
	Iteration 47Q: 3 clusters Score -6243208 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -6243235.500000 Penalty: 3518.468994
	Iteration 48Q: 3 clusters Score -6243236 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -6243281.000000 Penalty: 3518.468994
	Iteration 49Q: 3 clusters Score -6243281 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -6243362.000000 Penalty: 3518.468994
	Iteration 50Q: 3 clusters Score -6243362 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -6243410.500000 Penalty: 3518.468994
	Iteration 51Q: 3 clusters Score -6243410 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -6243458.000000 Penalty: 3518.468994
	Iteration 52Q: 3 clusters Score -6243458 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -6243505.500000 Penalty: 3518.468994
	Iteration 53Q: 3 clusters Score -6243506 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -6243517.500000 Penalty: 3518.468994
	Iteration 54Q: 3 clusters Score -6243518 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -6243567.000000 Penalty: 3518.468994
	Iteration 55Q: 3 clusters Score -6243567 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -6243593.500000 Penalty: 3518.468994
	Iteration 56Q: 3 clusters Score -6243594 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -6243618.000000 Penalty: 3518.468994
	Iteration 57Q: 3 clusters Score -6243618 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -6243642.500000 Penalty: 3518.468994
	Iteration 58Q: 3 clusters Score -6243642 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -6243694.000000 Penalty: 3518.468994
	Iteration 59Q: 3 clusters Score -6243694 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -6243706.500000 Penalty: 3518.468994
	Iteration 60F: 3 clusters Score -6243706 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -6243748.500000 Penalty: 3518.468994
	Iteration 61Q: 3 clusters Score -6243748 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -6243767.500000 Penalty: 3518.468994
	Iteration 62Q: 3 clusters Score -6243768 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -6243803.000000 Penalty: 3518.468994
	Iteration 63Q: 3 clusters Score -6243803 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -6243819.000000 Penalty: 3518.468994
	Iteration 64Q: 3 clusters Score -6243819 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -6243852.000000 Penalty: 3518.468994
	Iteration 65Q: 3 clusters Score -6243852 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -6243872.000000 Penalty: 3518.468994
	Iteration 66Q: 3 clusters Score -6243872 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -6243890.500000 Penalty: 3518.468994
	Iteration 67Q: 3 clusters Score -6243890 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -6243937.000000 Penalty: 3518.468994
	Iteration 68Q: 3 clusters Score -6243937 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -6243961.000000 Penalty: 3518.468994
	Iteration 69Q: 3 clusters Score -6243961 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -6243975.500000 Penalty: 3518.468994
	Iteration 70Q: 3 clusters Score -6243976 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -6243996.000000 Penalty: 3518.468994
	Iteration 71Q: 3 clusters Score -6243996 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -6244023.000000 Penalty: 3518.468994
	Iteration 72Q: 3 clusters Score -6244023 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -6244037.500000 Penalty: 3518.468994
	Iteration 73Q: 3 clusters Score -6244038 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -6244077.000000 Penalty: 3518.468994
	Iteration 74Q: 3 clusters Score -6244077 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -6244074.000000 Penalty: 3518.468994
	Iteration 75Q: 3 clusters Score -6244074 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -6244092.500000 Penalty: 3518.468994
	Iteration 76Q: 3 clusters Score -6244092 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -6244091.000000 Penalty: 3518.468994
	Iteration 77Q: 3 clusters Score -6244091 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -6244111.000000 Penalty: 3518.468994
	Iteration 78Q: 3 clusters Score -6244111 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -6244126.000000 Penalty: 3518.468994
	Iteration 79Q: 3 clusters Score -6244126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -6244153.000000 Penalty: 3518.468994
	Iteration 80F: 3 clusters Score -6244153 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -6244144.500000 Penalty: 3518.468994
	Iteration 81Q: 3 clusters Score -6244144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -6244153.500000 Penalty: 3518.468994
	Iteration 82Q: 3 clusters Score -6244154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -6244163.500000 Penalty: 3518.468994
	Iteration 83Q: 3 clusters Score -6244164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -6244179.000000 Penalty: 3518.468994
	Iteration 84Q: 3 clusters Score -6244179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -6244195.500000 Penalty: 3518.468994
	Iteration 85Q: 3 clusters Score -6244196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -6244198.500000 Penalty: 3518.468994
	Iteration 86Q: 3 clusters Score -6244198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -6244207.500000 Penalty: 3518.468994
	Iteration 87Q: 3 clusters Score -6244208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -6244217.000000 Penalty: 3518.468994
	Iteration 88Q: 3 clusters Score -6244217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -6244220.000000 Penalty: 3518.468994
	Iteration 89Q: 3 clusters Score -6244220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -6244230.500000 Penalty: 3518.468994
	Iteration 90Q: 3 clusters Score -6244230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -6244230.000000 Penalty: 3518.468994
	Iteration 91Q: 3 clusters Score -6244230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -6244236.000000 Penalty: 3518.468994
	Iteration 92Q: 3 clusters Score -6244236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -6244244.500000 Penalty: 3518.468994
	Iteration 93Q: 3 clusters Score -6244244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -6244241.000000 Penalty: 3518.468994
	Iteration 94Q: 3 clusters Score -6244241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -6244244.000000 Penalty: 3518.468994
	Iteration 95Q: 3 clusters Score -6244244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -6244247.500000 Penalty: 3518.468994
	Iteration 96Q: 3 clusters Score -6244248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -6244247.000000 Penalty: 3518.468994
	Iteration 97Q: 3 clusters Score -6244247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -6244246.000000 Penalty: 3518.468994
	Iteration 98Q: 3 clusters Score -6244246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -6244248.000000 Penalty: 3518.468994
	Iteration 99Q: 3 clusters Score -6244248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -6244248.000000 Penalty: 3518.468994
	Iteration 100F: 3 clusters Score -6244248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -6244243.500000 Penalty: 3518.468994
	Iteration 101Q: 3 clusters Score -6244244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -6244247.000000 Penalty: 3518.468994
	Iteration 102Q: 3 clusters Score -6244247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -6244241.000000 Penalty: 3518.468994
	Iteration 103Q: 3 clusters Score -6244241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -6244243.500000 Penalty: 3518.468994
	Iteration 104Q: 3 clusters Score -6244244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -6244241.000000 Penalty: 3518.468994
	Iteration 105Q: 3 clusters Score -6244241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -6244240.000000 Penalty: 3518.468994
	Iteration 106Q: 3 clusters Score -6244240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -6244240.000000 Penalty: 3518.468994
	Iteration 107F: 3 clusters Score -6244240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Entering Unmasked Estep 
Score: -506223.156250 Penalty: 1347.905029
	Iteration 0F: 2 clusters Score -506223.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -502887.562500 Penalty: 2695.810059
	Iteration 0F: 3 clusters Score -502887.6 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -503736.687500 Penalty: 2695.810059
	Iteration 1F: 3 clusters Score -503736.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -503892.031250 Penalty: 2695.810059
	Iteration 2F: 3 clusters Score -503892 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -503986.062500 Penalty: 2695.810059
	Iteration 3Q: 3 clusters Score -503986.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -504031.562500 Penalty: 2695.810059
	Iteration 4Q: 3 clusters Score -504031.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -504059.062500 Penalty: 2695.810059
	Iteration 5Q: 3 clusters Score -504059.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -504077.093750 Penalty: 2695.810059
	Iteration 6Q: 3 clusters Score -504077.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -504092.593750 Penalty: 2695.810059
	Iteration 7Q: 3 clusters Score -504092.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -504106.218750 Penalty: 2695.810059
	Iteration 8Q: 3 clusters Score -504106.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -504121.656250 Penalty: 2695.810059
	Iteration 9Q: 3 clusters Score -504121.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -504139.000000 Penalty: 2695.810059
	Iteration 10Q: 3 clusters Score -504139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -504155.781250 Penalty: 2695.810059
	Iteration 11Q: 3 clusters Score -504155.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -504173.375000 Penalty: 2695.810059
	Iteration 12Q: 3 clusters Score -504173.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -504191.625000 Penalty: 2695.810059
	Iteration 13Q: 3 clusters Score -504191.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -504210.343750 Penalty: 2695.810059
	Iteration 14Q: 3 clusters Score -504210.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -504224.031250 Penalty: 2695.810059
	Iteration 15Q: 3 clusters Score -504224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -504238.218750 Penalty: 2695.810059
	Iteration 16Q: 3 clusters Score -504238.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -504250.625000 Penalty: 2695.810059
	Iteration 17Q: 3 clusters Score -504250.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -504264.375000 Penalty: 2695.810059
	Iteration 18Q: 3 clusters Score -504264.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -504277.656250 Penalty: 2695.810059
	Iteration 19Q: 3 clusters Score -504277.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -504293.187500 Penalty: 2695.810059
	Iteration 20F: 3 clusters Score -504293.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -504319.906250 Penalty: 2695.810059
	Iteration 21Q: 3 clusters Score -504319.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -504354.031250 Penalty: 2695.810059
	Iteration 22Q: 3 clusters Score -504354 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -504393.437500 Penalty: 2695.810059
	Iteration 23Q: 3 clusters Score -504393.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -504430.062500 Penalty: 2695.810059
	Iteration 24Q: 3 clusters Score -504430.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -504481.343750 Penalty: 2695.810059
	Iteration 25Q: 3 clusters Score -504481.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -504542.562500 Penalty: 2695.810059
	Iteration 26Q: 3 clusters Score -504542.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -504613.875000 Penalty: 2695.810059
	Iteration 27Q: 3 clusters Score -504613.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -504674.968750 Penalty: 2695.810059
	Iteration 28Q: 3 clusters Score -504675 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -504741.937500 Penalty: 2695.810059
	Iteration 29Q: 3 clusters Score -504741.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -504794.593750 Penalty: 2695.810059
	Iteration 30Q: 3 clusters Score -504794.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -504833.343750 Penalty: 2695.810059
	Iteration 31Q: 3 clusters Score -504833.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -504871.781250 Penalty: 2695.810059
	Iteration 32Q: 3 clusters Score -504871.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -504909.343750 Penalty: 2695.810059
	Iteration 33Q: 3 clusters Score -504909.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -504951.375000 Penalty: 2695.810059
	Iteration 34Q: 3 clusters Score -504951.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -504984.468750 Penalty: 2695.810059
	Iteration 35Q: 3 clusters Score -504984.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -505008.093750 Penalty: 2695.810059
	Iteration 36Q: 3 clusters Score -505008.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -505017.437500 Penalty: 2695.810059
	Iteration 37Q: 3 clusters Score -505017.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -505021.687500 Penalty: 2695.810059
	Iteration 38Q: 3 clusters Score -505021.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -505024.062500 Penalty: 2695.810059
	Iteration 39Q: 3 clusters Score -505024.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -505026.875000 Penalty: 2695.810059
	Iteration 40F: 3 clusters Score -505026.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -505030.406250 Penalty: 2695.810059
	Iteration 41Q: 3 clusters Score -505030.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -505037.531250 Penalty: 2695.810059
	Iteration 42Q: 3 clusters Score -505037.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -505039.250000 Penalty: 2695.810059
	Iteration 43Q: 3 clusters Score -505039.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -505041.156250 Penalty: 2695.810059
	Iteration 44Q: 3 clusters Score -505041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -505043.500000 Penalty: 2695.810059
	Iteration 45Q: 3 clusters Score -505043.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -505046.031250 Penalty: 2695.810059
	Iteration 46Q: 3 clusters Score -505046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -505046.031250 Penalty: 2695.810059
	Iteration 47F: 3 clusters Score -505046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (89493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Entering Unmasked Estep 
Score: -11145892.000000 Penalty: 1852.811279
	Iteration 0F: 2 clusters Score -1.114589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -11092454.000000 Penalty: 3705.622559
	Iteration 0F: 3 clusters Score -1.109245e+07 nChanged 42530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -11116943.000000 Penalty: 3705.622559
	Iteration 1F: 3 clusters Score -1.111694e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -11117995.000000 Penalty: 3705.622559
	Iteration 2Q: 3 clusters Score -1.1118e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -11119530.000000 Penalty: 3705.622559
	Iteration 3Q: 3 clusters Score -1.111953e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -11122199.000000 Penalty: 3705.622559
	Iteration 4F: 3 clusters Score -1.11222e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 61695 members 
Entering Unmasked Estep 
Score: -11126587.000000 Penalty: 3705.622559
	Iteration 5F: 3 clusters Score -1.112659e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
Score: -11132531.000000 Penalty: 3705.622559
	Iteration 6F: 3 clusters Score -1.113253e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 72669 members 
Entering Unmasked Estep 
Score: -11138488.000000 Penalty: 3705.622559
	Iteration 7F: 3 clusters Score -1.113849e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 76833 members 
Entering Unmasked Estep 
Score: -11141818.000000 Penalty: 3705.622559
	Iteration 8F: 3 clusters Score -1.114182e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -11143430.000000 Penalty: 3705.622559
	Iteration 9Q: 3 clusters Score -1.114343e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 82802 members 
Entering Unmasked Estep 
Score: -11143913.000000 Penalty: 3705.622559
	Iteration 10Q: 3 clusters Score -1.114391e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 84835 members 
Entering Unmasked Estep 
Score: -11144185.000000 Penalty: 3705.622559
	Iteration 11Q: 3 clusters Score -1.114418e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 86345 members 
Entering Unmasked Estep 
Score: -11144236.000000 Penalty: 3705.622559
	Iteration 12Q: 3 clusters Score -1.114424e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -11144294.000000 Penalty: 3705.622559
	Iteration 13Q: 3 clusters Score -1.114429e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 88059 members 
Entering Unmasked Estep 
Score: -11144367.000000 Penalty: 3705.622559
	Iteration 14Q: 3 clusters Score -1.114437e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 88470 members 
Entering Unmasked Estep 
Score: -11144424.000000 Penalty: 3705.622559
	Iteration 15Q: 3 clusters Score -1.114442e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 88734 members 
Entering Unmasked Estep 
Score: -11144397.000000 Penalty: 3705.622559
	Iteration 16Q: 3 clusters Score -1.11444e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 88873 members 
Entering Unmasked Estep 
Score: -11144374.000000 Penalty: 3705.622559
	Iteration 17Q: 3 clusters Score -1.114437e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -11144351.000000 Penalty: 3705.622559
	Iteration 18Q: 3 clusters Score -1.114435e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 89012 members 
Entering Unmasked Estep 
Score: -11144397.000000 Penalty: 3705.622559
	Iteration 19Q: 3 clusters Score -1.11444e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 89058 members 
Entering Unmasked Estep 
Score: -11144400.000000 Penalty: 3705.622559
	Iteration 20F: 3 clusters Score -1.11444e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 89088 members 
Entering Unmasked Estep 
Score: -11144398.000000 Penalty: 3705.622559
	Iteration 21Q: 3 clusters Score -1.11444e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 89109 members 
Entering Unmasked Estep 
Score: -11144395.000000 Penalty: 3705.622559
	Iteration 22Q: 3 clusters Score -1.11444e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 89124 members 
Entering Unmasked Estep 
Score: -11144403.000000 Penalty: 3705.622559
	Iteration 23Q: 3 clusters Score -1.11444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -11144397.000000 Penalty: 3705.622559
	Iteration 24Q: 3 clusters Score -1.11444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 89144 members 
Entering Unmasked Estep 
Score: -11144406.000000 Penalty: 3705.622559
	Iteration 25Q: 3 clusters Score -1.114441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 89149 members 
Entering Unmasked Estep 
Score: -11144418.000000 Penalty: 3705.622559
	Iteration 26Q: 3 clusters Score -1.114442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 89152 members 
Entering Unmasked Estep 
Score: -11144406.000000 Penalty: 3705.622559
	Iteration 27Q: 3 clusters Score -1.114441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 89155 members 
Entering Unmasked Estep 
Score: -11144402.000000 Penalty: 3705.622559
	Iteration 28Q: 3 clusters Score -1.11444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 89155 members 
Entering Unmasked Estep 
Score: -11144408.000000 Penalty: 3705.622559
	Iteration 29Q: 3 clusters Score -1.114441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 89156 members 
Entering Unmasked Estep 
Score: -11144400.000000 Penalty: 3705.622559
	Iteration 30Q: 3 clusters Score -1.11444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 89156 members 
Entering Unmasked Estep 
Score: -11144400.000000 Penalty: 3705.622559
	Iteration 31F: 3 clusters Score -1.11444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Entering Unmasked Estep 
Score: -2716483.000000 Penalty: 1626.428833
	Iteration 0F: 2 clusters Score -2716483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2701372.250000 Penalty: 3252.857666
	Iteration 0F: 3 clusters Score -2701372 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2706802.750000 Penalty: 3252.857666
	Iteration 1F: 3 clusters Score -2706803 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2707068.000000 Penalty: 3252.857666
	Iteration 2Q: 3 clusters Score -2707068 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2707296.500000 Penalty: 3252.857666
	Iteration 3Q: 3 clusters Score -2707296 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2707490.500000 Penalty: 3252.857666
	Iteration 4Q: 3 clusters Score -2707490 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2707679.500000 Penalty: 3252.857666
	Iteration 5Q: 3 clusters Score -2707680 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2707901.250000 Penalty: 3252.857666
	Iteration 6Q: 3 clusters Score -2707901 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2708211.750000 Penalty: 3252.857666
	Iteration 7Q: 3 clusters Score -2708212 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2708703.750000 Penalty: 3252.857666
	Iteration 8Q: 3 clusters Score -2708704 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2709449.750000 Penalty: 3252.857666
	Iteration 9Q: 3 clusters Score -2709450 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2710354.250000 Penalty: 3252.857666
	Iteration 10F: 3 clusters Score -2710354 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2711367.000000 Penalty: 3252.857666
	Iteration 11F: 3 clusters Score -2711367 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2712229.000000 Penalty: 3252.857666
	Iteration 12Q: 3 clusters Score -2712229 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2712770.500000 Penalty: 3252.857666
	Iteration 13Q: 3 clusters Score -2712770 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2713158.000000 Penalty: 3252.857666
	Iteration 14Q: 3 clusters Score -2713158 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2713459.500000 Penalty: 3252.857666
	Iteration 15Q: 3 clusters Score -2713460 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2713717.500000 Penalty: 3252.857666
	Iteration 16Q: 3 clusters Score -2713718 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2713951.750000 Penalty: 3252.857666
	Iteration 17Q: 3 clusters Score -2713952 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2714178.750000 Penalty: 3252.857666
	Iteration 18Q: 3 clusters Score -2714179 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2714376.250000 Penalty: 3252.857666
	Iteration 19Q: 3 clusters Score -2714376 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2714548.000000 Penalty: 3252.857666
	Iteration 20F: 3 clusters Score -2714548 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2714710.000000 Penalty: 3252.857666
	Iteration 21Q: 3 clusters Score -2714710 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2714828.500000 Penalty: 3252.857666
	Iteration 22Q: 3 clusters Score -2714828 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2714914.250000 Penalty: 3252.857666
	Iteration 23Q: 3 clusters Score -2714914 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2714980.500000 Penalty: 3252.857666
	Iteration 24Q: 3 clusters Score -2714980 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2715021.000000 Penalty: 3252.857666
	Iteration 25Q: 3 clusters Score -2715021 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2715049.000000 Penalty: 3252.857666
	Iteration 26Q: 3 clusters Score -2715049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2715075.000000 Penalty: 3252.857666
	Iteration 27Q: 3 clusters Score -2715075 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2715100.500000 Penalty: 3252.857666
	Iteration 28Q: 3 clusters Score -2715100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2715111.500000 Penalty: 3252.857666
	Iteration 29Q: 3 clusters Score -2715112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2715127.250000 Penalty: 3252.857666
	Iteration 30Q: 3 clusters Score -2715127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2715136.750000 Penalty: 3252.857666
	Iteration 31Q: 3 clusters Score -2715137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2715143.500000 Penalty: 3252.857666
	Iteration 32Q: 3 clusters Score -2715144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2715145.750000 Penalty: 3252.857666
	Iteration 33Q: 3 clusters Score -2715146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2715152.250000 Penalty: 3252.857666
	Iteration 34Q: 3 clusters Score -2715152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2715156.750000 Penalty: 3252.857666
	Iteration 35Q: 3 clusters Score -2715157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2715159.250000 Penalty: 3252.857666
	Iteration 36Q: 3 clusters Score -2715159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2715157.500000 Penalty: 3252.857666
	Iteration 37Q: 3 clusters Score -2715158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2715162.000000 Penalty: 3252.857666
	Iteration 38Q: 3 clusters Score -2715162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2715161.250000 Penalty: 3252.857666
	Iteration 39Q: 3 clusters Score -2715161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -2715161.000000 Penalty: 3252.857666
	Iteration 40F: 3 clusters Score -2715161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2715161.000000 Penalty: 3252.857666
	Iteration 41Q: 3 clusters Score -2715161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2715160.250000 Penalty: 3252.857666
	Iteration 42Q: 3 clusters Score -2715160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2715161.500000 Penalty: 3252.857666
	Iteration 43Q: 3 clusters Score -2715162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2715162.500000 Penalty: 3252.857666
	Iteration 44Q: 3 clusters Score -2715162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2715162.000000 Penalty: 3252.857666
	Iteration 45Q: 3 clusters Score -2715162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2715166.750000 Penalty: 3252.857666
	Iteration 46Q: 3 clusters Score -2715167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2715163.250000 Penalty: 3252.857666
	Iteration 47Q: 3 clusters Score -2715163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2715163.250000 Penalty: 3252.857666
	Iteration 48F: 3 clusters Score -2715163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (93673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93673 members 
Entering Unmasked Estep 
Score: -11571828.000000 Penalty: 1860.229370
	Iteration 0F: 2 clusters Score -1.157183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -11513675.000000 Penalty: 3720.458740
	Iteration 0F: 3 clusters Score -1.151368e+07 nChanged 44716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -11539262.000000 Penalty: 3720.458740
	Iteration 1F: 3 clusters Score -1.153926e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -11540629.000000 Penalty: 3720.458740
	Iteration 2Q: 3 clusters Score -1.154063e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -11542838.000000 Penalty: 3720.458740
	Iteration 3Q: 3 clusters Score -1.154284e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -11546213.000000 Penalty: 3720.458740
	Iteration 4F: 3 clusters Score -1.154621e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -11551305.000000 Penalty: 3720.458740
	Iteration 5F: 3 clusters Score -1.15513e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -11557148.000000 Penalty: 3720.458740
	Iteration 6F: 3 clusters Score -1.155715e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -11561976.000000 Penalty: 3720.458740
	Iteration 7F: 3 clusters Score -1.156198e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -11564901.000000 Penalty: 3720.458740
	Iteration 8F: 3 clusters Score -1.15649e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -11566196.000000 Penalty: 3720.458740
	Iteration 9Q: 3 clusters Score -1.15662e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -11566687.000000 Penalty: 3720.458740
	Iteration 10Q: 3 clusters Score -1.156669e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -11566908.000000 Penalty: 3720.458740
	Iteration 11Q: 3 clusters Score -1.156691e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -11567056.000000 Penalty: 3720.458740
	Iteration 12Q: 3 clusters Score -1.156706e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -11567209.000000 Penalty: 3720.458740
	Iteration 13Q: 3 clusters Score -1.156721e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -11567417.000000 Penalty: 3720.458740
	Iteration 14Q: 3 clusters Score -1.156742e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -11567625.000000 Penalty: 3720.458740
	Iteration 15Q: 3 clusters Score -1.156762e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -11567771.000000 Penalty: 3720.458740
	Iteration 16Q: 3 clusters Score -1.156777e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -11567987.000000 Penalty: 3720.458740
	Iteration 17Q: 3 clusters Score -1.156799e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -11568146.000000 Penalty: 3720.458740
	Iteration 18Q: 3 clusters Score -1.156815e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -11568332.000000 Penalty: 3720.458740
	Iteration 19Q: 3 clusters Score -1.156833e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -11568593.000000 Penalty: 3720.458740
	Iteration 20F: 3 clusters Score -1.156859e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -11568867.000000 Penalty: 3720.458740
	Iteration 21Q: 3 clusters Score -1.156887e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -11569045.000000 Penalty: 3720.458740
	Iteration 22Q: 3 clusters Score -1.156904e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -11569268.000000 Penalty: 3720.458740
	Iteration 23Q: 3 clusters Score -1.156927e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -11569466.000000 Penalty: 3720.458740
	Iteration 24Q: 3 clusters Score -1.156947e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -11569694.000000 Penalty: 3720.458740
	Iteration 25Q: 3 clusters Score -1.156969e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -11569896.000000 Penalty: 3720.458740
	Iteration 26Q: 3 clusters Score -1.15699e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -11570074.000000 Penalty: 3720.458740
	Iteration 27Q: 3 clusters Score -1.157007e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -11570252.000000 Penalty: 3720.458740
	Iteration 28Q: 3 clusters Score -1.157025e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -11570360.000000 Penalty: 3720.458740
	Iteration 29Q: 3 clusters Score -1.157036e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 57991 members 
Entering Unmasked Estep 
Score: -11570495.000000 Penalty: 3720.458740
	Iteration 30Q: 3 clusters Score -1.15705e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 58998 members 
Entering Unmasked Estep 
Score: -11570740.000000 Penalty: 3720.458740
	Iteration 31Q: 3 clusters Score -1.157074e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 59961 members 
Entering Unmasked Estep 
Score: -11570899.000000 Penalty: 3720.458740
	Iteration 32Q: 3 clusters Score -1.15709e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -11570951.000000 Penalty: 3720.458740
	Iteration 33Q: 3 clusters Score -1.157095e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -11571088.000000 Penalty: 3720.458740
	Iteration 34Q: 3 clusters Score -1.157109e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -11571201.000000 Penalty: 3720.458740
	Iteration 35Q: 3 clusters Score -1.15712e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -11571285.000000 Penalty: 3720.458740
	Iteration 36Q: 3 clusters Score -1.157128e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 64465 members 
Entering Unmasked Estep 
Score: -11571435.000000 Penalty: 3720.458740
	Iteration 37Q: 3 clusters Score -1.157144e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -11571593.000000 Penalty: 3720.458740
	Iteration 38Q: 3 clusters Score -1.157159e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 66060 members 
Entering Unmasked Estep 
Score: -11571722.000000 Penalty: 3720.458740
	Iteration 39Q: 3 clusters Score -1.157172e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -11571821.000000 Penalty: 3720.458740
	Iteration 40F: 3 clusters Score -1.157182e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 67556 members 
Entering Unmasked Estep 
Score: -11571894.000000 Penalty: 3720.458740
	Iteration 41Q: 3 clusters Score -1.157189e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 68241 members 
Entering Unmasked Estep 
Score: -11571969.000000 Penalty: 3720.458740
	Iteration 42Q: 3 clusters Score -1.157197e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 68876 members 
Entering Unmasked Estep 
Score: -11572040.000000 Penalty: 3720.458740
	Iteration 43Q: 3 clusters Score -1.157204e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -11572124.000000 Penalty: 3720.458740
	Iteration 44Q: 3 clusters Score -1.157212e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 70095 members 
Entering Unmasked Estep 
Score: -11572220.000000 Penalty: 3720.458740
	Iteration 45Q: 3 clusters Score -1.157222e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 70652 members 
Entering Unmasked Estep 
Score: -11572238.000000 Penalty: 3720.458740
	Iteration 46Q: 3 clusters Score -1.157224e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 71146 members 
Entering Unmasked Estep 
Score: -11572302.000000 Penalty: 3720.458740
	Iteration 47Q: 3 clusters Score -1.15723e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
Score: -11572328.000000 Penalty: 3720.458740
	Iteration 48Q: 3 clusters Score -1.157233e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
Score: -11572381.000000 Penalty: 3720.458740
	Iteration 49Q: 3 clusters Score -1.157238e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 72535 members 
Entering Unmasked Estep 
Score: -11572398.000000 Penalty: 3720.458740
	Iteration 50Q: 3 clusters Score -1.15724e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 72968 members 
Entering Unmasked Estep 
Score: -11572417.000000 Penalty: 3720.458740
	Iteration 51Q: 3 clusters Score -1.157242e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 73388 members 
Entering Unmasked Estep 
Score: -11572439.000000 Penalty: 3720.458740
	Iteration 52Q: 3 clusters Score -1.157244e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -11572472.000000 Penalty: 3720.458740
	Iteration 53Q: 3 clusters Score -1.157247e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 74132 members 
Entering Unmasked Estep 
Score: -11572481.000000 Penalty: 3720.458740
	Iteration 54Q: 3 clusters Score -1.157248e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 74482 members 
Entering Unmasked Estep 
Score: -11572496.000000 Penalty: 3720.458740
	Iteration 55Q: 3 clusters Score -1.15725e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 74844 members 
Entering Unmasked Estep 
Score: -11572482.000000 Penalty: 3720.458740
	Iteration 56Q: 3 clusters Score -1.157248e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 75164 members 
Entering Unmasked Estep 
Score: -11572499.000000 Penalty: 3720.458740
	Iteration 57Q: 3 clusters Score -1.15725e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 75485 members 
Entering Unmasked Estep 
Score: -11572535.000000 Penalty: 3720.458740
	Iteration 58Q: 3 clusters Score -1.157254e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 75829 members 
Entering Unmasked Estep 
Score: -11572590.000000 Penalty: 3720.458740
	Iteration 59Q: 3 clusters Score -1.157259e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 76161 members 
Entering Unmasked Estep 
Score: -11572592.000000 Penalty: 3720.458740
	Iteration 60F: 3 clusters Score -1.157259e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 76495 members 
Entering Unmasked Estep 
Score: -11572599.000000 Penalty: 3720.458740
	Iteration 61Q: 3 clusters Score -1.15726e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 76831 members 
Entering Unmasked Estep 
Score: -11572598.000000 Penalty: 3720.458740
	Iteration 62Q: 3 clusters Score -1.15726e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 77137 members 
Entering Unmasked Estep 
Score: -11572605.000000 Penalty: 3720.458740
	Iteration 63Q: 3 clusters Score -1.15726e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 77427 members 
Entering Unmasked Estep 
Score: -11572601.000000 Penalty: 3720.458740
	Iteration 64Q: 3 clusters Score -1.15726e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 77704 members 
Entering Unmasked Estep 
Score: -11572624.000000 Penalty: 3720.458740
	Iteration 65Q: 3 clusters Score -1.157262e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 77963 members 
Entering Unmasked Estep 
Score: -11572606.000000 Penalty: 3720.458740
	Iteration 66Q: 3 clusters Score -1.157261e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 78173 members 
Entering Unmasked Estep 
Score: -11572627.000000 Penalty: 3720.458740
	Iteration 67Q: 3 clusters Score -1.157263e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 78362 members 
Entering Unmasked Estep 
Score: -11572609.000000 Penalty: 3720.458740
	Iteration 68Q: 3 clusters Score -1.157261e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 78554 members 
Entering Unmasked Estep 
Score: -11572640.000000 Penalty: 3720.458740
	Iteration 69Q: 3 clusters Score -1.157264e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 78755 members 
Entering Unmasked Estep 
Score: -11572608.000000 Penalty: 3720.458740
	Iteration 70Q: 3 clusters Score -1.157261e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -11572582.000000 Penalty: 3720.458740
	Iteration 71Q: 3 clusters Score -1.157258e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -11572605.000000 Penalty: 3720.458740
	Iteration 72Q: 3 clusters Score -1.15726e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -11572578.000000 Penalty: 3720.458740
	Iteration 73Q: 3 clusters Score -1.157258e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 79554 members 
Entering Unmasked Estep 
Score: -11572608.000000 Penalty: 3720.458740
	Iteration 74Q: 3 clusters Score -1.157261e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 79743 members 
Entering Unmasked Estep 
Score: -11572640.000000 Penalty: 3720.458740
	Iteration 75Q: 3 clusters Score -1.157264e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 79922 members 
Entering Unmasked Estep 
Score: -11572624.000000 Penalty: 3720.458740
	Iteration 76Q: 3 clusters Score -1.157262e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -11572654.000000 Penalty: 3720.458740
	Iteration 77Q: 3 clusters Score -1.157265e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 80316 members 
Entering Unmasked Estep 
Score: -11572660.000000 Penalty: 3720.458740
	Iteration 78Q: 3 clusters Score -1.157266e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 80502 members 
Entering Unmasked Estep 
Score: -11572663.000000 Penalty: 3720.458740
	Iteration 79Q: 3 clusters Score -1.157266e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 80683 members 
Entering Unmasked Estep 
Score: -11572636.000000 Penalty: 3720.458740
	Iteration 80F: 3 clusters Score -1.157264e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 80867 members 
Entering Unmasked Estep 
Score: -11572594.000000 Penalty: 3720.458740
	Iteration 81Q: 3 clusters Score -1.157259e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 81025 members 
Entering Unmasked Estep 
Score: -11572598.000000 Penalty: 3720.458740
	Iteration 82Q: 3 clusters Score -1.15726e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
Score: -11572604.000000 Penalty: 3720.458740
	Iteration 83Q: 3 clusters Score -1.15726e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -11572611.000000 Penalty: 3720.458740
	Iteration 84Q: 3 clusters Score -1.157261e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -11572604.000000 Penalty: 3720.458740
	Iteration 85Q: 3 clusters Score -1.15726e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -11572598.000000 Penalty: 3720.458740
	Iteration 86Q: 3 clusters Score -1.15726e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 81720 members 
Entering Unmasked Estep 
Score: -11572565.000000 Penalty: 3720.458740
	Iteration 87Q: 3 clusters Score -1.157256e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -11572547.000000 Penalty: 3720.458740
	Iteration 88Q: 3 clusters Score -1.157255e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 81980 members 
Entering Unmasked Estep 
Score: -11572532.000000 Penalty: 3720.458740
	Iteration 89Q: 3 clusters Score -1.157253e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 82088 members 
Entering Unmasked Estep 
Score: -11572485.000000 Penalty: 3720.458740
	Iteration 90Q: 3 clusters Score -1.157248e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -11572466.000000 Penalty: 3720.458740
	Iteration 91Q: 3 clusters Score -1.157247e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 82299 members 
Entering Unmasked Estep 
Score: -11572456.000000 Penalty: 3720.458740
	Iteration 92Q: 3 clusters Score -1.157246e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 82419 members 
Entering Unmasked Estep 
Score: -11572479.000000 Penalty: 3720.458740
	Iteration 93Q: 3 clusters Score -1.157248e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 82525 members 
Entering Unmasked Estep 
Score: -11572479.000000 Penalty: 3720.458740
	Iteration 94Q: 3 clusters Score -1.157248e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 82626 members 
Entering Unmasked Estep 
Score: -11572461.000000 Penalty: 3720.458740
	Iteration 95Q: 3 clusters Score -1.157246e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -11572428.000000 Penalty: 3720.458740
	Iteration 96Q: 3 clusters Score -1.157243e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 82820 members 
Entering Unmasked Estep 
Score: -11572420.000000 Penalty: 3720.458740
	Iteration 97Q: 3 clusters Score -1.157242e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 82922 members 
Entering Unmasked Estep 
Score: -11572412.000000 Penalty: 3720.458740
	Iteration 98Q: 3 clusters Score -1.157241e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -11572395.000000 Penalty: 3720.458740
	Iteration 99Q: 3 clusters Score -1.15724e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -11572373.000000 Penalty: 3720.458740
	Iteration 100F: 3 clusters Score -1.157237e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 83223 members 
Entering Unmasked Estep 
Score: -11572384.000000 Penalty: 3720.458740
	Iteration 101Q: 3 clusters Score -1.157238e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -11572381.000000 Penalty: 3720.458740
	Iteration 102Q: 3 clusters Score -1.157238e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -11572380.000000 Penalty: 3720.458740
	Iteration 103Q: 3 clusters Score -1.157238e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 83475 members 
Entering Unmasked Estep 
Score: -11572386.000000 Penalty: 3720.458740
	Iteration 104Q: 3 clusters Score -1.157239e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 83543 members 
Entering Unmasked Estep 
Score: -11572359.000000 Penalty: 3720.458740
	Iteration 105Q: 3 clusters Score -1.157236e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 83614 members 
Entering Unmasked Estep 
Score: -11572375.000000 Penalty: 3720.458740
	Iteration 106Q: 3 clusters Score -1.157238e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -11572356.000000 Penalty: 3720.458740
	Iteration 107Q: 3 clusters Score -1.157236e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 83743 members 
Entering Unmasked Estep 
Score: -11572364.000000 Penalty: 3720.458740
	Iteration 108Q: 3 clusters Score -1.157236e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -11572395.000000 Penalty: 3720.458740
	Iteration 109Q: 3 clusters Score -1.15724e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 83916 members 
Entering Unmasked Estep 
Score: -11572399.000000 Penalty: 3720.458740
	Iteration 110Q: 3 clusters Score -1.15724e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 84021 members 
Entering Unmasked Estep 
Score: -11572390.000000 Penalty: 3720.458740
	Iteration 111Q: 3 clusters Score -1.157239e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 84124 members 
Entering Unmasked Estep 
Score: -11572392.000000 Penalty: 3720.458740
	Iteration 112Q: 3 clusters Score -1.157239e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 84244 members 
Entering Unmasked Estep 
Score: -11572398.000000 Penalty: 3720.458740
	Iteration 113Q: 3 clusters Score -1.15724e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 84358 members 
Entering Unmasked Estep 
Score: -11572358.000000 Penalty: 3720.458740
	Iteration 114Q: 3 clusters Score -1.157236e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -11572360.000000 Penalty: 3720.458740
	Iteration 115Q: 3 clusters Score -1.157236e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -11572325.000000 Penalty: 3720.458740
	Iteration 116Q: 3 clusters Score -1.157232e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 84715 members 
Entering Unmasked Estep 
Score: -11572322.000000 Penalty: 3720.458740
	Iteration 117Q: 3 clusters Score -1.157232e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 84827 members 
Entering Unmasked Estep 
Score: -11572307.000000 Penalty: 3720.458740
	Iteration 118Q: 3 clusters Score -1.157231e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 84961 members 
Entering Unmasked Estep 
Score: -11572339.000000 Penalty: 3720.458740
	Iteration 119Q: 3 clusters Score -1.157234e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -11572371.000000 Penalty: 3720.458740
	Iteration 120F: 3 clusters Score -1.157237e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 85198 members 
Entering Unmasked Estep 
Score: -11572342.000000 Penalty: 3720.458740
	Iteration 121Q: 3 clusters Score -1.157234e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 85333 members 
Entering Unmasked Estep 
Score: -11572350.000000 Penalty: 3720.458740
	Iteration 122Q: 3 clusters Score -1.157235e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 85487 members 
Entering Unmasked Estep 
Score: -11572332.000000 Penalty: 3720.458740
	Iteration 123Q: 3 clusters Score -1.157233e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 85622 members 
Entering Unmasked Estep 
Score: -11572314.000000 Penalty: 3720.458740
	Iteration 124Q: 3 clusters Score -1.157231e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -11572303.000000 Penalty: 3720.458740
	Iteration 125Q: 3 clusters Score -1.15723e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 85902 members 
Entering Unmasked Estep 
Score: -11572290.000000 Penalty: 3720.458740
	Iteration 126Q: 3 clusters Score -1.157229e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 86043 members 
Entering Unmasked Estep 
Score: -11572307.000000 Penalty: 3720.458740
	Iteration 127Q: 3 clusters Score -1.157231e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 86188 members 
Entering Unmasked Estep 
Score: -11572323.000000 Penalty: 3720.458740
	Iteration 128Q: 3 clusters Score -1.157232e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 86340 members 
Entering Unmasked Estep 
Score: -11572315.000000 Penalty: 3720.458740
	Iteration 129Q: 3 clusters Score -1.157232e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 86476 members 
Entering Unmasked Estep 
Score: -11572346.000000 Penalty: 3720.458740
	Iteration 130Q: 3 clusters Score -1.157235e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 86620 members 
Entering Unmasked Estep 
Score: -11572332.000000 Penalty: 3720.458740
	Iteration 131Q: 3 clusters Score -1.157233e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 86761 members 
Entering Unmasked Estep 
Score: -11572324.000000 Penalty: 3720.458740
	Iteration 132Q: 3 clusters Score -1.157232e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 86898 members 
Entering Unmasked Estep 
Score: -11572317.000000 Penalty: 3720.458740
	Iteration 133Q: 3 clusters Score -1.157232e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 87043 members 
Entering Unmasked Estep 
Score: -11572300.000000 Penalty: 3720.458740
	Iteration 134Q: 3 clusters Score -1.15723e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 87186 members 
Entering Unmasked Estep 
Score: -11572295.000000 Penalty: 3720.458740
	Iteration 135Q: 3 clusters Score -1.15723e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 87302 members 
Entering Unmasked Estep 
Score: -11572315.000000 Penalty: 3720.458740
	Iteration 136Q: 3 clusters Score -1.157232e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 87428 members 
Entering Unmasked Estep 
Score: -11572292.000000 Penalty: 3720.458740
	Iteration 137Q: 3 clusters Score -1.157229e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -11572273.000000 Penalty: 3720.458740
	Iteration 138Q: 3 clusters Score -1.157227e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 87646 members 
Entering Unmasked Estep 
Score: -11572264.000000 Penalty: 3720.458740
	Iteration 139Q: 3 clusters Score -1.157226e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 87737 members 
Entering Unmasked Estep 
Score: -11572258.000000 Penalty: 3720.458740
	Iteration 140F: 3 clusters Score -1.157226e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -11572250.000000 Penalty: 3720.458740
	Iteration 141Q: 3 clusters Score -1.157225e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 87908 members 
Entering Unmasked Estep 
Score: -11572265.000000 Penalty: 3720.458740
	Iteration 142Q: 3 clusters Score -1.157226e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 87984 members 
Entering Unmasked Estep 
Score: -11572243.000000 Penalty: 3720.458740
	Iteration 143Q: 3 clusters Score -1.157224e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 88052 members 
Entering Unmasked Estep 
Score: -11572237.000000 Penalty: 3720.458740
	Iteration 144Q: 3 clusters Score -1.157224e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 88114 members 
Entering Unmasked Estep 
Score: -11572239.000000 Penalty: 3720.458740
	Iteration 145Q: 3 clusters Score -1.157224e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 88177 members 
Entering Unmasked Estep 
Score: -11572232.000000 Penalty: 3720.458740
	Iteration 146Q: 3 clusters Score -1.157223e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 88239 members 
Entering Unmasked Estep 
Score: -11572221.000000 Penalty: 3720.458740
	Iteration 147Q: 3 clusters Score -1.157222e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 88305 members 
Entering Unmasked Estep 
Score: -11572224.000000 Penalty: 3720.458740
	Iteration 148Q: 3 clusters Score -1.157222e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 88374 members 
Entering Unmasked Estep 
Score: -11572226.000000 Penalty: 3720.458740
	Iteration 149Q: 3 clusters Score -1.157223e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 88441 members 
Entering Unmasked Estep 
Score: -11572229.000000 Penalty: 3720.458740
	Iteration 150Q: 3 clusters Score -1.157223e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 88531 members 
Entering Unmasked Estep 
Score: -11572241.000000 Penalty: 3720.458740
	Iteration 151Q: 3 clusters Score -1.157224e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 88600 members 
Entering Unmasked Estep 
Score: -11572267.000000 Penalty: 3720.458740
	Iteration 152Q: 3 clusters Score -1.157227e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 88660 members 
Entering Unmasked Estep 
Score: -11572279.000000 Penalty: 3720.458740
	Iteration 153Q: 3 clusters Score -1.157228e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 88720 members 
Entering Unmasked Estep 
Score: -11572264.000000 Penalty: 3720.458740
	Iteration 154Q: 3 clusters Score -1.157226e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 88775 members 
Entering Unmasked Estep 
Score: -11572256.000000 Penalty: 3720.458740
	Iteration 155Q: 3 clusters Score -1.157226e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 88829 members 
Entering Unmasked Estep 
Score: -11572248.000000 Penalty: 3720.458740
	Iteration 156Q: 3 clusters Score -1.157225e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -11572254.000000 Penalty: 3720.458740
	Iteration 157Q: 3 clusters Score -1.157225e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 88915 members 
Entering Unmasked Estep 
Score: -11572248.000000 Penalty: 3720.458740
	Iteration 158Q: 3 clusters Score -1.157225e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 88949 members 
Entering Unmasked Estep 
Score: -11572243.000000 Penalty: 3720.458740
	Iteration 159Q: 3 clusters Score -1.157224e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 88983 members 
Entering Unmasked Estep 
Score: -11572233.000000 Penalty: 3720.458740
	Iteration 160F: 3 clusters Score -1.157223e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 89015 members 
Entering Unmasked Estep 
Score: -11572253.000000 Penalty: 3720.458740
	Iteration 161Q: 3 clusters Score -1.157225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -11572268.000000 Penalty: 3720.458740
	Iteration 162Q: 3 clusters Score -1.157227e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 89056 members 
Entering Unmasked Estep 
Score: -11572274.000000 Penalty: 3720.458740
	Iteration 163Q: 3 clusters Score -1.157227e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 89078 members 
Entering Unmasked Estep 
Score: -11572262.000000 Penalty: 3720.458740
	Iteration 164Q: 3 clusters Score -1.157226e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -11572257.000000 Penalty: 3720.458740
	Iteration 165Q: 3 clusters Score -1.157226e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 89123 members 
Entering Unmasked Estep 
Score: -11572267.000000 Penalty: 3720.458740
	Iteration 166Q: 3 clusters Score -1.157227e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 89145 members 
Entering Unmasked Estep 
Score: -11572253.000000 Penalty: 3720.458740
	Iteration 167Q: 3 clusters Score -1.157225e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 89166 members 
Entering Unmasked Estep 
Score: -11572245.000000 Penalty: 3720.458740
	Iteration 168Q: 3 clusters Score -1.157224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 89183 members 
Entering Unmasked Estep 
Score: -11572247.000000 Penalty: 3720.458740
	Iteration 169Q: 3 clusters Score -1.157225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -11572263.000000 Penalty: 3720.458740
	Iteration 170Q: 3 clusters Score -1.157226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 89216 members 
Entering Unmasked Estep 
Score: -11572263.000000 Penalty: 3720.458740
	Iteration 171Q: 3 clusters Score -1.157226e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 89235 members 
Entering Unmasked Estep 
Score: -11572244.000000 Penalty: 3720.458740
	Iteration 172Q: 3 clusters Score -1.157224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 89252 members 
Entering Unmasked Estep 
Score: -11572243.000000 Penalty: 3720.458740
	Iteration 173Q: 3 clusters Score -1.157224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 89268 members 
Entering Unmasked Estep 
Score: -11572245.000000 Penalty: 3720.458740
	Iteration 174Q: 3 clusters Score -1.157224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 89277 members 
Entering Unmasked Estep 
Score: -11572258.000000 Penalty: 3720.458740
	Iteration 175Q: 3 clusters Score -1.157226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 89285 members 
Entering Unmasked Estep 
Score: -11572257.000000 Penalty: 3720.458740
	Iteration 176Q: 3 clusters Score -1.157226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 89294 members 
Entering Unmasked Estep 
Score: -11572252.000000 Penalty: 3720.458740
	Iteration 177Q: 3 clusters Score -1.157225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 89306 members 
Entering Unmasked Estep 
Score: -11572253.000000 Penalty: 3720.458740
	Iteration 178Q: 3 clusters Score -1.157225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
Score: -11572238.000000 Penalty: 3720.458740
	Iteration 179Q: 3 clusters Score -1.157224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 89330 members 
Entering Unmasked Estep 
Score: -11572242.000000 Penalty: 3720.458740
	Iteration 180F: 3 clusters Score -1.157224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 89344 members 
Entering Unmasked Estep 
Score: -11572251.000000 Penalty: 3720.458740
	Iteration 181Q: 3 clusters Score -1.157225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 89359 members 
Entering Unmasked Estep 
Score: -11572238.000000 Penalty: 3720.458740
	Iteration 182Q: 3 clusters Score -1.157224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 89371 members 
Entering Unmasked Estep 
Score: -11572235.000000 Penalty: 3720.458740
	Iteration 183Q: 3 clusters Score -1.157224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 89383 members 
Entering Unmasked Estep 
Score: -11572224.000000 Penalty: 3720.458740
	Iteration 184Q: 3 clusters Score -1.157222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 89389 members 
Entering Unmasked Estep 
Score: -11572237.000000 Penalty: 3720.458740
	Iteration 185Q: 3 clusters Score -1.157224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 89395 members 
Entering Unmasked Estep 
Score: -11572230.000000 Penalty: 3720.458740
	Iteration 186Q: 3 clusters Score -1.157223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -11572214.000000 Penalty: 3720.458740
	Iteration 187Q: 3 clusters Score -1.157221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 89408 members 
Entering Unmasked Estep 
Score: -11572208.000000 Penalty: 3720.458740
	Iteration 188Q: 3 clusters Score -1.157221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 89417 members 
Entering Unmasked Estep 
Score: -11572210.000000 Penalty: 3720.458740
	Iteration 189Q: 3 clusters Score -1.157221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 89427 members 
Entering Unmasked Estep 
Score: -11572208.000000 Penalty: 3720.458740
	Iteration 190Q: 3 clusters Score -1.157221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 89433 members 
Entering Unmasked Estep 
Score: -11572208.000000 Penalty: 3720.458740
	Iteration 191Q: 3 clusters Score -1.157221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 89437 members 
Entering Unmasked Estep 
Score: -11572203.000000 Penalty: 3720.458740
	Iteration 192Q: 3 clusters Score -1.15722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 89438 members 
Entering Unmasked Estep 
Score: -11572199.000000 Penalty: 3720.458740
	Iteration 193Q: 3 clusters Score -1.15722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 89438 members 
Entering Unmasked Estep 
Score: -11572199.000000 Penalty: 3720.458740
	Iteration 194F: 3 clusters Score -1.15722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 89438 members 
Mstep: Class 2 contains 15960 members 
Mstep: Class 3 contains 87395 members 
Mstep: Class 4 contains 55152 members 
Mstep: Class 5 contains 5330 members 
Mstep: Class 6 contains 75895 members 
Mstep: Class 7 contains 74616 members 
Mstep: Class 8 contains 50315 members 
Mstep: Class 9 contains 4003 members 
Mstep: Class 10 contains 89493 members 
Mstep: Class 11 contains 22221 members 
Mstep: Class 12 contains 4235 members 
Mstep: Class 15 contains 1048 members 
Mstep: Class 18 contains 16194 members 
Mstep: Class 19 contains 29959 members 
Entering Unmasked Estep 
Score: -75536992.000000 Penalty: 32515.083984
Splitting cluster 12 changes total score from -75536152.000000 to -75536992.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 15 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -124731.843750 Penalty: 1130.128784
	Iteration 0F: 2 clusters Score -124731.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -123249.007812 Penalty: 2260.257568
	Iteration 0F: 3 clusters Score -123249 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -123496.617188 Penalty: 2260.257568
	Iteration 1F: 3 clusters Score -123496.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -123582.187500 Penalty: 2260.257568
	Iteration 2F: 3 clusters Score -123582.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -123631.992188 Penalty: 2260.257568
	Iteration 3Q: 3 clusters Score -123632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -123664.242188 Penalty: 2260.257568
	Iteration 4Q: 3 clusters Score -123664.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -123695.046875 Penalty: 2260.257568
	Iteration 5Q: 3 clusters Score -123695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -123703.992188 Penalty: 2260.257568
	Iteration 6Q: 3 clusters Score -123704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -123717.382812 Penalty: 2260.257568
	Iteration 7Q: 3 clusters Score -123717.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -123734.000000 Penalty: 2260.257568
	Iteration 8Q: 3 clusters Score -123734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -123766.476562 Penalty: 2260.257568
	Iteration 9Q: 3 clusters Score -123766.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -123808.421875 Penalty: 2260.257568
	Iteration 10Q: 3 clusters Score -123808.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -123865.585938 Penalty: 2260.257568
	Iteration 11Q: 3 clusters Score -123865.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -123932.109375 Penalty: 2260.257568
	Iteration 12Q: 3 clusters Score -123932.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -124010.148438 Penalty: 2260.257568
	Iteration 13Q: 3 clusters Score -124010.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -124109.734375 Penalty: 2260.257568
	Iteration 14Q: 3 clusters Score -124109.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -124223.726562 Penalty: 2260.257568
	Iteration 15Q: 3 clusters Score -124223.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -124324.460938 Penalty: 2260.257568
	Iteration 16Q: 3 clusters Score -124324.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -124384.234375 Penalty: 2260.257568
	Iteration 17Q: 3 clusters Score -124384.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -124430.460938 Penalty: 2260.257568
	Iteration 18Q: 3 clusters Score -124430.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -124454.679688 Penalty: 2260.257568
	Iteration 19Q: 3 clusters Score -124454.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -124477.976562 Penalty: 2260.257568
	Iteration 20F: 3 clusters Score -124478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -124496.617188 Penalty: 2260.257568
	Iteration 21Q: 3 clusters Score -124496.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -124502.992188 Penalty: 2260.257568
	Iteration 22Q: 3 clusters Score -124503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -124508.164062 Penalty: 2260.257568
	Iteration 23Q: 3 clusters Score -124508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -124510.492188 Penalty: 2260.257568
	Iteration 24Q: 3 clusters Score -124510.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -124510.492188 Penalty: 2260.257568
	Iteration 25F: 3 clusters Score -124510.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Entering Unmasked Estep 
Score: -1911523.000000 Penalty: 1575.014404
	Iteration 0F: 2 clusters Score -1911523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1900472.000000 Penalty: 3150.028809
	Iteration 0F: 3 clusters Score -1900472 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1904352.000000 Penalty: 3150.028809
	Iteration 1F: 3 clusters Score -1904352 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1904738.875000 Penalty: 3150.028809
	Iteration 2F: 3 clusters Score -1904739 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1905239.000000 Penalty: 3150.028809
	Iteration 3F: 3 clusters Score -1905239 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1906104.500000 Penalty: 3150.028809
	Iteration 4F: 3 clusters Score -1906104 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1907296.125000 Penalty: 3150.028809
	Iteration 5F: 3 clusters Score -1907296 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1908468.750000 Penalty: 3150.028809
	Iteration 6F: 3 clusters Score -1908469 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1909530.750000 Penalty: 3150.028809
	Iteration 7F: 3 clusters Score -1909531 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1910365.000000 Penalty: 3150.028809
	Iteration 8F: 3 clusters Score -1910365 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1911005.000000 Penalty: 3150.028809
	Iteration 9F: 3 clusters Score -1911005 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1911452.000000 Penalty: 3150.028809
	Iteration 10Q: 3 clusters Score -1911452 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1911788.000000 Penalty: 3150.028809
	Iteration 11Q: 3 clusters Score -1911788 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1912053.375000 Penalty: 3150.028809
	Iteration 12Q: 3 clusters Score -1912053 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1912253.250000 Penalty: 3150.028809
	Iteration 13Q: 3 clusters Score -1912253 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1912399.000000 Penalty: 3150.028809
	Iteration 14Q: 3 clusters Score -1912399 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1912490.375000 Penalty: 3150.028809
	Iteration 15Q: 3 clusters Score -1912490 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1912547.500000 Penalty: 3150.028809
	Iteration 16Q: 3 clusters Score -1912548 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1912581.000000 Penalty: 3150.028809
	Iteration 17Q: 3 clusters Score -1912581 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1912606.250000 Penalty: 3150.028809
	Iteration 18Q: 3 clusters Score -1912606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1912626.000000 Penalty: 3150.028809
	Iteration 19Q: 3 clusters Score -1912626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1912651.625000 Penalty: 3150.028809
	Iteration 20F: 3 clusters Score -1912652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1912656.000000 Penalty: 3150.028809
	Iteration 21Q: 3 clusters Score -1912656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1912657.000000 Penalty: 3150.028809
	Iteration 22Q: 3 clusters Score -1912657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1912661.750000 Penalty: 3150.028809
	Iteration 23Q: 3 clusters Score -1912662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1912663.875000 Penalty: 3150.028809
	Iteration 24Q: 3 clusters Score -1912664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1912668.625000 Penalty: 3150.028809
	Iteration 25Q: 3 clusters Score -1912669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1912672.875000 Penalty: 3150.028809
	Iteration 26Q: 3 clusters Score -1912673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1912676.750000 Penalty: 3150.028809
	Iteration 27Q: 3 clusters Score -1912677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1912674.125000 Penalty: 3150.028809
	Iteration 28Q: 3 clusters Score -1912674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1912675.250000 Penalty: 3150.028809
	Iteration 29Q: 3 clusters Score -1912675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1912677.000000 Penalty: 3150.028809
	Iteration 30Q: 3 clusters Score -1912677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1912676.000000 Penalty: 3150.028809
	Iteration 31Q: 3 clusters Score -1912676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1912677.125000 Penalty: 3150.028809
	Iteration 32Q: 3 clusters Score -1912677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1912678.250000 Penalty: 3150.028809
	Iteration 33Q: 3 clusters Score -1912678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1912674.500000 Penalty: 3150.028809
	Iteration 34Q: 3 clusters Score -1912674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1912674.500000 Penalty: 3150.028809
	Iteration 35F: 3 clusters Score -1912674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 89438 members 
Mstep: Class 2 contains 15960 members 
Mstep: Class 3 contains 87395 members 
Mstep: Class 4 contains 55152 members 
Mstep: Class 5 contains 5330 members 
Mstep: Class 6 contains 75895 members 
Mstep: Class 7 contains 74616 members 
Mstep: Class 8 contains 50315 members 
Mstep: Class 9 contains 4003 members 
Mstep: Class 10 contains 89493 members 
Mstep: Class 11 contains 22221 members 
Mstep: Class 12 contains 4235 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 15 contains 1048 members 
Mstep: Class 18 contains 15293 members 
Mstep: Class 19 contains 29959 members 
Entering Unmasked Estep 
Score: -75537824.000000 Penalty: 34682.753906
Splitting cluster 18 changes total score from -75536152.000000 to -75537824.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 19 (29959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Entering Unmasked Estep 
Score: -3735630.500000 Penalty: 1674.982544
	Iteration 0F: 2 clusters Score -3735630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3715503.250000 Penalty: 3349.965088
	Iteration 0F: 3 clusters Score -3715503 nChanged 13801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3722843.250000 Penalty: 3349.965088
	Iteration 1F: 3 clusters Score -3722843 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3723258.750000 Penalty: 3349.965088
	Iteration 2Q: 3 clusters Score -3723259 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3723644.750000 Penalty: 3349.965088
	Iteration 3Q: 3 clusters Score -3723645 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3724055.500000 Penalty: 3349.965088
	Iteration 4Q: 3 clusters Score -3724056 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3724537.250000 Penalty: 3349.965088
	Iteration 5Q: 3 clusters Score -3724537 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -3725200.000000 Penalty: 3349.965088
	Iteration 6Q: 3 clusters Score -3725200 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3726089.500000 Penalty: 3349.965088
	Iteration 7F: 3 clusters Score -3726090 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3727252.000000 Penalty: 3349.965088
	Iteration 8F: 3 clusters Score -3727252 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -3728661.500000 Penalty: 3349.965088
	Iteration 9F: 3 clusters Score -3728662 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -3729884.000000 Penalty: 3349.965088
	Iteration 10F: 3 clusters Score -3729884 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3730633.000000 Penalty: 3349.965088
	Iteration 11Q: 3 clusters Score -3730633 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3731054.750000 Penalty: 3349.965088
	Iteration 12Q: 3 clusters Score -3731055 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -3731306.500000 Penalty: 3349.965088
	Iteration 13Q: 3 clusters Score -3731306 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -3731522.000000 Penalty: 3349.965088
	Iteration 14Q: 3 clusters Score -3731522 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3731700.750000 Penalty: 3349.965088
	Iteration 15Q: 3 clusters Score -3731701 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3731905.750000 Penalty: 3349.965088
	Iteration 16Q: 3 clusters Score -3731906 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -3732066.750000 Penalty: 3349.965088
	Iteration 17Q: 3 clusters Score -3732067 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -3732267.750000 Penalty: 3349.965088
	Iteration 18Q: 3 clusters Score -3732268 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -3732431.750000 Penalty: 3349.965088
	Iteration 19Q: 3 clusters Score -3732432 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -3732562.750000 Penalty: 3349.965088
	Iteration 20F: 3 clusters Score -3732563 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -3732708.000000 Penalty: 3349.965088
	Iteration 21Q: 3 clusters Score -3732708 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -3732848.250000 Penalty: 3349.965088
	Iteration 22Q: 3 clusters Score -3732848 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -3732939.500000 Penalty: 3349.965088
	Iteration 23Q: 3 clusters Score -3732940 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -3733063.750000 Penalty: 3349.965088
	Iteration 24Q: 3 clusters Score -3733064 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3733134.500000 Penalty: 3349.965088
	Iteration 25Q: 3 clusters Score -3733134 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3733210.500000 Penalty: 3349.965088
	Iteration 26Q: 3 clusters Score -3733210 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -3733278.750000 Penalty: 3349.965088
	Iteration 27Q: 3 clusters Score -3733279 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -3733329.250000 Penalty: 3349.965088
	Iteration 28Q: 3 clusters Score -3733329 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3733361.250000 Penalty: 3349.965088
	Iteration 29Q: 3 clusters Score -3733361 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3733372.500000 Penalty: 3349.965088
	Iteration 30Q: 3 clusters Score -3733372 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -3733404.750000 Penalty: 3349.965088
	Iteration 31Q: 3 clusters Score -3733405 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -3733441.750000 Penalty: 3349.965088
	Iteration 32Q: 3 clusters Score -3733442 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3733465.500000 Penalty: 3349.965088
	Iteration 33Q: 3 clusters Score -3733466 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -3733483.250000 Penalty: 3349.965088
	Iteration 34Q: 3 clusters Score -3733483 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3733510.000000 Penalty: 3349.965088
	Iteration 35Q: 3 clusters Score -3733510 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3733540.750000 Penalty: 3349.965088
	Iteration 36Q: 3 clusters Score -3733541 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3733596.500000 Penalty: 3349.965088
	Iteration 37Q: 3 clusters Score -3733596 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -3733643.000000 Penalty: 3349.965088
	Iteration 38Q: 3 clusters Score -3733643 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3733688.500000 Penalty: 3349.965088
	Iteration 39Q: 3 clusters Score -3733688 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3733736.250000 Penalty: 3349.965088
	Iteration 40F: 3 clusters Score -3733736 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3733788.250000 Penalty: 3349.965088
	Iteration 41Q: 3 clusters Score -3733788 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3733839.000000 Penalty: 3349.965088
	Iteration 42Q: 3 clusters Score -3733839 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3733889.500000 Penalty: 3349.965088
	Iteration 43Q: 3 clusters Score -3733890 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3733931.250000 Penalty: 3349.965088
	Iteration 44Q: 3 clusters Score -3733931 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3733951.500000 Penalty: 3349.965088
	Iteration 45Q: 3 clusters Score -3733952 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3733979.250000 Penalty: 3349.965088
	Iteration 46Q: 3 clusters Score -3733979 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3734008.500000 Penalty: 3349.965088
	Iteration 47Q: 3 clusters Score -3734008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3734038.750000 Penalty: 3349.965088
	Iteration 48Q: 3 clusters Score -3734039 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3734055.500000 Penalty: 3349.965088
	Iteration 49Q: 3 clusters Score -3734056 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3734085.250000 Penalty: 3349.965088
	Iteration 50Q: 3 clusters Score -3734085 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3734101.250000 Penalty: 3349.965088
	Iteration 51Q: 3 clusters Score -3734101 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3734136.000000 Penalty: 3349.965088
	Iteration 52Q: 3 clusters Score -3734136 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3734164.250000 Penalty: 3349.965088
	Iteration 53Q: 3 clusters Score -3734164 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3734167.500000 Penalty: 3349.965088
	Iteration 54Q: 3 clusters Score -3734168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3734183.250000 Penalty: 3349.965088
	Iteration 55Q: 3 clusters Score -3734183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3734182.500000 Penalty: 3349.965088
	Iteration 56Q: 3 clusters Score -3734182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3734193.750000 Penalty: 3349.965088
	Iteration 57Q: 3 clusters Score -3734194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3734200.000000 Penalty: 3349.965088
	Iteration 58Q: 3 clusters Score -3734200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3734199.500000 Penalty: 3349.965088
	Iteration 59Q: 3 clusters Score -3734200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3734208.000000 Penalty: 3349.965088
	Iteration 60F: 3 clusters Score -3734208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3734207.250000 Penalty: 3349.965088
	Iteration 61Q: 3 clusters Score -3734207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3734216.250000 Penalty: 3349.965088
	Iteration 62Q: 3 clusters Score -3734216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3734221.250000 Penalty: 3349.965088
	Iteration 63Q: 3 clusters Score -3734221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3734216.500000 Penalty: 3349.965088
	Iteration 64Q: 3 clusters Score -3734216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3734220.500000 Penalty: 3349.965088
	Iteration 65Q: 3 clusters Score -3734220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3734224.750000 Penalty: 3349.965088
	Iteration 66Q: 3 clusters Score -3734225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3734223.750000 Penalty: 3349.965088
	Iteration 67Q: 3 clusters Score -3734224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3734229.000000 Penalty: 3349.965088
	Iteration 68Q: 3 clusters Score -3734229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3734228.000000 Penalty: 3349.965088
	Iteration 69Q: 3 clusters Score -3734228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3734225.000000 Penalty: 3349.965088
	Iteration 70Q: 3 clusters Score -3734225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3734230.000000 Penalty: 3349.965088
	Iteration 71Q: 3 clusters Score -3734230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3734235.750000 Penalty: 3349.965088
	Iteration 72Q: 3 clusters Score -3734236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3734237.250000 Penalty: 3349.965088
	Iteration 73Q: 3 clusters Score -3734237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3734234.750000 Penalty: 3349.965088
	Iteration 74Q: 3 clusters Score -3734235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3734237.250000 Penalty: 3349.965088
	Iteration 75Q: 3 clusters Score -3734237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3734237.250000 Penalty: 3349.965088
	Iteration 76F: 3 clusters Score -3734237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 15960 members 
Mstep: Class 3 contains 87395 members 
Mstep: Class 4 contains 55152 members 
Mstep: Class 5 contains 5330 members 
Mstep: Class 6 contains 75895 members 
Mstep: Class 7 contains 74616 members 
Mstep: Class 8 contains 50315 members 
Mstep: Class 9 contains 4003 members 
Mstep: Class 10 contains 89493 members 
Mstep: Class 11 contains 22221 members 
Mstep: Class 12 contains 4235 members 
Mstep: Class 15 contains 1048 members 
Mstep: Class 18 contains 15293 members 
Mstep: Class 19 contains 29959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75539312.000000 Penalty: 34682.753906
Iteration 39Q: 17 clusters Score -7.553931e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87723 members 
Mstep: Class 2 contains 16972 members 
Mstep: Class 3 contains 87094 members 
Mstep: Class 4 contains 55084 members 
Mstep: Class 5 contains 5269 members 
Mstep: Class 6 contains 75954 members 
Mstep: Class 7 contains 74475 members 
Mstep: Class 8 contains 50200 members 
Mstep: Class 9 contains 4036 members 
Mstep: Class 10 contains 89445 members 
Mstep: Class 11 contains 21824 members 
Mstep: Class 12 contains 4568 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 15 contains 1045 members 
Mstep: Class 18 contains 15677 members 
Mstep: Class 19 contains 30990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75542472.000000 Penalty: 34682.753906
Iteration 40F: 17 clusters Score -7.554247e+07 nChanged 10480
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 88089 members 
Mstep: Class 2 contains 18273 members 
Mstep: Class 3 contains 86605 members 
Mstep: Class 4 contains 54572 members 
Mstep: Class 5 contains 5183 members 
Mstep: Class 6 contains 75715 members 
Mstep: Class 7 contains 73187 members 
Mstep: Class 8 contains 49415 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 10 contains 89631 members 
Mstep: Class 11 contains 21455 members 
Mstep: Class 12 contains 4793 members 
Mstep: Class 13 contains 909 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 18 contains 15992 members 
Mstep: Class 19 contains 32341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75544088.000000 Penalty: 34682.753906
Iteration 41Q: 17 clusters Score -7.554409e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 88036 members 
Mstep: Class 2 contains 19570 members 
Mstep: Class 3 contains 86133 members 
Mstep: Class 4 contains 54188 members 
Mstep: Class 5 contains 5115 members 
Mstep: Class 6 contains 75486 members 
Mstep: Class 7 contains 72157 members 
Mstep: Class 8 contains 48790 members 
Mstep: Class 9 contains 4073 members 
Mstep: Class 10 contains 89562 members 
Mstep: Class 11 contains 21098 members 
Mstep: Class 12 contains 5061 members 
Mstep: Class 13 contains 921 members 
Mstep: Class 15 contains 1045 members 
Mstep: Class 18 contains 16267 members 
Mstep: Class 19 contains 33752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75545512.000000 Penalty: 34682.753906
Iteration 42Q: 17 clusters Score -7.554551e+07 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87747 members 
Mstep: Class 2 contains 20831 members 
Mstep: Class 3 contains 85647 members 
Mstep: Class 4 contains 53848 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 75273 members 
Mstep: Class 7 contains 71340 members 
Mstep: Class 8 contains 48184 members 
Mstep: Class 9 contains 4115 members 
Mstep: Class 10 contains 89461 members 
Mstep: Class 11 contains 20783 members 
Mstep: Class 12 contains 5340 members 
Mstep: Class 13 contains 947 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 18 contains 16441 members 
Mstep: Class 19 contains 35186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75546560.000000 Penalty: 34682.753906
Iteration 43Q: 17 clusters Score -7.554656e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87363 members 
Mstep: Class 2 contains 22066 members 
Mstep: Class 3 contains 85171 members 
Mstep: Class 4 contains 53520 members 
Mstep: Class 5 contains 5033 members 
Mstep: Class 6 contains 75089 members 
Mstep: Class 7 contains 70621 members 
Mstep: Class 8 contains 47574 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 89477 members 
Mstep: Class 11 contains 20448 members 
Mstep: Class 12 contains 5604 members 
Mstep: Class 13 contains 977 members 
Mstep: Class 15 contains 1043 members 
Mstep: Class 18 contains 16581 members 
Mstep: Class 19 contains 36545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75548024.000000 Penalty: 34682.753906
Iteration 44Q: 17 clusters Score -7.554802e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86879 members 
Mstep: Class 2 contains 23229 members 
Mstep: Class 3 contains 84735 members 
Mstep: Class 4 contains 53177 members 
Mstep: Class 5 contains 4994 members 
Mstep: Class 6 contains 74896 members 
Mstep: Class 7 contains 70043 members 
Mstep: Class 8 contains 47039 members 
Mstep: Class 9 contains 4179 members 
Mstep: Class 10 contains 89435 members 
Mstep: Class 11 contains 20154 members 
Mstep: Class 12 contains 5825 members 
Mstep: Class 13 contains 995 members 
Mstep: Class 15 contains 1045 members 
Mstep: Class 18 contains 16757 members 
Mstep: Class 19 contains 37872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75549720.000000 Penalty: 34682.753906
Iteration 45Q: 17 clusters Score -7.554972e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 86310 members 
Mstep: Class 2 contains 24358 members 
Mstep: Class 3 contains 84405 members 
Mstep: Class 4 contains 52801 members 
Mstep: Class 5 contains 4951 members 
Mstep: Class 6 contains 74679 members 
Mstep: Class 7 contains 69621 members 
Mstep: Class 8 contains 46507 members 
Mstep: Class 9 contains 4197 members 
Mstep: Class 10 contains 89498 members 
Mstep: Class 11 contains 19812 members 
Mstep: Class 12 contains 6034 members 
Mstep: Class 13 contains 1017 members 
Mstep: Class 15 contains 1048 members 
Mstep: Class 18 contains 16903 members 
Mstep: Class 19 contains 39113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75551632.000000 Penalty: 34682.753906
Iteration 46Q: 17 clusters Score -7.555163e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85755 members 
Mstep: Class 2 contains 25479 members 
Mstep: Class 3 contains 84010 members 
Mstep: Class 4 contains 52468 members 
Mstep: Class 5 contains 4914 members 
Mstep: Class 6 contains 74462 members 
Mstep: Class 7 contains 69270 members 
Mstep: Class 8 contains 45991 members 
Mstep: Class 9 contains 4232 members 
Mstep: Class 10 contains 89636 members 
Mstep: Class 11 contains 19455 members 
Mstep: Class 12 contains 6185 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 15 contains 1044 members 
Mstep: Class 18 contains 17040 members 
Mstep: Class 19 contains 40275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75553384.000000 Penalty: 34682.753906
Iteration 47Q: 17 clusters Score -7.555338e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85213 members 
Mstep: Class 2 contains 26554 members 
Mstep: Class 3 contains 83583 members 
Mstep: Class 4 contains 52198 members 
Mstep: Class 5 contains 4874 members 
Mstep: Class 6 contains 74261 members 
Mstep: Class 7 contains 68985 members 
Mstep: Class 8 contains 45508 members 
Mstep: Class 9 contains 4252 members 
Mstep: Class 10 contains 89802 members 
Mstep: Class 11 contains 19092 members 
Mstep: Class 12 contains 6321 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 15 contains 1039 members 
Mstep: Class 18 contains 17169 members 
Mstep: Class 19 contains 41342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75554696.000000 Penalty: 34682.753906
Iteration 48Q: 17 clusters Score -7.55547e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 84681 members 
Mstep: Class 2 contains 27646 members 
Mstep: Class 3 contains 83253 members 
Mstep: Class 4 contains 51918 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 74056 members 
Mstep: Class 7 contains 68749 members 
Mstep: Class 8 contains 45021 members 
Mstep: Class 9 contains 4291 members 
Mstep: Class 10 contains 89976 members 
Mstep: Class 11 contains 18732 members 
Mstep: Class 12 contains 6417 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 15 contains 1038 members 
Mstep: Class 18 contains 17274 members 
Mstep: Class 19 contains 42314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75555664.000000 Penalty: 34682.753906
Iteration 49Q: 17 clusters Score -7.555566e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 28664 members 
Mstep: Class 3 contains 82935 members 
Mstep: Class 4 contains 51648 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 73842 members 
Mstep: Class 7 contains 68529 members 
Mstep: Class 8 contains 44591 members 
Mstep: Class 9 contains 4308 members 
Mstep: Class 10 contains 90191 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 6495 members 
Mstep: Class 13 contains 1103 members 
Mstep: Class 15 contains 1038 members 
Mstep: Class 18 contains 17370 members 
Mstep: Class 19 contains 43240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75557352.000000 Penalty: 34682.753906
Iteration 50Q: 17 clusters Score -7.555735e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 83742 members 
Mstep: Class 2 contains 29624 members 
Mstep: Class 3 contains 82577 members 
Mstep: Class 4 contains 51412 members 
Mstep: Class 5 contains 4720 members 
Mstep: Class 6 contains 73637 members 
Mstep: Class 7 contains 68318 members 
Mstep: Class 8 contains 44218 members 
Mstep: Class 9 contains 4326 members 
Mstep: Class 10 contains 90475 members 
Mstep: Class 11 contains 17939 members 
Mstep: Class 12 contains 6555 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 15 contains 1035 members 
Mstep: Class 18 contains 17463 members 
Mstep: Class 19 contains 44085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75558048.000000 Penalty: 34682.753906
Iteration 51Q: 17 clusters Score -7.555805e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 30523 members 
Mstep: Class 3 contains 82230 members 
Mstep: Class 4 contains 51198 members 
Mstep: Class 5 contains 4684 members 
Mstep: Class 6 contains 73468 members 
Mstep: Class 7 contains 68111 members 
Mstep: Class 8 contains 43838 members 
Mstep: Class 9 contains 4342 members 
Mstep: Class 10 contains 90722 members 
Mstep: Class 11 contains 17556 members 
Mstep: Class 12 contains 6598 members 
Mstep: Class 13 contains 1148 members 
Mstep: Class 15 contains 1031 members 
Mstep: Class 18 contains 17561 members 
Mstep: Class 19 contains 44870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75559608.000000 Penalty: 34682.753906
Iteration 52Q: 17 clusters Score -7.555961e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 31314 members 
Mstep: Class 3 contains 81992 members 
Mstep: Class 4 contains 50991 members 
Mstep: Class 5 contains 4648 members 
Mstep: Class 6 contains 73284 members 
Mstep: Class 7 contains 67915 members 
Mstep: Class 8 contains 43510 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 91026 members 
Mstep: Class 11 contains 17148 members 
Mstep: Class 12 contains 6637 members 
Mstep: Class 13 contains 1178 members 
Mstep: Class 15 contains 1031 members 
Mstep: Class 18 contains 17632 members 
Mstep: Class 19 contains 45582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75560488.000000 Penalty: 34682.753906
Iteration 53Q: 17 clusters Score -7.556049e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82718 members 
Mstep: Class 2 contains 32089 members 
Mstep: Class 3 contains 81755 members 
Mstep: Class 4 contains 50779 members 
Mstep: Class 5 contains 4622 members 
Mstep: Class 6 contains 73123 members 
Mstep: Class 7 contains 67712 members 
Mstep: Class 8 contains 43231 members 
Mstep: Class 9 contains 4366 members 
Mstep: Class 10 contains 91283 members 
Mstep: Class 11 contains 16778 members 
Mstep: Class 12 contains 6647 members 
Mstep: Class 13 contains 1202 members 
Mstep: Class 15 contains 1030 members 
Mstep: Class 18 contains 17703 members 
Mstep: Class 19 contains 46216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561304.000000 Penalty: 34682.753906
Iteration 54Q: 17 clusters Score -7.55613e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82549 members 
Mstep: Class 2 contains 32746 members 
Mstep: Class 3 contains 81571 members 
Mstep: Class 4 contains 50587 members 
Mstep: Class 5 contains 4585 members 
Mstep: Class 6 contains 72970 members 
Mstep: Class 7 contains 67440 members 
Mstep: Class 8 contains 42986 members 
Mstep: Class 9 contains 4354 members 
Mstep: Class 10 contains 91575 members 
Mstep: Class 11 contains 16414 members 
Mstep: Class 12 contains 6656 members 
Mstep: Class 13 contains 1223 members 
Mstep: Class 15 contains 1029 members 
Mstep: Class 18 contains 17772 members 
Mstep: Class 19 contains 46797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75562624.000000 Penalty: 34682.753906
Iteration 55Q: 17 clusters Score -7.556262e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 33272 members 
Mstep: Class 3 contains 81388 members 
Mstep: Class 4 contains 50391 members 
Mstep: Class 5 contains 4542 members 
Mstep: Class 6 contains 72826 members 
Mstep: Class 7 contains 67130 members 
Mstep: Class 8 contains 42790 members 
Mstep: Class 9 contains 4347 members 
Mstep: Class 10 contains 91992 members 
Mstep: Class 11 contains 16093 members 
Mstep: Class 12 contains 6667 members 
Mstep: Class 13 contains 1246 members 
Mstep: Class 15 contains 1025 members 
Mstep: Class 18 contains 17818 members 
Mstep: Class 19 contains 47291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75563768.000000 Penalty: 34682.753906
Iteration 56Q: 17 clusters Score -7.556377e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82370 members 
Mstep: Class 2 contains 33722 members 
Mstep: Class 3 contains 81250 members 
Mstep: Class 4 contains 50167 members 
Mstep: Class 5 contains 4495 members 
Mstep: Class 6 contains 72658 members 
Mstep: Class 7 contains 66863 members 
Mstep: Class 8 contains 42579 members 
Mstep: Class 9 contains 4344 members 
Mstep: Class 10 contains 92438 members 
Mstep: Class 11 contains 15809 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 1264 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 18 contains 17857 members 
Mstep: Class 19 contains 47751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564368.000000 Penalty: 34682.753906
Iteration 57Q: 17 clusters Score -7.556437e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82396 members 
Mstep: Class 2 contains 34097 members 
Mstep: Class 3 contains 81075 members 
Mstep: Class 4 contains 49958 members 
Mstep: Class 5 contains 4456 members 
Mstep: Class 6 contains 72538 members 
Mstep: Class 7 contains 66576 members 
Mstep: Class 8 contains 42351 members 
Mstep: Class 9 contains 4339 members 
Mstep: Class 10 contains 92863 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 6660 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 15 contains 1018 members 
Mstep: Class 18 contains 17871 members 
Mstep: Class 19 contains 48175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564968.000000 Penalty: 34682.753906
Iteration 58Q: 17 clusters Score -7.556497e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82440 members 
Mstep: Class 2 contains 34444 members 
Mstep: Class 3 contains 80884 members 
Mstep: Class 4 contains 49798 members 
Mstep: Class 5 contains 4412 members 
Mstep: Class 6 contains 72453 members 
Mstep: Class 7 contains 66305 members 
Mstep: Class 8 contains 42108 members 
Mstep: Class 9 contains 4326 members 
Mstep: Class 10 contains 93190 members 
Mstep: Class 11 contains 15450 members 
Mstep: Class 12 contains 6647 members 
Mstep: Class 13 contains 1300 members 
Mstep: Class 15 contains 1010 members 
Mstep: Class 18 contains 17885 members 
Mstep: Class 19 contains 48602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565400.000000 Penalty: 34682.753906
Iteration 59Q: 17 clusters Score -7.55654e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82487 members 
Mstep: Class 2 contains 34740 members 
Mstep: Class 3 contains 80723 members 
Mstep: Class 4 contains 49620 members 
Mstep: Class 5 contains 4381 members 
Mstep: Class 6 contains 72382 members 
Mstep: Class 7 contains 66085 members 
Mstep: Class 8 contains 41886 members 
Mstep: Class 9 contains 4334 members 
Mstep: Class 10 contains 93362 members 
Mstep: Class 11 contains 15357 members 
Mstep: Class 12 contains 6644 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 15 contains 1006 members 
Mstep: Class 18 contains 17900 members 
Mstep: Class 19 contains 49028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565536.000000 Penalty: 34682.753906
Iteration 60F: 17 clusters Score -7.556554e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82433 members 
Mstep: Class 2 contains 35121 members 
Mstep: Class 3 contains 80601 members 
Mstep: Class 4 contains 49470 members 
Mstep: Class 5 contains 4336 members 
Mstep: Class 6 contains 72324 members 
Mstep: Class 7 contains 65855 members 
Mstep: Class 8 contains 41656 members 
Mstep: Class 9 contains 4356 members 
Mstep: Class 10 contains 93541 members 
Mstep: Class 11 contains 15278 members 
Mstep: Class 12 contains 6626 members 
Mstep: Class 13 contains 1328 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 18 contains 17895 members 
Mstep: Class 19 contains 49430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566104.000000 Penalty: 34682.753906
Iteration 61Q: 17 clusters Score -7.55661e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82382 members 
Mstep: Class 2 contains 35487 members 
Mstep: Class 3 contains 80471 members 
Mstep: Class 4 contains 49324 members 
Mstep: Class 5 contains 4277 members 
Mstep: Class 6 contains 72268 members 
Mstep: Class 7 contains 65676 members 
Mstep: Class 8 contains 41452 members 
Mstep: Class 9 contains 4377 members 
Mstep: Class 10 contains 93629 members 
Mstep: Class 11 contains 15220 members 
Mstep: Class 12 contains 6615 members 
Mstep: Class 13 contains 1334 members 
Mstep: Class 15 contains 1004 members 
Mstep: Class 18 contains 17910 members 
Mstep: Class 19 contains 49828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566344.000000 Penalty: 34682.753906
Iteration 62Q: 17 clusters Score -7.556634e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 35820 members 
Mstep: Class 3 contains 80362 members 
Mstep: Class 4 contains 49184 members 
Mstep: Class 5 contains 4231 members 
Mstep: Class 6 contains 72217 members 
Mstep: Class 7 contains 65568 members 
Mstep: Class 8 contains 41264 members 
Mstep: Class 9 contains 4376 members 
Mstep: Class 10 contains 93658 members 
Mstep: Class 11 contains 15226 members 
Mstep: Class 12 contains 6600 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 15 contains 1002 members 
Mstep: Class 18 contains 17893 members 
Mstep: Class 19 contains 50161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566696.000000 Penalty: 34682.753906
Iteration 63Q: 17 clusters Score -7.55667e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82325 members 
Mstep: Class 2 contains 36137 members 
Mstep: Class 3 contains 80214 members 
Mstep: Class 4 contains 49063 members 
Mstep: Class 5 contains 4178 members 
Mstep: Class 6 contains 72191 members 
Mstep: Class 7 contains 65476 members 
Mstep: Class 8 contains 41080 members 
Mstep: Class 9 contains 4380 members 
Mstep: Class 10 contains 93693 members 
Mstep: Class 11 contains 15244 members 
Mstep: Class 12 contains 6584 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 15 contains 1000 members 
Mstep: Class 18 contains 17888 members 
Mstep: Class 19 contains 50457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75567168.000000 Penalty: 34682.753906
Iteration 64Q: 17 clusters Score -7.556717e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82328 members 
Mstep: Class 2 contains 36395 members 
Mstep: Class 3 contains 80098 members 
Mstep: Class 4 contains 48970 members 
Mstep: Class 5 contains 4128 members 
Mstep: Class 6 contains 72161 members 
Mstep: Class 7 contains 65400 members 
Mstep: Class 8 contains 40882 members 
Mstep: Class 9 contains 4391 members 
Mstep: Class 10 contains 93699 members 
Mstep: Class 11 contains 15256 members 
Mstep: Class 12 contains 6558 members 
Mstep: Class 13 contains 1347 members 
Mstep: Class 15 contains 999 members 
Mstep: Class 18 contains 17874 members 
Mstep: Class 19 contains 50768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75567216.000000 Penalty: 34682.753906
Iteration 65Q: 17 clusters Score -7.556722e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82309 members 
Mstep: Class 2 contains 36641 members 
Mstep: Class 3 contains 80038 members 
Mstep: Class 4 contains 48913 members 
Mstep: Class 5 contains 4084 members 
Mstep: Class 6 contains 72111 members 
Mstep: Class 7 contains 65332 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 4369 members 
Mstep: Class 10 contains 93676 members 
Mstep: Class 11 contains 15289 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 995 members 
Mstep: Class 18 contains 17855 members 
Mstep: Class 19 contains 51060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75567504.000000 Penalty: 34682.753906
Iteration 66Q: 17 clusters Score -7.55675e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82310 members 
Mstep: Class 2 contains 36867 members 
Mstep: Class 3 contains 80046 members 
Mstep: Class 4 contains 48855 members 
Mstep: Class 5 contains 4035 members 
Mstep: Class 6 contains 72071 members 
Mstep: Class 7 contains 65254 members 
Mstep: Class 8 contains 40566 members 
Mstep: Class 9 contains 4339 members 
Mstep: Class 10 contains 93546 members 
Mstep: Class 11 contains 15366 members 
Mstep: Class 12 contains 6489 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 15 contains 993 members 
Mstep: Class 18 contains 17817 members 
Mstep: Class 19 contains 51346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75567864.000000 Penalty: 34682.753906
Iteration 67Q: 17 clusters Score -7.556786e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 37058 members 
Mstep: Class 3 contains 80089 members 
Mstep: Class 4 contains 48791 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 72042 members 
Mstep: Class 7 contains 65180 members 
Mstep: Class 8 contains 40436 members 
Mstep: Class 9 contains 4312 members 
Mstep: Class 10 contains 93504 members 
Mstep: Class 11 contains 15433 members 
Mstep: Class 12 contains 6449 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 15 contains 991 members 
Mstep: Class 18 contains 17776 members 
Mstep: Class 19 contains 51573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75568208.000000 Penalty: 34682.753906
Iteration 68Q: 17 clusters Score -7.556821e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82271 members 
Mstep: Class 2 contains 37249 members 
Mstep: Class 3 contains 80161 members 
Mstep: Class 4 contains 48732 members 
Mstep: Class 5 contains 3938 members 
Mstep: Class 6 contains 71985 members 
Mstep: Class 7 contains 65050 members 
Mstep: Class 8 contains 40297 members 
Mstep: Class 9 contains 4292 members 
Mstep: Class 10 contains 93499 members 
Mstep: Class 11 contains 15502 members 
Mstep: Class 12 contains 6402 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 15 contains 990 members 
Mstep: Class 18 contains 17739 members 
Mstep: Class 19 contains 51791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75568264.000000 Penalty: 34682.753906
Iteration 69Q: 17 clusters Score -7.556826e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82263 members 
Mstep: Class 2 contains 37416 members 
Mstep: Class 3 contains 80257 members 
Mstep: Class 4 contains 48654 members 
Mstep: Class 5 contains 3902 members 
Mstep: Class 6 contains 71960 members 
Mstep: Class 7 contains 64929 members 
Mstep: Class 8 contains 40154 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 93473 members 
Mstep: Class 11 contains 15573 members 
Mstep: Class 12 contains 6357 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 18 contains 17711 members 
Mstep: Class 19 contains 51992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75568536.000000 Penalty: 34682.753906
Iteration 70Q: 17 clusters Score -7.556854e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 37619 members 
Mstep: Class 3 contains 80360 members 
Mstep: Class 4 contains 48571 members 
Mstep: Class 5 contains 3864 members 
Mstep: Class 6 contains 71916 members 
Mstep: Class 7 contains 64796 members 
Mstep: Class 8 contains 40021 members 
Mstep: Class 9 contains 4245 members 
Mstep: Class 10 contains 93468 members 
Mstep: Class 11 contains 15643 members 
Mstep: Class 12 contains 6307 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 18 contains 17674 members 
Mstep: Class 19 contains 52177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75568672.000000 Penalty: 34682.753906
Iteration 71Q: 17 clusters Score -7.556867e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 37804 members 
Mstep: Class 3 contains 80489 members 
Mstep: Class 4 contains 48453 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 71879 members 
Mstep: Class 7 contains 64707 members 
Mstep: Class 8 contains 39891 members 
Mstep: Class 9 contains 4210 members 
Mstep: Class 10 contains 93496 members 
Mstep: Class 11 contains 15683 members 
Mstep: Class 12 contains 6268 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 15 contains 979 members 
Mstep: Class 18 contains 17627 members 
Mstep: Class 19 contains 52347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75569176.000000 Penalty: 34682.753906
Iteration 72Q: 17 clusters Score -7.556918e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 37957 members 
Mstep: Class 3 contains 80558 members 
Mstep: Class 4 contains 48357 members 
Mstep: Class 5 contains 3791 members 
Mstep: Class 6 contains 71839 members 
Mstep: Class 7 contains 64604 members 
Mstep: Class 8 contains 39788 members 
Mstep: Class 9 contains 4204 members 
Mstep: Class 10 contains 93496 members 
Mstep: Class 11 contains 15750 members 
Mstep: Class 12 contains 6229 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 15 contains 977 members 
Mstep: Class 18 contains 17574 members 
Mstep: Class 19 contains 52541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75569632.000000 Penalty: 34682.753906
Iteration 73Q: 17 clusters Score -7.556963e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82221 members 
Mstep: Class 2 contains 38095 members 
Mstep: Class 3 contains 80650 members 
Mstep: Class 4 contains 48246 members 
Mstep: Class 5 contains 3765 members 
Mstep: Class 6 contains 71800 members 
Mstep: Class 7 contains 64528 members 
Mstep: Class 8 contains 39676 members 
Mstep: Class 9 contains 4178 members 
Mstep: Class 10 contains 93562 members 
Mstep: Class 11 contains 15800 members 
Mstep: Class 12 contains 6189 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 15 contains 976 members 
Mstep: Class 18 contains 17513 members 
Mstep: Class 19 contains 52698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75569840.000000 Penalty: 34682.753906
Iteration 74Q: 17 clusters Score -7.556984e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82219 members 
Mstep: Class 2 contains 38184 members 
Mstep: Class 3 contains 80771 members 
Mstep: Class 4 contains 48166 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 71744 members 
Mstep: Class 7 contains 64432 members 
Mstep: Class 8 contains 39560 members 
Mstep: Class 9 contains 4159 members 
Mstep: Class 10 contains 93642 members 
Mstep: Class 11 contains 15863 members 
Mstep: Class 12 contains 6153 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 15 contains 974 members 
Mstep: Class 18 contains 17440 members 
Mstep: Class 19 contains 52847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75570200.000000 Penalty: 34682.753906
Iteration 75Q: 17 clusters Score -7.55702e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82195 members 
Mstep: Class 2 contains 38288 members 
Mstep: Class 3 contains 80851 members 
Mstep: Class 4 contains 48110 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 71687 members 
Mstep: Class 7 contains 64369 members 
Mstep: Class 8 contains 39459 members 
Mstep: Class 9 contains 4134 members 
Mstep: Class 10 contains 93674 members 
Mstep: Class 11 contains 15913 members 
Mstep: Class 12 contains 6113 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 15 contains 972 members 
Mstep: Class 18 contains 17385 members 
Mstep: Class 19 contains 53013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75570440.000000 Penalty: 34682.753906
Iteration 76Q: 17 clusters Score -7.557044e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82174 members 
Mstep: Class 2 contains 38384 members 
Mstep: Class 3 contains 80934 members 
Mstep: Class 4 contains 48057 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 71655 members 
Mstep: Class 7 contains 64299 members 
Mstep: Class 8 contains 39368 members 
Mstep: Class 9 contains 4112 members 
Mstep: Class 10 contains 93697 members 
Mstep: Class 11 contains 15969 members 
Mstep: Class 12 contains 6067 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 18 contains 17332 members 
Mstep: Class 19 contains 53167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75570520.000000 Penalty: 34682.753906
Iteration 77Q: 17 clusters Score -7.557052e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82173 members 
Mstep: Class 2 contains 38502 members 
Mstep: Class 3 contains 81000 members 
Mstep: Class 4 contains 47992 members 
Mstep: Class 5 contains 3689 members 
Mstep: Class 6 contains 71634 members 
Mstep: Class 7 contains 64218 members 
Mstep: Class 8 contains 39303 members 
Mstep: Class 9 contains 4094 members 
Mstep: Class 10 contains 93704 members 
Mstep: Class 11 contains 16035 members 
Mstep: Class 12 contains 6007 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 15 contains 969 members 
Mstep: Class 18 contains 17272 members 
Mstep: Class 19 contains 53306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75570560.000000 Penalty: 34682.753906
Iteration 78Q: 17 clusters Score -7.557056e+07 nChanged 2177
Entering ConstructFrom: 
Score: -75570560.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (82133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82133 members 
Entering Unmasked Estep 
Score: -10200196.000000 Penalty: 1838.865479
	Iteration 0F: 2 clusters Score -1.02002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -10147053.000000 Penalty: 3677.730957
	Iteration 0F: 3 clusters Score -1.014705e+07 nChanged 39170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -10170301.000000 Penalty: 3677.730957
	Iteration 1F: 3 clusters Score -1.01703e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -10171280.000000 Penalty: 3677.730957
	Iteration 2Q: 3 clusters Score -1.017128e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -10172797.000000 Penalty: 3677.730957
	Iteration 3Q: 3 clusters Score -1.01728e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -10175406.000000 Penalty: 3677.730957
	Iteration 4F: 3 clusters Score -1.017541e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -10179579.000000 Penalty: 3677.730957
	Iteration 5F: 3 clusters Score -1.017958e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -10185209.000000 Penalty: 3677.730957
	Iteration 6F: 3 clusters Score -1.018521e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -10190772.000000 Penalty: 3677.730957
	Iteration 7F: 3 clusters Score -1.019077e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -10194864.000000 Penalty: 3677.730957
	Iteration 8F: 3 clusters Score -1.019486e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -10197044.000000 Penalty: 3677.730957
	Iteration 9Q: 3 clusters Score -1.019704e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 80279 members 
Entering Unmasked Estep 
Score: -10198013.000000 Penalty: 3677.730957
	Iteration 10Q: 3 clusters Score -1.019801e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -10198498.000000 Penalty: 3677.730957
	Iteration 11Q: 3 clusters Score -1.01985e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 81209 members 
Entering Unmasked Estep 
Score: -10198736.000000 Penalty: 3677.730957
	Iteration 12Q: 3 clusters Score -1.019874e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 81360 members 
Entering Unmasked Estep 
Score: -10198844.000000 Penalty: 3677.730957
	Iteration 13Q: 3 clusters Score -1.019884e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 81439 members 
Entering Unmasked Estep 
Score: -10198895.000000 Penalty: 3677.730957
	Iteration 14Q: 3 clusters Score -1.01989e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -10198934.000000 Penalty: 3677.730957
	Iteration 15Q: 3 clusters Score -1.019893e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -10198960.000000 Penalty: 3677.730957
	Iteration 16Q: 3 clusters Score -1.019896e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 81567 members 
Entering Unmasked Estep 
Score: -10198981.000000 Penalty: 3677.730957
	Iteration 17Q: 3 clusters Score -1.019898e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 81599 members 
Entering Unmasked Estep 
Score: -10199004.000000 Penalty: 3677.730957
	Iteration 18Q: 3 clusters Score -1.0199e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 81615 members 
Entering Unmasked Estep 
Score: -10199019.000000 Penalty: 3677.730957
	Iteration 19Q: 3 clusters Score -1.019902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 81633 members 
Entering Unmasked Estep 
Score: -10199029.000000 Penalty: 3677.730957
	Iteration 20F: 3 clusters Score -1.019903e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 81644 members 
Entering Unmasked Estep 
Score: -10199032.000000 Penalty: 3677.730957
	Iteration 21Q: 3 clusters Score -1.019903e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 81657 members 
Entering Unmasked Estep 
Score: -10199032.000000 Penalty: 3677.730957
	Iteration 22Q: 3 clusters Score -1.019903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 81668 members 
Entering Unmasked Estep 
Score: -10199040.000000 Penalty: 3677.730957
	Iteration 23Q: 3 clusters Score -1.019904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 81674 members 
Entering Unmasked Estep 
Score: -10199049.000000 Penalty: 3677.730957
	Iteration 24Q: 3 clusters Score -1.019905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 81681 members 
Entering Unmasked Estep 
Score: -10199050.000000 Penalty: 3677.730957
	Iteration 25Q: 3 clusters Score -1.019905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 81683 members 
Entering Unmasked Estep 
Score: -10199049.000000 Penalty: 3677.730957
	Iteration 26Q: 3 clusters Score -1.019905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 81686 members 
Entering Unmasked Estep 
Score: -10199058.000000 Penalty: 3677.730957
	Iteration 27Q: 3 clusters Score -1.019906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 81687 members 
Entering Unmasked Estep 
Score: -10199058.000000 Penalty: 3677.730957
	Iteration 28Q: 3 clusters Score -1.019906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 81687 members 
Entering Unmasked Estep 
Score: -10199058.000000 Penalty: 3677.730957
	Iteration 29F: 3 clusters Score -1.019906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Entering Unmasked Estep 
Score: -4824159.500000 Penalty: 1716.298340
	Iteration 0F: 2 clusters Score -4824160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -4798126.000000 Penalty: 3432.596680
	Iteration 0F: 3 clusters Score -4798126 nChanged 18018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -4808438.000000 Penalty: 3432.596680
	Iteration 1F: 3 clusters Score -4808438 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -4808948.500000 Penalty: 3432.596680
	Iteration 2Q: 3 clusters Score -4808948 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -4809514.500000 Penalty: 3432.596680
	Iteration 3Q: 3 clusters Score -4809514 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -4810347.500000 Penalty: 3432.596680
	Iteration 4Q: 3 clusters Score -4810348 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -4811557.000000 Penalty: 3432.596680
	Iteration 5F: 3 clusters Score -4811557 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -4813409.500000 Penalty: 3432.596680
	Iteration 6F: 3 clusters Score -4813410 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -4815713.000000 Penalty: 3432.596680
	Iteration 7F: 3 clusters Score -4815713 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -4817890.000000 Penalty: 3432.596680
	Iteration 8F: 3 clusters Score -4817890 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -4819618.000000 Penalty: 3432.596680
	Iteration 9Q: 3 clusters Score -4819618 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4820679.500000 Penalty: 3432.596680
	Iteration 10Q: 3 clusters Score -4820680 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4821333.000000 Penalty: 3432.596680
	Iteration 11Q: 3 clusters Score -4821333 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4821749.500000 Penalty: 3432.596680
	Iteration 12Q: 3 clusters Score -4821750 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4822032.000000 Penalty: 3432.596680
	Iteration 13Q: 3 clusters Score -4822032 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4822257.000000 Penalty: 3432.596680
	Iteration 14Q: 3 clusters Score -4822257 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4822396.500000 Penalty: 3432.596680
	Iteration 15Q: 3 clusters Score -4822396 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4822470.500000 Penalty: 3432.596680
	Iteration 16Q: 3 clusters Score -4822470 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4822526.000000 Penalty: 3432.596680
	Iteration 17Q: 3 clusters Score -4822526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4822545.000000 Penalty: 3432.596680
	Iteration 18Q: 3 clusters Score -4822545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4822563.500000 Penalty: 3432.596680
	Iteration 19Q: 3 clusters Score -4822564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4822592.500000 Penalty: 3432.596680
	Iteration 20F: 3 clusters Score -4822592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4822610.500000 Penalty: 3432.596680
	Iteration 21Q: 3 clusters Score -4822610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4822635.000000 Penalty: 3432.596680
	Iteration 22Q: 3 clusters Score -4822635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4822651.000000 Penalty: 3432.596680
	Iteration 23Q: 3 clusters Score -4822651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4822661.500000 Penalty: 3432.596680
	Iteration 24Q: 3 clusters Score -4822662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4822670.000000 Penalty: 3432.596680
	Iteration 25Q: 3 clusters Score -4822670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4822679.000000 Penalty: 3432.596680
	Iteration 26Q: 3 clusters Score -4822679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4822682.500000 Penalty: 3432.596680
	Iteration 27Q: 3 clusters Score -4822682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4822682.000000 Penalty: 3432.596680
	Iteration 28Q: 3 clusters Score -4822682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4822686.500000 Penalty: 3432.596680
	Iteration 29Q: 3 clusters Score -4822686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4822686.500000 Penalty: 3432.596680
	Iteration 30Q: 3 clusters Score -4822686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4822686.500000 Penalty: 3432.596680
	Iteration 31F: 3 clusters Score -4822686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (81120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Entering Unmasked Estep 
Score: -10040137.000000 Penalty: 1836.848877
	Iteration 0F: 2 clusters Score -1.004014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -9986562.000000 Penalty: 3673.697754
	Iteration 0F: 3 clusters Score -9986562 nChanged 38810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -10008500.000000 Penalty: 3673.697754
	Iteration 1F: 3 clusters Score -1.00085e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -10008921.000000 Penalty: 3673.697754
	Iteration 2Q: 3 clusters Score -1.000892e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -10009405.000000 Penalty: 3673.697754
	Iteration 3Q: 3 clusters Score -1.00094e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -10010020.000000 Penalty: 3673.697754
	Iteration 4Q: 3 clusters Score -1.001002e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -10011028.000000 Penalty: 3673.697754
	Iteration 5Q: 3 clusters Score -1.001103e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -10012481.000000 Penalty: 3673.697754
	Iteration 6Q: 3 clusters Score -1.001248e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -10014864.000000 Penalty: 3673.697754
	Iteration 7F: 3 clusters Score -1.001486e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -10018097.000000 Penalty: 3673.697754
	Iteration 8F: 3 clusters Score -1.00181e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -10022311.000000 Penalty: 3673.697754
	Iteration 9F: 3 clusters Score -1.002231e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -10026281.000000 Penalty: 3673.697754
	Iteration 10F: 3 clusters Score -1.002628e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -10028528.000000 Penalty: 3673.697754
	Iteration 11F: 3 clusters Score -1.002853e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -10029326.000000 Penalty: 3673.697754
	Iteration 12Q: 3 clusters Score -1.002933e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -10029663.000000 Penalty: 3673.697754
	Iteration 13Q: 3 clusters Score -1.002966e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -10029887.000000 Penalty: 3673.697754
	Iteration 14Q: 3 clusters Score -1.002989e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -10030082.000000 Penalty: 3673.697754
	Iteration 15Q: 3 clusters Score -1.003008e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -10030225.000000 Penalty: 3673.697754
	Iteration 16Q: 3 clusters Score -1.003022e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -10030343.000000 Penalty: 3673.697754
	Iteration 17Q: 3 clusters Score -1.003034e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -10030418.000000 Penalty: 3673.697754
	Iteration 18Q: 3 clusters Score -1.003042e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -10030530.000000 Penalty: 3673.697754
	Iteration 19Q: 3 clusters Score -1.003053e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -10030592.000000 Penalty: 3673.697754
	Iteration 20F: 3 clusters Score -1.003059e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -10030658.000000 Penalty: 3673.697754
	Iteration 21Q: 3 clusters Score -1.003066e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -10030713.000000 Penalty: 3673.697754
	Iteration 22Q: 3 clusters Score -1.003071e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -10030703.000000 Penalty: 3673.697754
	Iteration 23Q: 3 clusters Score -1.00307e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -10030738.000000 Penalty: 3673.697754
	Iteration 24Q: 3 clusters Score -1.003074e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -10030777.000000 Penalty: 3673.697754
	Iteration 25Q: 3 clusters Score -1.003078e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -10030783.000000 Penalty: 3673.697754
	Iteration 26Q: 3 clusters Score -1.003078e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -10030815.000000 Penalty: 3673.697754
	Iteration 27Q: 3 clusters Score -1.003082e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -10030839.000000 Penalty: 3673.697754
	Iteration 28Q: 3 clusters Score -1.003084e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -10030851.000000 Penalty: 3673.697754
	Iteration 29Q: 3 clusters Score -1.003085e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -10030912.000000 Penalty: 3673.697754
	Iteration 30Q: 3 clusters Score -1.003091e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -10030981.000000 Penalty: 3673.697754
	Iteration 31Q: 3 clusters Score -1.003098e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -10030997.000000 Penalty: 3673.697754
	Iteration 32Q: 3 clusters Score -1.0031e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1.003103e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1.003109e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1.003113e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1.003117e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -10031214.000000 Penalty: 3673.697754
	Iteration 37Q: 3 clusters Score -1.003121e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -10031211.000000 Penalty: 3673.697754
	Iteration 38Q: 3 clusters Score -1.003121e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1.003124e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -10031310.000000 Penalty: 3673.697754
	Iteration 40F: 3 clusters Score -1.003131e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1.003134e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1.00314e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1.003139e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1.00314e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1.003144e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1.003147e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1.003153e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1.00316e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1.003164e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1.003166e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1.003167e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1.003172e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1.003171e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1.003174e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1.003178e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1.003184e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1.003188e+07 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1.003191e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1.003192e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -10031951.000000 Penalty: 3673.697754
	Iteration 60F: 3 clusters Score -1.003195e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1.003201e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1.003203e+07 nChanged 422
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1.003209e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -10032141.000000 Penalty: 3673.697754
	Iteration 64Q: 3 clusters Score -1.003214e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1.003218e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.00322e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.003226e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.003234e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1.003242e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.003251e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.003254e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.003262e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.003262e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.003265e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.003271e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.003273e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.003272e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.003276e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.003275e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1.00328e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.00328e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.003279e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.003283e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.003284e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.003284e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.003286e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.003284e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.003285e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.003286e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.003285e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.003286e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.003283e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.003283e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.003284e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.003284e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.003284e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.003284e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.00328e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.003281e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -10032826.000000 Penalty: 3673.697754
	Iteration 100F: 3 clusters Score -1.003283e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.003282e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.003282e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.003283e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.003281e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.003281e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.003281e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.00328e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.00328e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.00328e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.003279e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.003276e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.003277e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.003276e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.003278e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.003279e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -10032777.000000 Penalty: 3673.697754
	Iteration 116Q: 3 clusters Score -1.003278e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -10032818.000000 Penalty: 3673.697754
	Iteration 117Q: 3 clusters Score -1.003282e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -10032833.000000 Penalty: 3673.697754
	Iteration 118Q: 3 clusters Score -1.003283e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -10032861.000000 Penalty: 3673.697754
	Iteration 119Q: 3 clusters Score -1.003286e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -10032843.000000 Penalty: 3673.697754
	Iteration 120F: 3 clusters Score -1.003284e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -10032900.000000 Penalty: 3673.697754
	Iteration 121Q: 3 clusters Score -1.00329e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -10032878.000000 Penalty: 3673.697754
	Iteration 122Q: 3 clusters Score -1.003288e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -10032892.000000 Penalty: 3673.697754
	Iteration 123Q: 3 clusters Score -1.003289e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -10032902.000000 Penalty: 3673.697754
	Iteration 124Q: 3 clusters Score -1.00329e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -10032882.000000 Penalty: 3673.697754
	Iteration 125Q: 3 clusters Score -1.003288e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -10032881.000000 Penalty: 3673.697754
	Iteration 126Q: 3 clusters Score -1.003288e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -10032863.000000 Penalty: 3673.697754
	Iteration 127Q: 3 clusters Score -1.003286e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -10032857.000000 Penalty: 3673.697754
	Iteration 128Q: 3 clusters Score -1.003286e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -10032868.000000 Penalty: 3673.697754
	Iteration 129Q: 3 clusters Score -1.003287e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -10032868.000000 Penalty: 3673.697754
	Iteration 130Q: 3 clusters Score -1.003287e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -10032848.000000 Penalty: 3673.697754
	Iteration 131Q: 3 clusters Score -1.003285e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -10032866.000000 Penalty: 3673.697754
	Iteration 132Q: 3 clusters Score -1.003287e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -10032838.000000 Penalty: 3673.697754
	Iteration 133Q: 3 clusters Score -1.003284e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -10032873.000000 Penalty: 3673.697754
	Iteration 134Q: 3 clusters Score -1.003287e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -10032898.000000 Penalty: 3673.697754
	Iteration 135Q: 3 clusters Score -1.00329e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -10032883.000000 Penalty: 3673.697754
	Iteration 136Q: 3 clusters Score -1.003288e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.00329e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -10032912.000000 Penalty: 3673.697754
	Iteration 138Q: 3 clusters Score -1.003291e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -10032912.000000 Penalty: 3673.697754
	Iteration 139Q: 3 clusters Score -1.003291e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -10032944.000000 Penalty: 3673.697754
	Iteration 140F: 3 clusters Score -1.003294e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -10032940.000000 Penalty: 3673.697754
	Iteration 141Q: 3 clusters Score -1.003294e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -10032950.000000 Penalty: 3673.697754
	Iteration 142Q: 3 clusters Score -1.003295e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.003295e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -10032956.000000 Penalty: 3673.697754
	Iteration 144Q: 3 clusters Score -1.003296e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -10032965.000000 Penalty: 3673.697754
	Iteration 145Q: 3 clusters Score -1.003296e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
Score: -10032980.000000 Penalty: 3673.697754
	Iteration 146Q: 3 clusters Score -1.003298e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -10033021.000000 Penalty: 3673.697754
	Iteration 147Q: 3 clusters Score -1.003302e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1.003305e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -10033071.000000 Penalty: 3673.697754
	Iteration 149Q: 3 clusters Score -1.003307e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -10033115.000000 Penalty: 3673.697754
	Iteration 150Q: 3 clusters Score -1.003312e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -10033160.000000 Penalty: 3673.697754
	Iteration 151Q: 3 clusters Score -1.003316e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -10033175.000000 Penalty: 3673.697754
	Iteration 152Q: 3 clusters Score -1.003318e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -10033165.000000 Penalty: 3673.697754
	Iteration 153Q: 3 clusters Score -1.003316e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -10033155.000000 Penalty: 3673.697754
	Iteration 154Q: 3 clusters Score -1.003316e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -10033178.000000 Penalty: 3673.697754
	Iteration 155Q: 3 clusters Score -1.003318e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1.003318e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 55794 members 
Entering Unmasked Estep 
Score: -10033220.000000 Penalty: 3673.697754
	Iteration 157Q: 3 clusters Score -1.003322e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 56108 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.003322e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -10033230.000000 Penalty: 3673.697754
	Iteration 159Q: 3 clusters Score -1.003323e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -10033229.000000 Penalty: 3673.697754
	Iteration 160F: 3 clusters Score -1.003323e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -10033294.000000 Penalty: 3673.697754
	Iteration 161Q: 3 clusters Score -1.003329e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -10033289.000000 Penalty: 3673.697754
	Iteration 162Q: 3 clusters Score -1.003329e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -10033331.000000 Penalty: 3673.697754
	Iteration 163Q: 3 clusters Score -1.003333e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.003338e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -10033423.000000 Penalty: 3673.697754
	Iteration 165Q: 3 clusters Score -1.003342e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -10033455.000000 Penalty: 3673.697754
	Iteration 166Q: 3 clusters Score -1.003346e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 59313 members 
Entering Unmasked Estep 
Score: -10033542.000000 Penalty: 3673.697754
	Iteration 167Q: 3 clusters Score -1.003354e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -10033604.000000 Penalty: 3673.697754
	Iteration 168Q: 3 clusters Score -1.00336e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -10033641.000000 Penalty: 3673.697754
	Iteration 169Q: 3 clusters Score -1.003364e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
Score: -10033681.000000 Penalty: 3673.697754
	Iteration 170Q: 3 clusters Score -1.003368e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.003374e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -10033768.000000 Penalty: 3673.697754
	Iteration 172Q: 3 clusters Score -1.003377e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 61911 members 
Entering Unmasked Estep 
Score: -10033852.000000 Penalty: 3673.697754
	Iteration 173Q: 3 clusters Score -1.003385e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 62406 members 
Entering Unmasked Estep 
Score: -10033945.000000 Penalty: 3673.697754
	Iteration 174Q: 3 clusters Score -1.003394e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -10034049.000000 Penalty: 3673.697754
	Iteration 175Q: 3 clusters Score -1.003405e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -10034117.000000 Penalty: 3673.697754
	Iteration 176Q: 3 clusters Score -1.003412e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -10034172.000000 Penalty: 3673.697754
	Iteration 177Q: 3 clusters Score -1.003417e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
Score: -10034262.000000 Penalty: 3673.697754
	Iteration 178Q: 3 clusters Score -1.003426e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 65196 members 
Entering Unmasked Estep 
Score: -10034354.000000 Penalty: 3673.697754
	Iteration 179Q: 3 clusters Score -1.003435e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -10034481.000000 Penalty: 3673.697754
	Iteration 180F: 3 clusters Score -1.003448e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 66684 members 
Entering Unmasked Estep 
Score: -10034639.000000 Penalty: 3673.697754
	Iteration 181Q: 3 clusters Score -1.003464e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 67503 members 
Entering Unmasked Estep 
Score: -10034790.000000 Penalty: 3673.697754
	Iteration 182Q: 3 clusters Score -1.003479e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -10035016.000000 Penalty: 3673.697754
	Iteration 183Q: 3 clusters Score -1.003502e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 69300 members 
Entering Unmasked Estep 
Score: -10035311.000000 Penalty: 3673.697754
	Iteration 184Q: 3 clusters Score -1.003531e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 70233 members 
Entering Unmasked Estep 
Score: -10035651.000000 Penalty: 3673.697754
	Iteration 185Q: 3 clusters Score -1.003565e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.003594e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1.003625e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 72968 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1.003658e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 73801 members 
Entering Unmasked Estep 
Score: -10036916.000000 Penalty: 3673.697754
	Iteration 189Q: 3 clusters Score -1.003692e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 74551 members 
Entering Unmasked Estep 
Score: -10037211.000000 Penalty: 3673.697754
	Iteration 190Q: 3 clusters Score -1.003721e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 75204 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1.003748e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 75759 members 
Entering Unmasked Estep 
Score: -10037651.000000 Penalty: 3673.697754
	Iteration 192Q: 3 clusters Score -1.003765e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 76223 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1.003778e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 76631 members 
Entering Unmasked Estep 
Score: -10037953.000000 Penalty: 3673.697754
	Iteration 194Q: 3 clusters Score -1.003795e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 76971 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1.003805e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 77256 members 
Entering Unmasked Estep 
Score: -10038144.000000 Penalty: 3673.697754
	Iteration 196Q: 3 clusters Score -1.003814e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 77506 members 
Entering Unmasked Estep 
Score: -10038230.000000 Penalty: 3673.697754
	Iteration 197Q: 3 clusters Score -1.003823e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 77707 members 
Entering Unmasked Estep 
Score: -10038298.000000 Penalty: 3673.697754
	Iteration 198Q: 3 clusters Score -1.00383e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -10038330.000000 Penalty: 3673.697754
	Iteration 199Q: 3 clusters Score -1.003833e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 78023 members 
Entering Unmasked Estep 
Score: -10038378.000000 Penalty: 3673.697754
	Iteration 200F: 3 clusters Score -1.003838e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -10038402.000000 Penalty: 3673.697754
	Iteration 201Q: 3 clusters Score -1.00384e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -10038431.000000 Penalty: 3673.697754
	Iteration 202Q: 3 clusters Score -1.003843e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 78402 members 
Entering Unmasked Estep 
Score: -10038461.000000 Penalty: 3673.697754
	Iteration 203Q: 3 clusters Score -1.003846e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1.003847e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 78568 members 
Entering Unmasked Estep 
Score: -10038489.000000 Penalty: 3673.697754
	Iteration 205Q: 3 clusters Score -1.003849e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 78620 members 
Entering Unmasked Estep 
Score: -10038506.000000 Penalty: 3673.697754
	Iteration 206Q: 3 clusters Score -1.003851e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 78672 members 
Entering Unmasked Estep 
Score: -10038508.000000 Penalty: 3673.697754
	Iteration 207Q: 3 clusters Score -1.003851e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 78721 members 
Entering Unmasked Estep 
Score: -10038534.000000 Penalty: 3673.697754
	Iteration 208Q: 3 clusters Score -1.003853e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -10038539.000000 Penalty: 3673.697754
	Iteration 209Q: 3 clusters Score -1.003854e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -10038555.000000 Penalty: 3673.697754
	Iteration 210Q: 3 clusters Score -1.003856e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 78811 members 
Entering Unmasked Estep 
Score: -10038543.000000 Penalty: 3673.697754
	Iteration 211Q: 3 clusters Score -1.003854e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 78838 members 
Entering Unmasked Estep 
Score: -10038554.000000 Penalty: 3673.697754
	Iteration 212Q: 3 clusters Score -1.003855e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
Score: -10038554.000000 Penalty: 3673.697754
	Iteration 213Q: 3 clusters Score -1.003855e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 78880 members 
Entering Unmasked Estep 
Score: -10038558.000000 Penalty: 3673.697754
	Iteration 214Q: 3 clusters Score -1.003856e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 78904 members 
Entering Unmasked Estep 
Score: -10038567.000000 Penalty: 3673.697754
	Iteration 215Q: 3 clusters Score -1.003857e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 78926 members 
Entering Unmasked Estep 
Score: -10038566.000000 Penalty: 3673.697754
	Iteration 216Q: 3 clusters Score -1.003857e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 78944 members 
Entering Unmasked Estep 
Score: -10038583.000000 Penalty: 3673.697754
	Iteration 217Q: 3 clusters Score -1.003858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 78963 members 
Entering Unmasked Estep 
Score: -10038590.000000 Penalty: 3673.697754
	Iteration 218Q: 3 clusters Score -1.003859e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 78986 members 
Entering Unmasked Estep 
Score: -10038612.000000 Penalty: 3673.697754
	Iteration 219Q: 3 clusters Score -1.003861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 79002 members 
Entering Unmasked Estep 
Score: -10038602.000000 Penalty: 3673.697754
	Iteration 220F: 3 clusters Score -1.00386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -10038608.000000 Penalty: 3673.697754
	Iteration 221Q: 3 clusters Score -1.003861e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 79038 members 
Entering Unmasked Estep 
Score: -10038619.000000 Penalty: 3673.697754
	Iteration 222Q: 3 clusters Score -1.003862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -10038623.000000 Penalty: 3673.697754
	Iteration 223Q: 3 clusters Score -1.003862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
Score: -10038628.000000 Penalty: 3673.697754
	Iteration 224Q: 3 clusters Score -1.003863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 79075 members 
Entering Unmasked Estep 
Score: -10038627.000000 Penalty: 3673.697754
	Iteration 225Q: 3 clusters Score -1.003863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 79091 members 
Entering Unmasked Estep 
Score: -10038638.000000 Penalty: 3673.697754
	Iteration 226Q: 3 clusters Score -1.003864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -10038652.000000 Penalty: 3673.697754
	Iteration 227Q: 3 clusters Score -1.003865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
Score: -10038650.000000 Penalty: 3673.697754
	Iteration 228Q: 3 clusters Score -1.003865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
Score: -10038644.000000 Penalty: 3673.697754
	Iteration 229Q: 3 clusters Score -1.003864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -10038658.000000 Penalty: 3673.697754
	Iteration 230Q: 3 clusters Score -1.003866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 79131 members 
Entering Unmasked Estep 
Score: -10038646.000000 Penalty: 3673.697754
	Iteration 231Q: 3 clusters Score -1.003865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -10038648.000000 Penalty: 3673.697754
	Iteration 232Q: 3 clusters Score -1.003865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 79153 members 
Entering Unmasked Estep 
Score: -10038659.000000 Penalty: 3673.697754
	Iteration 233Q: 3 clusters Score -1.003866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 79166 members 
Entering Unmasked Estep 
Score: -10038643.000000 Penalty: 3673.697754
	Iteration 234Q: 3 clusters Score -1.003864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 79178 members 
Entering Unmasked Estep 
Score: -10038646.000000 Penalty: 3673.697754
	Iteration 235Q: 3 clusters Score -1.003865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -10038660.000000 Penalty: 3673.697754
	Iteration 236Q: 3 clusters Score -1.003866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 79193 members 
Entering Unmasked Estep 
Score: -10038658.000000 Penalty: 3673.697754
	Iteration 237Q: 3 clusters Score -1.003866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -10038658.000000 Penalty: 3673.697754
	Iteration 238Q: 3 clusters Score -1.003866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 79214 members 
Entering Unmasked Estep 
Score: -10038652.000000 Penalty: 3673.697754
	Iteration 239Q: 3 clusters Score -1.003865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -10038655.000000 Penalty: 3673.697754
	Iteration 240F: 3 clusters Score -1.003866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -10038654.000000 Penalty: 3673.697754
	Iteration 241Q: 3 clusters Score -1.003865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -10038656.000000 Penalty: 3673.697754
	Iteration 242Q: 3 clusters Score -1.003866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 79265 members 
Entering Unmasked Estep 
Score: -10038666.000000 Penalty: 3673.697754
	Iteration 243Q: 3 clusters Score -1.003867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
Score: -10038668.000000 Penalty: 3673.697754
	Iteration 244Q: 3 clusters Score -1.003867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -10038667.000000 Penalty: 3673.697754
	Iteration 245Q: 3 clusters Score -1.003867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -10038665.000000 Penalty: 3673.697754
	Iteration 246Q: 3 clusters Score -1.003866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -10038670.000000 Penalty: 3673.697754
	Iteration 247Q: 3 clusters Score -1.003867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 79301 members 
Entering Unmasked Estep 
Score: -10038663.000000 Penalty: 3673.697754
	Iteration 248Q: 3 clusters Score -1.003866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -10038669.000000 Penalty: 3673.697754
	Iteration 249Q: 3 clusters Score -1.003867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 79308 members 
Entering Unmasked Estep 
Score: -10038665.000000 Penalty: 3673.697754
	Iteration 250Q: 3 clusters Score -1.003866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 79311 members 
Entering Unmasked Estep 
Score: -10038665.000000 Penalty: 3673.697754
	Iteration 251Q: 3 clusters Score -1.003866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 79318 members 
Entering Unmasked Estep 
Score: -10038662.000000 Penalty: 3673.697754
	Iteration 252Q: 3 clusters Score -1.003866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 79322 members 
Entering Unmasked Estep 
Score: -10038664.000000 Penalty: 3673.697754
	Iteration 253Q: 3 clusters Score -1.003866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
Score: -10038665.000000 Penalty: 3673.697754
	Iteration 254Q: 3 clusters Score -1.003866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 79333 members 
Entering Unmasked Estep 
Score: -10038673.000000 Penalty: 3673.697754
	Iteration 255Q: 3 clusters Score -1.003867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 79335 members 
Entering Unmasked Estep 
Score: -10038677.000000 Penalty: 3673.697754
	Iteration 256Q: 3 clusters Score -1.003868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 79339 members 
Entering Unmasked Estep 
Score: -10038681.000000 Penalty: 3673.697754
	Iteration 257Q: 3 clusters Score -1.003868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -10038684.000000 Penalty: 3673.697754
	Iteration 258Q: 3 clusters Score -1.003868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 79349 members 
Entering Unmasked Estep 
Score: -10038698.000000 Penalty: 3673.697754
	Iteration 259Q: 3 clusters Score -1.00387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
Score: -10038695.000000 Penalty: 3673.697754
	Iteration 260F: 3 clusters Score -1.00387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 79353 members 
Entering Unmasked Estep 
Score: -10038704.000000 Penalty: 3673.697754
	Iteration 261Q: 3 clusters Score -1.00387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -10038691.000000 Penalty: 3673.697754
	Iteration 262Q: 3 clusters Score -1.003869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -10038692.000000 Penalty: 3673.697754
	Iteration 263Q: 3 clusters Score -1.003869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -10038692.000000 Penalty: 3673.697754
	Iteration 264Q: 3 clusters Score -1.003869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 79358 members 
Entering Unmasked Estep 
Score: -10038698.000000 Penalty: 3673.697754
	Iteration 265Q: 3 clusters Score -1.00387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -10038702.000000 Penalty: 3673.697754
	Iteration 266Q: 3 clusters Score -1.00387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -10038698.000000 Penalty: 3673.697754
	Iteration 267Q: 3 clusters Score -1.00387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -10038698.000000 Penalty: 3673.697754
	Iteration 268F: 3 clusters Score -1.00387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Entering Unmasked Estep 
Score: -5955862.000000 Penalty: 1751.431274
	Iteration 0F: 2 clusters Score -5955862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -5923710.000000 Penalty: 3502.862549
	Iteration 0F: 3 clusters Score -5923710 nChanged 22395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -5936567.000000 Penalty: 3502.862549
	Iteration 1F: 3 clusters Score -5936567 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -5937199.000000 Penalty: 3502.862549
	Iteration 2Q: 3 clusters Score -5937199 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -5937915.000000 Penalty: 3502.862549
	Iteration 3Q: 3 clusters Score -5937915 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -5938815.000000 Penalty: 3502.862549
	Iteration 4Q: 3 clusters Score -5938815 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -5939847.500000 Penalty: 3502.862549
	Iteration 5Q: 3 clusters Score -5939848 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -5941241.500000 Penalty: 3502.862549
	Iteration 6F: 3 clusters Score -5941242 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -5942735.500000 Penalty: 3502.862549
	Iteration 7F: 3 clusters Score -5942736 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -5944223.000000 Penalty: 3502.862549
	Iteration 8F: 3 clusters Score -5944223 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -5945536.500000 Penalty: 3502.862549
	Iteration 9F: 3 clusters Score -5945536 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -5946579.500000 Penalty: 3502.862549
	Iteration 10Q: 3 clusters Score -5946580 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -5947623.000000 Penalty: 3502.862549
	Iteration 11Q: 3 clusters Score -5947623 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -5948480.500000 Penalty: 3502.862549
	Iteration 12Q: 3 clusters Score -5948480 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -5949225.000000 Penalty: 3502.862549
	Iteration 13Q: 3 clusters Score -5949225 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -5949729.500000 Penalty: 3502.862549
	Iteration 14Q: 3 clusters Score -5949730 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -5950091.000000 Penalty: 3502.862549
	Iteration 15Q: 3 clusters Score -5950091 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -5950378.000000 Penalty: 3502.862549
	Iteration 16Q: 3 clusters Score -5950378 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -5950612.500000 Penalty: 3502.862549
	Iteration 17Q: 3 clusters Score -5950612 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -5950790.500000 Penalty: 3502.862549
	Iteration 18Q: 3 clusters Score -5950790 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -5950917.500000 Penalty: 3502.862549
	Iteration 19Q: 3 clusters Score -5950918 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -5951046.500000 Penalty: 3502.862549
	Iteration 20F: 3 clusters Score -5951046 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -5951149.000000 Penalty: 3502.862549
	Iteration 21Q: 3 clusters Score -5951149 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -5951215.000000 Penalty: 3502.862549
	Iteration 22Q: 3 clusters Score -5951215 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -5951278.000000 Penalty: 3502.862549
	Iteration 23Q: 3 clusters Score -5951278 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -5951300.000000 Penalty: 3502.862549
	Iteration 24Q: 3 clusters Score -5951300 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -5951346.000000 Penalty: 3502.862549
	Iteration 25Q: 3 clusters Score -5951346 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -5951382.000000 Penalty: 3502.862549
	Iteration 26Q: 3 clusters Score -5951382 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -5951413.000000 Penalty: 3502.862549
	Iteration 27Q: 3 clusters Score -5951413 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -5951439.000000 Penalty: 3502.862549
	Iteration 28Q: 3 clusters Score -5951439 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -5951486.500000 Penalty: 3502.862549
	Iteration 29Q: 3 clusters Score -5951486 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -5951539.500000 Penalty: 3502.862549
	Iteration 30Q: 3 clusters Score -5951540 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -5951577.000000 Penalty: 3502.862549
	Iteration 31Q: 3 clusters Score -5951577 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -5951625.000000 Penalty: 3502.862549
	Iteration 32Q: 3 clusters Score -5951625 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -5951649.000000 Penalty: 3502.862549
	Iteration 33Q: 3 clusters Score -5951649 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -5951699.000000 Penalty: 3502.862549
	Iteration 34Q: 3 clusters Score -5951699 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5951702 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5951719 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5951738 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5951782 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5951798 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -5951811.500000 Penalty: 3502.862549
	Iteration 40F: 3 clusters Score -5951812 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5951812 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5951838 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5951876 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5951887 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5951900 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5951923 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -5951934.500000 Penalty: 3502.862549
	Iteration 47Q: 3 clusters Score -5951934 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5951949 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -5951952.500000 Penalty: 3502.862549
	Iteration 49Q: 3 clusters Score -5951952 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5951950 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5951987 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5951993 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5952008 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -5952014.500000 Penalty: 3502.862549
	Iteration 54Q: 3 clusters Score -5952014 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5952015 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5952016 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5952035 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5952044 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5952056 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5952068 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5952108 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5952127 nChanged 148
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Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5952136 nChanged 139
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Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5952149 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5952168 nChanged 138
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Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5952186 nChanged 147
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Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5952196 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5952218 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5952232 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5952253 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5952282 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5952304 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5952346 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5952366 nChanged 165
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Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5952376 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5952420 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5952450 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5952488 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5952512 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5952555 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5952622 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5952720 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5952824 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5952918 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5952990 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5953062 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5953118 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5953193 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5953265 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5953344 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5953421 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5953509 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5953590 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5953678 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5953728 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5953804 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -5953862.500000 Penalty: 3502.862549
	Iteration 97Q: 3 clusters Score -5953862 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5953916 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -5954002.000000 Penalty: 3502.862549
	Iteration 99Q: 3 clusters Score -5954002 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -5954052.000000 Penalty: 3502.862549
	Iteration 100F: 3 clusters Score -5954052 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5954108 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5954185 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5954218 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -5954246.500000 Penalty: 3502.862549
	Iteration 104Q: 3 clusters Score -5954246 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5954268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -5954293.500000 Penalty: 3502.862549
	Iteration 106Q: 3 clusters Score -5954294 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -5954315.000000 Penalty: 3502.862549
	Iteration 107Q: 3 clusters Score -5954315 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -5954325.500000 Penalty: 3502.862549
	Iteration 108Q: 3 clusters Score -5954326 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -5954341.500000 Penalty: 3502.862549
	Iteration 109Q: 3 clusters Score -5954342 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5954347 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -5954343.000000 Penalty: 3502.862549
	Iteration 111Q: 3 clusters Score -5954343 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -5954352.500000 Penalty: 3502.862549
	Iteration 112Q: 3 clusters Score -5954352 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5954367 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5954367 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5954369 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -5954376.000000 Penalty: 3502.862549
	Iteration 116Q: 3 clusters Score -5954376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5954378 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -5954384.500000 Penalty: 3502.862549
	Iteration 118Q: 3 clusters Score -5954384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -5954380.500000 Penalty: 3502.862549
	Iteration 119Q: 3 clusters Score -5954380 nChanged 9
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Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -5954387.000000 Penalty: 3502.862549
	Iteration 120F: 3 clusters Score -5954387 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5954391 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5954393 nChanged 3
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Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5954391 nChanged 4
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Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5954389 nChanged 4
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Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5954391 nChanged 5
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Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -5954395.500000 Penalty: 3502.862549
	Iteration 126Q: 3 clusters Score -5954396 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5954390 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -5954386.500000 Penalty: 3502.862549
	Iteration 128Q: 3 clusters Score -5954386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -5954396.000000 Penalty: 3502.862549
	Iteration 129Q: 3 clusters Score -5954396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -5954398.000000 Penalty: 3502.862549
	Iteration 130Q: 3 clusters Score -5954398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -5954396.000000 Penalty: 3502.862549
	Iteration 131Q: 3 clusters Score -5954396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -5954405.000000 Penalty: 3502.862549
	Iteration 132Q: 3 clusters Score -5954405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -5954400.000000 Penalty: 3502.862549
	Iteration 133Q: 3 clusters Score -5954400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -5954399.500000 Penalty: 3502.862549
	Iteration 134Q: 3 clusters Score -5954400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -5954407.500000 Penalty: 3502.862549
	Iteration 135Q: 3 clusters Score -5954408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -5954407.500000 Penalty: 3502.862549
	Iteration 136F: 3 clusters Score -5954408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Entering Unmasked Estep 
Score: -460564.531250 Penalty: 1334.321777
	Iteration 0F: 2 clusters Score -460564.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -457427.968750 Penalty: 2668.643555
	Iteration 0F: 3 clusters Score -457428 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -458193.531250 Penalty: 2668.643555
	Iteration 1F: 3 clusters Score -458193.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -458315.875000 Penalty: 2668.643555
	Iteration 2F: 3 clusters Score -458315.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -458390.062500 Penalty: 2668.643555
	Iteration 3Q: 3 clusters Score -458390.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -458440.531250 Penalty: 2668.643555
	Iteration 4Q: 3 clusters Score -458440.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -458478.562500 Penalty: 2668.643555
	Iteration 5Q: 3 clusters Score -458478.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -458513.656250 Penalty: 2668.643555
	Iteration 6Q: 3 clusters Score -458513.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -458571.781250 Penalty: 2668.643555
	Iteration 7Q: 3 clusters Score -458571.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -458628.218750 Penalty: 2668.643555
	Iteration 8Q: 3 clusters Score -458628.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -458697.437500 Penalty: 2668.643555
	Iteration 9Q: 3 clusters Score -458697.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -458779.656250 Penalty: 2668.643555
	Iteration 10Q: 3 clusters Score -458779.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -458871.187500 Penalty: 2668.643555
	Iteration 11Q: 3 clusters Score -458871.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -458967.031250 Penalty: 2668.643555
	Iteration 12Q: 3 clusters Score -458967 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -459050.000000 Penalty: 2668.643555
	Iteration 13Q: 3 clusters Score -459050 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -459112.312500 Penalty: 2668.643555
	Iteration 14Q: 3 clusters Score -459112.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -459158.312500 Penalty: 2668.643555
	Iteration 15Q: 3 clusters Score -459158.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -459193.562500 Penalty: 2668.643555
	Iteration 16Q: 3 clusters Score -459193.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -459222.218750 Penalty: 2668.643555
	Iteration 17Q: 3 clusters Score -459222.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -459252.468750 Penalty: 2668.643555
	Iteration 18Q: 3 clusters Score -459252.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -459274.812500 Penalty: 2668.643555
	Iteration 19Q: 3 clusters Score -459274.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -459288.031250 Penalty: 2668.643555
	Iteration 20F: 3 clusters Score -459288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -459303.062500 Penalty: 2668.643555
	Iteration 21Q: 3 clusters Score -459303.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -459315.062500 Penalty: 2668.643555
	Iteration 22Q: 3 clusters Score -459315.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -459321.531250 Penalty: 2668.643555
	Iteration 23Q: 3 clusters Score -459321.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -459326.250000 Penalty: 2668.643555
	Iteration 24Q: 3 clusters Score -459326.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -459329.937500 Penalty: 2668.643555
	Iteration 25Q: 3 clusters Score -459329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -459335.156250 Penalty: 2668.643555
	Iteration 26Q: 3 clusters Score -459335.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -459344.750000 Penalty: 2668.643555
	Iteration 27Q: 3 clusters Score -459344.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -459353.968750 Penalty: 2668.643555
	Iteration 28Q: 3 clusters Score -459354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -459360.437500 Penalty: 2668.643555
	Iteration 29Q: 3 clusters Score -459360.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -459364.937500 Penalty: 2668.643555
	Iteration 30Q: 3 clusters Score -459364.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -459365.062500 Penalty: 2668.643555
	Iteration 31Q: 3 clusters Score -459365.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -459365.062500 Penalty: 2668.643555
	Iteration 32F: 3 clusters Score -459365.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71623 members 
Entering Unmasked Estep 
Score: -8919240.000000 Penalty: 1816.615356
	Iteration 0F: 2 clusters Score -8919240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -8872581.000000 Penalty: 3633.230713
	Iteration 0F: 3 clusters Score -8872581 nChanged 33888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -8891999.000000 Penalty: 3633.230713
	Iteration 1F: 3 clusters Score -8891999 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -8892682.000000 Penalty: 3633.230713
	Iteration 2Q: 3 clusters Score -8892682 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -8893405.000000 Penalty: 3633.230713
	Iteration 3Q: 3 clusters Score -8893405 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -8894419.000000 Penalty: 3633.230713
	Iteration 4Q: 3 clusters Score -8894419 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -8895775.000000 Penalty: 3633.230713
	Iteration 5Q: 3 clusters Score -8895775 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -8897619.000000 Penalty: 3633.230713
	Iteration 6Q: 3 clusters Score -8897619 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -8900074.000000 Penalty: 3633.230713
	Iteration 7F: 3 clusters Score -8900074 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -8903248.000000 Penalty: 3633.230713
	Iteration 8F: 3 clusters Score -8903248 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -8906912.000000 Penalty: 3633.230713
	Iteration 9F: 3 clusters Score -8906912 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -8910502.000000 Penalty: 3633.230713
	Iteration 10F: 3 clusters Score -8910502 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66612 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -8913529.000000 Penalty: 3633.230713
	Iteration 11Q: 3 clusters Score -8913529 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -8915593.000000 Penalty: 3633.230713
	Iteration 12Q: 3 clusters Score -8915593 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8916636.000000 Penalty: 3633.230713
	Iteration 13Q: 3 clusters Score -8916636 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70806 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8917169.000000 Penalty: 3633.230713
	Iteration 14Q: 3 clusters Score -8917169 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71054 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8917412.000000 Penalty: 3633.230713
	Iteration 15Q: 3 clusters Score -8917412 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71162 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8917497.000000 Penalty: 3633.230713
	Iteration 16Q: 3 clusters Score -8917497 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8917562.000000 Penalty: 3633.230713
	Iteration 17Q: 3 clusters Score -8917562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71262 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8917601.000000 Penalty: 3633.230713
	Iteration 18Q: 3 clusters Score -8917601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8917637.000000 Penalty: 3633.230713
	Iteration 19Q: 3 clusters Score -8917637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71317 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8917670.000000 Penalty: 3633.230713
	Iteration 20F: 3 clusters Score -8917670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8917684.000000 Penalty: 3633.230713
	Iteration 21Q: 3 clusters Score -8917684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71337 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8917697.000000 Penalty: 3633.230713
	Iteration 22Q: 3 clusters Score -8917697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71339 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8917708.000000 Penalty: 3633.230713
	Iteration 23Q: 3 clusters Score -8917708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8917713.000000 Penalty: 3633.230713
	Iteration 24Q: 3 clusters Score -8917713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71340 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8917718.000000 Penalty: 3633.230713
	Iteration 25Q: 3 clusters Score -8917718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71345 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8917721.000000 Penalty: 3633.230713
	Iteration 26Q: 3 clusters Score -8917721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71348 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8917729.000000 Penalty: 3633.230713
	Iteration 27Q: 3 clusters Score -8917729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71346 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8917735.000000 Penalty: 3633.230713
	Iteration 28Q: 3 clusters Score -8917735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71346 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8917743.000000 Penalty: 3633.230713
	Iteration 29Q: 3 clusters Score -8917743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71345 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8917745.000000 Penalty: 3633.230713
	Iteration 30Q: 3 clusters Score -8917745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71346 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8917743.000000 Penalty: 3633.230713
	Iteration 31Q: 3 clusters Score -8917743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71347 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8917748.000000 Penalty: 3633.230713
	Iteration 32Q: 3 clusters Score -8917748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71347 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8917748.000000 Penalty: 3633.230713
	Iteration 33F: 3 clusters Score -8917748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (64128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64128 members 
Entering Unmasked Estep 
Score: -7976829.500000 Penalty: 1798.653320
	Iteration 0F: 2 clusters Score -7976830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -7934413.500000 Penalty: 3597.306641
	Iteration 0F: 3 clusters Score -7934414 nChanged 30191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -7951810.500000 Penalty: 3597.306641
	Iteration 1F: 3 clusters Score -7951810 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -7952583.000000 Penalty: 3597.306641
	Iteration 2Q: 3 clusters Score -7952583 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -7953757.000000 Penalty: 3597.306641
	Iteration 3Q: 3 clusters Score -7953757 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -7955601.000000 Penalty: 3597.306641
	Iteration 4F: 3 clusters Score -7955601 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -7958405.000000 Penalty: 3597.306641
	Iteration 5F: 3 clusters Score -7958405 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -7961919.000000 Penalty: 3597.306641
	Iteration 6F: 3 clusters Score -7961919 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -7965508.000000 Penalty: 3597.306641
	Iteration 7F: 3 clusters Score -7965508 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -7968190.500000 Penalty: 3597.306641
	Iteration 8F: 3 clusters Score -7968190 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -7969788.500000 Penalty: 3597.306641
	Iteration 9Q: 3 clusters Score -7969788 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -7970602.500000 Penalty: 3597.306641
	Iteration 10Q: 3 clusters Score -7970602 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -7971284.000000 Penalty: 3597.306641
	Iteration 11Q: 3 clusters Score -7971284 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -7971799.500000 Penalty: 3597.306641
	Iteration 12Q: 3 clusters Score -7971800 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -7972279.000000 Penalty: 3597.306641
	Iteration 13Q: 3 clusters Score -7972279 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -7972759.500000 Penalty: 3597.306641
	Iteration 14Q: 3 clusters Score -7972760 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -7973154.500000 Penalty: 3597.306641
	Iteration 15Q: 3 clusters Score -7973154 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 56175 members 
Entering Unmasked Estep 
Score: -7973539.000000 Penalty: 3597.306641
	Iteration 16Q: 3 clusters Score -7973539 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -7973921.500000 Penalty: 3597.306641
	Iteration 17Q: 3 clusters Score -7973922 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 57678 members 
Entering Unmasked Estep 
Score: -7974138.000000 Penalty: 3597.306641
	Iteration 18Q: 3 clusters Score -7974138 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -7974378.000000 Penalty: 3597.306641
	Iteration 19Q: 3 clusters Score -7974378 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 58926 members 
Entering Unmasked Estep 
Score: -7974573.500000 Penalty: 3597.306641
	Iteration 20F: 3 clusters Score -7974574 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 59450 members 
Entering Unmasked Estep 
Score: -7974734.500000 Penalty: 3597.306641
	Iteration 21Q: 3 clusters Score -7974734 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 59924 members 
Entering Unmasked Estep 
Score: -7974883.000000 Penalty: 3597.306641
	Iteration 22Q: 3 clusters Score -7974883 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -7975054.000000 Penalty: 3597.306641
	Iteration 23Q: 3 clusters Score -7975054 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -7975107.500000 Penalty: 3597.306641
	Iteration 24Q: 3 clusters Score -7975108 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -7975225.000000 Penalty: 3597.306641
	Iteration 25Q: 3 clusters Score -7975225 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -7975307.000000 Penalty: 3597.306641
	Iteration 26Q: 3 clusters Score -7975307 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -7975368.500000 Penalty: 3597.306641
	Iteration 27Q: 3 clusters Score -7975368 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -7975396.500000 Penalty: 3597.306641
	Iteration 28Q: 3 clusters Score -7975396 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -7975436.000000 Penalty: 3597.306641
	Iteration 29Q: 3 clusters Score -7975436 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -7975465.500000 Penalty: 3597.306641
	Iteration 30Q: 3 clusters Score -7975466 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -7975478.500000 Penalty: 3597.306641
	Iteration 31Q: 3 clusters Score -7975478 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -7975481.000000 Penalty: 3597.306641
	Iteration 32Q: 3 clusters Score -7975481 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -7975489.500000 Penalty: 3597.306641
	Iteration 33Q: 3 clusters Score -7975490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -7975505.500000 Penalty: 3597.306641
	Iteration 34Q: 3 clusters Score -7975506 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -7975519.500000 Penalty: 3597.306641
	Iteration 35Q: 3 clusters Score -7975520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -7975517.500000 Penalty: 3597.306641
	Iteration 36Q: 3 clusters Score -7975518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -7975521.000000 Penalty: 3597.306641
	Iteration 37Q: 3 clusters Score -7975521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 62694 members 
Entering Unmasked Estep 
Score: -7975526.000000 Penalty: 3597.306641
	Iteration 38Q: 3 clusters Score -7975526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -7975529.000000 Penalty: 3597.306641
	Iteration 39Q: 3 clusters Score -7975529 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -7975546.500000 Penalty: 3597.306641
	Iteration 40F: 3 clusters Score -7975546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -7975540.500000 Penalty: 3597.306641
	Iteration 41Q: 3 clusters Score -7975540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -7975559.000000 Penalty: 3597.306641
	Iteration 42Q: 3 clusters Score -7975559 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 62889 members 
Entering Unmasked Estep 
Score: -7975558.000000 Penalty: 3597.306641
	Iteration 43Q: 3 clusters Score -7975558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -7975564.000000 Penalty: 3597.306641
	Iteration 44Q: 3 clusters Score -7975564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 62945 members 
Entering Unmasked Estep 
Score: -7975563.500000 Penalty: 3597.306641
	Iteration 45Q: 3 clusters Score -7975564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -7975572.000000 Penalty: 3597.306641
	Iteration 46Q: 3 clusters Score -7975572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -7975573.000000 Penalty: 3597.306641
	Iteration 47Q: 3 clusters Score -7975573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -7975595.000000 Penalty: 3597.306641
	Iteration 48Q: 3 clusters Score -7975595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -7975602.000000 Penalty: 3597.306641
	Iteration 49Q: 3 clusters Score -7975602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -7975589.000000 Penalty: 3597.306641
	Iteration 50Q: 3 clusters Score -7975589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -7975593.500000 Penalty: 3597.306641
	Iteration 51Q: 3 clusters Score -7975594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -7975589.500000 Penalty: 3597.306641
	Iteration 52Q: 3 clusters Score -7975590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -7975594.000000 Penalty: 3597.306641
	Iteration 53Q: 3 clusters Score -7975594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
Score: -7975588.000000 Penalty: 3597.306641
	Iteration 54Q: 3 clusters Score -7975588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 63057 members 
Entering Unmasked Estep 
Score: -7975588.000000 Penalty: 3597.306641
	Iteration 55Q: 3 clusters Score -7975588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -7975587.500000 Penalty: 3597.306641
	Iteration 56Q: 3 clusters Score -7975588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 63068 members 
Entering Unmasked Estep 
Score: -7975596.500000 Penalty: 3597.306641
	Iteration 57Q: 3 clusters Score -7975596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -7975595.500000 Penalty: 3597.306641
	Iteration 58Q: 3 clusters Score -7975596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 63074 members 
Entering Unmasked Estep 
Score: -7975594.000000 Penalty: 3597.306641
	Iteration 59Q: 3 clusters Score -7975594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
Score: -7975587.000000 Penalty: 3597.306641
	Iteration 60F: 3 clusters Score -7975587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -7975600.500000 Penalty: 3597.306641
	Iteration 61Q: 3 clusters Score -7975600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -7975601.000000 Penalty: 3597.306641
	Iteration 62Q: 3 clusters Score -7975601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -7975603.000000 Penalty: 3597.306641
	Iteration 63Q: 3 clusters Score -7975603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -7975606.000000 Penalty: 3597.306641
	Iteration 64Q: 3 clusters Score -7975606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -7975601.500000 Penalty: 3597.306641
	Iteration 65Q: 3 clusters Score -7975602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -7975602.500000 Penalty: 3597.306641
	Iteration 66Q: 3 clusters Score -7975602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -7975608.500000 Penalty: 3597.306641
	Iteration 67Q: 3 clusters Score -7975608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -7975612.500000 Penalty: 3597.306641
	Iteration 68Q: 3 clusters Score -7975612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 63161 members 
Entering Unmasked Estep 
Score: -7975612.000000 Penalty: 3597.306641
	Iteration 69Q: 3 clusters Score -7975612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -7975613.500000 Penalty: 3597.306641
	Iteration 70Q: 3 clusters Score -7975614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -7975612.500000 Penalty: 3597.306641
	Iteration 71Q: 3 clusters Score -7975612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 63186 members 
Entering Unmasked Estep 
Score: -7975619.500000 Penalty: 3597.306641
	Iteration 72Q: 3 clusters Score -7975620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -7975621.000000 Penalty: 3597.306641
	Iteration 73Q: 3 clusters Score -7975621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 63202 members 
Entering Unmasked Estep 
Score: -7975623.500000 Penalty: 3597.306641
	Iteration 74Q: 3 clusters Score -7975624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -7975619.000000 Penalty: 3597.306641
	Iteration 75Q: 3 clusters Score -7975619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 63213 members 
Entering Unmasked Estep 
Score: -7975626.000000 Penalty: 3597.306641
	Iteration 76Q: 3 clusters Score -7975626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -7975625.500000 Penalty: 3597.306641
	Iteration 77Q: 3 clusters Score -7975626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 63226 members 
Entering Unmasked Estep 
Score: -7975623.500000 Penalty: 3597.306641
	Iteration 78Q: 3 clusters Score -7975624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 63228 members 
Entering Unmasked Estep 
Score: -7975627.500000 Penalty: 3597.306641
	Iteration 79Q: 3 clusters Score -7975628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -7975628.000000 Penalty: 3597.306641
	Iteration 80F: 3 clusters Score -7975628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -7975632.500000 Penalty: 3597.306641
	Iteration 81Q: 3 clusters Score -7975632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 63237 members 
Entering Unmasked Estep 
Score: -7975633.000000 Penalty: 3597.306641
	Iteration 82Q: 3 clusters Score -7975633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -7975633.500000 Penalty: 3597.306641
	Iteration 83Q: 3 clusters Score -7975634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -7975631.000000 Penalty: 3597.306641
	Iteration 84Q: 3 clusters Score -7975631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -7975631.000000 Penalty: 3597.306641
	Iteration 85F: 3 clusters Score -7975631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Entering Unmasked Estep 
Score: -4874278.500000 Penalty: 1718.695068
	Iteration 0F: 2 clusters Score -4874278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -4848092.000000 Penalty: 3437.390137
	Iteration 0F: 3 clusters Score -4848092 nChanged 18225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -4858185.000000 Penalty: 3437.390137
	Iteration 1F: 3 clusters Score -4858185 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4858718.000000 Penalty: 3437.390137
	Iteration 2Q: 3 clusters Score -4858718 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -4859338.000000 Penalty: 3437.390137
	Iteration 3Q: 3 clusters Score -4859338 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -4860069.000000 Penalty: 3437.390137
	Iteration 4Q: 3 clusters Score -4860069 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -4861178.000000 Penalty: 3437.390137
	Iteration 5F: 3 clusters Score -4861178 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -4862825.500000 Penalty: 3437.390137
	Iteration 6F: 3 clusters Score -4862826 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -4864967.000000 Penalty: 3437.390137
	Iteration 7F: 3 clusters Score -4864967 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -4867414.000000 Penalty: 3437.390137
	Iteration 8F: 3 clusters Score -4867414 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -4869422.000000 Penalty: 3437.390137
	Iteration 9F: 3 clusters Score -4869422 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -4870703.500000 Penalty: 3437.390137
	Iteration 10Q: 3 clusters Score -4870704 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4871420.000000 Penalty: 3437.390137
	Iteration 11Q: 3 clusters Score -4871420 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4871807.500000 Penalty: 3437.390137
	Iteration 12Q: 3 clusters Score -4871808 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4872057.000000 Penalty: 3437.390137
	Iteration 13Q: 3 clusters Score -4872057 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4872213.000000 Penalty: 3437.390137
	Iteration 14Q: 3 clusters Score -4872213 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4872324.500000 Penalty: 3437.390137
	Iteration 15Q: 3 clusters Score -4872324 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4872428.000000 Penalty: 3437.390137
	Iteration 16Q: 3 clusters Score -4872428 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4872524.000000 Penalty: 3437.390137
	Iteration 17Q: 3 clusters Score -4872524 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4872585.500000 Penalty: 3437.390137
	Iteration 18Q: 3 clusters Score -4872586 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4872627.500000 Penalty: 3437.390137
	Iteration 19Q: 3 clusters Score -4872628 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4872666.500000 Penalty: 3437.390137
	Iteration 20F: 3 clusters Score -4872666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4872696.500000 Penalty: 3437.390137
	Iteration 21Q: 3 clusters Score -4872696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4872717.000000 Penalty: 3437.390137
	Iteration 22Q: 3 clusters Score -4872717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4872725.000000 Penalty: 3437.390137
	Iteration 23Q: 3 clusters Score -4872725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4872741.000000 Penalty: 3437.390137
	Iteration 24Q: 3 clusters Score -4872741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4872753.000000 Penalty: 3437.390137
	Iteration 25Q: 3 clusters Score -4872753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4872763.500000 Penalty: 3437.390137
	Iteration 26Q: 3 clusters Score -4872764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4872772.500000 Penalty: 3437.390137
	Iteration 27Q: 3 clusters Score -4872772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4872779.500000 Penalty: 3437.390137
	Iteration 28Q: 3 clusters Score -4872780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4872789.000000 Penalty: 3437.390137
	Iteration 29Q: 3 clusters Score -4872789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4872796.000000 Penalty: 3437.390137
	Iteration 30Q: 3 clusters Score -4872796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4872809.000000 Penalty: 3437.390137
	Iteration 31Q: 3 clusters Score -4872809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4872817.000000 Penalty: 3437.390137
	Iteration 32Q: 3 clusters Score -4872817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4872825.000000 Penalty: 3437.390137
	Iteration 33Q: 3 clusters Score -4872825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4872824.000000 Penalty: 3437.390137
	Iteration 34Q: 3 clusters Score -4872824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4872830.000000 Penalty: 3437.390137
	Iteration 35Q: 3 clusters Score -4872830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4872828.500000 Penalty: 3437.390137
	Iteration 36Q: 3 clusters Score -4872828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4872833.500000 Penalty: 3437.390137
	Iteration 37Q: 3 clusters Score -4872834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4872833.000000 Penalty: 3437.390137
	Iteration 38Q: 3 clusters Score -4872833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4872834.000000 Penalty: 3437.390137
	Iteration 39Q: 3 clusters Score -4872834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4872834.000000 Penalty: 3437.390137
	Iteration 40F: 3 clusters Score -4872834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4872833.500000 Penalty: 3437.390137
	Iteration 41Q: 3 clusters Score -4872834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4872833.500000 Penalty: 3437.390137
	Iteration 42F: 3 clusters Score -4872834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Entering Unmasked Estep 
Score: -514498.468750 Penalty: 1350.362549
	Iteration 0F: 2 clusters Score -514498.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -511046.281250 Penalty: 2700.725098
	Iteration 0F: 3 clusters Score -511046.3 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -511986.375000 Penalty: 2700.725098
	Iteration 1F: 3 clusters Score -511986.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -512123.656250 Penalty: 2700.725098
	Iteration 2F: 3 clusters Score -512123.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -512210.906250 Penalty: 2700.725098
	Iteration 3Q: 3 clusters Score -512210.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -512273.343750 Penalty: 2700.725098
	Iteration 4Q: 3 clusters Score -512273.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -512337.562500 Penalty: 2700.725098
	Iteration 5Q: 3 clusters Score -512337.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -512393.968750 Penalty: 2700.725098
	Iteration 6Q: 3 clusters Score -512394 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -512451.750000 Penalty: 2700.725098
	Iteration 7Q: 3 clusters Score -512451.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -512515.937500 Penalty: 2700.725098
	Iteration 8Q: 3 clusters Score -512515.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -512568.812500 Penalty: 2700.725098
	Iteration 9Q: 3 clusters Score -512568.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -512628.937500 Penalty: 2700.725098
	Iteration 10Q: 3 clusters Score -512628.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -512696.125000 Penalty: 2700.725098
	Iteration 11Q: 3 clusters Score -512696.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -512756.500000 Penalty: 2700.725098
	Iteration 12Q: 3 clusters Score -512756.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -512824.062500 Penalty: 2700.725098
	Iteration 13Q: 3 clusters Score -512824.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -512903.125000 Penalty: 2700.725098
	Iteration 14Q: 3 clusters Score -512903.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -512975.625000 Penalty: 2700.725098
	Iteration 15Q: 3 clusters Score -512975.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -513038.875000 Penalty: 2700.725098
	Iteration 16Q: 3 clusters Score -513038.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -513087.937500 Penalty: 2700.725098
	Iteration 17Q: 3 clusters Score -513087.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -513125.875000 Penalty: 2700.725098
	Iteration 18Q: 3 clusters Score -513125.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -513156.781250 Penalty: 2700.725098
	Iteration 19Q: 3 clusters Score -513156.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -513183.875000 Penalty: 2700.725098
	Iteration 20F: 3 clusters Score -513183.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -513215.031250 Penalty: 2700.725098
	Iteration 21Q: 3 clusters Score -513215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -513242.531250 Penalty: 2700.725098
	Iteration 22Q: 3 clusters Score -513242.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -513266.093750 Penalty: 2700.725098
	Iteration 23Q: 3 clusters Score -513266.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -513290.718750 Penalty: 2700.725098
	Iteration 24Q: 3 clusters Score -513290.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -513302.750000 Penalty: 2700.725098
	Iteration 25Q: 3 clusters Score -513302.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -513311.187500 Penalty: 2700.725098
	Iteration 26Q: 3 clusters Score -513311.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -513317.875000 Penalty: 2700.725098
	Iteration 27Q: 3 clusters Score -513317.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -513325.937500 Penalty: 2700.725098
	Iteration 28Q: 3 clusters Score -513325.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -513329.625000 Penalty: 2700.725098
	Iteration 29Q: 3 clusters Score -513329.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -513333.468750 Penalty: 2700.725098
	Iteration 30Q: 3 clusters Score -513333.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -513336.156250 Penalty: 2700.725098
	Iteration 31Q: 3 clusters Score -513336.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -513339.781250 Penalty: 2700.725098
	Iteration 32Q: 3 clusters Score -513339.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -513340.218750 Penalty: 2700.725098
	Iteration 33Q: 3 clusters Score -513340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -513341.281250 Penalty: 2700.725098
	Iteration 34Q: 3 clusters Score -513341.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -513343.031250 Penalty: 2700.725098
	Iteration 35Q: 3 clusters Score -513343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -513343.031250 Penalty: 2700.725098
	Iteration 36F: 3 clusters Score -513343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (93734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93734 members 
Entering Unmasked Estep 
Score: -11615556.000000 Penalty: 1860.335205
	Iteration 0F: 2 clusters Score -1.161556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -11555607.000000 Penalty: 3720.670410
	Iteration 0F: 3 clusters Score -1.155561e+07 nChanged 44681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -11581894.000000 Penalty: 3720.670410
	Iteration 1F: 3 clusters Score -1.158189e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -11583783.000000 Penalty: 3720.670410
	Iteration 2Q: 3 clusters Score -1.158378e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -11587163.000000 Penalty: 3720.670410
	Iteration 3F: 3 clusters Score -1.158716e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 70957 members 
Entering Unmasked Estep 
Score: -11592707.000000 Penalty: 3720.670410
	Iteration 4F: 3 clusters Score -1.159271e+07 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -11600252.000000 Penalty: 3720.670410
	Iteration 5F: 3 clusters Score -1.160025e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 86382 members 
Entering Unmasked Estep 
Score: -11606925.000000 Penalty: 3720.670410
	Iteration 6F: 3 clusters Score -1.160692e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 90823 members 
Entering Unmasked Estep 
Score: -11611441.000000 Penalty: 3720.670410
	Iteration 7Q: 3 clusters Score -1.161144e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 92781 members 
Entering Unmasked Estep 
Score: -11613314.000000 Penalty: 3720.670410
	Iteration 8Q: 3 clusters Score -1.161331e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 93403 members 
Entering Unmasked Estep 
Score: -11613781.000000 Penalty: 3720.670410
	Iteration 9Q: 3 clusters Score -1.161378e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 93542 members 
Entering Unmasked Estep 
Score: -11613853.000000 Penalty: 3720.670410
	Iteration 10Q: 3 clusters Score -1.161385e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 93580 members 
Entering Unmasked Estep 
Score: -11613876.000000 Penalty: 3720.670410
	Iteration 11Q: 3 clusters Score -1.161388e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 93599 members 
Entering Unmasked Estep 
Score: -11613896.000000 Penalty: 3720.670410
	Iteration 12Q: 3 clusters Score -1.16139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 93601 members 
Entering Unmasked Estep 
Score: -11613921.000000 Penalty: 3720.670410
	Iteration 13Q: 3 clusters Score -1.161392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -11613918.000000 Penalty: 3720.670410
	Iteration 14Q: 3 clusters Score -1.161392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 93608 members 
Entering Unmasked Estep 
Score: -11613928.000000 Penalty: 3720.670410
	Iteration 15Q: 3 clusters Score -1.161393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 93607 members 
Entering Unmasked Estep 
Score: -11613924.000000 Penalty: 3720.670410
	Iteration 16Q: 3 clusters Score -1.161392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -11613923.000000 Penalty: 3720.670410
	Iteration 17Q: 3 clusters Score -1.161392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -11613923.000000 Penalty: 3720.670410
	Iteration 18F: 3 clusters Score -1.161392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Entering Unmasked Estep 
Score: -1974270.875000 Penalty: 1574.108765
	Iteration 0F: 2 clusters Score -1974271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1963176.250000 Penalty: 3148.217529
	Iteration 0F: 3 clusters Score -1963176 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1966941.500000 Penalty: 3148.217529
	Iteration 1F: 3 clusters Score -1966942 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1967186.875000 Penalty: 3148.217529
	Iteration 2Q: 3 clusters Score -1967187 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1967420.250000 Penalty: 3148.217529
	Iteration 3Q: 3 clusters Score -1967420 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1967605.625000 Penalty: 3148.217529
	Iteration 4Q: 3 clusters Score -1967606 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1967780.500000 Penalty: 3148.217529
	Iteration 5Q: 3 clusters Score -1967780 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1968030.750000 Penalty: 3148.217529
	Iteration 6Q: 3 clusters Score -1968031 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1968381.375000 Penalty: 3148.217529
	Iteration 7Q: 3 clusters Score -1968381 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1968930.125000 Penalty: 3148.217529
	Iteration 8F: 3 clusters Score -1968930 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1969788.250000 Penalty: 3148.217529
	Iteration 9F: 3 clusters Score -1969788 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1970880.875000 Penalty: 3148.217529
	Iteration 10F: 3 clusters Score -1970881 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1971845.000000 Penalty: 3148.217529
	Iteration 11F: 3 clusters Score -1971845 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1972428.500000 Penalty: 3148.217529
	Iteration 12Q: 3 clusters Score -1972428 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1972668.750000 Penalty: 3148.217529
	Iteration 13Q: 3 clusters Score -1972669 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1972780.875000 Penalty: 3148.217529
	Iteration 14Q: 3 clusters Score -1972781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1972841.000000 Penalty: 3148.217529
	Iteration 15Q: 3 clusters Score -1972841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1972871.875000 Penalty: 3148.217529
	Iteration 16Q: 3 clusters Score -1972872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1972877.375000 Penalty: 3148.217529
	Iteration 17Q: 3 clusters Score -1972877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1972886.000000 Penalty: 3148.217529
	Iteration 18Q: 3 clusters Score -1972886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1972890.125000 Penalty: 3148.217529
	Iteration 19Q: 3 clusters Score -1972890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1972900.500000 Penalty: 3148.217529
	Iteration 20F: 3 clusters Score -1972900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1972904.875000 Penalty: 3148.217529
	Iteration 21Q: 3 clusters Score -1972905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1972905.875000 Penalty: 3148.217529
	Iteration 22Q: 3 clusters Score -1972906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1972905.875000 Penalty: 3148.217529
	Iteration 23F: 3 clusters Score -1972906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Entering Unmasked Estep 
Score: -736023.500000 Penalty: 1411.928589
	Iteration 0F: 2 clusters Score -736023.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -731432.312500 Penalty: 2823.857178
	Iteration 0F: 3 clusters Score -731432.3 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -732797.125000 Penalty: 2823.857178
	Iteration 1F: 3 clusters Score -732797.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -733099.250000 Penalty: 2823.857178
	Iteration 2F: 3 clusters Score -733099.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -733362.937500 Penalty: 2823.857178
	Iteration 3F: 3 clusters Score -733362.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -733593.375000 Penalty: 2823.857178
	Iteration 4F: 3 clusters Score -733593.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -733817.687500 Penalty: 2823.857178
	Iteration 5Q: 3 clusters Score -733817.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -733975.125000 Penalty: 2823.857178
	Iteration 6Q: 3 clusters Score -733975.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -734084.437500 Penalty: 2823.857178
	Iteration 7Q: 3 clusters Score -734084.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -734191.500000 Penalty: 2823.857178
	Iteration 8Q: 3 clusters Score -734191.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -734293.312500 Penalty: 2823.857178
	Iteration 9Q: 3 clusters Score -734293.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -734372.312500 Penalty: 2823.857178
	Iteration 10Q: 3 clusters Score -734372.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -734426.000000 Penalty: 2823.857178
	Iteration 11Q: 3 clusters Score -734426 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -734457.437500 Penalty: 2823.857178
	Iteration 12Q: 3 clusters Score -734457.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -734493.250000 Penalty: 2823.857178
	Iteration 13Q: 3 clusters Score -734493.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -734526.250000 Penalty: 2823.857178
	Iteration 14Q: 3 clusters Score -734526.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -734548.125000 Penalty: 2823.857178
	Iteration 15Q: 3 clusters Score -734548.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -734580.750000 Penalty: 2823.857178
	Iteration 16Q: 3 clusters Score -734580.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -734609.125000 Penalty: 2823.857178
	Iteration 17Q: 3 clusters Score -734609.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -734627.375000 Penalty: 2823.857178
	Iteration 18Q: 3 clusters Score -734627.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -734640.687500 Penalty: 2823.857178
	Iteration 19Q: 3 clusters Score -734640.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -734653.312500 Penalty: 2823.857178
	Iteration 20F: 3 clusters Score -734653.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -734667.187500 Penalty: 2823.857178
	Iteration 21Q: 3 clusters Score -734667.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -734671.562500 Penalty: 2823.857178
	Iteration 22Q: 3 clusters Score -734671.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -734675.250000 Penalty: 2823.857178
	Iteration 23Q: 3 clusters Score -734675.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -734681.312500 Penalty: 2823.857178
	Iteration 24Q: 3 clusters Score -734681.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -734682.625000 Penalty: 2823.857178
	Iteration 25Q: 3 clusters Score -734682.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -734687.375000 Penalty: 2823.857178
	Iteration 26Q: 3 clusters Score -734687.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -734690.937500 Penalty: 2823.857178
	Iteration 27Q: 3 clusters Score -734690.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -734693.437500 Penalty: 2823.857178
	Iteration 28Q: 3 clusters Score -734693.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -734696.312500 Penalty: 2823.857178
	Iteration 29Q: 3 clusters Score -734696.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -734700.375000 Penalty: 2823.857178
	Iteration 30Q: 3 clusters Score -734700.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -734703.375000 Penalty: 2823.857178
	Iteration 31Q: 3 clusters Score -734703.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -734705.375000 Penalty: 2823.857178
	Iteration 32Q: 3 clusters Score -734705.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -734708.750000 Penalty: 2823.857178
	Iteration 33Q: 3 clusters Score -734708.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -734715.125000 Penalty: 2823.857178
	Iteration 34Q: 3 clusters Score -734715.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -734718.562500 Penalty: 2823.857178
	Iteration 35Q: 3 clusters Score -734718.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -734723.187500 Penalty: 2823.857178
	Iteration 36Q: 3 clusters Score -734723.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -734726.375000 Penalty: 2823.857178
	Iteration 37Q: 3 clusters Score -734726.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -734729.187500 Penalty: 2823.857178
	Iteration 38Q: 3 clusters Score -734729.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -734731.750000 Penalty: 2823.857178
	Iteration 39Q: 3 clusters Score -734731.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -734735.625000 Penalty: 2823.857178
	Iteration 40F: 3 clusters Score -734735.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -734738.312500 Penalty: 2823.857178
	Iteration 41Q: 3 clusters Score -734738.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -734738.187500 Penalty: 2823.857178
	Iteration 42Q: 3 clusters Score -734738.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -734739.250000 Penalty: 2823.857178
	Iteration 43Q: 3 clusters Score -734739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -734740.000000 Penalty: 2823.857178
	Iteration 44Q: 3 clusters Score -734740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -734741.250000 Penalty: 2823.857178
	Iteration 45Q: 3 clusters Score -734741.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -734743.750000 Penalty: 2823.857178
	Iteration 46Q: 3 clusters Score -734743.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -734746.000000 Penalty: 2823.857178
	Iteration 47Q: 3 clusters Score -734746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -734746.375000 Penalty: 2823.857178
	Iteration 48Q: 3 clusters Score -734746.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -734746.812500 Penalty: 2823.857178
	Iteration 49Q: 3 clusters Score -734746.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -734748.750000 Penalty: 2823.857178
	Iteration 50Q: 3 clusters Score -734748.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -734749.312500 Penalty: 2823.857178
	Iteration 51Q: 3 clusters Score -734749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -734749.937500 Penalty: 2823.857178
	Iteration 52Q: 3 clusters Score -734749.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -734752.062500 Penalty: 2823.857178
	Iteration 53Q: 3 clusters Score -734752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -734752.000000 Penalty: 2823.857178
	Iteration 54Q: 3 clusters Score -734752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -734753.312500 Penalty: 2823.857178
	Iteration 55Q: 3 clusters Score -734753.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -734754.500000 Penalty: 2823.857178
	Iteration 56Q: 3 clusters Score -734754.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -734756.062500 Penalty: 2823.857178
	Iteration 57Q: 3 clusters Score -734756.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -734756.500000 Penalty: 2823.857178
	Iteration 58Q: 3 clusters Score -734756.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -734756.812500 Penalty: 2823.857178
	Iteration 59Q: 3 clusters Score -734756.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -734757.125000 Penalty: 2823.857178
	Iteration 60F: 3 clusters Score -734757.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -734757.875000 Penalty: 2823.857178
	Iteration 61Q: 3 clusters Score -734757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -734758.687500 Penalty: 2823.857178
	Iteration 62Q: 3 clusters Score -734758.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -734758.187500 Penalty: 2823.857178
	Iteration 63Q: 3 clusters Score -734758.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -734758.187500 Penalty: 2823.857178
	Iteration 64F: 3 clusters Score -734758.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -153625.109375 Penalty: 1172.237427
	Iteration 0F: 2 clusters Score -153625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -151945.890625 Penalty: 2344.474854
	Iteration 0F: 3 clusters Score -151945.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -152235.000000 Penalty: 2344.474854
	Iteration 1F: 3 clusters Score -152235 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -152320.843750 Penalty: 2344.474854
	Iteration 2F: 3 clusters Score -152320.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -152369.625000 Penalty: 2344.474854
	Iteration 3Q: 3 clusters Score -152369.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -152408.203125 Penalty: 2344.474854
	Iteration 4Q: 3 clusters Score -152408.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -152452.234375 Penalty: 2344.474854
	Iteration 5Q: 3 clusters Score -152452.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -152489.125000 Penalty: 2344.474854
	Iteration 6Q: 3 clusters Score -152489.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -152517.750000 Penalty: 2344.474854
	Iteration 7Q: 3 clusters Score -152517.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -152535.734375 Penalty: 2344.474854
	Iteration 8Q: 3 clusters Score -152535.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -152550.531250 Penalty: 2344.474854
	Iteration 9Q: 3 clusters Score -152550.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -152566.609375 Penalty: 2344.474854
	Iteration 10Q: 3 clusters Score -152566.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -152578.156250 Penalty: 2344.474854
	Iteration 11Q: 3 clusters Score -152578.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -152603.375000 Penalty: 2344.474854
	Iteration 12Q: 3 clusters Score -152603.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -152613.218750 Penalty: 2344.474854
	Iteration 13Q: 3 clusters Score -152613.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -152621.031250 Penalty: 2344.474854
	Iteration 14Q: 3 clusters Score -152621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -152623.328125 Penalty: 2344.474854
	Iteration 15Q: 3 clusters Score -152623.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -152625.203125 Penalty: 2344.474854
	Iteration 16Q: 3 clusters Score -152625.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -152627.468750 Penalty: 2344.474854
	Iteration 17Q: 3 clusters Score -152627.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -152628.703125 Penalty: 2344.474854
	Iteration 18Q: 3 clusters Score -152628.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -152629.343750 Penalty: 2344.474854
	Iteration 19Q: 3 clusters Score -152629.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -152631.125000 Penalty: 2344.474854
	Iteration 20F: 3 clusters Score -152631.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -152631.750000 Penalty: 2344.474854
	Iteration 21Q: 3 clusters Score -152631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -152632.375000 Penalty: 2344.474854
	Iteration 22Q: 3 clusters Score -152632.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -152634.500000 Penalty: 2344.474854
	Iteration 23Q: 3 clusters Score -152634.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -152638.656250 Penalty: 2344.474854
	Iteration 24Q: 3 clusters Score -152638.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -152642.828125 Penalty: 2344.474854
	Iteration 25Q: 3 clusters Score -152642.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -152644.500000 Penalty: 2344.474854
	Iteration 26Q: 3 clusters Score -152644.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -152646.984375 Penalty: 2344.474854
	Iteration 27Q: 3 clusters Score -152647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -152653.765625 Penalty: 2344.474854
	Iteration 28Q: 3 clusters Score -152653.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152662.703125 Penalty: 2344.474854
	Iteration 29Q: 3 clusters Score -152662.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -152679.937500 Penalty: 2344.474854
	Iteration 30Q: 3 clusters Score -152679.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -152703.531250 Penalty: 2344.474854
	Iteration 31Q: 3 clusters Score -152703.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -152774.937500 Penalty: 2344.474854
	Iteration 32Q: 3 clusters Score -152774.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152848.750000 Penalty: 2344.474854
	Iteration 33Q: 3 clusters Score -152848.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -152908.843750 Penalty: 2344.474854
	Iteration 34Q: 3 clusters Score -152908.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -153012.484375 Penalty: 2344.474854
	Iteration 35Q: 3 clusters Score -153012.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -153115.421875 Penalty: 2344.474854
	Iteration 36Q: 3 clusters Score -153115.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -153185.781250 Penalty: 2344.474854
	Iteration 37Q: 3 clusters Score -153185.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -153245.265625 Penalty: 2344.474854
	Iteration 38Q: 3 clusters Score -153245.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -153269.890625 Penalty: 2344.474854
	Iteration 39Q: 3 clusters Score -153269.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -153287.156250 Penalty: 2344.474854
	Iteration 40F: 3 clusters Score -153287.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -153304.890625 Penalty: 2344.474854
	Iteration 41Q: 3 clusters Score -153304.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -153316.750000 Penalty: 2344.474854
	Iteration 42Q: 3 clusters Score -153316.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -153323.000000 Penalty: 2344.474854
	Iteration 43Q: 3 clusters Score -153323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -153325.875000 Penalty: 2344.474854
	Iteration 44Q: 3 clusters Score -153325.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -153329.296875 Penalty: 2344.474854
	Iteration 45Q: 3 clusters Score -153329.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -153330.828125 Penalty: 2344.474854
	Iteration 46Q: 3 clusters Score -153330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -153333.234375 Penalty: 2344.474854
	Iteration 47Q: 3 clusters Score -153333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -153336.953125 Penalty: 2344.474854
	Iteration 48Q: 3 clusters Score -153337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -153339.812500 Penalty: 2344.474854
	Iteration 49Q: 3 clusters Score -153339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -153342.109375 Penalty: 2344.474854
	Iteration 50Q: 3 clusters Score -153342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -153345.421875 Penalty: 2344.474854
	Iteration 51Q: 3 clusters Score -153345.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -153348.234375 Penalty: 2344.474854
	Iteration 52Q: 3 clusters Score -153348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -153350.359375 Penalty: 2344.474854
	Iteration 53Q: 3 clusters Score -153350.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -153353.046875 Penalty: 2344.474854
	Iteration 54Q: 3 clusters Score -153353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -153354.453125 Penalty: 2344.474854
	Iteration 55Q: 3 clusters Score -153354.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -153355.375000 Penalty: 2344.474854
	Iteration 56Q: 3 clusters Score -153355.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -153356.453125 Penalty: 2344.474854
	Iteration 57Q: 3 clusters Score -153356.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -153358.312500 Penalty: 2344.474854
	Iteration 58Q: 3 clusters Score -153358.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -153358.937500 Penalty: 2344.474854
	Iteration 59Q: 3 clusters Score -153358.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -153358.937500 Penalty: 2344.474854
	Iteration 60F: 3 clusters Score -153358.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -114894.000000 Penalty: 1117.057251
	Iteration 0F: 2 clusters Score -114894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -113483.828125 Penalty: 2234.114502
	Iteration 0F: 3 clusters Score -113483.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -113734.015625 Penalty: 2234.114502
	Iteration 1F: 3 clusters Score -113734 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -113793.007812 Penalty: 2234.114502
	Iteration 2F: 3 clusters Score -113793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113831.773438 Penalty: 2234.114502
	Iteration 3Q: 3 clusters Score -113831.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113852.578125 Penalty: 2234.114502
	Iteration 4Q: 3 clusters Score -113852.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -113870.945312 Penalty: 2234.114502
	Iteration 5Q: 3 clusters Score -113870.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -113877.914062 Penalty: 2234.114502
	Iteration 6Q: 3 clusters Score -113877.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113882.343750 Penalty: 2234.114502
	Iteration 7Q: 3 clusters Score -113882.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -113888.015625 Penalty: 2234.114502
	Iteration 8Q: 3 clusters Score -113888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -113895.070312 Penalty: 2234.114502
	Iteration 9Q: 3 clusters Score -113895.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -113900.914062 Penalty: 2234.114502
	Iteration 10Q: 3 clusters Score -113900.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -113912.976562 Penalty: 2234.114502
	Iteration 11Q: 3 clusters Score -113913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -113923.210938 Penalty: 2234.114502
	Iteration 12Q: 3 clusters Score -113923.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -113928.570312 Penalty: 2234.114502
	Iteration 13Q: 3 clusters Score -113928.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -113935.039062 Penalty: 2234.114502
	Iteration 14Q: 3 clusters Score -113935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -113940.937500 Penalty: 2234.114502
	Iteration 15Q: 3 clusters Score -113940.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -113951.671875 Penalty: 2234.114502
	Iteration 16Q: 3 clusters Score -113951.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -113956.273438 Penalty: 2234.114502
	Iteration 17Q: 3 clusters Score -113956.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -113959.726562 Penalty: 2234.114502
	Iteration 18Q: 3 clusters Score -113959.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113963.570312 Penalty: 2234.114502
	Iteration 19Q: 3 clusters Score -113963.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113969.296875 Penalty: 2234.114502
	Iteration 20F: 3 clusters Score -113969.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -113977.429688 Penalty: 2234.114502
	Iteration 21Q: 3 clusters Score -113977.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -113989.632812 Penalty: 2234.114502
	Iteration 22Q: 3 clusters Score -113989.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -114009.500000 Penalty: 2234.114502
	Iteration 23Q: 3 clusters Score -114009.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -114044.070312 Penalty: 2234.114502
	Iteration 24Q: 3 clusters Score -114044.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -114097.460938 Penalty: 2234.114502
	Iteration 25Q: 3 clusters Score -114097.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -114150.414062 Penalty: 2234.114502
	Iteration 26Q: 3 clusters Score -114150.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -114207.953125 Penalty: 2234.114502
	Iteration 27Q: 3 clusters Score -114208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -114315.664062 Penalty: 2234.114502
	Iteration 28Q: 3 clusters Score -114315.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -114423.156250 Penalty: 2234.114502
	Iteration 29Q: 3 clusters Score -114423.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -114549.445312 Penalty: 2234.114502
	Iteration 30Q: 3 clusters Score -114549.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -114628.101562 Penalty: 2234.114502
	Iteration 31Q: 3 clusters Score -114628.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -114665.343750 Penalty: 2234.114502
	Iteration 32Q: 3 clusters Score -114665.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -114704.000000 Penalty: 2234.114502
	Iteration 33Q: 3 clusters Score -114704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -114712.718750 Penalty: 2234.114502
	Iteration 34Q: 3 clusters Score -114712.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -114714.593750 Penalty: 2234.114502
	Iteration 35Q: 3 clusters Score -114714.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -114714.593750 Penalty: 2234.114502
	Iteration 36F: 3 clusters Score -114714.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Entering Unmasked Estep 
Score: -2051975.125000 Penalty: 1584.836304
	Iteration 0F: 2 clusters Score -2051975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2040039.875000 Penalty: 3169.672607
	Iteration 0F: 3 clusters Score -2040040 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2044304.125000 Penalty: 3169.672607
	Iteration 1F: 3 clusters Score -2044304 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2044640.500000 Penalty: 3169.672607
	Iteration 2F: 3 clusters Score -2044640 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2044994.000000 Penalty: 3169.672607
	Iteration 3Q: 3 clusters Score -2044994 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2045364.750000 Penalty: 3169.672607
	Iteration 4Q: 3 clusters Score -2045365 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2045840.875000 Penalty: 3169.672607
	Iteration 5F: 3 clusters Score -2045841 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2046551.875000 Penalty: 3169.672607
	Iteration 6F: 3 clusters Score -2046552 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2047518.000000 Penalty: 3169.672607
	Iteration 7F: 3 clusters Score -2047518 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2048613.500000 Penalty: 3169.672607
	Iteration 8F: 3 clusters Score -2048614 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2049536.625000 Penalty: 3169.672607
	Iteration 9F: 3 clusters Score -2049537 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2050085.375000 Penalty: 3169.672607
	Iteration 10Q: 3 clusters Score -2050085 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2050341.125000 Penalty: 3169.672607
	Iteration 11Q: 3 clusters Score -2050341 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2050464.750000 Penalty: 3169.672607
	Iteration 12Q: 3 clusters Score -2050465 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2050523.625000 Penalty: 3169.672607
	Iteration 13Q: 3 clusters Score -2050524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2050573.000000 Penalty: 3169.672607
	Iteration 14Q: 3 clusters Score -2050573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2050596.625000 Penalty: 3169.672607
	Iteration 15Q: 3 clusters Score -2050597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2050624.625000 Penalty: 3169.672607
	Iteration 16Q: 3 clusters Score -2050625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2050637.375000 Penalty: 3169.672607
	Iteration 17Q: 3 clusters Score -2050637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2050645.875000 Penalty: 3169.672607
	Iteration 18Q: 3 clusters Score -2050646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2050649.500000 Penalty: 3169.672607
	Iteration 19Q: 3 clusters Score -2050650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2050653.250000 Penalty: 3169.672607
	Iteration 20F: 3 clusters Score -2050653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2050663.250000 Penalty: 3169.672607
	Iteration 21Q: 3 clusters Score -2050663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2050662.125000 Penalty: 3169.672607
	Iteration 22Q: 3 clusters Score -2050662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2050662.125000 Penalty: 3169.672607
	Iteration 23F: 3 clusters Score -2050662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53408 members 
Entering Unmasked Estep 
Score: -6648981.500000 Penalty: 1768.928711
	Iteration 0F: 2 clusters Score -6648982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -6613482.000000 Penalty: 3537.857422
	Iteration 0F: 3 clusters Score -6613482 nChanged 25210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -6627819.000000 Penalty: 3537.857422
	Iteration 1F: 3 clusters Score -6627819 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -6628651.500000 Penalty: 3537.857422
	Iteration 2Q: 3 clusters Score -6628652 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -6629819.500000 Penalty: 3537.857422
	Iteration 3Q: 3 clusters Score -6629820 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -6631575.500000 Penalty: 3537.857422
	Iteration 4F: 3 clusters Score -6631576 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -6633947.500000 Penalty: 3537.857422
	Iteration 5F: 3 clusters Score -6633948 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -6636636.500000 Penalty: 3537.857422
	Iteration 6F: 3 clusters Score -6636636 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -6638927.500000 Penalty: 3537.857422
	Iteration 7F: 3 clusters Score -6638928 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -6640334.500000 Penalty: 3537.857422
	Iteration 8F: 3 clusters Score -6640334 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -6641015.500000 Penalty: 3537.857422
	Iteration 9Q: 3 clusters Score -6641016 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -6641269.000000 Penalty: 3537.857422
	Iteration 10Q: 3 clusters Score -6641269 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -6641433.000000 Penalty: 3537.857422
	Iteration 11Q: 3 clusters Score -6641433 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -6641656.500000 Penalty: 3537.857422
	Iteration 12Q: 3 clusters Score -6641656 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -6641813.500000 Penalty: 3537.857422
	Iteration 13Q: 3 clusters Score -6641814 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -6642027.500000 Penalty: 3537.857422
	Iteration 14Q: 3 clusters Score -6642028 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -6642237.000000 Penalty: 3537.857422
	Iteration 15Q: 3 clusters Score -6642237 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -6642413.500000 Penalty: 3537.857422
	Iteration 16Q: 3 clusters Score -6642414 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -6642634.500000 Penalty: 3537.857422
	Iteration 17Q: 3 clusters Score -6642634 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -6642866.000000 Penalty: 3537.857422
	Iteration 18Q: 3 clusters Score -6642866 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -6643050.500000 Penalty: 3537.857422
	Iteration 19Q: 3 clusters Score -6643050 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -6643296.000000 Penalty: 3537.857422
	Iteration 20F: 3 clusters Score -6643296 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -6643519.500000 Penalty: 3537.857422
	Iteration 21Q: 3 clusters Score -6643520 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -6643738.000000 Penalty: 3537.857422
	Iteration 22Q: 3 clusters Score -6643738 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -6643910.500000 Penalty: 3537.857422
	Iteration 23Q: 3 clusters Score -6643910 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -6644100.000000 Penalty: 3537.857422
	Iteration 24Q: 3 clusters Score -6644100 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -6644282.500000 Penalty: 3537.857422
	Iteration 25Q: 3 clusters Score -6644282 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -6644457.500000 Penalty: 3537.857422
	Iteration 26Q: 3 clusters Score -6644458 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -6644591.000000 Penalty: 3537.857422
	Iteration 27Q: 3 clusters Score -6644591 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -6644744.500000 Penalty: 3537.857422
	Iteration 28Q: 3 clusters Score -6644744 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -6644932.000000 Penalty: 3537.857422
	Iteration 29Q: 3 clusters Score -6644932 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -6645095.000000 Penalty: 3537.857422
	Iteration 30Q: 3 clusters Score -6645095 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -6645243.000000 Penalty: 3537.857422
	Iteration 31Q: 3 clusters Score -6645243 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -6645394.000000 Penalty: 3537.857422
	Iteration 32Q: 3 clusters Score -6645394 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -6645530.500000 Penalty: 3537.857422
	Iteration 33Q: 3 clusters Score -6645530 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -6645681.500000 Penalty: 3537.857422
	Iteration 34Q: 3 clusters Score -6645682 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -6645849.000000 Penalty: 3537.857422
	Iteration 35Q: 3 clusters Score -6645849 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -6645990.500000 Penalty: 3537.857422
	Iteration 36Q: 3 clusters Score -6645990 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -6646148.000000 Penalty: 3537.857422
	Iteration 37Q: 3 clusters Score -6646148 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -6646234.000000 Penalty: 3537.857422
	Iteration 38Q: 3 clusters Score -6646234 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -6646330.000000 Penalty: 3537.857422
	Iteration 39Q: 3 clusters Score -6646330 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -6646454.000000 Penalty: 3537.857422
	Iteration 40F: 3 clusters Score -6646454 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -6646573.500000 Penalty: 3537.857422
	Iteration 41Q: 3 clusters Score -6646574 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -6646690.000000 Penalty: 3537.857422
	Iteration 42Q: 3 clusters Score -6646690 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -6646769.000000 Penalty: 3537.857422
	Iteration 43Q: 3 clusters Score -6646769 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -6646869.000000 Penalty: 3537.857422
	Iteration 44Q: 3 clusters Score -6646869 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -6646947.500000 Penalty: 3537.857422
	Iteration 45Q: 3 clusters Score -6646948 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -6647036.000000 Penalty: 3537.857422
	Iteration 46Q: 3 clusters Score -6647036 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -6647099.500000 Penalty: 3537.857422
	Iteration 47Q: 3 clusters Score -6647100 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -6647135.000000 Penalty: 3537.857422
	Iteration 48Q: 3 clusters Score -6647135 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -6647208.500000 Penalty: 3537.857422
	Iteration 49Q: 3 clusters Score -6647208 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -6647263.500000 Penalty: 3537.857422
	Iteration 50Q: 3 clusters Score -6647264 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -6647305.000000 Penalty: 3537.857422
	Iteration 51Q: 3 clusters Score -6647305 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -6647323.500000 Penalty: 3537.857422
	Iteration 52Q: 3 clusters Score -6647324 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -6647339.000000 Penalty: 3537.857422
	Iteration 53Q: 3 clusters Score -6647339 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -6647360.000000 Penalty: 3537.857422
	Iteration 54Q: 3 clusters Score -6647360 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -6647385.500000 Penalty: 3537.857422
	Iteration 55Q: 3 clusters Score -6647386 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -6647412.500000 Penalty: 3537.857422
	Iteration 56Q: 3 clusters Score -6647412 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -6647431.500000 Penalty: 3537.857422
	Iteration 57Q: 3 clusters Score -6647432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -6647444.500000 Penalty: 3537.857422
	Iteration 58Q: 3 clusters Score -6647444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -6647457.000000 Penalty: 3537.857422
	Iteration 59Q: 3 clusters Score -6647457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -6647476.000000 Penalty: 3537.857422
	Iteration 60F: 3 clusters Score -6647476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -6647491.500000 Penalty: 3537.857422
	Iteration 61Q: 3 clusters Score -6647492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -6647508.500000 Penalty: 3537.857422
	Iteration 62Q: 3 clusters Score -6647508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -6647523.500000 Penalty: 3537.857422
	Iteration 63Q: 3 clusters Score -6647524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -6647516.500000 Penalty: 3537.857422
	Iteration 64Q: 3 clusters Score -6647516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -6647511.500000 Penalty: 3537.857422
	Iteration 65Q: 3 clusters Score -6647512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -6647528.000000 Penalty: 3537.857422
	Iteration 66Q: 3 clusters Score -6647528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -6647534.500000 Penalty: 3537.857422
	Iteration 67Q: 3 clusters Score -6647534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -6647535.500000 Penalty: 3537.857422
	Iteration 68Q: 3 clusters Score -6647536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -6647535.500000 Penalty: 3537.857422
	Iteration 69Q: 3 clusters Score -6647536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -6647541.500000 Penalty: 3537.857422
	Iteration 70Q: 3 clusters Score -6647542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -6647544.000000 Penalty: 3537.857422
	Iteration 71Q: 3 clusters Score -6647544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -6647546.000000 Penalty: 3537.857422
	Iteration 72Q: 3 clusters Score -6647546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -6647551.000000 Penalty: 3537.857422
	Iteration 73Q: 3 clusters Score -6647551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -6647555.500000 Penalty: 3537.857422
	Iteration 74Q: 3 clusters Score -6647556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -6647550.000000 Penalty: 3537.857422
	Iteration 75Q: 3 clusters Score -6647550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -6647555.000000 Penalty: 3537.857422
	Iteration 76Q: 3 clusters Score -6647555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -6647554.500000 Penalty: 3537.857422
	Iteration 77Q: 3 clusters Score -6647554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -6647556.500000 Penalty: 3537.857422
	Iteration 78Q: 3 clusters Score -6647556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -6647554.500000 Penalty: 3537.857422
	Iteration 79Q: 3 clusters Score -6647554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -6647552.000000 Penalty: 3537.857422
	Iteration 80F: 3 clusters Score -6647552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -6647552.000000 Penalty: 3537.857422
	Iteration 81Q: 3 clusters Score -6647552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -6647552.000000 Penalty: 3537.857422
	Iteration 82Q: 3 clusters Score -6647552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -6647548.500000 Penalty: 3537.857422
	Iteration 83Q: 3 clusters Score -6647548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -6647555.000000 Penalty: 3537.857422
	Iteration 84Q: 3 clusters Score -6647555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -6647560.500000 Penalty: 3537.857422
	Iteration 85Q: 3 clusters Score -6647560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -6647564.000000 Penalty: 3537.857422
	Iteration 86Q: 3 clusters Score -6647564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -6647564.000000 Penalty: 3537.857422
	Iteration 87Q: 3 clusters Score -6647564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -6647573.000000 Penalty: 3537.857422
	Iteration 88Q: 3 clusters Score -6647573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -6647577.000000 Penalty: 3537.857422
	Iteration 89Q: 3 clusters Score -6647577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -6647585.000000 Penalty: 3537.857422
	Iteration 90Q: 3 clusters Score -6647585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -6647585.000000 Penalty: 3537.857422
	Iteration 91Q: 3 clusters Score -6647585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -6647580.000000 Penalty: 3537.857422
	Iteration 92Q: 3 clusters Score -6647580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -6647584.500000 Penalty: 3537.857422
	Iteration 93Q: 3 clusters Score -6647584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -6647583.500000 Penalty: 3537.857422
	Iteration 94Q: 3 clusters Score -6647584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -6647591.000000 Penalty: 3537.857422
	Iteration 95Q: 3 clusters Score -6647591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -6647594.000000 Penalty: 3537.857422
	Iteration 96Q: 3 clusters Score -6647594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -6647590.500000 Penalty: 3537.857422
	Iteration 97Q: 3 clusters Score -6647590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -6647584.000000 Penalty: 3537.857422
	Iteration 98Q: 3 clusters Score -6647584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -6647588.500000 Penalty: 3537.857422
	Iteration 99Q: 3 clusters Score -6647588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -6647591.500000 Penalty: 3537.857422
	Iteration 100F: 3 clusters Score -6647592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -6647592.500000 Penalty: 3537.857422
	Iteration 101Q: 3 clusters Score -6647592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -6647592.500000 Penalty: 3537.857422
	Iteration 102F: 3 clusters Score -6647592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82133 members 
Mstep: Class 2 contains 38632 members 
Mstep: Class 3 contains 81120 members 
Mstep: Class 4 contains 47956 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 71623 members 
Mstep: Class 7 contains 64128 members 
Mstep: Class 8 contains 39206 members 
Mstep: Class 9 contains 4064 members 
Mstep: Class 10 contains 93734 members 
Mstep: Class 11 contains 16104 members 
Mstep: Class 12 contains 5936 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 15 contains 967 members 
Mstep: Class 18 contains 17203 members 
Mstep: Class 19 contains 53408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75570872.000000 Penalty: 34682.753906
Iteration 79Q: 17 clusters Score -7.557087e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82082 members 
Mstep: Class 2 contains 38790 members 
Mstep: Class 3 contains 81243 members 
Mstep: Class 4 contains 47909 members 
Mstep: Class 5 contains 3669 members 
Mstep: Class 6 contains 71589 members 
Mstep: Class 7 contains 64055 members 
Mstep: Class 8 contains 39094 members 
Mstep: Class 9 contains 4052 members 
Mstep: Class 10 contains 93796 members 
Mstep: Class 11 contains 16164 members 
Mstep: Class 12 contains 5855 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 15 contains 967 members 
Mstep: Class 18 contains 17150 members 
Mstep: Class 19 contains 53482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75570936.000000 Penalty: 34682.753906
Iteration 80F: 17 clusters Score -7.557094e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 38940 members 
Mstep: Class 3 contains 81369 members 
Mstep: Class 4 contains 47835 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 71546 members 
Mstep: Class 7 contains 63994 members 
Mstep: Class 8 contains 39010 members 
Mstep: Class 9 contains 4045 members 
Mstep: Class 10 contains 93835 members 
Mstep: Class 11 contains 16229 members 
Mstep: Class 12 contains 5771 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 15 contains 966 members 
Mstep: Class 18 contains 17108 members 
Mstep: Class 19 contains 53543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571120.000000 Penalty: 34682.753906
Iteration 81Q: 17 clusters Score -7.557112e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 39075 members 
Mstep: Class 3 contains 81446 members 
Mstep: Class 4 contains 47767 members 
Mstep: Class 5 contains 3645 members 
Mstep: Class 6 contains 71510 members 
Mstep: Class 7 contains 63924 members 
Mstep: Class 8 contains 38939 members 
Mstep: Class 9 contains 4038 members 
Mstep: Class 10 contains 93913 members 
Mstep: Class 11 contains 16281 members 
Mstep: Class 12 contains 5695 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 18 contains 17078 members 
Mstep: Class 19 contains 53600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571232.000000 Penalty: 34682.753906
Iteration 82Q: 17 clusters Score -7.557123e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81996 members 
Mstep: Class 2 contains 39213 members 
Mstep: Class 3 contains 81498 members 
Mstep: Class 4 contains 47691 members 
Mstep: Class 5 contains 3628 members 
Mstep: Class 6 contains 71472 members 
Mstep: Class 7 contains 63879 members 
Mstep: Class 8 contains 38876 members 
Mstep: Class 9 contains 4029 members 
Mstep: Class 10 contains 94013 members 
Mstep: Class 11 contains 16309 members 
Mstep: Class 12 contains 5609 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 15 contains 963 members 
Mstep: Class 18 contains 17035 members 
Mstep: Class 19 contains 53686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571360.000000 Penalty: 34682.753906
Iteration 83Q: 17 clusters Score -7.557136e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 39318 members 
Mstep: Class 3 contains 81581 members 
Mstep: Class 4 contains 47628 members 
Mstep: Class 5 contains 3608 members 
Mstep: Class 6 contains 71439 members 
Mstep: Class 7 contains 63826 members 
Mstep: Class 8 contains 38803 members 
Mstep: Class 9 contains 4005 members 
Mstep: Class 10 contains 94109 members 
Mstep: Class 11 contains 16354 members 
Mstep: Class 12 contains 5529 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 18 contains 16988 members 
Mstep: Class 19 contains 53776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571648.000000 Penalty: 34682.753906
Iteration 84Q: 17 clusters Score -7.557165e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 39420 members 
Mstep: Class 3 contains 81622 members 
Mstep: Class 4 contains 47546 members 
Mstep: Class 5 contains 3595 members 
Mstep: Class 6 contains 71439 members 
Mstep: Class 7 contains 63748 members 
Mstep: Class 8 contains 38725 members 
Mstep: Class 9 contains 3986 members 
Mstep: Class 10 contains 94249 members 
Mstep: Class 11 contains 16392 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 15 contains 957 members 
Mstep: Class 18 contains 16955 members 
Mstep: Class 19 contains 53850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571624.000000 Penalty: 34682.753906
Iteration 85Q: 17 clusters Score -7.557162e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81956 members 
Mstep: Class 2 contains 39562 members 
Mstep: Class 3 contains 81671 members 
Mstep: Class 4 contains 47469 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 71426 members 
Mstep: Class 7 contains 63672 members 
Mstep: Class 8 contains 38659 members 
Mstep: Class 9 contains 3970 members 
Mstep: Class 10 contains 94365 members 
Mstep: Class 11 contains 16423 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 15 contains 957 members 
Mstep: Class 18 contains 16924 members 
Mstep: Class 19 contains 53910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572032.000000 Penalty: 34682.753906
Iteration 86Q: 17 clusters Score -7.557203e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81940 members 
Mstep: Class 2 contains 39700 members 
Mstep: Class 3 contains 81773 members 
Mstep: Class 4 contains 47401 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 71384 members 
Mstep: Class 7 contains 63590 members 
Mstep: Class 8 contains 38608 members 
Mstep: Class 9 contains 3968 members 
Mstep: Class 10 contains 94452 members 
Mstep: Class 11 contains 16453 members 
Mstep: Class 12 contains 5246 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 15 contains 957 members 
Mstep: Class 18 contains 16878 members 
Mstep: Class 19 contains 53973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571960.000000 Penalty: 34682.753906
Iteration 87Q: 17 clusters Score -7.557196e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81925 members 
Mstep: Class 2 contains 39834 members 
Mstep: Class 3 contains 81875 members 
Mstep: Class 4 contains 47331 members 
Mstep: Class 5 contains 3584 members 
Mstep: Class 6 contains 71354 members 
Mstep: Class 7 contains 63511 members 
Mstep: Class 8 contains 38563 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 94545 members 
Mstep: Class 11 contains 16474 members 
Mstep: Class 12 contains 5144 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 15 contains 957 members 
Mstep: Class 18 contains 16840 members 
Mstep: Class 19 contains 54008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572072.000000 Penalty: 34682.753906
Iteration 88Q: 17 clusters Score -7.557207e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81919 members 
Mstep: Class 2 contains 39950 members 
Mstep: Class 3 contains 81971 members 
Mstep: Class 4 contains 47250 members 
Mstep: Class 5 contains 3569 members 
Mstep: Class 6 contains 71346 members 
Mstep: Class 7 contains 63439 members 
Mstep: Class 8 contains 38514 members 
Mstep: Class 9 contains 3939 members 
Mstep: Class 10 contains 94650 members 
Mstep: Class 11 contains 16490 members 
Mstep: Class 12 contains 5065 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 18 contains 16786 members 
Mstep: Class 19 contains 54055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571944.000000 Penalty: 34682.753906
Iteration 89Q: 17 clusters Score -7.557194e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81912 members 
Mstep: Class 2 contains 40063 members 
Mstep: Class 3 contains 82115 members 
Mstep: Class 4 contains 47170 members 
Mstep: Class 5 contains 3552 members 
Mstep: Class 6 contains 71331 members 
Mstep: Class 7 contains 63365 members 
Mstep: Class 8 contains 38463 members 
Mstep: Class 9 contains 3933 members 
Mstep: Class 10 contains 94685 members 
Mstep: Class 11 contains 16503 members 
Mstep: Class 12 contains 4980 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 15 contains 954 members 
Mstep: Class 18 contains 16746 members 
Mstep: Class 19 contains 54127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572248.000000 Penalty: 34682.753906
Iteration 90Q: 17 clusters Score -7.557225e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 40163 members 
Mstep: Class 3 contains 82245 members 
Mstep: Class 4 contains 47095 members 
Mstep: Class 5 contains 3546 members 
Mstep: Class 6 contains 71306 members 
Mstep: Class 7 contains 63318 members 
Mstep: Class 8 contains 38399 members 
Mstep: Class 9 contains 3933 members 
Mstep: Class 10 contains 94700 members 
Mstep: Class 11 contains 16496 members 
Mstep: Class 12 contains 4906 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 18 contains 16707 members 
Mstep: Class 19 contains 54204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572328.000000 Penalty: 34682.753906
Iteration 91Q: 17 clusters Score -7.557233e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 40264 members 
Mstep: Class 3 contains 82370 members 
Mstep: Class 4 contains 47036 members 
Mstep: Class 5 contains 3543 members 
Mstep: Class 6 contains 71290 members 
Mstep: Class 7 contains 63258 members 
Mstep: Class 8 contains 38356 members 
Mstep: Class 9 contains 3930 members 
Mstep: Class 10 contains 94686 members 
Mstep: Class 11 contains 16477 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 18 contains 16692 members 
Mstep: Class 19 contains 54291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572432.000000 Penalty: 34682.753906
Iteration 92Q: 17 clusters Score -7.557243e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 40369 members 
Mstep: Class 3 contains 82505 members 
Mstep: Class 4 contains 46993 members 
Mstep: Class 5 contains 3531 members 
Mstep: Class 6 contains 71280 members 
Mstep: Class 7 contains 63223 members 
Mstep: Class 8 contains 38306 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 94646 members 
Mstep: Class 11 contains 16457 members 
Mstep: Class 12 contains 4737 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 18 contains 16680 members 
Mstep: Class 19 contains 54385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572416.000000 Penalty: 34682.753906
Iteration 93Q: 17 clusters Score -7.557242e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 40474 members 
Mstep: Class 3 contains 82650 members 
Mstep: Class 4 contains 46937 members 
Mstep: Class 5 contains 3516 members 
Mstep: Class 6 contains 71266 members 
Mstep: Class 7 contains 63184 members 
Mstep: Class 8 contains 38270 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 94562 members 
Mstep: Class 11 contains 16448 members 
Mstep: Class 12 contains 4652 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 18 contains 16661 members 
Mstep: Class 19 contains 54501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572272.000000 Penalty: 34682.753906
Iteration 94Q: 17 clusters Score -7.557227e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 40568 members 
Mstep: Class 3 contains 82767 members 
Mstep: Class 4 contains 46893 members 
Mstep: Class 5 contains 3510 members 
Mstep: Class 6 contains 71247 members 
Mstep: Class 7 contains 63161 members 
Mstep: Class 8 contains 38232 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 94527 members 
Mstep: Class 11 contains 16425 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 18 contains 16650 members 
Mstep: Class 19 contains 54585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572272.000000 Penalty: 34682.753906
Iteration 95Q: 17 clusters Score -7.557227e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81864 members 
Mstep: Class 2 contains 40637 members 
Mstep: Class 3 contains 82892 members 
Mstep: Class 4 contains 46851 members 
Mstep: Class 5 contains 3492 members 
Mstep: Class 6 contains 71250 members 
Mstep: Class 7 contains 63144 members 
Mstep: Class 8 contains 38194 members 
Mstep: Class 9 contains 3919 members 
Mstep: Class 10 contains 94466 members 
Mstep: Class 11 contains 16407 members 
Mstep: Class 12 contains 4522 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 18 contains 16642 members 
Mstep: Class 19 contains 54672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572224.000000 Penalty: 34682.753906
Iteration 96Q: 17 clusters Score -7.557222e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 40703 members 
Mstep: Class 3 contains 83006 members 
Mstep: Class 4 contains 46798 members 
Mstep: Class 5 contains 3483 members 
Mstep: Class 6 contains 71234 members 
Mstep: Class 7 contains 63125 members 
Mstep: Class 8 contains 38166 members 
Mstep: Class 9 contains 3917 members 
Mstep: Class 10 contains 94449 members 
Mstep: Class 11 contains 16394 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 18 contains 16631 members 
Mstep: Class 19 contains 54743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572360.000000 Penalty: 34682.753906
Iteration 97Q: 17 clusters Score -7.557236e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81820 members 
Mstep: Class 2 contains 40783 members 
Mstep: Class 3 contains 83159 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 3474 members 
Mstep: Class 6 contains 71222 members 
Mstep: Class 7 contains 63095 members 
Mstep: Class 8 contains 38144 members 
Mstep: Class 9 contains 3914 members 
Mstep: Class 10 contains 94362 members 
Mstep: Class 11 contains 16379 members 
Mstep: Class 12 contains 4414 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 18 contains 16619 members 
Mstep: Class 19 contains 54812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572400.000000 Penalty: 34682.753906
Iteration 98Q: 17 clusters Score -7.55724e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81802 members 
Mstep: Class 2 contains 40854 members 
Mstep: Class 3 contains 83295 members 
Mstep: Class 4 contains 46718 members 
Mstep: Class 5 contains 3453 members 
Mstep: Class 6 contains 71206 members 
Mstep: Class 7 contains 63081 members 
Mstep: Class 8 contains 38112 members 
Mstep: Class 9 contains 3928 members 
Mstep: Class 10 contains 94304 members 
Mstep: Class 11 contains 16358 members 
Mstep: Class 12 contains 4366 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 18 contains 16614 members 
Mstep: Class 19 contains 54860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572480.000000 Penalty: 34682.753906
Iteration 99Q: 17 clusters Score -7.557248e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81778 members 
Mstep: Class 2 contains 40908 members 
Mstep: Class 3 contains 83418 members 
Mstep: Class 4 contains 46693 members 
Mstep: Class 5 contains 3435 members 
Mstep: Class 6 contains 71188 members 
Mstep: Class 7 contains 63057 members 
Mstep: Class 8 contains 38078 members 
Mstep: Class 9 contains 3927 members 
Mstep: Class 10 contains 94304 members 
Mstep: Class 11 contains 16342 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 18 contains 16608 members 
Mstep: Class 19 contains 54900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572400.000000 Penalty: 34682.753906
Iteration 100F: 17 clusters Score -7.55724e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81754 members 
Mstep: Class 2 contains 40964 members 
Mstep: Class 3 contains 83534 members 
Mstep: Class 4 contains 46688 members 
Mstep: Class 5 contains 3426 members 
Mstep: Class 6 contains 71173 members 
Mstep: Class 7 contains 63023 members 
Mstep: Class 8 contains 38047 members 
Mstep: Class 9 contains 3923 members 
Mstep: Class 10 contains 94286 members 
Mstep: Class 11 contains 16340 members 
Mstep: Class 12 contains 4267 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 18 contains 16598 members 
Mstep: Class 19 contains 54929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572544.000000 Penalty: 34682.753906
Iteration 101Q: 17 clusters Score -7.557254e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81748 members 
Mstep: Class 2 contains 41030 members 
Mstep: Class 3 contains 83616 members 
Mstep: Class 4 contains 46678 members 
Mstep: Class 5 contains 3417 members 
Mstep: Class 6 contains 71154 members 
Mstep: Class 7 contains 63010 members 
Mstep: Class 8 contains 38018 members 
Mstep: Class 9 contains 3923 members 
Mstep: Class 10 contains 94286 members 
Mstep: Class 11 contains 16335 members 
Mstep: Class 12 contains 4217 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 18 contains 16588 members 
Mstep: Class 19 contains 54935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572624.000000 Penalty: 34682.753906
Iteration 102Q: 17 clusters Score -7.557262e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81764 members 
Mstep: Class 2 contains 41092 members 
Mstep: Class 3 contains 83708 members 
Mstep: Class 4 contains 46655 members 
Mstep: Class 5 contains 3392 members 
Mstep: Class 6 contains 71141 members 
Mstep: Class 7 contains 62996 members 
Mstep: Class 8 contains 38004 members 
Mstep: Class 9 contains 3926 members 
Mstep: Class 10 contains 94266 members 
Mstep: Class 11 contains 16328 members 
Mstep: Class 12 contains 4160 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 18 contains 16577 members 
Mstep: Class 19 contains 54946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572560.000000 Penalty: 34682.753906
Iteration 103Q: 17 clusters Score -7.557256e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81789 members 
Mstep: Class 2 contains 41137 members 
Mstep: Class 3 contains 83776 members 
Mstep: Class 4 contains 46643 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 71140 members 
Mstep: Class 7 contains 62975 members 
Mstep: Class 8 contains 37994 members 
Mstep: Class 9 contains 3931 members 
Mstep: Class 10 contains 94237 members 
Mstep: Class 11 contains 16316 members 
Mstep: Class 12 contains 4108 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 18 contains 16573 members 
Mstep: Class 19 contains 54970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572712.000000 Penalty: 34682.753906
Iteration 104Q: 17 clusters Score -7.557271e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 41194 members 
Mstep: Class 3 contains 83849 members 
Mstep: Class 4 contains 46633 members 
Mstep: Class 5 contains 3367 members 
Mstep: Class 6 contains 71135 members 
Mstep: Class 7 contains 62947 members 
Mstep: Class 8 contains 37976 members 
Mstep: Class 9 contains 3924 members 
Mstep: Class 10 contains 94204 members 
Mstep: Class 11 contains 16307 members 
Mstep: Class 12 contains 4066 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16567 members 
Mstep: Class 19 contains 54994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572728.000000 Penalty: 34682.753906
Iteration 105Q: 17 clusters Score -7.557273e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81812 members 
Mstep: Class 2 contains 41244 members 
Mstep: Class 3 contains 83926 members 
Mstep: Class 4 contains 46605 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 71132 members 
Mstep: Class 7 contains 62920 members 
Mstep: Class 8 contains 37955 members 
Mstep: Class 9 contains 3930 members 
Mstep: Class 10 contains 94163 members 
Mstep: Class 11 contains 16294 members 
Mstep: Class 12 contains 4021 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16565 members 
Mstep: Class 19 contains 55031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572752.000000 Penalty: 34682.753906
Iteration 106Q: 17 clusters Score -7.557275e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 41314 members 
Mstep: Class 3 contains 83975 members 
Mstep: Class 4 contains 46588 members 
Mstep: Class 5 contains 3356 members 
Mstep: Class 6 contains 71115 members 
Mstep: Class 7 contains 62898 members 
Mstep: Class 8 contains 37946 members 
Mstep: Class 9 contains 3931 members 
Mstep: Class 10 contains 94144 members 
Mstep: Class 11 contains 16276 members 
Mstep: Class 12 contains 3973 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16561 members 
Mstep: Class 19 contains 55059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572776.000000 Penalty: 34682.753906
Iteration 107Q: 17 clusters Score -7.557278e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81847 members 
Mstep: Class 2 contains 41375 members 
Mstep: Class 3 contains 83994 members 
Mstep: Class 4 contains 46570 members 
Mstep: Class 5 contains 3344 members 
Mstep: Class 6 contains 71103 members 
Mstep: Class 7 contains 62883 members 
Mstep: Class 8 contains 37927 members 
Mstep: Class 9 contains 3925 members 
Mstep: Class 10 contains 94157 members 
Mstep: Class 11 contains 16267 members 
Mstep: Class 12 contains 3928 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16557 members 
Mstep: Class 19 contains 55083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572736.000000 Penalty: 34682.753906
Iteration 108Q: 17 clusters Score -7.557274e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81858 members 
Mstep: Class 2 contains 41444 members 
Mstep: Class 3 contains 84024 members 
Mstep: Class 4 contains 46540 members 
Mstep: Class 5 contains 3339 members 
Mstep: Class 6 contains 71086 members 
Mstep: Class 7 contains 62869 members 
Mstep: Class 8 contains 37918 members 
Mstep: Class 9 contains 3928 members 
Mstep: Class 10 contains 94168 members 
Mstep: Class 11 contains 16268 members 
Mstep: Class 12 contains 3873 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16544 members 
Mstep: Class 19 contains 55101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572808.000000 Penalty: 34682.753906
Iteration 109Q: 17 clusters Score -7.557281e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 41498 members 
Mstep: Class 3 contains 84069 members 
Mstep: Class 4 contains 46511 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 71065 members 
Mstep: Class 7 contains 62871 members 
Mstep: Class 8 contains 37914 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 94152 members 
Mstep: Class 11 contains 16252 members 
Mstep: Class 12 contains 3818 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16543 members 
Mstep: Class 19 contains 55127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572792.000000 Penalty: 34682.753906
Iteration 110Q: 17 clusters Score -7.557279e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 41530 members 
Mstep: Class 3 contains 84086 members 
Mstep: Class 4 contains 46487 members 
Mstep: Class 5 contains 3326 members 
Mstep: Class 6 contains 71041 members 
Mstep: Class 7 contains 62880 members 
Mstep: Class 8 contains 37910 members 
Mstep: Class 9 contains 3944 members 
Mstep: Class 10 contains 94145 members 
Mstep: Class 11 contains 16242 members 
Mstep: Class 12 contains 3772 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16541 members 
Mstep: Class 19 contains 55163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572832.000000 Penalty: 34682.753906
Iteration 111Q: 17 clusters Score -7.557283e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 41563 members 
Mstep: Class 3 contains 84114 members 
Mstep: Class 4 contains 46474 members 
Mstep: Class 5 contains 3328 members 
Mstep: Class 6 contains 71028 members 
Mstep: Class 7 contains 62864 members 
Mstep: Class 8 contains 37918 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 94114 members 
Mstep: Class 11 contains 16229 members 
Mstep: Class 12 contains 3739 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16541 members 
Mstep: Class 19 contains 55187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572872.000000 Penalty: 34682.753906
Iteration 112Q: 17 clusters Score -7.557287e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81926 members 
Mstep: Class 2 contains 41586 members 
Mstep: Class 3 contains 84171 members 
Mstep: Class 4 contains 46468 members 
Mstep: Class 5 contains 3317 members 
Mstep: Class 6 contains 71008 members 
Mstep: Class 7 contains 62834 members 
Mstep: Class 8 contains 37922 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 94104 members 
Mstep: Class 11 contains 16222 members 
Mstep: Class 12 contains 3712 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16537 members 
Mstep: Class 19 contains 55200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572984.000000 Penalty: 34682.753906
Iteration 113Q: 17 clusters Score -7.557298e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81941 members 
Mstep: Class 2 contains 41597 members 
Mstep: Class 3 contains 84214 members 
Mstep: Class 4 contains 46454 members 
Mstep: Class 5 contains 3316 members 
Mstep: Class 6 contains 70986 members 
Mstep: Class 7 contains 62788 members 
Mstep: Class 8 contains 37924 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 94141 members 
Mstep: Class 11 contains 16213 members 
Mstep: Class 12 contains 3683 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16535 members 
Mstep: Class 19 contains 55223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572880.000000 Penalty: 34682.753906
Iteration 114Q: 17 clusters Score -7.557288e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 41608 members 
Mstep: Class 3 contains 84246 members 
Mstep: Class 4 contains 46449 members 
Mstep: Class 5 contains 3313 members 
Mstep: Class 6 contains 70962 members 
Mstep: Class 7 contains 62738 members 
Mstep: Class 8 contains 37917 members 
Mstep: Class 9 contains 3941 members 
Mstep: Class 10 contains 94178 members 
Mstep: Class 11 contains 16212 members 
Mstep: Class 12 contains 3654 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16529 members 
Mstep: Class 19 contains 55243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572928.000000 Penalty: 34682.753906
Iteration 115Q: 17 clusters Score -7.557293e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 41614 members 
Mstep: Class 3 contains 84274 members 
Mstep: Class 4 contains 46448 members 
Mstep: Class 5 contains 3311 members 
Mstep: Class 6 contains 70945 members 
Mstep: Class 7 contains 62712 members 
Mstep: Class 8 contains 37919 members 
Mstep: Class 9 contains 3925 members 
Mstep: Class 10 contains 94210 members 
Mstep: Class 11 contains 16207 members 
Mstep: Class 12 contains 3629 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16523 members 
Mstep: Class 19 contains 55263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573016.000000 Penalty: 34682.753906
Iteration 116Q: 17 clusters Score -7.557302e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 41620 members 
Mstep: Class 3 contains 84310 members 
Mstep: Class 4 contains 46447 members 
Mstep: Class 5 contains 3307 members 
Mstep: Class 6 contains 70943 members 
Mstep: Class 7 contains 62684 members 
Mstep: Class 8 contains 37922 members 
Mstep: Class 9 contains 3905 members 
Mstep: Class 10 contains 94234 members 
Mstep: Class 11 contains 16197 members 
Mstep: Class 12 contains 3609 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16518 members 
Mstep: Class 19 contains 55283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573024.000000 Penalty: 34682.753906
Iteration 117Q: 17 clusters Score -7.557302e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81968 members 
Mstep: Class 2 contains 41632 members 
Mstep: Class 3 contains 84336 members 
Mstep: Class 4 contains 46449 members 
Mstep: Class 5 contains 3304 members 
Mstep: Class 6 contains 70951 members 
Mstep: Class 7 contains 62665 members 
Mstep: Class 8 contains 37926 members 
Mstep: Class 9 contains 3890 members 
Mstep: Class 10 contains 94265 members 
Mstep: Class 11 contains 16182 members 
Mstep: Class 12 contains 3585 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16516 members 
Mstep: Class 19 contains 55290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573032.000000 Penalty: 34682.753906
Iteration 118Q: 17 clusters Score -7.557303e+07 nChanged 512
Entering ConstructFrom: 
Score: -75573032.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (81958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81958 members 
Entering Unmasked Estep 
Score: -10179996.000000 Penalty: 1838.518799
	Iteration 0F: 2 clusters Score -1.018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -10127440.000000 Penalty: 3677.037598
	Iteration 0F: 3 clusters Score -1.012744e+07 nChanged 38973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -10149992.000000 Penalty: 3677.037598
	Iteration 1F: 3 clusters Score -1.014999e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -10150949.000000 Penalty: 3677.037598
	Iteration 2Q: 3 clusters Score -1.015095e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -10152438.000000 Penalty: 3677.037598
	Iteration 3Q: 3 clusters Score -1.015244e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -10154866.000000 Penalty: 3677.037598
	Iteration 4F: 3 clusters Score -1.015487e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -10158920.000000 Penalty: 3677.037598
	Iteration 5F: 3 clusters Score -1.015892e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -10164348.000000 Penalty: 3677.037598
	Iteration 6F: 3 clusters Score -1.016435e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72312 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -10170207.000000 Penalty: 3677.037598
	Iteration 7F: 3 clusters Score -1.017021e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -10174209.000000 Penalty: 3677.037598
	Iteration 8F: 3 clusters Score -1.017421e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79616 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -10176400.000000 Penalty: 3677.037598
	Iteration 9Q: 3 clusters Score -1.01764e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80801 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -10177348.000000 Penalty: 3677.037598
	Iteration 10Q: 3 clusters Score -1.017735e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10177859.000000 Penalty: 3677.037598
	Iteration 11Q: 3 clusters Score -1.017786e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -10178072.000000 Penalty: 3677.037598
	Iteration 12Q: 3 clusters Score -1.017807e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10178141.000000 Penalty: 3677.037598
	Iteration 13Q: 3 clusters Score -1.017814e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81625 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10178222.000000 Penalty: 3677.037598
	Iteration 14Q: 3 clusters Score -1.017822e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81645 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10178251.000000 Penalty: 3677.037598
	Iteration 15Q: 3 clusters Score -1.017825e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81661 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10178285.000000 Penalty: 3677.037598
	Iteration 16Q: 3 clusters Score -1.017828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81670 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10178285.000000 Penalty: 3677.037598
	Iteration 17Q: 3 clusters Score -1.017828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -10178301.000000 Penalty: 3677.037598
	Iteration 18Q: 3 clusters Score -1.01783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81688 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -10178318.000000 Penalty: 3677.037598
	Iteration 19Q: 3 clusters Score -1.017832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81693 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10178316.000000 Penalty: 3677.037598
	Iteration 20F: 3 clusters Score -1.017832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10178314.000000 Penalty: 3677.037598
	Iteration 21Q: 3 clusters Score -1.017831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81697 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10178330.000000 Penalty: 3677.037598
	Iteration 22Q: 3 clusters Score -1.017833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81700 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10178335.000000 Penalty: 3677.037598
	Iteration 23Q: 3 clusters Score -1.017834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81701 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10178342.000000 Penalty: 3677.037598
	Iteration 24Q: 3 clusters Score -1.017834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81701 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10178346.000000 Penalty: 3677.037598
	Iteration 25Q: 3 clusters Score -1.017835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81701 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10178346.000000 Penalty: 3677.037598
	Iteration 26F: 3 clusters Score -1.017835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Entering Unmasked Estep 
Score: -5187803.000000 Penalty: 1728.533447
	Iteration 0F: 2 clusters Score -5187803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -5159767.000000 Penalty: 3457.066895
	Iteration 0F: 3 clusters Score -5159767 nChanged 19414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -5170474.000000 Penalty: 3457.066895
	Iteration 1F: 3 clusters Score -5170474 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -5170807.000000 Penalty: 3457.066895
	Iteration 2Q: 3 clusters Score -5170807 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -5171097.500000 Penalty: 3457.066895
	Iteration 3Q: 3 clusters Score -5171098 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -5171415.500000 Penalty: 3457.066895
	Iteration 4Q: 3 clusters Score -5171416 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -5171741.500000 Penalty: 3457.066895
	Iteration 5Q: 3 clusters Score -5171742 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -5172160.000000 Penalty: 3457.066895
	Iteration 6Q: 3 clusters Score -5172160 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -5172828.000000 Penalty: 3457.066895
	Iteration 7Q: 3 clusters Score -5172828 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -5173967.500000 Penalty: 3457.066895
	Iteration 8F: 3 clusters Score -5173968 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -5175801.500000 Penalty: 3457.066895
	Iteration 9F: 3 clusters Score -5175802 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -5178557.500000 Penalty: 3457.066895
	Iteration 10F: 3 clusters Score -5178558 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -5181686.500000 Penalty: 3457.066895
	Iteration 11F: 3 clusters Score -5181686 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -5184131.000000 Penalty: 3457.066895
	Iteration 12F: 3 clusters Score -5184131 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -5185412.000000 Penalty: 3457.066895
	Iteration 13Q: 3 clusters Score -5185412 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -5185890.500000 Penalty: 3457.066895
	Iteration 14Q: 3 clusters Score -5185890 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -5186047.500000 Penalty: 3457.066895
	Iteration 15Q: 3 clusters Score -5186048 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -5186133.500000 Penalty: 3457.066895
	Iteration 16Q: 3 clusters Score -5186134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -5186175.500000 Penalty: 3457.066895
	Iteration 17Q: 3 clusters Score -5186176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -5186198.500000 Penalty: 3457.066895
	Iteration 18Q: 3 clusters Score -5186198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -5186212.500000 Penalty: 3457.066895
	Iteration 19Q: 3 clusters Score -5186212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -5186221.500000 Penalty: 3457.066895
	Iteration 20F: 3 clusters Score -5186222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -5186226.000000 Penalty: 3457.066895
	Iteration 21Q: 3 clusters Score -5186226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -5186234.000000 Penalty: 3457.066895
	Iteration 22Q: 3 clusters Score -5186234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -5186239.000000 Penalty: 3457.066895
	Iteration 23Q: 3 clusters Score -5186239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -5186239.000000 Penalty: 3457.066895
	Iteration 24F: 3 clusters Score -5186239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Entering Unmasked Estep 
Score: -10442059.000000 Penalty: 1843.191650
	Iteration 0F: 2 clusters Score -1.044206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -10387060.000000 Penalty: 3686.383301
	Iteration 0F: 3 clusters Score -1.038706e+07 nChanged 40248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -10410484.000000 Penalty: 3686.383301
	Iteration 1F: 3 clusters Score -1.041048e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -10411259.000000 Penalty: 3686.383301
	Iteration 2Q: 3 clusters Score -1.041126e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -10412153.000000 Penalty: 3686.383301
	Iteration 3Q: 3 clusters Score -1.041215e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -10413422.000000 Penalty: 3686.383301
	Iteration 4Q: 3 clusters Score -1.041342e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -10415064.000000 Penalty: 3686.383301
	Iteration 5Q: 3 clusters Score -1.041506e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -10417284.000000 Penalty: 3686.383301
	Iteration 6Q: 3 clusters Score -1.041728e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -10420178.000000 Penalty: 3686.383301
	Iteration 7F: 3 clusters Score -1.042018e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -10423406.000000 Penalty: 3686.383301
	Iteration 8F: 3 clusters Score -1.042341e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -10425979.000000 Penalty: 3686.383301
	Iteration 9F: 3 clusters Score -1.042598e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -10427305.000000 Penalty: 3686.383301
	Iteration 10Q: 3 clusters Score -1.04273e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -10427760.000000 Penalty: 3686.383301
	Iteration 11Q: 3 clusters Score -1.042776e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -10427954.000000 Penalty: 3686.383301
	Iteration 12Q: 3 clusters Score -1.042795e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -10428053.000000 Penalty: 3686.383301
	Iteration 13Q: 3 clusters Score -1.042805e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -10428171.000000 Penalty: 3686.383301
	Iteration 14Q: 3 clusters Score -1.042817e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -10428272.000000 Penalty: 3686.383301
	Iteration 15Q: 3 clusters Score -1.042827e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -10428417.000000 Penalty: 3686.383301
	Iteration 16Q: 3 clusters Score -1.042842e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -10428532.000000 Penalty: 3686.383301
	Iteration 17Q: 3 clusters Score -1.042853e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -10428648.000000 Penalty: 3686.383301
	Iteration 18Q: 3 clusters Score -1.042865e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -10428866.000000 Penalty: 3686.383301
	Iteration 19Q: 3 clusters Score -1.042887e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -10428985.000000 Penalty: 3686.383301
	Iteration 20F: 3 clusters Score -1.042898e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -10429125.000000 Penalty: 3686.383301
	Iteration 21Q: 3 clusters Score -1.042912e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -10429281.000000 Penalty: 3686.383301
	Iteration 22Q: 3 clusters Score -1.042928e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -10429508.000000 Penalty: 3686.383301
	Iteration 23Q: 3 clusters Score -1.042951e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -10429818.000000 Penalty: 3686.383301
	Iteration 24Q: 3 clusters Score -1.042982e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -10430084.000000 Penalty: 3686.383301
	Iteration 25Q: 3 clusters Score -1.043008e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -10430423.000000 Penalty: 3686.383301
	Iteration 26Q: 3 clusters Score -1.043042e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -10430702.000000 Penalty: 3686.383301
	Iteration 27Q: 3 clusters Score -1.04307e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -10431159.000000 Penalty: 3686.383301
	Iteration 28Q: 3 clusters Score -1.043116e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -10431660.000000 Penalty: 3686.383301
	Iteration 29Q: 3 clusters Score -1.043166e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -10432204.000000 Penalty: 3686.383301
	Iteration 30Q: 3 clusters Score -1.04322e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -10432805.000000 Penalty: 3686.383301
	Iteration 31Q: 3 clusters Score -1.04328e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70715 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -10433407.000000 Penalty: 3686.383301
	Iteration 32Q: 3 clusters Score -1.043341e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72152 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -10434005.000000 Penalty: 3686.383301
	Iteration 33Q: 3 clusters Score -1.0434e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -10434629.000000 Penalty: 3686.383301
	Iteration 34Q: 3 clusters Score -1.043463e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74718 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -10435135.000000 Penalty: 3686.383301
	Iteration 35Q: 3 clusters Score -1.043514e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -10435676.000000 Penalty: 3686.383301
	Iteration 36Q: 3 clusters Score -1.043568e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76884 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -10436149.000000 Penalty: 3686.383301
	Iteration 37Q: 3 clusters Score -1.043615e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -10436750.000000 Penalty: 3686.383301
	Iteration 38Q: 3 clusters Score -1.043675e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78849 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -10437275.000000 Penalty: 3686.383301
	Iteration 39Q: 3 clusters Score -1.043728e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79677 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -10437746.000000 Penalty: 3686.383301
	Iteration 40F: 3 clusters Score -1.043775e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80377 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -10438126.000000 Penalty: 3686.383301
	Iteration 41Q: 3 clusters Score -1.043813e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80959 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -10438485.000000 Penalty: 3686.383301
	Iteration 42Q: 3 clusters Score -1.043848e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81490 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -10438809.000000 Penalty: 3686.383301
	Iteration 43Q: 3 clusters Score -1.043881e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81963 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -10439124.000000 Penalty: 3686.383301
	Iteration 44Q: 3 clusters Score -1.043912e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -10439394.000000 Penalty: 3686.383301
	Iteration 45Q: 3 clusters Score -1.043939e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -10439606.000000 Penalty: 3686.383301
	Iteration 46Q: 3 clusters Score -1.043961e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82901 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -10439783.000000 Penalty: 3686.383301
	Iteration 47Q: 3 clusters Score -1.043978e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83064 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -10439876.000000 Penalty: 3686.383301
	Iteration 48Q: 3 clusters Score -1.043988e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83202 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -10440001.000000 Penalty: 3686.383301
	Iteration 49Q: 3 clusters Score -1.044e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10440056.000000 Penalty: 3686.383301
	Iteration 50Q: 3 clusters Score -1.044006e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83410 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10440131.000000 Penalty: 3686.383301
	Iteration 51Q: 3 clusters Score -1.044013e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83484 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10440193.000000 Penalty: 3686.383301
	Iteration 52Q: 3 clusters Score -1.044019e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83531 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -10440218.000000 Penalty: 3686.383301
	Iteration 53Q: 3 clusters Score -1.044022e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83562 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10440240.000000 Penalty: 3686.383301
	Iteration 54Q: 3 clusters Score -1.044024e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83590 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -10440262.000000 Penalty: 3686.383301
	Iteration 55Q: 3 clusters Score -1.044026e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83613 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10440286.000000 Penalty: 3686.383301
	Iteration 56Q: 3 clusters Score -1.044029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -10440304.000000 Penalty: 3686.383301
	Iteration 57Q: 3 clusters Score -1.04403e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10440337.000000 Penalty: 3686.383301
	Iteration 58Q: 3 clusters Score -1.044034e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83689 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10440352.000000 Penalty: 3686.383301
	Iteration 59Q: 3 clusters Score -1.044035e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -10440359.000000 Penalty: 3686.383301
	Iteration 60F: 3 clusters Score -1.044036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83717 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10440369.000000 Penalty: 3686.383301
	Iteration 61Q: 3 clusters Score -1.044037e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83738 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10440371.000000 Penalty: 3686.383301
	Iteration 62Q: 3 clusters Score -1.044037e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83752 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -10440392.000000 Penalty: 3686.383301
	Iteration 63Q: 3 clusters Score -1.044039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83761 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10440386.000000 Penalty: 3686.383301
	Iteration 64Q: 3 clusters Score -1.044039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83770 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10440393.000000 Penalty: 3686.383301
	Iteration 65Q: 3 clusters Score -1.044039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83777 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10440401.000000 Penalty: 3686.383301
	Iteration 66Q: 3 clusters Score -1.04404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10440400.000000 Penalty: 3686.383301
	Iteration 67Q: 3 clusters Score -1.04404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83788 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -10440395.000000 Penalty: 3686.383301
	Iteration 68Q: 3 clusters Score -1.04404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83791 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10440397.000000 Penalty: 3686.383301
	Iteration 69Q: 3 clusters Score -1.04404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10440404.000000 Penalty: 3686.383301
	Iteration 70Q: 3 clusters Score -1.04404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83797 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -10440411.000000 Penalty: 3686.383301
	Iteration 71Q: 3 clusters Score -1.044041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -10440409.000000 Penalty: 3686.383301
	Iteration 72Q: 3 clusters Score -1.044041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83805 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10440415.000000 Penalty: 3686.383301
	Iteration 73Q: 3 clusters Score -1.044042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83807 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -10440419.000000 Penalty: 3686.383301
	Iteration 74Q: 3 clusters Score -1.044042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83810 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -10440421.000000 Penalty: 3686.383301
	Iteration 75Q: 3 clusters Score -1.044042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10440420.000000 Penalty: 3686.383301
	Iteration 76Q: 3 clusters Score -1.044042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10440416.000000 Penalty: 3686.383301
	Iteration 77Q: 3 clusters Score -1.044042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10440416.000000 Penalty: 3686.383301
	Iteration 78F: 3 clusters Score -1.044042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Entering Unmasked Estep 
Score: -5770889.000000 Penalty: 1746.256958
	Iteration 0F: 2 clusters Score -5770889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -5739767.500000 Penalty: 3492.513916
	Iteration 0F: 3 clusters Score -5739768 nChanged 21766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -5752213.000000 Penalty: 3492.513916
	Iteration 1F: 3 clusters Score -5752213 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -5752883.500000 Penalty: 3492.513916
	Iteration 2Q: 3 clusters Score -5752884 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -5753868.500000 Penalty: 3492.513916
	Iteration 3Q: 3 clusters Score -5753868 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -5755436.000000 Penalty: 3492.513916
	Iteration 4F: 3 clusters Score -5755436 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -5757764.000000 Penalty: 3492.513916
	Iteration 5F: 3 clusters Score -5757764 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -5760701.000000 Penalty: 3492.513916
	Iteration 6F: 3 clusters Score -5760701 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -5763726.000000 Penalty: 3492.513916
	Iteration 7F: 3 clusters Score -5763726 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -5766021.500000 Penalty: 3492.513916
	Iteration 8F: 3 clusters Score -5766022 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -5767454.000000 Penalty: 3492.513916
	Iteration 9Q: 3 clusters Score -5767454 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -5768206.500000 Penalty: 3492.513916
	Iteration 10Q: 3 clusters Score -5768206 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -5768672.000000 Penalty: 3492.513916
	Iteration 11Q: 3 clusters Score -5768672 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -5768946.500000 Penalty: 3492.513916
	Iteration 12Q: 3 clusters Score -5768946 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -5769169.000000 Penalty: 3492.513916
	Iteration 13Q: 3 clusters Score -5769169 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -5769309.500000 Penalty: 3492.513916
	Iteration 14Q: 3 clusters Score -5769310 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -5769398.000000 Penalty: 3492.513916
	Iteration 15Q: 3 clusters Score -5769398 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -5769454.000000 Penalty: 3492.513916
	Iteration 16Q: 3 clusters Score -5769454 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -5769500.000000 Penalty: 3492.513916
	Iteration 17Q: 3 clusters Score -5769500 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -5769531.500000 Penalty: 3492.513916
	Iteration 18Q: 3 clusters Score -5769532 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -5769558.500000 Penalty: 3492.513916
	Iteration 19Q: 3 clusters Score -5769558 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -5769575.500000 Penalty: 3492.513916
	Iteration 20F: 3 clusters Score -5769576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -5769596.500000 Penalty: 3492.513916
	Iteration 21Q: 3 clusters Score -5769596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -5769607.000000 Penalty: 3492.513916
	Iteration 22Q: 3 clusters Score -5769607 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -5769628.000000 Penalty: 3492.513916
	Iteration 23Q: 3 clusters Score -5769628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -5769632.000000 Penalty: 3492.513916
	Iteration 24Q: 3 clusters Score -5769632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -5769641.500000 Penalty: 3492.513916
	Iteration 25Q: 3 clusters Score -5769642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5769644.500000 Penalty: 3492.513916
	Iteration 26Q: 3 clusters Score -5769644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5769642.000000 Penalty: 3492.513916
	Iteration 27Q: 3 clusters Score -5769642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -5769653.500000 Penalty: 3492.513916
	Iteration 28Q: 3 clusters Score -5769654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5769667.000000 Penalty: 3492.513916
	Iteration 29Q: 3 clusters Score -5769667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -5769672.000000 Penalty: 3492.513916
	Iteration 30Q: 3 clusters Score -5769672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5769671.000000 Penalty: 3492.513916
	Iteration 31Q: 3 clusters Score -5769671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5769669.000000 Penalty: 3492.513916
	Iteration 32Q: 3 clusters Score -5769669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5769681.000000 Penalty: 3492.513916
	Iteration 33Q: 3 clusters Score -5769681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5769688.500000 Penalty: 3492.513916
	Iteration 34Q: 3 clusters Score -5769688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -5769691.000000 Penalty: 3492.513916
	Iteration 35Q: 3 clusters Score -5769691 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5769702.000000 Penalty: 3492.513916
	Iteration 36Q: 3 clusters Score -5769702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5769704.500000 Penalty: 3492.513916
	Iteration 37Q: 3 clusters Score -5769704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5769708.000000 Penalty: 3492.513916
	Iteration 38Q: 3 clusters Score -5769708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5769717.000000 Penalty: 3492.513916
	Iteration 39Q: 3 clusters Score -5769717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5769710.500000 Penalty: 3492.513916
	Iteration 40F: 3 clusters Score -5769710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5769715.500000 Penalty: 3492.513916
	Iteration 41Q: 3 clusters Score -5769716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5769710.000000 Penalty: 3492.513916
	Iteration 42Q: 3 clusters Score -5769710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5769713.000000 Penalty: 3492.513916
	Iteration 43Q: 3 clusters Score -5769713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5769720.000000 Penalty: 3492.513916
	Iteration 44Q: 3 clusters Score -5769720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5769724.500000 Penalty: 3492.513916
	Iteration 45Q: 3 clusters Score -5769724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -5769724.000000 Penalty: 3492.513916
	Iteration 46Q: 3 clusters Score -5769724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5769729.000000 Penalty: 3492.513916
	Iteration 47Q: 3 clusters Score -5769729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5769728.000000 Penalty: 3492.513916
	Iteration 48Q: 3 clusters Score -5769728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5769728.500000 Penalty: 3492.513916
	Iteration 49Q: 3 clusters Score -5769728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -5769729.500000 Penalty: 3492.513916
	Iteration 50Q: 3 clusters Score -5769730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -5769731.000000 Penalty: 3492.513916
	Iteration 51Q: 3 clusters Score -5769731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -5769730.000000 Penalty: 3492.513916
	Iteration 52Q: 3 clusters Score -5769730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5769729.500000 Penalty: 3492.513916
	Iteration 53Q: 3 clusters Score -5769730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -5769736.500000 Penalty: 3492.513916
	Iteration 54Q: 3 clusters Score -5769736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -5769733.500000 Penalty: 3492.513916
	Iteration 55Q: 3 clusters Score -5769734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5769731.500000 Penalty: 3492.513916
	Iteration 56Q: 3 clusters Score -5769732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5769731.500000 Penalty: 3492.513916
	Iteration 57F: 3 clusters Score -5769732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Entering Unmasked Estep 
Score: -413694.281250 Penalty: 1316.621094
	Iteration 0F: 2 clusters Score -413694.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -410763.062500 Penalty: 2633.242188
	Iteration 0F: 3 clusters Score -410763.1 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -411473.593750 Penalty: 2633.242188
	Iteration 1F: 3 clusters Score -411473.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -411616.843750 Penalty: 2633.242188
	Iteration 2F: 3 clusters Score -411616.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -411716.250000 Penalty: 2633.242188
	Iteration 3F: 3 clusters Score -411716.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -411788.000000 Penalty: 2633.242188
	Iteration 4Q: 3 clusters Score -411788 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -411851.625000 Penalty: 2633.242188
	Iteration 5Q: 3 clusters Score -411851.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -411921.718750 Penalty: 2633.242188
	Iteration 6Q: 3 clusters Score -411921.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -411987.218750 Penalty: 2633.242188
	Iteration 7Q: 3 clusters Score -411987.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -412041.156250 Penalty: 2633.242188
	Iteration 8Q: 3 clusters Score -412041.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -412080.875000 Penalty: 2633.242188
	Iteration 9Q: 3 clusters Score -412080.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -412125.406250 Penalty: 2633.242188
	Iteration 10Q: 3 clusters Score -412125.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -412172.812500 Penalty: 2633.242188
	Iteration 11Q: 3 clusters Score -412172.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -412212.000000 Penalty: 2633.242188
	Iteration 12Q: 3 clusters Score -412212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -412245.687500 Penalty: 2633.242188
	Iteration 13Q: 3 clusters Score -412245.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -412278.406250 Penalty: 2633.242188
	Iteration 14Q: 3 clusters Score -412278.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -412309.312500 Penalty: 2633.242188
	Iteration 15Q: 3 clusters Score -412309.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -412340.781250 Penalty: 2633.242188
	Iteration 16Q: 3 clusters Score -412340.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -412365.250000 Penalty: 2633.242188
	Iteration 17Q: 3 clusters Score -412365.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -412386.500000 Penalty: 2633.242188
	Iteration 18Q: 3 clusters Score -412386.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -412404.343750 Penalty: 2633.242188
	Iteration 19Q: 3 clusters Score -412404.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -412416.031250 Penalty: 2633.242188
	Iteration 20F: 3 clusters Score -412416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -412427.562500 Penalty: 2633.242188
	Iteration 21Q: 3 clusters Score -412427.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -412432.625000 Penalty: 2633.242188
	Iteration 22Q: 3 clusters Score -412432.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -412439.125000 Penalty: 2633.242188
	Iteration 23Q: 3 clusters Score -412439.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -412445.500000 Penalty: 2633.242188
	Iteration 24Q: 3 clusters Score -412445.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -412451.250000 Penalty: 2633.242188
	Iteration 25Q: 3 clusters Score -412451.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -412457.250000 Penalty: 2633.242188
	Iteration 26Q: 3 clusters Score -412457.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -412461.718750 Penalty: 2633.242188
	Iteration 27Q: 3 clusters Score -412461.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -412466.187500 Penalty: 2633.242188
	Iteration 28Q: 3 clusters Score -412466.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -412467.343750 Penalty: 2633.242188
	Iteration 29Q: 3 clusters Score -412467.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -412470.062500 Penalty: 2633.242188
	Iteration 30Q: 3 clusters Score -412470.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -412472.281250 Penalty: 2633.242188
	Iteration 31Q: 3 clusters Score -412472.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -412475.593750 Penalty: 2633.242188
	Iteration 32Q: 3 clusters Score -412475.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -412476.468750 Penalty: 2633.242188
	Iteration 33Q: 3 clusters Score -412476.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -412476.875000 Penalty: 2633.242188
	Iteration 34Q: 3 clusters Score -412476.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -412476.875000 Penalty: 2633.242188
	Iteration 35F: 3 clusters Score -412476.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70941 members 
Entering Unmasked Estep 
Score: -8835588.000000 Penalty: 1815.060547
	Iteration 0F: 2 clusters Score -8835588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -8789269.000000 Penalty: 3630.121094
	Iteration 0F: 3 clusters Score -8789269 nChanged 33565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -8808420.000000 Penalty: 3630.121094
	Iteration 1F: 3 clusters Score -8808420 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -8808829.000000 Penalty: 3630.121094
	Iteration 2Q: 3 clusters Score -8808829 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -8809326.000000 Penalty: 3630.121094
	Iteration 3Q: 3 clusters Score -8809326 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -8810008.000000 Penalty: 3630.121094
	Iteration 4Q: 3 clusters Score -8810008 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -8811001.000000 Penalty: 3630.121094
	Iteration 5Q: 3 clusters Score -8811001 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -8812840.000000 Penalty: 3630.121094
	Iteration 6F: 3 clusters Score -8812840 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -8816014.000000 Penalty: 3630.121094
	Iteration 7F: 3 clusters Score -8816014 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -8820656.000000 Penalty: 3630.121094
	Iteration 8F: 3 clusters Score -8820656 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -8825765.000000 Penalty: 3630.121094
	Iteration 9F: 3 clusters Score -8825765 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -8829868.000000 Penalty: 3630.121094
	Iteration 10F: 3 clusters Score -8829868 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68117 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -8832254.000000 Penalty: 3630.121094
	Iteration 11Q: 3 clusters Score -8832254 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8833201.000000 Penalty: 3630.121094
	Iteration 12Q: 3 clusters Score -8833201 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8833600.000000 Penalty: 3630.121094
	Iteration 13Q: 3 clusters Score -8833600 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70209 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8833791.000000 Penalty: 3630.121094
	Iteration 14Q: 3 clusters Score -8833791 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8833907.000000 Penalty: 3630.121094
	Iteration 15Q: 3 clusters Score -8833907 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70411 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8833976.000000 Penalty: 3630.121094
	Iteration 16Q: 3 clusters Score -8833976 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8834028.000000 Penalty: 3630.121094
	Iteration 17Q: 3 clusters Score -8834028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70488 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8834064.000000 Penalty: 3630.121094
	Iteration 18Q: 3 clusters Score -8834064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70510 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8834095.000000 Penalty: 3630.121094
	Iteration 19Q: 3 clusters Score -8834095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70526 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8834098.000000 Penalty: 3630.121094
	Iteration 20F: 3 clusters Score -8834098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70537 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8834119.000000 Penalty: 3630.121094
	Iteration 21Q: 3 clusters Score -8834119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70544 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8834132.000000 Penalty: 3630.121094
	Iteration 22Q: 3 clusters Score -8834132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70547 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8834150.000000 Penalty: 3630.121094
	Iteration 23Q: 3 clusters Score -8834150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70552 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8834151.000000 Penalty: 3630.121094
	Iteration 24Q: 3 clusters Score -8834151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8834157.000000 Penalty: 3630.121094
	Iteration 25Q: 3 clusters Score -8834157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8834159.000000 Penalty: 3630.121094
	Iteration 26Q: 3 clusters Score -8834159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70558 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8834156.000000 Penalty: 3630.121094
	Iteration 27Q: 3 clusters Score -8834156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70558 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8834161.000000 Penalty: 3630.121094
	Iteration 28Q: 3 clusters Score -8834161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70559 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8834162.000000 Penalty: 3630.121094
	Iteration 29Q: 3 clusters Score -8834162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70559 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8834162.000000 Penalty: 3630.121094
	Iteration 30F: 3 clusters Score -8834162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (62658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Entering Unmasked Estep 
Score: -7797746.000000 Penalty: 1794.885010
	Iteration 0F: 2 clusters Score -7797746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -7756072.000000 Penalty: 3589.770020
	Iteration 0F: 3 clusters Score -7756072 nChanged 29661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -7773043.000000 Penalty: 3589.770020
	Iteration 1F: 3 clusters Score -7773043 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -7773714.500000 Penalty: 3589.770020
	Iteration 2Q: 3 clusters Score -7773714 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -7774543.000000 Penalty: 3589.770020
	Iteration 3Q: 3 clusters Score -7774543 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -7775925.000000 Penalty: 3589.770020
	Iteration 4Q: 3 clusters Score -7775925 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -7778428.000000 Penalty: 3589.770020
	Iteration 5F: 3 clusters Score -7778428 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -7782199.500000 Penalty: 3589.770020
	Iteration 6F: 3 clusters Score -7782200 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -7786920.000000 Penalty: 3589.770020
	Iteration 7F: 3 clusters Score -7786920 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -7791147.000000 Penalty: 3589.770020
	Iteration 8F: 3 clusters Score -7791147 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -7793737.500000 Penalty: 3589.770020
	Iteration 9Q: 3 clusters Score -7793738 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -7794987.000000 Penalty: 3589.770020
	Iteration 10Q: 3 clusters Score -7794987 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -7795594.000000 Penalty: 3589.770020
	Iteration 11Q: 3 clusters Score -7795594 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 61783 members 
Entering Unmasked Estep 
Score: -7795872.000000 Penalty: 3589.770020
	Iteration 12Q: 3 clusters Score -7795872 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -7796001.500000 Penalty: 3589.770020
	Iteration 13Q: 3 clusters Score -7796002 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -7796093.500000 Penalty: 3589.770020
	Iteration 14Q: 3 clusters Score -7796094 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
Score: -7796132.000000 Penalty: 3589.770020
	Iteration 15Q: 3 clusters Score -7796132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -7796150.000000 Penalty: 3589.770020
	Iteration 16Q: 3 clusters Score -7796150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -7796181.500000 Penalty: 3589.770020
	Iteration 17Q: 3 clusters Score -7796182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
Score: -7796184.500000 Penalty: 3589.770020
	Iteration 18Q: 3 clusters Score -7796184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -7796189.500000 Penalty: 3589.770020
	Iteration 19Q: 3 clusters Score -7796190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 62160 members 
Entering Unmasked Estep 
Score: -7796206.500000 Penalty: 3589.770020
	Iteration 20F: 3 clusters Score -7796206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -7796213.000000 Penalty: 3589.770020
	Iteration 21Q: 3 clusters Score -7796213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -7796214.000000 Penalty: 3589.770020
	Iteration 22Q: 3 clusters Score -7796214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 62174 members 
Entering Unmasked Estep 
Score: -7796209.000000 Penalty: 3589.770020
	Iteration 23Q: 3 clusters Score -7796209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -7796223.500000 Penalty: 3589.770020
	Iteration 24Q: 3 clusters Score -7796224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 62184 members 
Entering Unmasked Estep 
Score: -7796224.500000 Penalty: 3589.770020
	Iteration 25Q: 3 clusters Score -7796224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -7796234.500000 Penalty: 3589.770020
	Iteration 26Q: 3 clusters Score -7796234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -7796234.500000 Penalty: 3589.770020
	Iteration 27Q: 3 clusters Score -7796234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -7796237.000000 Penalty: 3589.770020
	Iteration 28Q: 3 clusters Score -7796237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -7796237.500000 Penalty: 3589.770020
	Iteration 29Q: 3 clusters Score -7796238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 62193 members 
Entering Unmasked Estep 
Score: -7796244.500000 Penalty: 3589.770020
	Iteration 30Q: 3 clusters Score -7796244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -7796248.500000 Penalty: 3589.770020
	Iteration 31Q: 3 clusters Score -7796248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -7796257.000000 Penalty: 3589.770020
	Iteration 32Q: 3 clusters Score -7796257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -7796261.000000 Penalty: 3589.770020
	Iteration 33Q: 3 clusters Score -7796261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -7796264.000000 Penalty: 3589.770020
	Iteration 34Q: 3 clusters Score -7796264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -7796261.500000 Penalty: 3589.770020
	Iteration 35Q: 3 clusters Score -7796262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -7796260.500000 Penalty: 3589.770020
	Iteration 36Q: 3 clusters Score -7796260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 62212 members 
Entering Unmasked Estep 
Score: -7796258.500000 Penalty: 3589.770020
	Iteration 37Q: 3 clusters Score -7796258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -7796256.500000 Penalty: 3589.770020
	Iteration 38Q: 3 clusters Score -7796256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -7796256.500000 Penalty: 3589.770020
	Iteration 39F: 3 clusters Score -7796256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Entering Unmasked Estep 
Score: -4717266.500000 Penalty: 1713.301270
	Iteration 0F: 2 clusters Score -4717266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -4691810.500000 Penalty: 3426.602539
	Iteration 0F: 3 clusters Score -4691810 nChanged 17754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -4701689.500000 Penalty: 3426.602539
	Iteration 1F: 3 clusters Score -4701690 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -4702093.000000 Penalty: 3426.602539
	Iteration 2Q: 3 clusters Score -4702093 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -4702547.000000 Penalty: 3426.602539
	Iteration 3Q: 3 clusters Score -4702547 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -4703109.000000 Penalty: 3426.602539
	Iteration 4Q: 3 clusters Score -4703109 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -4703946.000000 Penalty: 3426.602539
	Iteration 5Q: 3 clusters Score -4703946 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -4705097.500000 Penalty: 3426.602539
	Iteration 6F: 3 clusters Score -4705098 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -4706644.500000 Penalty: 3426.602539
	Iteration 7F: 3 clusters Score -4706644 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -4708384.500000 Penalty: 3426.602539
	Iteration 8F: 3 clusters Score -4708384 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -4710018.000000 Penalty: 3426.602539
	Iteration 9F: 3 clusters Score -4710018 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -4711175.000000 Penalty: 3426.602539
	Iteration 10Q: 3 clusters Score -4711175 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -4711924.500000 Penalty: 3426.602539
	Iteration 11Q: 3 clusters Score -4711924 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -4712434.000000 Penalty: 3426.602539
	Iteration 12Q: 3 clusters Score -4712434 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4712835.500000 Penalty: 3426.602539
	Iteration 13Q: 3 clusters Score -4712836 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -4713258.000000 Penalty: 3426.602539
	Iteration 14Q: 3 clusters Score -4713258 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -4713680.500000 Penalty: 3426.602539
	Iteration 15Q: 3 clusters Score -4713680 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -4714030.500000 Penalty: 3426.602539
	Iteration 16Q: 3 clusters Score -4714030 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -4714378.500000 Penalty: 3426.602539
	Iteration 17Q: 3 clusters Score -4714378 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -4714724.000000 Penalty: 3426.602539
	Iteration 18Q: 3 clusters Score -4714724 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -4715073.500000 Penalty: 3426.602539
	Iteration 19Q: 3 clusters Score -4715074 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -4715358.000000 Penalty: 3426.602539
	Iteration 20F: 3 clusters Score -4715358 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -4715521.500000 Penalty: 3426.602539
	Iteration 21Q: 3 clusters Score -4715522 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -4715638.000000 Penalty: 3426.602539
	Iteration 22Q: 3 clusters Score -4715638 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -4715727.500000 Penalty: 3426.602539
	Iteration 23Q: 3 clusters Score -4715728 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -4715784.500000 Penalty: 3426.602539
	Iteration 24Q: 3 clusters Score -4715784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -4715834.500000 Penalty: 3426.602539
	Iteration 25Q: 3 clusters Score -4715834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -4715852.000000 Penalty: 3426.602539
	Iteration 26Q: 3 clusters Score -4715852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -4715881.500000 Penalty: 3426.602539
	Iteration 27Q: 3 clusters Score -4715882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -4715903.500000 Penalty: 3426.602539
	Iteration 28Q: 3 clusters Score -4715904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -4715921.000000 Penalty: 3426.602539
	Iteration 29Q: 3 clusters Score -4715921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -4715954.000000 Penalty: 3426.602539
	Iteration 30Q: 3 clusters Score -4715954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -4715968.500000 Penalty: 3426.602539
	Iteration 31Q: 3 clusters Score -4715968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -4715982.000000 Penalty: 3426.602539
	Iteration 32Q: 3 clusters Score -4715982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -4715984.500000 Penalty: 3426.602539
	Iteration 33Q: 3 clusters Score -4715984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -4715990.000000 Penalty: 3426.602539
	Iteration 34Q: 3 clusters Score -4715990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -4715986.500000 Penalty: 3426.602539
	Iteration 35Q: 3 clusters Score -4715986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -4715987.000000 Penalty: 3426.602539
	Iteration 36Q: 3 clusters Score -4715987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -4715987.000000 Penalty: 3426.602539
	Iteration 37Q: 3 clusters Score -4715987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -4715989.000000 Penalty: 3426.602539
	Iteration 38Q: 3 clusters Score -4715989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -4715990.500000 Penalty: 3426.602539
	Iteration 39Q: 3 clusters Score -4715990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -4715995.000000 Penalty: 3426.602539
	Iteration 40F: 3 clusters Score -4715995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -4715995.500000 Penalty: 3426.602539
	Iteration 41Q: 3 clusters Score -4715996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -4715998.500000 Penalty: 3426.602539
	Iteration 42Q: 3 clusters Score -4715998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -4715999.500000 Penalty: 3426.602539
	Iteration 43Q: 3 clusters Score -4716000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -4715998.500000 Penalty: 3426.602539
	Iteration 44Q: 3 clusters Score -4715998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -4716005.000000 Penalty: 3426.602539
	Iteration 45Q: 3 clusters Score -4716005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -4716003.500000 Penalty: 3426.602539
	Iteration 46Q: 3 clusters Score -4716004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -4716004.000000 Penalty: 3426.602539
	Iteration 47Q: 3 clusters Score -4716004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -4716004.000000 Penalty: 3426.602539
	Iteration 48F: 3 clusters Score -4716004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -491412.781250 Penalty: 1342.875366
	Iteration 0F: 2 clusters Score -491412.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -488116.718750 Penalty: 2685.750732
	Iteration 0F: 3 clusters Score -488116.7 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -488964.125000 Penalty: 2685.750732
	Iteration 1F: 3 clusters Score -488964.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -489135.187500 Penalty: 2685.750732
	Iteration 2F: 3 clusters Score -489135.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -489235.812500 Penalty: 2685.750732
	Iteration 3F: 3 clusters Score -489235.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -489308.437500 Penalty: 2685.750732
	Iteration 4Q: 3 clusters Score -489308.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -489360.687500 Penalty: 2685.750732
	Iteration 5Q: 3 clusters Score -489360.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -489402.406250 Penalty: 2685.750732
	Iteration 6Q: 3 clusters Score -489402.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -489432.125000 Penalty: 2685.750732
	Iteration 7Q: 3 clusters Score -489432.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -489453.968750 Penalty: 2685.750732
	Iteration 8Q: 3 clusters Score -489454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -489476.062500 Penalty: 2685.750732
	Iteration 9Q: 3 clusters Score -489476.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -489491.500000 Penalty: 2685.750732
	Iteration 10Q: 3 clusters Score -489491.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -489500.843750 Penalty: 2685.750732
	Iteration 11Q: 3 clusters Score -489500.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -489512.718750 Penalty: 2685.750732
	Iteration 12Q: 3 clusters Score -489512.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -489523.593750 Penalty: 2685.750732
	Iteration 13Q: 3 clusters Score -489523.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -489534.406250 Penalty: 2685.750732
	Iteration 14Q: 3 clusters Score -489534.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -489545.125000 Penalty: 2685.750732
	Iteration 15Q: 3 clusters Score -489545.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -489554.656250 Penalty: 2685.750732
	Iteration 16Q: 3 clusters Score -489554.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -489564.187500 Penalty: 2685.750732
	Iteration 17Q: 3 clusters Score -489564.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -489574.718750 Penalty: 2685.750732
	Iteration 18Q: 3 clusters Score -489574.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -489593.000000 Penalty: 2685.750732
	Iteration 19Q: 3 clusters Score -489593 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -489613.562500 Penalty: 2685.750732
	Iteration 20F: 3 clusters Score -489613.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -489631.937500 Penalty: 2685.750732
	Iteration 21Q: 3 clusters Score -489631.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -489649.343750 Penalty: 2685.750732
	Iteration 22Q: 3 clusters Score -489649.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -489665.531250 Penalty: 2685.750732
	Iteration 23Q: 3 clusters Score -489665.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -489682.875000 Penalty: 2685.750732
	Iteration 24Q: 3 clusters Score -489682.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -489700.718750 Penalty: 2685.750732
	Iteration 25Q: 3 clusters Score -489700.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -489714.000000 Penalty: 2685.750732
	Iteration 26Q: 3 clusters Score -489714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -489728.562500 Penalty: 2685.750732
	Iteration 27Q: 3 clusters Score -489728.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -489741.562500 Penalty: 2685.750732
	Iteration 28Q: 3 clusters Score -489741.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -489747.531250 Penalty: 2685.750732
	Iteration 29Q: 3 clusters Score -489747.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -489755.906250 Penalty: 2685.750732
	Iteration 30Q: 3 clusters Score -489755.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -489765.500000 Penalty: 2685.750732
	Iteration 31Q: 3 clusters Score -489765.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -489775.281250 Penalty: 2685.750732
	Iteration 32Q: 3 clusters Score -489775.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -489785.343750 Penalty: 2685.750732
	Iteration 33Q: 3 clusters Score -489785.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -489799.218750 Penalty: 2685.750732
	Iteration 34Q: 3 clusters Score -489799.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -489808.500000 Penalty: 2685.750732
	Iteration 35Q: 3 clusters Score -489808.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -489817.656250 Penalty: 2685.750732
	Iteration 36Q: 3 clusters Score -489817.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -489823.906250 Penalty: 2685.750732
	Iteration 37Q: 3 clusters Score -489823.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -489830.843750 Penalty: 2685.750732
	Iteration 38Q: 3 clusters Score -489830.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -489838.281250 Penalty: 2685.750732
	Iteration 39Q: 3 clusters Score -489838.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -489850.718750 Penalty: 2685.750732
	Iteration 40F: 3 clusters Score -489850.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -489864.906250 Penalty: 2685.750732
	Iteration 41Q: 3 clusters Score -489864.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -489873.718750 Penalty: 2685.750732
	Iteration 42Q: 3 clusters Score -489873.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -489887.468750 Penalty: 2685.750732
	Iteration 43Q: 3 clusters Score -489887.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -489898.125000 Penalty: 2685.750732
	Iteration 44Q: 3 clusters Score -489898.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -489907.375000 Penalty: 2685.750732
	Iteration 45Q: 3 clusters Score -489907.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -489915.031250 Penalty: 2685.750732
	Iteration 46Q: 3 clusters Score -489915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -489919.750000 Penalty: 2685.750732
	Iteration 47Q: 3 clusters Score -489919.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -489926.250000 Penalty: 2685.750732
	Iteration 48Q: 3 clusters Score -489926.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -489929.812500 Penalty: 2685.750732
	Iteration 49Q: 3 clusters Score -489929.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -489935.812500 Penalty: 2685.750732
	Iteration 50Q: 3 clusters Score -489935.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -489942.218750 Penalty: 2685.750732
	Iteration 51Q: 3 clusters Score -489942.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -489946.000000 Penalty: 2685.750732
	Iteration 52Q: 3 clusters Score -489946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -489954.031250 Penalty: 2685.750732
	Iteration 53Q: 3 clusters Score -489954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -489962.781250 Penalty: 2685.750732
	Iteration 54Q: 3 clusters Score -489962.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -489972.562500 Penalty: 2685.750732
	Iteration 55Q: 3 clusters Score -489972.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -489988.000000 Penalty: 2685.750732
	Iteration 56Q: 3 clusters Score -489988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -489998.156250 Penalty: 2685.750732
	Iteration 57Q: 3 clusters Score -489998.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -490005.125000 Penalty: 2685.750732
	Iteration 58Q: 3 clusters Score -490005.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -490011.781250 Penalty: 2685.750732
	Iteration 59Q: 3 clusters Score -490011.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -490019.187500 Penalty: 2685.750732
	Iteration 60F: 3 clusters Score -490019.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -490023.687500 Penalty: 2685.750732
	Iteration 61Q: 3 clusters Score -490023.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -490029.062500 Penalty: 2685.750732
	Iteration 62Q: 3 clusters Score -490029.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -490034.468750 Penalty: 2685.750732
	Iteration 63Q: 3 clusters Score -490034.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -490037.968750 Penalty: 2685.750732
	Iteration 64Q: 3 clusters Score -490038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -490042.281250 Penalty: 2685.750732
	Iteration 65Q: 3 clusters Score -490042.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -490046.406250 Penalty: 2685.750732
	Iteration 66Q: 3 clusters Score -490046.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -490048.875000 Penalty: 2685.750732
	Iteration 67Q: 3 clusters Score -490048.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -490051.812500 Penalty: 2685.750732
	Iteration 68Q: 3 clusters Score -490051.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -490052.437500 Penalty: 2685.750732
	Iteration 69Q: 3 clusters Score -490052.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -490053.781250 Penalty: 2685.750732
	Iteration 70Q: 3 clusters Score -490053.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -490055.843750 Penalty: 2685.750732
	Iteration 71Q: 3 clusters Score -490055.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -490058.125000 Penalty: 2685.750732
	Iteration 72Q: 3 clusters Score -490058.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -490057.937500 Penalty: 2685.750732
	Iteration 73Q: 3 clusters Score -490057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -490059.468750 Penalty: 2685.750732
	Iteration 74Q: 3 clusters Score -490059.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -490060.812500 Penalty: 2685.750732
	Iteration 75Q: 3 clusters Score -490060.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -490061.062500 Penalty: 2685.750732
	Iteration 76Q: 3 clusters Score -490061.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -490061.156250 Penalty: 2685.750732
	Iteration 77Q: 3 clusters Score -490061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -490061.562500 Penalty: 2685.750732
	Iteration 78Q: 3 clusters Score -490061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -490062.281250 Penalty: 2685.750732
	Iteration 79Q: 3 clusters Score -490062.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -490063.593750 Penalty: 2685.750732
	Iteration 80F: 3 clusters Score -490063.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -490064.281250 Penalty: 2685.750732
	Iteration 81Q: 3 clusters Score -490064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -490064.281250 Penalty: 2685.750732
	Iteration 82Q: 3 clusters Score -490064.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -490065.187500 Penalty: 2685.750732
	Iteration 83Q: 3 clusters Score -490065.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -490065.750000 Penalty: 2685.750732
	Iteration 84Q: 3 clusters Score -490065.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -490065.937500 Penalty: 2685.750732
	Iteration 85Q: 3 clusters Score -490065.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -490067.750000 Penalty: 2685.750732
	Iteration 86Q: 3 clusters Score -490067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -490068.718750 Penalty: 2685.750732
	Iteration 87Q: 3 clusters Score -490068.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -490069.718750 Penalty: 2685.750732
	Iteration 88Q: 3 clusters Score -490069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -490070.125000 Penalty: 2685.750732
	Iteration 89Q: 3 clusters Score -490070.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -490071.218750 Penalty: 2685.750732
	Iteration 90Q: 3 clusters Score -490071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -490072.000000 Penalty: 2685.750732
	Iteration 91Q: 3 clusters Score -490072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -490074.156250 Penalty: 2685.750732
	Iteration 92Q: 3 clusters Score -490074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -490075.968750 Penalty: 2685.750732
	Iteration 93Q: 3 clusters Score -490076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -490078.062500 Penalty: 2685.750732
	Iteration 94Q: 3 clusters Score -490078.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -490081.843750 Penalty: 2685.750732
	Iteration 95Q: 3 clusters Score -490081.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -490083.781250 Penalty: 2685.750732
	Iteration 96Q: 3 clusters Score -490083.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -490084.281250 Penalty: 2685.750732
	Iteration 97Q: 3 clusters Score -490084.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -490086.781250 Penalty: 2685.750732
	Iteration 98Q: 3 clusters Score -490086.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -490086.875000 Penalty: 2685.750732
	Iteration 99Q: 3 clusters Score -490086.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -490086.875000 Penalty: 2685.750732
	Iteration 100F: 3 clusters Score -490086.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94296 members 
Entering Unmasked Estep 
Score: -11675436.000000 Penalty: 1861.306519
	Iteration 0F: 2 clusters Score -1.167544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -11614560.000000 Penalty: 3722.613037
	Iteration 0F: 3 clusters Score -1.161456e+07 nChanged 45024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -11640814.000000 Penalty: 3722.613037
	Iteration 1F: 3 clusters Score -1.164081e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -11642092.000000 Penalty: 3722.613037
	Iteration 2Q: 3 clusters Score -1.164209e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -11644416.000000 Penalty: 3722.613037
	Iteration 3F: 3 clusters Score -1.164442e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -11648540.000000 Penalty: 3722.613037
	Iteration 4F: 3 clusters Score -1.164854e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75226 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -11655265.000000 Penalty: 3722.613037
	Iteration 5F: 3 clusters Score -1.165526e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83579 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -11662971.000000 Penalty: 3722.613037
	Iteration 6F: 3 clusters Score -1.166297e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89543 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -11669065.000000 Penalty: 3722.613037
	Iteration 7F: 3 clusters Score -1.166906e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -11672390.000000 Penalty: 3722.613037
	Iteration 8Q: 3 clusters Score -1.167239e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93770 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -11673324.000000 Penalty: 3722.613037
	Iteration 9Q: 3 clusters Score -1.167332e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94055 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11673619.000000 Penalty: 3722.613037
	Iteration 10Q: 3 clusters Score -1.167362e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94124 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11673726.000000 Penalty: 3722.613037
	Iteration 11Q: 3 clusters Score -1.167373e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94140 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -11673742.000000 Penalty: 3722.613037
	Iteration 12Q: 3 clusters Score -1.167374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11673770.000000 Penalty: 3722.613037
	Iteration 13Q: 3 clusters Score -1.167377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11673780.000000 Penalty: 3722.613037
	Iteration 14Q: 3 clusters Score -1.167378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94151 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11673777.000000 Penalty: 3722.613037
	Iteration 15Q: 3 clusters Score -1.167378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94154 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11673779.000000 Penalty: 3722.613037
	Iteration 16Q: 3 clusters Score -1.167378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94156 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11673793.000000 Penalty: 3722.613037
	Iteration 17Q: 3 clusters Score -1.167379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94157 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11673798.000000 Penalty: 3722.613037
	Iteration 18Q: 3 clusters Score -1.16738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -11673795.000000 Penalty: 3722.613037
	Iteration 19Q: 3 clusters Score -1.16738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -11673799.000000 Penalty: 3722.613037
	Iteration 20F: 3 clusters Score -1.16738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11673802.000000 Penalty: 3722.613037
	Iteration 21Q: 3 clusters Score -1.16738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11673796.000000 Penalty: 3722.613037
	Iteration 22Q: 3 clusters Score -1.16738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11673802.000000 Penalty: 3722.613037
	Iteration 23Q: 3 clusters Score -1.16738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11673802.000000 Penalty: 3722.613037
	Iteration 24F: 3 clusters Score -1.16738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Entering Unmasked Estep 
Score: -1980638.500000 Penalty: 1574.813477
	Iteration 0F: 2 clusters Score -1980638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1969448.500000 Penalty: 3149.626953
	Iteration 0F: 3 clusters Score -1969448 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1973239.250000 Penalty: 3149.626953
	Iteration 1F: 3 clusters Score -1973239 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1973457.500000 Penalty: 3149.626953
	Iteration 2Q: 3 clusters Score -1973458 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1973631.375000 Penalty: 3149.626953
	Iteration 3Q: 3 clusters Score -1973631 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1973770.750000 Penalty: 3149.626953
	Iteration 4Q: 3 clusters Score -1973771 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1973906.500000 Penalty: 3149.626953
	Iteration 5Q: 3 clusters Score -1973906 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1974045.000000 Penalty: 3149.626953
	Iteration 6Q: 3 clusters Score -1974045 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1974167.250000 Penalty: 3149.626953
	Iteration 7Q: 3 clusters Score -1974167 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1974321.625000 Penalty: 3149.626953
	Iteration 8Q: 3 clusters Score -1974322 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1974522.125000 Penalty: 3149.626953
	Iteration 9Q: 3 clusters Score -1974522 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1974786.875000 Penalty: 3149.626953
	Iteration 10Q: 3 clusters Score -1974787 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1975187.250000 Penalty: 3149.626953
	Iteration 11Q: 3 clusters Score -1975187 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1975791.875000 Penalty: 3149.626953
	Iteration 12F: 3 clusters Score -1975792 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1976580.125000 Penalty: 3149.626953
	Iteration 13F: 3 clusters Score -1976580 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1977376.750000 Penalty: 3149.626953
	Iteration 14F: 3 clusters Score -1977377 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1978019.250000 Penalty: 3149.626953
	Iteration 15Q: 3 clusters Score -1978019 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1978460.750000 Penalty: 3149.626953
	Iteration 16Q: 3 clusters Score -1978461 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1978754.875000 Penalty: 3149.626953
	Iteration 17Q: 3 clusters Score -1978755 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1978928.875000 Penalty: 3149.626953
	Iteration 18Q: 3 clusters Score -1978929 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1979060.500000 Penalty: 3149.626953
	Iteration 19Q: 3 clusters Score -1979060 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1979169.500000 Penalty: 3149.626953
	Iteration 20F: 3 clusters Score -1979170 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1979224.625000 Penalty: 3149.626953
	Iteration 21Q: 3 clusters Score -1979225 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -1979262.375000 Penalty: 3149.626953
	Iteration 22Q: 3 clusters Score -1979262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1979280.500000 Penalty: 3149.626953
	Iteration 23Q: 3 clusters Score -1979280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1979299.750000 Penalty: 3149.626953
	Iteration 24Q: 3 clusters Score -1979300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1979307.625000 Penalty: 3149.626953
	Iteration 25Q: 3 clusters Score -1979308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1979317.500000 Penalty: 3149.626953
	Iteration 26Q: 3 clusters Score -1979318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1979319.500000 Penalty: 3149.626953
	Iteration 27Q: 3 clusters Score -1979320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1979320.250000 Penalty: 3149.626953
	Iteration 28Q: 3 clusters Score -1979320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1979326.875000 Penalty: 3149.626953
	Iteration 29Q: 3 clusters Score -1979327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1979329.625000 Penalty: 3149.626953
	Iteration 30Q: 3 clusters Score -1979330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1979329.625000 Penalty: 3149.626953
	Iteration 31Q: 3 clusters Score -1979330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -1979336.500000 Penalty: 3149.626953
	Iteration 32Q: 3 clusters Score -1979336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1979335.250000 Penalty: 3149.626953
	Iteration 33Q: 3 clusters Score -1979335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1979337.375000 Penalty: 3149.626953
	Iteration 34Q: 3 clusters Score -1979337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1979340.750000 Penalty: 3149.626953
	Iteration 35Q: 3 clusters Score -1979341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1979340.500000 Penalty: 3149.626953
	Iteration 36Q: 3 clusters Score -1979340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -1979340.500000 Penalty: 3149.626953
	Iteration 37F: 3 clusters Score -1979340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Entering Unmasked Estep 
Score: -443638.875000 Penalty: 1328.983154
	Iteration 0F: 2 clusters Score -443638.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -440545.968750 Penalty: 2657.966309
	Iteration 0F: 3 clusters Score -440546 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -441307.625000 Penalty: 2657.966309
	Iteration 1F: 3 clusters Score -441307.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -441420.968750 Penalty: 2657.966309
	Iteration 2F: 3 clusters Score -441421 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -441506.812500 Penalty: 2657.966309
	Iteration 3Q: 3 clusters Score -441506.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -441594.281250 Penalty: 2657.966309
	Iteration 4Q: 3 clusters Score -441594.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -441672.937500 Penalty: 2657.966309
	Iteration 5Q: 3 clusters Score -441672.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -441755.437500 Penalty: 2657.966309
	Iteration 6Q: 3 clusters Score -441755.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -441859.250000 Penalty: 2657.966309
	Iteration 7Q: 3 clusters Score -441859.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -441954.093750 Penalty: 2657.966309
	Iteration 8Q: 3 clusters Score -441954.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -442040.187500 Penalty: 2657.966309
	Iteration 9Q: 3 clusters Score -442040.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -442142.500000 Penalty: 2657.966309
	Iteration 10Q: 3 clusters Score -442142.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -442239.437500 Penalty: 2657.966309
	Iteration 11Q: 3 clusters Score -442239.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -442317.406250 Penalty: 2657.966309
	Iteration 12Q: 3 clusters Score -442317.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -442388.937500 Penalty: 2657.966309
	Iteration 13Q: 3 clusters Score -442388.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -442449.093750 Penalty: 2657.966309
	Iteration 14Q: 3 clusters Score -442449.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -442506.843750 Penalty: 2657.966309
	Iteration 15Q: 3 clusters Score -442506.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -442553.250000 Penalty: 2657.966309
	Iteration 16Q: 3 clusters Score -442553.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -442587.125000 Penalty: 2657.966309
	Iteration 17Q: 3 clusters Score -442587.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -442609.406250 Penalty: 2657.966309
	Iteration 18Q: 3 clusters Score -442609.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -442626.750000 Penalty: 2657.966309
	Iteration 19Q: 3 clusters Score -442626.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -442636.531250 Penalty: 2657.966309
	Iteration 20F: 3 clusters Score -442636.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -442644.937500 Penalty: 2657.966309
	Iteration 21Q: 3 clusters Score -442644.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -442651.781250 Penalty: 2657.966309
	Iteration 22Q: 3 clusters Score -442651.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -442654.375000 Penalty: 2657.966309
	Iteration 23Q: 3 clusters Score -442654.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -442657.781250 Penalty: 2657.966309
	Iteration 24Q: 3 clusters Score -442657.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -442661.062500 Penalty: 2657.966309
	Iteration 25Q: 3 clusters Score -442661.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -442664.625000 Penalty: 2657.966309
	Iteration 26Q: 3 clusters Score -442664.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -442666.593750 Penalty: 2657.966309
	Iteration 27Q: 3 clusters Score -442666.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -442667.000000 Penalty: 2657.966309
	Iteration 28Q: 3 clusters Score -442667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -442669.437500 Penalty: 2657.966309
	Iteration 29Q: 3 clusters Score -442669.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -442670.000000 Penalty: 2657.966309
	Iteration 30Q: 3 clusters Score -442670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -442670.000000 Penalty: 2657.966309
	Iteration 31F: 3 clusters Score -442670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -152601.890625 Penalty: 1171.277222
	Iteration 0F: 2 clusters Score -152601.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -150953.218750 Penalty: 2342.554443
	Iteration 0F: 3 clusters Score -150953.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -151318.187500 Penalty: 2342.554443
	Iteration 1F: 3 clusters Score -151318.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -151414.890625 Penalty: 2342.554443
	Iteration 2F: 3 clusters Score -151414.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -151467.734375 Penalty: 2342.554443
	Iteration 3Q: 3 clusters Score -151467.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -151491.328125 Penalty: 2342.554443
	Iteration 4Q: 3 clusters Score -151491.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -151514.250000 Penalty: 2342.554443
	Iteration 5Q: 3 clusters Score -151514.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -151542.687500 Penalty: 2342.554443
	Iteration 6Q: 3 clusters Score -151542.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -151571.953125 Penalty: 2342.554443
	Iteration 7Q: 3 clusters Score -151572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -151610.625000 Penalty: 2342.554443
	Iteration 8Q: 3 clusters Score -151610.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -151652.859375 Penalty: 2342.554443
	Iteration 9Q: 3 clusters Score -151652.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -151694.062500 Penalty: 2342.554443
	Iteration 10Q: 3 clusters Score -151694.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -151747.375000 Penalty: 2342.554443
	Iteration 11Q: 3 clusters Score -151747.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -151803.953125 Penalty: 2342.554443
	Iteration 12Q: 3 clusters Score -151804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -151889.968750 Penalty: 2342.554443
	Iteration 13Q: 3 clusters Score -151890 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -151991.671875 Penalty: 2342.554443
	Iteration 14Q: 3 clusters Score -151991.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -152075.531250 Penalty: 2342.554443
	Iteration 15Q: 3 clusters Score -152075.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -152145.437500 Penalty: 2342.554443
	Iteration 16Q: 3 clusters Score -152145.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -152184.375000 Penalty: 2342.554443
	Iteration 17Q: 3 clusters Score -152184.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -152204.750000 Penalty: 2342.554443
	Iteration 18Q: 3 clusters Score -152204.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -152220.109375 Penalty: 2342.554443
	Iteration 19Q: 3 clusters Score -152220.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -152251.406250 Penalty: 2342.554443
	Iteration 20F: 3 clusters Score -152251.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -152280.609375 Penalty: 2342.554443
	Iteration 21Q: 3 clusters Score -152280.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -152283.187500 Penalty: 2342.554443
	Iteration 22Q: 3 clusters Score -152283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -152284.703125 Penalty: 2342.554443
	Iteration 23Q: 3 clusters Score -152284.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -152285.437500 Penalty: 2342.554443
	Iteration 24Q: 3 clusters Score -152285.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -152285.437500 Penalty: 2342.554443
	Iteration 25F: 3 clusters Score -152285.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -112243.796875 Penalty: 1113.317505
	Iteration 0F: 2 clusters Score -112243.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -110821.609375 Penalty: 2226.635010
	Iteration 0F: 3 clusters Score -110821.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -111111.531250 Penalty: 2226.635010
	Iteration 1F: 3 clusters Score -111111.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -111208.828125 Penalty: 2226.635010
	Iteration 2F: 3 clusters Score -111208.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -111290.914062 Penalty: 2226.635010
	Iteration 3Q: 3 clusters Score -111290.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -111372.906250 Penalty: 2226.635010
	Iteration 4Q: 3 clusters Score -111372.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -111461.492188 Penalty: 2226.635010
	Iteration 5F: 3 clusters Score -111461.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -111588.257812 Penalty: 2226.635010
	Iteration 6F: 3 clusters Score -111588.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -111740.781250 Penalty: 2226.635010
	Iteration 7Q: 3 clusters Score -111740.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -111854.429688 Penalty: 2226.635010
	Iteration 8Q: 3 clusters Score -111854.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -111937.890625 Penalty: 2226.635010
	Iteration 9Q: 3 clusters Score -111937.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -111985.859375 Penalty: 2226.635010
	Iteration 10Q: 3 clusters Score -111985.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -112005.453125 Penalty: 2226.635010
	Iteration 11Q: 3 clusters Score -112005.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -112016.695312 Penalty: 2226.635010
	Iteration 12Q: 3 clusters Score -112016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -112018.593750 Penalty: 2226.635010
	Iteration 13Q: 3 clusters Score -112018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -112020.562500 Penalty: 2226.635010
	Iteration 14Q: 3 clusters Score -112020.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -112021.726562 Penalty: 2226.635010
	Iteration 15Q: 3 clusters Score -112021.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -112023.703125 Penalty: 2226.635010
	Iteration 16Q: 3 clusters Score -112023.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -112024.414062 Penalty: 2226.635010
	Iteration 17Q: 3 clusters Score -112024.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -112027.664062 Penalty: 2226.635010
	Iteration 18F: 3 clusters Score -112027.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -112032.500000 Penalty: 2226.635010
	Iteration 19Q: 3 clusters Score -112032.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -112036.882812 Penalty: 2226.635010
	Iteration 20F: 3 clusters Score -112036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -112040.703125 Penalty: 2226.635010
	Iteration 21Q: 3 clusters Score -112040.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -112044.304688 Penalty: 2226.635010
	Iteration 22Q: 3 clusters Score -112044.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -112045.203125 Penalty: 2226.635010
	Iteration 23Q: 3 clusters Score -112045.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -112045.203125 Penalty: 2226.635010
	Iteration 24F: 3 clusters Score -112045.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Entering Unmasked Estep 
Score: -1969359.750000 Penalty: 1578.154785
	Iteration 0F: 2 clusters Score -1969360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1957978.000000 Penalty: 3156.309570
	Iteration 0F: 3 clusters Score -1957978 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1961939.125000 Penalty: 3156.309570
	Iteration 1F: 3 clusters Score -1961939 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1962211.375000 Penalty: 3156.309570
	Iteration 2Q: 3 clusters Score -1962211 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1962421.125000 Penalty: 3156.309570
	Iteration 3Q: 3 clusters Score -1962421 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1962648.500000 Penalty: 3156.309570
	Iteration 4Q: 3 clusters Score -1962648 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1962892.000000 Penalty: 3156.309570
	Iteration 5Q: 3 clusters Score -1962892 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1963183.375000 Penalty: 3156.309570
	Iteration 6Q: 3 clusters Score -1963183 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1963580.875000 Penalty: 3156.309570
	Iteration 7Q: 3 clusters Score -1963581 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1964145.125000 Penalty: 3156.309570
	Iteration 8F: 3 clusters Score -1964145 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1964812.875000 Penalty: 3156.309570
	Iteration 9F: 3 clusters Score -1964813 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1965595.375000 Penalty: 3156.309570
	Iteration 10F: 3 clusters Score -1965595 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -1966373.375000 Penalty: 3156.309570
	Iteration 11F: 3 clusters Score -1966373 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1966965.750000 Penalty: 3156.309570
	Iteration 12Q: 3 clusters Score -1966966 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1967387.625000 Penalty: 3156.309570
	Iteration 13Q: 3 clusters Score -1967388 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1967679.500000 Penalty: 3156.309570
	Iteration 14Q: 3 clusters Score -1967680 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1967841.000000 Penalty: 3156.309570
	Iteration 15Q: 3 clusters Score -1967841 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1967940.625000 Penalty: 3156.309570
	Iteration 16Q: 3 clusters Score -1967941 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1967993.750000 Penalty: 3156.309570
	Iteration 17Q: 3 clusters Score -1967994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1968020.875000 Penalty: 3156.309570
	Iteration 18Q: 3 clusters Score -1968021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -1968036.625000 Penalty: 3156.309570
	Iteration 19Q: 3 clusters Score -1968037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1968045.250000 Penalty: 3156.309570
	Iteration 20F: 3 clusters Score -1968045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1968052.750000 Penalty: 3156.309570
	Iteration 21Q: 3 clusters Score -1968053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1968056.875000 Penalty: 3156.309570
	Iteration 22Q: 3 clusters Score -1968057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1968058.625000 Penalty: 3156.309570
	Iteration 23Q: 3 clusters Score -1968059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1968058.250000 Penalty: 3156.309570
	Iteration 24Q: 3 clusters Score -1968058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1968061.250000 Penalty: 3156.309570
	Iteration 25Q: 3 clusters Score -1968061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -1968064.500000 Penalty: 3156.309570
	Iteration 26Q: 3 clusters Score -1968064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1968063.625000 Penalty: 3156.309570
	Iteration 27Q: 3 clusters Score -1968064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1968064.125000 Penalty: 3156.309570
	Iteration 28Q: 3 clusters Score -1968064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1968069.875000 Penalty: 3156.309570
	Iteration 29Q: 3 clusters Score -1968070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1968071.625000 Penalty: 3156.309570
	Iteration 30Q: 3 clusters Score -1968072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1968074.375000 Penalty: 3156.309570
	Iteration 31Q: 3 clusters Score -1968074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1968075.625000 Penalty: 3156.309570
	Iteration 32Q: 3 clusters Score -1968076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1968075.500000 Penalty: 3156.309570
	Iteration 33Q: 3 clusters Score -1968076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1968075.125000 Penalty: 3156.309570
	Iteration 34Q: 3 clusters Score -1968075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1968075.375000 Penalty: 3156.309570
	Iteration 35Q: 3 clusters Score -1968075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1968077.000000 Penalty: 3156.309570
	Iteration 36Q: 3 clusters Score -1968077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -1968076.500000 Penalty: 3156.309570
	Iteration 37Q: 3 clusters Score -1968076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1968078.375000 Penalty: 3156.309570
	Iteration 38Q: 3 clusters Score -1968078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1968078.875000 Penalty: 3156.309570
	Iteration 39Q: 3 clusters Score -1968079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1968077.875000 Penalty: 3156.309570
	Iteration 40F: 3 clusters Score -1968078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Entering Unmasked Estep 
Score: -6884107.000000 Penalty: 1774.571167
	Iteration 0F: 2 clusters Score -6884107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -6847435.500000 Penalty: 3549.142334
	Iteration 0F: 3 clusters Score -6847436 nChanged 26063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -6861881.500000 Penalty: 3549.142334
	Iteration 1F: 3 clusters Score -6861882 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -6862440.500000 Penalty: 3549.142334
	Iteration 2Q: 3 clusters Score -6862440 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -6863300.500000 Penalty: 3549.142334
	Iteration 3Q: 3 clusters Score -6863300 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -6864568.500000 Penalty: 3549.142334
	Iteration 4Q: 3 clusters Score -6864568 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -6866652.000000 Penalty: 3549.142334
	Iteration 5F: 3 clusters Score -6866652 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -6869813.000000 Penalty: 3549.142334
	Iteration 6F: 3 clusters Score -6869813 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -6874004.000000 Penalty: 3549.142334
	Iteration 7F: 3 clusters Score -6874004 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -6877698.000000 Penalty: 3549.142334
	Iteration 8F: 3 clusters Score -6877698 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -6880157.000000 Penalty: 3549.142334
	Iteration 9Q: 3 clusters Score -6880157 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -6881375.000000 Penalty: 3549.142334
	Iteration 10Q: 3 clusters Score -6881375 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6881959.000000 Penalty: 3549.142334
	Iteration 11Q: 3 clusters Score -6881959 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6882306.500000 Penalty: 3549.142334
	Iteration 12Q: 3 clusters Score -6882306 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6882478.500000 Penalty: 3549.142334
	Iteration 13Q: 3 clusters Score -6882478 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6882592.500000 Penalty: 3549.142334
	Iteration 14Q: 3 clusters Score -6882592 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6882630.000000 Penalty: 3549.142334
	Iteration 15Q: 3 clusters Score -6882630 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6882658.500000 Penalty: 3549.142334
	Iteration 16Q: 3 clusters Score -6882658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6882705.500000 Penalty: 3549.142334
	Iteration 17Q: 3 clusters Score -6882706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6882709.500000 Penalty: 3549.142334
	Iteration 18Q: 3 clusters Score -6882710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6882722.000000 Penalty: 3549.142334
	Iteration 19Q: 3 clusters Score -6882722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6882732.500000 Penalty: 3549.142334
	Iteration 20F: 3 clusters Score -6882732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6882730.500000 Penalty: 3549.142334
	Iteration 21Q: 3 clusters Score -6882730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6882732.500000 Penalty: 3549.142334
	Iteration 22Q: 3 clusters Score -6882732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6882739.500000 Penalty: 3549.142334
	Iteration 23Q: 3 clusters Score -6882740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6882739.000000 Penalty: 3549.142334
	Iteration 24Q: 3 clusters Score -6882739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6882739.000000 Penalty: 3549.142334
	Iteration 25Q: 3 clusters Score -6882739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6882743.000000 Penalty: 3549.142334
	Iteration 26Q: 3 clusters Score -6882743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6882751.000000 Penalty: 3549.142334
	Iteration 27Q: 3 clusters Score -6882751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6882747.000000 Penalty: 3549.142334
	Iteration 28Q: 3 clusters Score -6882747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6882750.000000 Penalty: 3549.142334
	Iteration 29Q: 3 clusters Score -6882750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6882748.500000 Penalty: 3549.142334
	Iteration 30Q: 3 clusters Score -6882748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6882745.500000 Penalty: 3549.142334
	Iteration 31Q: 3 clusters Score -6882746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6882745.500000 Penalty: 3549.142334
	Iteration 32F: 3 clusters Score -6882746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81958 members 
Mstep: Class 2 contains 41653 members 
Mstep: Class 3 contains 84349 members 
Mstep: Class 4 contains 46453 members 
Mstep: Class 5 contains 3302 members 
Mstep: Class 6 contains 70941 members 
Mstep: Class 7 contains 62658 members 
Mstep: Class 8 contains 37926 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 94296 members 
Mstep: Class 11 contains 16174 members 
Mstep: Class 12 contains 3563 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16510 members 
Mstep: Class 19 contains 55295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573064.000000 Penalty: 34682.753906
Iteration 119Q: 17 clusters Score -7.557306e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 41673 members 
Mstep: Class 3 contains 84351 members 
Mstep: Class 4 contains 46450 members 
Mstep: Class 5 contains 3300 members 
Mstep: Class 6 contains 70937 members 
Mstep: Class 7 contains 62652 members 
Mstep: Class 8 contains 37920 members 
Mstep: Class 9 contains 3870 members 
Mstep: Class 10 contains 94324 members 
Mstep: Class 11 contains 16169 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16508 members 
Mstep: Class 19 contains 55311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573016.000000 Penalty: 34682.753906
Iteration 120F: 17 clusters Score -7.557302e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81948 members 
Mstep: Class 2 contains 41682 members 
Mstep: Class 3 contains 84354 members 
Mstep: Class 4 contains 46450 members 
Mstep: Class 5 contains 3296 members 
Mstep: Class 6 contains 70936 members 
Mstep: Class 7 contains 62655 members 
Mstep: Class 8 contains 37923 members 
Mstep: Class 9 contains 3857 members 
Mstep: Class 10 contains 94345 members 
Mstep: Class 11 contains 16164 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16510 members 
Mstep: Class 19 contains 55318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572928.000000 Penalty: 34682.753906
Iteration 121Q: 17 clusters Score -7.557293e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 41694 members 
Mstep: Class 3 contains 84362 members 
Mstep: Class 4 contains 46442 members 
Mstep: Class 5 contains 3297 members 
Mstep: Class 6 contains 70941 members 
Mstep: Class 7 contains 62640 members 
Mstep: Class 8 contains 37925 members 
Mstep: Class 9 contains 3854 members 
Mstep: Class 10 contains 94367 members 
Mstep: Class 11 contains 16155 members 
Mstep: Class 12 contains 3493 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16519 members 
Mstep: Class 19 contains 55324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573056.000000 Penalty: 34682.753906
Iteration 122Q: 17 clusters Score -7.557306e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81943 members 
Mstep: Class 2 contains 41714 members 
Mstep: Class 3 contains 84363 members 
Mstep: Class 4 contains 46432 members 
Mstep: Class 5 contains 3303 members 
Mstep: Class 6 contains 70948 members 
Mstep: Class 7 contains 62616 members 
Mstep: Class 8 contains 37926 members 
Mstep: Class 9 contains 3856 members 
Mstep: Class 10 contains 94386 members 
Mstep: Class 11 contains 16144 members 
Mstep: Class 12 contains 3469 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16525 members 
Mstep: Class 19 contains 55333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573008.000000 Penalty: 34682.753906
Iteration 123Q: 17 clusters Score -7.557301e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 41739 members 
Mstep: Class 3 contains 84373 members 
Mstep: Class 4 contains 46431 members 
Mstep: Class 5 contains 3304 members 
Mstep: Class 6 contains 70948 members 
Mstep: Class 7 contains 62599 members 
Mstep: Class 8 contains 37931 members 
Mstep: Class 9 contains 3855 members 
Mstep: Class 10 contains 94399 members 
Mstep: Class 11 contains 16130 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 18 contains 16533 members 
Mstep: Class 19 contains 55345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572912.000000 Penalty: 34682.753906
Iteration 124Q: 17 clusters Score -7.557291e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81912 members 
Mstep: Class 2 contains 41761 members 
Mstep: Class 3 contains 84379 members 
Mstep: Class 4 contains 46427 members 
Mstep: Class 5 contains 3304 members 
Mstep: Class 6 contains 70951 members 
Mstep: Class 7 contains 62583 members 
Mstep: Class 8 contains 37943 members 
Mstep: Class 9 contains 3853 members 
Mstep: Class 10 contains 94400 members 
Mstep: Class 11 contains 16129 members 
Mstep: Class 12 contains 3418 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 18 contains 16539 members 
Mstep: Class 19 contains 55358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572944.000000 Penalty: 34682.753906
Iteration 125Q: 17 clusters Score -7.557294e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 41786 members 
Mstep: Class 3 contains 84362 members 
Mstep: Class 4 contains 46423 members 
Mstep: Class 5 contains 3306 members 
Mstep: Class 6 contains 70958 members 
Mstep: Class 7 contains 62576 members 
Mstep: Class 8 contains 37953 members 
Mstep: Class 9 contains 3850 members 
Mstep: Class 10 contains 94408 members 
Mstep: Class 11 contains 16129 members 
Mstep: Class 12 contains 3386 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 18 contains 16540 members 
Mstep: Class 19 contains 55372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573080.000000 Penalty: 34682.753906
Iteration 126Q: 17 clusters Score -7.557308e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 41810 members 
Mstep: Class 3 contains 84361 members 
Mstep: Class 4 contains 46422 members 
Mstep: Class 5 contains 3305 members 
Mstep: Class 6 contains 70954 members 
Mstep: Class 7 contains 62571 members 
Mstep: Class 8 contains 37953 members 
Mstep: Class 9 contains 3850 members 
Mstep: Class 10 contains 94425 members 
Mstep: Class 11 contains 16120 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 18 contains 16547 members 
Mstep: Class 19 contains 55386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573056.000000 Penalty: 34682.753906
Iteration 127Q: 17 clusters Score -7.557306e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 41828 members 
Mstep: Class 3 contains 84350 members 
Mstep: Class 4 contains 46417 members 
Mstep: Class 5 contains 3305 members 
Mstep: Class 6 contains 70965 members 
Mstep: Class 7 contains 62561 members 
Mstep: Class 8 contains 37956 members 
Mstep: Class 9 contains 3845 members 
Mstep: Class 10 contains 94453 members 
Mstep: Class 11 contains 16107 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 18 contains 16564 members 
Mstep: Class 19 contains 55397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572992.000000 Penalty: 34682.753906
Iteration 128Q: 17 clusters Score -7.557299e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81867 members 
Mstep: Class 2 contains 41835 members 
Mstep: Class 3 contains 84352 members 
Mstep: Class 4 contains 46415 members 
Mstep: Class 5 contains 3305 members 
Mstep: Class 6 contains 70970 members 
Mstep: Class 7 contains 62564 members 
Mstep: Class 8 contains 37955 members 
Mstep: Class 9 contains 3837 members 
Mstep: Class 10 contains 94465 members 
Mstep: Class 11 contains 16099 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16579 members 
Mstep: Class 19 contains 55414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573040.000000 Penalty: 34682.753906
Iteration 129Q: 17 clusters Score -7.557304e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81844 members 
Mstep: Class 2 contains 41853 members 
Mstep: Class 3 contains 84356 members 
Mstep: Class 4 contains 46418 members 
Mstep: Class 5 contains 3305 members 
Mstep: Class 6 contains 70969 members 
Mstep: Class 7 contains 62560 members 
Mstep: Class 8 contains 37954 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 94494 members 
Mstep: Class 11 contains 16095 members 
Mstep: Class 12 contains 3275 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16589 members 
Mstep: Class 19 contains 55413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573040.000000 Penalty: 34682.753906
Iteration 130Q: 17 clusters Score -7.557304e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81833 members 
Mstep: Class 2 contains 41873 members 
Mstep: Class 3 contains 84395 members 
Mstep: Class 4 contains 46426 members 
Mstep: Class 5 contains 3304 members 
Mstep: Class 6 contains 70948 members 
Mstep: Class 7 contains 62544 members 
Mstep: Class 8 contains 37954 members 
Mstep: Class 9 contains 3826 members 
Mstep: Class 10 contains 94503 members 
Mstep: Class 11 contains 16092 members 
Mstep: Class 12 contains 3256 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16599 members 
Mstep: Class 19 contains 55406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572960.000000 Penalty: 34682.753906
Iteration 131Q: 17 clusters Score -7.557296e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81819 members 
Mstep: Class 2 contains 41886 members 
Mstep: Class 3 contains 84433 members 
Mstep: Class 4 contains 46426 members 
Mstep: Class 5 contains 3302 members 
Mstep: Class 6 contains 70938 members 
Mstep: Class 7 contains 62527 members 
Mstep: Class 8 contains 37949 members 
Mstep: Class 9 contains 3824 members 
Mstep: Class 10 contains 94516 members 
Mstep: Class 11 contains 16094 members 
Mstep: Class 12 contains 3236 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16606 members 
Mstep: Class 19 contains 55403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572936.000000 Penalty: 34682.753906
Iteration 132Q: 17 clusters Score -7.557294e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81816 members 
Mstep: Class 2 contains 41900 members 
Mstep: Class 3 contains 84472 members 
Mstep: Class 4 contains 46425 members 
Mstep: Class 5 contains 3300 members 
Mstep: Class 6 contains 70925 members 
Mstep: Class 7 contains 62502 members 
Mstep: Class 8 contains 37954 members 
Mstep: Class 9 contains 3822 members 
Mstep: Class 10 contains 94520 members 
Mstep: Class 11 contains 16087 members 
Mstep: Class 12 contains 3218 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16613 members 
Mstep: Class 19 contains 55405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573024.000000 Penalty: 34682.753906
Iteration 133Q: 17 clusters Score -7.557302e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81809 members 
Mstep: Class 2 contains 41914 members 
Mstep: Class 3 contains 84497 members 
Mstep: Class 4 contains 46427 members 
Mstep: Class 5 contains 3299 members 
Mstep: Class 6 contains 70916 members 
Mstep: Class 7 contains 62486 members 
Mstep: Class 8 contains 37966 members 
Mstep: Class 9 contains 3820 members 
Mstep: Class 10 contains 94507 members 
Mstep: Class 11 contains 16081 members 
Mstep: Class 12 contains 3203 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16623 members 
Mstep: Class 19 contains 55411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572920.000000 Penalty: 34682.753906
Iteration 134Q: 17 clusters Score -7.557292e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 41916 members 
Mstep: Class 3 contains 84517 members 
Mstep: Class 4 contains 46422 members 
Mstep: Class 5 contains 3296 members 
Mstep: Class 6 contains 70908 members 
Mstep: Class 7 contains 62470 members 
Mstep: Class 8 contains 37980 members 
Mstep: Class 9 contains 3812 members 
Mstep: Class 10 contains 94501 members 
Mstep: Class 11 contains 16089 members 
Mstep: Class 12 contains 3196 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16627 members 
Mstep: Class 19 contains 55428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572944.000000 Penalty: 34682.753906
Iteration 135Q: 17 clusters Score -7.557294e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81784 members 
Mstep: Class 2 contains 41928 members 
Mstep: Class 3 contains 84559 members 
Mstep: Class 4 contains 46419 members 
Mstep: Class 5 contains 3292 members 
Mstep: Class 6 contains 70894 members 
Mstep: Class 7 contains 62443 members 
Mstep: Class 8 contains 37988 members 
Mstep: Class 9 contains 3805 members 
Mstep: Class 10 contains 94508 members 
Mstep: Class 11 contains 16091 members 
Mstep: Class 12 contains 3188 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16625 members 
Mstep: Class 19 contains 55435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572920.000000 Penalty: 34682.753906
Iteration 136Q: 17 clusters Score -7.557292e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81768 members 
Mstep: Class 2 contains 41949 members 
Mstep: Class 3 contains 84590 members 
Mstep: Class 4 contains 46417 members 
Mstep: Class 5 contains 3290 members 
Mstep: Class 6 contains 70887 members 
Mstep: Class 7 contains 62422 members 
Mstep: Class 8 contains 37989 members 
Mstep: Class 9 contains 3796 members 
Mstep: Class 10 contains 94525 members 
Mstep: Class 11 contains 16089 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16629 members 
Mstep: Class 19 contains 55432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572944.000000 Penalty: 34682.753906
Iteration 137Q: 17 clusters Score -7.557294e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81758 members 
Mstep: Class 2 contains 41952 members 
Mstep: Class 3 contains 84613 members 
Mstep: Class 4 contains 46411 members 
Mstep: Class 5 contains 3289 members 
Mstep: Class 6 contains 70883 members 
Mstep: Class 7 contains 62404 members 
Mstep: Class 8 contains 38001 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 94536 members 
Mstep: Class 11 contains 16088 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 18 contains 16631 members 
Mstep: Class 19 contains 55430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572952.000000 Penalty: 34682.753906
Iteration 138Q: 17 clusters Score -7.557295e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 41971 members 
Mstep: Class 3 contains 84621 members 
Mstep: Class 4 contains 46407 members 
Mstep: Class 5 contains 3286 members 
Mstep: Class 6 contains 70890 members 
Mstep: Class 7 contains 62369 members 
Mstep: Class 8 contains 38004 members 
Mstep: Class 9 contains 3788 members 
Mstep: Class 10 contains 94563 members 
Mstep: Class 11 contains 16095 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 18 contains 16632 members 
Mstep: Class 19 contains 55430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573016.000000 Penalty: 34682.753906
Iteration 139Q: 17 clusters Score -7.557302e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 41981 members 
Mstep: Class 3 contains 84629 members 
Mstep: Class 4 contains 46403 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 70890 members 
Mstep: Class 7 contains 62344 members 
Mstep: Class 8 contains 38010 members 
Mstep: Class 9 contains 3784 members 
Mstep: Class 10 contains 94580 members 
Mstep: Class 11 contains 16095 members 
Mstep: Class 12 contains 3152 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 18 contains 16634 members 
Mstep: Class 19 contains 55432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573056.000000 Penalty: 34682.753906
Iteration 140F: 17 clusters Score -7.557306e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81735 members 
Mstep: Class 2 contains 41990 members 
Mstep: Class 3 contains 84644 members 
Mstep: Class 4 contains 46401 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 70885 members 
Mstep: Class 7 contains 62316 members 
Mstep: Class 8 contains 38005 members 
Mstep: Class 9 contains 3782 members 
Mstep: Class 10 contains 94602 members 
Mstep: Class 11 contains 16093 members 
Mstep: Class 12 contains 3148 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 18 contains 16640 members 
Mstep: Class 19 contains 55435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573008.000000 Penalty: 34682.753906
Iteration 141Q: 17 clusters Score -7.557301e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81726 members 
Mstep: Class 2 contains 41991 members 
Mstep: Class 3 contains 84683 members 
Mstep: Class 4 contains 46400 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 70869 members 
Mstep: Class 7 contains 62294 members 
Mstep: Class 8 contains 38006 members 
Mstep: Class 9 contains 3783 members 
Mstep: Class 10 contains 94619 members 
Mstep: Class 11 contains 16091 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 18 contains 16637 members 
Mstep: Class 19 contains 55435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573032.000000 Penalty: 34682.753906
Iteration 142Q: 17 clusters Score -7.557303e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81717 members 
Mstep: Class 2 contains 41984 members 
Mstep: Class 3 contains 84710 members 
Mstep: Class 4 contains 46401 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 70859 members 
Mstep: Class 7 contains 62280 members 
Mstep: Class 8 contains 38009 members 
Mstep: Class 9 contains 3780 members 
Mstep: Class 10 contains 94646 members 
Mstep: Class 11 contains 16087 members 
Mstep: Class 12 contains 3140 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 18 contains 16635 members 
Mstep: Class 19 contains 55427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573024.000000 Penalty: 34682.753906
Iteration 143Q: 17 clusters Score -7.557302e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81711 members 
Mstep: Class 2 contains 41983 members 
Mstep: Class 3 contains 84737 members 
Mstep: Class 4 contains 46406 members 
Mstep: Class 5 contains 3283 members 
Mstep: Class 6 contains 70846 members 
Mstep: Class 7 contains 62272 members 
Mstep: Class 8 contains 38010 members 
Mstep: Class 9 contains 3774 members 
Mstep: Class 10 contains 94671 members 
Mstep: Class 11 contains 16082 members 
Mstep: Class 12 contains 3136 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 18 contains 16639 members 
Mstep: Class 19 contains 55410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573048.000000 Penalty: 34682.753906
Iteration 144Q: 17 clusters Score -7.557305e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81709 members 
Mstep: Class 2 contains 41984 members 
Mstep: Class 3 contains 84757 members 
Mstep: Class 4 contains 46403 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 70832 members 
Mstep: Class 7 contains 62268 members 
Mstep: Class 8 contains 38012 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 94694 members 
Mstep: Class 11 contains 16075 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 18 contains 16640 members 
Mstep: Class 19 contains 55403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573224.000000 Penalty: 34682.753906
Iteration 145Q: 17 clusters Score -7.557322e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81711 members 
Mstep: Class 2 contains 41984 members 
Mstep: Class 3 contains 84783 members 
Mstep: Class 4 contains 46399 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 70817 members 
Mstep: Class 7 contains 62261 members 
Mstep: Class 8 contains 38019 members 
Mstep: Class 9 contains 3760 members 
Mstep: Class 10 contains 94725 members 
Mstep: Class 11 contains 16063 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 18 contains 16644 members 
Mstep: Class 19 contains 55388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573184.000000 Penalty: 34682.753906
Iteration 146Q: 17 clusters Score -7.557318e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81717 members 
Mstep: Class 2 contains 41981 members 
Mstep: Class 3 contains 84782 members 
Mstep: Class 4 contains 46401 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 70803 members 
Mstep: Class 7 contains 62258 members 
Mstep: Class 8 contains 38027 members 
Mstep: Class 9 contains 3748 members 
Mstep: Class 10 contains 94765 members 
Mstep: Class 11 contains 16057 members 
Mstep: Class 12 contains 3117 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 18 contains 16646 members 
Mstep: Class 19 contains 55378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573288.000000 Penalty: 34682.753906
Iteration 147Q: 17 clusters Score -7.557329e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 41994 members 
Mstep: Class 3 contains 84784 members 
Mstep: Class 4 contains 46404 members 
Mstep: Class 5 contains 3284 members 
Mstep: Class 6 contains 70788 members 
Mstep: Class 7 contains 62251 members 
Mstep: Class 8 contains 38032 members 
Mstep: Class 9 contains 3753 members 
Mstep: Class 10 contains 94775 members 
Mstep: Class 11 contains 16058 members 
Mstep: Class 12 contains 3109 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 15 contains 943 members 
Mstep: Class 18 contains 16644 members 
Mstep: Class 19 contains 55375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573192.000000 Penalty: 34682.753906
Iteration 148Q: 17 clusters Score -7.557319e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81710 members 
Mstep: Class 2 contains 42008 members 
Mstep: Class 3 contains 84781 members 
Mstep: Class 4 contains 46402 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 70787 members 
Mstep: Class 7 contains 62252 members 
Mstep: Class 8 contains 38039 members 
Mstep: Class 9 contains 3754 members 
Mstep: Class 10 contains 94774 members 
Mstep: Class 11 contains 16054 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 18 contains 16643 members 
Mstep: Class 19 contains 55371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573208.000000 Penalty: 34682.753906
Iteration 149Q: 17 clusters Score -7.557321e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81713 members 
Mstep: Class 2 contains 42014 members 
Mstep: Class 3 contains 84788 members 
Mstep: Class 4 contains 46404 members 
Mstep: Class 5 contains 3287 members 
Mstep: Class 6 contains 70783 members 
Mstep: Class 7 contains 62257 members 
Mstep: Class 8 contains 38037 members 
Mstep: Class 9 contains 3752 members 
Mstep: Class 10 contains 94764 members 
Mstep: Class 11 contains 16055 members 
Mstep: Class 12 contains 3099 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 18 contains 16640 members 
Mstep: Class 19 contains 55371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573176.000000 Penalty: 34682.753906
Iteration 150Q: 17 clusters Score -7.557318e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81718 members 
Mstep: Class 2 contains 42018 members 
Mstep: Class 3 contains 84805 members 
Mstep: Class 4 contains 46405 members 
Mstep: Class 5 contains 3291 members 
Mstep: Class 6 contains 70776 members 
Mstep: Class 7 contains 62256 members 
Mstep: Class 8 contains 38031 members 
Mstep: Class 9 contains 3746 members 
Mstep: Class 10 contains 94765 members 
Mstep: Class 11 contains 16052 members 
Mstep: Class 12 contains 3092 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 18 contains 16638 members 
Mstep: Class 19 contains 55370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573176.000000 Penalty: 34682.753906
Iteration 151Q: 17 clusters Score -7.557318e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81713 members 
Mstep: Class 2 contains 42022 members 
Mstep: Class 3 contains 84827 members 
Mstep: Class 4 contains 46407 members 
Mstep: Class 5 contains 3298 members 
Mstep: Class 6 contains 70768 members 
Mstep: Class 7 contains 62257 members 
Mstep: Class 8 contains 38027 members 
Mstep: Class 9 contains 3741 members 
Mstep: Class 10 contains 94755 members 
Mstep: Class 11 contains 16054 members 
Mstep: Class 12 contains 3087 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 18 contains 16637 members 
Mstep: Class 19 contains 55370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573264.000000 Penalty: 34682.753906
Iteration 152Q: 17 clusters Score -7.557326e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81701 members 
Mstep: Class 2 contains 42026 members 
Mstep: Class 3 contains 84836 members 
Mstep: Class 4 contains 46402 members 
Mstep: Class 5 contains 3311 members 
Mstep: Class 6 contains 70756 members 
Mstep: Class 7 contains 62257 members 
Mstep: Class 8 contains 38025 members 
Mstep: Class 9 contains 3736 members 
Mstep: Class 10 contains 94760 members 
Mstep: Class 11 contains 16052 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 18 contains 16639 members 
Mstep: Class 19 contains 55378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573136.000000 Penalty: 34682.753906
Iteration 153Q: 17 clusters Score -7.557314e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 42037 members 
Mstep: Class 3 contains 84850 members 
Mstep: Class 4 contains 46403 members 
Mstep: Class 5 contains 3319 members 
Mstep: Class 6 contains 70757 members 
Mstep: Class 7 contains 62262 members 
Mstep: Class 8 contains 38026 members 
Mstep: Class 9 contains 3731 members 
Mstep: Class 10 contains 94738 members 
Mstep: Class 11 contains 16047 members 
Mstep: Class 12 contains 3078 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 18 contains 16639 members 
Mstep: Class 19 contains 55382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573104.000000 Penalty: 34682.753906
Iteration 154Q: 17 clusters Score -7.55731e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81689 members 
Mstep: Class 2 contains 42050 members 
Mstep: Class 3 contains 84866 members 
Mstep: Class 4 contains 46398 members 
Mstep: Class 5 contains 3319 members 
Mstep: Class 6 contains 70760 members 
Mstep: Class 7 contains 62256 members 
Mstep: Class 8 contains 38023 members 
Mstep: Class 9 contains 3731 members 
Mstep: Class 10 contains 94722 members 
Mstep: Class 11 contains 16045 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 18 contains 16643 members 
Mstep: Class 19 contains 55388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573216.000000 Penalty: 34682.753906
Iteration 155Q: 17 clusters Score -7.557322e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81687 members 
Mstep: Class 2 contains 42060 members 
Mstep: Class 3 contains 84874 members 
Mstep: Class 4 contains 46399 members 
Mstep: Class 5 contains 3323 members 
Mstep: Class 6 contains 70758 members 
Mstep: Class 7 contains 62261 members 
Mstep: Class 8 contains 38019 members 
Mstep: Class 9 contains 3728 members 
Mstep: Class 10 contains 94703 members 
Mstep: Class 11 contains 16042 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 18 contains 16643 members 
Mstep: Class 19 contains 55396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573232.000000 Penalty: 34682.753906
Iteration 156Q: 17 clusters Score -7.557323e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81682 members 
Mstep: Class 2 contains 42061 members 
Mstep: Class 3 contains 84882 members 
Mstep: Class 4 contains 46400 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 70760 members 
Mstep: Class 7 contains 62264 members 
Mstep: Class 8 contains 38013 members 
Mstep: Class 9 contains 3729 members 
Mstep: Class 10 contains 94690 members 
Mstep: Class 11 contains 16044 members 
Mstep: Class 12 contains 3065 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 55399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573232.000000 Penalty: 34682.753906
Iteration 157Q: 17 clusters Score -7.557323e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81677 members 
Mstep: Class 2 contains 42059 members 
Mstep: Class 3 contains 84886 members 
Mstep: Class 4 contains 46401 members 
Mstep: Class 5 contains 3340 members 
Mstep: Class 6 contains 70757 members 
Mstep: Class 7 contains 62263 members 
Mstep: Class 8 contains 38012 members 
Mstep: Class 9 contains 3727 members 
Mstep: Class 10 contains 94689 members 
Mstep: Class 11 contains 16041 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 18 contains 16648 members 
Mstep: Class 19 contains 55401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573200.000000 Penalty: 34682.753906
Iteration 158Q: 17 clusters Score -7.55732e+07 nChanged 107
Entering ConstructFrom: 
Score: -75573200.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (81673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81673 members 
Entering Unmasked Estep 
Score: -10145100.000000 Penalty: 1837.952881
	Iteration 0F: 2 clusters Score -1.01451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -10092646.000000 Penalty: 3675.905762
	Iteration 0F: 3 clusters Score -1.009265e+07 nChanged 38701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -10114879.000000 Penalty: 3675.905762
	Iteration 1F: 3 clusters Score -1.011488e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -10115489.000000 Penalty: 3675.905762
	Iteration 2Q: 3 clusters Score -1.011549e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -10116381.000000 Penalty: 3675.905762
	Iteration 3Q: 3 clusters Score -1.011638e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -10117704.000000 Penalty: 3675.905762
	Iteration 4Q: 3 clusters Score -1.01177e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -10119874.000000 Penalty: 3675.905762
	Iteration 5F: 3 clusters Score -1.011987e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -10123560.000000 Penalty: 3675.905762
	Iteration 6F: 3 clusters Score -1.012356e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -10129303.000000 Penalty: 3675.905762
	Iteration 7F: 3 clusters Score -1.01293e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 71395 members 
Entering Unmasked Estep 
Score: -10135631.000000 Penalty: 3675.905762
	Iteration 8F: 3 clusters Score -1.013563e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 76541 members 
Entering Unmasked Estep 
Score: -10140211.000000 Penalty: 3675.905762
	Iteration 9F: 3 clusters Score -1.014021e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -10142497.000000 Penalty: 3675.905762
	Iteration 10Q: 3 clusters Score -1.01425e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 80512 members 
Entering Unmasked Estep 
Score: -10143375.000000 Penalty: 3675.905762
	Iteration 11Q: 3 clusters Score -1.014338e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -10143708.000000 Penalty: 3675.905762
	Iteration 12Q: 3 clusters Score -1.014371e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 81107 members 
Entering Unmasked Estep 
Score: -10143834.000000 Penalty: 3675.905762
	Iteration 13Q: 3 clusters Score -1.014383e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
Score: -10143890.000000 Penalty: 3675.905762
	Iteration 14Q: 3 clusters Score -1.014389e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 81209 members 
Entering Unmasked Estep 
Score: -10143925.000000 Penalty: 3675.905762
	Iteration 15Q: 3 clusters Score -1.014392e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 81234 members 
Entering Unmasked Estep 
Score: -10143936.000000 Penalty: 3675.905762
	Iteration 16Q: 3 clusters Score -1.014394e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -10143945.000000 Penalty: 3675.905762
	Iteration 17Q: 3 clusters Score -1.014394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 81267 members 
Entering Unmasked Estep 
Score: -10143948.000000 Penalty: 3675.905762
	Iteration 18Q: 3 clusters Score -1.014395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 81276 members 
Entering Unmasked Estep 
Score: -10143947.000000 Penalty: 3675.905762
	Iteration 19Q: 3 clusters Score -1.014395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 81283 members 
Entering Unmasked Estep 
Score: -10143954.000000 Penalty: 3675.905762
	Iteration 20F: 3 clusters Score -1.014395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 81291 members 
Entering Unmasked Estep 
Score: -10143953.000000 Penalty: 3675.905762
	Iteration 21Q: 3 clusters Score -1.014395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 81296 members 
Entering Unmasked Estep 
Score: -10143956.000000 Penalty: 3675.905762
	Iteration 22Q: 3 clusters Score -1.014396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 81298 members 
Entering Unmasked Estep 
Score: -10143952.000000 Penalty: 3675.905762
	Iteration 23Q: 3 clusters Score -1.014395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 81298 members 
Entering Unmasked Estep 
Score: -10143956.000000 Penalty: 3675.905762
	Iteration 24Q: 3 clusters Score -1.014396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -10143953.000000 Penalty: 3675.905762
	Iteration 25Q: 3 clusters Score -1.014395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -10143953.000000 Penalty: 3675.905762
	Iteration 26F: 3 clusters Score -1.014395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Entering Unmasked Estep 
Score: -5236517.500000 Penalty: 1730.113525
	Iteration 0F: 2 clusters Score -5236518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -5208244.000000 Penalty: 3460.227051
	Iteration 0F: 3 clusters Score -5208244 nChanged 19667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -5219164.000000 Penalty: 3460.227051
	Iteration 1F: 3 clusters Score -5219164 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -5219476.500000 Penalty: 3460.227051
	Iteration 2Q: 3 clusters Score -5219476 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -5219798.000000 Penalty: 3460.227051
	Iteration 3Q: 3 clusters Score -5219798 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -5220073.500000 Penalty: 3460.227051
	Iteration 4Q: 3 clusters Score -5220074 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -5220437.500000 Penalty: 3460.227051
	Iteration 5Q: 3 clusters Score -5220438 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -5220838.500000 Penalty: 3460.227051
	Iteration 6Q: 3 clusters Score -5220838 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -5221366.000000 Penalty: 3460.227051
	Iteration 7Q: 3 clusters Score -5221366 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -5222118.000000 Penalty: 3460.227051
	Iteration 8Q: 3 clusters Score -5222118 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -5223420.500000 Penalty: 3460.227051
	Iteration 9F: 3 clusters Score -5223420 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -5225479.500000 Penalty: 3460.227051
	Iteration 10F: 3 clusters Score -5225480 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -5228217.000000 Penalty: 3460.227051
	Iteration 11F: 3 clusters Score -5228217 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -5230968.500000 Penalty: 3460.227051
	Iteration 12F: 3 clusters Score -5230968 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -5232993.500000 Penalty: 3460.227051
	Iteration 13F: 3 clusters Score -5232994 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -5234123.500000 Penalty: 3460.227051
	Iteration 14Q: 3 clusters Score -5234124 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -5234616.000000 Penalty: 3460.227051
	Iteration 15Q: 3 clusters Score -5234616 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -5234793.000000 Penalty: 3460.227051
	Iteration 16Q: 3 clusters Score -5234793 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -5234911.500000 Penalty: 3460.227051
	Iteration 17Q: 3 clusters Score -5234912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -5234961.500000 Penalty: 3460.227051
	Iteration 18Q: 3 clusters Score -5234962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -5234987.000000 Penalty: 3460.227051
	Iteration 19Q: 3 clusters Score -5234987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -5234997.000000 Penalty: 3460.227051
	Iteration 20F: 3 clusters Score -5234997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -5235005.000000 Penalty: 3460.227051
	Iteration 21Q: 3 clusters Score -5235005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -5235012.500000 Penalty: 3460.227051
	Iteration 22Q: 3 clusters Score -5235012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -5235007.500000 Penalty: 3460.227051
	Iteration 23Q: 3 clusters Score -5235008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -5235007.500000 Penalty: 3460.227051
	Iteration 24F: 3 clusters Score -5235008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84890 members 
Entering Unmasked Estep 
Score: -10510443.000000 Penalty: 1844.230591
	Iteration 0F: 2 clusters Score -1.051044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -10455201.000000 Penalty: 3688.461182
	Iteration 0F: 3 clusters Score -1.04552e+07 nChanged 40426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -10478720.000000 Penalty: 3688.461182
	Iteration 1F: 3 clusters Score -1.047872e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -10479454.000000 Penalty: 3688.461182
	Iteration 2Q: 3 clusters Score -1.047945e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -10480200.000000 Penalty: 3688.461182
	Iteration 3Q: 3 clusters Score -1.04802e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -10481260.000000 Penalty: 3688.461182
	Iteration 4Q: 3 clusters Score -1.048126e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -10482800.000000 Penalty: 3688.461182
	Iteration 5Q: 3 clusters Score -1.04828e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -10485195.000000 Penalty: 3688.461182
	Iteration 6F: 3 clusters Score -1.04852e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -10489029.000000 Penalty: 3688.461182
	Iteration 7F: 3 clusters Score -1.048903e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
Score: -10494313.000000 Penalty: 3688.461182
	Iteration 8F: 3 clusters Score -1.049431e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 73990 members 
Entering Unmasked Estep 
Score: -10499945.000000 Penalty: 3688.461182
	Iteration 9F: 3 clusters Score -1.049994e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
Score: -10504073.000000 Penalty: 3688.461182
	Iteration 10F: 3 clusters Score -1.050407e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -10506431.000000 Penalty: 3688.461182
	Iteration 11Q: 3 clusters Score -1.050643e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 83037 members 
Entering Unmasked Estep 
Score: -10507619.000000 Penalty: 3688.461182
	Iteration 12Q: 3 clusters Score -1.050762e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 83793 members 
Entering Unmasked Estep 
Score: -10508215.000000 Penalty: 3688.461182
	Iteration 13Q: 3 clusters Score -1.050822e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 84178 members 
Entering Unmasked Estep 
Score: -10508492.000000 Penalty: 3688.461182
	Iteration 14Q: 3 clusters Score -1.050849e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 84357 members 
Entering Unmasked Estep 
Score: -10508615.000000 Penalty: 3688.461182
	Iteration 15Q: 3 clusters Score -1.050862e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 84439 members 
Entering Unmasked Estep 
Score: -10508686.000000 Penalty: 3688.461182
	Iteration 16Q: 3 clusters Score -1.050869e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 84500 members 
Entering Unmasked Estep 
Score: -10508722.000000 Penalty: 3688.461182
	Iteration 17Q: 3 clusters Score -1.050872e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 84534 members 
Entering Unmasked Estep 
Score: -10508773.000000 Penalty: 3688.461182
	Iteration 18Q: 3 clusters Score -1.050877e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 84555 members 
Entering Unmasked Estep 
Score: -10508804.000000 Penalty: 3688.461182
	Iteration 19Q: 3 clusters Score -1.05088e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -10508823.000000 Penalty: 3688.461182
	Iteration 20F: 3 clusters Score -1.050882e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 84577 members 
Entering Unmasked Estep 
Score: -10508840.000000 Penalty: 3688.461182
	Iteration 21Q: 3 clusters Score -1.050884e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -10508855.000000 Penalty: 3688.461182
	Iteration 22Q: 3 clusters Score -1.050886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 84594 members 
Entering Unmasked Estep 
Score: -10508854.000000 Penalty: 3688.461182
	Iteration 23Q: 3 clusters Score -1.050885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 84600 members 
Entering Unmasked Estep 
Score: -10508860.000000 Penalty: 3688.461182
	Iteration 24Q: 3 clusters Score -1.050886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -10508862.000000 Penalty: 3688.461182
	Iteration 25Q: 3 clusters Score -1.050886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -10508868.000000 Penalty: 3688.461182
	Iteration 26Q: 3 clusters Score -1.050887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -10508868.000000 Penalty: 3688.461182
	Iteration 27F: 3 clusters Score -1.050887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Entering Unmasked Estep 
Score: -5764174.000000 Penalty: 1746.060913
	Iteration 0F: 2 clusters Score -5764174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -5733022.000000 Penalty: 3492.121826
	Iteration 0F: 3 clusters Score -5733022 nChanged 21707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -5745384.500000 Penalty: 3492.121826
	Iteration 1F: 3 clusters Score -5745384 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -5746087.000000 Penalty: 3492.121826
	Iteration 2Q: 3 clusters Score -5746087 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -5747054.500000 Penalty: 3492.121826
	Iteration 3Q: 3 clusters Score -5747054 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -5748372.500000 Penalty: 3492.121826
	Iteration 4F: 3 clusters Score -5748372 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -5749994.500000 Penalty: 3492.121826
	Iteration 5F: 3 clusters Score -5749994 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -5751886.500000 Penalty: 3492.121826
	Iteration 6F: 3 clusters Score -5751886 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -5753679.000000 Penalty: 3492.121826
	Iteration 7F: 3 clusters Score -5753679 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -5755219.500000 Penalty: 3492.121826
	Iteration 8F: 3 clusters Score -5755220 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -5756350.500000 Penalty: 3492.121826
	Iteration 9Q: 3 clusters Score -5756350 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -5757097.500000 Penalty: 3492.121826
	Iteration 10Q: 3 clusters Score -5757098 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -5757611.500000 Penalty: 3492.121826
	Iteration 11Q: 3 clusters Score -5757612 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -5757872.500000 Penalty: 3492.121826
	Iteration 12Q: 3 clusters Score -5757872 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -5758071.000000 Penalty: 3492.121826
	Iteration 13Q: 3 clusters Score -5758071 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -5758187.500000 Penalty: 3492.121826
	Iteration 14Q: 3 clusters Score -5758188 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -5758251.000000 Penalty: 3492.121826
	Iteration 15Q: 3 clusters Score -5758251 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -5758345.500000 Penalty: 3492.121826
	Iteration 16Q: 3 clusters Score -5758346 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -5758407.500000 Penalty: 3492.121826
	Iteration 17Q: 3 clusters Score -5758408 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -5758469.000000 Penalty: 3492.121826
	Iteration 18Q: 3 clusters Score -5758469 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -5758548.000000 Penalty: 3492.121826
	Iteration 19Q: 3 clusters Score -5758548 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -5758602.500000 Penalty: 3492.121826
	Iteration 20F: 3 clusters Score -5758602 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -5758683.500000 Penalty: 3492.121826
	Iteration 21Q: 3 clusters Score -5758684 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -5758716.500000 Penalty: 3492.121826
	Iteration 22Q: 3 clusters Score -5758716 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -5758746.500000 Penalty: 3492.121826
	Iteration 23Q: 3 clusters Score -5758746 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -5758798.000000 Penalty: 3492.121826
	Iteration 24Q: 3 clusters Score -5758798 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -5758855.500000 Penalty: 3492.121826
	Iteration 25Q: 3 clusters Score -5758856 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -5758897.500000 Penalty: 3492.121826
	Iteration 26Q: 3 clusters Score -5758898 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -5758960.500000 Penalty: 3492.121826
	Iteration 27Q: 3 clusters Score -5758960 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -5759005.500000 Penalty: 3492.121826
	Iteration 28Q: 3 clusters Score -5759006 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -5759061.500000 Penalty: 3492.121826
	Iteration 29Q: 3 clusters Score -5759062 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -5759111.000000 Penalty: 3492.121826
	Iteration 30Q: 3 clusters Score -5759111 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -5759161.000000 Penalty: 3492.121826
	Iteration 31Q: 3 clusters Score -5759161 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -5759185.500000 Penalty: 3492.121826
	Iteration 32Q: 3 clusters Score -5759186 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -5759254.000000 Penalty: 3492.121826
	Iteration 33Q: 3 clusters Score -5759254 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -5759305.500000 Penalty: 3492.121826
	Iteration 34Q: 3 clusters Score -5759306 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -5759348.500000 Penalty: 3492.121826
	Iteration 35Q: 3 clusters Score -5759348 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -5759400.000000 Penalty: 3492.121826
	Iteration 36Q: 3 clusters Score -5759400 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -5759454.000000 Penalty: 3492.121826
	Iteration 37Q: 3 clusters Score -5759454 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -5759487.500000 Penalty: 3492.121826
	Iteration 38Q: 3 clusters Score -5759488 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -5759538.500000 Penalty: 3492.121826
	Iteration 39Q: 3 clusters Score -5759538 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -5759572.000000 Penalty: 3492.121826
	Iteration 40F: 3 clusters Score -5759572 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -5759612.500000 Penalty: 3492.121826
	Iteration 41Q: 3 clusters Score -5759612 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -5759665.500000 Penalty: 3492.121826
	Iteration 42Q: 3 clusters Score -5759666 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -5759693.500000 Penalty: 3492.121826
	Iteration 43Q: 3 clusters Score -5759694 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -5759723.000000 Penalty: 3492.121826
	Iteration 44Q: 3 clusters Score -5759723 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -5759779.000000 Penalty: 3492.121826
	Iteration 45Q: 3 clusters Score -5759779 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -5759825.500000 Penalty: 3492.121826
	Iteration 46Q: 3 clusters Score -5759826 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -5759871.000000 Penalty: 3492.121826
	Iteration 47Q: 3 clusters Score -5759871 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -5759917.500000 Penalty: 3492.121826
	Iteration 48Q: 3 clusters Score -5759918 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -5759944.500000 Penalty: 3492.121826
	Iteration 49Q: 3 clusters Score -5759944 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -5759986.000000 Penalty: 3492.121826
	Iteration 50Q: 3 clusters Score -5759986 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -5760002.500000 Penalty: 3492.121826
	Iteration 51Q: 3 clusters Score -5760002 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -5760022.500000 Penalty: 3492.121826
	Iteration 52Q: 3 clusters Score -5760022 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -5760063.500000 Penalty: 3492.121826
	Iteration 53Q: 3 clusters Score -5760064 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -5760075.500000 Penalty: 3492.121826
	Iteration 54Q: 3 clusters Score -5760076 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -5760092.000000 Penalty: 3492.121826
	Iteration 55Q: 3 clusters Score -5760092 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -5760086.000000 Penalty: 3492.121826
	Iteration 56Q: 3 clusters Score -5760086 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -5760119.500000 Penalty: 3492.121826
	Iteration 57Q: 3 clusters Score -5760120 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -5760115.000000 Penalty: 3492.121826
	Iteration 58Q: 3 clusters Score -5760115 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -5760127.500000 Penalty: 3492.121826
	Iteration 59Q: 3 clusters Score -5760128 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -5760153.000000 Penalty: 3492.121826
	Iteration 60F: 3 clusters Score -5760153 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -5760181.000000 Penalty: 3492.121826
	Iteration 61Q: 3 clusters Score -5760181 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -5760219.000000 Penalty: 3492.121826
	Iteration 62Q: 3 clusters Score -5760219 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -5760237.000000 Penalty: 3492.121826
	Iteration 63Q: 3 clusters Score -5760237 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -5760259.000000 Penalty: 3492.121826
	Iteration 64Q: 3 clusters Score -5760259 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -5760270.000000 Penalty: 3492.121826
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5760294 nChanged 160
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Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5760314 nChanged 155
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Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5760344 nChanged 150
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Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5760372 nChanged 154
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Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 9285 members 
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Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 8648 members 
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Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 8230 members 
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Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38549 members 
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Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 7668 members 
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Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 7315 members 
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Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 40330 members 
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Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 5879 members 
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Mstep: Class 1 contains 40714 members 
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Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 5474 members 
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Mstep: Class 1 contains 41139 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41564 members 
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Mstep: Class 1 contains 41781 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41999 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42232 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42449 members 
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Mstep: Class 1 contains 42667 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43516 members 
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Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 2674 members 
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Mstep: Class 1 contains 43929 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 44258 members 
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Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 1971 members 
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Mstep: Class 1 contains 44554 members 
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	Iteration 115Q: 3 clusters Score -5762290 nChanged 120
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Mstep: Class 1 contains 44666 members 
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	Iteration 116Q: 3 clusters Score -5762330 nChanged 115
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Mstep: Class 1 contains 44775 members 
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	Iteration 120F: 3 clusters Score -5762444 nChanged 78
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Mstep: Class 1 contains 45256 members 
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Mstep: Class 1 contains 45349 members 
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	Iteration 125Q: 3 clusters Score -5762576 nChanged 46
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	Iteration 126Q: 3 clusters Score -5762590 nChanged 40
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Mstep: Class 1 contains 45431 members 
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	Iteration 127Q: 3 clusters Score -5762610 nChanged 33
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	Iteration 128Q: 3 clusters Score -5762627 nChanged 26
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Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5762632 nChanged 31
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	Iteration 130Q: 3 clusters Score -5762632 nChanged 36
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	Iteration 131Q: 3 clusters Score -5762639 nChanged 20
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	Iteration 132Q: 3 clusters Score -5762640 nChanged 14
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	Iteration 133Q: 3 clusters Score -5762645 nChanged 10
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	Iteration 134Q: 3 clusters Score -5762650 nChanged 16
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	Iteration 135Q: 3 clusters Score -5762662 nChanged 10
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	Iteration 136Q: 3 clusters Score -5762658 nChanged 7
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	Iteration 137Q: 3 clusters Score -5762664 nChanged 6
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	Iteration 138Q: 3 clusters Score -5762666 nChanged 7
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5762672 nChanged 10
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	Iteration 140F: 3 clusters Score -5762663 nChanged 8
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	Iteration 141Q: 3 clusters Score -5762672 nChanged 7
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Mstep: Class 2 contains 739 members 
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	Iteration 142Q: 3 clusters Score -5762671 nChanged 9
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	Iteration 143Q: 3 clusters Score -5762678 nChanged 11
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5762690 nChanged 8
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	Iteration 146Q: 3 clusters Score -5762688 nChanged 7
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	Iteration 147Q: 3 clusters Score -5762700 nChanged 9
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	Iteration 148Q: 3 clusters Score -5762699 nChanged 3
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	Iteration 149Q: 3 clusters Score -5762704 nChanged 5
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	Iteration 150Q: 3 clusters Score -5762706 nChanged 9
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	Iteration 151Q: 3 clusters Score -5762703 nChanged 4
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	Iteration 152Q: 3 clusters Score -5762710 nChanged 4
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	Iteration 153Q: 3 clusters Score -5762709 nChanged 6
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	Iteration 154Q: 3 clusters Score -5762708 nChanged 12
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	Iteration 155Q: 3 clusters Score -5762714 nChanged 12
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	Iteration 156Q: 3 clusters Score -5762730 nChanged 13
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	Iteration 157Q: 3 clusters Score -5762724 nChanged 4
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	Iteration 158Q: 3 clusters Score -5762730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5762725.000000 Penalty: 3492.121826
	Iteration 159Q: 3 clusters Score -5762725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5762729.000000 Penalty: 3492.121826
	Iteration 160F: 3 clusters Score -5762729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Entering Unmasked Estep 
Score: -419486.437500 Penalty: 1318.917725
	Iteration 0F: 2 clusters Score -419486.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -416546.406250 Penalty: 2637.835449
	Iteration 0F: 3 clusters Score -416546.4 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -417280.781250 Penalty: 2637.835449
	Iteration 1F: 3 clusters Score -417280.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -417423.125000 Penalty: 2637.835449
	Iteration 2F: 3 clusters Score -417423.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -417497.593750 Penalty: 2637.835449
	Iteration 3Q: 3 clusters Score -417497.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -417537.875000 Penalty: 2637.835449
	Iteration 4Q: 3 clusters Score -417537.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -417570.218750 Penalty: 2637.835449
	Iteration 5Q: 3 clusters Score -417570.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -417592.750000 Penalty: 2637.835449
	Iteration 6Q: 3 clusters Score -417592.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -417618.968750 Penalty: 2637.835449
	Iteration 7Q: 3 clusters Score -417619 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -417646.812500 Penalty: 2637.835449
	Iteration 8Q: 3 clusters Score -417646.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -417675.937500 Penalty: 2637.835449
	Iteration 9Q: 3 clusters Score -417675.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -417701.062500 Penalty: 2637.835449
	Iteration 10Q: 3 clusters Score -417701.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -417719.437500 Penalty: 2637.835449
	Iteration 11Q: 3 clusters Score -417719.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -417740.281250 Penalty: 2637.835449
	Iteration 12Q: 3 clusters Score -417740.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -417765.125000 Penalty: 2637.835449
	Iteration 13Q: 3 clusters Score -417765.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -417786.093750 Penalty: 2637.835449
	Iteration 14Q: 3 clusters Score -417786.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -417803.375000 Penalty: 2637.835449
	Iteration 15Q: 3 clusters Score -417803.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -417819.656250 Penalty: 2637.835449
	Iteration 16Q: 3 clusters Score -417819.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -417825.906250 Penalty: 2637.835449
	Iteration 17Q: 3 clusters Score -417825.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -417834.625000 Penalty: 2637.835449
	Iteration 18Q: 3 clusters Score -417834.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -417841.531250 Penalty: 2637.835449
	Iteration 19Q: 3 clusters Score -417841.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -417850.687500 Penalty: 2637.835449
	Iteration 20F: 3 clusters Score -417850.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -417862.687500 Penalty: 2637.835449
	Iteration 21Q: 3 clusters Score -417862.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -417872.187500 Penalty: 2637.835449
	Iteration 22Q: 3 clusters Score -417872.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -417882.437500 Penalty: 2637.835449
	Iteration 23Q: 3 clusters Score -417882.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -417895.812500 Penalty: 2637.835449
	Iteration 24Q: 3 clusters Score -417895.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -417907.343750 Penalty: 2637.835449
	Iteration 25Q: 3 clusters Score -417907.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -417918.281250 Penalty: 2637.835449
	Iteration 26Q: 3 clusters Score -417918.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -417936.875000 Penalty: 2637.835449
	Iteration 27Q: 3 clusters Score -417936.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -417951.968750 Penalty: 2637.835449
	Iteration 28Q: 3 clusters Score -417952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -417971.250000 Penalty: 2637.835449
	Iteration 29Q: 3 clusters Score -417971.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -417982.468750 Penalty: 2637.835449
	Iteration 30Q: 3 clusters Score -417982.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -417991.093750 Penalty: 2637.835449
	Iteration 31Q: 3 clusters Score -417991.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -418000.843750 Penalty: 2637.835449
	Iteration 32Q: 3 clusters Score -418000.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -418009.781250 Penalty: 2637.835449
	Iteration 33Q: 3 clusters Score -418009.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -418020.000000 Penalty: 2637.835449
	Iteration 34Q: 3 clusters Score -418020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -418028.312500 Penalty: 2637.835449
	Iteration 35Q: 3 clusters Score -418028.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -418036.718750 Penalty: 2637.835449
	Iteration 36Q: 3 clusters Score -418036.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -418045.750000 Penalty: 2637.835449
	Iteration 37Q: 3 clusters Score -418045.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -418053.750000 Penalty: 2637.835449
	Iteration 38Q: 3 clusters Score -418053.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -418062.187500 Penalty: 2637.835449
	Iteration 39Q: 3 clusters Score -418062.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -418066.468750 Penalty: 2637.835449
	Iteration 40F: 3 clusters Score -418066.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -418072.906250 Penalty: 2637.835449
	Iteration 41Q: 3 clusters Score -418072.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -418081.875000 Penalty: 2637.835449
	Iteration 42Q: 3 clusters Score -418081.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -418092.562500 Penalty: 2637.835449
	Iteration 43Q: 3 clusters Score -418092.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -418108.343750 Penalty: 2637.835449
	Iteration 44Q: 3 clusters Score -418108.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -418122.906250 Penalty: 2637.835449
	Iteration 45Q: 3 clusters Score -418122.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -418134.468750 Penalty: 2637.835449
	Iteration 46Q: 3 clusters Score -418134.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -418148.468750 Penalty: 2637.835449
	Iteration 47Q: 3 clusters Score -418148.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -418163.375000 Penalty: 2637.835449
	Iteration 48Q: 3 clusters Score -418163.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -418177.437500 Penalty: 2637.835449
	Iteration 49Q: 3 clusters Score -418177.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -418187.875000 Penalty: 2637.835449
	Iteration 50Q: 3 clusters Score -418187.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -418196.406250 Penalty: 2637.835449
	Iteration 51Q: 3 clusters Score -418196.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -418208.656250 Penalty: 2637.835449
	Iteration 52Q: 3 clusters Score -418208.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -418219.093750 Penalty: 2637.835449
	Iteration 53Q: 3 clusters Score -418219.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -418230.500000 Penalty: 2637.835449
	Iteration 54Q: 3 clusters Score -418230.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -418237.218750 Penalty: 2637.835449
	Iteration 55Q: 3 clusters Score -418237.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -418247.531250 Penalty: 2637.835449
	Iteration 56Q: 3 clusters Score -418247.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -418262.593750 Penalty: 2637.835449
	Iteration 57Q: 3 clusters Score -418262.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -418273.312500 Penalty: 2637.835449
	Iteration 58Q: 3 clusters Score -418273.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -418281.718750 Penalty: 2637.835449
	Iteration 59Q: 3 clusters Score -418281.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -418287.031250 Penalty: 2637.835449
	Iteration 60F: 3 clusters Score -418287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -418292.875000 Penalty: 2637.835449
	Iteration 61Q: 3 clusters Score -418292.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -418299.781250 Penalty: 2637.835449
	Iteration 62Q: 3 clusters Score -418299.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -418304.406250 Penalty: 2637.835449
	Iteration 63Q: 3 clusters Score -418304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -418305.562500 Penalty: 2637.835449
	Iteration 64Q: 3 clusters Score -418305.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -418308.343750 Penalty: 2637.835449
	Iteration 65Q: 3 clusters Score -418308.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -418309.906250 Penalty: 2637.835449
	Iteration 66Q: 3 clusters Score -418309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -418310.968750 Penalty: 2637.835449
	Iteration 67Q: 3 clusters Score -418311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -418311.343750 Penalty: 2637.835449
	Iteration 68Q: 3 clusters Score -418311.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -418312.062500 Penalty: 2637.835449
	Iteration 69Q: 3 clusters Score -418312.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -418312.062500 Penalty: 2637.835449
	Iteration 70F: 3 clusters Score -418312.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70756 members 
Entering Unmasked Estep 
Score: -8812732.000000 Penalty: 1814.636230
	Iteration 0F: 2 clusters Score -8812732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -8766613.000000 Penalty: 3629.272461
	Iteration 0F: 3 clusters Score -8766613 nChanged 33563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -8785887.000000 Penalty: 3629.272461
	Iteration 1F: 3 clusters Score -8785887 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -8786488.000000 Penalty: 3629.272461
	Iteration 2Q: 3 clusters Score -8786488 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -8787180.000000 Penalty: 3629.272461
	Iteration 3Q: 3 clusters Score -8787180 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -8787856.000000 Penalty: 3629.272461
	Iteration 4Q: 3 clusters Score -8787856 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -8788814.000000 Penalty: 3629.272461
	Iteration 5Q: 3 clusters Score -8788814 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -8790017.000000 Penalty: 3629.272461
	Iteration 6Q: 3 clusters Score -8790017 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -8791601.000000 Penalty: 3629.272461
	Iteration 7Q: 3 clusters Score -8791601 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -8793521.000000 Penalty: 3629.272461
	Iteration 8Q: 3 clusters Score -8793521 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -8795856.000000 Penalty: 3629.272461
	Iteration 9F: 3 clusters Score -8795856 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -8798391.000000 Penalty: 3629.272461
	Iteration 10F: 3 clusters Score -8798391 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -8800394.000000 Penalty: 3629.272461
	Iteration 11F: 3 clusters Score -8800394 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50946 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -8801710.000000 Penalty: 3629.272461
	Iteration 12Q: 3 clusters Score -8801710 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -8802399.000000 Penalty: 3629.272461
	Iteration 13Q: 3 clusters Score -8802399 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -8802919.000000 Penalty: 3629.272461
	Iteration 14Q: 3 clusters Score -8802919 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -8803329.000000 Penalty: 3629.272461
	Iteration 15Q: 3 clusters Score -8803329 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -8803770.000000 Penalty: 3629.272461
	Iteration 16Q: 3 clusters Score -8803770 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -8804233.000000 Penalty: 3629.272461
	Iteration 17Q: 3 clusters Score -8804233 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -8804708.000000 Penalty: 3629.272461
	Iteration 18Q: 3 clusters Score -8804708 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -8805229.000000 Penalty: 3629.272461
	Iteration 19Q: 3 clusters Score -8805229 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -8805740.000000 Penalty: 3629.272461
	Iteration 20F: 3 clusters Score -8805740 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -8806319.000000 Penalty: 3629.272461
	Iteration 21Q: 3 clusters Score -8806319 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -8806879.000000 Penalty: 3629.272461
	Iteration 22Q: 3 clusters Score -8806879 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -8807530.000000 Penalty: 3629.272461
	Iteration 23Q: 3 clusters Score -8807530 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -8808123.000000 Penalty: 3629.272461
	Iteration 24Q: 3 clusters Score -8808123 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -8808687.000000 Penalty: 3629.272461
	Iteration 25Q: 3 clusters Score -8808687 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -8809224.000000 Penalty: 3629.272461
	Iteration 26Q: 3 clusters Score -8809224 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67730 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -8809721.000000 Penalty: 3629.272461
	Iteration 27Q: 3 clusters Score -8809721 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -8810059.000000 Penalty: 3629.272461
	Iteration 28Q: 3 clusters Score -8810059 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68709 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8810332.000000 Penalty: 3629.272461
	Iteration 29Q: 3 clusters Score -8810332 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69064 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8810569.000000 Penalty: 3629.272461
	Iteration 30Q: 3 clusters Score -8810569 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8810729.000000 Penalty: 3629.272461
	Iteration 31Q: 3 clusters Score -8810729 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8810845.000000 Penalty: 3629.272461
	Iteration 32Q: 3 clusters Score -8810845 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69694 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8810939.000000 Penalty: 3629.272461
	Iteration 33Q: 3 clusters Score -8810939 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8810992.000000 Penalty: 3629.272461
	Iteration 34Q: 3 clusters Score -8810992 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8811038.000000 Penalty: 3629.272461
	Iteration 35Q: 3 clusters Score -8811038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69965 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8811060.000000 Penalty: 3629.272461
	Iteration 36Q: 3 clusters Score -8811060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8811094.000000 Penalty: 3629.272461
	Iteration 37Q: 3 clusters Score -8811094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8811111.000000 Penalty: 3629.272461
	Iteration 38Q: 3 clusters Score -8811111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70080 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8811135.000000 Penalty: 3629.272461
	Iteration 39Q: 3 clusters Score -8811135 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70106 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8811150.000000 Penalty: 3629.272461
	Iteration 40F: 3 clusters Score -8811150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70122 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8811172.000000 Penalty: 3629.272461
	Iteration 41Q: 3 clusters Score -8811172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70143 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8811168.000000 Penalty: 3629.272461
	Iteration 42Q: 3 clusters Score -8811168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8811181.000000 Penalty: 3629.272461
	Iteration 43Q: 3 clusters Score -8811181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8811194.000000 Penalty: 3629.272461
	Iteration 44Q: 3 clusters Score -8811194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70185 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8811200.000000 Penalty: 3629.272461
	Iteration 45Q: 3 clusters Score -8811200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8811203.000000 Penalty: 3629.272461
	Iteration 46Q: 3 clusters Score -8811203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8811208.000000 Penalty: 3629.272461
	Iteration 47Q: 3 clusters Score -8811208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70209 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8811214.000000 Penalty: 3629.272461
	Iteration 48Q: 3 clusters Score -8811214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70214 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8811220.000000 Penalty: 3629.272461
	Iteration 49Q: 3 clusters Score -8811220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8811219.000000 Penalty: 3629.272461
	Iteration 50Q: 3 clusters Score -8811219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70223 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8811223.000000 Penalty: 3629.272461
	Iteration 51Q: 3 clusters Score -8811223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70223 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8811228.000000 Penalty: 3629.272461
	Iteration 52Q: 3 clusters Score -8811228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70222 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8811231.000000 Penalty: 3629.272461
	Iteration 53Q: 3 clusters Score -8811231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70222 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8811235.000000 Penalty: 3629.272461
	Iteration 54Q: 3 clusters Score -8811235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70223 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8811232.000000 Penalty: 3629.272461
	Iteration 55Q: 3 clusters Score -8811232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70224 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8811236.000000 Penalty: 3629.272461
	Iteration 56Q: 3 clusters Score -8811236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8811232.000000 Penalty: 3629.272461
	Iteration 57Q: 3 clusters Score -8811232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8811232.000000 Penalty: 3629.272461
	Iteration 58F: 3 clusters Score -8811232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (62259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62259 members 
Entering Unmasked Estep 
Score: -7748414.500000 Penalty: 1793.847046
	Iteration 0F: 2 clusters Score -7748414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -7707064.000000 Penalty: 3587.694092
	Iteration 0F: 3 clusters Score -7707064 nChanged 29493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -7723822.000000 Penalty: 3587.694092
	Iteration 1F: 3 clusters Score -7723822 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -7724432.000000 Penalty: 3587.694092
	Iteration 2Q: 3 clusters Score -7724432 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -7725299.500000 Penalty: 3587.694092
	Iteration 3Q: 3 clusters Score -7725300 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -7726636.000000 Penalty: 3587.694092
	Iteration 4Q: 3 clusters Score -7726636 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -7728830.500000 Penalty: 3587.694092
	Iteration 5F: 3 clusters Score -7728830 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -7732434.000000 Penalty: 3587.694092
	Iteration 6F: 3 clusters Score -7732434 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -7737347.500000 Penalty: 3587.694092
	Iteration 7F: 3 clusters Score -7737348 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -7741628.000000 Penalty: 3587.694092
	Iteration 8F: 3 clusters Score -7741628 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -7744279.000000 Penalty: 3587.694092
	Iteration 9Q: 3 clusters Score -7744279 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57584 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -7745612.000000 Penalty: 3587.694092
	Iteration 10Q: 3 clusters Score -7745612 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -7746156.000000 Penalty: 3587.694092
	Iteration 11Q: 3 clusters Score -7746156 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -7746443.500000 Penalty: 3587.694092
	Iteration 12Q: 3 clusters Score -7746444 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -7746636.000000 Penalty: 3587.694092
	Iteration 13Q: 3 clusters Score -7746636 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7746750.000000 Penalty: 3587.694092
	Iteration 14Q: 3 clusters Score -7746750 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -7746840.000000 Penalty: 3587.694092
	Iteration 15Q: 3 clusters Score -7746840 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -7746927.500000 Penalty: 3587.694092
	Iteration 16Q: 3 clusters Score -7746928 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7746950.000000 Penalty: 3587.694092
	Iteration 17Q: 3 clusters Score -7746950 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60295 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7746989.500000 Penalty: 3587.694092
	Iteration 18Q: 3 clusters Score -7746990 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7746986.000000 Penalty: 3587.694092
	Iteration 19Q: 3 clusters Score -7746986 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -7747011.000000 Penalty: 3587.694092
	Iteration 20F: 3 clusters Score -7747011 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7747030.000000 Penalty: 3587.694092
	Iteration 21Q: 3 clusters Score -7747030 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7747036.500000 Penalty: 3587.694092
	Iteration 22Q: 3 clusters Score -7747036 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60777 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -7747046.500000 Penalty: 3587.694092
	Iteration 23Q: 3 clusters Score -7747046 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -7747081.000000 Penalty: 3587.694092
	Iteration 24Q: 3 clusters Score -7747081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7747096.000000 Penalty: 3587.694092
	Iteration 25Q: 3 clusters Score -7747096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7747094.500000 Penalty: 3587.694092
	Iteration 26Q: 3 clusters Score -7747094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7747117.000000 Penalty: 3587.694092
	Iteration 27Q: 3 clusters Score -7747117 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7747113.500000 Penalty: 3587.694092
	Iteration 28Q: 3 clusters Score -7747114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7747131.000000 Penalty: 3587.694092
	Iteration 29Q: 3 clusters Score -7747131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7747137.500000 Penalty: 3587.694092
	Iteration 30Q: 3 clusters Score -7747138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7747145.500000 Penalty: 3587.694092
	Iteration 31Q: 3 clusters Score -7747146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7747158.000000 Penalty: 3587.694092
	Iteration 32Q: 3 clusters Score -7747158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7747152.500000 Penalty: 3587.694092
	Iteration 33Q: 3 clusters Score -7747152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7747159.000000 Penalty: 3587.694092
	Iteration 34Q: 3 clusters Score -7747159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7747157.000000 Penalty: 3587.694092
	Iteration 35Q: 3 clusters Score -7747157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7747159.000000 Penalty: 3587.694092
	Iteration 36Q: 3 clusters Score -7747159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61176 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7747155.500000 Penalty: 3587.694092
	Iteration 37Q: 3 clusters Score -7747156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7747157.500000 Penalty: 3587.694092
	Iteration 38Q: 3 clusters Score -7747158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61191 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7747165.500000 Penalty: 3587.694092
	Iteration 39Q: 3 clusters Score -7747166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7747164.500000 Penalty: 3587.694092
	Iteration 40F: 3 clusters Score -7747164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7747152.500000 Penalty: 3587.694092
	Iteration 41Q: 3 clusters Score -7747152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7747154.000000 Penalty: 3587.694092
	Iteration 42Q: 3 clusters Score -7747154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61216 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7747162.500000 Penalty: 3587.694092
	Iteration 43Q: 3 clusters Score -7747162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61219 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7747162.500000 Penalty: 3587.694092
	Iteration 44Q: 3 clusters Score -7747162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7747162.000000 Penalty: 3587.694092
	Iteration 45Q: 3 clusters Score -7747162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7747164.000000 Penalty: 3587.694092
	Iteration 46Q: 3 clusters Score -7747164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61230 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7747161.500000 Penalty: 3587.694092
	Iteration 47Q: 3 clusters Score -7747162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7747170.000000 Penalty: 3587.694092
	Iteration 48Q: 3 clusters Score -7747170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61240 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7747175.500000 Penalty: 3587.694092
	Iteration 49Q: 3 clusters Score -7747176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61244 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7747176.000000 Penalty: 3587.694092
	Iteration 50Q: 3 clusters Score -7747176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7747170.000000 Penalty: 3587.694092
	Iteration 51Q: 3 clusters Score -7747170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7747167.500000 Penalty: 3587.694092
	Iteration 52Q: 3 clusters Score -7747168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7747176.000000 Penalty: 3587.694092
	Iteration 53Q: 3 clusters Score -7747176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61251 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7747181.500000 Penalty: 3587.694092
	Iteration 54Q: 3 clusters Score -7747182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7747184.000000 Penalty: 3587.694092
	Iteration 55Q: 3 clusters Score -7747184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7747184.000000 Penalty: 3587.694092
	Iteration 56Q: 3 clusters Score -7747184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7747182.500000 Penalty: 3587.694092
	Iteration 57Q: 3 clusters Score -7747182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7747180.500000 Penalty: 3587.694092
	Iteration 58Q: 3 clusters Score -7747180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7747180.000000 Penalty: 3587.694092
	Iteration 59Q: 3 clusters Score -7747180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61264 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7747177.000000 Penalty: 3587.694092
	Iteration 60F: 3 clusters Score -7747177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7747177.000000 Penalty: 3587.694092
	Iteration 61Q: 3 clusters Score -7747177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7747177.000000 Penalty: 3587.694092
	Iteration 62F: 3 clusters Score -7747177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Entering Unmasked Estep 
Score: -4728312.500000 Penalty: 1713.664917
	Iteration 0F: 2 clusters Score -4728312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -4702859.000000 Penalty: 3427.329834
	Iteration 0F: 3 clusters Score -4702859 nChanged 17723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -4712815.000000 Penalty: 3427.329834
	Iteration 1F: 3 clusters Score -4712815 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -4713371.000000 Penalty: 3427.329834
	Iteration 2Q: 3 clusters Score -4713371 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4713962.000000 Penalty: 3427.329834
	Iteration 3Q: 3 clusters Score -4713962 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -4714669.000000 Penalty: 3427.329834
	Iteration 4Q: 3 clusters Score -4714669 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -4715610.500000 Penalty: 3427.329834
	Iteration 5Q: 3 clusters Score -4715610 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -4716818.000000 Penalty: 3427.329834
	Iteration 6F: 3 clusters Score -4716818 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4718162.500000 Penalty: 3427.329834
	Iteration 7F: 3 clusters Score -4718162 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -4719581.000000 Penalty: 3427.329834
	Iteration 8F: 3 clusters Score -4719581 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -4720756.500000 Penalty: 3427.329834
	Iteration 9F: 3 clusters Score -4720756 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -4721520.500000 Penalty: 3427.329834
	Iteration 10Q: 3 clusters Score -4721520 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -4721841.000000 Penalty: 3427.329834
	Iteration 11Q: 3 clusters Score -4721841 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -4722038.000000 Penalty: 3427.329834
	Iteration 12Q: 3 clusters Score -4722038 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -4722120.000000 Penalty: 3427.329834
	Iteration 13Q: 3 clusters Score -4722120 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -4722211.500000 Penalty: 3427.329834
	Iteration 14Q: 3 clusters Score -4722212 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -4722298.500000 Penalty: 3427.329834
	Iteration 15Q: 3 clusters Score -4722298 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -4722411.500000 Penalty: 3427.329834
	Iteration 16Q: 3 clusters Score -4722412 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -4722502.500000 Penalty: 3427.329834
	Iteration 17Q: 3 clusters Score -4722502 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -4722602.500000 Penalty: 3427.329834
	Iteration 18Q: 3 clusters Score -4722602 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -4722716.000000 Penalty: 3427.329834
	Iteration 19Q: 3 clusters Score -4722716 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -4722836.500000 Penalty: 3427.329834
	Iteration 20F: 3 clusters Score -4722836 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -4722945.500000 Penalty: 3427.329834
	Iteration 21Q: 3 clusters Score -4722946 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -4723045.500000 Penalty: 3427.329834
	Iteration 22Q: 3 clusters Score -4723046 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -4723188.500000 Penalty: 3427.329834
	Iteration 23Q: 3 clusters Score -4723188 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -4723279.500000 Penalty: 3427.329834
	Iteration 24Q: 3 clusters Score -4723280 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -4723407.500000 Penalty: 3427.329834
	Iteration 25Q: 3 clusters Score -4723408 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -4723570.500000 Penalty: 3427.329834
	Iteration 26Q: 3 clusters Score -4723570 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -4723725.500000 Penalty: 3427.329834
	Iteration 27Q: 3 clusters Score -4723726 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -4723861.000000 Penalty: 3427.329834
	Iteration 28Q: 3 clusters Score -4723861 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -4724036.000000 Penalty: 3427.329834
	Iteration 29Q: 3 clusters Score -4724036 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -4724225.000000 Penalty: 3427.329834
	Iteration 30Q: 3 clusters Score -4724225 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -4724420.500000 Penalty: 3427.329834
	Iteration 31Q: 3 clusters Score -4724420 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -4724633.500000 Penalty: 3427.329834
	Iteration 32Q: 3 clusters Score -4724634 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -4724845.500000 Penalty: 3427.329834
	Iteration 33Q: 3 clusters Score -4724846 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4725049.000000 Penalty: 3427.329834
	Iteration 34Q: 3 clusters Score -4725049 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -4725227.500000 Penalty: 3427.329834
	Iteration 35Q: 3 clusters Score -4725228 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -4725385.000000 Penalty: 3427.329834
	Iteration 36Q: 3 clusters Score -4725385 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -4725566.000000 Penalty: 3427.329834
	Iteration 37Q: 3 clusters Score -4725566 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4725729.000000 Penalty: 3427.329834
	Iteration 38Q: 3 clusters Score -4725729 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4725866.000000 Penalty: 3427.329834
	Iteration 39Q: 3 clusters Score -4725866 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4725992.500000 Penalty: 3427.329834
	Iteration 40F: 3 clusters Score -4725992 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4726095.500000 Penalty: 3427.329834
	Iteration 41Q: 3 clusters Score -4726096 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4726214.500000 Penalty: 3427.329834
	Iteration 42Q: 3 clusters Score -4726214 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4726280.500000 Penalty: 3427.329834
	Iteration 43Q: 3 clusters Score -4726280 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4726380.500000 Penalty: 3427.329834
	Iteration 44Q: 3 clusters Score -4726380 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4726454.500000 Penalty: 3427.329834
	Iteration 45Q: 3 clusters Score -4726454 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4726537.500000 Penalty: 3427.329834
	Iteration 46Q: 3 clusters Score -4726538 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4726629.500000 Penalty: 3427.329834
	Iteration 47Q: 3 clusters Score -4726630 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4726693.500000 Penalty: 3427.329834
	Iteration 48Q: 3 clusters Score -4726694 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4726761.000000 Penalty: 3427.329834
	Iteration 49Q: 3 clusters Score -4726761 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4726817.000000 Penalty: 3427.329834
	Iteration 50Q: 3 clusters Score -4726817 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4726858.500000 Penalty: 3427.329834
	Iteration 51Q: 3 clusters Score -4726858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4726896.500000 Penalty: 3427.329834
	Iteration 52Q: 3 clusters Score -4726896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4726912.500000 Penalty: 3427.329834
	Iteration 53Q: 3 clusters Score -4726912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4726920.000000 Penalty: 3427.329834
	Iteration 54Q: 3 clusters Score -4726920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4726932.000000 Penalty: 3427.329834
	Iteration 55Q: 3 clusters Score -4726932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4726939.500000 Penalty: 3427.329834
	Iteration 56Q: 3 clusters Score -4726940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4726954.000000 Penalty: 3427.329834
	Iteration 57Q: 3 clusters Score -4726954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4726965.000000 Penalty: 3427.329834
	Iteration 58Q: 3 clusters Score -4726965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4726982.500000 Penalty: 3427.329834
	Iteration 59Q: 3 clusters Score -4726982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4726989.000000 Penalty: 3427.329834
	Iteration 60F: 3 clusters Score -4726989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4727006.000000 Penalty: 3427.329834
	Iteration 61Q: 3 clusters Score -4727006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4727004.000000 Penalty: 3427.329834
	Iteration 62Q: 3 clusters Score -4727004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4727010.500000 Penalty: 3427.329834
	Iteration 63Q: 3 clusters Score -4727010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4727010.500000 Penalty: 3427.329834
	Iteration 64F: 3 clusters Score -4727010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Entering Unmasked Estep 
Score: -471559.687500 Penalty: 1336.121338
	Iteration 0F: 2 clusters Score -471559.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -468362.406250 Penalty: 2672.242676
	Iteration 0F: 3 clusters Score -468362.4 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -469121.968750 Penalty: 2672.242676
	Iteration 1F: 3 clusters Score -469122 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -469263.031250 Penalty: 2672.242676
	Iteration 2F: 3 clusters Score -469263 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -469365.000000 Penalty: 2672.242676
	Iteration 3F: 3 clusters Score -469365 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -469428.156250 Penalty: 2672.242676
	Iteration 4Q: 3 clusters Score -469428.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -469476.562500 Penalty: 2672.242676
	Iteration 5Q: 3 clusters Score -469476.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -469509.843750 Penalty: 2672.242676
	Iteration 6Q: 3 clusters Score -469509.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -469533.500000 Penalty: 2672.242676
	Iteration 7Q: 3 clusters Score -469533.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -469553.062500 Penalty: 2672.242676
	Iteration 8Q: 3 clusters Score -469553.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -469567.656250 Penalty: 2672.242676
	Iteration 9Q: 3 clusters Score -469567.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -469585.812500 Penalty: 2672.242676
	Iteration 10Q: 3 clusters Score -469585.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -469599.406250 Penalty: 2672.242676
	Iteration 11Q: 3 clusters Score -469599.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -469614.343750 Penalty: 2672.242676
	Iteration 12Q: 3 clusters Score -469614.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -469627.062500 Penalty: 2672.242676
	Iteration 13Q: 3 clusters Score -469627.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -469634.312500 Penalty: 2672.242676
	Iteration 14Q: 3 clusters Score -469634.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -469645.656250 Penalty: 2672.242676
	Iteration 15Q: 3 clusters Score -469645.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -469656.187500 Penalty: 2672.242676
	Iteration 16Q: 3 clusters Score -469656.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -469668.062500 Penalty: 2672.242676
	Iteration 17Q: 3 clusters Score -469668.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -469680.843750 Penalty: 2672.242676
	Iteration 18Q: 3 clusters Score -469680.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -469692.625000 Penalty: 2672.242676
	Iteration 19Q: 3 clusters Score -469692.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -469705.468750 Penalty: 2672.242676
	Iteration 20F: 3 clusters Score -469705.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -469715.281250 Penalty: 2672.242676
	Iteration 21Q: 3 clusters Score -469715.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -469724.937500 Penalty: 2672.242676
	Iteration 22Q: 3 clusters Score -469724.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -469735.062500 Penalty: 2672.242676
	Iteration 23Q: 3 clusters Score -469735.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -469743.750000 Penalty: 2672.242676
	Iteration 24Q: 3 clusters Score -469743.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -469762.562500 Penalty: 2672.242676
	Iteration 25Q: 3 clusters Score -469762.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -469783.093750 Penalty: 2672.242676
	Iteration 26Q: 3 clusters Score -469783.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -469802.906250 Penalty: 2672.242676
	Iteration 27Q: 3 clusters Score -469802.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -469823.531250 Penalty: 2672.242676
	Iteration 28Q: 3 clusters Score -469823.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -469844.968750 Penalty: 2672.242676
	Iteration 29Q: 3 clusters Score -469845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -469872.343750 Penalty: 2672.242676
	Iteration 30Q: 3 clusters Score -469872.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -469894.281250 Penalty: 2672.242676
	Iteration 31Q: 3 clusters Score -469894.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -469917.750000 Penalty: 2672.242676
	Iteration 32Q: 3 clusters Score -469917.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -469939.312500 Penalty: 2672.242676
	Iteration 33Q: 3 clusters Score -469939.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -469966.718750 Penalty: 2672.242676
	Iteration 34Q: 3 clusters Score -469966.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -469982.812500 Penalty: 2672.242676
	Iteration 35Q: 3 clusters Score -469982.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -469998.968750 Penalty: 2672.242676
	Iteration 36Q: 3 clusters Score -469999 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -470017.656250 Penalty: 2672.242676
	Iteration 37Q: 3 clusters Score -470017.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -470040.906250 Penalty: 2672.242676
	Iteration 38Q: 3 clusters Score -470040.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -470069.937500 Penalty: 2672.242676
	Iteration 39Q: 3 clusters Score -470069.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -470097.968750 Penalty: 2672.242676
	Iteration 40F: 3 clusters Score -470098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -470127.093750 Penalty: 2672.242676
	Iteration 41Q: 3 clusters Score -470127.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -470159.218750 Penalty: 2672.242676
	Iteration 42Q: 3 clusters Score -470159.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -470186.812500 Penalty: 2672.242676
	Iteration 43Q: 3 clusters Score -470186.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -470215.343750 Penalty: 2672.242676
	Iteration 44Q: 3 clusters Score -470215.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -470241.375000 Penalty: 2672.242676
	Iteration 45Q: 3 clusters Score -470241.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -470259.375000 Penalty: 2672.242676
	Iteration 46Q: 3 clusters Score -470259.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -470286.000000 Penalty: 2672.242676
	Iteration 47Q: 3 clusters Score -470286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -470316.687500 Penalty: 2672.242676
	Iteration 48Q: 3 clusters Score -470316.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -470342.562500 Penalty: 2672.242676
	Iteration 49Q: 3 clusters Score -470342.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -470361.562500 Penalty: 2672.242676
	Iteration 50Q: 3 clusters Score -470361.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -470371.718750 Penalty: 2672.242676
	Iteration 51Q: 3 clusters Score -470371.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -470381.468750 Penalty: 2672.242676
	Iteration 52Q: 3 clusters Score -470381.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -470386.250000 Penalty: 2672.242676
	Iteration 53Q: 3 clusters Score -470386.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -470392.593750 Penalty: 2672.242676
	Iteration 54Q: 3 clusters Score -470392.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -470401.625000 Penalty: 2672.242676
	Iteration 55Q: 3 clusters Score -470401.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -470407.781250 Penalty: 2672.242676
	Iteration 56Q: 3 clusters Score -470407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -470408.531250 Penalty: 2672.242676
	Iteration 57Q: 3 clusters Score -470408.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -470408.531250 Penalty: 2672.242676
	Iteration 58F: 3 clusters Score -470408.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94691 members 
Entering Unmasked Estep 
Score: -11722990.000000 Penalty: 1861.985840
	Iteration 0F: 2 clusters Score -1.172299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -11661596.000000 Penalty: 3723.971680
	Iteration 0F: 3 clusters Score -1.16616e+07 nChanged 45418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -11687504.000000 Penalty: 3723.971680
	Iteration 1F: 3 clusters Score -1.16875e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -11688026.000000 Penalty: 3723.971680
	Iteration 2Q: 3 clusters Score -1.168803e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -11688705.000000 Penalty: 3723.971680
	Iteration 3Q: 3 clusters Score -1.16887e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -11689698.000000 Penalty: 3723.971680
	Iteration 4Q: 3 clusters Score -1.16897e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -11691297.000000 Penalty: 3723.971680
	Iteration 5Q: 3 clusters Score -1.16913e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -11693730.000000 Penalty: 3723.971680
	Iteration 6F: 3 clusters Score -1.169373e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61079 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -11697672.000000 Penalty: 3723.971680
	Iteration 7F: 3 clusters Score -1.169767e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -11703167.000000 Penalty: 3723.971680
	Iteration 8F: 3 clusters Score -1.170317e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -11708574.000000 Penalty: 3723.971680
	Iteration 9F: 3 clusters Score -1.170857e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72900 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -11712328.000000 Penalty: 3723.971680
	Iteration 10F: 3 clusters Score -1.171233e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74987 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -11714302.000000 Penalty: 3723.971680
	Iteration 11Q: 3 clusters Score -1.17143e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76836 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -11715585.000000 Penalty: 3723.971680
	Iteration 12Q: 3 clusters Score -1.171558e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -11716663.000000 Penalty: 3723.971680
	Iteration 13Q: 3 clusters Score -1.171666e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80229 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -11717806.000000 Penalty: 3723.971680
	Iteration 14Q: 3 clusters Score -1.171781e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -11718721.000000 Penalty: 3723.971680
	Iteration 15Q: 3 clusters Score -1.171872e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83112 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -11719547.000000 Penalty: 3723.971680
	Iteration 16Q: 3 clusters Score -1.171955e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -11720290.000000 Penalty: 3723.971680
	Iteration 17Q: 3 clusters Score -1.172029e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85380 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -11720762.000000 Penalty: 3723.971680
	Iteration 18Q: 3 clusters Score -1.172076e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -11721072.000000 Penalty: 3723.971680
	Iteration 19Q: 3 clusters Score -1.172107e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86989 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -11721266.000000 Penalty: 3723.971680
	Iteration 20F: 3 clusters Score -1.172127e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87664 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -11721459.000000 Penalty: 3723.971680
	Iteration 21Q: 3 clusters Score -1.172146e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88250 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -11721687.000000 Penalty: 3723.971680
	Iteration 22Q: 3 clusters Score -1.172169e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88743 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -11721812.000000 Penalty: 3723.971680
	Iteration 23Q: 3 clusters Score -1.172181e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -11721916.000000 Penalty: 3723.971680
	Iteration 24Q: 3 clusters Score -1.172192e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89587 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -11722072.000000 Penalty: 3723.971680
	Iteration 25Q: 3 clusters Score -1.172207e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89962 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -11722134.000000 Penalty: 3723.971680
	Iteration 26Q: 3 clusters Score -1.172213e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -11722170.000000 Penalty: 3723.971680
	Iteration 27Q: 3 clusters Score -1.172217e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -11722200.000000 Penalty: 3723.971680
	Iteration 28Q: 3 clusters Score -1.17222e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90898 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -11722205.000000 Penalty: 3723.971680
	Iteration 29Q: 3 clusters Score -1.17222e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91157 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -11722225.000000 Penalty: 3723.971680
	Iteration 30Q: 3 clusters Score -1.172222e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91355 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -11722259.000000 Penalty: 3723.971680
	Iteration 31Q: 3 clusters Score -1.172226e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91525 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -11722268.000000 Penalty: 3723.971680
	Iteration 32Q: 3 clusters Score -1.172227e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91685 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -11722279.000000 Penalty: 3723.971680
	Iteration 33Q: 3 clusters Score -1.172228e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -11722318.000000 Penalty: 3723.971680
	Iteration 34Q: 3 clusters Score -1.172232e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91955 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -11722291.000000 Penalty: 3723.971680
	Iteration 35Q: 3 clusters Score -1.172229e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92058 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -11722296.000000 Penalty: 3723.971680
	Iteration 36Q: 3 clusters Score -1.17223e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92146 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -11722280.000000 Penalty: 3723.971680
	Iteration 37Q: 3 clusters Score -1.172228e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92232 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -11722256.000000 Penalty: 3723.971680
	Iteration 38Q: 3 clusters Score -1.172226e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92304 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -11722264.000000 Penalty: 3723.971680
	Iteration 39Q: 3 clusters Score -1.172226e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92380 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -11722250.000000 Penalty: 3723.971680
	Iteration 40F: 3 clusters Score -1.172225e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92462 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -11722249.000000 Penalty: 3723.971680
	Iteration 41Q: 3 clusters Score -1.172225e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92543 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -11722241.000000 Penalty: 3723.971680
	Iteration 42Q: 3 clusters Score -1.172224e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92623 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11722238.000000 Penalty: 3723.971680
	Iteration 43Q: 3 clusters Score -1.172224e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92700 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -11722232.000000 Penalty: 3723.971680
	Iteration 44Q: 3 clusters Score -1.172223e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92763 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -11722217.000000 Penalty: 3723.971680
	Iteration 45Q: 3 clusters Score -1.172222e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -11722198.000000 Penalty: 3723.971680
	Iteration 46Q: 3 clusters Score -1.17222e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92852 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -11722207.000000 Penalty: 3723.971680
	Iteration 47Q: 3 clusters Score -1.172221e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -11722207.000000 Penalty: 3723.971680
	Iteration 48Q: 3 clusters Score -1.172221e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -11722190.000000 Penalty: 3723.971680
	Iteration 49Q: 3 clusters Score -1.172219e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -11722170.000000 Penalty: 3723.971680
	Iteration 50Q: 3 clusters Score -1.172217e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -11722164.000000 Penalty: 3723.971680
	Iteration 51Q: 3 clusters Score -1.172216e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93076 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -11722164.000000 Penalty: 3723.971680
	Iteration 52Q: 3 clusters Score -1.172216e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -11722157.000000 Penalty: 3723.971680
	Iteration 53Q: 3 clusters Score -1.172216e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93133 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -11722169.000000 Penalty: 3723.971680
	Iteration 54Q: 3 clusters Score -1.172217e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93157 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -11722167.000000 Penalty: 3723.971680
	Iteration 55Q: 3 clusters Score -1.172217e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93178 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -11722150.000000 Penalty: 3723.971680
	Iteration 56Q: 3 clusters Score -1.172215e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -11722138.000000 Penalty: 3723.971680
	Iteration 57Q: 3 clusters Score -1.172214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93206 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -11722125.000000 Penalty: 3723.971680
	Iteration 58Q: 3 clusters Score -1.172212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -11722127.000000 Penalty: 3723.971680
	Iteration 59Q: 3 clusters Score -1.172213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93222 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -11722125.000000 Penalty: 3723.971680
	Iteration 60F: 3 clusters Score -1.172212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93235 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -11722122.000000 Penalty: 3723.971680
	Iteration 61Q: 3 clusters Score -1.172212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93248 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -11722122.000000 Penalty: 3723.971680
	Iteration 62Q: 3 clusters Score -1.172212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93264 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -11722110.000000 Penalty: 3723.971680
	Iteration 63Q: 3 clusters Score -1.172211e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93283 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -11722115.000000 Penalty: 3723.971680
	Iteration 64Q: 3 clusters Score -1.172212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93292 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -11722122.000000 Penalty: 3723.971680
	Iteration 65Q: 3 clusters Score -1.172212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93300 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -11722120.000000 Penalty: 3723.971680
	Iteration 66Q: 3 clusters Score -1.172212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93307 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -11722122.000000 Penalty: 3723.971680
	Iteration 67Q: 3 clusters Score -1.172212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -11722126.000000 Penalty: 3723.971680
	Iteration 68Q: 3 clusters Score -1.172213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93317 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -11722133.000000 Penalty: 3723.971680
	Iteration 69Q: 3 clusters Score -1.172213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93321 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -11722129.000000 Penalty: 3723.971680
	Iteration 70Q: 3 clusters Score -1.172213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93323 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -11722129.000000 Penalty: 3723.971680
	Iteration 71Q: 3 clusters Score -1.172213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -11722129.000000 Penalty: 3723.971680
	Iteration 72Q: 3 clusters Score -1.172213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93325 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -11722128.000000 Penalty: 3723.971680
	Iteration 73Q: 3 clusters Score -1.172213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -11722128.000000 Penalty: 3723.971680
	Iteration 74Q: 3 clusters Score -1.172213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93327 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -11722119.000000 Penalty: 3723.971680
	Iteration 75Q: 3 clusters Score -1.172212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93330 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11722114.000000 Penalty: 3723.971680
	Iteration 76Q: 3 clusters Score -1.172211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93330 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11722114.000000 Penalty: 3723.971680
	Iteration 77F: 3 clusters Score -1.172211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Entering Unmasked Estep 
Score: -1964113.500000 Penalty: 1573.451538
	Iteration 0F: 2 clusters Score -1964114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1953068.125000 Penalty: 3146.903076
	Iteration 0F: 3 clusters Score -1953068 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1956864.000000 Penalty: 3146.903076
	Iteration 1F: 3 clusters Score -1956864 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1957127.500000 Penalty: 3146.903076
	Iteration 2F: 3 clusters Score -1957128 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1957317.875000 Penalty: 3146.903076
	Iteration 3Q: 3 clusters Score -1957318 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1957477.500000 Penalty: 3146.903076
	Iteration 4Q: 3 clusters Score -1957478 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1957614.250000 Penalty: 3146.903076
	Iteration 5Q: 3 clusters Score -1957614 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1957755.625000 Penalty: 3146.903076
	Iteration 6Q: 3 clusters Score -1957756 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1957914.375000 Penalty: 3146.903076
	Iteration 7Q: 3 clusters Score -1957914 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1958107.000000 Penalty: 3146.903076
	Iteration 8Q: 3 clusters Score -1958107 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1958393.500000 Penalty: 3146.903076
	Iteration 9Q: 3 clusters Score -1958394 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1958824.125000 Penalty: 3146.903076
	Iteration 10Q: 3 clusters Score -1958824 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1959481.750000 Penalty: 3146.903076
	Iteration 11F: 3 clusters Score -1959482 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1960323.250000 Penalty: 3146.903076
	Iteration 12F: 3 clusters Score -1960323 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1961086.750000 Penalty: 3146.903076
	Iteration 13F: 3 clusters Score -1961087 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1961705.875000 Penalty: 3146.903076
	Iteration 14Q: 3 clusters Score -1961706 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1962105.625000 Penalty: 3146.903076
	Iteration 15Q: 3 clusters Score -1962106 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1962354.125000 Penalty: 3146.903076
	Iteration 16Q: 3 clusters Score -1962354 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1962522.000000 Penalty: 3146.903076
	Iteration 17Q: 3 clusters Score -1962522 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1962629.250000 Penalty: 3146.903076
	Iteration 18Q: 3 clusters Score -1962629 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1962686.625000 Penalty: 3146.903076
	Iteration 19Q: 3 clusters Score -1962687 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1962736.625000 Penalty: 3146.903076
	Iteration 20F: 3 clusters Score -1962737 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1962783.000000 Penalty: 3146.903076
	Iteration 21Q: 3 clusters Score -1962783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1962800.250000 Penalty: 3146.903076
	Iteration 22Q: 3 clusters Score -1962800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1962818.000000 Penalty: 3146.903076
	Iteration 23Q: 3 clusters Score -1962818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1962832.750000 Penalty: 3146.903076
	Iteration 24Q: 3 clusters Score -1962833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1962840.750000 Penalty: 3146.903076
	Iteration 25Q: 3 clusters Score -1962841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1962852.375000 Penalty: 3146.903076
	Iteration 26Q: 3 clusters Score -1962852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1962862.250000 Penalty: 3146.903076
	Iteration 27Q: 3 clusters Score -1962862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1962870.250000 Penalty: 3146.903076
	Iteration 28Q: 3 clusters Score -1962870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1962875.375000 Penalty: 3146.903076
	Iteration 29Q: 3 clusters Score -1962875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1962877.750000 Penalty: 3146.903076
	Iteration 30Q: 3 clusters Score -1962878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1962889.000000 Penalty: 3146.903076
	Iteration 31Q: 3 clusters Score -1962889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1962895.125000 Penalty: 3146.903076
	Iteration 32Q: 3 clusters Score -1962895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1962903.375000 Penalty: 3146.903076
	Iteration 33Q: 3 clusters Score -1962903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1962915.000000 Penalty: 3146.903076
	Iteration 34Q: 3 clusters Score -1962915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1962919.750000 Penalty: 3146.903076
	Iteration 35Q: 3 clusters Score -1962920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1962925.500000 Penalty: 3146.903076
	Iteration 36Q: 3 clusters Score -1962926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1962929.375000 Penalty: 3146.903076
	Iteration 37Q: 3 clusters Score -1962929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1962928.125000 Penalty: 3146.903076
	Iteration 38Q: 3 clusters Score -1962928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1962928.125000 Penalty: 3146.903076
	Iteration 39F: 3 clusters Score -1962928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Entering Unmasked Estep 
Score: -380805.375000 Penalty: 1304.146484
	Iteration 0F: 2 clusters Score -380805.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -378056.156250 Penalty: 2608.292969
	Iteration 0F: 3 clusters Score -378056.2 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -378697.531250 Penalty: 2608.292969
	Iteration 1F: 3 clusters Score -378697.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -378851.656250 Penalty: 2608.292969
	Iteration 2F: 3 clusters Score -378851.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -378961.218750 Penalty: 2608.292969
	Iteration 3F: 3 clusters Score -378961.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -379052.093750 Penalty: 2608.292969
	Iteration 4Q: 3 clusters Score -379052.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -379107.562500 Penalty: 2608.292969
	Iteration 5Q: 3 clusters Score -379107.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -379145.875000 Penalty: 2608.292969
	Iteration 6Q: 3 clusters Score -379145.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -379178.437500 Penalty: 2608.292969
	Iteration 7Q: 3 clusters Score -379178.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -379198.343750 Penalty: 2608.292969
	Iteration 8Q: 3 clusters Score -379198.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -379210.281250 Penalty: 2608.292969
	Iteration 9Q: 3 clusters Score -379210.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -379221.531250 Penalty: 2608.292969
	Iteration 10Q: 3 clusters Score -379221.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -379232.000000 Penalty: 2608.292969
	Iteration 11Q: 3 clusters Score -379232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -379243.343750 Penalty: 2608.292969
	Iteration 12Q: 3 clusters Score -379243.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -379256.093750 Penalty: 2608.292969
	Iteration 13Q: 3 clusters Score -379256.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -379269.156250 Penalty: 2608.292969
	Iteration 14Q: 3 clusters Score -379269.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -379284.875000 Penalty: 2608.292969
	Iteration 15Q: 3 clusters Score -379284.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -379301.593750 Penalty: 2608.292969
	Iteration 16Q: 3 clusters Score -379301.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -379309.718750 Penalty: 2608.292969
	Iteration 17Q: 3 clusters Score -379309.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -379314.656250 Penalty: 2608.292969
	Iteration 18Q: 3 clusters Score -379314.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -379323.062500 Penalty: 2608.292969
	Iteration 19Q: 3 clusters Score -379323.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -379329.562500 Penalty: 2608.292969
	Iteration 20F: 3 clusters Score -379329.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -379333.656250 Penalty: 2608.292969
	Iteration 21Q: 3 clusters Score -379333.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -379341.437500 Penalty: 2608.292969
	Iteration 22Q: 3 clusters Score -379341.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -379345.531250 Penalty: 2608.292969
	Iteration 23Q: 3 clusters Score -379345.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -379350.781250 Penalty: 2608.292969
	Iteration 24Q: 3 clusters Score -379350.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -379354.781250 Penalty: 2608.292969
	Iteration 25Q: 3 clusters Score -379354.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -379357.093750 Penalty: 2608.292969
	Iteration 26Q: 3 clusters Score -379357.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -379358.187500 Penalty: 2608.292969
	Iteration 27Q: 3 clusters Score -379358.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -379359.093750 Penalty: 2608.292969
	Iteration 28Q: 3 clusters Score -379359.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -379363.500000 Penalty: 2608.292969
	Iteration 29Q: 3 clusters Score -379363.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -379369.062500 Penalty: 2608.292969
	Iteration 30Q: 3 clusters Score -379369.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -379376.250000 Penalty: 2608.292969
	Iteration 31Q: 3 clusters Score -379376.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -379380.156250 Penalty: 2608.292969
	Iteration 32Q: 3 clusters Score -379380.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -379382.718750 Penalty: 2608.292969
	Iteration 33Q: 3 clusters Score -379382.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -379383.468750 Penalty: 2608.292969
	Iteration 34Q: 3 clusters Score -379383.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -379385.781250 Penalty: 2608.292969
	Iteration 35Q: 3 clusters Score -379385.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -379390.687500 Penalty: 2608.292969
	Iteration 36Q: 3 clusters Score -379390.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -379397.093750 Penalty: 2608.292969
	Iteration 37Q: 3 clusters Score -379397.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -379405.031250 Penalty: 2608.292969
	Iteration 38Q: 3 clusters Score -379405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -379411.125000 Penalty: 2608.292969
	Iteration 39Q: 3 clusters Score -379411.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -379414.125000 Penalty: 2608.292969
	Iteration 40F: 3 clusters Score -379414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -379415.031250 Penalty: 2608.292969
	Iteration 41Q: 3 clusters Score -379415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -379416.250000 Penalty: 2608.292969
	Iteration 42Q: 3 clusters Score -379416.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -379418.312500 Penalty: 2608.292969
	Iteration 43Q: 3 clusters Score -379418.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -379423.625000 Penalty: 2608.292969
	Iteration 44Q: 3 clusters Score -379423.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -379427.718750 Penalty: 2608.292969
	Iteration 45Q: 3 clusters Score -379427.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -379429.781250 Penalty: 2608.292969
	Iteration 46Q: 3 clusters Score -379429.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -379430.468750 Penalty: 2608.292969
	Iteration 47Q: 3 clusters Score -379430.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -379430.812500 Penalty: 2608.292969
	Iteration 48Q: 3 clusters Score -379430.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -379431.218750 Penalty: 2608.292969
	Iteration 49Q: 3 clusters Score -379431.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -379431.218750 Penalty: 2608.292969
	Iteration 50F: 3 clusters Score -379431.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -152474.687500 Penalty: 1171.156860
	Iteration 0F: 2 clusters Score -152474.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -150830.562500 Penalty: 2342.313721
	Iteration 0F: 3 clusters Score -150830.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -151235.578125 Penalty: 2342.313721
	Iteration 1F: 3 clusters Score -151235.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -151362.046875 Penalty: 2342.313721
	Iteration 2F: 3 clusters Score -151362 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -151449.250000 Penalty: 2342.313721
	Iteration 3F: 3 clusters Score -151449.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -151536.890625 Penalty: 2342.313721
	Iteration 4F: 3 clusters Score -151536.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -151615.421875 Penalty: 2342.313721
	Iteration 5Q: 3 clusters Score -151615.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -151694.156250 Penalty: 2342.313721
	Iteration 6Q: 3 clusters Score -151694.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -151790.906250 Penalty: 2342.313721
	Iteration 7Q: 3 clusters Score -151790.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -151910.765625 Penalty: 2342.313721
	Iteration 8Q: 3 clusters Score -151910.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -152008.968750 Penalty: 2342.313721
	Iteration 9Q: 3 clusters Score -152009 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -152075.843750 Penalty: 2342.313721
	Iteration 10Q: 3 clusters Score -152075.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -152119.281250 Penalty: 2342.313721
	Iteration 11Q: 3 clusters Score -152119.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -152152.609375 Penalty: 2342.313721
	Iteration 12Q: 3 clusters Score -152152.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -152162.000000 Penalty: 2342.313721
	Iteration 13Q: 3 clusters Score -152162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -152163.171875 Penalty: 2342.313721
	Iteration 14Q: 3 clusters Score -152163.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -152193.015625 Penalty: 2342.313721
	Iteration 15F: 3 clusters Score -152193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -152217.875000 Penalty: 2342.313721
	Iteration 16Q: 3 clusters Score -152217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -152223.453125 Penalty: 2342.313721
	Iteration 17Q: 3 clusters Score -152223.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -152224.296875 Penalty: 2342.313721
	Iteration 18Q: 3 clusters Score -152224.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -152224.750000 Penalty: 2342.313721
	Iteration 19Q: 3 clusters Score -152224.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -152224.750000 Penalty: 2342.313721
	Iteration 20F: 3 clusters Score -152224.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -111878.734375 Penalty: 1112.800903
	Iteration 0F: 2 clusters Score -111878.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110451.101562 Penalty: 2225.601807
	Iteration 0F: 3 clusters Score -110451.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -110705.585938 Penalty: 2225.601807
	Iteration 1F: 3 clusters Score -110705.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -110801.898438 Penalty: 2225.601807
	Iteration 2F: 3 clusters Score -110801.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -110873.718750 Penalty: 2225.601807
	Iteration 3Q: 3 clusters Score -110873.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -110948.734375 Penalty: 2225.601807
	Iteration 4Q: 3 clusters Score -110948.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -111047.976562 Penalty: 2225.601807
	Iteration 5F: 3 clusters Score -111048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -111191.835938 Penalty: 2225.601807
	Iteration 6F: 3 clusters Score -111191.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -111340.492188 Penalty: 2225.601807
	Iteration 7F: 3 clusters Score -111340.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -111502.867188 Penalty: 2225.601807
	Iteration 8F: 3 clusters Score -111502.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -111589.765625 Penalty: 2225.601807
	Iteration 9Q: 3 clusters Score -111589.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -111623.218750 Penalty: 2225.601807
	Iteration 10Q: 3 clusters Score -111623.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -111645.226562 Penalty: 2225.601807
	Iteration 11Q: 3 clusters Score -111645.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -111659.492188 Penalty: 2225.601807
	Iteration 12Q: 3 clusters Score -111659.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -111667.179688 Penalty: 2225.601807
	Iteration 13Q: 3 clusters Score -111667.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -111668.578125 Penalty: 2225.601807
	Iteration 14Q: 3 clusters Score -111668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -111668.578125 Penalty: 2225.601807
	Iteration 15F: 3 clusters Score -111668.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Entering Unmasked Estep 
Score: -1985973.750000 Penalty: 1579.526855
	Iteration 0F: 2 clusters Score -1985974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1974632.875000 Penalty: 3159.053711
	Iteration 0F: 3 clusters Score -1974633 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1978525.625000 Penalty: 3159.053711
	Iteration 1F: 3 clusters Score -1978526 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1978891.000000 Penalty: 3159.053711
	Iteration 2F: 3 clusters Score -1978891 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1979314.875000 Penalty: 3159.053711
	Iteration 3F: 3 clusters Score -1979315 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1979903.000000 Penalty: 3159.053711
	Iteration 4F: 3 clusters Score -1979903 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1980641.625000 Penalty: 3159.053711
	Iteration 5F: 3 clusters Score -1980642 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1981519.125000 Penalty: 3159.053711
	Iteration 6F: 3 clusters Score -1981519 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1982388.250000 Penalty: 3159.053711
	Iteration 7F: 3 clusters Score -1982388 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1983147.125000 Penalty: 3159.053711
	Iteration 8Q: 3 clusters Score -1983147 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1984076.625000 Penalty: 3159.053711
	Iteration 9Q: 3 clusters Score -1984077 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1984469.625000 Penalty: 3159.053711
	Iteration 10Q: 3 clusters Score -1984470 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1984584.250000 Penalty: 3159.053711
	Iteration 11Q: 3 clusters Score -1984584 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1984638.750000 Penalty: 3159.053711
	Iteration 12Q: 3 clusters Score -1984639 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1984679.250000 Penalty: 3159.053711
	Iteration 13Q: 3 clusters Score -1984679 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1984698.125000 Penalty: 3159.053711
	Iteration 14Q: 3 clusters Score -1984698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1984713.125000 Penalty: 3159.053711
	Iteration 15Q: 3 clusters Score -1984713 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1984733.250000 Penalty: 3159.053711
	Iteration 16Q: 3 clusters Score -1984733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1984744.000000 Penalty: 3159.053711
	Iteration 17Q: 3 clusters Score -1984744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1984756.000000 Penalty: 3159.053711
	Iteration 18Q: 3 clusters Score -1984756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1984767.875000 Penalty: 3159.053711
	Iteration 19Q: 3 clusters Score -1984768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1984771.375000 Penalty: 3159.053711
	Iteration 20F: 3 clusters Score -1984771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1984771.875000 Penalty: 3159.053711
	Iteration 21Q: 3 clusters Score -1984772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1984772.375000 Penalty: 3159.053711
	Iteration 22Q: 3 clusters Score -1984772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1984771.500000 Penalty: 3159.053711
	Iteration 23Q: 3 clusters Score -1984772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1984774.125000 Penalty: 3159.053711
	Iteration 24Q: 3 clusters Score -1984774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1984774.125000 Penalty: 3159.053711
	Iteration 25F: 3 clusters Score -1984774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Entering Unmasked Estep 
Score: -6898233.500000 Penalty: 1774.900024
	Iteration 0F: 2 clusters Score -6898234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -6861359.500000 Penalty: 3549.800049
	Iteration 0F: 3 clusters Score -6861360 nChanged 26113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -6876123.500000 Penalty: 3549.800049
	Iteration 1F: 3 clusters Score -6876124 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -6876787.000000 Penalty: 3549.800049
	Iteration 2Q: 3 clusters Score -6876787 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -6877752.500000 Penalty: 3549.800049
	Iteration 3Q: 3 clusters Score -6877752 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -6879288.000000 Penalty: 3549.800049
	Iteration 4F: 3 clusters Score -6879288 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -6882036.500000 Penalty: 3549.800049
	Iteration 5F: 3 clusters Score -6882036 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -6886096.500000 Penalty: 3549.800049
	Iteration 6F: 3 clusters Score -6886096 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -6890607.000000 Penalty: 3549.800049
	Iteration 7F: 3 clusters Score -6890607 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -6893882.500000 Penalty: 3549.800049
	Iteration 8F: 3 clusters Score -6893882 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -6895532.000000 Penalty: 3549.800049
	Iteration 9Q: 3 clusters Score -6895532 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -6896161.500000 Penalty: 3549.800049
	Iteration 10Q: 3 clusters Score -6896162 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -6896415.500000 Penalty: 3549.800049
	Iteration 11Q: 3 clusters Score -6896416 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -6896514.500000 Penalty: 3549.800049
	Iteration 12Q: 3 clusters Score -6896514 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -6896564.500000 Penalty: 3549.800049
	Iteration 13Q: 3 clusters Score -6896564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -6896610.500000 Penalty: 3549.800049
	Iteration 14Q: 3 clusters Score -6896610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -6896642.500000 Penalty: 3549.800049
	Iteration 15Q: 3 clusters Score -6896642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -6896675.000000 Penalty: 3549.800049
	Iteration 16Q: 3 clusters Score -6896675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -6896685.500000 Penalty: 3549.800049
	Iteration 17Q: 3 clusters Score -6896686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -6896706.500000 Penalty: 3549.800049
	Iteration 18Q: 3 clusters Score -6896706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -6896723.000000 Penalty: 3549.800049
	Iteration 19Q: 3 clusters Score -6896723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -6896727.000000 Penalty: 3549.800049
	Iteration 20F: 3 clusters Score -6896727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -6896728.000000 Penalty: 3549.800049
	Iteration 21Q: 3 clusters Score -6896728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -6896733.000000 Penalty: 3549.800049
	Iteration 22Q: 3 clusters Score -6896733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -6896734.000000 Penalty: 3549.800049
	Iteration 23Q: 3 clusters Score -6896734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -6896731.000000 Penalty: 3549.800049
	Iteration 24Q: 3 clusters Score -6896731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -6896731.000000 Penalty: 3549.800049
	Iteration 25F: 3 clusters Score -6896731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 42060 members 
Mstep: Class 3 contains 84890 members 
Mstep: Class 4 contains 46397 members 
Mstep: Class 5 contains 3349 members 
Mstep: Class 6 contains 70756 members 
Mstep: Class 7 contains 62259 members 
Mstep: Class 8 contains 38011 members 
Mstep: Class 9 contains 3723 members 
Mstep: Class 10 contains 94691 members 
Mstep: Class 11 contains 16039 members 
Mstep: Class 12 contains 3058 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 18 contains 16650 members 
Mstep: Class 19 contains 55407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573168.000000 Penalty: 34682.753906
Iteration 159Q: 17 clusters Score -7.557317e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 42060 members 
Mstep: Class 3 contains 84899 members 
Mstep: Class 4 contains 46393 members 
Mstep: Class 5 contains 3352 members 
Mstep: Class 6 contains 70752 members 
Mstep: Class 7 contains 62257 members 
Mstep: Class 8 contains 38012 members 
Mstep: Class 9 contains 3719 members 
Mstep: Class 10 contains 94694 members 
Mstep: Class 11 contains 16034 members 
Mstep: Class 12 contains 3056 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 18 contains 16652 members 
Mstep: Class 19 contains 55410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573200.000000 Penalty: 34682.753906
Iteration 160F: 17 clusters Score -7.55732e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 42063 members 
Mstep: Class 3 contains 84908 members 
Mstep: Class 4 contains 46394 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 70752 members 
Mstep: Class 7 contains 62255 members 
Mstep: Class 8 contains 38013 members 
Mstep: Class 9 contains 3712 members 
Mstep: Class 10 contains 94688 members 
Mstep: Class 11 contains 16032 members 
Mstep: Class 12 contains 3055 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 18 contains 16654 members 
Mstep: Class 19 contains 55407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573168.000000 Penalty: 34682.753906
Iteration 161Q: 17 clusters Score -7.557317e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81671 members 
Mstep: Class 2 contains 42063 members 
Mstep: Class 3 contains 84908 members 
Mstep: Class 4 contains 46393 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 70751 members 
Mstep: Class 7 contains 62248 members 
Mstep: Class 8 contains 38013 members 
Mstep: Class 9 contains 3709 members 
Mstep: Class 10 contains 94695 members 
Mstep: Class 11 contains 16029 members 
Mstep: Class 12 contains 3054 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 18 contains 16658 members 
Mstep: Class 19 contains 55414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573168.000000 Penalty: 34682.753906
Iteration 162Q: 17 clusters Score -7.557317e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 42060 members 
Mstep: Class 3 contains 84914 members 
Mstep: Class 4 contains 46391 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 70752 members 
Mstep: Class 7 contains 62242 members 
Mstep: Class 8 contains 38012 members 
Mstep: Class 9 contains 3711 members 
Mstep: Class 10 contains 94702 members 
Mstep: Class 11 contains 16028 members 
Mstep: Class 12 contains 3052 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16662 members 
Mstep: Class 19 contains 55418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573264.000000 Penalty: 34682.753906
Iteration 163Q: 17 clusters Score -7.557326e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81661 members 
Mstep: Class 2 contains 42058 members 
Mstep: Class 3 contains 84914 members 
Mstep: Class 4 contains 46393 members 
Mstep: Class 5 contains 3364 members 
Mstep: Class 6 contains 70750 members 
Mstep: Class 7 contains 62235 members 
Mstep: Class 8 contains 38008 members 
Mstep: Class 9 contains 3709 members 
Mstep: Class 10 contains 94713 members 
Mstep: Class 11 contains 16027 members 
Mstep: Class 12 contains 3049 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16665 members 
Mstep: Class 19 contains 55418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573256.000000 Penalty: 34682.753906
Iteration 164Q: 17 clusters Score -7.557326e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81646 members 
Mstep: Class 2 contains 42057 members 
Mstep: Class 3 contains 84924 members 
Mstep: Class 4 contains 46391 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 70757 members 
Mstep: Class 7 contains 62238 members 
Mstep: Class 8 contains 38006 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 94706 members 
Mstep: Class 11 contains 16022 members 
Mstep: Class 12 contains 3046 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16666 members 
Mstep: Class 19 contains 55417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573264.000000 Penalty: 34682.753906
Iteration 165Q: 17 clusters Score -7.557326e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 42056 members 
Mstep: Class 3 contains 84936 members 
Mstep: Class 4 contains 46395 members 
Mstep: Class 5 contains 3385 members 
Mstep: Class 6 contains 70760 members 
Mstep: Class 7 contains 62238 members 
Mstep: Class 8 contains 38004 members 
Mstep: Class 9 contains 3706 members 
Mstep: Class 10 contains 94705 members 
Mstep: Class 11 contains 16016 members 
Mstep: Class 12 contains 3046 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16669 members 
Mstep: Class 19 contains 55418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573264.000000 Penalty: 34682.753906
Iteration 166Q: 17 clusters Score -7.557326e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 42055 members 
Mstep: Class 3 contains 84953 members 
Mstep: Class 4 contains 46392 members 
Mstep: Class 5 contains 3397 members 
Mstep: Class 6 contains 70769 members 
Mstep: Class 7 contains 62230 members 
Mstep: Class 8 contains 38006 members 
Mstep: Class 9 contains 3702 members 
Mstep: Class 10 contains 94705 members 
Mstep: Class 11 contains 16005 members 
Mstep: Class 12 contains 3045 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16673 members 
Mstep: Class 19 contains 55421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573216.000000 Penalty: 34682.753906
Iteration 167Q: 17 clusters Score -7.557322e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81592 members 
Mstep: Class 2 contains 42062 members 
Mstep: Class 3 contains 84960 members 
Mstep: Class 4 contains 46393 members 
Mstep: Class 5 contains 3404 members 
Mstep: Class 6 contains 70774 members 
Mstep: Class 7 contains 62234 members 
Mstep: Class 8 contains 38009 members 
Mstep: Class 9 contains 3696 members 
Mstep: Class 10 contains 94697 members 
Mstep: Class 11 contains 15996 members 
Mstep: Class 12 contains 3042 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16680 members 
Mstep: Class 19 contains 55425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573256.000000 Penalty: 34682.753906
Iteration 168Q: 17 clusters Score -7.557326e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 42057 members 
Mstep: Class 3 contains 84972 members 
Mstep: Class 4 contains 46393 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 70779 members 
Mstep: Class 7 contains 62237 members 
Mstep: Class 8 contains 38010 members 
Mstep: Class 9 contains 3692 members 
Mstep: Class 10 contains 94695 members 
Mstep: Class 11 contains 15990 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16684 members 
Mstep: Class 19 contains 55431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573176.000000 Penalty: 34682.753906
Iteration 169Q: 17 clusters Score -7.557318e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81564 members 
Mstep: Class 2 contains 42057 members 
Mstep: Class 3 contains 84969 members 
Mstep: Class 4 contains 46393 members 
Mstep: Class 5 contains 3411 members 
Mstep: Class 6 contains 70785 members 
Mstep: Class 7 contains 62239 members 
Mstep: Class 8 contains 38011 members 
Mstep: Class 9 contains 3691 members 
Mstep: Class 10 contains 94698 members 
Mstep: Class 11 contains 15983 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16687 members 
Mstep: Class 19 contains 55435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573216.000000 Penalty: 34682.753906
Iteration 170Q: 17 clusters Score -7.557322e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 42056 members 
Mstep: Class 3 contains 84970 members 
Mstep: Class 4 contains 46394 members 
Mstep: Class 5 contains 3409 members 
Mstep: Class 6 contains 70790 members 
Mstep: Class 7 contains 62234 members 
Mstep: Class 8 contains 38011 members 
Mstep: Class 9 contains 3694 members 
Mstep: Class 10 contains 94705 members 
Mstep: Class 11 contains 15974 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16691 members 
Mstep: Class 19 contains 55437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573280.000000 Penalty: 34682.753906
Iteration 171Q: 17 clusters Score -7.557328e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81551 members 
Mstep: Class 2 contains 42056 members 
Mstep: Class 3 contains 84971 members 
Mstep: Class 4 contains 46392 members 
Mstep: Class 5 contains 3417 members 
Mstep: Class 6 contains 70796 members 
Mstep: Class 7 contains 62231 members 
Mstep: Class 8 contains 38014 members 
Mstep: Class 9 contains 3694 members 
Mstep: Class 10 contains 94696 members 
Mstep: Class 11 contains 15973 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16693 members 
Mstep: Class 19 contains 55439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573168.000000 Penalty: 34682.753906
Iteration 172Q: 17 clusters Score -7.557317e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 42053 members 
Mstep: Class 3 contains 84962 members 
Mstep: Class 4 contains 46388 members 
Mstep: Class 5 contains 3425 members 
Mstep: Class 6 contains 70799 members 
Mstep: Class 7 contains 62231 members 
Mstep: Class 8 contains 38021 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 10 contains 94692 members 
Mstep: Class 11 contains 15970 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16695 members 
Mstep: Class 19 contains 55445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573256.000000 Penalty: 34682.753906
Iteration 173Q: 17 clusters Score -7.557326e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 42050 members 
Mstep: Class 3 contains 84963 members 
Mstep: Class 4 contains 46390 members 
Mstep: Class 5 contains 3433 members 
Mstep: Class 6 contains 70795 members 
Mstep: Class 7 contains 62232 members 
Mstep: Class 8 contains 38023 members 
Mstep: Class 9 contains 3691 members 
Mstep: Class 10 contains 94691 members 
Mstep: Class 11 contains 15966 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16695 members 
Mstep: Class 19 contains 55453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573344.000000 Penalty: 34682.753906
Iteration 174Q: 17 clusters Score -7.557334e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 42047 members 
Mstep: Class 3 contains 84962 members 
Mstep: Class 4 contains 46388 members 
Mstep: Class 5 contains 3436 members 
Mstep: Class 6 contains 70794 members 
Mstep: Class 7 contains 62227 members 
Mstep: Class 8 contains 38028 members 
Mstep: Class 9 contains 3684 members 
Mstep: Class 10 contains 94695 members 
Mstep: Class 11 contains 15966 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16694 members 
Mstep: Class 19 contains 55461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573264.000000 Penalty: 34682.753906
Iteration 175Q: 17 clusters Score -7.557326e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 42044 members 
Mstep: Class 3 contains 84961 members 
Mstep: Class 4 contains 46387 members 
Mstep: Class 5 contains 3436 members 
Mstep: Class 6 contains 70796 members 
Mstep: Class 7 contains 62221 members 
Mstep: Class 8 contains 38032 members 
Mstep: Class 9 contains 3679 members 
Mstep: Class 10 contains 94691 members 
Mstep: Class 11 contains 15966 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16694 members 
Mstep: Class 19 contains 55472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573248.000000 Penalty: 34682.753906
Iteration 176Q: 17 clusters Score -7.557325e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 42043 members 
Mstep: Class 3 contains 84963 members 
Mstep: Class 4 contains 46382 members 
Mstep: Class 5 contains 3435 members 
Mstep: Class 6 contains 70789 members 
Mstep: Class 7 contains 62216 members 
Mstep: Class 8 contains 38038 members 
Mstep: Class 9 contains 3672 members 
Mstep: Class 10 contains 94695 members 
Mstep: Class 11 contains 15965 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16693 members 
Mstep: Class 19 contains 55483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573304.000000 Penalty: 34682.753906
Iteration 177Q: 17 clusters Score -7.55733e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81554 members 
Mstep: Class 2 contains 42042 members 
Mstep: Class 3 contains 84958 members 
Mstep: Class 4 contains 46383 members 
Mstep: Class 5 contains 3438 members 
Mstep: Class 6 contains 70787 members 
Mstep: Class 7 contains 62214 members 
Mstep: Class 8 contains 38038 members 
Mstep: Class 9 contains 3670 members 
Mstep: Class 10 contains 94688 members 
Mstep: Class 11 contains 15966 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16693 members 
Mstep: Class 19 contains 55492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573304.000000 Penalty: 34682.753906
Iteration 178Q: 17 clusters Score -7.55733e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81556 members 
Mstep: Class 2 contains 42043 members 
Mstep: Class 3 contains 84945 members 
Mstep: Class 4 contains 46387 members 
Mstep: Class 5 contains 3442 members 
Mstep: Class 6 contains 70784 members 
Mstep: Class 7 contains 62209 members 
Mstep: Class 8 contains 38039 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 94691 members 
Mstep: Class 11 contains 15965 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16693 members 
Mstep: Class 19 contains 55501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573280.000000 Penalty: 34682.753906
Iteration 179Q: 17 clusters Score -7.557328e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 42045 members 
Mstep: Class 3 contains 84938 members 
Mstep: Class 4 contains 46386 members 
Mstep: Class 5 contains 3439 members 
Mstep: Class 6 contains 70784 members 
Mstep: Class 7 contains 62211 members 
Mstep: Class 8 contains 38041 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 94693 members 
Mstep: Class 11 contains 15963 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16693 members 
Mstep: Class 19 contains 55502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573248.000000 Penalty: 34682.753906
Iteration 180F: 17 clusters Score -7.557325e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 42045 members 
Mstep: Class 3 contains 84932 members 
Mstep: Class 4 contains 46384 members 
Mstep: Class 5 contains 3441 members 
Mstep: Class 6 contains 70782 members 
Mstep: Class 7 contains 62211 members 
Mstep: Class 8 contains 38044 members 
Mstep: Class 9 contains 3665 members 
Mstep: Class 10 contains 94698 members 
Mstep: Class 11 contains 15961 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16693 members 
Mstep: Class 19 contains 55506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573320.000000 Penalty: 34682.753906
Iteration 181Q: 17 clusters Score -7.557332e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 42043 members 
Mstep: Class 3 contains 84929 members 
Mstep: Class 4 contains 46385 members 
Mstep: Class 5 contains 3441 members 
Mstep: Class 6 contains 70784 members 
Mstep: Class 7 contains 62209 members 
Mstep: Class 8 contains 38042 members 
Mstep: Class 9 contains 3665 members 
Mstep: Class 10 contains 94706 members 
Mstep: Class 11 contains 15957 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16694 members 
Mstep: Class 19 contains 55506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573344.000000 Penalty: 34682.753906
Iteration 182Q: 17 clusters Score -7.557334e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 42044 members 
Mstep: Class 3 contains 84927 members 
Mstep: Class 4 contains 46383 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 70783 members 
Mstep: Class 7 contains 62205 members 
Mstep: Class 8 contains 38038 members 
Mstep: Class 9 contains 3665 members 
Mstep: Class 10 contains 94710 members 
Mstep: Class 11 contains 15958 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 18 contains 16695 members 
Mstep: Class 19 contains 55507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573304.000000 Penalty: 34682.753906
Iteration 183Q: 17 clusters Score -7.55733e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 42044 members 
Mstep: Class 3 contains 84919 members 
Mstep: Class 4 contains 46383 members 
Mstep: Class 5 contains 3444 members 
Mstep: Class 6 contains 70785 members 
Mstep: Class 7 contains 62202 members 
Mstep: Class 8 contains 38035 members 
Mstep: Class 9 contains 3665 members 
Mstep: Class 10 contains 94713 members 
Mstep: Class 11 contains 15959 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 940 members 
Mstep: Class 18 contains 16697 members 
Mstep: Class 19 contains 55513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573320.000000 Penalty: 34682.753906
Iteration 184Q: 17 clusters Score -7.557332e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 42046 members 
Mstep: Class 3 contains 84911 members 
Mstep: Class 4 contains 46383 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70785 members 
Mstep: Class 7 contains 62200 members 
Mstep: Class 8 contains 38036 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 94716 members 
Mstep: Class 11 contains 15959 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 938 members 
Mstep: Class 18 contains 16698 members 
Mstep: Class 19 contains 55518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573336.000000 Penalty: 34682.753906
Iteration 185Q: 17 clusters Score -7.557334e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 42049 members 
Mstep: Class 3 contains 84910 members 
Mstep: Class 4 contains 46383 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70786 members 
Mstep: Class 7 contains 62200 members 
Mstep: Class 8 contains 38034 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94712 members 
Mstep: Class 11 contains 15959 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 937 members 
Mstep: Class 18 contains 16700 members 
Mstep: Class 19 contains 55519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573248.000000 Penalty: 34682.753906
Iteration 186Q: 17 clusters Score -7.557325e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 42051 members 
Mstep: Class 3 contains 84909 members 
Mstep: Class 4 contains 46385 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70790 members 
Mstep: Class 7 contains 62204 members 
Mstep: Class 8 contains 38032 members 
Mstep: Class 9 contains 3662 members 
Mstep: Class 10 contains 94704 members 
Mstep: Class 11 contains 15954 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16704 members 
Mstep: Class 19 contains 55522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573320.000000 Penalty: 34682.753906
Iteration 187Q: 17 clusters Score -7.557332e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 42053 members 
Mstep: Class 3 contains 84906 members 
Mstep: Class 4 contains 46386 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70789 members 
Mstep: Class 7 contains 62205 members 
Mstep: Class 8 contains 38033 members 
Mstep: Class 9 contains 3662 members 
Mstep: Class 10 contains 94700 members 
Mstep: Class 11 contains 15951 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16705 members 
Mstep: Class 19 contains 55525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573320.000000 Penalty: 34682.753906
Iteration 188Q: 17 clusters Score -7.557332e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 42054 members 
Mstep: Class 3 contains 84902 members 
Mstep: Class 4 contains 46387 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70787 members 
Mstep: Class 7 contains 62207 members 
Mstep: Class 8 contains 38032 members 
Mstep: Class 9 contains 3662 members 
Mstep: Class 10 contains 94703 members 
Mstep: Class 11 contains 15944 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16709 members 
Mstep: Class 19 contains 55528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573368.000000 Penalty: 34682.753906
Iteration 189Q: 17 clusters Score -7.557337e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 42055 members 
Mstep: Class 3 contains 84900 members 
Mstep: Class 4 contains 46387 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70786 members 
Mstep: Class 7 contains 62206 members 
Mstep: Class 8 contains 38031 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94707 members 
Mstep: Class 11 contains 15941 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16711 members 
Mstep: Class 19 contains 55528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573336.000000 Penalty: 34682.753906
Iteration 190Q: 17 clusters Score -7.557334e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 42059 members 
Mstep: Class 3 contains 84902 members 
Mstep: Class 4 contains 46388 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70785 members 
Mstep: Class 7 contains 62206 members 
Mstep: Class 8 contains 38036 members 
Mstep: Class 9 contains 3665 members 
Mstep: Class 10 contains 94693 members 
Mstep: Class 11 contains 15937 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16713 members 
Mstep: Class 19 contains 55531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573336.000000 Penalty: 34682.753906
Iteration 191Q: 17 clusters Score -7.557334e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81568 members 
Mstep: Class 2 contains 42059 members 
Mstep: Class 3 contains 84894 members 
Mstep: Class 4 contains 46387 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70784 members 
Mstep: Class 7 contains 62204 members 
Mstep: Class 8 contains 38040 members 
Mstep: Class 9 contains 3666 members 
Mstep: Class 10 contains 94693 members 
Mstep: Class 11 contains 15938 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16715 members 
Mstep: Class 19 contains 55536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573360.000000 Penalty: 34682.753906
Iteration 192Q: 17 clusters Score -7.557336e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81571 members 
Mstep: Class 2 contains 42059 members 
Mstep: Class 3 contains 84894 members 
Mstep: Class 4 contains 46382 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70784 members 
Mstep: Class 7 contains 62204 members 
Mstep: Class 8 contains 38041 members 
Mstep: Class 9 contains 3667 members 
Mstep: Class 10 contains 94687 members 
Mstep: Class 11 contains 15938 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16716 members 
Mstep: Class 19 contains 55541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573360.000000 Penalty: 34682.753906
Iteration 193Q: 17 clusters Score -7.557336e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 42058 members 
Mstep: Class 3 contains 84895 members 
Mstep: Class 4 contains 46378 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70781 members 
Mstep: Class 7 contains 62207 members 
Mstep: Class 8 contains 38043 members 
Mstep: Class 9 contains 3667 members 
Mstep: Class 10 contains 94679 members 
Mstep: Class 11 contains 15941 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16716 members 
Mstep: Class 19 contains 55546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573336.000000 Penalty: 34682.753906
Iteration 194Q: 17 clusters Score -7.557334e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 42058 members 
Mstep: Class 3 contains 84888 members 
Mstep: Class 4 contains 46376 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70782 members 
Mstep: Class 7 contains 62208 members 
Mstep: Class 8 contains 38043 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 94678 members 
Mstep: Class 11 contains 15941 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16717 members 
Mstep: Class 19 contains 55550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573288.000000 Penalty: 34682.753906
Iteration 195Q: 17 clusters Score -7.557329e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 42058 members 
Mstep: Class 3 contains 84888 members 
Mstep: Class 4 contains 46376 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70783 members 
Mstep: Class 7 contains 62203 members 
Mstep: Class 8 contains 38042 members 
Mstep: Class 9 contains 3670 members 
Mstep: Class 10 contains 94680 members 
Mstep: Class 11 contains 15941 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16719 members 
Mstep: Class 19 contains 55551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573264.000000 Penalty: 34682.753906
Iteration 196Q: 17 clusters Score -7.557326e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 42058 members 
Mstep: Class 3 contains 84887 members 
Mstep: Class 4 contains 46377 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70785 members 
Mstep: Class 7 contains 62198 members 
Mstep: Class 8 contains 38039 members 
Mstep: Class 9 contains 3670 members 
Mstep: Class 10 contains 94682 members 
Mstep: Class 11 contains 15941 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16720 members 
Mstep: Class 19 contains 55554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573264.000000 Penalty: 34682.753906
Iteration 197Q: 17 clusters Score -7.557326e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 42059 members 
Mstep: Class 3 contains 84885 members 
Mstep: Class 4 contains 46377 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70785 members 
Mstep: Class 7 contains 62199 members 
Mstep: Class 8 contains 38040 members 
Mstep: Class 9 contains 3669 members 
Mstep: Class 10 contains 94675 members 
Mstep: Class 11 contains 15943 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16719 members 
Mstep: Class 19 contains 55556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573264.000000 Penalty: 34682.753906
Iteration 198Q: 17 clusters Score -7.557326e+07 nChanged 16
Entering ConstructFrom: 
Score: -75573264.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (81578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Entering Unmasked Estep 
Score: -10133501.000000 Penalty: 1837.763672
	Iteration 0F: 2 clusters Score -1.01335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -10081283.000000 Penalty: 3675.527344
	Iteration 0F: 3 clusters Score -1.008128e+07 nChanged 38612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -10103768.000000 Penalty: 3675.527344
	Iteration 1F: 3 clusters Score -1.010377e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -10104440.000000 Penalty: 3675.527344
	Iteration 2Q: 3 clusters Score -1.010444e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -10105138.000000 Penalty: 3675.527344
	Iteration 3Q: 3 clusters Score -1.010514e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -10106003.000000 Penalty: 3675.527344
	Iteration 4Q: 3 clusters Score -1.0106e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -10107113.000000 Penalty: 3675.527344
	Iteration 5Q: 3 clusters Score -1.010711e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -10108746.000000 Penalty: 3675.527344
	Iteration 6Q: 3 clusters Score -1.010875e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -10111019.000000 Penalty: 3675.527344
	Iteration 7F: 3 clusters Score -1.011102e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -10114327.000000 Penalty: 3675.527344
	Iteration 8F: 3 clusters Score -1.011433e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -10118278.000000 Penalty: 3675.527344
	Iteration 9F: 3 clusters Score -1.011828e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -10121628.000000 Penalty: 3675.527344
	Iteration 10F: 3 clusters Score -1.012163e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -10123433.000000 Penalty: 3675.527344
	Iteration 11Q: 3 clusters Score -1.012343e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -10124396.000000 Penalty: 3675.527344
	Iteration 12Q: 3 clusters Score -1.01244e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -10125087.000000 Penalty: 3675.527344
	Iteration 13Q: 3 clusters Score -1.012509e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66534 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -10125669.000000 Penalty: 3675.527344
	Iteration 14Q: 3 clusters Score -1.012567e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67927 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -10126226.000000 Penalty: 3675.527344
	Iteration 15Q: 3 clusters Score -1.012623e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69200 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -10126818.000000 Penalty: 3675.527344
	Iteration 16Q: 3 clusters Score -1.012682e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -10127366.000000 Penalty: 3675.527344
	Iteration 17Q: 3 clusters Score -1.012737e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71754 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -10127918.000000 Penalty: 3675.527344
	Iteration 18Q: 3 clusters Score -1.012792e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -10128432.000000 Penalty: 3675.527344
	Iteration 19Q: 3 clusters Score -1.012843e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -10128846.000000 Penalty: 3675.527344
	Iteration 20F: 3 clusters Score -1.012885e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74989 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -10129257.000000 Penalty: 3675.527344
	Iteration 21Q: 3 clusters Score -1.012926e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -10129637.000000 Penalty: 3675.527344
	Iteration 22Q: 3 clusters Score -1.012964e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -10129959.000000 Penalty: 3675.527344
	Iteration 23Q: 3 clusters Score -1.012996e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -10130194.000000 Penalty: 3675.527344
	Iteration 24Q: 3 clusters Score -1.013019e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77918 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -10130462.000000 Penalty: 3675.527344
	Iteration 25Q: 3 clusters Score -1.013046e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78424 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -10130701.000000 Penalty: 3675.527344
	Iteration 26Q: 3 clusters Score -1.01307e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78852 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -10130833.000000 Penalty: 3675.527344
	Iteration 27Q: 3 clusters Score -1.013083e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79205 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -10131003.000000 Penalty: 3675.527344
	Iteration 28Q: 3 clusters Score -1.0131e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -10131181.000000 Penalty: 3675.527344
	Iteration 29Q: 3 clusters Score -1.013118e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -10131315.000000 Penalty: 3675.527344
	Iteration 30Q: 3 clusters Score -1.013132e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -10131440.000000 Penalty: 3675.527344
	Iteration 31Q: 3 clusters Score -1.013144e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80232 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -10131496.000000 Penalty: 3675.527344
	Iteration 32Q: 3 clusters Score -1.01315e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80389 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -10131574.000000 Penalty: 3675.527344
	Iteration 33Q: 3 clusters Score -1.013157e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80496 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -10131645.000000 Penalty: 3675.527344
	Iteration 34Q: 3 clusters Score -1.013164e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80578 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -10131670.000000 Penalty: 3675.527344
	Iteration 35Q: 3 clusters Score -1.013167e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10131700.000000 Penalty: 3675.527344
	Iteration 36Q: 3 clusters Score -1.01317e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80711 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -10131734.000000 Penalty: 3675.527344
	Iteration 37Q: 3 clusters Score -1.013173e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80762 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -10131761.000000 Penalty: 3675.527344
	Iteration 38Q: 3 clusters Score -1.013176e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10131761.000000 Penalty: 3675.527344
	Iteration 39Q: 3 clusters Score -1.013176e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80864 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -10131819.000000 Penalty: 3675.527344
	Iteration 40F: 3 clusters Score -1.013182e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10131862.000000 Penalty: 3675.527344
	Iteration 41Q: 3 clusters Score -1.013186e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10131858.000000 Penalty: 3675.527344
	Iteration 42Q: 3 clusters Score -1.013186e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80957 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10131878.000000 Penalty: 3675.527344
	Iteration 43Q: 3 clusters Score -1.013188e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10131896.000000 Penalty: 3675.527344
	Iteration 44Q: 3 clusters Score -1.01319e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81014 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10131920.000000 Penalty: 3675.527344
	Iteration 45Q: 3 clusters Score -1.013192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81023 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10131926.000000 Penalty: 3675.527344
	Iteration 46Q: 3 clusters Score -1.013193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10131932.000000 Penalty: 3675.527344
	Iteration 47Q: 3 clusters Score -1.013193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81034 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10131944.000000 Penalty: 3675.527344
	Iteration 48Q: 3 clusters Score -1.013194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81042 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10131960.000000 Penalty: 3675.527344
	Iteration 49Q: 3 clusters Score -1.013196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10131965.000000 Penalty: 3675.527344
	Iteration 50Q: 3 clusters Score -1.013196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81058 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10131965.000000 Penalty: 3675.527344
	Iteration 51Q: 3 clusters Score -1.013196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81068 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10131979.000000 Penalty: 3675.527344
	Iteration 52Q: 3 clusters Score -1.013198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81074 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10131987.000000 Penalty: 3675.527344
	Iteration 53Q: 3 clusters Score -1.013199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81078 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10131983.000000 Penalty: 3675.527344
	Iteration 54Q: 3 clusters Score -1.013198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81079 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10131985.000000 Penalty: 3675.527344
	Iteration 55Q: 3 clusters Score -1.013198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81085 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10131989.000000 Penalty: 3675.527344
	Iteration 56Q: 3 clusters Score -1.013199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81091 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10131999.000000 Penalty: 3675.527344
	Iteration 57Q: 3 clusters Score -1.0132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81093 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10131997.000000 Penalty: 3675.527344
	Iteration 58Q: 3 clusters Score -1.0132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81096 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10132000.000000 Penalty: 3675.527344
	Iteration 59Q: 3 clusters Score -1.0132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81097 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10132004.000000 Penalty: 3675.527344
	Iteration 60F: 3 clusters Score -1.0132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Entering Unmasked Estep 
Score: -5236341.000000 Penalty: 1730.113525
	Iteration 0F: 2 clusters Score -5236341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -5208308.500000 Penalty: 3460.227051
	Iteration 0F: 3 clusters Score -5208308 nChanged 19538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -5219033.500000 Penalty: 3460.227051
	Iteration 1F: 3 clusters Score -5219034 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -5219464.000000 Penalty: 3460.227051
	Iteration 2Q: 3 clusters Score -5219464 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -5219885.000000 Penalty: 3460.227051
	Iteration 3Q: 3 clusters Score -5219885 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -5220422.500000 Penalty: 3460.227051
	Iteration 4Q: 3 clusters Score -5220422 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -5221082.000000 Penalty: 3460.227051
	Iteration 5Q: 3 clusters Score -5221082 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -5222061.500000 Penalty: 3460.227051
	Iteration 6Q: 3 clusters Score -5222062 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -5223471.000000 Penalty: 3460.227051
	Iteration 7F: 3 clusters Score -5223471 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -5225484.500000 Penalty: 3460.227051
	Iteration 8F: 3 clusters Score -5225484 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -5227937.000000 Penalty: 3460.227051
	Iteration 9F: 3 clusters Score -5227937 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -5229988.500000 Penalty: 3460.227051
	Iteration 10F: 3 clusters Score -5229988 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -5231178.500000 Penalty: 3460.227051
	Iteration 11Q: 3 clusters Score -5231178 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -5231674.000000 Penalty: 3460.227051
	Iteration 12Q: 3 clusters Score -5231674 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -5231906.500000 Penalty: 3460.227051
	Iteration 13Q: 3 clusters Score -5231906 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -5232122.000000 Penalty: 3460.227051
	Iteration 14Q: 3 clusters Score -5232122 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -5232277.500000 Penalty: 3460.227051
	Iteration 15Q: 3 clusters Score -5232278 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -5232433.000000 Penalty: 3460.227051
	Iteration 16Q: 3 clusters Score -5232433 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -5232581.500000 Penalty: 3460.227051
	Iteration 17Q: 3 clusters Score -5232582 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -5232727.500000 Penalty: 3460.227051
	Iteration 18Q: 3 clusters Score -5232728 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -5232852.000000 Penalty: 3460.227051
	Iteration 19Q: 3 clusters Score -5232852 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -5232948.500000 Penalty: 3460.227051
	Iteration 20F: 3 clusters Score -5232948 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -5233029.000000 Penalty: 3460.227051
	Iteration 21Q: 3 clusters Score -5233029 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -5233089.000000 Penalty: 3460.227051
	Iteration 22Q: 3 clusters Score -5233089 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -5233200.500000 Penalty: 3460.227051
	Iteration 23Q: 3 clusters Score -5233200 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -5233272.000000 Penalty: 3460.227051
	Iteration 24Q: 3 clusters Score -5233272 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -5233330.500000 Penalty: 3460.227051
	Iteration 25Q: 3 clusters Score -5233330 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -5233385.000000 Penalty: 3460.227051
	Iteration 26Q: 3 clusters Score -5233385 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -5233441.500000 Penalty: 3460.227051
	Iteration 27Q: 3 clusters Score -5233442 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -5233510.500000 Penalty: 3460.227051
	Iteration 28Q: 3 clusters Score -5233510 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -5233557.000000 Penalty: 3460.227051
	Iteration 29Q: 3 clusters Score -5233557 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -5233588.000000 Penalty: 3460.227051
	Iteration 30Q: 3 clusters Score -5233588 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -5233640.000000 Penalty: 3460.227051
	Iteration 31Q: 3 clusters Score -5233640 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -5233671.000000 Penalty: 3460.227051
	Iteration 32Q: 3 clusters Score -5233671 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5233700.500000 Penalty: 3460.227051
	Iteration 33Q: 3 clusters Score -5233700 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -5233735.000000 Penalty: 3460.227051
	Iteration 34Q: 3 clusters Score -5233735 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -5233763.500000 Penalty: 3460.227051
	Iteration 35Q: 3 clusters Score -5233764 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -5233786.000000 Penalty: 3460.227051
	Iteration 36Q: 3 clusters Score -5233786 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5233821.000000 Penalty: 3460.227051
	Iteration 37Q: 3 clusters Score -5233821 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -5233857.000000 Penalty: 3460.227051
	Iteration 38Q: 3 clusters Score -5233857 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5233893.000000 Penalty: 3460.227051
	Iteration 39Q: 3 clusters Score -5233893 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -5233962.000000 Penalty: 3460.227051
	Iteration 40F: 3 clusters Score -5233962 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5234025.000000 Penalty: 3460.227051
	Iteration 41Q: 3 clusters Score -5234025 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5234058.500000 Penalty: 3460.227051
	Iteration 42Q: 3 clusters Score -5234058 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5234099.500000 Penalty: 3460.227051
	Iteration 43Q: 3 clusters Score -5234100 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5234149.000000 Penalty: 3460.227051
	Iteration 44Q: 3 clusters Score -5234149 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5234173.500000 Penalty: 3460.227051
	Iteration 45Q: 3 clusters Score -5234174 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5234219.500000 Penalty: 3460.227051
	Iteration 46Q: 3 clusters Score -5234220 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5234252.000000 Penalty: 3460.227051
	Iteration 47Q: 3 clusters Score -5234252 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5234296.000000 Penalty: 3460.227051
	Iteration 48Q: 3 clusters Score -5234296 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5234334.000000 Penalty: 3460.227051
	Iteration 49Q: 3 clusters Score -5234334 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5234395.500000 Penalty: 3460.227051
	Iteration 50Q: 3 clusters Score -5234396 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5234441.500000 Penalty: 3460.227051
	Iteration 51Q: 3 clusters Score -5234442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5234503.500000 Penalty: 3460.227051
	Iteration 52Q: 3 clusters Score -5234504 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5234546.500000 Penalty: 3460.227051
	Iteration 53Q: 3 clusters Score -5234546 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5234588.000000 Penalty: 3460.227051
	Iteration 54Q: 3 clusters Score -5234588 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5234630.500000 Penalty: 3460.227051
	Iteration 55Q: 3 clusters Score -5234630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5234643.500000 Penalty: 3460.227051
	Iteration 56Q: 3 clusters Score -5234644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5234659.000000 Penalty: 3460.227051
	Iteration 57Q: 3 clusters Score -5234659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5234681.000000 Penalty: 3460.227051
	Iteration 58Q: 3 clusters Score -5234681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5234689.000000 Penalty: 3460.227051
	Iteration 59Q: 3 clusters Score -5234689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5234696.500000 Penalty: 3460.227051
	Iteration 60F: 3 clusters Score -5234696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5234713.500000 Penalty: 3460.227051
	Iteration 61Q: 3 clusters Score -5234714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5234725.500000 Penalty: 3460.227051
	Iteration 62Q: 3 clusters Score -5234726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5234736.000000 Penalty: 3460.227051
	Iteration 63Q: 3 clusters Score -5234736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5234748.500000 Penalty: 3460.227051
	Iteration 64Q: 3 clusters Score -5234748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5234755.500000 Penalty: 3460.227051
	Iteration 65Q: 3 clusters Score -5234756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5234768.500000 Penalty: 3460.227051
	Iteration 66Q: 3 clusters Score -5234768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5234769.000000 Penalty: 3460.227051
	Iteration 67Q: 3 clusters Score -5234769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5234767.500000 Penalty: 3460.227051
	Iteration 68Q: 3 clusters Score -5234768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5234786.000000 Penalty: 3460.227051
	Iteration 69Q: 3 clusters Score -5234786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5234787.000000 Penalty: 3460.227051
	Iteration 70Q: 3 clusters Score -5234787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5234794.500000 Penalty: 3460.227051
	Iteration 71Q: 3 clusters Score -5234794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5234798.500000 Penalty: 3460.227051
	Iteration 72Q: 3 clusters Score -5234798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5234805.500000 Penalty: 3460.227051
	Iteration 73Q: 3 clusters Score -5234806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5234806.500000 Penalty: 3460.227051
	Iteration 74Q: 3 clusters Score -5234806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5234809.000000 Penalty: 3460.227051
	Iteration 75Q: 3 clusters Score -5234809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5234813.500000 Penalty: 3460.227051
	Iteration 76Q: 3 clusters Score -5234814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5234817.000000 Penalty: 3460.227051
	Iteration 77Q: 3 clusters Score -5234817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5234821.000000 Penalty: 3460.227051
	Iteration 78Q: 3 clusters Score -5234821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5234820.000000 Penalty: 3460.227051
	Iteration 79Q: 3 clusters Score -5234820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5234821.500000 Penalty: 3460.227051
	Iteration 80F: 3 clusters Score -5234822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5234820.000000 Penalty: 3460.227051
	Iteration 81Q: 3 clusters Score -5234820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5234823.000000 Penalty: 3460.227051
	Iteration 82Q: 3 clusters Score -5234823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5234826.000000 Penalty: 3460.227051
	Iteration 83Q: 3 clusters Score -5234826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5234832.000000 Penalty: 3460.227051
	Iteration 84Q: 3 clusters Score -5234832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5234828.500000 Penalty: 3460.227051
	Iteration 85Q: 3 clusters Score -5234828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5234828.000000 Penalty: 3460.227051
	Iteration 86Q: 3 clusters Score -5234828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5234832.000000 Penalty: 3460.227051
	Iteration 87Q: 3 clusters Score -5234832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5234833.000000 Penalty: 3460.227051
	Iteration 88Q: 3 clusters Score -5234833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5234833.000000 Penalty: 3460.227051
	Iteration 89F: 3 clusters Score -5234833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84884 members 
Entering Unmasked Estep 
Score: -10509682.000000 Penalty: 1844.219116
	Iteration 0F: 2 clusters Score -1.050968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -10454466.000000 Penalty: 3688.438232
	Iteration 0F: 3 clusters Score -1.045447e+07 nChanged 40426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -10477742.000000 Penalty: 3688.438232
	Iteration 1F: 3 clusters Score -1.047774e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -10478553.000000 Penalty: 3688.438232
	Iteration 2Q: 3 clusters Score -1.047855e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -10479586.000000 Penalty: 3688.438232
	Iteration 3Q: 3 clusters Score -1.047959e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -10481260.000000 Penalty: 3688.438232
	Iteration 4Q: 3 clusters Score -1.048126e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -10483945.000000 Penalty: 3688.438232
	Iteration 5F: 3 clusters Score -1.048394e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -10487604.000000 Penalty: 3688.438232
	Iteration 6F: 3 clusters Score -1.04876e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -10491756.000000 Penalty: 3688.438232
	Iteration 7F: 3 clusters Score -1.049176e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -10495102.000000 Penalty: 3688.438232
	Iteration 8F: 3 clusters Score -1.04951e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -10497139.000000 Penalty: 3688.438232
	Iteration 9F: 3 clusters Score -1.049714e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -10498022.000000 Penalty: 3688.438232
	Iteration 10Q: 3 clusters Score -1.049802e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -10498454.000000 Penalty: 3688.438232
	Iteration 11Q: 3 clusters Score -1.049845e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -10498750.000000 Penalty: 3688.438232
	Iteration 12Q: 3 clusters Score -1.049875e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -10499032.000000 Penalty: 3688.438232
	Iteration 13Q: 3 clusters Score -1.049903e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -10499293.000000 Penalty: 3688.438232
	Iteration 14Q: 3 clusters Score -1.049929e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -10499531.000000 Penalty: 3688.438232
	Iteration 15Q: 3 clusters Score -1.049953e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -10499742.000000 Penalty: 3688.438232
	Iteration 16Q: 3 clusters Score -1.049974e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -10499949.000000 Penalty: 3688.438232
	Iteration 17Q: 3 clusters Score -1.049995e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -10500164.000000 Penalty: 3688.438232
	Iteration 18Q: 3 clusters Score -1.050016e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -10500365.000000 Penalty: 3688.438232
	Iteration 19Q: 3 clusters Score -1.050036e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -10500570.000000 Penalty: 3688.438232
	Iteration 20F: 3 clusters Score -1.050057e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -10500720.000000 Penalty: 3688.438232
	Iteration 21Q: 3 clusters Score -1.050072e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -10500873.000000 Penalty: 3688.438232
	Iteration 22Q: 3 clusters Score -1.050087e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -10501014.000000 Penalty: 3688.438232
	Iteration 23Q: 3 clusters Score -1.050101e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -10501126.000000 Penalty: 3688.438232
	Iteration 24Q: 3 clusters Score -1.050113e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -10501269.000000 Penalty: 3688.438232
	Iteration 25Q: 3 clusters Score -1.050127e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -10501388.000000 Penalty: 3688.438232
	Iteration 26Q: 3 clusters Score -1.050139e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -10501462.000000 Penalty: 3688.438232
	Iteration 27Q: 3 clusters Score -1.050146e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -10501616.000000 Penalty: 3688.438232
	Iteration 28Q: 3 clusters Score -1.050162e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -10501699.000000 Penalty: 3688.438232
	Iteration 29Q: 3 clusters Score -1.05017e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -10501773.000000 Penalty: 3688.438232
	Iteration 30Q: 3 clusters Score -1.050177e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -10501821.000000 Penalty: 3688.438232
	Iteration 31Q: 3 clusters Score -1.050182e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -10501904.000000 Penalty: 3688.438232
	Iteration 32Q: 3 clusters Score -1.05019e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -10501928.000000 Penalty: 3688.438232
	Iteration 33Q: 3 clusters Score -1.050193e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -10502079.000000 Penalty: 3688.438232
	Iteration 34Q: 3 clusters Score -1.050208e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -10502150.000000 Penalty: 3688.438232
	Iteration 35Q: 3 clusters Score -1.050215e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -10502246.000000 Penalty: 3688.438232
	Iteration 36Q: 3 clusters Score -1.050225e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -10502352.000000 Penalty: 3688.438232
	Iteration 37Q: 3 clusters Score -1.050235e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -10502446.000000 Penalty: 3688.438232
	Iteration 38Q: 3 clusters Score -1.050245e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -10502516.000000 Penalty: 3688.438232
	Iteration 39Q: 3 clusters Score -1.050252e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -10502597.000000 Penalty: 3688.438232
	Iteration 40F: 3 clusters Score -1.05026e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -10502651.000000 Penalty: 3688.438232
	Iteration 41Q: 3 clusters Score -1.050265e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49842 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -10502704.000000 Penalty: 3688.438232
	Iteration 42Q: 3 clusters Score -1.05027e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -10502699.000000 Penalty: 3688.438232
	Iteration 43Q: 3 clusters Score -1.05027e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -10502743.000000 Penalty: 3688.438232
	Iteration 44Q: 3 clusters Score -1.050274e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -10502769.000000 Penalty: 3688.438232
	Iteration 45Q: 3 clusters Score -1.050277e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -10502803.000000 Penalty: 3688.438232
	Iteration 46Q: 3 clusters Score -1.05028e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -10502815.000000 Penalty: 3688.438232
	Iteration 47Q: 3 clusters Score -1.050282e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -10502788.000000 Penalty: 3688.438232
	Iteration 48Q: 3 clusters Score -1.050279e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -10502789.000000 Penalty: 3688.438232
	Iteration 49Q: 3 clusters Score -1.050279e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -10502816.000000 Penalty: 3688.438232
	Iteration 50Q: 3 clusters Score -1.050282e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -10502827.000000 Penalty: 3688.438232
	Iteration 51Q: 3 clusters Score -1.050283e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -10502820.000000 Penalty: 3688.438232
	Iteration 52Q: 3 clusters Score -1.050282e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -10502844.000000 Penalty: 3688.438232
	Iteration 53Q: 3 clusters Score -1.050284e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -10502857.000000 Penalty: 3688.438232
	Iteration 54Q: 3 clusters Score -1.050286e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -10502867.000000 Penalty: 3688.438232
	Iteration 55Q: 3 clusters Score -1.050287e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -10502889.000000 Penalty: 3688.438232
	Iteration 56Q: 3 clusters Score -1.050289e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -10502915.000000 Penalty: 3688.438232
	Iteration 57Q: 3 clusters Score -1.050292e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -10502949.000000 Penalty: 3688.438232
	Iteration 58Q: 3 clusters Score -1.050295e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -10502970.000000 Penalty: 3688.438232
	Iteration 59Q: 3 clusters Score -1.050297e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -10502946.000000 Penalty: 3688.438232
	Iteration 60F: 3 clusters Score -1.050295e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -10502935.000000 Penalty: 3688.438232
	Iteration 61Q: 3 clusters Score -1.050294e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -10502927.000000 Penalty: 3688.438232
	Iteration 62Q: 3 clusters Score -1.050293e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -10502960.000000 Penalty: 3688.438232
	Iteration 63Q: 3 clusters Score -1.050296e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -10502941.000000 Penalty: 3688.438232
	Iteration 64Q: 3 clusters Score -1.050294e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -10502941.000000 Penalty: 3688.438232
	Iteration 65Q: 3 clusters Score -1.050294e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -10502922.000000 Penalty: 3688.438232
	Iteration 66Q: 3 clusters Score -1.050292e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -10502945.000000 Penalty: 3688.438232
	Iteration 67Q: 3 clusters Score -1.050294e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -10502959.000000 Penalty: 3688.438232
	Iteration 68Q: 3 clusters Score -1.050296e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -10502939.000000 Penalty: 3688.438232
	Iteration 69Q: 3 clusters Score -1.050294e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -10502937.000000 Penalty: 3688.438232
	Iteration 70Q: 3 clusters Score -1.050294e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -10502953.000000 Penalty: 3688.438232
	Iteration 71Q: 3 clusters Score -1.050295e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -10502924.000000 Penalty: 3688.438232
	Iteration 72Q: 3 clusters Score -1.050292e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -10502907.000000 Penalty: 3688.438232
	Iteration 73Q: 3 clusters Score -1.050291e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -10502906.000000 Penalty: 3688.438232
	Iteration 74Q: 3 clusters Score -1.050291e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52519 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -10502922.000000 Penalty: 3688.438232
	Iteration 75Q: 3 clusters Score -1.050292e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -10502908.000000 Penalty: 3688.438232
	Iteration 76Q: 3 clusters Score -1.050291e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -10502917.000000 Penalty: 3688.438232
	Iteration 77Q: 3 clusters Score -1.050292e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -10502919.000000 Penalty: 3688.438232
	Iteration 78Q: 3 clusters Score -1.050292e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -10502923.000000 Penalty: 3688.438232
	Iteration 79Q: 3 clusters Score -1.050292e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -10502902.000000 Penalty: 3688.438232
	Iteration 80F: 3 clusters Score -1.05029e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -10502907.000000 Penalty: 3688.438232
	Iteration 81Q: 3 clusters Score -1.050291e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -10502902.000000 Penalty: 3688.438232
	Iteration 82Q: 3 clusters Score -1.05029e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -10502907.000000 Penalty: 3688.438232
	Iteration 83Q: 3 clusters Score -1.050291e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -10502910.000000 Penalty: 3688.438232
	Iteration 84Q: 3 clusters Score -1.050291e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -10502920.000000 Penalty: 3688.438232
	Iteration 85Q: 3 clusters Score -1.050292e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -10502933.000000 Penalty: 3688.438232
	Iteration 86Q: 3 clusters Score -1.050293e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -10502938.000000 Penalty: 3688.438232
	Iteration 87Q: 3 clusters Score -1.050294e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -10502936.000000 Penalty: 3688.438232
	Iteration 88Q: 3 clusters Score -1.050294e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -10502929.000000 Penalty: 3688.438232
	Iteration 89Q: 3 clusters Score -1.050293e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -10502926.000000 Penalty: 3688.438232
	Iteration 90Q: 3 clusters Score -1.050293e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -10502935.000000 Penalty: 3688.438232
	Iteration 91Q: 3 clusters Score -1.050294e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -10502926.000000 Penalty: 3688.438232
	Iteration 92Q: 3 clusters Score -1.050293e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -10502935.000000 Penalty: 3688.438232
	Iteration 93Q: 3 clusters Score -1.050294e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -10502939.000000 Penalty: 3688.438232
	Iteration 94Q: 3 clusters Score -1.050294e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -10502921.000000 Penalty: 3688.438232
	Iteration 95Q: 3 clusters Score -1.050292e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -10502931.000000 Penalty: 3688.438232
	Iteration 96Q: 3 clusters Score -1.050293e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -10502922.000000 Penalty: 3688.438232
	Iteration 97Q: 3 clusters Score -1.050292e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -10502915.000000 Penalty: 3688.438232
	Iteration 98Q: 3 clusters Score -1.050292e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -10502921.000000 Penalty: 3688.438232
	Iteration 99Q: 3 clusters Score -1.050292e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -10502922.000000 Penalty: 3688.438232
	Iteration 100F: 3 clusters Score -1.050292e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53605 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -10502916.000000 Penalty: 3688.438232
	Iteration 101Q: 3 clusters Score -1.050292e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -10502914.000000 Penalty: 3688.438232
	Iteration 102Q: 3 clusters Score -1.050291e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -10502904.000000 Penalty: 3688.438232
	Iteration 103Q: 3 clusters Score -1.05029e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -10502912.000000 Penalty: 3688.438232
	Iteration 104Q: 3 clusters Score -1.050291e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -10502922.000000 Penalty: 3688.438232
	Iteration 105Q: 3 clusters Score -1.050292e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -10502907.000000 Penalty: 3688.438232
	Iteration 106Q: 3 clusters Score -1.050291e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -10502897.000000 Penalty: 3688.438232
	Iteration 107Q: 3 clusters Score -1.05029e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -10502925.000000 Penalty: 3688.438232
	Iteration 108Q: 3 clusters Score -1.050292e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -10502929.000000 Penalty: 3688.438232
	Iteration 109Q: 3 clusters Score -1.050293e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -10502923.000000 Penalty: 3688.438232
	Iteration 110Q: 3 clusters Score -1.050292e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -10502901.000000 Penalty: 3688.438232
	Iteration 111Q: 3 clusters Score -1.05029e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -10502912.000000 Penalty: 3688.438232
	Iteration 112Q: 3 clusters Score -1.050291e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -10502914.000000 Penalty: 3688.438232
	Iteration 113Q: 3 clusters Score -1.050291e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -10502920.000000 Penalty: 3688.438232
	Iteration 114Q: 3 clusters Score -1.050292e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -10502920.000000 Penalty: 3688.438232
	Iteration 115Q: 3 clusters Score -1.050292e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -10502922.000000 Penalty: 3688.438232
	Iteration 116Q: 3 clusters Score -1.050292e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -10502938.000000 Penalty: 3688.438232
	Iteration 117Q: 3 clusters Score -1.050294e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -10502947.000000 Penalty: 3688.438232
	Iteration 118Q: 3 clusters Score -1.050295e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -10502945.000000 Penalty: 3688.438232
	Iteration 119Q: 3 clusters Score -1.050294e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -10502962.000000 Penalty: 3688.438232
	Iteration 120F: 3 clusters Score -1.050296e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -10502962.000000 Penalty: 3688.438232
	Iteration 121Q: 3 clusters Score -1.050296e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -10502960.000000 Penalty: 3688.438232
	Iteration 122Q: 3 clusters Score -1.050296e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -10502964.000000 Penalty: 3688.438232
	Iteration 123Q: 3 clusters Score -1.050296e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54339 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -10502959.000000 Penalty: 3688.438232
	Iteration 124Q: 3 clusters Score -1.050296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -10502971.000000 Penalty: 3688.438232
	Iteration 125Q: 3 clusters Score -1.050297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -10502971.000000 Penalty: 3688.438232
	Iteration 126Q: 3 clusters Score -1.050297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -10502964.000000 Penalty: 3688.438232
	Iteration 127Q: 3 clusters Score -1.050296e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -10502958.000000 Penalty: 3688.438232
	Iteration 128Q: 3 clusters Score -1.050296e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -10502960.000000 Penalty: 3688.438232
	Iteration 129Q: 3 clusters Score -1.050296e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -10502988.000000 Penalty: 3688.438232
	Iteration 130Q: 3 clusters Score -1.050299e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -10502994.000000 Penalty: 3688.438232
	Iteration 131Q: 3 clusters Score -1.050299e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -10502993.000000 Penalty: 3688.438232
	Iteration 132Q: 3 clusters Score -1.050299e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -10503003.000000 Penalty: 3688.438232
	Iteration 133Q: 3 clusters Score -1.0503e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -10503017.000000 Penalty: 3688.438232
	Iteration 134Q: 3 clusters Score -1.050302e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -10503007.000000 Penalty: 3688.438232
	Iteration 135Q: 3 clusters Score -1.050301e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -10503022.000000 Penalty: 3688.438232
	Iteration 136Q: 3 clusters Score -1.050302e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -10503026.000000 Penalty: 3688.438232
	Iteration 137Q: 3 clusters Score -1.050303e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -10503019.000000 Penalty: 3688.438232
	Iteration 138Q: 3 clusters Score -1.050302e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -10503043.000000 Penalty: 3688.438232
	Iteration 139Q: 3 clusters Score -1.050304e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -10503041.000000 Penalty: 3688.438232
	Iteration 140F: 3 clusters Score -1.050304e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -10503045.000000 Penalty: 3688.438232
	Iteration 141Q: 3 clusters Score -1.050304e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -10503047.000000 Penalty: 3688.438232
	Iteration 142Q: 3 clusters Score -1.050305e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -10503052.000000 Penalty: 3688.438232
	Iteration 143Q: 3 clusters Score -1.050305e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -10503042.000000 Penalty: 3688.438232
	Iteration 144Q: 3 clusters Score -1.050304e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -10503032.000000 Penalty: 3688.438232
	Iteration 145Q: 3 clusters Score -1.050303e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -10503024.000000 Penalty: 3688.438232
	Iteration 146Q: 3 clusters Score -1.050302e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -10503026.000000 Penalty: 3688.438232
	Iteration 147Q: 3 clusters Score -1.050303e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55566 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -10503026.000000 Penalty: 3688.438232
	Iteration 148Q: 3 clusters Score -1.050303e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -10503038.000000 Penalty: 3688.438232
	Iteration 149Q: 3 clusters Score -1.050304e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -10503037.000000 Penalty: 3688.438232
	Iteration 150Q: 3 clusters Score -1.050304e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -10503040.000000 Penalty: 3688.438232
	Iteration 151Q: 3 clusters Score -1.050304e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -10503065.000000 Penalty: 3688.438232
	Iteration 152Q: 3 clusters Score -1.050306e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -10503055.000000 Penalty: 3688.438232
	Iteration 153Q: 3 clusters Score -1.050306e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -10503047.000000 Penalty: 3688.438232
	Iteration 154Q: 3 clusters Score -1.050305e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56268 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -10503067.000000 Penalty: 3688.438232
	Iteration 155Q: 3 clusters Score -1.050307e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -10503075.000000 Penalty: 3688.438232
	Iteration 156Q: 3 clusters Score -1.050308e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -10503064.000000 Penalty: 3688.438232
	Iteration 157Q: 3 clusters Score -1.050306e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -10503084.000000 Penalty: 3688.438232
	Iteration 158Q: 3 clusters Score -1.050308e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -10503069.000000 Penalty: 3688.438232
	Iteration 159Q: 3 clusters Score -1.050307e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -10503064.000000 Penalty: 3688.438232
	Iteration 160F: 3 clusters Score -1.050306e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56929 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -10503057.000000 Penalty: 3688.438232
	Iteration 161Q: 3 clusters Score -1.050306e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -10503077.000000 Penalty: 3688.438232
	Iteration 162Q: 3 clusters Score -1.050308e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -10503093.000000 Penalty: 3688.438232
	Iteration 163Q: 3 clusters Score -1.050309e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -10503126.000000 Penalty: 3688.438232
	Iteration 164Q: 3 clusters Score -1.050313e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -10503145.000000 Penalty: 3688.438232
	Iteration 165Q: 3 clusters Score -1.050314e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -10503125.000000 Penalty: 3688.438232
	Iteration 166Q: 3 clusters Score -1.050312e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -10503151.000000 Penalty: 3688.438232
	Iteration 167Q: 3 clusters Score -1.050315e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -10503172.000000 Penalty: 3688.438232
	Iteration 168Q: 3 clusters Score -1.050317e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -10503167.000000 Penalty: 3688.438232
	Iteration 169Q: 3 clusters Score -1.050317e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -10503171.000000 Penalty: 3688.438232
	Iteration 170Q: 3 clusters Score -1.050317e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -10503178.000000 Penalty: 3688.438232
	Iteration 171Q: 3 clusters Score -1.050318e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -10503184.000000 Penalty: 3688.438232
	Iteration 172Q: 3 clusters Score -1.050318e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -10503190.000000 Penalty: 3688.438232
	Iteration 173Q: 3 clusters Score -1.050319e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -10503199.000000 Penalty: 3688.438232
	Iteration 174Q: 3 clusters Score -1.05032e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -10503180.000000 Penalty: 3688.438232
	Iteration 175Q: 3 clusters Score -1.050318e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -10503174.000000 Penalty: 3688.438232
	Iteration 176Q: 3 clusters Score -1.050317e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -10503168.000000 Penalty: 3688.438232
	Iteration 177Q: 3 clusters Score -1.050317e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -10503208.000000 Penalty: 3688.438232
	Iteration 178Q: 3 clusters Score -1.050321e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -10503224.000000 Penalty: 3688.438232
	Iteration 179Q: 3 clusters Score -1.050322e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -10503233.000000 Penalty: 3688.438232
	Iteration 180F: 3 clusters Score -1.050323e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -10503253.000000 Penalty: 3688.438232
	Iteration 181Q: 3 clusters Score -1.050325e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -10503289.000000 Penalty: 3688.438232
	Iteration 182Q: 3 clusters Score -1.050329e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59973 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -10503308.000000 Penalty: 3688.438232
	Iteration 183Q: 3 clusters Score -1.050331e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60128 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -10503311.000000 Penalty: 3688.438232
	Iteration 184Q: 3 clusters Score -1.050331e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60290 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -10503328.000000 Penalty: 3688.438232
	Iteration 185Q: 3 clusters Score -1.050333e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -10503345.000000 Penalty: 3688.438232
	Iteration 186Q: 3 clusters Score -1.050334e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -10503351.000000 Penalty: 3688.438232
	Iteration 187Q: 3 clusters Score -1.050335e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -10503356.000000 Penalty: 3688.438232
	Iteration 188Q: 3 clusters Score -1.050336e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -10503358.000000 Penalty: 3688.438232
	Iteration 189Q: 3 clusters Score -1.050336e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61180 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -10503367.000000 Penalty: 3688.438232
	Iteration 190Q: 3 clusters Score -1.050337e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -10503408.000000 Penalty: 3688.438232
	Iteration 191Q: 3 clusters Score -1.050341e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -10503400.000000 Penalty: 3688.438232
	Iteration 192Q: 3 clusters Score -1.05034e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -10503426.000000 Penalty: 3688.438232
	Iteration 193Q: 3 clusters Score -1.050343e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62064 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -10503462.000000 Penalty: 3688.438232
	Iteration 194Q: 3 clusters Score -1.050346e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -10503457.000000 Penalty: 3688.438232
	Iteration 195Q: 3 clusters Score -1.050346e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -10503499.000000 Penalty: 3688.438232
	Iteration 196Q: 3 clusters Score -1.05035e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -10503561.000000 Penalty: 3688.438232
	Iteration 197Q: 3 clusters Score -1.050356e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -10503603.000000 Penalty: 3688.438232
	Iteration 198Q: 3 clusters Score -1.05036e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -10503590.000000 Penalty: 3688.438232
	Iteration 199Q: 3 clusters Score -1.050359e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63962 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -10503670.000000 Penalty: 3688.438232
	Iteration 200F: 3 clusters Score -1.050367e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64386 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -10503734.000000 Penalty: 3688.438232
	Iteration 201Q: 3 clusters Score -1.050373e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64838 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -10503856.000000 Penalty: 3688.438232
	Iteration 202Q: 3 clusters Score -1.050386e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -10503942.000000 Penalty: 3688.438232
	Iteration 203Q: 3 clusters Score -1.050394e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65797 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -10504046.000000 Penalty: 3688.438232
	Iteration 204Q: 3 clusters Score -1.050405e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66332 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -10504126.000000 Penalty: 3688.438232
	Iteration 205Q: 3 clusters Score -1.050413e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66879 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -10504257.000000 Penalty: 3688.438232
	Iteration 206Q: 3 clusters Score -1.050426e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67448 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -10504404.000000 Penalty: 3688.438232
	Iteration 207Q: 3 clusters Score -1.05044e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68038 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -10504505.000000 Penalty: 3688.438232
	Iteration 208Q: 3 clusters Score -1.05045e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68661 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -10504633.000000 Penalty: 3688.438232
	Iteration 209Q: 3 clusters Score -1.050463e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69279 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -10504851.000000 Penalty: 3688.438232
	Iteration 210Q: 3 clusters Score -1.050485e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69893 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -10505010.000000 Penalty: 3688.438232
	Iteration 211Q: 3 clusters Score -1.050501e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70494 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -10505193.000000 Penalty: 3688.438232
	Iteration 212Q: 3 clusters Score -1.050519e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -10505272.000000 Penalty: 3688.438232
	Iteration 213Q: 3 clusters Score -1.050527e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -10505430.000000 Penalty: 3688.438232
	Iteration 214Q: 3 clusters Score -1.050543e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72445 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -10505613.000000 Penalty: 3688.438232
	Iteration 215Q: 3 clusters Score -1.050561e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73060 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -10505751.000000 Penalty: 3688.438232
	Iteration 216Q: 3 clusters Score -1.050575e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73709 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -10505935.000000 Penalty: 3688.438232
	Iteration 217Q: 3 clusters Score -1.050594e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74325 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -10506084.000000 Penalty: 3688.438232
	Iteration 218Q: 3 clusters Score -1.050608e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -10506189.000000 Penalty: 3688.438232
	Iteration 219Q: 3 clusters Score -1.050619e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75529 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -10506339.000000 Penalty: 3688.438232
	Iteration 220F: 3 clusters Score -1.050634e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -10506479.000000 Penalty: 3688.438232
	Iteration 221Q: 3 clusters Score -1.050648e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76548 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -10506605.000000 Penalty: 3688.438232
	Iteration 222Q: 3 clusters Score -1.05066e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -10506749.000000 Penalty: 3688.438232
	Iteration 223Q: 3 clusters Score -1.050675e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77479 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -10506886.000000 Penalty: 3688.438232
	Iteration 224Q: 3 clusters Score -1.050689e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -10506974.000000 Penalty: 3688.438232
	Iteration 225Q: 3 clusters Score -1.050697e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78274 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -10507063.000000 Penalty: 3688.438232
	Iteration 226Q: 3 clusters Score -1.050706e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78662 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -10507180.000000 Penalty: 3688.438232
	Iteration 227Q: 3 clusters Score -1.050718e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -10507311.000000 Penalty: 3688.438232
	Iteration 228Q: 3 clusters Score -1.050731e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -10507413.000000 Penalty: 3688.438232
	Iteration 229Q: 3 clusters Score -1.050741e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79666 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -10507472.000000 Penalty: 3688.438232
	Iteration 230Q: 3 clusters Score -1.050747e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79934 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -10507512.000000 Penalty: 3688.438232
	Iteration 231Q: 3 clusters Score -1.050751e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80132 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -10507561.000000 Penalty: 3688.438232
	Iteration 232Q: 3 clusters Score -1.050756e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80330 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -10507613.000000 Penalty: 3688.438232
	Iteration 233Q: 3 clusters Score -1.050761e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -10507651.000000 Penalty: 3688.438232
	Iteration 234Q: 3 clusters Score -1.050765e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -10507696.000000 Penalty: 3688.438232
	Iteration 235Q: 3 clusters Score -1.05077e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80896 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -10507736.000000 Penalty: 3688.438232
	Iteration 236Q: 3 clusters Score -1.050774e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -10507776.000000 Penalty: 3688.438232
	Iteration 237Q: 3 clusters Score -1.050778e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81188 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -10507801.000000 Penalty: 3688.438232
	Iteration 238Q: 3 clusters Score -1.05078e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -10507850.000000 Penalty: 3688.438232
	Iteration 239Q: 3 clusters Score -1.050785e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -10507878.000000 Penalty: 3688.438232
	Iteration 240F: 3 clusters Score -1.050788e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81531 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -10507912.000000 Penalty: 3688.438232
	Iteration 241Q: 3 clusters Score -1.050791e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81612 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -10507921.000000 Penalty: 3688.438232
	Iteration 242Q: 3 clusters Score -1.050792e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81695 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -10507929.000000 Penalty: 3688.438232
	Iteration 243Q: 3 clusters Score -1.050793e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -10507954.000000 Penalty: 3688.438232
	Iteration 244Q: 3 clusters Score -1.050795e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -10507970.000000 Penalty: 3688.438232
	Iteration 245Q: 3 clusters Score -1.050797e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -10507965.000000 Penalty: 3688.438232
	Iteration 246Q: 3 clusters Score -1.050796e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81956 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -10507977.000000 Penalty: 3688.438232
	Iteration 247Q: 3 clusters Score -1.050798e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82024 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -10507998.000000 Penalty: 3688.438232
	Iteration 248Q: 3 clusters Score -1.0508e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -10508018.000000 Penalty: 3688.438232
	Iteration 249Q: 3 clusters Score -1.050802e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -10508021.000000 Penalty: 3688.438232
	Iteration 250Q: 3 clusters Score -1.050802e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82197 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -10508058.000000 Penalty: 3688.438232
	Iteration 251Q: 3 clusters Score -1.050806e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82253 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -10508101.000000 Penalty: 3688.438232
	Iteration 252Q: 3 clusters Score -1.05081e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -10508111.000000 Penalty: 3688.438232
	Iteration 253Q: 3 clusters Score -1.050811e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -10508106.000000 Penalty: 3688.438232
	Iteration 254Q: 3 clusters Score -1.050811e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82370 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -10508111.000000 Penalty: 3688.438232
	Iteration 255Q: 3 clusters Score -1.050811e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82394 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -10508134.000000 Penalty: 3688.438232
	Iteration 256Q: 3 clusters Score -1.050813e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82415 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -10508120.000000 Penalty: 3688.438232
	Iteration 257Q: 3 clusters Score -1.050812e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -10508128.000000 Penalty: 3688.438232
	Iteration 258Q: 3 clusters Score -1.050813e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82441 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -10508138.000000 Penalty: 3688.438232
	Iteration 259Q: 3 clusters Score -1.050814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -10508127.000000 Penalty: 3688.438232
	Iteration 260F: 3 clusters Score -1.050813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82464 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -10508129.000000 Penalty: 3688.438232
	Iteration 261Q: 3 clusters Score -1.050813e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -10508128.000000 Penalty: 3688.438232
	Iteration 262Q: 3 clusters Score -1.050813e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -10508126.000000 Penalty: 3688.438232
	Iteration 263Q: 3 clusters Score -1.050813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82511 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -10508129.000000 Penalty: 3688.438232
	Iteration 264Q: 3 clusters Score -1.050813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82523 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -10508134.000000 Penalty: 3688.438232
	Iteration 265Q: 3 clusters Score -1.050813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82531 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -10508129.000000 Penalty: 3688.438232
	Iteration 266Q: 3 clusters Score -1.050813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82542 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -10508121.000000 Penalty: 3688.438232
	Iteration 267Q: 3 clusters Score -1.050812e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82556 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -10508133.000000 Penalty: 3688.438232
	Iteration 268Q: 3 clusters Score -1.050813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82566 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -10508124.000000 Penalty: 3688.438232
	Iteration 269Q: 3 clusters Score -1.050812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82577 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -10508115.000000 Penalty: 3688.438232
	Iteration 270Q: 3 clusters Score -1.050812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -10508107.000000 Penalty: 3688.438232
	Iteration 271Q: 3 clusters Score -1.050811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82591 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -10508125.000000 Penalty: 3688.438232
	Iteration 272Q: 3 clusters Score -1.050812e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -10508124.000000 Penalty: 3688.438232
	Iteration 273Q: 3 clusters Score -1.050812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -10508129.000000 Penalty: 3688.438232
	Iteration 274Q: 3 clusters Score -1.050813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82613 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -10508128.000000 Penalty: 3688.438232
	Iteration 275Q: 3 clusters Score -1.050813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82622 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10508128.000000 Penalty: 3688.438232
	Iteration 276Q: 3 clusters Score -1.050813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82628 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -10508136.000000 Penalty: 3688.438232
	Iteration 277Q: 3 clusters Score -1.050814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -10508132.000000 Penalty: 3688.438232
	Iteration 278Q: 3 clusters Score -1.050813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -10508127.000000 Penalty: 3688.438232
	Iteration 279Q: 3 clusters Score -1.050813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82642 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -10508129.000000 Penalty: 3688.438232
	Iteration 280F: 3 clusters Score -1.050813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82646 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -10508136.000000 Penalty: 3688.438232
	Iteration 281Q: 3 clusters Score -1.050814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82653 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -10508146.000000 Penalty: 3688.438232
	Iteration 282Q: 3 clusters Score -1.050815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82658 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -10508147.000000 Penalty: 3688.438232
	Iteration 283Q: 3 clusters Score -1.050815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -10508134.000000 Penalty: 3688.438232
	Iteration 284Q: 3 clusters Score -1.050813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -10508139.000000 Penalty: 3688.438232
	Iteration 285Q: 3 clusters Score -1.050814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82667 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -10508147.000000 Penalty: 3688.438232
	Iteration 286Q: 3 clusters Score -1.050815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82673 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -10508161.000000 Penalty: 3688.438232
	Iteration 287Q: 3 clusters Score -1.050816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82678 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -10508167.000000 Penalty: 3688.438232
	Iteration 288Q: 3 clusters Score -1.050817e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -10508176.000000 Penalty: 3688.438232
	Iteration 289Q: 3 clusters Score -1.050818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82698 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -10508170.000000 Penalty: 3688.438232
	Iteration 290Q: 3 clusters Score -1.050817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82710 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -10508182.000000 Penalty: 3688.438232
	Iteration 291Q: 3 clusters Score -1.050818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82717 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -10508174.000000 Penalty: 3688.438232
	Iteration 292Q: 3 clusters Score -1.050817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82727 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -10508173.000000 Penalty: 3688.438232
	Iteration 293Q: 3 clusters Score -1.050817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82733 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -10508182.000000 Penalty: 3688.438232
	Iteration 294Q: 3 clusters Score -1.050818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -10508185.000000 Penalty: 3688.438232
	Iteration 295Q: 3 clusters Score -1.050818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82751 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -10508185.000000 Penalty: 3688.438232
	Iteration 296Q: 3 clusters Score -1.050818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -10508182.000000 Penalty: 3688.438232
	Iteration 297Q: 3 clusters Score -1.050818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -10508185.000000 Penalty: 3688.438232
	Iteration 298Q: 3 clusters Score -1.050818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82785 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -10508188.000000 Penalty: 3688.438232
	Iteration 299Q: 3 clusters Score -1.050819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82797 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -10508201.000000 Penalty: 3688.438232
	Iteration 300F: 3 clusters Score -1.05082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82806 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -10508188.000000 Penalty: 3688.438232
	Iteration 301Q: 3 clusters Score -1.050819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -10508189.000000 Penalty: 3688.438232
	Iteration 302Q: 3 clusters Score -1.050819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -10508194.000000 Penalty: 3688.438232
	Iteration 303Q: 3 clusters Score -1.050819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82819 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -10508186.000000 Penalty: 3688.438232
	Iteration 304Q: 3 clusters Score -1.050819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82819 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -10508191.000000 Penalty: 3688.438232
	Iteration 305Q: 3 clusters Score -1.050819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82819 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -10508191.000000 Penalty: 3688.438232
	Iteration 306F: 3 clusters Score -1.050819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Entering Unmasked Estep 
Score: -5761527.000000 Penalty: 1745.987305
	Iteration 0F: 2 clusters Score -5761527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -5730646.500000 Penalty: 3491.974609
	Iteration 0F: 3 clusters Score -5730646 nChanged 21678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -5742970.500000 Penalty: 3491.974609
	Iteration 1F: 3 clusters Score -5742970 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -5743752.000000 Penalty: 3491.974609
	Iteration 2Q: 3 clusters Score -5743752 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -5744841.500000 Penalty: 3491.974609
	Iteration 3Q: 3 clusters Score -5744842 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -5746364.000000 Penalty: 3491.974609
	Iteration 4F: 3 clusters Score -5746364 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -5748227.000000 Penalty: 3491.974609
	Iteration 5F: 3 clusters Score -5748227 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -5750329.000000 Penalty: 3491.974609
	Iteration 6F: 3 clusters Score -5750329 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -5752314.500000 Penalty: 3491.974609
	Iteration 7F: 3 clusters Score -5752314 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -5753858.000000 Penalty: 3491.974609
	Iteration 8F: 3 clusters Score -5753858 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -5754745.000000 Penalty: 3491.974609
	Iteration 9Q: 3 clusters Score -5754745 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -5755140.000000 Penalty: 3491.974609
	Iteration 10Q: 3 clusters Score -5755140 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -5755305.000000 Penalty: 3491.974609
	Iteration 11Q: 3 clusters Score -5755305 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -5755391.000000 Penalty: 3491.974609
	Iteration 12Q: 3 clusters Score -5755391 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -5755492.000000 Penalty: 3491.974609
	Iteration 13Q: 3 clusters Score -5755492 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -5755613.500000 Penalty: 3491.974609
	Iteration 14Q: 3 clusters Score -5755614 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -5755699.000000 Penalty: 3491.974609
	Iteration 15Q: 3 clusters Score -5755699 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -5755775.000000 Penalty: 3491.974609
	Iteration 16Q: 3 clusters Score -5755775 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5755825 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5755920 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5755966 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5756020 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5756117 nChanged 351
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5756212 nChanged 345
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5756258 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5756340 nChanged 335
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5756396 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5756427 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5756482 nChanged 367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5756532 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5756584 nChanged 354
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Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5756672 nChanged 368
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Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5756761 nChanged 376
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Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5756811 nChanged 372
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Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5756882 nChanged 386
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5756956 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5757018 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5757128 nChanged 420
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Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5757208 nChanged 454
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Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5757304 nChanged 482
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5757424 nChanged 504
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Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5757568 nChanged 523
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Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5757730 nChanged 548
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Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5757904 nChanged 560
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Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5758095 nChanged 516
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Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5758256 nChanged 507
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Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5758390 nChanged 491
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Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5758514 nChanged 440
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Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5758660 nChanged 466
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Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5758814 nChanged 456
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Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5758954 nChanged 444
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Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5759096 nChanged 409
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Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5759214 nChanged 373
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Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5759298 nChanged 349
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Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5759392 nChanged 333
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Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5759502 nChanged 311
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5759556 nChanged 258
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Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5759625 nChanged 264
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Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5759704 nChanged 239
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Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5759778 nChanged 230
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Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5759835 nChanged 240
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5759930 nChanged 222
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Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5759984 nChanged 211
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Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5760021 nChanged 173
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Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5760042 nChanged 157
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Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5760090 nChanged 140
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Mstep: Class 1 contains 42353 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5760112 nChanged 124
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Mstep: Class 1 contains 42477 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5760122 nChanged 102
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Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5760145 nChanged 94
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Mstep: Class 1 contains 42673 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5760164 nChanged 79
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Mstep: Class 1 contains 42752 members 
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	Iteration 69Q: 3 clusters Score -5760157 nChanged 50
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Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5760162 nChanged 57
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Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 3517 members 
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	Iteration 71Q: 3 clusters Score -5760180 nChanged 63
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Mstep: Class 1 contains 42920 members 
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	Iteration 72Q: 3 clusters Score -5760204 nChanged 64
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Mstep: Class 1 contains 42984 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5760228 nChanged 61
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Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5760232 nChanged 52
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Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5760234 nChanged 53
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Mstep: Class 1 contains 43146 members 
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	Iteration 76Q: 3 clusters Score -5760250 nChanged 45
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Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5760252 nChanged 44
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Mstep: Class 1 contains 43235 members 
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	Iteration 78Q: 3 clusters Score -5760255 nChanged 52
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Mstep: Class 1 contains 43287 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5760274 nChanged 45
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Mstep: Class 1 contains 43328 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5760288 nChanged 31
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Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 3017 members 
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	Iteration 81Q: 3 clusters Score -5760287 nChanged 31
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Mstep: Class 1 contains 43390 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5760280 nChanged 32
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Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5760276 nChanged 31
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Mstep: Class 1 contains 43451 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5760294 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43478 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5760304 nChanged 29
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Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 2869 members 
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	Iteration 86Q: 3 clusters Score -5760306 nChanged 32
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	Iteration 87Q: 3 clusters Score -5760308 nChanged 22
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	Iteration 88Q: 3 clusters Score -5760311 nChanged 27
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Mstep: Class 1 contains 43586 members 
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	Iteration 89Q: 3 clusters Score -5760310 nChanged 23
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Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 2767 members 
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	Iteration 90Q: 3 clusters Score -5760314 nChanged 15
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Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 2752 members 
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	Iteration 91Q: 3 clusters Score -5760314 nChanged 12
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Mstep: Class 1 contains 43636 members 
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	Iteration 92Q: 3 clusters Score -5760316 nChanged 20
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Mstep: Class 1 contains 43654 members 
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	Iteration 93Q: 3 clusters Score -5760326 nChanged 25
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Mstep: Class 1 contains 43679 members 
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	Iteration 94Q: 3 clusters Score -5760332 nChanged 20
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Mstep: Class 1 contains 43697 members 
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	Iteration 95Q: 3 clusters Score -5760340 nChanged 19
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Mstep: Class 1 contains 43716 members 
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	Iteration 96Q: 3 clusters Score -5760340 nChanged 13
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Mstep: Class 1 contains 43729 members 
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	Iteration 97Q: 3 clusters Score -5760342 nChanged 14
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	Iteration 98Q: 3 clusters Score -5760349 nChanged 13
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	Iteration 99Q: 3 clusters Score -5760354 nChanged 13
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5760358 nChanged 16
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	Iteration 101Q: 3 clusters Score -5760373 nChanged 12
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	Iteration 102Q: 3 clusters Score -5760371 nChanged 11
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Mstep: Class 1 contains 43804 members 
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	Iteration 103Q: 3 clusters Score -5760376 nChanged 9
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	Iteration 104Q: 3 clusters Score -5760374 nChanged 14
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	Iteration 105Q: 3 clusters Score -5760373 nChanged 11
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	Iteration 106Q: 3 clusters Score -5760376 nChanged 9
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	Iteration 107Q: 3 clusters Score -5760374 nChanged 11
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	Iteration 108Q: 3 clusters Score -5760372 nChanged 12
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	Iteration 109Q: 3 clusters Score -5760376 nChanged 15
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Entering Unmasked Estep 
Score: -5760376.000000 Penalty: 3491.974609
	Iteration 110Q: 3 clusters Score -5760376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5760378.000000 Penalty: 3491.974609
	Iteration 111Q: 3 clusters Score -5760378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5760376.500000 Penalty: 3491.974609
	Iteration 112Q: 3 clusters Score -5760376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5760384.000000 Penalty: 3491.974609
	Iteration 113Q: 3 clusters Score -5760384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5760383.500000 Penalty: 3491.974609
	Iteration 114Q: 3 clusters Score -5760384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5760379.000000 Penalty: 3491.974609
	Iteration 115Q: 3 clusters Score -5760379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5760375.000000 Penalty: 3491.974609
	Iteration 116Q: 3 clusters Score -5760375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5760375.500000 Penalty: 3491.974609
	Iteration 117Q: 3 clusters Score -5760376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5760378.000000 Penalty: 3491.974609
	Iteration 118Q: 3 clusters Score -5760378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -5760376.500000 Penalty: 3491.974609
	Iteration 119Q: 3 clusters Score -5760376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5760379.500000 Penalty: 3491.974609
	Iteration 120F: 3 clusters Score -5760380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5760381.000000 Penalty: 3491.974609
	Iteration 121Q: 3 clusters Score -5760381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5760381.000000 Penalty: 3491.974609
	Iteration 122Q: 3 clusters Score -5760381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5760381.000000 Penalty: 3491.974609
	Iteration 123F: 3 clusters Score -5760381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Entering Unmasked Estep 
Score: -431464.562500 Penalty: 1323.510376
	Iteration 0F: 2 clusters Score -431464.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -428492.593750 Penalty: 2647.020752
	Iteration 0F: 3 clusters Score -428492.6 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -429203.125000 Penalty: 2647.020752
	Iteration 1F: 3 clusters Score -429203.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -429355.093750 Penalty: 2647.020752
	Iteration 2F: 3 clusters Score -429355.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -429461.375000 Penalty: 2647.020752
	Iteration 3F: 3 clusters Score -429461.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -429515.750000 Penalty: 2647.020752
	Iteration 4Q: 3 clusters Score -429515.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -429545.718750 Penalty: 2647.020752
	Iteration 5Q: 3 clusters Score -429545.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -429565.375000 Penalty: 2647.020752
	Iteration 6Q: 3 clusters Score -429565.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -429580.125000 Penalty: 2647.020752
	Iteration 7Q: 3 clusters Score -429580.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -429591.968750 Penalty: 2647.020752
	Iteration 8Q: 3 clusters Score -429592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -429602.562500 Penalty: 2647.020752
	Iteration 9Q: 3 clusters Score -429602.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -429612.281250 Penalty: 2647.020752
	Iteration 10Q: 3 clusters Score -429612.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -429621.218750 Penalty: 2647.020752
	Iteration 11Q: 3 clusters Score -429621.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -429632.593750 Penalty: 2647.020752
	Iteration 12Q: 3 clusters Score -429632.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -429643.812500 Penalty: 2647.020752
	Iteration 13Q: 3 clusters Score -429643.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -429649.937500 Penalty: 2647.020752
	Iteration 14Q: 3 clusters Score -429649.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -429661.125000 Penalty: 2647.020752
	Iteration 15Q: 3 clusters Score -429661.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -429670.281250 Penalty: 2647.020752
	Iteration 16Q: 3 clusters Score -429670.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -429676.625000 Penalty: 2647.020752
	Iteration 17Q: 3 clusters Score -429676.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -429680.812500 Penalty: 2647.020752
	Iteration 18Q: 3 clusters Score -429680.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -429687.093750 Penalty: 2647.020752
	Iteration 19Q: 3 clusters Score -429687.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -429694.218750 Penalty: 2647.020752
	Iteration 20F: 3 clusters Score -429694.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -429700.750000 Penalty: 2647.020752
	Iteration 21Q: 3 clusters Score -429700.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -429706.218750 Penalty: 2647.020752
	Iteration 22Q: 3 clusters Score -429706.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -429709.937500 Penalty: 2647.020752
	Iteration 23Q: 3 clusters Score -429709.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -429712.281250 Penalty: 2647.020752
	Iteration 24Q: 3 clusters Score -429712.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -429715.750000 Penalty: 2647.020752
	Iteration 25Q: 3 clusters Score -429715.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -429718.812500 Penalty: 2647.020752
	Iteration 26Q: 3 clusters Score -429718.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -429721.031250 Penalty: 2647.020752
	Iteration 27Q: 3 clusters Score -429721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -429723.125000 Penalty: 2647.020752
	Iteration 28Q: 3 clusters Score -429723.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -429725.593750 Penalty: 2647.020752
	Iteration 29Q: 3 clusters Score -429725.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -429727.093750 Penalty: 2647.020752
	Iteration 30Q: 3 clusters Score -429727.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -429728.625000 Penalty: 2647.020752
	Iteration 31Q: 3 clusters Score -429728.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -429732.437500 Penalty: 2647.020752
	Iteration 32Q: 3 clusters Score -429732.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -429738.468750 Penalty: 2647.020752
	Iteration 33Q: 3 clusters Score -429738.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -429742.968750 Penalty: 2647.020752
	Iteration 34Q: 3 clusters Score -429743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -429746.687500 Penalty: 2647.020752
	Iteration 35Q: 3 clusters Score -429746.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -429748.562500 Penalty: 2647.020752
	Iteration 36Q: 3 clusters Score -429748.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -429751.843750 Penalty: 2647.020752
	Iteration 37Q: 3 clusters Score -429751.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -429754.593750 Penalty: 2647.020752
	Iteration 38Q: 3 clusters Score -429754.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -429757.375000 Penalty: 2647.020752
	Iteration 39Q: 3 clusters Score -429757.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -429759.468750 Penalty: 2647.020752
	Iteration 40F: 3 clusters Score -429759.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -429765.187500 Penalty: 2647.020752
	Iteration 41Q: 3 clusters Score -429765.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -429772.718750 Penalty: 2647.020752
	Iteration 42Q: 3 clusters Score -429772.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -429782.375000 Penalty: 2647.020752
	Iteration 43Q: 3 clusters Score -429782.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -429789.718750 Penalty: 2647.020752
	Iteration 44Q: 3 clusters Score -429789.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -429797.937500 Penalty: 2647.020752
	Iteration 45Q: 3 clusters Score -429797.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -429806.593750 Penalty: 2647.020752
	Iteration 46Q: 3 clusters Score -429806.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -429816.937500 Penalty: 2647.020752
	Iteration 47Q: 3 clusters Score -429816.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -429833.156250 Penalty: 2647.020752
	Iteration 48Q: 3 clusters Score -429833.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -429857.687500 Penalty: 2647.020752
	Iteration 49Q: 3 clusters Score -429857.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -429885.062500 Penalty: 2647.020752
	Iteration 50Q: 3 clusters Score -429885.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -429922.031250 Penalty: 2647.020752
	Iteration 51Q: 3 clusters Score -429922 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -429952.343750 Penalty: 2647.020752
	Iteration 52Q: 3 clusters Score -429952.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -429977.093750 Penalty: 2647.020752
	Iteration 53Q: 3 clusters Score -429977.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -430003.312500 Penalty: 2647.020752
	Iteration 54Q: 3 clusters Score -430003.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -430031.187500 Penalty: 2647.020752
	Iteration 55Q: 3 clusters Score -430031.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -430059.437500 Penalty: 2647.020752
	Iteration 56Q: 3 clusters Score -430059.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -430081.906250 Penalty: 2647.020752
	Iteration 57Q: 3 clusters Score -430081.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -430102.093750 Penalty: 2647.020752
	Iteration 58Q: 3 clusters Score -430102.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -430122.906250 Penalty: 2647.020752
	Iteration 59Q: 3 clusters Score -430122.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -430142.375000 Penalty: 2647.020752
	Iteration 60F: 3 clusters Score -430142.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -430161.625000 Penalty: 2647.020752
	Iteration 61Q: 3 clusters Score -430161.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -430174.031250 Penalty: 2647.020752
	Iteration 62Q: 3 clusters Score -430174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -430186.156250 Penalty: 2647.020752
	Iteration 63Q: 3 clusters Score -430186.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -430199.875000 Penalty: 2647.020752
	Iteration 64Q: 3 clusters Score -430199.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -430217.375000 Penalty: 2647.020752
	Iteration 65Q: 3 clusters Score -430217.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -430226.468750 Penalty: 2647.020752
	Iteration 66Q: 3 clusters Score -430226.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -430231.906250 Penalty: 2647.020752
	Iteration 67Q: 3 clusters Score -430231.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -430241.218750 Penalty: 2647.020752
	Iteration 68Q: 3 clusters Score -430241.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -430247.343750 Penalty: 2647.020752
	Iteration 69Q: 3 clusters Score -430247.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -430251.156250 Penalty: 2647.020752
	Iteration 70Q: 3 clusters Score -430251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -430252.812500 Penalty: 2647.020752
	Iteration 71Q: 3 clusters Score -430252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -430254.406250 Penalty: 2647.020752
	Iteration 72Q: 3 clusters Score -430254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -430257.468750 Penalty: 2647.020752
	Iteration 73Q: 3 clusters Score -430257.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -430261.906250 Penalty: 2647.020752
	Iteration 74Q: 3 clusters Score -430261.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -430265.281250 Penalty: 2647.020752
	Iteration 75Q: 3 clusters Score -430265.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -430267.875000 Penalty: 2647.020752
	Iteration 76Q: 3 clusters Score -430267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -430271.968750 Penalty: 2647.020752
	Iteration 77Q: 3 clusters Score -430272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -430273.718750 Penalty: 2647.020752
	Iteration 78Q: 3 clusters Score -430273.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -430276.468750 Penalty: 2647.020752
	Iteration 79Q: 3 clusters Score -430276.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -430278.125000 Penalty: 2647.020752
	Iteration 80F: 3 clusters Score -430278.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -430279.250000 Penalty: 2647.020752
	Iteration 81Q: 3 clusters Score -430279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -430281.375000 Penalty: 2647.020752
	Iteration 82Q: 3 clusters Score -430281.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -430283.250000 Penalty: 2647.020752
	Iteration 83Q: 3 clusters Score -430283.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -430284.125000 Penalty: 2647.020752
	Iteration 84Q: 3 clusters Score -430284.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -430284.687500 Penalty: 2647.020752
	Iteration 85Q: 3 clusters Score -430284.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -430285.781250 Penalty: 2647.020752
	Iteration 86Q: 3 clusters Score -430285.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -430286.593750 Penalty: 2647.020752
	Iteration 87Q: 3 clusters Score -430286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -430289.437500 Penalty: 2647.020752
	Iteration 88Q: 3 clusters Score -430289.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -430290.968750 Penalty: 2647.020752
	Iteration 89Q: 3 clusters Score -430291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -430292.062500 Penalty: 2647.020752
	Iteration 90Q: 3 clusters Score -430292.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -430292.781250 Penalty: 2647.020752
	Iteration 91Q: 3 clusters Score -430292.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -430292.781250 Penalty: 2647.020752
	Iteration 92F: 3 clusters Score -430292.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70785 members 
Entering Unmasked Estep 
Score: -8816300.000000 Penalty: 1814.702881
	Iteration 0F: 2 clusters Score -8816300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -8770166.000000 Penalty: 3629.405762
	Iteration 0F: 3 clusters Score -8770166 nChanged 33585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -8789215.000000 Penalty: 3629.405762
	Iteration 1F: 3 clusters Score -8789215 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -8789619.000000 Penalty: 3629.405762
	Iteration 2Q: 3 clusters Score -8789619 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -8790193.000000 Penalty: 3629.405762
	Iteration 3Q: 3 clusters Score -8790193 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -8790795.000000 Penalty: 3629.405762
	Iteration 4Q: 3 clusters Score -8790795 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -8791856.000000 Penalty: 3629.405762
	Iteration 5Q: 3 clusters Score -8791856 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -8793730.000000 Penalty: 3629.405762
	Iteration 6F: 3 clusters Score -8793730 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -8796999.000000 Penalty: 3629.405762
	Iteration 7F: 3 clusters Score -8796999 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -8801358.000000 Penalty: 3629.405762
	Iteration 8F: 3 clusters Score -8801358 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -8806196.000000 Penalty: 3629.405762
	Iteration 9F: 3 clusters Score -8806196 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -8810230.000000 Penalty: 3629.405762
	Iteration 10F: 3 clusters Score -8810230 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -8812581.000000 Penalty: 3629.405762
	Iteration 11Q: 3 clusters Score -8812581 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69640 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8813813.000000 Penalty: 3629.405762
	Iteration 12Q: 3 clusters Score -8813813 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70214 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8814280.000000 Penalty: 3629.405762
	Iteration 13Q: 3 clusters Score -8814280 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70449 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8814497.000000 Penalty: 3629.405762
	Iteration 14Q: 3 clusters Score -8814497 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70526 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8814597.000000 Penalty: 3629.405762
	Iteration 15Q: 3 clusters Score -8814597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70561 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8814639.000000 Penalty: 3629.405762
	Iteration 16Q: 3 clusters Score -8814639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70579 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8814646.000000 Penalty: 3629.405762
	Iteration 17Q: 3 clusters Score -8814646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8814671.000000 Penalty: 3629.405762
	Iteration 18Q: 3 clusters Score -8814671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70598 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8814674.000000 Penalty: 3629.405762
	Iteration 19Q: 3 clusters Score -8814674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70607 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8814683.000000 Penalty: 3629.405762
	Iteration 20F: 3 clusters Score -8814683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70613 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8814693.000000 Penalty: 3629.405762
	Iteration 21Q: 3 clusters Score -8814693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8814705.000000 Penalty: 3629.405762
	Iteration 22Q: 3 clusters Score -8814705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8814710.000000 Penalty: 3629.405762
	Iteration 23Q: 3 clusters Score -8814710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70627 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8814720.000000 Penalty: 3629.405762
	Iteration 24Q: 3 clusters Score -8814720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70630 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8814722.000000 Penalty: 3629.405762
	Iteration 25Q: 3 clusters Score -8814722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70632 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8814725.000000 Penalty: 3629.405762
	Iteration 26Q: 3 clusters Score -8814725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70632 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8814725.000000 Penalty: 3629.405762
	Iteration 27F: 3 clusters Score -8814725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (62195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Entering Unmasked Estep 
Score: -7740701.000000 Penalty: 1793.679810
	Iteration 0F: 2 clusters Score -7740701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -7699615.500000 Penalty: 3587.359619
	Iteration 0F: 3 clusters Score -7699616 nChanged 29451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -7716428.000000 Penalty: 3587.359619
	Iteration 1F: 3 clusters Score -7716428 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -7717263.500000 Penalty: 3587.359619
	Iteration 2Q: 3 clusters Score -7717264 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -7718655.000000 Penalty: 3587.359619
	Iteration 3Q: 3 clusters Score -7718655 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -7721140.000000 Penalty: 3587.359619
	Iteration 4F: 3 clusters Score -7721140 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -7725416.500000 Penalty: 3587.359619
	Iteration 5F: 3 clusters Score -7725416 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -7730859.000000 Penalty: 3587.359619
	Iteration 6F: 3 clusters Score -7730859 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -7735572.000000 Penalty: 3587.359619
	Iteration 7F: 3 clusters Score -7735572 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7737887.000000 Penalty: 3587.359619
	Iteration 8Q: 3 clusters Score -7737887 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7738734.000000 Penalty: 3587.359619
	Iteration 9Q: 3 clusters Score -7738734 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61916 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7738980.500000 Penalty: 3587.359619
	Iteration 10Q: 3 clusters Score -7738980 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7739055.000000 Penalty: 3587.359619
	Iteration 11Q: 3 clusters Score -7739055 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7739088.500000 Penalty: 3587.359619
	Iteration 12Q: 3 clusters Score -7739088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7739130.000000 Penalty: 3587.359619
	Iteration 13Q: 3 clusters Score -7739130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7739146.500000 Penalty: 3587.359619
	Iteration 14Q: 3 clusters Score -7739146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7739151.000000 Penalty: 3587.359619
	Iteration 15Q: 3 clusters Score -7739151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7739153.500000 Penalty: 3587.359619
	Iteration 16Q: 3 clusters Score -7739154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7739155.500000 Penalty: 3587.359619
	Iteration 17Q: 3 clusters Score -7739156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7739156.500000 Penalty: 3587.359619
	Iteration 18Q: 3 clusters Score -7739156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7739155.500000 Penalty: 3587.359619
	Iteration 19Q: 3 clusters Score -7739156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7739155.500000 Penalty: 3587.359619
	Iteration 20F: 3 clusters Score -7739156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Entering Unmasked Estep 
Score: -4731785.500000 Penalty: 1713.780396
	Iteration 0F: 2 clusters Score -4731786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -4706268.000000 Penalty: 3427.560791
	Iteration 0F: 3 clusters Score -4706268 nChanged 17600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -4716277.000000 Penalty: 3427.560791
	Iteration 1F: 3 clusters Score -4716277 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -4716875.500000 Penalty: 3427.560791
	Iteration 2Q: 3 clusters Score -4716876 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -4717549.000000 Penalty: 3427.560791
	Iteration 3Q: 3 clusters Score -4717549 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -4718409.000000 Penalty: 3427.560791
	Iteration 4Q: 3 clusters Score -4718409 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -4719445.500000 Penalty: 3427.560791
	Iteration 5F: 3 clusters Score -4719446 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -4720664.000000 Penalty: 3427.560791
	Iteration 6F: 3 clusters Score -4720664 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -4722054.000000 Penalty: 3427.560791
	Iteration 7F: 3 clusters Score -4722054 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -4723546.500000 Penalty: 3427.560791
	Iteration 8F: 3 clusters Score -4723546 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -4724840.500000 Penalty: 3427.560791
	Iteration 9Q: 3 clusters Score -4724840 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -4725736.000000 Penalty: 3427.560791
	Iteration 10Q: 3 clusters Score -4725736 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -4726312.500000 Penalty: 3427.560791
	Iteration 11Q: 3 clusters Score -4726312 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -4726727.000000 Penalty: 3427.560791
	Iteration 12Q: 3 clusters Score -4726727 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -4727088.500000 Penalty: 3427.560791
	Iteration 13Q: 3 clusters Score -4727088 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -4727429.500000 Penalty: 3427.560791
	Iteration 14Q: 3 clusters Score -4727430 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -4727705.500000 Penalty: 3427.560791
	Iteration 15Q: 3 clusters Score -4727706 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -4728018.000000 Penalty: 3427.560791
	Iteration 16Q: 3 clusters Score -4728018 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -4728282.000000 Penalty: 3427.560791
	Iteration 17Q: 3 clusters Score -4728282 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -4728566.500000 Penalty: 3427.560791
	Iteration 18Q: 3 clusters Score -4728566 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4728810.500000 Penalty: 3427.560791
	Iteration 19Q: 3 clusters Score -4728810 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4728991.000000 Penalty: 3427.560791
	Iteration 20F: 3 clusters Score -4728991 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4729167.500000 Penalty: 3427.560791
	Iteration 21Q: 3 clusters Score -4729168 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -4729322.500000 Penalty: 3427.560791
	Iteration 22Q: 3 clusters Score -4729322 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4729478.000000 Penalty: 3427.560791
	Iteration 23Q: 3 clusters Score -4729478 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4729635.500000 Penalty: 3427.560791
	Iteration 24Q: 3 clusters Score -4729636 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4729767.500000 Penalty: 3427.560791
	Iteration 25Q: 3 clusters Score -4729768 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4729860.000000 Penalty: 3427.560791
	Iteration 26Q: 3 clusters Score -4729860 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4729925.000000 Penalty: 3427.560791
	Iteration 27Q: 3 clusters Score -4729925 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4730012.500000 Penalty: 3427.560791
	Iteration 28Q: 3 clusters Score -4730012 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4730088.500000 Penalty: 3427.560791
	Iteration 29Q: 3 clusters Score -4730088 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4730135.000000 Penalty: 3427.560791
	Iteration 30Q: 3 clusters Score -4730135 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4730168.500000 Penalty: 3427.560791
	Iteration 31Q: 3 clusters Score -4730168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4730206.500000 Penalty: 3427.560791
	Iteration 32Q: 3 clusters Score -4730206 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4730239.500000 Penalty: 3427.560791
	Iteration 33Q: 3 clusters Score -4730240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4730268.000000 Penalty: 3427.560791
	Iteration 34Q: 3 clusters Score -4730268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4730293.000000 Penalty: 3427.560791
	Iteration 35Q: 3 clusters Score -4730293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4730315.000000 Penalty: 3427.560791
	Iteration 36Q: 3 clusters Score -4730315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4730352.000000 Penalty: 3427.560791
	Iteration 37Q: 3 clusters Score -4730352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4730360.000000 Penalty: 3427.560791
	Iteration 38Q: 3 clusters Score -4730360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4730366.000000 Penalty: 3427.560791
	Iteration 39Q: 3 clusters Score -4730366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4730373.000000 Penalty: 3427.560791
	Iteration 40F: 3 clusters Score -4730373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4730389.000000 Penalty: 3427.560791
	Iteration 41Q: 3 clusters Score -4730389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4730404.500000 Penalty: 3427.560791
	Iteration 42Q: 3 clusters Score -4730404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4730430.500000 Penalty: 3427.560791
	Iteration 43Q: 3 clusters Score -4730430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4730448.000000 Penalty: 3427.560791
	Iteration 44Q: 3 clusters Score -4730448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4730462.500000 Penalty: 3427.560791
	Iteration 45Q: 3 clusters Score -4730462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4730465.000000 Penalty: 3427.560791
	Iteration 46Q: 3 clusters Score -4730465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4730467.500000 Penalty: 3427.560791
	Iteration 47Q: 3 clusters Score -4730468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4730479.000000 Penalty: 3427.560791
	Iteration 48Q: 3 clusters Score -4730479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4730479.500000 Penalty: 3427.560791
	Iteration 49Q: 3 clusters Score -4730480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4730483.500000 Penalty: 3427.560791
	Iteration 50Q: 3 clusters Score -4730484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4730480.000000 Penalty: 3427.560791
	Iteration 51Q: 3 clusters Score -4730480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4730484.500000 Penalty: 3427.560791
	Iteration 52Q: 3 clusters Score -4730484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4730484.500000 Penalty: 3427.560791
	Iteration 53F: 3 clusters Score -4730484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Entering Unmasked Estep 
Score: -464984.812500 Penalty: 1333.791382
	Iteration 0F: 2 clusters Score -464984.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -461825.718750 Penalty: 2667.582764
	Iteration 0F: 3 clusters Score -461825.7 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -462588.531250 Penalty: 2667.582764
	Iteration 1F: 3 clusters Score -462588.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -462717.906250 Penalty: 2667.582764
	Iteration 2F: 3 clusters Score -462717.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -462784.625000 Penalty: 2667.582764
	Iteration 3Q: 3 clusters Score -462784.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -462837.937500 Penalty: 2667.582764
	Iteration 4Q: 3 clusters Score -462837.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -462884.906250 Penalty: 2667.582764
	Iteration 5Q: 3 clusters Score -462884.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -462916.937500 Penalty: 2667.582764
	Iteration 6Q: 3 clusters Score -462916.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -462939.125000 Penalty: 2667.582764
	Iteration 7Q: 3 clusters Score -462939.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -462964.562500 Penalty: 2667.582764
	Iteration 8Q: 3 clusters Score -462964.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -462984.750000 Penalty: 2667.582764
	Iteration 9Q: 3 clusters Score -462984.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -463003.281250 Penalty: 2667.582764
	Iteration 10Q: 3 clusters Score -463003.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -463020.562500 Penalty: 2667.582764
	Iteration 11Q: 3 clusters Score -463020.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -463033.625000 Penalty: 2667.582764
	Iteration 12Q: 3 clusters Score -463033.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -463043.031250 Penalty: 2667.582764
	Iteration 13Q: 3 clusters Score -463043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -463052.593750 Penalty: 2667.582764
	Iteration 14Q: 3 clusters Score -463052.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -463061.093750 Penalty: 2667.582764
	Iteration 15Q: 3 clusters Score -463061.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -463065.812500 Penalty: 2667.582764
	Iteration 16Q: 3 clusters Score -463065.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -463070.156250 Penalty: 2667.582764
	Iteration 17Q: 3 clusters Score -463070.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -463073.437500 Penalty: 2667.582764
	Iteration 18Q: 3 clusters Score -463073.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -463076.718750 Penalty: 2667.582764
	Iteration 19Q: 3 clusters Score -463076.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -463079.968750 Penalty: 2667.582764
	Iteration 20F: 3 clusters Score -463080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -463083.781250 Penalty: 2667.582764
	Iteration 21Q: 3 clusters Score -463083.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -463087.281250 Penalty: 2667.582764
	Iteration 22Q: 3 clusters Score -463087.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -463090.375000 Penalty: 2667.582764
	Iteration 23Q: 3 clusters Score -463090.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -463093.062500 Penalty: 2667.582764
	Iteration 24Q: 3 clusters Score -463093.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -463096.343750 Penalty: 2667.582764
	Iteration 25Q: 3 clusters Score -463096.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -463097.937500 Penalty: 2667.582764
	Iteration 26Q: 3 clusters Score -463097.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -463100.500000 Penalty: 2667.582764
	Iteration 27Q: 3 clusters Score -463100.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -463103.562500 Penalty: 2667.582764
	Iteration 28Q: 3 clusters Score -463103.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -463106.656250 Penalty: 2667.582764
	Iteration 29Q: 3 clusters Score -463106.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -463112.812500 Penalty: 2667.582764
	Iteration 30Q: 3 clusters Score -463112.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -463119.125000 Penalty: 2667.582764
	Iteration 31Q: 3 clusters Score -463119.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -463123.250000 Penalty: 2667.582764
	Iteration 32Q: 3 clusters Score -463123.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -463128.000000 Penalty: 2667.582764
	Iteration 33Q: 3 clusters Score -463128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -463133.718750 Penalty: 2667.582764
	Iteration 34Q: 3 clusters Score -463133.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -463139.281250 Penalty: 2667.582764
	Iteration 35Q: 3 clusters Score -463139.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -463143.375000 Penalty: 2667.582764
	Iteration 36Q: 3 clusters Score -463143.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -463151.000000 Penalty: 2667.582764
	Iteration 37Q: 3 clusters Score -463151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -463163.093750 Penalty: 2667.582764
	Iteration 38Q: 3 clusters Score -463163.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -463176.312500 Penalty: 2667.582764
	Iteration 39Q: 3 clusters Score -463176.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -463184.750000 Penalty: 2667.582764
	Iteration 40F: 3 clusters Score -463184.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -463197.750000 Penalty: 2667.582764
	Iteration 41Q: 3 clusters Score -463197.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -463217.656250 Penalty: 2667.582764
	Iteration 42Q: 3 clusters Score -463217.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -463246.000000 Penalty: 2667.582764
	Iteration 43Q: 3 clusters Score -463246 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -463288.437500 Penalty: 2667.582764
	Iteration 44Q: 3 clusters Score -463288.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -463337.312500 Penalty: 2667.582764
	Iteration 45Q: 3 clusters Score -463337.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -463368.750000 Penalty: 2667.582764
	Iteration 46Q: 3 clusters Score -463368.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -463397.250000 Penalty: 2667.582764
	Iteration 47Q: 3 clusters Score -463397.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -463430.906250 Penalty: 2667.582764
	Iteration 48Q: 3 clusters Score -463430.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -463467.468750 Penalty: 2667.582764
	Iteration 49Q: 3 clusters Score -463467.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -463502.843750 Penalty: 2667.582764
	Iteration 50Q: 3 clusters Score -463502.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -463537.062500 Penalty: 2667.582764
	Iteration 51Q: 3 clusters Score -463537.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -463562.343750 Penalty: 2667.582764
	Iteration 52Q: 3 clusters Score -463562.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -463585.281250 Penalty: 2667.582764
	Iteration 53Q: 3 clusters Score -463585.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -463605.750000 Penalty: 2667.582764
	Iteration 54Q: 3 clusters Score -463605.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -463622.218750 Penalty: 2667.582764
	Iteration 55Q: 3 clusters Score -463622.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -463634.031250 Penalty: 2667.582764
	Iteration 56Q: 3 clusters Score -463634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -463645.500000 Penalty: 2667.582764
	Iteration 57Q: 3 clusters Score -463645.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -463655.375000 Penalty: 2667.582764
	Iteration 58Q: 3 clusters Score -463655.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -463659.406250 Penalty: 2667.582764
	Iteration 59Q: 3 clusters Score -463659.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -463665.187500 Penalty: 2667.582764
	Iteration 60F: 3 clusters Score -463665.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -463668.812500 Penalty: 2667.582764
	Iteration 61Q: 3 clusters Score -463668.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -463673.062500 Penalty: 2667.582764
	Iteration 62Q: 3 clusters Score -463673.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -463685.062500 Penalty: 2667.582764
	Iteration 63Q: 3 clusters Score -463685.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -463704.812500 Penalty: 2667.582764
	Iteration 64Q: 3 clusters Score -463704.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -463714.093750 Penalty: 2667.582764
	Iteration 65Q: 3 clusters Score -463714.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -463720.937500 Penalty: 2667.582764
	Iteration 66Q: 3 clusters Score -463720.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -463727.000000 Penalty: 2667.582764
	Iteration 67Q: 3 clusters Score -463727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -463729.250000 Penalty: 2667.582764
	Iteration 68Q: 3 clusters Score -463729.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -463729.250000 Penalty: 2667.582764
	Iteration 69F: 3 clusters Score -463729.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94677 members 
Entering Unmasked Estep 
Score: -11721104.000000 Penalty: 1861.961792
	Iteration 0F: 2 clusters Score -1.17211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -11659986.000000 Penalty: 3723.923584
	Iteration 0F: 3 clusters Score -1.165999e+07 nChanged 45042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -11686206.000000 Penalty: 3723.923584
	Iteration 1F: 3 clusters Score -1.168621e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -11687322.000000 Penalty: 3723.923584
	Iteration 2Q: 3 clusters Score -1.168732e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -11689108.000000 Penalty: 3723.923584
	Iteration 3Q: 3 clusters Score -1.168911e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -11692189.000000 Penalty: 3723.923584
	Iteration 4F: 3 clusters Score -1.169219e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -11697244.000000 Penalty: 3723.923584
	Iteration 5F: 3 clusters Score -1.169724e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 72188 members 
Entering Unmasked Estep 
Score: -11703860.000000 Penalty: 3723.923584
	Iteration 6F: 3 clusters Score -1.170386e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 78197 members 
Entering Unmasked Estep 
Score: -11710465.000000 Penalty: 3723.923584
	Iteration 7F: 3 clusters Score -1.171046e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 81975 members 
Entering Unmasked Estep 
Score: -11715134.000000 Penalty: 3723.923584
	Iteration 8Q: 3 clusters Score -1.171513e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 83841 members 
Entering Unmasked Estep 
Score: -11717240.000000 Penalty: 3723.923584
	Iteration 9Q: 3 clusters Score -1.171724e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 85171 members 
Entering Unmasked Estep 
Score: -11718084.000000 Penalty: 3723.923584
	Iteration 10Q: 3 clusters Score -1.171808e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 86250 members 
Entering Unmasked Estep 
Score: -11718666.000000 Penalty: 3723.923584
	Iteration 11Q: 3 clusters Score -1.171867e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 87146 members 
Entering Unmasked Estep 
Score: -11719069.000000 Penalty: 3723.923584
	Iteration 12Q: 3 clusters Score -1.171907e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 87911 members 
Entering Unmasked Estep 
Score: -11719406.000000 Penalty: 3723.923584
	Iteration 13Q: 3 clusters Score -1.171941e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 88554 members 
Entering Unmasked Estep 
Score: -11719768.000000 Penalty: 3723.923584
	Iteration 14Q: 3 clusters Score -1.171977e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 89099 members 
Entering Unmasked Estep 
Score: -11719990.000000 Penalty: 3723.923584
	Iteration 15Q: 3 clusters Score -1.171999e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 89579 members 
Entering Unmasked Estep 
Score: -11720160.000000 Penalty: 3723.923584
	Iteration 16Q: 3 clusters Score -1.172016e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 89995 members 
Entering Unmasked Estep 
Score: -11720239.000000 Penalty: 3723.923584
	Iteration 17Q: 3 clusters Score -1.172024e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 90323 members 
Entering Unmasked Estep 
Score: -11720276.000000 Penalty: 3723.923584
	Iteration 18Q: 3 clusters Score -1.172028e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 90639 members 
Entering Unmasked Estep 
Score: -11720305.000000 Penalty: 3723.923584
	Iteration 19Q: 3 clusters Score -1.17203e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 90918 members 
Entering Unmasked Estep 
Score: -11720297.000000 Penalty: 3723.923584
	Iteration 20F: 3 clusters Score -1.17203e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 91143 members 
Entering Unmasked Estep 
Score: -11720315.000000 Penalty: 3723.923584
	Iteration 21Q: 3 clusters Score -1.172032e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 91343 members 
Entering Unmasked Estep 
Score: -11720371.000000 Penalty: 3723.923584
	Iteration 22Q: 3 clusters Score -1.172037e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 91527 members 
Entering Unmasked Estep 
Score: -11720369.000000 Penalty: 3723.923584
	Iteration 23Q: 3 clusters Score -1.172037e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 91682 members 
Entering Unmasked Estep 
Score: -11720369.000000 Penalty: 3723.923584
	Iteration 24Q: 3 clusters Score -1.172037e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 91831 members 
Entering Unmasked Estep 
Score: -11720376.000000 Penalty: 3723.923584
	Iteration 25Q: 3 clusters Score -1.172038e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 91959 members 
Entering Unmasked Estep 
Score: -11720425.000000 Penalty: 3723.923584
	Iteration 26Q: 3 clusters Score -1.172042e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 92052 members 
Entering Unmasked Estep 
Score: -11720421.000000 Penalty: 3723.923584
	Iteration 27Q: 3 clusters Score -1.172042e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 92129 members 
Entering Unmasked Estep 
Score: -11720403.000000 Penalty: 3723.923584
	Iteration 28Q: 3 clusters Score -1.17204e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 92203 members 
Entering Unmasked Estep 
Score: -11720381.000000 Penalty: 3723.923584
	Iteration 29Q: 3 clusters Score -1.172038e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 92277 members 
Entering Unmasked Estep 
Score: -11720374.000000 Penalty: 3723.923584
	Iteration 30Q: 3 clusters Score -1.172037e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 92366 members 
Entering Unmasked Estep 
Score: -11720360.000000 Penalty: 3723.923584
	Iteration 31Q: 3 clusters Score -1.172036e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 92452 members 
Entering Unmasked Estep 
Score: -11720366.000000 Penalty: 3723.923584
	Iteration 32Q: 3 clusters Score -1.172037e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -11720348.000000 Penalty: 3723.923584
	Iteration 33Q: 3 clusters Score -1.172035e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 92603 members 
Entering Unmasked Estep 
Score: -11720348.000000 Penalty: 3723.923584
	Iteration 34Q: 3 clusters Score -1.172035e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 92667 members 
Entering Unmasked Estep 
Score: -11720352.000000 Penalty: 3723.923584
	Iteration 35Q: 3 clusters Score -1.172035e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 92717 members 
Entering Unmasked Estep 
Score: -11720336.000000 Penalty: 3723.923584
	Iteration 36Q: 3 clusters Score -1.172034e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -11720334.000000 Penalty: 3723.923584
	Iteration 37Q: 3 clusters Score -1.172033e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 92799 members 
Entering Unmasked Estep 
Score: -11720335.000000 Penalty: 3723.923584
	Iteration 38Q: 3 clusters Score -1.172034e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 92851 members 
Entering Unmasked Estep 
Score: -11720331.000000 Penalty: 3723.923584
	Iteration 39Q: 3 clusters Score -1.172033e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 92890 members 
Entering Unmasked Estep 
Score: -11720310.000000 Penalty: 3723.923584
	Iteration 40F: 3 clusters Score -1.172031e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 92918 members 
Entering Unmasked Estep 
Score: -11720305.000000 Penalty: 3723.923584
	Iteration 41Q: 3 clusters Score -1.17203e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 92951 members 
Entering Unmasked Estep 
Score: -11720298.000000 Penalty: 3723.923584
	Iteration 42Q: 3 clusters Score -1.17203e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 92988 members 
Entering Unmasked Estep 
Score: -11720305.000000 Penalty: 3723.923584
	Iteration 43Q: 3 clusters Score -1.17203e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 93018 members 
Entering Unmasked Estep 
Score: -11720292.000000 Penalty: 3723.923584
	Iteration 44Q: 3 clusters Score -1.172029e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 93044 members 
Entering Unmasked Estep 
Score: -11720279.000000 Penalty: 3723.923584
	Iteration 45Q: 3 clusters Score -1.172028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 93066 members 
Entering Unmasked Estep 
Score: -11720266.000000 Penalty: 3723.923584
	Iteration 46Q: 3 clusters Score -1.172027e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -11720265.000000 Penalty: 3723.923584
	Iteration 47Q: 3 clusters Score -1.172026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 93100 members 
Entering Unmasked Estep 
Score: -11720271.000000 Penalty: 3723.923584
	Iteration 48Q: 3 clusters Score -1.172027e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 93120 members 
Entering Unmasked Estep 
Score: -11720263.000000 Penalty: 3723.923584
	Iteration 49Q: 3 clusters Score -1.172026e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 93140 members 
Entering Unmasked Estep 
Score: -11720266.000000 Penalty: 3723.923584
	Iteration 50Q: 3 clusters Score -1.172027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 93154 members 
Entering Unmasked Estep 
Score: -11720259.000000 Penalty: 3723.923584
	Iteration 51Q: 3 clusters Score -1.172026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 93169 members 
Entering Unmasked Estep 
Score: -11720267.000000 Penalty: 3723.923584
	Iteration 52Q: 3 clusters Score -1.172027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 93182 members 
Entering Unmasked Estep 
Score: -11720249.000000 Penalty: 3723.923584
	Iteration 53Q: 3 clusters Score -1.172025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 93190 members 
Entering Unmasked Estep 
Score: -11720249.000000 Penalty: 3723.923584
	Iteration 54Q: 3 clusters Score -1.172025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -11720248.000000 Penalty: 3723.923584
	Iteration 55Q: 3 clusters Score -1.172025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 93201 members 
Entering Unmasked Estep 
Score: -11720246.000000 Penalty: 3723.923584
	Iteration 56Q: 3 clusters Score -1.172025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -11720255.000000 Penalty: 3723.923584
	Iteration 57Q: 3 clusters Score -1.172026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 93206 members 
Entering Unmasked Estep 
Score: -11720256.000000 Penalty: 3723.923584
	Iteration 58Q: 3 clusters Score -1.172026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 93211 members 
Entering Unmasked Estep 
Score: -11720243.000000 Penalty: 3723.923584
	Iteration 59Q: 3 clusters Score -1.172024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -11720248.000000 Penalty: 3723.923584
	Iteration 60F: 3 clusters Score -1.172025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 93221 members 
Entering Unmasked Estep 
Score: -11720245.000000 Penalty: 3723.923584
	Iteration 61Q: 3 clusters Score -1.172024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 93224 members 
Entering Unmasked Estep 
Score: -11720254.000000 Penalty: 3723.923584
	Iteration 62Q: 3 clusters Score -1.172025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 93225 members 
Entering Unmasked Estep 
Score: -11720258.000000 Penalty: 3723.923584
	Iteration 63Q: 3 clusters Score -1.172026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 93225 members 
Entering Unmasked Estep 
Score: -11720258.000000 Penalty: 3723.923584
	Iteration 64F: 3 clusters Score -1.172026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Entering Unmasked Estep 
Score: -1952735.125000 Penalty: 1572.496338
	Iteration 0F: 2 clusters Score -1952735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1941680.875000 Penalty: 3144.992676
	Iteration 0F: 3 clusters Score -1941681 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1945371.750000 Penalty: 3144.992676
	Iteration 1F: 3 clusters Score -1945372 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1945628.250000 Penalty: 3144.992676
	Iteration 2Q: 3 clusters Score -1945628 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1945829.500000 Penalty: 3144.992676
	Iteration 3Q: 3 clusters Score -1945830 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1946063.125000 Penalty: 3144.992676
	Iteration 4Q: 3 clusters Score -1946063 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1946326.250000 Penalty: 3144.992676
	Iteration 5Q: 3 clusters Score -1946326 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1946642.625000 Penalty: 3144.992676
	Iteration 6Q: 3 clusters Score -1946643 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1947109.000000 Penalty: 3144.992676
	Iteration 7F: 3 clusters Score -1947109 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1947720.625000 Penalty: 3144.992676
	Iteration 8F: 3 clusters Score -1947721 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1948503.625000 Penalty: 3144.992676
	Iteration 9F: 3 clusters Score -1948504 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1949398.500000 Penalty: 3144.992676
	Iteration 10F: 3 clusters Score -1949398 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1950212.500000 Penalty: 3144.992676
	Iteration 11F: 3 clusters Score -1950212 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1950747.625000 Penalty: 3144.992676
	Iteration 12Q: 3 clusters Score -1950748 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1951039.000000 Penalty: 3144.992676
	Iteration 13Q: 3 clusters Score -1951039 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1951176.625000 Penalty: 3144.992676
	Iteration 14Q: 3 clusters Score -1951177 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1951258.500000 Penalty: 3144.992676
	Iteration 15Q: 3 clusters Score -1951258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1951296.500000 Penalty: 3144.992676
	Iteration 16Q: 3 clusters Score -1951296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1951307.750000 Penalty: 3144.992676
	Iteration 17Q: 3 clusters Score -1951308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1951316.250000 Penalty: 3144.992676
	Iteration 18Q: 3 clusters Score -1951316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1951325.250000 Penalty: 3144.992676
	Iteration 19Q: 3 clusters Score -1951325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1951327.750000 Penalty: 3144.992676
	Iteration 20F: 3 clusters Score -1951328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1951330.125000 Penalty: 3144.992676
	Iteration 21Q: 3 clusters Score -1951330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1951330.125000 Penalty: 3144.992676
	Iteration 22F: 3 clusters Score -1951330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Entering Unmasked Estep 
Score: -378743.781250 Penalty: 1303.240479
	Iteration 0F: 2 clusters Score -378743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -376005.343750 Penalty: 2606.480957
	Iteration 0F: 3 clusters Score -376005.3 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -376680.968750 Penalty: 2606.480957
	Iteration 1F: 3 clusters Score -376681 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -376852.687500 Penalty: 2606.480957
	Iteration 2F: 3 clusters Score -376852.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -376965.968750 Penalty: 2606.480957
	Iteration 3F: 3 clusters Score -376966 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -377036.156250 Penalty: 2606.480957
	Iteration 4Q: 3 clusters Score -377036.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -377093.250000 Penalty: 2606.480957
	Iteration 5Q: 3 clusters Score -377093.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -377140.750000 Penalty: 2606.480957
	Iteration 6Q: 3 clusters Score -377140.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -377199.906250 Penalty: 2606.480957
	Iteration 7Q: 3 clusters Score -377199.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -377272.687500 Penalty: 2606.480957
	Iteration 8Q: 3 clusters Score -377272.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -377337.781250 Penalty: 2606.480957
	Iteration 9Q: 3 clusters Score -377337.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -377380.218750 Penalty: 2606.480957
	Iteration 10Q: 3 clusters Score -377380.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -377415.406250 Penalty: 2606.480957
	Iteration 11Q: 3 clusters Score -377415.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -377457.437500 Penalty: 2606.480957
	Iteration 12Q: 3 clusters Score -377457.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -377497.750000 Penalty: 2606.480957
	Iteration 13Q: 3 clusters Score -377497.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -377533.281250 Penalty: 2606.480957
	Iteration 14Q: 3 clusters Score -377533.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -377569.000000 Penalty: 2606.480957
	Iteration 15Q: 3 clusters Score -377569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -377602.593750 Penalty: 2606.480957
	Iteration 16Q: 3 clusters Score -377602.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -377631.625000 Penalty: 2606.480957
	Iteration 17Q: 3 clusters Score -377631.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -377652.531250 Penalty: 2606.480957
	Iteration 18Q: 3 clusters Score -377652.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -377665.500000 Penalty: 2606.480957
	Iteration 19Q: 3 clusters Score -377665.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -377673.750000 Penalty: 2606.480957
	Iteration 20F: 3 clusters Score -377673.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -377681.437500 Penalty: 2606.480957
	Iteration 21Q: 3 clusters Score -377681.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -377686.281250 Penalty: 2606.480957
	Iteration 22Q: 3 clusters Score -377686.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -377692.968750 Penalty: 2606.480957
	Iteration 23Q: 3 clusters Score -377693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -377697.312500 Penalty: 2606.480957
	Iteration 24Q: 3 clusters Score -377697.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -377699.750000 Penalty: 2606.480957
	Iteration 25Q: 3 clusters Score -377699.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -377702.406250 Penalty: 2606.480957
	Iteration 26Q: 3 clusters Score -377702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -377705.031250 Penalty: 2606.480957
	Iteration 27Q: 3 clusters Score -377705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -377708.437500 Penalty: 2606.480957
	Iteration 28Q: 3 clusters Score -377708.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -377712.968750 Penalty: 2606.480957
	Iteration 29Q: 3 clusters Score -377713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -377717.468750 Penalty: 2606.480957
	Iteration 30Q: 3 clusters Score -377717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -377718.875000 Penalty: 2606.480957
	Iteration 31Q: 3 clusters Score -377718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -377720.000000 Penalty: 2606.480957
	Iteration 32Q: 3 clusters Score -377720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -377721.406250 Penalty: 2606.480957
	Iteration 33Q: 3 clusters Score -377721.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -377724.468750 Penalty: 2606.480957
	Iteration 34Q: 3 clusters Score -377724.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -377726.781250 Penalty: 2606.480957
	Iteration 35Q: 3 clusters Score -377726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -377730.531250 Penalty: 2606.480957
	Iteration 36Q: 3 clusters Score -377730.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -377734.687500 Penalty: 2606.480957
	Iteration 37Q: 3 clusters Score -377734.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -377739.593750 Penalty: 2606.480957
	Iteration 38Q: 3 clusters Score -377739.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -377742.000000 Penalty: 2606.480957
	Iteration 39Q: 3 clusters Score -377742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -377743.250000 Penalty: 2606.480957
	Iteration 40F: 3 clusters Score -377743.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -377745.093750 Penalty: 2606.480957
	Iteration 41Q: 3 clusters Score -377745.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -377745.593750 Penalty: 2606.480957
	Iteration 42Q: 3 clusters Score -377745.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -377746.375000 Penalty: 2606.480957
	Iteration 43Q: 3 clusters Score -377746.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -377748.562500 Penalty: 2606.480957
	Iteration 44Q: 3 clusters Score -377748.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -377750.437500 Penalty: 2606.480957
	Iteration 45Q: 3 clusters Score -377750.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -377751.093750 Penalty: 2606.480957
	Iteration 46Q: 3 clusters Score -377751.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -377752.343750 Penalty: 2606.480957
	Iteration 47Q: 3 clusters Score -377752.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -377753.843750 Penalty: 2606.480957
	Iteration 48Q: 3 clusters Score -377753.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -377754.718750 Penalty: 2606.480957
	Iteration 49Q: 3 clusters Score -377754.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -377754.718750 Penalty: 2606.480957
	Iteration 50F: 3 clusters Score -377754.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -152474.687500 Penalty: 1171.156860
	Iteration 0F: 2 clusters Score -152474.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -150870.437500 Penalty: 2342.313721
	Iteration 0F: 3 clusters Score -150870.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -151175.312500 Penalty: 2342.313721
	Iteration 1F: 3 clusters Score -151175.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -151276.078125 Penalty: 2342.313721
	Iteration 2F: 3 clusters Score -151276.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -151340.218750 Penalty: 2342.313721
	Iteration 3F: 3 clusters Score -151340.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -151388.187500 Penalty: 2342.313721
	Iteration 4Q: 3 clusters Score -151388.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -151425.640625 Penalty: 2342.313721
	Iteration 5Q: 3 clusters Score -151425.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -151463.671875 Penalty: 2342.313721
	Iteration 6Q: 3 clusters Score -151463.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -151499.125000 Penalty: 2342.313721
	Iteration 7Q: 3 clusters Score -151499.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -151538.593750 Penalty: 2342.313721
	Iteration 8Q: 3 clusters Score -151538.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -151615.109375 Penalty: 2342.313721
	Iteration 9Q: 3 clusters Score -151615.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -151712.625000 Penalty: 2342.313721
	Iteration 10Q: 3 clusters Score -151712.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -151836.734375 Penalty: 2342.313721
	Iteration 11Q: 3 clusters Score -151836.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -151963.906250 Penalty: 2342.313721
	Iteration 12F: 3 clusters Score -151963.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -152070.968750 Penalty: 2342.313721
	Iteration 13Q: 3 clusters Score -152071 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -152137.406250 Penalty: 2342.313721
	Iteration 14Q: 3 clusters Score -152137.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -152179.296875 Penalty: 2342.313721
	Iteration 15Q: 3 clusters Score -152179.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -152200.296875 Penalty: 2342.313721
	Iteration 16Q: 3 clusters Score -152200.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -152209.781250 Penalty: 2342.313721
	Iteration 17Q: 3 clusters Score -152209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -152213.671875 Penalty: 2342.313721
	Iteration 18Q: 3 clusters Score -152213.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -152214.734375 Penalty: 2342.313721
	Iteration 19Q: 3 clusters Score -152214.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -152218.843750 Penalty: 2342.313721
	Iteration 20F: 3 clusters Score -152218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -152234.281250 Penalty: 2342.313721
	Iteration 21Q: 3 clusters Score -152234.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -152236.203125 Penalty: 2342.313721
	Iteration 22Q: 3 clusters Score -152236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -152236.812500 Penalty: 2342.313721
	Iteration 23Q: 3 clusters Score -152236.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -152236.812500 Penalty: 2342.313721
	Iteration 24F: 3 clusters Score -152236.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -111027.156250 Penalty: 1111.588867
	Iteration 0F: 2 clusters Score -111027.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -109604.343750 Penalty: 2223.177734
	Iteration 0F: 3 clusters Score -109604.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -109815.132812 Penalty: 2223.177734
	Iteration 1F: 3 clusters Score -109815.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -109890.695312 Penalty: 2223.177734
	Iteration 2F: 3 clusters Score -109890.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109958.484375 Penalty: 2223.177734
	Iteration 3Q: 3 clusters Score -109958.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -110009.882812 Penalty: 2223.177734
	Iteration 4Q: 3 clusters Score -110009.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110063.937500 Penalty: 2223.177734
	Iteration 5Q: 3 clusters Score -110063.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -110120.984375 Penalty: 2223.177734
	Iteration 6Q: 3 clusters Score -110121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -110178.304688 Penalty: 2223.177734
	Iteration 7Q: 3 clusters Score -110178.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -110226.398438 Penalty: 2223.177734
	Iteration 8Q: 3 clusters Score -110226.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -110272.570312 Penalty: 2223.177734
	Iteration 9Q: 3 clusters Score -110272.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -110363.843750 Penalty: 2223.177734
	Iteration 10Q: 3 clusters Score -110363.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110507.281250 Penalty: 2223.177734
	Iteration 11F: 3 clusters Score -110507.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -110653.640625 Penalty: 2223.177734
	Iteration 12F: 3 clusters Score -110653.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -110748.507812 Penalty: 2223.177734
	Iteration 13Q: 3 clusters Score -110748.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -110784.500000 Penalty: 2223.177734
	Iteration 14Q: 3 clusters Score -110784.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -110808.125000 Penalty: 2223.177734
	Iteration 15Q: 3 clusters Score -110808.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -110821.679688 Penalty: 2223.177734
	Iteration 16Q: 3 clusters Score -110821.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -110841.781250 Penalty: 2223.177734
	Iteration 17Q: 3 clusters Score -110841.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -110845.812500 Penalty: 2223.177734
	Iteration 18Q: 3 clusters Score -110845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -110848.320312 Penalty: 2223.177734
	Iteration 19Q: 3 clusters Score -110848.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -110849.937500 Penalty: 2223.177734
	Iteration 20F: 3 clusters Score -110849.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Entering Unmasked Estep 
Score: -1994139.375000 Penalty: 1580.189209
	Iteration 0F: 2 clusters Score -1994139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1982635.000000 Penalty: 3160.378418
	Iteration 0F: 3 clusters Score -1982635 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1986655.375000 Penalty: 3160.378418
	Iteration 1F: 3 clusters Score -1986655 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1986930.625000 Penalty: 3160.378418
	Iteration 2Q: 3 clusters Score -1986931 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1987204.250000 Penalty: 3160.378418
	Iteration 3Q: 3 clusters Score -1987204 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1987530.875000 Penalty: 3160.378418
	Iteration 4Q: 3 clusters Score -1987531 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1987969.875000 Penalty: 3160.378418
	Iteration 5Q: 3 clusters Score -1987970 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1988648.000000 Penalty: 3160.378418
	Iteration 6F: 3 clusters Score -1988648 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1989593.000000 Penalty: 3160.378418
	Iteration 7F: 3 clusters Score -1989593 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1990703.125000 Penalty: 3160.378418
	Iteration 8F: 3 clusters Score -1990703 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1991668.125000 Penalty: 3160.378418
	Iteration 9F: 3 clusters Score -1991668 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1992237.625000 Penalty: 3160.378418
	Iteration 10Q: 3 clusters Score -1992238 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1992485.250000 Penalty: 3160.378418
	Iteration 11Q: 3 clusters Score -1992485 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1992587.750000 Penalty: 3160.378418
	Iteration 12Q: 3 clusters Score -1992588 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -1992627.875000 Penalty: 3160.378418
	Iteration 13Q: 3 clusters Score -1992628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1992658.125000 Penalty: 3160.378418
	Iteration 14Q: 3 clusters Score -1992658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1992682.625000 Penalty: 3160.378418
	Iteration 15Q: 3 clusters Score -1992683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1992696.625000 Penalty: 3160.378418
	Iteration 16Q: 3 clusters Score -1992697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1992717.500000 Penalty: 3160.378418
	Iteration 17Q: 3 clusters Score -1992718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1992723.625000 Penalty: 3160.378418
	Iteration 18Q: 3 clusters Score -1992724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1992723.625000 Penalty: 3160.378418
	Iteration 19F: 3 clusters Score -1992724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Entering Unmasked Estep 
Score: -6916956.000000 Penalty: 1775.342163
	Iteration 0F: 2 clusters Score -6916956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -6879927.500000 Penalty: 3550.684326
	Iteration 0F: 3 clusters Score -6879928 nChanged 26199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -6894797.500000 Penalty: 3550.684326
	Iteration 1F: 3 clusters Score -6894798 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -6895244.500000 Penalty: 3550.684326
	Iteration 2Q: 3 clusters Score -6895244 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -6895688.000000 Penalty: 3550.684326
	Iteration 3Q: 3 clusters Score -6895688 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -6896200.000000 Penalty: 3550.684326
	Iteration 4Q: 3 clusters Score -6896200 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -6896820.500000 Penalty: 3550.684326
	Iteration 5Q: 3 clusters Score -6896820 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -6897829.500000 Penalty: 3550.684326
	Iteration 6Q: 3 clusters Score -6897830 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -6899399.500000 Penalty: 3550.684326
	Iteration 7F: 3 clusters Score -6899400 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -6901817.500000 Penalty: 3550.684326
	Iteration 8F: 3 clusters Score -6901818 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -6905333.000000 Penalty: 3550.684326
	Iteration 9F: 3 clusters Score -6905333 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -6908740.500000 Penalty: 3550.684326
	Iteration 10F: 3 clusters Score -6908740 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -6910654.500000 Penalty: 3550.684326
	Iteration 11Q: 3 clusters Score -6910654 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -6911372.000000 Penalty: 3550.684326
	Iteration 12Q: 3 clusters Score -6911372 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -6911706.000000 Penalty: 3550.684326
	Iteration 13Q: 3 clusters Score -6911706 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -6911949.500000 Penalty: 3550.684326
	Iteration 14Q: 3 clusters Score -6911950 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -6912133.500000 Penalty: 3550.684326
	Iteration 15Q: 3 clusters Score -6912134 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -6912278.000000 Penalty: 3550.684326
	Iteration 16Q: 3 clusters Score -6912278 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -6912480.500000 Penalty: 3550.684326
	Iteration 17Q: 3 clusters Score -6912480 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -6912634.000000 Penalty: 3550.684326
	Iteration 18Q: 3 clusters Score -6912634 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -6912822.500000 Penalty: 3550.684326
	Iteration 19Q: 3 clusters Score -6912822 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -6913071.000000 Penalty: 3550.684326
	Iteration 20F: 3 clusters Score -6913071 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -6913254.500000 Penalty: 3550.684326
	Iteration 21Q: 3 clusters Score -6913254 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -6913502.500000 Penalty: 3550.684326
	Iteration 22Q: 3 clusters Score -6913502 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -6913784.500000 Penalty: 3550.684326
	Iteration 23Q: 3 clusters Score -6913784 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -6914039.000000 Penalty: 3550.684326
	Iteration 24Q: 3 clusters Score -6914039 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -6914243.500000 Penalty: 3550.684326
	Iteration 25Q: 3 clusters Score -6914244 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -6914421.000000 Penalty: 3550.684326
	Iteration 26Q: 3 clusters Score -6914421 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -6914559.000000 Penalty: 3550.684326
	Iteration 27Q: 3 clusters Score -6914559 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -6914709.500000 Penalty: 3550.684326
	Iteration 28Q: 3 clusters Score -6914710 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -6914828.000000 Penalty: 3550.684326
	Iteration 29Q: 3 clusters Score -6914828 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -6914953.500000 Penalty: 3550.684326
	Iteration 30Q: 3 clusters Score -6914954 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -6915049.500000 Penalty: 3550.684326
	Iteration 31Q: 3 clusters Score -6915050 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -6915135.000000 Penalty: 3550.684326
	Iteration 32Q: 3 clusters Score -6915135 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -6915210.000000 Penalty: 3550.684326
	Iteration 33Q: 3 clusters Score -6915210 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -6915264.500000 Penalty: 3550.684326
	Iteration 34Q: 3 clusters Score -6915264 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6915307.500000 Penalty: 3550.684326
	Iteration 35Q: 3 clusters Score -6915308 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6915368.500000 Penalty: 3550.684326
	Iteration 36Q: 3 clusters Score -6915368 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6915406.500000 Penalty: 3550.684326
	Iteration 37Q: 3 clusters Score -6915406 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6915432.500000 Penalty: 3550.684326
	Iteration 38Q: 3 clusters Score -6915432 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6915467.000000 Penalty: 3550.684326
	Iteration 39Q: 3 clusters Score -6915467 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6915491.000000 Penalty: 3550.684326
	Iteration 40F: 3 clusters Score -6915491 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6915514.500000 Penalty: 3550.684326
	Iteration 41Q: 3 clusters Score -6915514 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6915521.500000 Penalty: 3550.684326
	Iteration 42Q: 3 clusters Score -6915522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6915535.000000 Penalty: 3550.684326
	Iteration 43Q: 3 clusters Score -6915535 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6915542.000000 Penalty: 3550.684326
	Iteration 44Q: 3 clusters Score -6915542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6915553.000000 Penalty: 3550.684326
	Iteration 45Q: 3 clusters Score -6915553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6915559.000000 Penalty: 3550.684326
	Iteration 46Q: 3 clusters Score -6915559 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6915564.000000 Penalty: 3550.684326
	Iteration 47Q: 3 clusters Score -6915564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6915570.500000 Penalty: 3550.684326
	Iteration 48Q: 3 clusters Score -6915570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6915568.500000 Penalty: 3550.684326
	Iteration 49Q: 3 clusters Score -6915568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6915580.500000 Penalty: 3550.684326
	Iteration 50Q: 3 clusters Score -6915580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6915577.500000 Penalty: 3550.684326
	Iteration 51Q: 3 clusters Score -6915578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6915577.000000 Penalty: 3550.684326
	Iteration 52Q: 3 clusters Score -6915577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6915578.500000 Penalty: 3550.684326
	Iteration 53Q: 3 clusters Score -6915578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6915580.500000 Penalty: 3550.684326
	Iteration 54Q: 3 clusters Score -6915580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6915586.500000 Penalty: 3550.684326
	Iteration 55Q: 3 clusters Score -6915586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6915592.500000 Penalty: 3550.684326
	Iteration 56Q: 3 clusters Score -6915592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6915590.500000 Penalty: 3550.684326
	Iteration 57Q: 3 clusters Score -6915590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6915586.000000 Penalty: 3550.684326
	Iteration 58Q: 3 clusters Score -6915586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6915591.500000 Penalty: 3550.684326
	Iteration 59Q: 3 clusters Score -6915592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6915591.000000 Penalty: 3550.684326
	Iteration 60F: 3 clusters Score -6915591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6915592.500000 Penalty: 3550.684326
	Iteration 61Q: 3 clusters Score -6915592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6915592.500000 Penalty: 3550.684326
	Iteration 62Q: 3 clusters Score -6915592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6915596.500000 Penalty: 3550.684326
	Iteration 63Q: 3 clusters Score -6915596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6915595.000000 Penalty: 3550.684326
	Iteration 64Q: 3 clusters Score -6915595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6915589.000000 Penalty: 3550.684326
	Iteration 65Q: 3 clusters Score -6915589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6915593.500000 Penalty: 3550.684326
	Iteration 66Q: 3 clusters Score -6915594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6915591.500000 Penalty: 3550.684326
	Iteration 67Q: 3 clusters Score -6915592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6915598.500000 Penalty: 3550.684326
	Iteration 68Q: 3 clusters Score -6915598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6915598.500000 Penalty: 3550.684326
	Iteration 69Q: 3 clusters Score -6915598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6915589.500000 Penalty: 3550.684326
	Iteration 70Q: 3 clusters Score -6915590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6915598.000000 Penalty: 3550.684326
	Iteration 71Q: 3 clusters Score -6915598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6915602.000000 Penalty: 3550.684326
	Iteration 72Q: 3 clusters Score -6915602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6915606.500000 Penalty: 3550.684326
	Iteration 73Q: 3 clusters Score -6915606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6915600.500000 Penalty: 3550.684326
	Iteration 74Q: 3 clusters Score -6915600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6915602.500000 Penalty: 3550.684326
	Iteration 75Q: 3 clusters Score -6915602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6915607.000000 Penalty: 3550.684326
	Iteration 76Q: 3 clusters Score -6915607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6915606.500000 Penalty: 3550.684326
	Iteration 77Q: 3 clusters Score -6915606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6915604.500000 Penalty: 3550.684326
	Iteration 78Q: 3 clusters Score -6915604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6915609.000000 Penalty: 3550.684326
	Iteration 79Q: 3 clusters Score -6915609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6915610.500000 Penalty: 3550.684326
	Iteration 80F: 3 clusters Score -6915610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 42060 members 
Mstep: Class 3 contains 84884 members 
Mstep: Class 4 contains 46376 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70785 members 
Mstep: Class 7 contains 62195 members 
Mstep: Class 8 contains 38038 members 
Mstep: Class 9 contains 3670 members 
Mstep: Class 10 contains 94677 members 
Mstep: Class 11 contains 15945 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16718 members 
Mstep: Class 19 contains 55558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573184.000000 Penalty: 34682.753906
Iteration 199Q: 17 clusters Score -7.557318e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 42061 members 
Mstep: Class 3 contains 84888 members 
Mstep: Class 4 contains 46376 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70786 members 
Mstep: Class 7 contains 62188 members 
Mstep: Class 8 contains 38040 members 
Mstep: Class 9 contains 3669 members 
Mstep: Class 10 contains 94676 members 
Mstep: Class 11 contains 15948 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16718 members 
Mstep: Class 19 contains 55558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573192.000000 Penalty: 34682.753906
Iteration 200F: 17 clusters Score -7.557319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 42062 members 
Mstep: Class 3 contains 84887 members 
Mstep: Class 4 contains 46377 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70786 members 
Mstep: Class 7 contains 62183 members 
Mstep: Class 8 contains 38040 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 94674 members 
Mstep: Class 11 contains 15951 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16718 members 
Mstep: Class 19 contains 55562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573184.000000 Penalty: 34682.753906
Iteration 201Q: 17 clusters Score -7.557318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 42063 members 
Mstep: Class 3 contains 84885 members 
Mstep: Class 4 contains 46378 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70785 members 
Mstep: Class 7 contains 62182 members 
Mstep: Class 8 contains 38039 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 94671 members 
Mstep: Class 11 contains 15954 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16718 members 
Mstep: Class 19 contains 55564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573144.000000 Penalty: 34682.753906
Iteration 202Q: 17 clusters Score -7.557314e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 42063 members 
Mstep: Class 3 contains 84884 members 
Mstep: Class 4 contains 46378 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70783 members 
Mstep: Class 7 contains 62183 members 
Mstep: Class 8 contains 38038 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 94666 members 
Mstep: Class 11 contains 15957 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16719 members 
Mstep: Class 19 contains 55566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573192.000000 Penalty: 34682.753906
Iteration 203Q: 17 clusters Score -7.557319e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 42063 members 
Mstep: Class 3 contains 84884 members 
Mstep: Class 4 contains 46379 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70783 members 
Mstep: Class 7 contains 62183 members 
Mstep: Class 8 contains 38039 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 94662 members 
Mstep: Class 11 contains 15958 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16720 members 
Mstep: Class 19 contains 55567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573224.000000 Penalty: 34682.753906
Iteration 204Q: 17 clusters Score -7.557322e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 42063 members 
Mstep: Class 3 contains 84886 members 
Mstep: Class 4 contains 46380 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70783 members 
Mstep: Class 7 contains 62186 members 
Mstep: Class 8 contains 38038 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 94649 members 
Mstep: Class 11 contains 15961 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16720 members 
Mstep: Class 19 contains 55568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573248.000000 Penalty: 34682.753906
Iteration 205Q: 17 clusters Score -7.557325e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 42063 members 
Mstep: Class 3 contains 84887 members 
Mstep: Class 4 contains 46380 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70781 members 
Mstep: Class 7 contains 62189 members 
Mstep: Class 8 contains 38041 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 94636 members 
Mstep: Class 11 contains 15963 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16721 members 
Mstep: Class 19 contains 55569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573240.000000 Penalty: 34682.753906
Iteration 206Q: 17 clusters Score -7.557324e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 42063 members 
Mstep: Class 3 contains 84888 members 
Mstep: Class 4 contains 46380 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70780 members 
Mstep: Class 7 contains 62191 members 
Mstep: Class 8 contains 38043 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 94634 members 
Mstep: Class 11 contains 15963 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16722 members 
Mstep: Class 19 contains 55568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573256.000000 Penalty: 34682.753906
Iteration 207Q: 17 clusters Score -7.557326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 42063 members 
Mstep: Class 3 contains 84888 members 
Mstep: Class 4 contains 46379 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70780 members 
Mstep: Class 7 contains 62189 members 
Mstep: Class 8 contains 38044 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 94633 members 
Mstep: Class 11 contains 15965 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16721 members 
Mstep: Class 19 contains 55570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573296.000000 Penalty: 34682.753906
Iteration 208Q: 17 clusters Score -7.55733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 42062 members 
Mstep: Class 3 contains 84889 members 
Mstep: Class 4 contains 46378 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70779 members 
Mstep: Class 7 contains 62191 members 
Mstep: Class 8 contains 38045 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 94632 members 
Mstep: Class 11 contains 15963 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16722 members 
Mstep: Class 19 contains 55571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573320.000000 Penalty: 34682.753906
Iteration 209Q: 17 clusters Score -7.557332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 42063 members 
Mstep: Class 3 contains 84891 members 
Mstep: Class 4 contains 46378 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70777 members 
Mstep: Class 7 contains 62192 members 
Mstep: Class 8 contains 38044 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 94630 members 
Mstep: Class 11 contains 15961 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16723 members 
Mstep: Class 19 contains 55573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573312.000000 Penalty: 34682.753906
Iteration 210Q: 17 clusters Score -7.557331e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 42064 members 
Mstep: Class 3 contains 84892 members 
Mstep: Class 4 contains 46378 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70773 members 
Mstep: Class 7 contains 62192 members 
Mstep: Class 8 contains 38045 members 
Mstep: Class 9 contains 3667 members 
Mstep: Class 10 contains 94635 members 
Mstep: Class 11 contains 15955 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16727 members 
Mstep: Class 19 contains 55572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573296.000000 Penalty: 34682.753906
Iteration 211Q: 17 clusters Score -7.55733e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 42065 members 
Mstep: Class 3 contains 84895 members 
Mstep: Class 4 contains 46378 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70771 members 
Mstep: Class 7 contains 62190 members 
Mstep: Class 8 contains 38045 members 
Mstep: Class 9 contains 3666 members 
Mstep: Class 10 contains 94641 members 
Mstep: Class 11 contains 15952 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16728 members 
Mstep: Class 19 contains 55569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573336.000000 Penalty: 34682.753906
Iteration 212Q: 17 clusters Score -7.557334e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 42068 members 
Mstep: Class 3 contains 84893 members 
Mstep: Class 4 contains 46378 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70769 members 
Mstep: Class 7 contains 62189 members 
Mstep: Class 8 contains 38046 members 
Mstep: Class 9 contains 3665 members 
Mstep: Class 10 contains 94635 members 
Mstep: Class 11 contains 15948 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16735 members 
Mstep: Class 19 contains 55572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573240.000000 Penalty: 34682.753906
Iteration 213Q: 17 clusters Score -7.557324e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 42072 members 
Mstep: Class 3 contains 84891 members 
Mstep: Class 4 contains 46376 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70767 members 
Mstep: Class 7 contains 62191 members 
Mstep: Class 8 contains 38046 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 94629 members 
Mstep: Class 11 contains 15952 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16736 members 
Mstep: Class 19 contains 55574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573280.000000 Penalty: 34682.753906
Iteration 214Q: 17 clusters Score -7.557328e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81588 members 
Mstep: Class 2 contains 42074 members 
Mstep: Class 3 contains 84888 members 
Mstep: Class 4 contains 46376 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70766 members 
Mstep: Class 7 contains 62193 members 
Mstep: Class 8 contains 38046 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 94624 members 
Mstep: Class 11 contains 15952 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16736 members 
Mstep: Class 19 contains 55577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573288.000000 Penalty: 34682.753906
Iteration 215Q: 17 clusters Score -7.557329e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 42074 members 
Mstep: Class 3 contains 84889 members 
Mstep: Class 4 contains 46376 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70764 members 
Mstep: Class 7 contains 62194 members 
Mstep: Class 8 contains 38046 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 94627 members 
Mstep: Class 11 contains 15952 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16736 members 
Mstep: Class 19 contains 55576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573280.000000 Penalty: 34682.753906
Iteration 216Q: 17 clusters Score -7.557328e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 42074 members 
Mstep: Class 3 contains 84889 members 
Mstep: Class 4 contains 46376 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70763 members 
Mstep: Class 7 contains 62192 members 
Mstep: Class 8 contains 38046 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 94631 members 
Mstep: Class 11 contains 15949 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16738 members 
Mstep: Class 19 contains 55576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573288.000000 Penalty: 34682.753906
Iteration 217Q: 17 clusters Score -7.557329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 42075 members 
Mstep: Class 3 contains 84888 members 
Mstep: Class 4 contains 46375 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70763 members 
Mstep: Class 7 contains 62192 members 
Mstep: Class 8 contains 38047 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 94631 members 
Mstep: Class 11 contains 15951 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16737 members 
Mstep: Class 19 contains 55577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573280.000000 Penalty: 34682.753906
Iteration 218Q: 17 clusters Score -7.557328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 42076 members 
Mstep: Class 3 contains 84887 members 
Mstep: Class 4 contains 46375 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 70762 members 
Mstep: Class 7 contains 62192 members 
Mstep: Class 8 contains 38048 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94634 members 
Mstep: Class 11 contains 15952 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16736 members 
Mstep: Class 19 contains 55576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573288.000000 Penalty: 34682.753906
Iteration 219Q: 17 clusters Score -7.557329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 42076 members 
Mstep: Class 3 contains 84885 members 
Mstep: Class 4 contains 46375 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 70761 members 
Mstep: Class 7 contains 62193 members 
Mstep: Class 8 contains 38048 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94637 members 
Mstep: Class 11 contains 15951 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16735 members 
Mstep: Class 19 contains 55576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573312.000000 Penalty: 34682.753906
Iteration 220F: 17 clusters Score -7.557331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 42076 members 
Mstep: Class 3 contains 84884 members 
Mstep: Class 4 contains 46375 members 
Mstep: Class 5 contains 3447 members 
Mstep: Class 6 contains 70761 members 
Mstep: Class 7 contains 62192 members 
Mstep: Class 8 contains 38048 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94639 members 
Mstep: Class 11 contains 15948 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16737 members 
Mstep: Class 19 contains 55576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573304.000000 Penalty: 34682.753906
Iteration 221Q: 17 clusters Score -7.55733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 42076 members 
Mstep: Class 3 contains 84884 members 
Mstep: Class 4 contains 46375 members 
Mstep: Class 5 contains 3448 members 
Mstep: Class 6 contains 70761 members 
Mstep: Class 7 contains 62191 members 
Mstep: Class 8 contains 38047 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94642 members 
Mstep: Class 11 contains 15947 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16737 members 
Mstep: Class 19 contains 55576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573296.000000 Penalty: 34682.753906
Iteration 222Q: 17 clusters Score -7.55733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 42077 members 
Mstep: Class 3 contains 84882 members 
Mstep: Class 4 contains 46373 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 70759 members 
Mstep: Class 7 contains 62191 members 
Mstep: Class 8 contains 38047 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94646 members 
Mstep: Class 11 contains 15944 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16739 members 
Mstep: Class 19 contains 55575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573304.000000 Penalty: 34682.753906
Iteration 223Q: 17 clusters Score -7.55733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 42077 members 
Mstep: Class 3 contains 84885 members 
Mstep: Class 4 contains 46371 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70759 members 
Mstep: Class 7 contains 62191 members 
Mstep: Class 8 contains 38047 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94649 members 
Mstep: Class 11 contains 15939 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16741 members 
Mstep: Class 19 contains 55574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573288.000000 Penalty: 34682.753906
Iteration 224Q: 17 clusters Score -7.557329e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 42078 members 
Mstep: Class 3 contains 84885 members 
Mstep: Class 4 contains 46370 members 
Mstep: Class 5 contains 3452 members 
Mstep: Class 6 contains 70759 members 
Mstep: Class 7 contains 62191 members 
Mstep: Class 8 contains 38047 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94648 members 
Mstep: Class 11 contains 15935 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16746 members 
Mstep: Class 19 contains 55575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573328.000000 Penalty: 34682.753906
Iteration 225Q: 17 clusters Score -7.557333e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 42081 members 
Mstep: Class 3 contains 84887 members 
Mstep: Class 4 contains 46367 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70759 members 
Mstep: Class 7 contains 62191 members 
Mstep: Class 8 contains 38047 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94650 members 
Mstep: Class 11 contains 15928 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16750 members 
Mstep: Class 19 contains 55575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573296.000000 Penalty: 34682.753906
Iteration 226Q: 17 clusters Score -7.55733e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 42083 members 
Mstep: Class 3 contains 84887 members 
Mstep: Class 4 contains 46366 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70757 members 
Mstep: Class 7 contains 62193 members 
Mstep: Class 8 contains 38047 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94654 members 
Mstep: Class 11 contains 15915 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16758 members 
Mstep: Class 19 contains 55576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573288.000000 Penalty: 34682.753906
Iteration 227Q: 17 clusters Score -7.557329e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 42083 members 
Mstep: Class 3 contains 84891 members 
Mstep: Class 4 contains 46366 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70758 members 
Mstep: Class 7 contains 62193 members 
Mstep: Class 8 contains 38047 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94656 members 
Mstep: Class 11 contains 15905 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16761 members 
Mstep: Class 19 contains 55577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573264.000000 Penalty: 34682.753906
Iteration 228Q: 17 clusters Score -7.557326e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 42084 members 
Mstep: Class 3 contains 84890 members 
Mstep: Class 4 contains 46367 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70758 members 
Mstep: Class 7 contains 62194 members 
Mstep: Class 8 contains 38047 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94652 members 
Mstep: Class 11 contains 15901 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16765 members 
Mstep: Class 19 contains 55580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573288.000000 Penalty: 34682.753906
Iteration 229Q: 17 clusters Score -7.557329e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 42085 members 
Mstep: Class 3 contains 84890 members 
Mstep: Class 4 contains 46366 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70756 members 
Mstep: Class 7 contains 62196 members 
Mstep: Class 8 contains 38047 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94651 members 
Mstep: Class 11 contains 15895 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16770 members 
Mstep: Class 19 contains 55582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573320.000000 Penalty: 34682.753906
Iteration 230Q: 17 clusters Score -7.557332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 42088 members 
Mstep: Class 3 contains 84889 members 
Mstep: Class 4 contains 46364 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70754 members 
Mstep: Class 7 contains 62196 members 
Mstep: Class 8 contains 38047 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94651 members 
Mstep: Class 11 contains 15891 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16774 members 
Mstep: Class 19 contains 55584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573264.000000 Penalty: 34682.753906
Iteration 231Q: 17 clusters Score -7.557326e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 42091 members 
Mstep: Class 3 contains 84890 members 
Mstep: Class 4 contains 46361 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70753 members 
Mstep: Class 7 contains 62197 members 
Mstep: Class 8 contains 38044 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94650 members 
Mstep: Class 11 contains 15889 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16776 members 
Mstep: Class 19 contains 55586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573248.000000 Penalty: 34682.753906
Iteration 232Q: 17 clusters Score -7.557325e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 42090 members 
Mstep: Class 3 contains 84887 members 
Mstep: Class 4 contains 46361 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70751 members 
Mstep: Class 7 contains 62198 members 
Mstep: Class 8 contains 38044 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94648 members 
Mstep: Class 11 contains 15889 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16782 members 
Mstep: Class 19 contains 55586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573280.000000 Penalty: 34682.753906
Iteration 233Q: 17 clusters Score -7.557328e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 42090 members 
Mstep: Class 3 contains 84887 members 
Mstep: Class 4 contains 46360 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70751 members 
Mstep: Class 7 contains 62199 members 
Mstep: Class 8 contains 38047 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94647 members 
Mstep: Class 11 contains 15886 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16784 members 
Mstep: Class 19 contains 55585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573280.000000 Penalty: 34682.753906
Iteration 234Q: 17 clusters Score -7.557328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 42089 members 
Mstep: Class 3 contains 84888 members 
Mstep: Class 4 contains 46359 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70750 members 
Mstep: Class 7 contains 62199 members 
Mstep: Class 8 contains 38048 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94647 members 
Mstep: Class 11 contains 15882 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16788 members 
Mstep: Class 19 contains 55586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573280.000000 Penalty: 34682.753906
Iteration 235Q: 17 clusters Score -7.557328e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 42088 members 
Mstep: Class 3 contains 84891 members 
Mstep: Class 4 contains 46359 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70750 members 
Mstep: Class 7 contains 62200 members 
Mstep: Class 8 contains 38047 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94647 members 
Mstep: Class 11 contains 15876 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16792 members 
Mstep: Class 19 contains 55586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573272.000000 Penalty: 34682.753906
Iteration 236Q: 17 clusters Score -7.557327e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 42088 members 
Mstep: Class 3 contains 84892 members 
Mstep: Class 4 contains 46358 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70751 members 
Mstep: Class 7 contains 62201 members 
Mstep: Class 8 contains 38046 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94648 members 
Mstep: Class 11 contains 15871 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16796 members 
Mstep: Class 19 contains 55587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573264.000000 Penalty: 34682.753906
Iteration 237Q: 17 clusters Score -7.557326e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 42088 members 
Mstep: Class 3 contains 84892 members 
Mstep: Class 4 contains 46359 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70752 members 
Mstep: Class 7 contains 62201 members 
Mstep: Class 8 contains 38047 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94651 members 
Mstep: Class 11 contains 15864 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16798 members 
Mstep: Class 19 contains 55588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573288.000000 Penalty: 34682.753906
Iteration 238Q: 17 clusters Score -7.557329e+07 nChanged 24
Entering ConstructFrom: 
Score: -75573288.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (81575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81575 members 
Entering Unmasked Estep 
Score: -10133111.000000 Penalty: 1837.757812
	Iteration 0F: 2 clusters Score -1.013311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -10080613.000000 Penalty: 3675.515625
	Iteration 0F: 3 clusters Score -1.008061e+07 nChanged 38880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -10102676.000000 Penalty: 3675.515625
	Iteration 1F: 3 clusters Score -1.010268e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -10103181.000000 Penalty: 3675.515625
	Iteration 2Q: 3 clusters Score -1.010318e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -10103609.000000 Penalty: 3675.515625
	Iteration 3Q: 3 clusters Score -1.010361e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -10104064.000000 Penalty: 3675.515625
	Iteration 4Q: 3 clusters Score -1.010406e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -10104761.000000 Penalty: 3675.515625
	Iteration 5Q: 3 clusters Score -1.010476e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -10105975.000000 Penalty: 3675.515625
	Iteration 6Q: 3 clusters Score -1.010598e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52673 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -10107936.000000 Penalty: 3675.515625
	Iteration 7F: 3 clusters Score -1.010794e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -10111405.000000 Penalty: 3675.515625
	Iteration 8F: 3 clusters Score -1.01114e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -10116480.000000 Penalty: 3675.515625
	Iteration 9F: 3 clusters Score -1.011648e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -10122463.000000 Penalty: 3675.515625
	Iteration 10F: 3 clusters Score -1.012246e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77056 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -10127511.000000 Penalty: 3675.515625
	Iteration 11F: 3 clusters Score -1.012751e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80015 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -10130121.000000 Penalty: 3675.515625
	Iteration 12Q: 3 clusters Score -1.013012e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10131121.000000 Penalty: 3675.515625
	Iteration 13Q: 3 clusters Score -1.013112e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81365 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10131419.000000 Penalty: 3675.515625
	Iteration 14Q: 3 clusters Score -1.013142e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81422 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10131533.000000 Penalty: 3675.515625
	Iteration 15Q: 3 clusters Score -1.013153e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81439 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10131574.000000 Penalty: 3675.515625
	Iteration 16Q: 3 clusters Score -1.013157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10131603.000000 Penalty: 3675.515625
	Iteration 17Q: 3 clusters Score -1.01316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -10131610.000000 Penalty: 3675.515625
	Iteration 18Q: 3 clusters Score -1.013161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81455 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10131618.000000 Penalty: 3675.515625
	Iteration 19Q: 3 clusters Score -1.013162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81455 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -10131620.000000 Penalty: 3675.515625
	Iteration 20F: 3 clusters Score -1.013162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Entering Unmasked Estep 
Score: -5239824.500000 Penalty: 1730.221680
	Iteration 0F: 2 clusters Score -5239824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -5211540.500000 Penalty: 3460.443359
	Iteration 0F: 3 clusters Score -5211540 nChanged 19645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -5223162.500000 Penalty: 3460.443359
	Iteration 1F: 3 clusters Score -5223162 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -5223965.500000 Penalty: 3460.443359
	Iteration 2Q: 3 clusters Score -5223966 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -5225176.000000 Penalty: 3460.443359
	Iteration 3F: 3 clusters Score -5225176 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -5227329.000000 Penalty: 3460.443359
	Iteration 4F: 3 clusters Score -5227329 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -5230501.000000 Penalty: 3460.443359
	Iteration 5F: 3 clusters Score -5230501 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -5233967.000000 Penalty: 3460.443359
	Iteration 6F: 3 clusters Score -5233967 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -5236474.000000 Penalty: 3460.443359
	Iteration 7F: 3 clusters Score -5236474 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -5237645.000000 Penalty: 3460.443359
	Iteration 8Q: 3 clusters Score -5237645 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -5238043.000000 Penalty: 3460.443359
	Iteration 9Q: 3 clusters Score -5238043 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -5238168.500000 Penalty: 3460.443359
	Iteration 10Q: 3 clusters Score -5238168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -5238248.500000 Penalty: 3460.443359
	Iteration 11Q: 3 clusters Score -5238248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -5238267.000000 Penalty: 3460.443359
	Iteration 12Q: 3 clusters Score -5238267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -5238290.500000 Penalty: 3460.443359
	Iteration 13Q: 3 clusters Score -5238290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -5238296.500000 Penalty: 3460.443359
	Iteration 14Q: 3 clusters Score -5238296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -5238300.000000 Penalty: 3460.443359
	Iteration 15Q: 3 clusters Score -5238300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -5238306.000000 Penalty: 3460.443359
	Iteration 16Q: 3 clusters Score -5238306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -5238305.500000 Penalty: 3460.443359
	Iteration 17Q: 3 clusters Score -5238306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -5238305.500000 Penalty: 3460.443359
	Iteration 18F: 3 clusters Score -5238306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84890 members 
Entering Unmasked Estep 
Score: -10510391.000000 Penalty: 1844.230591
	Iteration 0F: 2 clusters Score -1.051039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -10454866.000000 Penalty: 3688.461182
	Iteration 0F: 3 clusters Score -1.045487e+07 nChanged 40477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -10478369.000000 Penalty: 3688.461182
	Iteration 1F: 3 clusters Score -1.047837e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -10479331.000000 Penalty: 3688.461182
	Iteration 2Q: 3 clusters Score -1.047933e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -10480636.000000 Penalty: 3688.461182
	Iteration 3Q: 3 clusters Score -1.048064e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -10482575.000000 Penalty: 3688.461182
	Iteration 4Q: 3 clusters Score -1.048258e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -10485496.000000 Penalty: 3688.461182
	Iteration 5F: 3 clusters Score -1.04855e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -10489563.000000 Penalty: 3688.461182
	Iteration 6F: 3 clusters Score -1.048956e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -10494487.000000 Penalty: 3688.461182
	Iteration 7F: 3 clusters Score -1.049449e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -10498417.000000 Penalty: 3688.461182
	Iteration 8F: 3 clusters Score -1.049842e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -10500285.000000 Penalty: 3688.461182
	Iteration 9Q: 3 clusters Score -1.050028e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -10501058.000000 Penalty: 3688.461182
	Iteration 10Q: 3 clusters Score -1.050106e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -10501548.000000 Penalty: 3688.461182
	Iteration 11Q: 3 clusters Score -1.050155e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -10501823.000000 Penalty: 3688.461182
	Iteration 12Q: 3 clusters Score -1.050182e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 57518 members 
Entering Unmasked Estep 
Score: -10502103.000000 Penalty: 3688.461182
	Iteration 13Q: 3 clusters Score -1.05021e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -10502442.000000 Penalty: 3688.461182
	Iteration 14Q: 3 clusters Score -1.050244e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -10502775.000000 Penalty: 3688.461182
	Iteration 15Q: 3 clusters Score -1.050278e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -10503045.000000 Penalty: 3688.461182
	Iteration 16Q: 3 clusters Score -1.050304e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -10503362.000000 Penalty: 3688.461182
	Iteration 17Q: 3 clusters Score -1.050336e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -10503558.000000 Penalty: 3688.461182
	Iteration 18Q: 3 clusters Score -1.050356e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 62310 members 
Entering Unmasked Estep 
Score: -10503806.000000 Penalty: 3688.461182
	Iteration 19Q: 3 clusters Score -1.050381e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -10504023.000000 Penalty: 3688.461182
	Iteration 20F: 3 clusters Score -1.050402e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 63829 members 
Entering Unmasked Estep 
Score: -10504228.000000 Penalty: 3688.461182
	Iteration 21Q: 3 clusters Score -1.050423e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -10504415.000000 Penalty: 3688.461182
	Iteration 22Q: 3 clusters Score -1.050442e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -10504677.000000 Penalty: 3688.461182
	Iteration 23Q: 3 clusters Score -1.050468e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -10504869.000000 Penalty: 3688.461182
	Iteration 24Q: 3 clusters Score -1.050487e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 66733 members 
Entering Unmasked Estep 
Score: -10505086.000000 Penalty: 3688.461182
	Iteration 25Q: 3 clusters Score -1.050509e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -10505294.000000 Penalty: 3688.461182
	Iteration 26Q: 3 clusters Score -1.050529e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -10505512.000000 Penalty: 3688.461182
	Iteration 27Q: 3 clusters Score -1.050551e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -10505731.000000 Penalty: 3688.461182
	Iteration 28Q: 3 clusters Score -1.050573e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 69633 members 
Entering Unmasked Estep 
Score: -10506030.000000 Penalty: 3688.461182
	Iteration 29Q: 3 clusters Score -1.050603e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 70459 members 
Entering Unmasked Estep 
Score: -10506254.000000 Penalty: 3688.461182
	Iteration 30Q: 3 clusters Score -1.050625e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 71392 members 
Entering Unmasked Estep 
Score: -10506562.000000 Penalty: 3688.461182
	Iteration 31Q: 3 clusters Score -1.050656e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 72399 members 
Entering Unmasked Estep 
Score: -10506915.000000 Penalty: 3688.461182
	Iteration 32Q: 3 clusters Score -1.050692e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 73424 members 
Entering Unmasked Estep 
Score: -10507165.000000 Penalty: 3688.461182
	Iteration 33Q: 3 clusters Score -1.050716e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 74435 members 
Entering Unmasked Estep 
Score: -10507474.000000 Penalty: 3688.461182
	Iteration 34Q: 3 clusters Score -1.050747e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 75475 members 
Entering Unmasked Estep 
Score: -10507693.000000 Penalty: 3688.461182
	Iteration 35Q: 3 clusters Score -1.050769e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 76469 members 
Entering Unmasked Estep 
Score: -10507972.000000 Penalty: 3688.461182
	Iteration 36Q: 3 clusters Score -1.050797e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 77449 members 
Entering Unmasked Estep 
Score: -10508209.000000 Penalty: 3688.461182
	Iteration 37Q: 3 clusters Score -1.050821e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 78398 members 
Entering Unmasked Estep 
Score: -10508414.000000 Penalty: 3688.461182
	Iteration 38Q: 3 clusters Score -1.050841e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
Score: -10508556.000000 Penalty: 3688.461182
	Iteration 39Q: 3 clusters Score -1.050856e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -10508722.000000 Penalty: 3688.461182
	Iteration 40F: 3 clusters Score -1.050872e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
Score: -10508911.000000 Penalty: 3688.461182
	Iteration 41Q: 3 clusters Score -1.050891e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 81384 members 
Entering Unmasked Estep 
Score: -10508970.000000 Penalty: 3688.461182
	Iteration 42Q: 3 clusters Score -1.050897e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 81849 members 
Entering Unmasked Estep 
Score: -10509029.000000 Penalty: 3688.461182
	Iteration 43Q: 3 clusters Score -1.050903e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 82241 members 
Entering Unmasked Estep 
Score: -10509083.000000 Penalty: 3688.461182
	Iteration 44Q: 3 clusters Score -1.050908e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 82556 members 
Entering Unmasked Estep 
Score: -10509132.000000 Penalty: 3688.461182
	Iteration 45Q: 3 clusters Score -1.050913e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 82790 members 
Entering Unmasked Estep 
Score: -10509169.000000 Penalty: 3688.461182
	Iteration 46Q: 3 clusters Score -1.050917e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 83002 members 
Entering Unmasked Estep 
Score: -10509183.000000 Penalty: 3688.461182
	Iteration 47Q: 3 clusters Score -1.050918e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -10509231.000000 Penalty: 3688.461182
	Iteration 48Q: 3 clusters Score -1.050923e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 83301 members 
Entering Unmasked Estep 
Score: -10509236.000000 Penalty: 3688.461182
	Iteration 49Q: 3 clusters Score -1.050924e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 83393 members 
Entering Unmasked Estep 
Score: -10509222.000000 Penalty: 3688.461182
	Iteration 50Q: 3 clusters Score -1.050922e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 83471 members 
Entering Unmasked Estep 
Score: -10509234.000000 Penalty: 3688.461182
	Iteration 51Q: 3 clusters Score -1.050923e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 83533 members 
Entering Unmasked Estep 
Score: -10509251.000000 Penalty: 3688.461182
	Iteration 52Q: 3 clusters Score -1.050925e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 83575 members 
Entering Unmasked Estep 
Score: -10509268.000000 Penalty: 3688.461182
	Iteration 53Q: 3 clusters Score -1.050927e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 83609 members 
Entering Unmasked Estep 
Score: -10509263.000000 Penalty: 3688.461182
	Iteration 54Q: 3 clusters Score -1.050926e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 83637 members 
Entering Unmasked Estep 
Score: -10509288.000000 Penalty: 3688.461182
	Iteration 55Q: 3 clusters Score -1.050929e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 83664 members 
Entering Unmasked Estep 
Score: -10509273.000000 Penalty: 3688.461182
	Iteration 56Q: 3 clusters Score -1.050927e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 83681 members 
Entering Unmasked Estep 
Score: -10509276.000000 Penalty: 3688.461182
	Iteration 57Q: 3 clusters Score -1.050928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 83695 members 
Entering Unmasked Estep 
Score: -10509271.000000 Penalty: 3688.461182
	Iteration 58Q: 3 clusters Score -1.050927e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 83718 members 
Entering Unmasked Estep 
Score: -10509284.000000 Penalty: 3688.461182
	Iteration 59Q: 3 clusters Score -1.050928e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 83737 members 
Entering Unmasked Estep 
Score: -10509298.000000 Penalty: 3688.461182
	Iteration 60F: 3 clusters Score -1.05093e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 83756 members 
Entering Unmasked Estep 
Score: -10509300.000000 Penalty: 3688.461182
	Iteration 61Q: 3 clusters Score -1.05093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 83767 members 
Entering Unmasked Estep 
Score: -10509305.000000 Penalty: 3688.461182
	Iteration 62Q: 3 clusters Score -1.05093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 83776 members 
Entering Unmasked Estep 
Score: -10509287.000000 Penalty: 3688.461182
	Iteration 63Q: 3 clusters Score -1.050929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 83786 members 
Entering Unmasked Estep 
Score: -10509286.000000 Penalty: 3688.461182
	Iteration 64Q: 3 clusters Score -1.050929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -10509272.000000 Penalty: 3688.461182
	Iteration 65Q: 3 clusters Score -1.050927e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 83804 members 
Entering Unmasked Estep 
Score: -10509272.000000 Penalty: 3688.461182
	Iteration 66Q: 3 clusters Score -1.050927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 83809 members 
Entering Unmasked Estep 
Score: -10509265.000000 Penalty: 3688.461182
	Iteration 67Q: 3 clusters Score -1.050926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 83811 members 
Entering Unmasked Estep 
Score: -10509272.000000 Penalty: 3688.461182
	Iteration 68Q: 3 clusters Score -1.050927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 83814 members 
Entering Unmasked Estep 
Score: -10509281.000000 Penalty: 3688.461182
	Iteration 69Q: 3 clusters Score -1.050928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -10509277.000000 Penalty: 3688.461182
	Iteration 70Q: 3 clusters Score -1.050928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 83824 members 
Entering Unmasked Estep 
Score: -10509276.000000 Penalty: 3688.461182
	Iteration 71Q: 3 clusters Score -1.050928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -10509278.000000 Penalty: 3688.461182
	Iteration 72Q: 3 clusters Score -1.050928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 83835 members 
Entering Unmasked Estep 
Score: -10509285.000000 Penalty: 3688.461182
	Iteration 73Q: 3 clusters Score -1.050928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 83841 members 
Entering Unmasked Estep 
Score: -10509277.000000 Penalty: 3688.461182
	Iteration 74Q: 3 clusters Score -1.050928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 83848 members 
Entering Unmasked Estep 
Score: -10509276.000000 Penalty: 3688.461182
	Iteration 75Q: 3 clusters Score -1.050928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 83853 members 
Entering Unmasked Estep 
Score: -10509261.000000 Penalty: 3688.461182
	Iteration 76Q: 3 clusters Score -1.050926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 83858 members 
Entering Unmasked Estep 
Score: -10509258.000000 Penalty: 3688.461182
	Iteration 77Q: 3 clusters Score -1.050926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 83866 members 
Entering Unmasked Estep 
Score: -10509263.000000 Penalty: 3688.461182
	Iteration 78Q: 3 clusters Score -1.050926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -10509256.000000 Penalty: 3688.461182
	Iteration 79Q: 3 clusters Score -1.050926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 83884 members 
Entering Unmasked Estep 
Score: -10509250.000000 Penalty: 3688.461182
	Iteration 80F: 3 clusters Score -1.050925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 83891 members 
Entering Unmasked Estep 
Score: -10509257.000000 Penalty: 3688.461182
	Iteration 81Q: 3 clusters Score -1.050926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 83895 members 
Entering Unmasked Estep 
Score: -10509270.000000 Penalty: 3688.461182
	Iteration 82Q: 3 clusters Score -1.050927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 83898 members 
Entering Unmasked Estep 
Score: -10509273.000000 Penalty: 3688.461182
	Iteration 83Q: 3 clusters Score -1.050927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 83903 members 
Entering Unmasked Estep 
Score: -10509276.000000 Penalty: 3688.461182
	Iteration 84Q: 3 clusters Score -1.050928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 83904 members 
Entering Unmasked Estep 
Score: -10509274.000000 Penalty: 3688.461182
	Iteration 85Q: 3 clusters Score -1.050927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 83906 members 
Entering Unmasked Estep 
Score: -10509270.000000 Penalty: 3688.461182
	Iteration 86Q: 3 clusters Score -1.050927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 83910 members 
Entering Unmasked Estep 
Score: -10509272.000000 Penalty: 3688.461182
	Iteration 87Q: 3 clusters Score -1.050927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -10509276.000000 Penalty: 3688.461182
	Iteration 88Q: 3 clusters Score -1.050928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -10509271.000000 Penalty: 3688.461182
	Iteration 89Q: 3 clusters Score -1.050927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -10509271.000000 Penalty: 3688.461182
	Iteration 90F: 3 clusters Score -1.050927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Entering Unmasked Estep 
Score: -5759349.500000 Penalty: 1745.924194
	Iteration 0F: 2 clusters Score -5759350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -5728433.000000 Penalty: 3491.848389
	Iteration 0F: 3 clusters Score -5728433 nChanged 21737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -5740576.500000 Penalty: 3491.848389
	Iteration 1F: 3 clusters Score -5740576 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -5741133.000000 Penalty: 3491.848389
	Iteration 2Q: 3 clusters Score -5741133 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -5742005.500000 Penalty: 3491.848389
	Iteration 3Q: 3 clusters Score -5742006 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -5743231.500000 Penalty: 3491.848389
	Iteration 4F: 3 clusters Score -5743232 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -5745091.000000 Penalty: 3491.848389
	Iteration 5F: 3 clusters Score -5745091 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -5747964.500000 Penalty: 3491.848389
	Iteration 6F: 3 clusters Score -5747964 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -5751523.500000 Penalty: 3491.848389
	Iteration 7F: 3 clusters Score -5751524 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -5754692.000000 Penalty: 3491.848389
	Iteration 8F: 3 clusters Score -5754692 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -5756597.000000 Penalty: 3491.848389
	Iteration 9Q: 3 clusters Score -5756597 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -5757383.000000 Penalty: 3491.848389
	Iteration 10Q: 3 clusters Score -5757383 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -5757629.000000 Penalty: 3491.848389
	Iteration 11Q: 3 clusters Score -5757629 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -5757724.000000 Penalty: 3491.848389
	Iteration 12Q: 3 clusters Score -5757724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -5757769.500000 Penalty: 3491.848389
	Iteration 13Q: 3 clusters Score -5757770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -5757789.500000 Penalty: 3491.848389
	Iteration 14Q: 3 clusters Score -5757790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -5757800.000000 Penalty: 3491.848389
	Iteration 15Q: 3 clusters Score -5757800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -5757801.000000 Penalty: 3491.848389
	Iteration 16Q: 3 clusters Score -5757801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -5757809.500000 Penalty: 3491.848389
	Iteration 17Q: 3 clusters Score -5757810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -5757819.000000 Penalty: 3491.848389
	Iteration 18Q: 3 clusters Score -5757819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -5757821.500000 Penalty: 3491.848389
	Iteration 19Q: 3 clusters Score -5757822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -5757821.500000 Penalty: 3491.848389
	Iteration 20F: 3 clusters Score -5757822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -5757826.500000 Penalty: 3491.848389
	Iteration 21Q: 3 clusters Score -5757826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -5757826.500000 Penalty: 3491.848389
	Iteration 22F: 3 clusters Score -5757826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Entering Unmasked Estep 
Score: -432197.250000 Penalty: 1323.793213
	Iteration 0F: 2 clusters Score -432197.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -429177.218750 Penalty: 2647.586426
	Iteration 0F: 3 clusters Score -429177.2 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -429898.031250 Penalty: 2647.586426
	Iteration 1F: 3 clusters Score -429898 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -430035.187500 Penalty: 2647.586426
	Iteration 2F: 3 clusters Score -430035.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -430133.000000 Penalty: 2647.586426
	Iteration 3Q: 3 clusters Score -430133 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -430210.156250 Penalty: 2647.586426
	Iteration 4Q: 3 clusters Score -430210.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -430277.437500 Penalty: 2647.586426
	Iteration 5Q: 3 clusters Score -430277.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -430324.406250 Penalty: 2647.586426
	Iteration 6Q: 3 clusters Score -430324.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -430362.750000 Penalty: 2647.586426
	Iteration 7Q: 3 clusters Score -430362.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -430387.500000 Penalty: 2647.586426
	Iteration 8Q: 3 clusters Score -430387.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -430401.875000 Penalty: 2647.586426
	Iteration 9Q: 3 clusters Score -430401.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -430414.437500 Penalty: 2647.586426
	Iteration 10Q: 3 clusters Score -430414.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -430427.718750 Penalty: 2647.586426
	Iteration 11Q: 3 clusters Score -430427.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -430438.218750 Penalty: 2647.586426
	Iteration 12Q: 3 clusters Score -430438.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -430455.375000 Penalty: 2647.586426
	Iteration 13Q: 3 clusters Score -430455.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -430473.281250 Penalty: 2647.586426
	Iteration 14Q: 3 clusters Score -430473.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -430491.656250 Penalty: 2647.586426
	Iteration 15Q: 3 clusters Score -430491.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -430507.656250 Penalty: 2647.586426
	Iteration 16Q: 3 clusters Score -430507.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -430527.781250 Penalty: 2647.586426
	Iteration 17Q: 3 clusters Score -430527.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -430548.812500 Penalty: 2647.586426
	Iteration 18Q: 3 clusters Score -430548.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -430569.218750 Penalty: 2647.586426
	Iteration 19Q: 3 clusters Score -430569.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -430596.468750 Penalty: 2647.586426
	Iteration 20F: 3 clusters Score -430596.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -430627.031250 Penalty: 2647.586426
	Iteration 21Q: 3 clusters Score -430627 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -430651.593750 Penalty: 2647.586426
	Iteration 22Q: 3 clusters Score -430651.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -430665.625000 Penalty: 2647.586426
	Iteration 23Q: 3 clusters Score -430665.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -430676.187500 Penalty: 2647.586426
	Iteration 24Q: 3 clusters Score -430676.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -430689.406250 Penalty: 2647.586426
	Iteration 25Q: 3 clusters Score -430689.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -430695.125000 Penalty: 2647.586426
	Iteration 26Q: 3 clusters Score -430695.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -430701.093750 Penalty: 2647.586426
	Iteration 27Q: 3 clusters Score -430701.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -430708.718750 Penalty: 2647.586426
	Iteration 28Q: 3 clusters Score -430708.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -430713.906250 Penalty: 2647.586426
	Iteration 29Q: 3 clusters Score -430713.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -430721.937500 Penalty: 2647.586426
	Iteration 30Q: 3 clusters Score -430721.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -430730.875000 Penalty: 2647.586426
	Iteration 31Q: 3 clusters Score -430730.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -430738.250000 Penalty: 2647.586426
	Iteration 32Q: 3 clusters Score -430738.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -430745.250000 Penalty: 2647.586426
	Iteration 33Q: 3 clusters Score -430745.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -430747.812500 Penalty: 2647.586426
	Iteration 34Q: 3 clusters Score -430747.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -430750.093750 Penalty: 2647.586426
	Iteration 35Q: 3 clusters Score -430750.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -430751.968750 Penalty: 2647.586426
	Iteration 36Q: 3 clusters Score -430752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -430754.375000 Penalty: 2647.586426
	Iteration 37Q: 3 clusters Score -430754.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -430758.312500 Penalty: 2647.586426
	Iteration 38Q: 3 clusters Score -430758.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -430760.593750 Penalty: 2647.586426
	Iteration 39Q: 3 clusters Score -430760.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -430760.968750 Penalty: 2647.586426
	Iteration 40F: 3 clusters Score -430761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -430761.937500 Penalty: 2647.586426
	Iteration 41Q: 3 clusters Score -430761.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -430762.437500 Penalty: 2647.586426
	Iteration 42Q: 3 clusters Score -430762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -430764.093750 Penalty: 2647.586426
	Iteration 43Q: 3 clusters Score -430764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -430764.500000 Penalty: 2647.586426
	Iteration 44Q: 3 clusters Score -430764.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -430765.625000 Penalty: 2647.586426
	Iteration 45Q: 3 clusters Score -430765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -430766.812500 Penalty: 2647.586426
	Iteration 46Q: 3 clusters Score -430766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -430766.437500 Penalty: 2647.586426
	Iteration 47Q: 3 clusters Score -430766.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -430766.437500 Penalty: 2647.586426
	Iteration 48F: 3 clusters Score -430766.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70751 members 
Entering Unmasked Estep 
Score: -8812100.000000 Penalty: 1814.624756
	Iteration 0F: 2 clusters Score -8812100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -8765758.000000 Penalty: 3629.249512
	Iteration 0F: 3 clusters Score -8765758 nChanged 33386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -8785063.000000 Penalty: 3629.249512
	Iteration 1F: 3 clusters Score -8785063 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -8785719.000000 Penalty: 3629.249512
	Iteration 2Q: 3 clusters Score -8785719 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -8786393.000000 Penalty: 3629.249512
	Iteration 3Q: 3 clusters Score -8786393 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -8787412.000000 Penalty: 3629.249512
	Iteration 4Q: 3 clusters Score -8787412 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -8789014.000000 Penalty: 3629.249512
	Iteration 5Q: 3 clusters Score -8789014 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -8791553.000000 Penalty: 3629.249512
	Iteration 6F: 3 clusters Score -8791553 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -8794913.000000 Penalty: 3629.249512
	Iteration 7F: 3 clusters Score -8794913 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -8798485.000000 Penalty: 3629.249512
	Iteration 8F: 3 clusters Score -8798485 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -8800915.000000 Penalty: 3629.249512
	Iteration 9F: 3 clusters Score -8800915 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -8802260.000000 Penalty: 3629.249512
	Iteration 10Q: 3 clusters Score -8802260 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -8802930.000000 Penalty: 3629.249512
	Iteration 11Q: 3 clusters Score -8802930 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -8803532.000000 Penalty: 3629.249512
	Iteration 12Q: 3 clusters Score -8803532 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -8804053.000000 Penalty: 3629.249512
	Iteration 13Q: 3 clusters Score -8804053 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -8804575.000000 Penalty: 3629.249512
	Iteration 14Q: 3 clusters Score -8804575 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -8805153.000000 Penalty: 3629.249512
	Iteration 15Q: 3 clusters Score -8805153 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -8805623.000000 Penalty: 3629.249512
	Iteration 16Q: 3 clusters Score -8805623 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -8806071.000000 Penalty: 3629.249512
	Iteration 17Q: 3 clusters Score -8806071 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -8806551.000000 Penalty: 3629.249512
	Iteration 18Q: 3 clusters Score -8806551 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -8807006.000000 Penalty: 3629.249512
	Iteration 19Q: 3 clusters Score -8807006 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -8807523.000000 Penalty: 3629.249512
	Iteration 20F: 3 clusters Score -8807523 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -8808002.000000 Penalty: 3629.249512
	Iteration 21Q: 3 clusters Score -8808002 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -8808473.000000 Penalty: 3629.249512
	Iteration 22Q: 3 clusters Score -8808473 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66300 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -8808909.000000 Penalty: 3629.249512
	Iteration 23Q: 3 clusters Score -8808909 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66950 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -8809251.000000 Penalty: 3629.249512
	Iteration 24Q: 3 clusters Score -8809251 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -8809584.000000 Penalty: 3629.249512
	Iteration 25Q: 3 clusters Score -8809584 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67970 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -8809836.000000 Penalty: 3629.249512
	Iteration 26Q: 3 clusters Score -8809836 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8810001.000000 Penalty: 3629.249512
	Iteration 27Q: 3 clusters Score -8810001 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8810139.000000 Penalty: 3629.249512
	Iteration 28Q: 3 clusters Score -8810139 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68936 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8810267.000000 Penalty: 3629.249512
	Iteration 29Q: 3 clusters Score -8810267 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69119 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8810355.000000 Penalty: 3629.249512
	Iteration 30Q: 3 clusters Score -8810355 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69247 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -8810412.000000 Penalty: 3629.249512
	Iteration 31Q: 3 clusters Score -8810412 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69378 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8810469.000000 Penalty: 3629.249512
	Iteration 32Q: 3 clusters Score -8810469 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8810519.000000 Penalty: 3629.249512
	Iteration 33Q: 3 clusters Score -8810519 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8810568.000000 Penalty: 3629.249512
	Iteration 34Q: 3 clusters Score -8810568 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8810587.000000 Penalty: 3629.249512
	Iteration 35Q: 3 clusters Score -8810587 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8810649.000000 Penalty: 3629.249512
	Iteration 36Q: 3 clusters Score -8810649 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8810664.000000 Penalty: 3629.249512
	Iteration 37Q: 3 clusters Score -8810664 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69849 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8810680.000000 Penalty: 3629.249512
	Iteration 38Q: 3 clusters Score -8810680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8810700.000000 Penalty: 3629.249512
	Iteration 39Q: 3 clusters Score -8810700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69903 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8810710.000000 Penalty: 3629.249512
	Iteration 40F: 3 clusters Score -8810710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8810717.000000 Penalty: 3629.249512
	Iteration 41Q: 3 clusters Score -8810717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8810736.000000 Penalty: 3629.249512
	Iteration 42Q: 3 clusters Score -8810736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69970 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8810746.000000 Penalty: 3629.249512
	Iteration 43Q: 3 clusters Score -8810746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69984 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8810739.000000 Penalty: 3629.249512
	Iteration 44Q: 3 clusters Score -8810739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69998 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8810748.000000 Penalty: 3629.249512
	Iteration 45Q: 3 clusters Score -8810748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8810747.000000 Penalty: 3629.249512
	Iteration 46Q: 3 clusters Score -8810747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70016 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8810756.000000 Penalty: 3629.249512
	Iteration 47Q: 3 clusters Score -8810756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70020 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8810764.000000 Penalty: 3629.249512
	Iteration 48Q: 3 clusters Score -8810764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70025 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8810769.000000 Penalty: 3629.249512
	Iteration 49Q: 3 clusters Score -8810769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70028 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8810770.000000 Penalty: 3629.249512
	Iteration 50Q: 3 clusters Score -8810770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8810774.000000 Penalty: 3629.249512
	Iteration 51Q: 3 clusters Score -8810774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70031 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8810769.000000 Penalty: 3629.249512
	Iteration 52Q: 3 clusters Score -8810769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70034 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8810778.000000 Penalty: 3629.249512
	Iteration 53Q: 3 clusters Score -8810778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8810771.000000 Penalty: 3629.249512
	Iteration 54Q: 3 clusters Score -8810771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8810771.000000 Penalty: 3629.249512
	Iteration 55F: 3 clusters Score -8810771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (62201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Entering Unmasked Estep 
Score: -7741467.500000 Penalty: 1793.695435
	Iteration 0F: 2 clusters Score -7741468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -7700234.500000 Penalty: 3587.390869
	Iteration 0F: 3 clusters Score -7700234 nChanged 29421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -7717006.500000 Penalty: 3587.390869
	Iteration 1F: 3 clusters Score -7717006 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -7717623.000000 Penalty: 3587.390869
	Iteration 2Q: 3 clusters Score -7717623 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -7718472.500000 Penalty: 3587.390869
	Iteration 3Q: 3 clusters Score -7718472 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -7719773.500000 Penalty: 3587.390869
	Iteration 4Q: 3 clusters Score -7719774 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -7722077.000000 Penalty: 3587.390869
	Iteration 5F: 3 clusters Score -7722077 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -7725839.000000 Penalty: 3587.390869
	Iteration 6F: 3 clusters Score -7725839 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -7730692.500000 Penalty: 3587.390869
	Iteration 7F: 3 clusters Score -7730692 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -7735091.000000 Penalty: 3587.390869
	Iteration 8F: 3 clusters Score -7735091 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 59980 members 
Entering Unmasked Estep 
Score: -7737840.000000 Penalty: 3587.390869
	Iteration 9Q: 3 clusters Score -7737840 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 61335 members 
Entering Unmasked Estep 
Score: -7739101.000000 Penalty: 3587.390869
	Iteration 10Q: 3 clusters Score -7739101 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -7739578.500000 Penalty: 3587.390869
	Iteration 11Q: 3 clusters Score -7739578 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
Score: -7739739.000000 Penalty: 3587.390869
	Iteration 12Q: 3 clusters Score -7739739 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -7739811.000000 Penalty: 3587.390869
	Iteration 13Q: 3 clusters Score -7739811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -7739850.000000 Penalty: 3587.390869
	Iteration 14Q: 3 clusters Score -7739850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -7739863.000000 Penalty: 3587.390869
	Iteration 15Q: 3 clusters Score -7739863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -7739881.500000 Penalty: 3587.390869
	Iteration 16Q: 3 clusters Score -7739882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -7739888.000000 Penalty: 3587.390869
	Iteration 17Q: 3 clusters Score -7739888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -7739888.500000 Penalty: 3587.390869
	Iteration 18Q: 3 clusters Score -7739888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -7739888.000000 Penalty: 3587.390869
	Iteration 19Q: 3 clusters Score -7739888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -7739888.000000 Penalty: 3587.390869
	Iteration 20F: 3 clusters Score -7739888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Entering Unmasked Estep 
Score: -4733025.000000 Penalty: 1713.823120
	Iteration 0F: 2 clusters Score -4733025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -4707544.000000 Penalty: 3427.646240
	Iteration 0F: 3 clusters Score -4707544 nChanged 17644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -4717368.000000 Penalty: 3427.646240
	Iteration 1F: 3 clusters Score -4717368 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -4717785.000000 Penalty: 3427.646240
	Iteration 2Q: 3 clusters Score -4717785 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -4718161.000000 Penalty: 3427.646240
	Iteration 3Q: 3 clusters Score -4718161 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -4718575.000000 Penalty: 3427.646240
	Iteration 4Q: 3 clusters Score -4718575 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -4719004.500000 Penalty: 3427.646240
	Iteration 5Q: 3 clusters Score -4719004 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -4719498.000000 Penalty: 3427.646240
	Iteration 6Q: 3 clusters Score -4719498 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -4720133.500000 Penalty: 3427.646240
	Iteration 7Q: 3 clusters Score -4720134 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -4721059.000000 Penalty: 3427.646240
	Iteration 8Q: 3 clusters Score -4721059 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -4722341.000000 Penalty: 3427.646240
	Iteration 9F: 3 clusters Score -4722341 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -4724014.500000 Penalty: 3427.646240
	Iteration 10F: 3 clusters Score -4724014 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -4725803.500000 Penalty: 3427.646240
	Iteration 11F: 3 clusters Score -4725804 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -4727038.000000 Penalty: 3427.646240
	Iteration 12F: 3 clusters Score -4727038 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -4727742.000000 Penalty: 3427.646240
	Iteration 13Q: 3 clusters Score -4727742 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -4728101.500000 Penalty: 3427.646240
	Iteration 14Q: 3 clusters Score -4728102 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -4728341.000000 Penalty: 3427.646240
	Iteration 15Q: 3 clusters Score -4728341 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -4728541.500000 Penalty: 3427.646240
	Iteration 16Q: 3 clusters Score -4728542 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -4728683.500000 Penalty: 3427.646240
	Iteration 17Q: 3 clusters Score -4728684 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -4728843.500000 Penalty: 3427.646240
	Iteration 18Q: 3 clusters Score -4728844 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -4728975.500000 Penalty: 3427.646240
	Iteration 19Q: 3 clusters Score -4728976 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -4729117.500000 Penalty: 3427.646240
	Iteration 20F: 3 clusters Score -4729118 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -4729232.000000 Penalty: 3427.646240
	Iteration 21Q: 3 clusters Score -4729232 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -4729337.500000 Penalty: 3427.646240
	Iteration 22Q: 3 clusters Score -4729338 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -4729435.000000 Penalty: 3427.646240
	Iteration 23Q: 3 clusters Score -4729435 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -4729514.000000 Penalty: 3427.646240
	Iteration 24Q: 3 clusters Score -4729514 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -4729588.500000 Penalty: 3427.646240
	Iteration 25Q: 3 clusters Score -4729588 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -4729667.500000 Penalty: 3427.646240
	Iteration 26Q: 3 clusters Score -4729668 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -4729757.000000 Penalty: 3427.646240
	Iteration 27Q: 3 clusters Score -4729757 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -4729840.000000 Penalty: 3427.646240
	Iteration 28Q: 3 clusters Score -4729840 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -4729954.500000 Penalty: 3427.646240
	Iteration 29Q: 3 clusters Score -4729954 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -4730068.500000 Penalty: 3427.646240
	Iteration 30Q: 3 clusters Score -4730068 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -4730159.000000 Penalty: 3427.646240
	Iteration 31Q: 3 clusters Score -4730159 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -4730244.500000 Penalty: 3427.646240
	Iteration 32Q: 3 clusters Score -4730244 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -4730310.500000 Penalty: 3427.646240
	Iteration 33Q: 3 clusters Score -4730310 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -4730397.500000 Penalty: 3427.646240
	Iteration 34Q: 3 clusters Score -4730398 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4730460.500000 Penalty: 3427.646240
	Iteration 35Q: 3 clusters Score -4730460 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -4730518.500000 Penalty: 3427.646240
	Iteration 36Q: 3 clusters Score -4730518 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -4730582.000000 Penalty: 3427.646240
	Iteration 37Q: 3 clusters Score -4730582 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -4730667.500000 Penalty: 3427.646240
	Iteration 38Q: 3 clusters Score -4730668 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -4730753.000000 Penalty: 3427.646240
	Iteration 39Q: 3 clusters Score -4730753 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -4730811.500000 Penalty: 3427.646240
	Iteration 40F: 3 clusters Score -4730812 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -4730864.500000 Penalty: 3427.646240
	Iteration 41Q: 3 clusters Score -4730864 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -4730938.000000 Penalty: 3427.646240
	Iteration 42Q: 3 clusters Score -4730938 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -4731002.500000 Penalty: 3427.646240
	Iteration 43Q: 3 clusters Score -4731002 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -4731076.500000 Penalty: 3427.646240
	Iteration 44Q: 3 clusters Score -4731076 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -4731148.500000 Penalty: 3427.646240
	Iteration 45Q: 3 clusters Score -4731148 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -4731206.000000 Penalty: 3427.646240
	Iteration 46Q: 3 clusters Score -4731206 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -4731281.000000 Penalty: 3427.646240
	Iteration 47Q: 3 clusters Score -4731281 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -4731350.000000 Penalty: 3427.646240
	Iteration 48Q: 3 clusters Score -4731350 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -4731410.000000 Penalty: 3427.646240
	Iteration 49Q: 3 clusters Score -4731410 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -4731444.000000 Penalty: 3427.646240
	Iteration 50Q: 3 clusters Score -4731444 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -4731491.000000 Penalty: 3427.646240
	Iteration 51Q: 3 clusters Score -4731491 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4731516.000000 Penalty: 3427.646240
	Iteration 52Q: 3 clusters Score -4731516 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -4731549.000000 Penalty: 3427.646240
	Iteration 53Q: 3 clusters Score -4731549 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -4731595.000000 Penalty: 3427.646240
	Iteration 54Q: 3 clusters Score -4731595 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -4731611.000000 Penalty: 3427.646240
	Iteration 55Q: 3 clusters Score -4731611 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -4731639.000000 Penalty: 3427.646240
	Iteration 56Q: 3 clusters Score -4731639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -4731655.000000 Penalty: 3427.646240
	Iteration 57Q: 3 clusters Score -4731655 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -4731660.000000 Penalty: 3427.646240
	Iteration 58Q: 3 clusters Score -4731660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -4731677.000000 Penalty: 3427.646240
	Iteration 59Q: 3 clusters Score -4731677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -4731691.500000 Penalty: 3427.646240
	Iteration 60F: 3 clusters Score -4731692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -4731703.000000 Penalty: 3427.646240
	Iteration 61Q: 3 clusters Score -4731703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -4731704.500000 Penalty: 3427.646240
	Iteration 62Q: 3 clusters Score -4731704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -4731712.500000 Penalty: 3427.646240
	Iteration 63Q: 3 clusters Score -4731712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -4731724.500000 Penalty: 3427.646240
	Iteration 64Q: 3 clusters Score -4731724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -4731720.500000 Penalty: 3427.646240
	Iteration 65Q: 3 clusters Score -4731720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -4731729.500000 Penalty: 3427.646240
	Iteration 66Q: 3 clusters Score -4731730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -4731744.500000 Penalty: 3427.646240
	Iteration 67Q: 3 clusters Score -4731744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -4731749.500000 Penalty: 3427.646240
	Iteration 68Q: 3 clusters Score -4731750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -4731747.500000 Penalty: 3427.646240
	Iteration 69Q: 3 clusters Score -4731748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -4731750.000000 Penalty: 3427.646240
	Iteration 70Q: 3 clusters Score -4731750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -4731752.000000 Penalty: 3427.646240
	Iteration 71Q: 3 clusters Score -4731752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -4731758.500000 Penalty: 3427.646240
	Iteration 72Q: 3 clusters Score -4731758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -4731761.000000 Penalty: 3427.646240
	Iteration 73Q: 3 clusters Score -4731761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -4731761.000000 Penalty: 3427.646240
	Iteration 74Q: 3 clusters Score -4731761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -4731762.500000 Penalty: 3427.646240
	Iteration 75Q: 3 clusters Score -4731762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -4731764.500000 Penalty: 3427.646240
	Iteration 76Q: 3 clusters Score -4731764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -4731762.500000 Penalty: 3427.646240
	Iteration 77Q: 3 clusters Score -4731762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -4731777.500000 Penalty: 3427.646240
	Iteration 78Q: 3 clusters Score -4731778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -4731782.500000 Penalty: 3427.646240
	Iteration 79Q: 3 clusters Score -4731782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -4731789.500000 Penalty: 3427.646240
	Iteration 80F: 3 clusters Score -4731790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -4731794.500000 Penalty: 3427.646240
	Iteration 81Q: 3 clusters Score -4731794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -4731796.500000 Penalty: 3427.646240
	Iteration 82Q: 3 clusters Score -4731796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -4731796.500000 Penalty: 3427.646240
	Iteration 83Q: 3 clusters Score -4731796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -4731797.500000 Penalty: 3427.646240
	Iteration 84Q: 3 clusters Score -4731798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -4731796.500000 Penalty: 3427.646240
	Iteration 85Q: 3 clusters Score -4731796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -4731800.000000 Penalty: 3427.646240
	Iteration 86Q: 3 clusters Score -4731800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -4731804.500000 Penalty: 3427.646240
	Iteration 87Q: 3 clusters Score -4731804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -4731799.500000 Penalty: 3427.646240
	Iteration 88Q: 3 clusters Score -4731800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -4731804.500000 Penalty: 3427.646240
	Iteration 89Q: 3 clusters Score -4731804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -4731807.000000 Penalty: 3427.646240
	Iteration 90Q: 3 clusters Score -4731807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -4731807.000000 Penalty: 3427.646240
	Iteration 91F: 3 clusters Score -4731807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Entering Unmasked Estep 
Score: -464118.937500 Penalty: 1333.481079
	Iteration 0F: 2 clusters Score -464118.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -460958.750000 Penalty: 2666.962158
	Iteration 0F: 3 clusters Score -460958.8 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -461757.468750 Penalty: 2666.962158
	Iteration 1F: 3 clusters Score -461757.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -461889.968750 Penalty: 2666.962158
	Iteration 2F: 3 clusters Score -461890 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -461985.218750 Penalty: 2666.962158
	Iteration 3F: 3 clusters Score -461985.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -462046.718750 Penalty: 2666.962158
	Iteration 4Q: 3 clusters Score -462046.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -462096.000000 Penalty: 2666.962158
	Iteration 5Q: 3 clusters Score -462096 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -462136.437500 Penalty: 2666.962158
	Iteration 6Q: 3 clusters Score -462136.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -462167.562500 Penalty: 2666.962158
	Iteration 7Q: 3 clusters Score -462167.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -462209.562500 Penalty: 2666.962158
	Iteration 8Q: 3 clusters Score -462209.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -462247.062500 Penalty: 2666.962158
	Iteration 9Q: 3 clusters Score -462247.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -462278.718750 Penalty: 2666.962158
	Iteration 10Q: 3 clusters Score -462278.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -462313.156250 Penalty: 2666.962158
	Iteration 11Q: 3 clusters Score -462313.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -462350.656250 Penalty: 2666.962158
	Iteration 12Q: 3 clusters Score -462350.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -462389.125000 Penalty: 2666.962158
	Iteration 13Q: 3 clusters Score -462389.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -462423.781250 Penalty: 2666.962158
	Iteration 14Q: 3 clusters Score -462423.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -462476.750000 Penalty: 2666.962158
	Iteration 15Q: 3 clusters Score -462476.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -462522.968750 Penalty: 2666.962158
	Iteration 16Q: 3 clusters Score -462523 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -462571.312500 Penalty: 2666.962158
	Iteration 17Q: 3 clusters Score -462571.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -462613.750000 Penalty: 2666.962158
	Iteration 18Q: 3 clusters Score -462613.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -462648.718750 Penalty: 2666.962158
	Iteration 19Q: 3 clusters Score -462648.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -462676.375000 Penalty: 2666.962158
	Iteration 20F: 3 clusters Score -462676.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -462703.468750 Penalty: 2666.962158
	Iteration 21Q: 3 clusters Score -462703.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -462737.406250 Penalty: 2666.962158
	Iteration 22Q: 3 clusters Score -462737.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -462761.281250 Penalty: 2666.962158
	Iteration 23Q: 3 clusters Score -462761.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -462786.562500 Penalty: 2666.962158
	Iteration 24Q: 3 clusters Score -462786.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -462803.562500 Penalty: 2666.962158
	Iteration 25Q: 3 clusters Score -462803.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -462820.968750 Penalty: 2666.962158
	Iteration 26Q: 3 clusters Score -462821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -462833.656250 Penalty: 2666.962158
	Iteration 27Q: 3 clusters Score -462833.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -462852.531250 Penalty: 2666.962158
	Iteration 28Q: 3 clusters Score -462852.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -462869.312500 Penalty: 2666.962158
	Iteration 29Q: 3 clusters Score -462869.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -462881.250000 Penalty: 2666.962158
	Iteration 30Q: 3 clusters Score -462881.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -462887.812500 Penalty: 2666.962158
	Iteration 31Q: 3 clusters Score -462887.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -462893.656250 Penalty: 2666.962158
	Iteration 32Q: 3 clusters Score -462893.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -462896.562500 Penalty: 2666.962158
	Iteration 33Q: 3 clusters Score -462896.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -462902.812500 Penalty: 2666.962158
	Iteration 34Q: 3 clusters Score -462902.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -462908.906250 Penalty: 2666.962158
	Iteration 35Q: 3 clusters Score -462908.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -462913.781250 Penalty: 2666.962158
	Iteration 36Q: 3 clusters Score -462913.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -462919.218750 Penalty: 2666.962158
	Iteration 37Q: 3 clusters Score -462919.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -462924.500000 Penalty: 2666.962158
	Iteration 38Q: 3 clusters Score -462924.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -462929.500000 Penalty: 2666.962158
	Iteration 39Q: 3 clusters Score -462929.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -462933.187500 Penalty: 2666.962158
	Iteration 40F: 3 clusters Score -462933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -462935.156250 Penalty: 2666.962158
	Iteration 41Q: 3 clusters Score -462935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -462937.843750 Penalty: 2666.962158
	Iteration 42Q: 3 clusters Score -462937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -462943.562500 Penalty: 2666.962158
	Iteration 43Q: 3 clusters Score -462943.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -462946.843750 Penalty: 2666.962158
	Iteration 44Q: 3 clusters Score -462946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -462947.500000 Penalty: 2666.962158
	Iteration 45Q: 3 clusters Score -462947.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -462947.500000 Penalty: 2666.962158
	Iteration 46F: 3 clusters Score -462947.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94654 members 
Entering Unmasked Estep 
Score: -11718211.000000 Penalty: 1861.922241
	Iteration 0F: 2 clusters Score -1.171821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -11656954.000000 Penalty: 3723.844482
	Iteration 0F: 3 clusters Score -1.165695e+07 nChanged 45002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -11682716.000000 Penalty: 3723.844482
	Iteration 1F: 3 clusters Score -1.168272e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -11683203.000000 Penalty: 3723.844482
	Iteration 2Q: 3 clusters Score -1.16832e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -11683812.000000 Penalty: 3723.844482
	Iteration 3Q: 3 clusters Score -1.168381e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -11684497.000000 Penalty: 3723.844482
	Iteration 4Q: 3 clusters Score -1.16845e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -11685512.000000 Penalty: 3723.844482
	Iteration 5Q: 3 clusters Score -1.168551e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -11687163.000000 Penalty: 3723.844482
	Iteration 6Q: 3 clusters Score -1.168716e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -11689958.000000 Penalty: 3723.844482
	Iteration 7F: 3 clusters Score -1.168996e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 56291 members 
Entering Unmasked Estep 
Score: -11694267.000000 Penalty: 3723.844482
	Iteration 8F: 3 clusters Score -1.169427e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -11699823.000000 Penalty: 3723.844482
	Iteration 9F: 3 clusters Score -1.169982e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 61599 members 
Entering Unmasked Estep 
Score: -11704983.000000 Penalty: 3723.844482
	Iteration 10F: 3 clusters Score -1.170498e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 63428 members 
Entering Unmasked Estep 
Score: -11708289.000000 Penalty: 3723.844482
	Iteration 11F: 3 clusters Score -1.170829e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 64955 members 
Entering Unmasked Estep 
Score: -11709968.000000 Penalty: 3723.844482
	Iteration 12Q: 3 clusters Score -1.170997e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -11711087.000000 Penalty: 3723.844482
	Iteration 13Q: 3 clusters Score -1.171109e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -11712166.000000 Penalty: 3723.844482
	Iteration 14Q: 3 clusters Score -1.171217e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -11713141.000000 Penalty: 3723.844482
	Iteration 15Q: 3 clusters Score -1.171314e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 70848 members 
Entering Unmasked Estep 
Score: -11713878.000000 Penalty: 3723.844482
	Iteration 16Q: 3 clusters Score -1.171388e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 72216 members 
Entering Unmasked Estep 
Score: -11714474.000000 Penalty: 3723.844482
	Iteration 17Q: 3 clusters Score -1.171447e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 73521 members 
Entering Unmasked Estep 
Score: -11714921.000000 Penalty: 3723.844482
	Iteration 18Q: 3 clusters Score -1.171492e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 74761 members 
Entering Unmasked Estep 
Score: -11715287.000000 Penalty: 3723.844482
	Iteration 19Q: 3 clusters Score -1.171529e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -11715543.000000 Penalty: 3723.844482
	Iteration 20F: 3 clusters Score -1.171554e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 76969 members 
Entering Unmasked Estep 
Score: -11715822.000000 Penalty: 3723.844482
	Iteration 21Q: 3 clusters Score -1.171582e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -11716002.000000 Penalty: 3723.844482
	Iteration 22Q: 3 clusters Score -1.1716e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 79012 members 
Entering Unmasked Estep 
Score: -11716277.000000 Penalty: 3723.844482
	Iteration 23Q: 3 clusters Score -1.171628e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 79895 members 
Entering Unmasked Estep 
Score: -11716357.000000 Penalty: 3723.844482
	Iteration 24Q: 3 clusters Score -1.171636e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 80705 members 
Entering Unmasked Estep 
Score: -11716549.000000 Penalty: 3723.844482
	Iteration 25Q: 3 clusters Score -1.171655e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 81495 members 
Entering Unmasked Estep 
Score: -11716611.000000 Penalty: 3723.844482
	Iteration 26Q: 3 clusters Score -1.171661e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 82217 members 
Entering Unmasked Estep 
Score: -11716676.000000 Penalty: 3723.844482
	Iteration 27Q: 3 clusters Score -1.171668e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 82893 members 
Entering Unmasked Estep 
Score: -11716684.000000 Penalty: 3723.844482
	Iteration 28Q: 3 clusters Score -1.171668e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 83565 members 
Entering Unmasked Estep 
Score: -11716655.000000 Penalty: 3723.844482
	Iteration 29Q: 3 clusters Score -1.171666e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 84221 members 
Entering Unmasked Estep 
Score: -11716691.000000 Penalty: 3723.844482
	Iteration 30Q: 3 clusters Score -1.171669e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 84854 members 
Entering Unmasked Estep 
Score: -11716711.000000 Penalty: 3723.844482
	Iteration 31Q: 3 clusters Score -1.171671e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 85443 members 
Entering Unmasked Estep 
Score: -11716707.000000 Penalty: 3723.844482
	Iteration 32Q: 3 clusters Score -1.171671e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 86064 members 
Entering Unmasked Estep 
Score: -11716768.000000 Penalty: 3723.844482
	Iteration 33Q: 3 clusters Score -1.171677e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 86644 members 
Entering Unmasked Estep 
Score: -11716781.000000 Penalty: 3723.844482
	Iteration 34Q: 3 clusters Score -1.171678e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 87229 members 
Entering Unmasked Estep 
Score: -11716792.000000 Penalty: 3723.844482
	Iteration 35Q: 3 clusters Score -1.171679e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -11716788.000000 Penalty: 3723.844482
	Iteration 36Q: 3 clusters Score -1.171679e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -11716937.000000 Penalty: 3723.844482
	Iteration 37Q: 3 clusters Score -1.171694e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 88685 members 
Entering Unmasked Estep 
Score: -11717026.000000 Penalty: 3723.844482
	Iteration 38Q: 3 clusters Score -1.171703e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 89126 members 
Entering Unmasked Estep 
Score: -11717177.000000 Penalty: 3723.844482
	Iteration 39Q: 3 clusters Score -1.171718e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 89527 members 
Entering Unmasked Estep 
Score: -11717247.000000 Penalty: 3723.844482
	Iteration 40F: 3 clusters Score -1.171725e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 89881 members 
Entering Unmasked Estep 
Score: -11717298.000000 Penalty: 3723.844482
	Iteration 41Q: 3 clusters Score -1.17173e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -11717361.000000 Penalty: 3723.844482
	Iteration 42Q: 3 clusters Score -1.171736e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 90502 members 
Entering Unmasked Estep 
Score: -11717429.000000 Penalty: 3723.844482
	Iteration 43Q: 3 clusters Score -1.171743e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -11717440.000000 Penalty: 3723.844482
	Iteration 44Q: 3 clusters Score -1.171744e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 91005 members 
Entering Unmasked Estep 
Score: -11717427.000000 Penalty: 3723.844482
	Iteration 45Q: 3 clusters Score -1.171743e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 91220 members 
Entering Unmasked Estep 
Score: -11717468.000000 Penalty: 3723.844482
	Iteration 46Q: 3 clusters Score -1.171747e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -11717501.000000 Penalty: 3723.844482
	Iteration 47Q: 3 clusters Score -1.17175e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 91570 members 
Entering Unmasked Estep 
Score: -11717496.000000 Penalty: 3723.844482
	Iteration 48Q: 3 clusters Score -1.17175e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 91719 members 
Entering Unmasked Estep 
Score: -11717486.000000 Penalty: 3723.844482
	Iteration 49Q: 3 clusters Score -1.171749e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 91860 members 
Entering Unmasked Estep 
Score: -11717515.000000 Penalty: 3723.844482
	Iteration 50Q: 3 clusters Score -1.171752e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 91988 members 
Entering Unmasked Estep 
Score: -11717496.000000 Penalty: 3723.844482
	Iteration 51Q: 3 clusters Score -1.17175e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 92097 members 
Entering Unmasked Estep 
Score: -11717469.000000 Penalty: 3723.844482
	Iteration 52Q: 3 clusters Score -1.171747e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 92196 members 
Entering Unmasked Estep 
Score: -11717469.000000 Penalty: 3723.844482
	Iteration 53Q: 3 clusters Score -1.171747e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 92277 members 
Entering Unmasked Estep 
Score: -11717461.000000 Penalty: 3723.844482
	Iteration 54Q: 3 clusters Score -1.171746e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 92345 members 
Entering Unmasked Estep 
Score: -11717447.000000 Penalty: 3723.844482
	Iteration 55Q: 3 clusters Score -1.171745e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 92422 members 
Entering Unmasked Estep 
Score: -11717448.000000 Penalty: 3723.844482
	Iteration 56Q: 3 clusters Score -1.171745e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 92491 members 
Entering Unmasked Estep 
Score: -11717438.000000 Penalty: 3723.844482
	Iteration 57Q: 3 clusters Score -1.171744e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 92551 members 
Entering Unmasked Estep 
Score: -11717433.000000 Penalty: 3723.844482
	Iteration 58Q: 3 clusters Score -1.171743e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 92615 members 
Entering Unmasked Estep 
Score: -11717415.000000 Penalty: 3723.844482
	Iteration 59Q: 3 clusters Score -1.171742e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 92676 members 
Entering Unmasked Estep 
Score: -11717406.000000 Penalty: 3723.844482
	Iteration 60F: 3 clusters Score -1.171741e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 92734 members 
Entering Unmasked Estep 
Score: -11717407.000000 Penalty: 3723.844482
	Iteration 61Q: 3 clusters Score -1.171741e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 92783 members 
Entering Unmasked Estep 
Score: -11717403.000000 Penalty: 3723.844482
	Iteration 62Q: 3 clusters Score -1.17174e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 92828 members 
Entering Unmasked Estep 
Score: -11717415.000000 Penalty: 3723.844482
	Iteration 63Q: 3 clusters Score -1.171742e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 92874 members 
Entering Unmasked Estep 
Score: -11717387.000000 Penalty: 3723.844482
	Iteration 64Q: 3 clusters Score -1.171739e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 92918 members 
Entering Unmasked Estep 
Score: -11717381.000000 Penalty: 3723.844482
	Iteration 65Q: 3 clusters Score -1.171738e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
Score: -11717365.000000 Penalty: 3723.844482
	Iteration 66Q: 3 clusters Score -1.171736e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 92994 members 
Entering Unmasked Estep 
Score: -11717353.000000 Penalty: 3723.844482
	Iteration 67Q: 3 clusters Score -1.171735e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 93025 members 
Entering Unmasked Estep 
Score: -11717363.000000 Penalty: 3723.844482
	Iteration 68Q: 3 clusters Score -1.171736e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 93059 members 
Entering Unmasked Estep 
Score: -11717367.000000 Penalty: 3723.844482
	Iteration 69Q: 3 clusters Score -1.171737e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 93092 members 
Entering Unmasked Estep 
Score: -11717350.000000 Penalty: 3723.844482
	Iteration 70Q: 3 clusters Score -1.171735e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 93118 members 
Entering Unmasked Estep 
Score: -11717363.000000 Penalty: 3723.844482
	Iteration 71Q: 3 clusters Score -1.171736e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 93141 members 
Entering Unmasked Estep 
Score: -11717346.000000 Penalty: 3723.844482
	Iteration 72Q: 3 clusters Score -1.171735e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 93159 members 
Entering Unmasked Estep 
Score: -11717338.000000 Penalty: 3723.844482
	Iteration 73Q: 3 clusters Score -1.171734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 93171 members 
Entering Unmasked Estep 
Score: -11717339.000000 Penalty: 3723.844482
	Iteration 74Q: 3 clusters Score -1.171734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 93182 members 
Entering Unmasked Estep 
Score: -11717335.000000 Penalty: 3723.844482
	Iteration 75Q: 3 clusters Score -1.171734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 93190 members 
Entering Unmasked Estep 
Score: -11717344.000000 Penalty: 3723.844482
	Iteration 76Q: 3 clusters Score -1.171734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -11717352.000000 Penalty: 3723.844482
	Iteration 77Q: 3 clusters Score -1.171735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 93204 members 
Entering Unmasked Estep 
Score: -11717356.000000 Penalty: 3723.844482
	Iteration 78Q: 3 clusters Score -1.171736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 93210 members 
Entering Unmasked Estep 
Score: -11717344.000000 Penalty: 3723.844482
	Iteration 79Q: 3 clusters Score -1.171734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 93215 members 
Entering Unmasked Estep 
Score: -11717349.000000 Penalty: 3723.844482
	Iteration 80F: 3 clusters Score -1.171735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -11717340.000000 Penalty: 3723.844482
	Iteration 81Q: 3 clusters Score -1.171734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 93218 members 
Entering Unmasked Estep 
Score: -11717340.000000 Penalty: 3723.844482
	Iteration 82Q: 3 clusters Score -1.171734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 93218 members 
Entering Unmasked Estep 
Score: -11717340.000000 Penalty: 3723.844482
	Iteration 83F: 3 clusters Score -1.171734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Entering Unmasked Estep 
Score: -1942386.375000 Penalty: 1571.607300
	Iteration 0F: 2 clusters Score -1942386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1931425.000000 Penalty: 3143.214600
	Iteration 0F: 3 clusters Score -1931425 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1935186.750000 Penalty: 3143.214600
	Iteration 1F: 3 clusters Score -1935187 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1935415.000000 Penalty: 3143.214600
	Iteration 2Q: 3 clusters Score -1935415 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1935580.000000 Penalty: 3143.214600
	Iteration 3Q: 3 clusters Score -1935580 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1935756.000000 Penalty: 3143.214600
	Iteration 4Q: 3 clusters Score -1935756 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1935973.625000 Penalty: 3143.214600
	Iteration 5Q: 3 clusters Score -1935974 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1936233.250000 Penalty: 3143.214600
	Iteration 6Q: 3 clusters Score -1936233 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1936550.250000 Penalty: 3143.214600
	Iteration 7Q: 3 clusters Score -1936550 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1936993.875000 Penalty: 3143.214600
	Iteration 8F: 3 clusters Score -1936994 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1937644.125000 Penalty: 3143.214600
	Iteration 9F: 3 clusters Score -1937644 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1938547.625000 Penalty: 3143.214600
	Iteration 10F: 3 clusters Score -1938548 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1939462.875000 Penalty: 3143.214600
	Iteration 11F: 3 clusters Score -1939463 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1940176.875000 Penalty: 3143.214600
	Iteration 12Q: 3 clusters Score -1940177 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1940610.875000 Penalty: 3143.214600
	Iteration 13Q: 3 clusters Score -1940611 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1940804.125000 Penalty: 3143.214600
	Iteration 14Q: 3 clusters Score -1940804 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1940892.625000 Penalty: 3143.214600
	Iteration 15Q: 3 clusters Score -1940893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1940937.750000 Penalty: 3143.214600
	Iteration 16Q: 3 clusters Score -1940938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1940967.750000 Penalty: 3143.214600
	Iteration 17Q: 3 clusters Score -1940968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1940985.000000 Penalty: 3143.214600
	Iteration 18Q: 3 clusters Score -1940985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1940990.000000 Penalty: 3143.214600
	Iteration 19Q: 3 clusters Score -1940990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1940995.375000 Penalty: 3143.214600
	Iteration 20F: 3 clusters Score -1940995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Entering Unmasked Estep 
Score: -378743.781250 Penalty: 1303.240479
	Iteration 0F: 2 clusters Score -378743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -375987.125000 Penalty: 2606.480957
	Iteration 0F: 3 clusters Score -375987.1 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -376657.093750 Penalty: 2606.480957
	Iteration 1F: 3 clusters Score -376657.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -376765.281250 Penalty: 2606.480957
	Iteration 2F: 3 clusters Score -376765.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -376840.937500 Penalty: 2606.480957
	Iteration 3Q: 3 clusters Score -376840.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -376887.093750 Penalty: 2606.480957
	Iteration 4Q: 3 clusters Score -376887.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -376942.781250 Penalty: 2606.480957
	Iteration 5Q: 3 clusters Score -376942.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -377000.875000 Penalty: 2606.480957
	Iteration 6Q: 3 clusters Score -377000.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -377064.625000 Penalty: 2606.480957
	Iteration 7Q: 3 clusters Score -377064.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -377117.437500 Penalty: 2606.480957
	Iteration 8Q: 3 clusters Score -377117.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -377157.250000 Penalty: 2606.480957
	Iteration 9Q: 3 clusters Score -377157.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -377192.343750 Penalty: 2606.480957
	Iteration 10Q: 3 clusters Score -377192.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -377224.468750 Penalty: 2606.480957
	Iteration 11Q: 3 clusters Score -377224.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -377254.125000 Penalty: 2606.480957
	Iteration 12Q: 3 clusters Score -377254.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -377279.031250 Penalty: 2606.480957
	Iteration 13Q: 3 clusters Score -377279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -377299.781250 Penalty: 2606.480957
	Iteration 14Q: 3 clusters Score -377299.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -377327.406250 Penalty: 2606.480957
	Iteration 15Q: 3 clusters Score -377327.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -377352.968750 Penalty: 2606.480957
	Iteration 16Q: 3 clusters Score -377353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -377370.062500 Penalty: 2606.480957
	Iteration 17Q: 3 clusters Score -377370.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -377383.531250 Penalty: 2606.480957
	Iteration 18Q: 3 clusters Score -377383.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -377396.656250 Penalty: 2606.480957
	Iteration 19Q: 3 clusters Score -377396.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -377404.593750 Penalty: 2606.480957
	Iteration 20F: 3 clusters Score -377404.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -377412.750000 Penalty: 2606.480957
	Iteration 21Q: 3 clusters Score -377412.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -377417.875000 Penalty: 2606.480957
	Iteration 22Q: 3 clusters Score -377417.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -377425.093750 Penalty: 2606.480957
	Iteration 23Q: 3 clusters Score -377425.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -377439.687500 Penalty: 2606.480957
	Iteration 24Q: 3 clusters Score -377439.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -377452.250000 Penalty: 2606.480957
	Iteration 25Q: 3 clusters Score -377452.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -377459.156250 Penalty: 2606.480957
	Iteration 26Q: 3 clusters Score -377459.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -377465.312500 Penalty: 2606.480957
	Iteration 27Q: 3 clusters Score -377465.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -377469.500000 Penalty: 2606.480957
	Iteration 28Q: 3 clusters Score -377469.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -377472.812500 Penalty: 2606.480957
	Iteration 29Q: 3 clusters Score -377472.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -377476.437500 Penalty: 2606.480957
	Iteration 30Q: 3 clusters Score -377476.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -377479.468750 Penalty: 2606.480957
	Iteration 31Q: 3 clusters Score -377479.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -377481.375000 Penalty: 2606.480957
	Iteration 32Q: 3 clusters Score -377481.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -377483.562500 Penalty: 2606.480957
	Iteration 33Q: 3 clusters Score -377483.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -377485.687500 Penalty: 2606.480957
	Iteration 34Q: 3 clusters Score -377485.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -377487.593750 Penalty: 2606.480957
	Iteration 35Q: 3 clusters Score -377487.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -377492.093750 Penalty: 2606.480957
	Iteration 36Q: 3 clusters Score -377492.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -377494.187500 Penalty: 2606.480957
	Iteration 37Q: 3 clusters Score -377494.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -377496.062500 Penalty: 2606.480957
	Iteration 38Q: 3 clusters Score -377496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -377496.437500 Penalty: 2606.480957
	Iteration 39Q: 3 clusters Score -377496.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -377496.562500 Penalty: 2606.480957
	Iteration 40F: 3 clusters Score -377496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -377497.281250 Penalty: 2606.480957
	Iteration 41Q: 3 clusters Score -377497.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -377499.031250 Penalty: 2606.480957
	Iteration 42Q: 3 clusters Score -377499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -377501.125000 Penalty: 2606.480957
	Iteration 43Q: 3 clusters Score -377501.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -377501.281250 Penalty: 2606.480957
	Iteration 44Q: 3 clusters Score -377501.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -377503.468750 Penalty: 2606.480957
	Iteration 45Q: 3 clusters Score -377503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -377505.031250 Penalty: 2606.480957
	Iteration 46Q: 3 clusters Score -377505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -377505.968750 Penalty: 2606.480957
	Iteration 47Q: 3 clusters Score -377506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -377508.250000 Penalty: 2606.480957
	Iteration 48Q: 3 clusters Score -377508.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -377509.562500 Penalty: 2606.480957
	Iteration 49Q: 3 clusters Score -377509.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -377509.593750 Penalty: 2606.480957
	Iteration 50Q: 3 clusters Score -377509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -377509.593750 Penalty: 2606.480957
	Iteration 51F: 3 clusters Score -377509.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -152474.687500 Penalty: 1171.156860
	Iteration 0F: 2 clusters Score -152474.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -150821.859375 Penalty: 2342.313721
	Iteration 0F: 3 clusters Score -150821.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -151156.046875 Penalty: 2342.313721
	Iteration 1F: 3 clusters Score -151156 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -151252.640625 Penalty: 2342.313721
	Iteration 2F: 3 clusters Score -151252.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -151307.906250 Penalty: 2342.313721
	Iteration 3Q: 3 clusters Score -151307.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -151366.062500 Penalty: 2342.313721
	Iteration 4Q: 3 clusters Score -151366.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -151427.218750 Penalty: 2342.313721
	Iteration 5Q: 3 clusters Score -151427.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -151524.421875 Penalty: 2342.313721
	Iteration 6Q: 3 clusters Score -151524.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -151649.968750 Penalty: 2342.313721
	Iteration 7F: 3 clusters Score -151650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -151790.515625 Penalty: 2342.313721
	Iteration 8Q: 3 clusters Score -151790.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -151904.578125 Penalty: 2342.313721
	Iteration 9F: 3 clusters Score -151904.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -151976.390625 Penalty: 2342.313721
	Iteration 10Q: 3 clusters Score -151976.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -152068.640625 Penalty: 2342.313721
	Iteration 11Q: 3 clusters Score -152068.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -152141.328125 Penalty: 2342.313721
	Iteration 12Q: 3 clusters Score -152141.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -152166.640625 Penalty: 2342.313721
	Iteration 13Q: 3 clusters Score -152166.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -152181.484375 Penalty: 2342.313721
	Iteration 14Q: 3 clusters Score -152181.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -152189.796875 Penalty: 2342.313721
	Iteration 15Q: 3 clusters Score -152189.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -152195.281250 Penalty: 2342.313721
	Iteration 16Q: 3 clusters Score -152195.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -152202.140625 Penalty: 2342.313721
	Iteration 17Q: 3 clusters Score -152202.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -152210.812500 Penalty: 2342.313721
	Iteration 18Q: 3 clusters Score -152210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -152214.906250 Penalty: 2342.313721
	Iteration 19Q: 3 clusters Score -152214.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -152215.484375 Penalty: 2342.313721
	Iteration 20F: 3 clusters Score -152215.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -152217.765625 Penalty: 2342.313721
	Iteration 21Q: 3 clusters Score -152217.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -152217.765625 Penalty: 2342.313721
	Iteration 22F: 3 clusters Score -152217.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -111027.156250 Penalty: 1111.588867
	Iteration 0F: 2 clusters Score -111027.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -109648.960938 Penalty: 2223.177734
	Iteration 0F: 3 clusters Score -109649 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -109887.195312 Penalty: 2223.177734
	Iteration 1F: 3 clusters Score -109887.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -109948.218750 Penalty: 2223.177734
	Iteration 2F: 3 clusters Score -109948.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -109979.492188 Penalty: 2223.177734
	Iteration 3Q: 3 clusters Score -109979.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -110003.398438 Penalty: 2223.177734
	Iteration 4Q: 3 clusters Score -110003.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110015.687500 Penalty: 2223.177734
	Iteration 5Q: 3 clusters Score -110015.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -110026.507812 Penalty: 2223.177734
	Iteration 6Q: 3 clusters Score -110026.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110034.859375 Penalty: 2223.177734
	Iteration 7Q: 3 clusters Score -110034.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -110045.687500 Penalty: 2223.177734
	Iteration 8Q: 3 clusters Score -110045.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -110057.156250 Penalty: 2223.177734
	Iteration 9Q: 3 clusters Score -110057.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110068.640625 Penalty: 2223.177734
	Iteration 10Q: 3 clusters Score -110068.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -110080.226562 Penalty: 2223.177734
	Iteration 11Q: 3 clusters Score -110080.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -110086.812500 Penalty: 2223.177734
	Iteration 12Q: 3 clusters Score -110086.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -110092.695312 Penalty: 2223.177734
	Iteration 13Q: 3 clusters Score -110092.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -110094.742188 Penalty: 2223.177734
	Iteration 14Q: 3 clusters Score -110094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -110096.406250 Penalty: 2223.177734
	Iteration 15Q: 3 clusters Score -110096.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -110097.570312 Penalty: 2223.177734
	Iteration 16Q: 3 clusters Score -110097.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -110098.460938 Penalty: 2223.177734
	Iteration 17Q: 3 clusters Score -110098.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -110099.796875 Penalty: 2223.177734
	Iteration 18Q: 3 clusters Score -110099.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -110099.796875 Penalty: 2223.177734
	Iteration 19F: 3 clusters Score -110099.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Entering Unmasked Estep 
Score: -2003744.125000 Penalty: 1580.974609
	Iteration 0F: 2 clusters Score -2003744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1992162.250000 Penalty: 3161.949219
	Iteration 0F: 3 clusters Score -1992162 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1996126.375000 Penalty: 3161.949219
	Iteration 1F: 3 clusters Score -1996126 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1996376.875000 Penalty: 3161.949219
	Iteration 2Q: 3 clusters Score -1996377 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1996614.000000 Penalty: 3161.949219
	Iteration 3Q: 3 clusters Score -1996614 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1996835.625000 Penalty: 3161.949219
	Iteration 4Q: 3 clusters Score -1996836 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1997082.375000 Penalty: 3161.949219
	Iteration 5Q: 3 clusters Score -1997082 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1997327.125000 Penalty: 3161.949219
	Iteration 6Q: 3 clusters Score -1997327 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1997618.250000 Penalty: 3161.949219
	Iteration 7Q: 3 clusters Score -1997618 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1997962.250000 Penalty: 3161.949219
	Iteration 8Q: 3 clusters Score -1997962 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1998313.500000 Penalty: 3161.949219
	Iteration 9Q: 3 clusters Score -1998314 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1998743.125000 Penalty: 3161.949219
	Iteration 10Q: 3 clusters Score -1998743 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1999185.750000 Penalty: 3161.949219
	Iteration 11Q: 3 clusters Score -1999186 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1999684.625000 Penalty: 3161.949219
	Iteration 12Q: 3 clusters Score -1999685 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2000212.250000 Penalty: 3161.949219
	Iteration 13Q: 3 clusters Score -2000212 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2000781.250000 Penalty: 3161.949219
	Iteration 14Q: 3 clusters Score -2000781 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2001286.375000 Penalty: 3161.949219
	Iteration 15Q: 3 clusters Score -2001286 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2001632.875000 Penalty: 3161.949219
	Iteration 16Q: 3 clusters Score -2001633 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2001858.625000 Penalty: 3161.949219
	Iteration 17Q: 3 clusters Score -2001859 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2002045.500000 Penalty: 3161.949219
	Iteration 18Q: 3 clusters Score -2002046 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2002168.875000 Penalty: 3161.949219
	Iteration 19Q: 3 clusters Score -2002169 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2002230.625000 Penalty: 3161.949219
	Iteration 20F: 3 clusters Score -2002231 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2002289.000000 Penalty: 3161.949219
	Iteration 21Q: 3 clusters Score -2002289 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2002329.375000 Penalty: 3161.949219
	Iteration 22Q: 3 clusters Score -2002329 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2002354.125000 Penalty: 3161.949219
	Iteration 23Q: 3 clusters Score -2002354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2002378.750000 Penalty: 3161.949219
	Iteration 24Q: 3 clusters Score -2002379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2002394.625000 Penalty: 3161.949219
	Iteration 25Q: 3 clusters Score -2002395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2002406.625000 Penalty: 3161.949219
	Iteration 26Q: 3 clusters Score -2002407 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2002422.000000 Penalty: 3161.949219
	Iteration 27Q: 3 clusters Score -2002422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2002430.625000 Penalty: 3161.949219
	Iteration 28Q: 3 clusters Score -2002431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2002434.625000 Penalty: 3161.949219
	Iteration 29Q: 3 clusters Score -2002435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2002442.250000 Penalty: 3161.949219
	Iteration 30Q: 3 clusters Score -2002442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2002456.625000 Penalty: 3161.949219
	Iteration 31Q: 3 clusters Score -2002457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2002462.125000 Penalty: 3161.949219
	Iteration 32Q: 3 clusters Score -2002462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2002465.125000 Penalty: 3161.949219
	Iteration 33Q: 3 clusters Score -2002465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2002467.000000 Penalty: 3161.949219
	Iteration 34Q: 3 clusters Score -2002467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2002466.875000 Penalty: 3161.949219
	Iteration 35Q: 3 clusters Score -2002467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2002472.250000 Penalty: 3161.949219
	Iteration 36Q: 3 clusters Score -2002472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2002475.750000 Penalty: 3161.949219
	Iteration 37Q: 3 clusters Score -2002476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2002482.625000 Penalty: 3161.949219
	Iteration 38Q: 3 clusters Score -2002483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2002481.375000 Penalty: 3161.949219
	Iteration 39Q: 3 clusters Score -2002481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2002485.000000 Penalty: 3161.949219
	Iteration 40F: 3 clusters Score -2002485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2002487.375000 Penalty: 3161.949219
	Iteration 41Q: 3 clusters Score -2002487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2002488.375000 Penalty: 3161.949219
	Iteration 42Q: 3 clusters Score -2002488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2002487.125000 Penalty: 3161.949219
	Iteration 43Q: 3 clusters Score -2002487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2002488.000000 Penalty: 3161.949219
	Iteration 44Q: 3 clusters Score -2002488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2002489.375000 Penalty: 3161.949219
	Iteration 45Q: 3 clusters Score -2002489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2002489.375000 Penalty: 3161.949219
	Iteration 46F: 3 clusters Score -2002489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Entering Unmasked Estep 
Score: -6921331.000000 Penalty: 1775.444580
	Iteration 0F: 2 clusters Score -6921331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -6884440.500000 Penalty: 3550.889160
	Iteration 0F: 3 clusters Score -6884440 nChanged 26036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -6899736.500000 Penalty: 3550.889160
	Iteration 1F: 3 clusters Score -6899736 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -6901001.500000 Penalty: 3550.889160
	Iteration 2F: 3 clusters Score -6901002 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -6902941.500000 Penalty: 3550.889160
	Iteration 3F: 3 clusters Score -6902942 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -6905625.500000 Penalty: 3550.889160
	Iteration 4F: 3 clusters Score -6905626 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -6909065.500000 Penalty: 3550.889160
	Iteration 5F: 3 clusters Score -6909066 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -6912799.000000 Penalty: 3550.889160
	Iteration 6F: 3 clusters Score -6912799 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -6915587.000000 Penalty: 3550.889160
	Iteration 7F: 3 clusters Score -6915587 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -6916922.500000 Penalty: 3550.889160
	Iteration 8Q: 3 clusters Score -6916922 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -6917482.000000 Penalty: 3550.889160
	Iteration 9Q: 3 clusters Score -6917482 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 47705 members 
Entering Unmasked Estep 
Score: -6917776.500000 Penalty: 3550.889160
	Iteration 10Q: 3 clusters Score -6917776 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -6918033.500000 Penalty: 3550.889160
	Iteration 11Q: 3 clusters Score -6918034 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -6918306.500000 Penalty: 3550.889160
	Iteration 12Q: 3 clusters Score -6918306 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -6918526.000000 Penalty: 3550.889160
	Iteration 13Q: 3 clusters Score -6918526 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -6918666.000000 Penalty: 3550.889160
	Iteration 14Q: 3 clusters Score -6918666 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -6918818.500000 Penalty: 3550.889160
	Iteration 15Q: 3 clusters Score -6918818 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -6918961.000000 Penalty: 3550.889160
	Iteration 16Q: 3 clusters Score -6918961 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -6919088.000000 Penalty: 3550.889160
	Iteration 17Q: 3 clusters Score -6919088 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -6919192.000000 Penalty: 3550.889160
	Iteration 18Q: 3 clusters Score -6919192 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -6919311.500000 Penalty: 3550.889160
	Iteration 19Q: 3 clusters Score -6919312 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 52536 members 
Entering Unmasked Estep 
Score: -6919403.500000 Penalty: 3550.889160
	Iteration 20F: 3 clusters Score -6919404 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -6919487.000000 Penalty: 3550.889160
	Iteration 21Q: 3 clusters Score -6919487 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -6919560.000000 Penalty: 3550.889160
	Iteration 22Q: 3 clusters Score -6919560 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -6919613.500000 Penalty: 3550.889160
	Iteration 23Q: 3 clusters Score -6919614 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -6919658.000000 Penalty: 3550.889160
	Iteration 24Q: 3 clusters Score -6919658 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -6919716.000000 Penalty: 3550.889160
	Iteration 25Q: 3 clusters Score -6919716 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -6919769.000000 Penalty: 3550.889160
	Iteration 26Q: 3 clusters Score -6919769 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -6919786.500000 Penalty: 3550.889160
	Iteration 27Q: 3 clusters Score -6919786 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -6919821.000000 Penalty: 3550.889160
	Iteration 28Q: 3 clusters Score -6919821 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -6919842.000000 Penalty: 3550.889160
	Iteration 29Q: 3 clusters Score -6919842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -6919864.500000 Penalty: 3550.889160
	Iteration 30Q: 3 clusters Score -6919864 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -6919901.000000 Penalty: 3550.889160
	Iteration 31Q: 3 clusters Score -6919901 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -6919915.000000 Penalty: 3550.889160
	Iteration 32Q: 3 clusters Score -6919915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -6919931.000000 Penalty: 3550.889160
	Iteration 33Q: 3 clusters Score -6919931 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -6919927.000000 Penalty: 3550.889160
	Iteration 34Q: 3 clusters Score -6919927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -6919924.500000 Penalty: 3550.889160
	Iteration 35Q: 3 clusters Score -6919924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -6919922.500000 Penalty: 3550.889160
	Iteration 36Q: 3 clusters Score -6919922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -6919925.500000 Penalty: 3550.889160
	Iteration 37Q: 3 clusters Score -6919926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -6919930.000000 Penalty: 3550.889160
	Iteration 38Q: 3 clusters Score -6919930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -6919929.000000 Penalty: 3550.889160
	Iteration 39Q: 3 clusters Score -6919929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -6919937.000000 Penalty: 3550.889160
	Iteration 40F: 3 clusters Score -6919937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -6919932.500000 Penalty: 3550.889160
	Iteration 41Q: 3 clusters Score -6919932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -6919929.500000 Penalty: 3550.889160
	Iteration 42Q: 3 clusters Score -6919930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 54515 members 
Entering Unmasked Estep 
Score: -6919936.500000 Penalty: 3550.889160
	Iteration 43Q: 3 clusters Score -6919936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -6919935.500000 Penalty: 3550.889160
	Iteration 44Q: 3 clusters Score -6919936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -6919931.500000 Penalty: 3550.889160
	Iteration 45Q: 3 clusters Score -6919932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -6919935.500000 Penalty: 3550.889160
	Iteration 46Q: 3 clusters Score -6919936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -6919939.500000 Penalty: 3550.889160
	Iteration 47Q: 3 clusters Score -6919940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -6919935.000000 Penalty: 3550.889160
	Iteration 48Q: 3 clusters Score -6919935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -6919936.000000 Penalty: 3550.889160
	Iteration 49Q: 3 clusters Score -6919936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -6919936.000000 Penalty: 3550.889160
	Iteration 50Q: 3 clusters Score -6919936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -6919934.000000 Penalty: 3550.889160
	Iteration 51Q: 3 clusters Score -6919934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -6919935.000000 Penalty: 3550.889160
	Iteration 52Q: 3 clusters Score -6919935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -6919935.000000 Penalty: 3550.889160
	Iteration 53F: 3 clusters Score -6919935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 42088 members 
Mstep: Class 3 contains 84890 members 
Mstep: Class 4 contains 46358 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70751 members 
Mstep: Class 7 contains 62201 members 
Mstep: Class 8 contains 38048 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94654 members 
Mstep: Class 11 contains 15858 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16799 members 
Mstep: Class 19 contains 55593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573288.000000 Penalty: 34682.753906
Iteration 239Q: 17 clusters Score -7.557329e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 42089 members 
Mstep: Class 3 contains 84888 members 
Mstep: Class 4 contains 46357 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70751 members 
Mstep: Class 7 contains 62200 members 
Mstep: Class 8 contains 38051 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94660 members 
Mstep: Class 11 contains 15845 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16803 members 
Mstep: Class 19 contains 55596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573280.000000 Penalty: 34682.753906
Iteration 240F: 17 clusters Score -7.557328e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 42090 members 
Mstep: Class 3 contains 84884 members 
Mstep: Class 4 contains 46357 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70751 members 
Mstep: Class 7 contains 62202 members 
Mstep: Class 8 contains 38050 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94671 members 
Mstep: Class 11 contains 15837 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16802 members 
Mstep: Class 19 contains 55597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573264.000000 Penalty: 34682.753906
Iteration 241Q: 17 clusters Score -7.557326e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 42091 members 
Mstep: Class 3 contains 84879 members 
Mstep: Class 4 contains 46356 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70754 members 
Mstep: Class 7 contains 62205 members 
Mstep: Class 8 contains 38052 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94672 members 
Mstep: Class 11 contains 15828 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16805 members 
Mstep: Class 19 contains 55599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573296.000000 Penalty: 34682.753906
Iteration 242Q: 17 clusters Score -7.55733e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 42091 members 
Mstep: Class 3 contains 84874 members 
Mstep: Class 4 contains 46353 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70752 members 
Mstep: Class 7 contains 62207 members 
Mstep: Class 8 contains 38055 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94672 members 
Mstep: Class 11 contains 15824 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16806 members 
Mstep: Class 19 contains 55602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573328.000000 Penalty: 34682.753906
Iteration 243Q: 17 clusters Score -7.557333e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 42091 members 
Mstep: Class 3 contains 84878 members 
Mstep: Class 4 contains 46353 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70749 members 
Mstep: Class 7 contains 62208 members 
Mstep: Class 8 contains 38056 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94670 members 
Mstep: Class 11 contains 15819 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16805 members 
Mstep: Class 19 contains 55607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573296.000000 Penalty: 34682.753906
Iteration 244Q: 17 clusters Score -7.55733e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 42089 members 
Mstep: Class 3 contains 84879 members 
Mstep: Class 4 contains 46351 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70746 members 
Mstep: Class 7 contains 62211 members 
Mstep: Class 8 contains 38057 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94669 members 
Mstep: Class 11 contains 15816 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16805 members 
Mstep: Class 19 contains 55612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573296.000000 Penalty: 34682.753906
Iteration 245Q: 17 clusters Score -7.55733e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 42091 members 
Mstep: Class 3 contains 84879 members 
Mstep: Class 4 contains 46352 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70743 members 
Mstep: Class 7 contains 62214 members 
Mstep: Class 8 contains 38057 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94665 members 
Mstep: Class 11 contains 15814 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16805 members 
Mstep: Class 19 contains 55614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573296.000000 Penalty: 34682.753906
Iteration 246Q: 17 clusters Score -7.55733e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 42091 members 
Mstep: Class 3 contains 84879 members 
Mstep: Class 4 contains 46351 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70741 members 
Mstep: Class 7 contains 62218 members 
Mstep: Class 8 contains 38055 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94663 members 
Mstep: Class 11 contains 15811 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16805 members 
Mstep: Class 19 contains 55617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573272.000000 Penalty: 34682.753906
Iteration 247Q: 17 clusters Score -7.557327e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 42093 members 
Mstep: Class 3 contains 84881 members 
Mstep: Class 4 contains 46350 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70741 members 
Mstep: Class 7 contains 62220 members 
Mstep: Class 8 contains 38056 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94660 members 
Mstep: Class 11 contains 15806 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16804 members 
Mstep: Class 19 contains 55620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573288.000000 Penalty: 34682.753906
Iteration 248Q: 17 clusters Score -7.557329e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 42097 members 
Mstep: Class 3 contains 84884 members 
Mstep: Class 4 contains 46348 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70739 members 
Mstep: Class 7 contains 62218 members 
Mstep: Class 8 contains 38056 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94660 members 
Mstep: Class 11 contains 15795 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16812 members 
Mstep: Class 19 contains 55622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573304.000000 Penalty: 34682.753906
Iteration 249Q: 17 clusters Score -7.55733e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 42101 members 
Mstep: Class 3 contains 84883 members 
Mstep: Class 4 contains 46349 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70736 members 
Mstep: Class 7 contains 62219 members 
Mstep: Class 8 contains 38056 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94657 members 
Mstep: Class 11 contains 15783 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16819 members 
Mstep: Class 19 contains 55626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573368.000000 Penalty: 34682.753906
Iteration 250Q: 17 clusters Score -7.557337e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 42102 members 
Mstep: Class 3 contains 84879 members 
Mstep: Class 4 contains 46347 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70732 members 
Mstep: Class 7 contains 62218 members 
Mstep: Class 8 contains 38057 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 94666 members 
Mstep: Class 11 contains 15768 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16828 members 
Mstep: Class 19 contains 55628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573328.000000 Penalty: 34682.753906
Iteration 251Q: 17 clusters Score -7.557333e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 42101 members 
Mstep: Class 3 contains 84879 members 
Mstep: Class 4 contains 46348 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70725 members 
Mstep: Class 7 contains 62220 members 
Mstep: Class 8 contains 38058 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 94666 members 
Mstep: Class 11 contains 15760 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16837 members 
Mstep: Class 19 contains 55632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573408.000000 Penalty: 34682.753906
Iteration 252Q: 17 clusters Score -7.557341e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 42102 members 
Mstep: Class 3 contains 84885 members 
Mstep: Class 4 contains 46348 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70712 members 
Mstep: Class 7 contains 62222 members 
Mstep: Class 8 contains 38058 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 94666 members 
Mstep: Class 11 contains 15756 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16841 members 
Mstep: Class 19 contains 55635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573424.000000 Penalty: 34682.753906
Iteration 253Q: 17 clusters Score -7.557342e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 42100 members 
Mstep: Class 3 contains 84887 members 
Mstep: Class 4 contains 46348 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70701 members 
Mstep: Class 7 contains 62224 members 
Mstep: Class 8 contains 38061 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 94679 members 
Mstep: Class 11 contains 15749 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16843 members 
Mstep: Class 19 contains 55635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573432.000000 Penalty: 34682.753906
Iteration 254Q: 17 clusters Score -7.557343e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 42100 members 
Mstep: Class 3 contains 84884 members 
Mstep: Class 4 contains 46349 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70696 members 
Mstep: Class 7 contains 62222 members 
Mstep: Class 8 contains 38061 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 94691 members 
Mstep: Class 11 contains 15736 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16850 members 
Mstep: Class 19 contains 55639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573416.000000 Penalty: 34682.753906
Iteration 255Q: 17 clusters Score -7.557342e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 42100 members 
Mstep: Class 3 contains 84892 members 
Mstep: Class 4 contains 46350 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70691 members 
Mstep: Class 7 contains 62221 members 
Mstep: Class 8 contains 38060 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94701 members 
Mstep: Class 11 contains 15722 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16855 members 
Mstep: Class 19 contains 55637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573360.000000 Penalty: 34682.753906
Iteration 256Q: 17 clusters Score -7.557336e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 42103 members 
Mstep: Class 3 contains 84889 members 
Mstep: Class 4 contains 46352 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70691 members 
Mstep: Class 7 contains 62222 members 
Mstep: Class 8 contains 38056 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94701 members 
Mstep: Class 11 contains 15707 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16869 members 
Mstep: Class 19 contains 55643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573336.000000 Penalty: 34682.753906
Iteration 257Q: 17 clusters Score -7.557334e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 42106 members 
Mstep: Class 3 contains 84895 members 
Mstep: Class 4 contains 46352 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70693 members 
Mstep: Class 7 contains 62220 members 
Mstep: Class 8 contains 38052 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94703 members 
Mstep: Class 11 contains 15682 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16883 members 
Mstep: Class 19 contains 55646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573360.000000 Penalty: 34682.753906
Iteration 258Q: 17 clusters Score -7.557336e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 42106 members 
Mstep: Class 3 contains 84906 members 
Mstep: Class 4 contains 46352 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 70692 members 
Mstep: Class 7 contains 62219 members 
Mstep: Class 8 contains 38049 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 94703 members 
Mstep: Class 11 contains 15657 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16897 members 
Mstep: Class 19 contains 55652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573440.000000 Penalty: 34682.753906
Iteration 259Q: 17 clusters Score -7.557344e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 42112 members 
Mstep: Class 3 contains 84913 members 
Mstep: Class 4 contains 46351 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 70689 members 
Mstep: Class 7 contains 62213 members 
Mstep: Class 8 contains 38048 members 
Mstep: Class 9 contains 3661 members 
Mstep: Class 10 contains 94711 members 
Mstep: Class 11 contains 15636 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16908 members 
Mstep: Class 19 contains 55653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573432.000000 Penalty: 34682.753906
Iteration 260F: 17 clusters Score -7.557343e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 42115 members 
Mstep: Class 3 contains 84918 members 
Mstep: Class 4 contains 46351 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 70692 members 
Mstep: Class 7 contains 62209 members 
Mstep: Class 8 contains 38052 members 
Mstep: Class 9 contains 3661 members 
Mstep: Class 10 contains 94714 members 
Mstep: Class 11 contains 15616 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16916 members 
Mstep: Class 19 contains 55651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573424.000000 Penalty: 34682.753906
Iteration 261Q: 17 clusters Score -7.557342e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 42119 members 
Mstep: Class 3 contains 84911 members 
Mstep: Class 4 contains 46350 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 70693 members 
Mstep: Class 7 contains 62210 members 
Mstep: Class 8 contains 38053 members 
Mstep: Class 9 contains 3660 members 
Mstep: Class 10 contains 94719 members 
Mstep: Class 11 contains 15601 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16924 members 
Mstep: Class 19 contains 55656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573408.000000 Penalty: 34682.753906
Iteration 262Q: 17 clusters Score -7.557341e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 42124 members 
Mstep: Class 3 contains 84905 members 
Mstep: Class 4 contains 46350 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 70696 members 
Mstep: Class 7 contains 62211 members 
Mstep: Class 8 contains 38053 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 94733 members 
Mstep: Class 11 contains 15577 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 16934 members 
Mstep: Class 19 contains 55656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573408.000000 Penalty: 34682.753906
Iteration 263Q: 17 clusters Score -7.557341e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 42123 members 
Mstep: Class 3 contains 84903 members 
Mstep: Class 4 contains 46351 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 70701 members 
Mstep: Class 7 contains 62210 members 
Mstep: Class 8 contains 38055 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 94740 members 
Mstep: Class 11 contains 15560 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 16941 members 
Mstep: Class 19 contains 55661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573368.000000 Penalty: 34682.753906
Iteration 264Q: 17 clusters Score -7.557337e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 42122 members 
Mstep: Class 3 contains 84912 members 
Mstep: Class 4 contains 46348 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 70700 members 
Mstep: Class 7 contains 62213 members 
Mstep: Class 8 contains 38056 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 94745 members 
Mstep: Class 11 contains 15542 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 18 contains 16945 members 
Mstep: Class 19 contains 55662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573464.000000 Penalty: 34682.753906
Iteration 265Q: 17 clusters Score -7.557346e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 42123 members 
Mstep: Class 3 contains 84921 members 
Mstep: Class 4 contains 46347 members 
Mstep: Class 5 contains 3449 members 
Mstep: Class 6 contains 70699 members 
Mstep: Class 7 contains 62214 members 
Mstep: Class 8 contains 38060 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 94732 members 
Mstep: Class 11 contains 15535 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 16950 members 
Mstep: Class 19 contains 55662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573464.000000 Penalty: 34682.753906
Iteration 266Q: 17 clusters Score -7.557346e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 42129 members 
Mstep: Class 3 contains 84921 members 
Mstep: Class 4 contains 46346 members 
Mstep: Class 5 contains 3448 members 
Mstep: Class 6 contains 70698 members 
Mstep: Class 7 contains 62215 members 
Mstep: Class 8 contains 38063 members 
Mstep: Class 9 contains 3659 members 
Mstep: Class 10 contains 94725 members 
Mstep: Class 11 contains 15518 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 16961 members 
Mstep: Class 19 contains 55665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573448.000000 Penalty: 34682.753906
Iteration 267Q: 17 clusters Score -7.557345e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 42131 members 
Mstep: Class 3 contains 84921 members 
Mstep: Class 4 contains 46348 members 
Mstep: Class 5 contains 3447 members 
Mstep: Class 6 contains 70701 members 
Mstep: Class 7 contains 62220 members 
Mstep: Class 8 contains 38066 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 94713 members 
Mstep: Class 11 contains 15507 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 16970 members 
Mstep: Class 19 contains 55671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573512.000000 Penalty: 34682.753906
Iteration 268Q: 17 clusters Score -7.557351e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 42134 members 
Mstep: Class 3 contains 84922 members 
Mstep: Class 4 contains 46349 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 70697 members 
Mstep: Class 7 contains 62221 members 
Mstep: Class 8 contains 38068 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 94716 members 
Mstep: Class 11 contains 15495 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 16979 members 
Mstep: Class 19 contains 55669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573568.000000 Penalty: 34682.753906
Iteration 269Q: 17 clusters Score -7.557357e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 42138 members 
Mstep: Class 3 contains 84927 members 
Mstep: Class 4 contains 46348 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 70692 members 
Mstep: Class 7 contains 62214 members 
Mstep: Class 8 contains 38067 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 94721 members 
Mstep: Class 11 contains 15488 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 16982 members 
Mstep: Class 19 contains 55670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573520.000000 Penalty: 34682.753906
Iteration 270Q: 17 clusters Score -7.557352e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 42140 members 
Mstep: Class 3 contains 84928 members 
Mstep: Class 4 contains 46347 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 70696 members 
Mstep: Class 7 contains 62211 members 
Mstep: Class 8 contains 38066 members 
Mstep: Class 9 contains 3656 members 
Mstep: Class 10 contains 94726 members 
Mstep: Class 11 contains 15480 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 16985 members 
Mstep: Class 19 contains 55668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573528.000000 Penalty: 34682.753906
Iteration 271Q: 17 clusters Score -7.557353e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 42139 members 
Mstep: Class 3 contains 84928 members 
Mstep: Class 4 contains 46345 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 70700 members 
Mstep: Class 7 contains 62207 members 
Mstep: Class 8 contains 38063 members 
Mstep: Class 9 contains 3652 members 
Mstep: Class 10 contains 94736 members 
Mstep: Class 11 contains 15470 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 16992 members 
Mstep: Class 19 contains 55667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573520.000000 Penalty: 34682.753906
Iteration 272Q: 17 clusters Score -7.557352e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 42138 members 
Mstep: Class 3 contains 84931 members 
Mstep: Class 4 contains 46346 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 70700 members 
Mstep: Class 7 contains 62209 members 
Mstep: Class 8 contains 38063 members 
Mstep: Class 9 contains 3649 members 
Mstep: Class 10 contains 94740 members 
Mstep: Class 11 contains 15456 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17001 members 
Mstep: Class 19 contains 55667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573512.000000 Penalty: 34682.753906
Iteration 273Q: 17 clusters Score -7.557351e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 42139 members 
Mstep: Class 3 contains 84929 members 
Mstep: Class 4 contains 46345 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 70699 members 
Mstep: Class 7 contains 62212 members 
Mstep: Class 8 contains 38064 members 
Mstep: Class 9 contains 3648 members 
Mstep: Class 10 contains 94746 members 
Mstep: Class 11 contains 15440 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17006 members 
Mstep: Class 19 contains 55669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573528.000000 Penalty: 34682.753906
Iteration 274Q: 17 clusters Score -7.557353e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 42140 members 
Mstep: Class 3 contains 84938 members 
Mstep: Class 4 contains 46343 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 70698 members 
Mstep: Class 7 contains 62212 members 
Mstep: Class 8 contains 38066 members 
Mstep: Class 9 contains 3648 members 
Mstep: Class 10 contains 94743 members 
Mstep: Class 11 contains 15431 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17008 members 
Mstep: Class 19 contains 55669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573536.000000 Penalty: 34682.753906
Iteration 275Q: 17 clusters Score -7.557354e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 42145 members 
Mstep: Class 3 contains 84943 members 
Mstep: Class 4 contains 46342 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 70698 members 
Mstep: Class 7 contains 62211 members 
Mstep: Class 8 contains 38067 members 
Mstep: Class 9 contains 3648 members 
Mstep: Class 10 contains 94738 members 
Mstep: Class 11 contains 15423 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17013 members 
Mstep: Class 19 contains 55671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573512.000000 Penalty: 34682.753906
Iteration 276Q: 17 clusters Score -7.557351e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 42145 members 
Mstep: Class 3 contains 84949 members 
Mstep: Class 4 contains 46340 members 
Mstep: Class 5 contains 3447 members 
Mstep: Class 6 contains 70698 members 
Mstep: Class 7 contains 62210 members 
Mstep: Class 8 contains 38068 members 
Mstep: Class 9 contains 3648 members 
Mstep: Class 10 contains 94735 members 
Mstep: Class 11 contains 15410 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17021 members 
Mstep: Class 19 contains 55671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573568.000000 Penalty: 34682.753906
Iteration 277Q: 17 clusters Score -7.557357e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 42145 members 
Mstep: Class 3 contains 84960 members 
Mstep: Class 4 contains 46336 members 
Mstep: Class 5 contains 3448 members 
Mstep: Class 6 contains 70697 members 
Mstep: Class 7 contains 62206 members 
Mstep: Class 8 contains 38065 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 94730 members 
Mstep: Class 11 contains 15399 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17029 members 
Mstep: Class 19 contains 55671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573560.000000 Penalty: 34682.753906
Iteration 278Q: 17 clusters Score -7.557356e+07 nChanged 68
Entering ConstructFrom: 
Score: -75573560.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (81599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81599 members 
Entering Unmasked Estep 
Score: -10136084.000000 Penalty: 1837.805542
	Iteration 0F: 2 clusters Score -1.013608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -10083838.000000 Penalty: 3675.611084
	Iteration 0F: 3 clusters Score -1.008384e+07 nChanged 38822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -10106017.000000 Penalty: 3675.611084
	Iteration 1F: 3 clusters Score -1.010602e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -10106797.000000 Penalty: 3675.611084
	Iteration 2Q: 3 clusters Score -1.01068e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -10107853.000000 Penalty: 3675.611084
	Iteration 3Q: 3 clusters Score -1.010785e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -10109380.000000 Penalty: 3675.611084
	Iteration 4Q: 3 clusters Score -1.010938e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -10111614.000000 Penalty: 3675.611084
	Iteration 5F: 3 clusters Score -1.011161e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -10114946.000000 Penalty: 3675.611084
	Iteration 6F: 3 clusters Score -1.011495e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -10119094.000000 Penalty: 3675.611084
	Iteration 7F: 3 clusters Score -1.011909e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 65699 members 
Entering Unmasked Estep 
Score: -10123668.000000 Penalty: 3675.611084
	Iteration 8F: 3 clusters Score -1.012367e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 70096 members 
Entering Unmasked Estep 
Score: -10127492.000000 Penalty: 3675.611084
	Iteration 9F: 3 clusters Score -1.012749e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 73088 members 
Entering Unmasked Estep 
Score: -10129958.000000 Penalty: 3675.611084
	Iteration 10Q: 3 clusters Score -1.012996e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 74986 members 
Entering Unmasked Estep 
Score: -10131425.000000 Penalty: 3675.611084
	Iteration 11Q: 3 clusters Score -1.013142e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
Score: -10132163.000000 Penalty: 3675.611084
	Iteration 12Q: 3 clusters Score -1.013216e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 77142 members 
Entering Unmasked Estep 
Score: -10132730.000000 Penalty: 3675.611084
	Iteration 13Q: 3 clusters Score -1.013273e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 77829 members 
Entering Unmasked Estep 
Score: -10133146.000000 Penalty: 3675.611084
	Iteration 14Q: 3 clusters Score -1.013315e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 78410 members 
Entering Unmasked Estep 
Score: -10133375.000000 Penalty: 3675.611084
	Iteration 15Q: 3 clusters Score -1.013338e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 78891 members 
Entering Unmasked Estep 
Score: -10133627.000000 Penalty: 3675.611084
	Iteration 16Q: 3 clusters Score -1.013363e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
Score: -10133794.000000 Penalty: 3675.611084
	Iteration 17Q: 3 clusters Score -1.013379e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 79501 members 
Entering Unmasked Estep 
Score: -10133888.000000 Penalty: 3675.611084
	Iteration 18Q: 3 clusters Score -1.013389e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
Score: -10133997.000000 Penalty: 3675.611084
	Iteration 19Q: 3 clusters Score -1.0134e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 79946 members 
Entering Unmasked Estep 
Score: -10134100.000000 Penalty: 3675.611084
	Iteration 20F: 3 clusters Score -1.01341e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 80093 members 
Entering Unmasked Estep 
Score: -10134178.000000 Penalty: 3675.611084
	Iteration 21Q: 3 clusters Score -1.013418e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -10134223.000000 Penalty: 3675.611084
	Iteration 22Q: 3 clusters Score -1.013422e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 80315 members 
Entering Unmasked Estep 
Score: -10134284.000000 Penalty: 3675.611084
	Iteration 23Q: 3 clusters Score -1.013428e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -10134313.000000 Penalty: 3675.611084
	Iteration 24Q: 3 clusters Score -1.013431e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 80452 members 
Entering Unmasked Estep 
Score: -10134346.000000 Penalty: 3675.611084
	Iteration 25Q: 3 clusters Score -1.013435e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -10134361.000000 Penalty: 3675.611084
	Iteration 26Q: 3 clusters Score -1.013436e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -10134389.000000 Penalty: 3675.611084
	Iteration 27Q: 3 clusters Score -1.013439e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -10134391.000000 Penalty: 3675.611084
	Iteration 28Q: 3 clusters Score -1.013439e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -10134399.000000 Penalty: 3675.611084
	Iteration 29Q: 3 clusters Score -1.01344e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -10134403.000000 Penalty: 3675.611084
	Iteration 30Q: 3 clusters Score -1.01344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 80669 members 
Entering Unmasked Estep 
Score: -10134422.000000 Penalty: 3675.611084
	Iteration 31Q: 3 clusters Score -1.013442e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 80697 members 
Entering Unmasked Estep 
Score: -10134428.000000 Penalty: 3675.611084
	Iteration 32Q: 3 clusters Score -1.013443e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 80720 members 
Entering Unmasked Estep 
Score: -10134431.000000 Penalty: 3675.611084
	Iteration 33Q: 3 clusters Score -1.013443e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 80745 members 
Entering Unmasked Estep 
Score: -10134445.000000 Penalty: 3675.611084
	Iteration 34Q: 3 clusters Score -1.013444e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 80771 members 
Entering Unmasked Estep 
Score: -10134458.000000 Penalty: 3675.611084
	Iteration 35Q: 3 clusters Score -1.013446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 80785 members 
Entering Unmasked Estep 
Score: -10134462.000000 Penalty: 3675.611084
	Iteration 36Q: 3 clusters Score -1.013446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 80797 members 
Entering Unmasked Estep 
Score: -10134479.000000 Penalty: 3675.611084
	Iteration 37Q: 3 clusters Score -1.013448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 80807 members 
Entering Unmasked Estep 
Score: -10134494.000000 Penalty: 3675.611084
	Iteration 38Q: 3 clusters Score -1.013449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 80822 members 
Entering Unmasked Estep 
Score: -10134500.000000 Penalty: 3675.611084
	Iteration 39Q: 3 clusters Score -1.01345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 80833 members 
Entering Unmasked Estep 
Score: -10134496.000000 Penalty: 3675.611084
	Iteration 40F: 3 clusters Score -1.01345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -10134502.000000 Penalty: 3675.611084
	Iteration 41Q: 3 clusters Score -1.01345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -10134499.000000 Penalty: 3675.611084
	Iteration 42Q: 3 clusters Score -1.01345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -10134513.000000 Penalty: 3675.611084
	Iteration 43Q: 3 clusters Score -1.013451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 80874 members 
Entering Unmasked Estep 
Score: -10134510.000000 Penalty: 3675.611084
	Iteration 44Q: 3 clusters Score -1.013451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 80876 members 
Entering Unmasked Estep 
Score: -10134516.000000 Penalty: 3675.611084
	Iteration 45Q: 3 clusters Score -1.013452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
Score: -10134517.000000 Penalty: 3675.611084
	Iteration 46Q: 3 clusters Score -1.013452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
Score: -10134516.000000 Penalty: 3675.611084
	Iteration 47Q: 3 clusters Score -1.013452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -10134516.000000 Penalty: 3675.611084
	Iteration 48Q: 3 clusters Score -1.013452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -10134512.000000 Penalty: 3675.611084
	Iteration 49Q: 3 clusters Score -1.013451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -10134515.000000 Penalty: 3675.611084
	Iteration 50Q: 3 clusters Score -1.013452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -10134523.000000 Penalty: 3675.611084
	Iteration 51Q: 3 clusters Score -1.013452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 80896 members 
Entering Unmasked Estep 
Score: -10134520.000000 Penalty: 3675.611084
	Iteration 52Q: 3 clusters Score -1.013452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -10134523.000000 Penalty: 3675.611084
	Iteration 53Q: 3 clusters Score -1.013452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -10134520.000000 Penalty: 3675.611084
	Iteration 54Q: 3 clusters Score -1.013452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -10134528.000000 Penalty: 3675.611084
	Iteration 55Q: 3 clusters Score -1.013453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 80907 members 
Entering Unmasked Estep 
Score: -10134532.000000 Penalty: 3675.611084
	Iteration 56Q: 3 clusters Score -1.013453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 80910 members 
Entering Unmasked Estep 
Score: -10134538.000000 Penalty: 3675.611084
	Iteration 57Q: 3 clusters Score -1.013454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 80911 members 
Entering Unmasked Estep 
Score: -10134548.000000 Penalty: 3675.611084
	Iteration 58Q: 3 clusters Score -1.013455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 80914 members 
Entering Unmasked Estep 
Score: -10134548.000000 Penalty: 3675.611084
	Iteration 59Q: 3 clusters Score -1.013455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 80917 members 
Entering Unmasked Estep 
Score: -10134553.000000 Penalty: 3675.611084
	Iteration 60F: 3 clusters Score -1.013455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -10134555.000000 Penalty: 3675.611084
	Iteration 61Q: 3 clusters Score -1.013456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 80922 members 
Entering Unmasked Estep 
Score: -10134552.000000 Penalty: 3675.611084
	Iteration 62Q: 3 clusters Score -1.013455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 80924 members 
Entering Unmasked Estep 
Score: -10134556.000000 Penalty: 3675.611084
	Iteration 63Q: 3 clusters Score -1.013456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 80926 members 
Entering Unmasked Estep 
Score: -10134565.000000 Penalty: 3675.611084
	Iteration 64Q: 3 clusters Score -1.013456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -10134559.000000 Penalty: 3675.611084
	Iteration 65Q: 3 clusters Score -1.013456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 80933 members 
Entering Unmasked Estep 
Score: -10134560.000000 Penalty: 3675.611084
	Iteration 66Q: 3 clusters Score -1.013456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 80937 members 
Entering Unmasked Estep 
Score: -10134562.000000 Penalty: 3675.611084
	Iteration 67Q: 3 clusters Score -1.013456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -10134562.000000 Penalty: 3675.611084
	Iteration 68Q: 3 clusters Score -1.013456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -10134568.000000 Penalty: 3675.611084
	Iteration 69Q: 3 clusters Score -1.013457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -10134564.000000 Penalty: 3675.611084
	Iteration 70Q: 3 clusters Score -1.013456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 80947 members 
Entering Unmasked Estep 
Score: -10134565.000000 Penalty: 3675.611084
	Iteration 71Q: 3 clusters Score -1.013456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 80948 members 
Entering Unmasked Estep 
Score: -10134565.000000 Penalty: 3675.611084
	Iteration 72Q: 3 clusters Score -1.013456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 80948 members 
Entering Unmasked Estep 
Score: -10134563.000000 Penalty: 3675.611084
	Iteration 73Q: 3 clusters Score -1.013456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 80949 members 
Entering Unmasked Estep 
Score: -10134563.000000 Penalty: 3675.611084
	Iteration 74Q: 3 clusters Score -1.013456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 80949 members 
Entering Unmasked Estep 
Score: -10134563.000000 Penalty: 3675.611084
	Iteration 75F: 3 clusters Score -1.013456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Entering Unmasked Estep 
Score: -5246976.000000 Penalty: 1730.445435
	Iteration 0F: 2 clusters Score -5246976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -5218845.500000 Penalty: 3460.890869
	Iteration 0F: 3 clusters Score -5218846 nChanged 19672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -5229673.000000 Penalty: 3460.890869
	Iteration 1F: 3 clusters Score -5229673 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -5230155.000000 Penalty: 3460.890869
	Iteration 2Q: 3 clusters Score -5230155 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -5230818.500000 Penalty: 3460.890869
	Iteration 3Q: 3 clusters Score -5230818 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -5231577.500000 Penalty: 3460.890869
	Iteration 4Q: 3 clusters Score -5231578 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -5232855.000000 Penalty: 3460.890869
	Iteration 5F: 3 clusters Score -5232855 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -5234844.000000 Penalty: 3460.890869
	Iteration 6F: 3 clusters Score -5234844 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -5237692.000000 Penalty: 3460.890869
	Iteration 7F: 3 clusters Score -5237692 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -5240840.500000 Penalty: 3460.890869
	Iteration 8F: 3 clusters Score -5240840 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -5243225.000000 Penalty: 3460.890869
	Iteration 9F: 3 clusters Score -5243225 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -5244551.000000 Penalty: 3460.890869
	Iteration 10Q: 3 clusters Score -5244551 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -5245123.500000 Penalty: 3460.890869
	Iteration 11Q: 3 clusters Score -5245124 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -5245305.500000 Penalty: 3460.890869
	Iteration 12Q: 3 clusters Score -5245306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -5245384.000000 Penalty: 3460.890869
	Iteration 13Q: 3 clusters Score -5245384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -5245410.500000 Penalty: 3460.890869
	Iteration 14Q: 3 clusters Score -5245410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -5245438.500000 Penalty: 3460.890869
	Iteration 15Q: 3 clusters Score -5245438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -5245450.500000 Penalty: 3460.890869
	Iteration 16Q: 3 clusters Score -5245450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -5245468.000000 Penalty: 3460.890869
	Iteration 17Q: 3 clusters Score -5245468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -5245477.500000 Penalty: 3460.890869
	Iteration 18Q: 3 clusters Score -5245478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -5245487.000000 Penalty: 3460.890869
	Iteration 19Q: 3 clusters Score -5245487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -5245490.000000 Penalty: 3460.890869
	Iteration 20F: 3 clusters Score -5245490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84969 members 
Entering Unmasked Estep 
Score: -10520670.000000 Penalty: 1844.381714
	Iteration 0F: 2 clusters Score -1.052067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -10465328.000000 Penalty: 3688.763428
	Iteration 0F: 3 clusters Score -1.046533e+07 nChanged 40524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -10488623.000000 Penalty: 3688.763428
	Iteration 1F: 3 clusters Score -1.048862e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -10489175.000000 Penalty: 3688.763428
	Iteration 2Q: 3 clusters Score -1.048918e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -10489906.000000 Penalty: 3688.763428
	Iteration 3Q: 3 clusters Score -1.048991e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -10490916.000000 Penalty: 3688.763428
	Iteration 4Q: 3 clusters Score -1.049092e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -10492467.000000 Penalty: 3688.763428
	Iteration 5Q: 3 clusters Score -1.049247e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -10494758.000000 Penalty: 3688.763428
	Iteration 6F: 3 clusters Score -1.049476e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -10497865.000000 Penalty: 3688.763428
	Iteration 7F: 3 clusters Score -1.049786e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -10501672.000000 Penalty: 3688.763428
	Iteration 8F: 3 clusters Score -1.050167e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -10505270.000000 Penalty: 3688.763428
	Iteration 9F: 3 clusters Score -1.050527e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -10507388.000000 Penalty: 3688.763428
	Iteration 10F: 3 clusters Score -1.050739e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -10508447.000000 Penalty: 3688.763428
	Iteration 11Q: 3 clusters Score -1.050845e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -10508972.000000 Penalty: 3688.763428
	Iteration 12Q: 3 clusters Score -1.050897e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -10509307.000000 Penalty: 3688.763428
	Iteration 13Q: 3 clusters Score -1.050931e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -10509614.000000 Penalty: 3688.763428
	Iteration 14Q: 3 clusters Score -1.050961e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -10509821.000000 Penalty: 3688.763428
	Iteration 15Q: 3 clusters Score -1.050982e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -10510139.000000 Penalty: 3688.763428
	Iteration 16Q: 3 clusters Score -1.051014e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -10510459.000000 Penalty: 3688.763428
	Iteration 17Q: 3 clusters Score -1.051046e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -10510764.000000 Penalty: 3688.763428
	Iteration 18Q: 3 clusters Score -1.051076e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -10511123.000000 Penalty: 3688.763428
	Iteration 19Q: 3 clusters Score -1.051112e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -10511410.000000 Penalty: 3688.763428
	Iteration 20F: 3 clusters Score -1.051141e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -10511652.000000 Penalty: 3688.763428
	Iteration 21Q: 3 clusters Score -1.051165e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -10511770.000000 Penalty: 3688.763428
	Iteration 22Q: 3 clusters Score -1.051177e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -10511964.000000 Penalty: 3688.763428
	Iteration 23Q: 3 clusters Score -1.051196e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -10512103.000000 Penalty: 3688.763428
	Iteration 24Q: 3 clusters Score -1.05121e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51483 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -10512250.000000 Penalty: 3688.763428
	Iteration 25Q: 3 clusters Score -1.051225e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -10512353.000000 Penalty: 3688.763428
	Iteration 26Q: 3 clusters Score -1.051235e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -10512488.000000 Penalty: 3688.763428
	Iteration 27Q: 3 clusters Score -1.051249e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -10512610.000000 Penalty: 3688.763428
	Iteration 28Q: 3 clusters Score -1.051261e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -10512709.000000 Penalty: 3688.763428
	Iteration 29Q: 3 clusters Score -1.051271e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -10512830.000000 Penalty: 3688.763428
	Iteration 30Q: 3 clusters Score -1.051283e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -10512900.000000 Penalty: 3688.763428
	Iteration 31Q: 3 clusters Score -1.05129e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -10512979.000000 Penalty: 3688.763428
	Iteration 32Q: 3 clusters Score -1.051298e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -10513073.000000 Penalty: 3688.763428
	Iteration 33Q: 3 clusters Score -1.051307e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -10513196.000000 Penalty: 3688.763428
	Iteration 34Q: 3 clusters Score -1.05132e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -10513287.000000 Penalty: 3688.763428
	Iteration 35Q: 3 clusters Score -1.051329e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -10513358.000000 Penalty: 3688.763428
	Iteration 36Q: 3 clusters Score -1.051336e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -10513401.000000 Penalty: 3688.763428
	Iteration 37Q: 3 clusters Score -1.05134e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -10513503.000000 Penalty: 3688.763428
	Iteration 38Q: 3 clusters Score -1.05135e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -10513582.000000 Penalty: 3688.763428
	Iteration 39Q: 3 clusters Score -1.051358e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -10513703.000000 Penalty: 3688.763428
	Iteration 40F: 3 clusters Score -1.05137e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -10513843.000000 Penalty: 3688.763428
	Iteration 41Q: 3 clusters Score -1.051384e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -10513931.000000 Penalty: 3688.763428
	Iteration 42Q: 3 clusters Score -1.051393e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -10514065.000000 Penalty: 3688.763428
	Iteration 43Q: 3 clusters Score -1.051406e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -10514240.000000 Penalty: 3688.763428
	Iteration 44Q: 3 clusters Score -1.051424e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -10514390.000000 Penalty: 3688.763428
	Iteration 45Q: 3 clusters Score -1.051439e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -10514570.000000 Penalty: 3688.763428
	Iteration 46Q: 3 clusters Score -1.051457e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -10514732.000000 Penalty: 3688.763428
	Iteration 47Q: 3 clusters Score -1.051473e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64335 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -10514958.000000 Penalty: 3688.763428
	Iteration 48Q: 3 clusters Score -1.051496e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -10515113.000000 Penalty: 3688.763428
	Iteration 49Q: 3 clusters Score -1.051511e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65866 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -10515335.000000 Penalty: 3688.763428
	Iteration 50Q: 3 clusters Score -1.051534e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66632 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -10515468.000000 Penalty: 3688.763428
	Iteration 51Q: 3 clusters Score -1.051547e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -10515661.000000 Penalty: 3688.763428
	Iteration 52Q: 3 clusters Score -1.051566e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68023 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -10515845.000000 Penalty: 3688.763428
	Iteration 53Q: 3 clusters Score -1.051584e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -10516066.000000 Penalty: 3688.763428
	Iteration 54Q: 3 clusters Score -1.051607e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69509 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -10516239.000000 Penalty: 3688.763428
	Iteration 55Q: 3 clusters Score -1.051624e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70340 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -10516498.000000 Penalty: 3688.763428
	Iteration 56Q: 3 clusters Score -1.05165e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -10516724.000000 Penalty: 3688.763428
	Iteration 57Q: 3 clusters Score -1.051672e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72227 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -10516967.000000 Penalty: 3688.763428
	Iteration 58Q: 3 clusters Score -1.051697e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73274 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -10517308.000000 Penalty: 3688.763428
	Iteration 59Q: 3 clusters Score -1.051731e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74323 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -10517576.000000 Penalty: 3688.763428
	Iteration 60F: 3 clusters Score -1.051758e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75346 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -10517864.000000 Penalty: 3688.763428
	Iteration 61Q: 3 clusters Score -1.051786e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76382 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -10518154.000000 Penalty: 3688.763428
	Iteration 62Q: 3 clusters Score -1.051815e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -10518397.000000 Penalty: 3688.763428
	Iteration 63Q: 3 clusters Score -1.05184e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -10518624.000000 Penalty: 3688.763428
	Iteration 64Q: 3 clusters Score -1.051862e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79289 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -10518822.000000 Penalty: 3688.763428
	Iteration 65Q: 3 clusters Score -1.051882e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80089 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -10518949.000000 Penalty: 3688.763428
	Iteration 66Q: 3 clusters Score -1.051895e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80844 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -10519062.000000 Penalty: 3688.763428
	Iteration 67Q: 3 clusters Score -1.051906e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81505 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -10519222.000000 Penalty: 3688.763428
	Iteration 68Q: 3 clusters Score -1.051922e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81999 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -10519298.000000 Penalty: 3688.763428
	Iteration 69Q: 3 clusters Score -1.05193e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -10519353.000000 Penalty: 3688.763428
	Iteration 70Q: 3 clusters Score -1.051935e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82704 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -10519364.000000 Penalty: 3688.763428
	Iteration 71Q: 3 clusters Score -1.051936e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82947 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -10519369.000000 Penalty: 3688.763428
	Iteration 72Q: 3 clusters Score -1.051937e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83148 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -10519409.000000 Penalty: 3688.763428
	Iteration 73Q: 3 clusters Score -1.051941e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -10519443.000000 Penalty: 3688.763428
	Iteration 74Q: 3 clusters Score -1.051944e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -10519445.000000 Penalty: 3688.763428
	Iteration 75Q: 3 clusters Score -1.051944e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83540 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -10519428.000000 Penalty: 3688.763428
	Iteration 76Q: 3 clusters Score -1.051943e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83617 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -10519438.000000 Penalty: 3688.763428
	Iteration 77Q: 3 clusters Score -1.051944e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -10519462.000000 Penalty: 3688.763428
	Iteration 78Q: 3 clusters Score -1.051946e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83759 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -10519448.000000 Penalty: 3688.763428
	Iteration 79Q: 3 clusters Score -1.051945e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83803 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -10519448.000000 Penalty: 3688.763428
	Iteration 80F: 3 clusters Score -1.051945e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -10519479.000000 Penalty: 3688.763428
	Iteration 81Q: 3 clusters Score -1.051948e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83874 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10519463.000000 Penalty: 3688.763428
	Iteration 82Q: 3 clusters Score -1.051946e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83901 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -10519473.000000 Penalty: 3688.763428
	Iteration 83Q: 3 clusters Score -1.051947e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83929 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -10519498.000000 Penalty: 3688.763428
	Iteration 84Q: 3 clusters Score -1.05195e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83952 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10519505.000000 Penalty: 3688.763428
	Iteration 85Q: 3 clusters Score -1.05195e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83972 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10519507.000000 Penalty: 3688.763428
	Iteration 86Q: 3 clusters Score -1.051951e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83997 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -10519505.000000 Penalty: 3688.763428
	Iteration 87Q: 3 clusters Score -1.05195e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84016 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10519500.000000 Penalty: 3688.763428
	Iteration 88Q: 3 clusters Score -1.05195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84029 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10519499.000000 Penalty: 3688.763428
	Iteration 89Q: 3 clusters Score -1.05195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84038 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10519511.000000 Penalty: 3688.763428
	Iteration 90Q: 3 clusters Score -1.051951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10519526.000000 Penalty: 3688.763428
	Iteration 91Q: 3 clusters Score -1.051953e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10519517.000000 Penalty: 3688.763428
	Iteration 92Q: 3 clusters Score -1.051952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84062 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -10519523.000000 Penalty: 3688.763428
	Iteration 93Q: 3 clusters Score -1.051952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84066 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10519518.000000 Penalty: 3688.763428
	Iteration 94Q: 3 clusters Score -1.051952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84070 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10519517.000000 Penalty: 3688.763428
	Iteration 95Q: 3 clusters Score -1.051952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10519511.000000 Penalty: 3688.763428
	Iteration 96Q: 3 clusters Score -1.051951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84078 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10519504.000000 Penalty: 3688.763428
	Iteration 97Q: 3 clusters Score -1.05195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10519505.000000 Penalty: 3688.763428
	Iteration 98Q: 3 clusters Score -1.05195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10519505.000000 Penalty: 3688.763428
	Iteration 99F: 3 clusters Score -1.05195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Entering Unmasked Estep 
Score: -5756258.000000 Penalty: 1745.836548
	Iteration 0F: 2 clusters Score -5756258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -5725423.000000 Penalty: 3491.673096
	Iteration 0F: 3 clusters Score -5725423 nChanged 21637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -5737482.000000 Penalty: 3491.673096
	Iteration 1F: 3 clusters Score -5737482 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -5738007.000000 Penalty: 3491.673096
	Iteration 2Q: 3 clusters Score -5738007 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -5738733.000000 Penalty: 3491.673096
	Iteration 3Q: 3 clusters Score -5738733 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -5739743.500000 Penalty: 3491.673096
	Iteration 4Q: 3 clusters Score -5739744 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -5741170.000000 Penalty: 3491.673096
	Iteration 5F: 3 clusters Score -5741170 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -5743147.500000 Penalty: 3491.673096
	Iteration 6F: 3 clusters Score -5743148 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -5745573.000000 Penalty: 3491.673096
	Iteration 7F: 3 clusters Score -5745573 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -5747678.000000 Penalty: 3491.673096
	Iteration 8F: 3 clusters Score -5747678 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -5749215.000000 Penalty: 3491.673096
	Iteration 9Q: 3 clusters Score -5749215 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -5750259.500000 Penalty: 3491.673096
	Iteration 10Q: 3 clusters Score -5750260 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -5750964.000000 Penalty: 3491.673096
	Iteration 11Q: 3 clusters Score -5750964 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -5751497.000000 Penalty: 3491.673096
	Iteration 12Q: 3 clusters Score -5751497 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -5751884.500000 Penalty: 3491.673096
	Iteration 13Q: 3 clusters Score -5751884 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -5752248.000000 Penalty: 3491.673096
	Iteration 14Q: 3 clusters Score -5752248 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -5752604.500000 Penalty: 3491.673096
	Iteration 15Q: 3 clusters Score -5752604 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -5752942.500000 Penalty: 3491.673096
	Iteration 16Q: 3 clusters Score -5752942 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -5753241.000000 Penalty: 3491.673096
	Iteration 17Q: 3 clusters Score -5753241 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -5753531.500000 Penalty: 3491.673096
	Iteration 18Q: 3 clusters Score -5753532 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -5753806.000000 Penalty: 3491.673096
	Iteration 19Q: 3 clusters Score -5753806 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -5754017.500000 Penalty: 3491.673096
	Iteration 20F: 3 clusters Score -5754018 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -5754182.500000 Penalty: 3491.673096
	Iteration 21Q: 3 clusters Score -5754182 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -5754341.500000 Penalty: 3491.673096
	Iteration 22Q: 3 clusters Score -5754342 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -5754445.000000 Penalty: 3491.673096
	Iteration 23Q: 3 clusters Score -5754445 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -5754492.500000 Penalty: 3491.673096
	Iteration 24Q: 3 clusters Score -5754492 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -5754550.000000 Penalty: 3491.673096
	Iteration 25Q: 3 clusters Score -5754550 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -5754587.500000 Penalty: 3491.673096
	Iteration 26Q: 3 clusters Score -5754588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -5754615.000000 Penalty: 3491.673096
	Iteration 27Q: 3 clusters Score -5754615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -5754630.500000 Penalty: 3491.673096
	Iteration 28Q: 3 clusters Score -5754630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -5754646.500000 Penalty: 3491.673096
	Iteration 29Q: 3 clusters Score -5754646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -5754663.500000 Penalty: 3491.673096
	Iteration 30Q: 3 clusters Score -5754664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -5754671.000000 Penalty: 3491.673096
	Iteration 31Q: 3 clusters Score -5754671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -5754665.000000 Penalty: 3491.673096
	Iteration 32Q: 3 clusters Score -5754665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -5754679.000000 Penalty: 3491.673096
	Iteration 33Q: 3 clusters Score -5754679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -5754681.500000 Penalty: 3491.673096
	Iteration 34Q: 3 clusters Score -5754682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -5754685.500000 Penalty: 3491.673096
	Iteration 35Q: 3 clusters Score -5754686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -5754691.500000 Penalty: 3491.673096
	Iteration 36Q: 3 clusters Score -5754692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -5754687.000000 Penalty: 3491.673096
	Iteration 37Q: 3 clusters Score -5754687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -5754686.000000 Penalty: 3491.673096
	Iteration 38Q: 3 clusters Score -5754686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -5754684.000000 Penalty: 3491.673096
	Iteration 39Q: 3 clusters Score -5754684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -5754696.000000 Penalty: 3491.673096
	Iteration 40F: 3 clusters Score -5754696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -5754694.000000 Penalty: 3491.673096
	Iteration 41Q: 3 clusters Score -5754694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -5754703.000000 Penalty: 3491.673096
	Iteration 42Q: 3 clusters Score -5754703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -5754707.000000 Penalty: 3491.673096
	Iteration 43Q: 3 clusters Score -5754707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -5754707.500000 Penalty: 3491.673096
	Iteration 44Q: 3 clusters Score -5754708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -5754706.500000 Penalty: 3491.673096
	Iteration 45Q: 3 clusters Score -5754706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -5754711.000000 Penalty: 3491.673096
	Iteration 46Q: 3 clusters Score -5754711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -5754712.500000 Penalty: 3491.673096
	Iteration 47Q: 3 clusters Score -5754712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -5754714.500000 Penalty: 3491.673096
	Iteration 48Q: 3 clusters Score -5754714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -5754716.500000 Penalty: 3491.673096
	Iteration 49Q: 3 clusters Score -5754716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -5754720.500000 Penalty: 3491.673096
	Iteration 50Q: 3 clusters Score -5754720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -5754721.000000 Penalty: 3491.673096
	Iteration 51Q: 3 clusters Score -5754721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -5754719.000000 Penalty: 3491.673096
	Iteration 52Q: 3 clusters Score -5754719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -5754722.500000 Penalty: 3491.673096
	Iteration 53Q: 3 clusters Score -5754722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -5754723.000000 Penalty: 3491.673096
	Iteration 54Q: 3 clusters Score -5754723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -5754724.000000 Penalty: 3491.673096
	Iteration 55Q: 3 clusters Score -5754724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -5754725.500000 Penalty: 3491.673096
	Iteration 56Q: 3 clusters Score -5754726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -5754723.000000 Penalty: 3491.673096
	Iteration 57Q: 3 clusters Score -5754723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -5754731.000000 Penalty: 3491.673096
	Iteration 58Q: 3 clusters Score -5754731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -5754730.000000 Penalty: 3491.673096
	Iteration 59Q: 3 clusters Score -5754730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -5754729.000000 Penalty: 3491.673096
	Iteration 60F: 3 clusters Score -5754729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -5754731.000000 Penalty: 3491.673096
	Iteration 61Q: 3 clusters Score -5754731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -5754736.500000 Penalty: 3491.673096
	Iteration 62Q: 3 clusters Score -5754736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -5754735.500000 Penalty: 3491.673096
	Iteration 63Q: 3 clusters Score -5754736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -5754740.500000 Penalty: 3491.673096
	Iteration 64Q: 3 clusters Score -5754740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -5754741.500000 Penalty: 3491.673096
	Iteration 65Q: 3 clusters Score -5754742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -5754743.000000 Penalty: 3491.673096
	Iteration 66Q: 3 clusters Score -5754743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -5754743.000000 Penalty: 3491.673096
	Iteration 67Q: 3 clusters Score -5754743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -5754745.500000 Penalty: 3491.673096
	Iteration 68Q: 3 clusters Score -5754746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -5754745.500000 Penalty: 3491.673096
	Iteration 69F: 3 clusters Score -5754746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Entering Unmasked Estep 
Score: -431702.031250 Penalty: 1323.604736
	Iteration 0F: 2 clusters Score -431702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -428675.156250 Penalty: 2647.209473
	Iteration 0F: 3 clusters Score -428675.2 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -429376.343750 Penalty: 2647.209473
	Iteration 1F: 3 clusters Score -429376.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -429518.468750 Penalty: 2647.209473
	Iteration 2F: 3 clusters Score -429518.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -429609.437500 Penalty: 2647.209473
	Iteration 3Q: 3 clusters Score -429609.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -429673.968750 Penalty: 2647.209473
	Iteration 4Q: 3 clusters Score -429674 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -429725.937500 Penalty: 2647.209473
	Iteration 5Q: 3 clusters Score -429725.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -429768.906250 Penalty: 2647.209473
	Iteration 6Q: 3 clusters Score -429768.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -429802.468750 Penalty: 2647.209473
	Iteration 7Q: 3 clusters Score -429802.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -429824.968750 Penalty: 2647.209473
	Iteration 8Q: 3 clusters Score -429825 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -429846.875000 Penalty: 2647.209473
	Iteration 9Q: 3 clusters Score -429846.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -429863.125000 Penalty: 2647.209473
	Iteration 10Q: 3 clusters Score -429863.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -429878.218750 Penalty: 2647.209473
	Iteration 11Q: 3 clusters Score -429878.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -429892.218750 Penalty: 2647.209473
	Iteration 12Q: 3 clusters Score -429892.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -429901.812500 Penalty: 2647.209473
	Iteration 13Q: 3 clusters Score -429901.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -429911.812500 Penalty: 2647.209473
	Iteration 14Q: 3 clusters Score -429911.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -429917.531250 Penalty: 2647.209473
	Iteration 15Q: 3 clusters Score -429917.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -429923.187500 Penalty: 2647.209473
	Iteration 16Q: 3 clusters Score -429923.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -429927.218750 Penalty: 2647.209473
	Iteration 17Q: 3 clusters Score -429927.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -429936.906250 Penalty: 2647.209473
	Iteration 18Q: 3 clusters Score -429936.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -429943.625000 Penalty: 2647.209473
	Iteration 19Q: 3 clusters Score -429943.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -429951.531250 Penalty: 2647.209473
	Iteration 20F: 3 clusters Score -429951.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -429956.593750 Penalty: 2647.209473
	Iteration 21Q: 3 clusters Score -429956.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -429959.875000 Penalty: 2647.209473
	Iteration 22Q: 3 clusters Score -429959.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -429964.125000 Penalty: 2647.209473
	Iteration 23Q: 3 clusters Score -429964.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -429970.125000 Penalty: 2647.209473
	Iteration 24Q: 3 clusters Score -429970.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -429974.781250 Penalty: 2647.209473
	Iteration 25Q: 3 clusters Score -429974.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -429977.062500 Penalty: 2647.209473
	Iteration 26Q: 3 clusters Score -429977.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -429979.593750 Penalty: 2647.209473
	Iteration 27Q: 3 clusters Score -429979.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -429982.812500 Penalty: 2647.209473
	Iteration 28Q: 3 clusters Score -429982.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -429985.437500 Penalty: 2647.209473
	Iteration 29Q: 3 clusters Score -429985.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -429988.593750 Penalty: 2647.209473
	Iteration 30Q: 3 clusters Score -429988.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -429992.906250 Penalty: 2647.209473
	Iteration 31Q: 3 clusters Score -429992.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -429996.937500 Penalty: 2647.209473
	Iteration 32Q: 3 clusters Score -429996.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -430001.343750 Penalty: 2647.209473
	Iteration 33Q: 3 clusters Score -430001.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -430006.031250 Penalty: 2647.209473
	Iteration 34Q: 3 clusters Score -430006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -430010.750000 Penalty: 2647.209473
	Iteration 35Q: 3 clusters Score -430010.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -430015.781250 Penalty: 2647.209473
	Iteration 36Q: 3 clusters Score -430015.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -430021.031250 Penalty: 2647.209473
	Iteration 37Q: 3 clusters Score -430021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -430024.875000 Penalty: 2647.209473
	Iteration 38Q: 3 clusters Score -430024.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -430028.968750 Penalty: 2647.209473
	Iteration 39Q: 3 clusters Score -430029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -430031.937500 Penalty: 2647.209473
	Iteration 40F: 3 clusters Score -430031.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -430035.125000 Penalty: 2647.209473
	Iteration 41Q: 3 clusters Score -430035.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -430038.531250 Penalty: 2647.209473
	Iteration 42Q: 3 clusters Score -430038.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -430041.562500 Penalty: 2647.209473
	Iteration 43Q: 3 clusters Score -430041.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -430045.312500 Penalty: 2647.209473
	Iteration 44Q: 3 clusters Score -430045.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -430047.937500 Penalty: 2647.209473
	Iteration 45Q: 3 clusters Score -430047.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -430050.687500 Penalty: 2647.209473
	Iteration 46Q: 3 clusters Score -430050.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -430053.718750 Penalty: 2647.209473
	Iteration 47Q: 3 clusters Score -430053.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -430055.156250 Penalty: 2647.209473
	Iteration 48Q: 3 clusters Score -430055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -430055.718750 Penalty: 2647.209473
	Iteration 49Q: 3 clusters Score -430055.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -430056.500000 Penalty: 2647.209473
	Iteration 50Q: 3 clusters Score -430056.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -430057.187500 Penalty: 2647.209473
	Iteration 51Q: 3 clusters Score -430057.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -430057.968750 Penalty: 2647.209473
	Iteration 52Q: 3 clusters Score -430058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -430058.156250 Penalty: 2647.209473
	Iteration 53Q: 3 clusters Score -430058.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -430059.156250 Penalty: 2647.209473
	Iteration 54Q: 3 clusters Score -430059.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -430058.625000 Penalty: 2647.209473
	Iteration 55Q: 3 clusters Score -430058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -430059.937500 Penalty: 2647.209473
	Iteration 56Q: 3 clusters Score -430059.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -430061.250000 Penalty: 2647.209473
	Iteration 57Q: 3 clusters Score -430061.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -430063.718750 Penalty: 2647.209473
	Iteration 58Q: 3 clusters Score -430063.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -430065.562500 Penalty: 2647.209473
	Iteration 59Q: 3 clusters Score -430065.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -430067.375000 Penalty: 2647.209473
	Iteration 60F: 3 clusters Score -430067.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -430070.031250 Penalty: 2647.209473
	Iteration 61Q: 3 clusters Score -430070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -430074.562500 Penalty: 2647.209473
	Iteration 62Q: 3 clusters Score -430074.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -430080.562500 Penalty: 2647.209473
	Iteration 63Q: 3 clusters Score -430080.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -430088.656250 Penalty: 2647.209473
	Iteration 64Q: 3 clusters Score -430088.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -430096.906250 Penalty: 2647.209473
	Iteration 65Q: 3 clusters Score -430096.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -430102.281250 Penalty: 2647.209473
	Iteration 66Q: 3 clusters Score -430102.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -430106.000000 Penalty: 2647.209473
	Iteration 67Q: 3 clusters Score -430106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -430108.406250 Penalty: 2647.209473
	Iteration 68Q: 3 clusters Score -430108.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -430111.250000 Penalty: 2647.209473
	Iteration 69Q: 3 clusters Score -430111.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -430113.437500 Penalty: 2647.209473
	Iteration 70Q: 3 clusters Score -430113.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -430116.812500 Penalty: 2647.209473
	Iteration 71Q: 3 clusters Score -430116.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -430119.687500 Penalty: 2647.209473
	Iteration 72Q: 3 clusters Score -430119.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -430124.000000 Penalty: 2647.209473
	Iteration 73Q: 3 clusters Score -430124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -430129.781250 Penalty: 2647.209473
	Iteration 74Q: 3 clusters Score -430129.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -430137.406250 Penalty: 2647.209473
	Iteration 75Q: 3 clusters Score -430137.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -430145.125000 Penalty: 2647.209473
	Iteration 76Q: 3 clusters Score -430145.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -430154.562500 Penalty: 2647.209473
	Iteration 77Q: 3 clusters Score -430154.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -430163.156250 Penalty: 2647.209473
	Iteration 78Q: 3 clusters Score -430163.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -430169.531250 Penalty: 2647.209473
	Iteration 79Q: 3 clusters Score -430169.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -430180.531250 Penalty: 2647.209473
	Iteration 80F: 3 clusters Score -430180.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -430195.843750 Penalty: 2647.209473
	Iteration 81Q: 3 clusters Score -430195.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -430205.375000 Penalty: 2647.209473
	Iteration 82Q: 3 clusters Score -430205.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -430214.062500 Penalty: 2647.209473
	Iteration 83Q: 3 clusters Score -430214.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -430224.218750 Penalty: 2647.209473
	Iteration 84Q: 3 clusters Score -430224.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -430230.093750 Penalty: 2647.209473
	Iteration 85Q: 3 clusters Score -430230.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -430238.093750 Penalty: 2647.209473
	Iteration 86Q: 3 clusters Score -430238.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -430246.093750 Penalty: 2647.209473
	Iteration 87Q: 3 clusters Score -430246.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -430251.687500 Penalty: 2647.209473
	Iteration 88Q: 3 clusters Score -430251.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -430257.750000 Penalty: 2647.209473
	Iteration 89Q: 3 clusters Score -430257.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -430264.750000 Penalty: 2647.209473
	Iteration 90Q: 3 clusters Score -430264.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -430274.656250 Penalty: 2647.209473
	Iteration 91Q: 3 clusters Score -430274.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -430285.125000 Penalty: 2647.209473
	Iteration 92Q: 3 clusters Score -430285.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -430298.562500 Penalty: 2647.209473
	Iteration 93Q: 3 clusters Score -430298.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -430310.031250 Penalty: 2647.209473
	Iteration 94Q: 3 clusters Score -430310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -430323.468750 Penalty: 2647.209473
	Iteration 95Q: 3 clusters Score -430323.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -430340.968750 Penalty: 2647.209473
	Iteration 96Q: 3 clusters Score -430341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -430355.656250 Penalty: 2647.209473
	Iteration 97Q: 3 clusters Score -430355.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -430367.093750 Penalty: 2647.209473
	Iteration 98Q: 3 clusters Score -430367.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -430371.156250 Penalty: 2647.209473
	Iteration 99Q: 3 clusters Score -430371.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -430377.375000 Penalty: 2647.209473
	Iteration 100F: 3 clusters Score -430377.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -430379.968750 Penalty: 2647.209473
	Iteration 101Q: 3 clusters Score -430380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -430383.343750 Penalty: 2647.209473
	Iteration 102Q: 3 clusters Score -430383.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -430387.531250 Penalty: 2647.209473
	Iteration 103Q: 3 clusters Score -430387.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -430390.312500 Penalty: 2647.209473
	Iteration 104Q: 3 clusters Score -430390.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -430391.375000 Penalty: 2647.209473
	Iteration 105Q: 3 clusters Score -430391.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -430391.687500 Penalty: 2647.209473
	Iteration 106Q: 3 clusters Score -430391.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -430392.031250 Penalty: 2647.209473
	Iteration 107Q: 3 clusters Score -430392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -430392.031250 Penalty: 2647.209473
	Iteration 108F: 3 clusters Score -430392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70692 members 
Entering Unmasked Estep 
Score: -8804854.000000 Penalty: 1814.489258
	Iteration 0F: 2 clusters Score -8804854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -8758708.000000 Penalty: 3628.978516
	Iteration 0F: 3 clusters Score -8758708 nChanged 33646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -8777846.000000 Penalty: 3628.978516
	Iteration 1F: 3 clusters Score -8777846 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -8778318.000000 Penalty: 3628.978516
	Iteration 2Q: 3 clusters Score -8778318 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -8778719.000000 Penalty: 3628.978516
	Iteration 3Q: 3 clusters Score -8778719 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -8779310.000000 Penalty: 3628.978516
	Iteration 4Q: 3 clusters Score -8779310 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -8780132.000000 Penalty: 3628.978516
	Iteration 5Q: 3 clusters Score -8780132 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -8781366.000000 Penalty: 3628.978516
	Iteration 6Q: 3 clusters Score -8781366 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -8782996.000000 Penalty: 3628.978516
	Iteration 7Q: 3 clusters Score -8782996 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -8785564.000000 Penalty: 3628.978516
	Iteration 8F: 3 clusters Score -8785564 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -8788880.000000 Penalty: 3628.978516
	Iteration 9F: 3 clusters Score -8788880 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -8792445.000000 Penalty: 3628.978516
	Iteration 10F: 3 clusters Score -8792445 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -8795019.000000 Penalty: 3628.978516
	Iteration 11F: 3 clusters Score -8795019 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -8796358.000000 Penalty: 3628.978516
	Iteration 12Q: 3 clusters Score -8796358 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -8797184.000000 Penalty: 3628.978516
	Iteration 13Q: 3 clusters Score -8797184 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -8797736.000000 Penalty: 3628.978516
	Iteration 14Q: 3 clusters Score -8797736 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -8798267.000000 Penalty: 3628.978516
	Iteration 15Q: 3 clusters Score -8798267 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -8798751.000000 Penalty: 3628.978516
	Iteration 16Q: 3 clusters Score -8798751 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -8799297.000000 Penalty: 3628.978516
	Iteration 17Q: 3 clusters Score -8799297 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 61861 members 
Entering Unmasked Estep 
Score: -8799778.000000 Penalty: 3628.978516
	Iteration 18Q: 3 clusters Score -8799778 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -8800214.000000 Penalty: 3628.978516
	Iteration 19Q: 3 clusters Score -8800214 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 63784 members 
Entering Unmasked Estep 
Score: -8800566.000000 Penalty: 3628.978516
	Iteration 20F: 3 clusters Score -8800566 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -8800928.000000 Penalty: 3628.978516
	Iteration 21Q: 3 clusters Score -8800928 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -8801298.000000 Penalty: 3628.978516
	Iteration 22Q: 3 clusters Score -8801298 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -8801580.000000 Penalty: 3628.978516
	Iteration 23Q: 3 clusters Score -8801580 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -8801876.000000 Penalty: 3628.978516
	Iteration 24Q: 3 clusters Score -8801876 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -8802144.000000 Penalty: 3628.978516
	Iteration 25Q: 3 clusters Score -8802144 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -8802341.000000 Penalty: 3628.978516
	Iteration 26Q: 3 clusters Score -8802341 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 67959 members 
Entering Unmasked Estep 
Score: -8802545.000000 Penalty: 3628.978516
	Iteration 27Q: 3 clusters Score -8802545 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -8802664.000000 Penalty: 3628.978516
	Iteration 28Q: 3 clusters Score -8802664 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -8802774.000000 Penalty: 3628.978516
	Iteration 29Q: 3 clusters Score -8802774 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 68785 members 
Entering Unmasked Estep 
Score: -8802895.000000 Penalty: 3628.978516
	Iteration 30Q: 3 clusters Score -8802895 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -8802960.000000 Penalty: 3628.978516
	Iteration 31Q: 3 clusters Score -8802960 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -8803009.000000 Penalty: 3628.978516
	Iteration 32Q: 3 clusters Score -8803009 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 69246 members 
Entering Unmasked Estep 
Score: -8803082.000000 Penalty: 3628.978516
	Iteration 33Q: 3 clusters Score -8803082 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -8803111.000000 Penalty: 3628.978516
	Iteration 34Q: 3 clusters Score -8803111 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 69441 members 
Entering Unmasked Estep 
Score: -8803153.000000 Penalty: 3628.978516
	Iteration 35Q: 3 clusters Score -8803153 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 69507 members 
Entering Unmasked Estep 
Score: -8803177.000000 Penalty: 3628.978516
	Iteration 36Q: 3 clusters Score -8803177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 69554 members 
Entering Unmasked Estep 
Score: -8803208.000000 Penalty: 3628.978516
	Iteration 37Q: 3 clusters Score -8803208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 69600 members 
Entering Unmasked Estep 
Score: -8803224.000000 Penalty: 3628.978516
	Iteration 38Q: 3 clusters Score -8803224 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -8803238.000000 Penalty: 3628.978516
	Iteration 39Q: 3 clusters Score -8803238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 69688 members 
Entering Unmasked Estep 
Score: -8803258.000000 Penalty: 3628.978516
	Iteration 40F: 3 clusters Score -8803258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 69717 members 
Entering Unmasked Estep 
Score: -8803285.000000 Penalty: 3628.978516
	Iteration 41Q: 3 clusters Score -8803285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -8803295.000000 Penalty: 3628.978516
	Iteration 42Q: 3 clusters Score -8803295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 69758 members 
Entering Unmasked Estep 
Score: -8803300.000000 Penalty: 3628.978516
	Iteration 43Q: 3 clusters Score -8803300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 69784 members 
Entering Unmasked Estep 
Score: -8803314.000000 Penalty: 3628.978516
	Iteration 44Q: 3 clusters Score -8803314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 69799 members 
Entering Unmasked Estep 
Score: -8803320.000000 Penalty: 3628.978516
	Iteration 45Q: 3 clusters Score -8803320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 69817 members 
Entering Unmasked Estep 
Score: -8803326.000000 Penalty: 3628.978516
	Iteration 46Q: 3 clusters Score -8803326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 69832 members 
Entering Unmasked Estep 
Score: -8803335.000000 Penalty: 3628.978516
	Iteration 47Q: 3 clusters Score -8803335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 69839 members 
Entering Unmasked Estep 
Score: -8803335.000000 Penalty: 3628.978516
	Iteration 48Q: 3 clusters Score -8803335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 69853 members 
Entering Unmasked Estep 
Score: -8803338.000000 Penalty: 3628.978516
	Iteration 49Q: 3 clusters Score -8803338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -8803352.000000 Penalty: 3628.978516
	Iteration 50Q: 3 clusters Score -8803352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 69874 members 
Entering Unmasked Estep 
Score: -8803357.000000 Penalty: 3628.978516
	Iteration 51Q: 3 clusters Score -8803357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 69884 members 
Entering Unmasked Estep 
Score: -8803364.000000 Penalty: 3628.978516
	Iteration 52Q: 3 clusters Score -8803364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 69904 members 
Entering Unmasked Estep 
Score: -8803375.000000 Penalty: 3628.978516
	Iteration 53Q: 3 clusters Score -8803375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 69913 members 
Entering Unmasked Estep 
Score: -8803378.000000 Penalty: 3628.978516
	Iteration 54Q: 3 clusters Score -8803378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -8803388.000000 Penalty: 3628.978516
	Iteration 55Q: 3 clusters Score -8803388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 69934 members 
Entering Unmasked Estep 
Score: -8803385.000000 Penalty: 3628.978516
	Iteration 56Q: 3 clusters Score -8803385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 69943 members 
Entering Unmasked Estep 
Score: -8803387.000000 Penalty: 3628.978516
	Iteration 57Q: 3 clusters Score -8803387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 69951 members 
Entering Unmasked Estep 
Score: -8803384.000000 Penalty: 3628.978516
	Iteration 58Q: 3 clusters Score -8803384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 69959 members 
Entering Unmasked Estep 
Score: -8803377.000000 Penalty: 3628.978516
	Iteration 59Q: 3 clusters Score -8803377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -8803386.000000 Penalty: 3628.978516
	Iteration 60F: 3 clusters Score -8803386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -8803396.000000 Penalty: 3628.978516
	Iteration 61Q: 3 clusters Score -8803396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -8803401.000000 Penalty: 3628.978516
	Iteration 62Q: 3 clusters Score -8803401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 69988 members 
Entering Unmasked Estep 
Score: -8803400.000000 Penalty: 3628.978516
	Iteration 63Q: 3 clusters Score -8803400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 69991 members 
Entering Unmasked Estep 
Score: -8803409.000000 Penalty: 3628.978516
	Iteration 64Q: 3 clusters Score -8803409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 69992 members 
Entering Unmasked Estep 
Score: -8803408.000000 Penalty: 3628.978516
	Iteration 65Q: 3 clusters Score -8803408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 69993 members 
Entering Unmasked Estep 
Score: -8803405.000000 Penalty: 3628.978516
	Iteration 66Q: 3 clusters Score -8803405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -8803398.000000 Penalty: 3628.978516
	Iteration 67Q: 3 clusters Score -8803398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -8803398.000000 Penalty: 3628.978516
	Iteration 68F: 3 clusters Score -8803398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (62206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Entering Unmasked Estep 
Score: -7742192.000000 Penalty: 1793.708618
	Iteration 0F: 2 clusters Score -7742192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -7701072.500000 Penalty: 3587.417236
	Iteration 0F: 3 clusters Score -7701072 nChanged 29520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -7717810.500000 Penalty: 3587.417236
	Iteration 1F: 3 clusters Score -7717810 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -7718371.000000 Penalty: 3587.417236
	Iteration 2Q: 3 clusters Score -7718371 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -7718942.500000 Penalty: 3587.417236
	Iteration 3Q: 3 clusters Score -7718942 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -7719677.000000 Penalty: 3587.417236
	Iteration 4Q: 3 clusters Score -7719677 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -7720836.500000 Penalty: 3587.417236
	Iteration 5Q: 3 clusters Score -7720836 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -7722598.000000 Penalty: 3587.417236
	Iteration 6F: 3 clusters Score -7722598 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -7725486.500000 Penalty: 3587.417236
	Iteration 7F: 3 clusters Score -7725486 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -7729469.500000 Penalty: 3587.417236
	Iteration 8F: 3 clusters Score -7729470 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -7733397.000000 Penalty: 3587.417236
	Iteration 9F: 3 clusters Score -7733397 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -7736192.500000 Penalty: 3587.417236
	Iteration 10F: 3 clusters Score -7736192 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -7737615.500000 Penalty: 3587.417236
	Iteration 11Q: 3 clusters Score -7737616 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -7738261.500000 Penalty: 3587.417236
	Iteration 12Q: 3 clusters Score -7738262 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -7738659.000000 Penalty: 3587.417236
	Iteration 13Q: 3 clusters Score -7738659 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -7739060.500000 Penalty: 3587.417236
	Iteration 14Q: 3 clusters Score -7739060 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -7739323.000000 Penalty: 3587.417236
	Iteration 15Q: 3 clusters Score -7739323 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -7739581.500000 Penalty: 3587.417236
	Iteration 16Q: 3 clusters Score -7739582 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -7739804.000000 Penalty: 3587.417236
	Iteration 17Q: 3 clusters Score -7739804 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -7739974.000000 Penalty: 3587.417236
	Iteration 18Q: 3 clusters Score -7739974 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 58012 members 
Entering Unmasked Estep 
Score: -7740093.000000 Penalty: 3587.417236
	Iteration 19Q: 3 clusters Score -7740093 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -7740236.000000 Penalty: 3587.417236
	Iteration 20F: 3 clusters Score -7740236 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -7740330.500000 Penalty: 3587.417236
	Iteration 21Q: 3 clusters Score -7740330 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -7740431.000000 Penalty: 3587.417236
	Iteration 22Q: 3 clusters Score -7740431 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -7740529.000000 Penalty: 3587.417236
	Iteration 23Q: 3 clusters Score -7740529 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -7740575.500000 Penalty: 3587.417236
	Iteration 24Q: 3 clusters Score -7740576 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -7740671.000000 Penalty: 3587.417236
	Iteration 25Q: 3 clusters Score -7740671 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 60096 members 
Entering Unmasked Estep 
Score: -7740730.500000 Penalty: 3587.417236
	Iteration 26Q: 3 clusters Score -7740730 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 60247 members 
Entering Unmasked Estep 
Score: -7740752.500000 Penalty: 3587.417236
	Iteration 27Q: 3 clusters Score -7740752 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -7740763.000000 Penalty: 3587.417236
	Iteration 28Q: 3 clusters Score -7740763 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -7740773.500000 Penalty: 3587.417236
	Iteration 29Q: 3 clusters Score -7740774 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 60555 members 
Entering Unmasked Estep 
Score: -7740781.000000 Penalty: 3587.417236
	Iteration 30Q: 3 clusters Score -7740781 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -7740788.000000 Penalty: 3587.417236
	Iteration 31Q: 3 clusters Score -7740788 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -7740807.000000 Penalty: 3587.417236
	Iteration 32Q: 3 clusters Score -7740807 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 60766 members 
Entering Unmasked Estep 
Score: -7740817.000000 Penalty: 3587.417236
	Iteration 33Q: 3 clusters Score -7740817 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -7740817.000000 Penalty: 3587.417236
	Iteration 34Q: 3 clusters Score -7740817 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -7740828.000000 Penalty: 3587.417236
	Iteration 35Q: 3 clusters Score -7740828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -7740864.500000 Penalty: 3587.417236
	Iteration 36Q: 3 clusters Score -7740864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -7740873.000000 Penalty: 3587.417236
	Iteration 37Q: 3 clusters Score -7740873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -7740880.000000 Penalty: 3587.417236
	Iteration 38Q: 3 clusters Score -7740880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -7740888.000000 Penalty: 3587.417236
	Iteration 39Q: 3 clusters Score -7740888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -7740889.500000 Penalty: 3587.417236
	Iteration 40F: 3 clusters Score -7740890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -7740893.000000 Penalty: 3587.417236
	Iteration 41Q: 3 clusters Score -7740893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -7740898.500000 Penalty: 3587.417236
	Iteration 42Q: 3 clusters Score -7740898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -7740896.000000 Penalty: 3587.417236
	Iteration 43Q: 3 clusters Score -7740896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 61099 members 
Entering Unmasked Estep 
Score: -7740896.000000 Penalty: 3587.417236
	Iteration 44Q: 3 clusters Score -7740896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -7740907.000000 Penalty: 3587.417236
	Iteration 45Q: 3 clusters Score -7740907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -7740913.500000 Penalty: 3587.417236
	Iteration 46Q: 3 clusters Score -7740914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -7740923.000000 Penalty: 3587.417236
	Iteration 47Q: 3 clusters Score -7740923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 61141 members 
Entering Unmasked Estep 
Score: -7740920.500000 Penalty: 3587.417236
	Iteration 48Q: 3 clusters Score -7740920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -7740923.500000 Penalty: 3587.417236
	Iteration 49Q: 3 clusters Score -7740924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 61159 members 
Entering Unmasked Estep 
Score: -7740930.000000 Penalty: 3587.417236
	Iteration 50Q: 3 clusters Score -7740930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
Score: -7740926.500000 Penalty: 3587.417236
	Iteration 51Q: 3 clusters Score -7740926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -7740928.000000 Penalty: 3587.417236
	Iteration 52Q: 3 clusters Score -7740928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -7740927.000000 Penalty: 3587.417236
	Iteration 53Q: 3 clusters Score -7740927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -7740927.500000 Penalty: 3587.417236
	Iteration 54Q: 3 clusters Score -7740928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -7740924.500000 Penalty: 3587.417236
	Iteration 55Q: 3 clusters Score -7740924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -7740925.000000 Penalty: 3587.417236
	Iteration 56Q: 3 clusters Score -7740925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -7740925.000000 Penalty: 3587.417236
	Iteration 57Q: 3 clusters Score -7740925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -7740925.000000 Penalty: 3587.417236
	Iteration 58F: 3 clusters Score -7740925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Entering Unmasked Estep 
Score: -4735046.500000 Penalty: 1713.891357
	Iteration 0F: 2 clusters Score -4735046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -4709587.000000 Penalty: 3427.782715
	Iteration 0F: 3 clusters Score -4709587 nChanged 17658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4719374.000000 Penalty: 3427.782715
	Iteration 1F: 3 clusters Score -4719374 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -4719900.500000 Penalty: 3427.782715
	Iteration 2Q: 3 clusters Score -4719900 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -4720491.000000 Penalty: 3427.782715
	Iteration 3Q: 3 clusters Score -4720491 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -4721178.000000 Penalty: 3427.782715
	Iteration 4Q: 3 clusters Score -4721178 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -4722031.000000 Penalty: 3427.782715
	Iteration 5Q: 3 clusters Score -4722031 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -4723046.000000 Penalty: 3427.782715
	Iteration 6F: 3 clusters Score -4723046 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -4724310.500000 Penalty: 3427.782715
	Iteration 7F: 3 clusters Score -4724310 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -4725750.500000 Penalty: 3427.782715
	Iteration 8F: 3 clusters Score -4725750 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -4727270.000000 Penalty: 3427.782715
	Iteration 9F: 3 clusters Score -4727270 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -4728450.500000 Penalty: 3427.782715
	Iteration 10F: 3 clusters Score -4728450 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -4729144.500000 Penalty: 3427.782715
	Iteration 11Q: 3 clusters Score -4729144 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -4729567.500000 Penalty: 3427.782715
	Iteration 12Q: 3 clusters Score -4729568 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -4729798.000000 Penalty: 3427.782715
	Iteration 13Q: 3 clusters Score -4729798 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -4729934.000000 Penalty: 3427.782715
	Iteration 14Q: 3 clusters Score -4729934 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -4730071.500000 Penalty: 3427.782715
	Iteration 15Q: 3 clusters Score -4730072 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -4730218.500000 Penalty: 3427.782715
	Iteration 16Q: 3 clusters Score -4730218 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -4730309.000000 Penalty: 3427.782715
	Iteration 17Q: 3 clusters Score -4730309 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -4730439.000000 Penalty: 3427.782715
	Iteration 18Q: 3 clusters Score -4730439 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -4730574.000000 Penalty: 3427.782715
	Iteration 19Q: 3 clusters Score -4730574 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -4730730.500000 Penalty: 3427.782715
	Iteration 20F: 3 clusters Score -4730730 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -4730875.000000 Penalty: 3427.782715
	Iteration 21Q: 3 clusters Score -4730875 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -4731015.500000 Penalty: 3427.782715
	Iteration 22Q: 3 clusters Score -4731016 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -4731152.000000 Penalty: 3427.782715
	Iteration 23Q: 3 clusters Score -4731152 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -4731288.500000 Penalty: 3427.782715
	Iteration 24Q: 3 clusters Score -4731288 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -4731400.500000 Penalty: 3427.782715
	Iteration 25Q: 3 clusters Score -4731400 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -4731511.500000 Penalty: 3427.782715
	Iteration 26Q: 3 clusters Score -4731512 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -4731608.500000 Penalty: 3427.782715
	Iteration 27Q: 3 clusters Score -4731608 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -4731702.500000 Penalty: 3427.782715
	Iteration 28Q: 3 clusters Score -4731702 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -4731795.000000 Penalty: 3427.782715
	Iteration 29Q: 3 clusters Score -4731795 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -4731876.500000 Penalty: 3427.782715
	Iteration 30Q: 3 clusters Score -4731876 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -4731947.500000 Penalty: 3427.782715
	Iteration 31Q: 3 clusters Score -4731948 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -4732047.000000 Penalty: 3427.782715
	Iteration 32Q: 3 clusters Score -4732047 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -4732137.500000 Penalty: 3427.782715
	Iteration 33Q: 3 clusters Score -4732138 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -4732211.000000 Penalty: 3427.782715
	Iteration 34Q: 3 clusters Score -4732211 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -4732285.500000 Penalty: 3427.782715
	Iteration 35Q: 3 clusters Score -4732286 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -4732377.500000 Penalty: 3427.782715
	Iteration 36Q: 3 clusters Score -4732378 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -4732444.000000 Penalty: 3427.782715
	Iteration 37Q: 3 clusters Score -4732444 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -4732509.000000 Penalty: 3427.782715
	Iteration 38Q: 3 clusters Score -4732509 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -4732581.000000 Penalty: 3427.782715
	Iteration 39Q: 3 clusters Score -4732581 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -4732629.000000 Penalty: 3427.782715
	Iteration 40F: 3 clusters Score -4732629 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -4732734.000000 Penalty: 3427.782715
	Iteration 41Q: 3 clusters Score -4732734 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -4732806.500000 Penalty: 3427.782715
	Iteration 42Q: 3 clusters Score -4732806 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -4732854.000000 Penalty: 3427.782715
	Iteration 43Q: 3 clusters Score -4732854 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -4732918.000000 Penalty: 3427.782715
	Iteration 44Q: 3 clusters Score -4732918 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -4732987.000000 Penalty: 3427.782715
	Iteration 45Q: 3 clusters Score -4732987 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -4733057.000000 Penalty: 3427.782715
	Iteration 46Q: 3 clusters Score -4733057 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -4733147.500000 Penalty: 3427.782715
	Iteration 47Q: 3 clusters Score -4733148 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -4733212.000000 Penalty: 3427.782715
	Iteration 48Q: 3 clusters Score -4733212 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -4733285.000000 Penalty: 3427.782715
	Iteration 49Q: 3 clusters Score -4733285 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -4733344.000000 Penalty: 3427.782715
	Iteration 50Q: 3 clusters Score -4733344 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -4733416.500000 Penalty: 3427.782715
	Iteration 51Q: 3 clusters Score -4733416 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4733466.000000 Penalty: 3427.782715
	Iteration 52Q: 3 clusters Score -4733466 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4733497.500000 Penalty: 3427.782715
	Iteration 53Q: 3 clusters Score -4733498 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -4733546.000000 Penalty: 3427.782715
	Iteration 54Q: 3 clusters Score -4733546 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -4733569.000000 Penalty: 3427.782715
	Iteration 55Q: 3 clusters Score -4733569 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -4733594.000000 Penalty: 3427.782715
	Iteration 56Q: 3 clusters Score -4733594 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -4733623.000000 Penalty: 3427.782715
	Iteration 57Q: 3 clusters Score -4733623 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -4733653.000000 Penalty: 3427.782715
	Iteration 58Q: 3 clusters Score -4733653 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -4733672.000000 Penalty: 3427.782715
	Iteration 59Q: 3 clusters Score -4733672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -4733678.500000 Penalty: 3427.782715
	Iteration 60F: 3 clusters Score -4733678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -4733702.000000 Penalty: 3427.782715
	Iteration 61Q: 3 clusters Score -4733702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -4733717.000000 Penalty: 3427.782715
	Iteration 62Q: 3 clusters Score -4733717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -4733722.500000 Penalty: 3427.782715
	Iteration 63Q: 3 clusters Score -4733722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -4733727.000000 Penalty: 3427.782715
	Iteration 64Q: 3 clusters Score -4733727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -4733740.500000 Penalty: 3427.782715
	Iteration 65Q: 3 clusters Score -4733740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -4733763.500000 Penalty: 3427.782715
	Iteration 66Q: 3 clusters Score -4733764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -4733766.500000 Penalty: 3427.782715
	Iteration 67Q: 3 clusters Score -4733766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -4733785.500000 Penalty: 3427.782715
	Iteration 68Q: 3 clusters Score -4733786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -4733788.000000 Penalty: 3427.782715
	Iteration 69Q: 3 clusters Score -4733788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -4733792.500000 Penalty: 3427.782715
	Iteration 70Q: 3 clusters Score -4733792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -4733799.500000 Penalty: 3427.782715
	Iteration 71Q: 3 clusters Score -4733800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -4733803.000000 Penalty: 3427.782715
	Iteration 72Q: 3 clusters Score -4733803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -4733802.000000 Penalty: 3427.782715
	Iteration 73Q: 3 clusters Score -4733802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -4733817.000000 Penalty: 3427.782715
	Iteration 74Q: 3 clusters Score -4733817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -4733819.500000 Penalty: 3427.782715
	Iteration 75Q: 3 clusters Score -4733820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -4733818.500000 Penalty: 3427.782715
	Iteration 76Q: 3 clusters Score -4733818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -4733835.000000 Penalty: 3427.782715
	Iteration 77Q: 3 clusters Score -4733835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -4733840.000000 Penalty: 3427.782715
	Iteration 78Q: 3 clusters Score -4733840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -4733838.500000 Penalty: 3427.782715
	Iteration 79Q: 3 clusters Score -4733838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -4733837.000000 Penalty: 3427.782715
	Iteration 80F: 3 clusters Score -4733837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -4733840.500000 Penalty: 3427.782715
	Iteration 81Q: 3 clusters Score -4733840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -4733840.500000 Penalty: 3427.782715
	Iteration 82F: 3 clusters Score -4733840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Entering Unmasked Estep 
Score: -462129.125000 Penalty: 1332.769775
	Iteration 0F: 2 clusters Score -462129.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -458993.437500 Penalty: 2665.539551
	Iteration 0F: 3 clusters Score -458993.4 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -459770.406250 Penalty: 2665.539551
	Iteration 1F: 3 clusters Score -459770.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -459920.812500 Penalty: 2665.539551
	Iteration 2F: 3 clusters Score -459920.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -460000.250000 Penalty: 2665.539551
	Iteration 3Q: 3 clusters Score -460000.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -460056.937500 Penalty: 2665.539551
	Iteration 4Q: 3 clusters Score -460056.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -460098.343750 Penalty: 2665.539551
	Iteration 5Q: 3 clusters Score -460098.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -460137.812500 Penalty: 2665.539551
	Iteration 6Q: 3 clusters Score -460137.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -460160.000000 Penalty: 2665.539551
	Iteration 7Q: 3 clusters Score -460160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -460174.406250 Penalty: 2665.539551
	Iteration 8Q: 3 clusters Score -460174.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -460185.687500 Penalty: 2665.539551
	Iteration 9Q: 3 clusters Score -460185.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -460195.687500 Penalty: 2665.539551
	Iteration 10Q: 3 clusters Score -460195.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -460207.187500 Penalty: 2665.539551
	Iteration 11Q: 3 clusters Score -460207.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -460217.312500 Penalty: 2665.539551
	Iteration 12Q: 3 clusters Score -460217.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -460227.125000 Penalty: 2665.539551
	Iteration 13Q: 3 clusters Score -460227.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -460237.281250 Penalty: 2665.539551
	Iteration 14Q: 3 clusters Score -460237.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -460239.781250 Penalty: 2665.539551
	Iteration 15Q: 3 clusters Score -460239.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -460243.312500 Penalty: 2665.539551
	Iteration 16Q: 3 clusters Score -460243.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -460245.906250 Penalty: 2665.539551
	Iteration 17Q: 3 clusters Score -460245.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -460248.187500 Penalty: 2665.539551
	Iteration 18Q: 3 clusters Score -460248.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -460249.906250 Penalty: 2665.539551
	Iteration 19Q: 3 clusters Score -460249.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -460251.000000 Penalty: 2665.539551
	Iteration 20F: 3 clusters Score -460251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -460251.843750 Penalty: 2665.539551
	Iteration 21Q: 3 clusters Score -460251.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -460253.500000 Penalty: 2665.539551
	Iteration 22Q: 3 clusters Score -460253.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -460255.562500 Penalty: 2665.539551
	Iteration 23Q: 3 clusters Score -460255.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -460256.437500 Penalty: 2665.539551
	Iteration 24Q: 3 clusters Score -460256.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -460257.906250 Penalty: 2665.539551
	Iteration 25Q: 3 clusters Score -460257.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -460258.343750 Penalty: 2665.539551
	Iteration 26Q: 3 clusters Score -460258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -460259.093750 Penalty: 2665.539551
	Iteration 27Q: 3 clusters Score -460259.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -460259.937500 Penalty: 2665.539551
	Iteration 28Q: 3 clusters Score -460259.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -460260.156250 Penalty: 2665.539551
	Iteration 29Q: 3 clusters Score -460260.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -460261.937500 Penalty: 2665.539551
	Iteration 30Q: 3 clusters Score -460261.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -460263.718750 Penalty: 2665.539551
	Iteration 31Q: 3 clusters Score -460263.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -460267.968750 Penalty: 2665.539551
	Iteration 32Q: 3 clusters Score -460268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -460269.781250 Penalty: 2665.539551
	Iteration 33Q: 3 clusters Score -460269.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -460272.281250 Penalty: 2665.539551
	Iteration 34Q: 3 clusters Score -460272.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -460273.281250 Penalty: 2665.539551
	Iteration 35Q: 3 clusters Score -460273.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -460273.531250 Penalty: 2665.539551
	Iteration 36Q: 3 clusters Score -460273.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -460274.343750 Penalty: 2665.539551
	Iteration 37Q: 3 clusters Score -460274.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -460274.125000 Penalty: 2665.539551
	Iteration 38Q: 3 clusters Score -460274.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -460274.843750 Penalty: 2665.539551
	Iteration 39Q: 3 clusters Score -460274.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -460274.906250 Penalty: 2665.539551
	Iteration 40F: 3 clusters Score -460274.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -460275.625000 Penalty: 2665.539551
	Iteration 41Q: 3 clusters Score -460275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -460275.593750 Penalty: 2665.539551
	Iteration 42Q: 3 clusters Score -460275.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -460276.406250 Penalty: 2665.539551
	Iteration 43Q: 3 clusters Score -460276.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -460276.406250 Penalty: 2665.539551
	Iteration 44F: 3 clusters Score -460276.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94730 members 
Entering Unmasked Estep 
Score: -11726321.000000 Penalty: 1862.052734
	Iteration 0F: 2 clusters Score -1.172632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -11665100.000000 Penalty: 3724.105469
	Iteration 0F: 3 clusters Score -1.16651e+07 nChanged 45281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -11691425.000000 Penalty: 3724.105469
	Iteration 1F: 3 clusters Score -1.169142e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -11692554.000000 Penalty: 3724.105469
	Iteration 2Q: 3 clusters Score -1.169255e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -11694212.000000 Penalty: 3724.105469
	Iteration 3Q: 3 clusters Score -1.169421e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -11697033.000000 Penalty: 3724.105469
	Iteration 4F: 3 clusters Score -1.169703e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70163 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -11701673.000000 Penalty: 3724.105469
	Iteration 5F: 3 clusters Score -1.170167e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -11707794.000000 Penalty: 3724.105469
	Iteration 6F: 3 clusters Score -1.170779e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83556 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -11713673.000000 Penalty: 3724.105469
	Iteration 7F: 3 clusters Score -1.171367e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87998 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -11717898.000000 Penalty: 3724.105469
	Iteration 8Q: 3 clusters Score -1.17179e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90629 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -11721073.000000 Penalty: 3724.105469
	Iteration 9Q: 3 clusters Score -1.172107e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92242 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -11722916.000000 Penalty: 3724.105469
	Iteration 10Q: 3 clusters Score -1.172292e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93244 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11723852.000000 Penalty: 3724.105469
	Iteration 11Q: 3 clusters Score -1.172385e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93804 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -11724262.000000 Penalty: 3724.105469
	Iteration 12Q: 3 clusters Score -1.172426e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -11724473.000000 Penalty: 3724.105469
	Iteration 13Q: 3 clusters Score -1.172447e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94236 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11724587.000000 Penalty: 3724.105469
	Iteration 14Q: 3 clusters Score -1.172459e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94312 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -11724640.000000 Penalty: 3724.105469
	Iteration 15Q: 3 clusters Score -1.172464e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94354 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -11724680.000000 Penalty: 3724.105469
	Iteration 16Q: 3 clusters Score -1.172468e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94391 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -11724706.000000 Penalty: 3724.105469
	Iteration 17Q: 3 clusters Score -1.172471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94414 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -11724725.000000 Penalty: 3724.105469
	Iteration 18Q: 3 clusters Score -1.172472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94428 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -11724739.000000 Penalty: 3724.105469
	Iteration 19Q: 3 clusters Score -1.172474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94436 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -11724743.000000 Penalty: 3724.105469
	Iteration 20F: 3 clusters Score -1.172474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94440 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -11724757.000000 Penalty: 3724.105469
	Iteration 21Q: 3 clusters Score -1.172476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94443 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -11724761.000000 Penalty: 3724.105469
	Iteration 22Q: 3 clusters Score -1.172476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94448 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -11724751.000000 Penalty: 3724.105469
	Iteration 23Q: 3 clusters Score -1.172475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94453 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -11724757.000000 Penalty: 3724.105469
	Iteration 24Q: 3 clusters Score -1.172476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94455 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -11724762.000000 Penalty: 3724.105469
	Iteration 25Q: 3 clusters Score -1.172476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94455 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -11724770.000000 Penalty: 3724.105469
	Iteration 26Q: 3 clusters Score -1.172477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94456 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11724766.000000 Penalty: 3724.105469
	Iteration 27Q: 3 clusters Score -1.172477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94457 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -11724770.000000 Penalty: 3724.105469
	Iteration 28Q: 3 clusters Score -1.172477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94457 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -11724770.000000 Penalty: 3724.105469
	Iteration 29F: 3 clusters Score -1.172477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Entering Unmasked Estep 
Score: -1884771.375000 Penalty: 1566.676147
	Iteration 0F: 2 clusters Score -1884771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1874105.000000 Penalty: 3133.352295
	Iteration 0F: 3 clusters Score -1874105 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1877627.875000 Penalty: 3133.352295
	Iteration 1F: 3 clusters Score -1877628 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1877861.750000 Penalty: 3133.352295
	Iteration 2Q: 3 clusters Score -1877862 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1878049.750000 Penalty: 3133.352295
	Iteration 3Q: 3 clusters Score -1878050 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1878221.625000 Penalty: 3133.352295
	Iteration 4Q: 3 clusters Score -1878222 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1878370.875000 Penalty: 3133.352295
	Iteration 5Q: 3 clusters Score -1878371 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1878509.750000 Penalty: 3133.352295
	Iteration 6Q: 3 clusters Score -1878510 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1878645.750000 Penalty: 3133.352295
	Iteration 7Q: 3 clusters Score -1878646 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1878766.000000 Penalty: 3133.352295
	Iteration 8Q: 3 clusters Score -1878766 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1878895.750000 Penalty: 3133.352295
	Iteration 9Q: 3 clusters Score -1878896 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1879048.375000 Penalty: 3133.352295
	Iteration 10Q: 3 clusters Score -1879048 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1879262.250000 Penalty: 3133.352295
	Iteration 11Q: 3 clusters Score -1879262 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1879576.000000 Penalty: 3133.352295
	Iteration 12Q: 3 clusters Score -1879576 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1879971.875000 Penalty: 3133.352295
	Iteration 13Q: 3 clusters Score -1879972 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1880469.750000 Penalty: 3133.352295
	Iteration 14Q: 3 clusters Score -1880470 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1880906.875000 Penalty: 3133.352295
	Iteration 15Q: 3 clusters Score -1880907 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1881288.625000 Penalty: 3133.352295
	Iteration 16Q: 3 clusters Score -1881289 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1881591.125000 Penalty: 3133.352295
	Iteration 17Q: 3 clusters Score -1881591 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1881841.750000 Penalty: 3133.352295
	Iteration 18Q: 3 clusters Score -1881842 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1882028.125000 Penalty: 3133.352295
	Iteration 19Q: 3 clusters Score -1882028 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1882185.375000 Penalty: 3133.352295
	Iteration 20F: 3 clusters Score -1882185 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1882329.000000 Penalty: 3133.352295
	Iteration 21Q: 3 clusters Score -1882329 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1882476.500000 Penalty: 3133.352295
	Iteration 22Q: 3 clusters Score -1882476 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1882650.500000 Penalty: 3133.352295
	Iteration 23Q: 3 clusters Score -1882650 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1882783.875000 Penalty: 3133.352295
	Iteration 24Q: 3 clusters Score -1882784 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1882874.875000 Penalty: 3133.352295
	Iteration 25Q: 3 clusters Score -1882875 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1882973.250000 Penalty: 3133.352295
	Iteration 26Q: 3 clusters Score -1882973 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1883067.625000 Penalty: 3133.352295
	Iteration 27Q: 3 clusters Score -1883068 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1883136.375000 Penalty: 3133.352295
	Iteration 28Q: 3 clusters Score -1883136 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1883194.125000 Penalty: 3133.352295
	Iteration 29Q: 3 clusters Score -1883194 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -1883242.625000 Penalty: 3133.352295
	Iteration 30Q: 3 clusters Score -1883243 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1883277.625000 Penalty: 3133.352295
	Iteration 31Q: 3 clusters Score -1883278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1883310.750000 Penalty: 3133.352295
	Iteration 32Q: 3 clusters Score -1883311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1883332.875000 Penalty: 3133.352295
	Iteration 33Q: 3 clusters Score -1883333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1883350.000000 Penalty: 3133.352295
	Iteration 34Q: 3 clusters Score -1883350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1883358.000000 Penalty: 3133.352295
	Iteration 35Q: 3 clusters Score -1883358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1883363.250000 Penalty: 3133.352295
	Iteration 36Q: 3 clusters Score -1883363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1883378.875000 Penalty: 3133.352295
	Iteration 37Q: 3 clusters Score -1883379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1883395.000000 Penalty: 3133.352295
	Iteration 38Q: 3 clusters Score -1883395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1883404.375000 Penalty: 3133.352295
	Iteration 39Q: 3 clusters Score -1883404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1883409.125000 Penalty: 3133.352295
	Iteration 40F: 3 clusters Score -1883409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1883417.625000 Penalty: 3133.352295
	Iteration 41Q: 3 clusters Score -1883418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1883421.500000 Penalty: 3133.352295
	Iteration 42Q: 3 clusters Score -1883422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1883421.500000 Penalty: 3133.352295
	Iteration 43F: 3 clusters Score -1883422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Entering Unmasked Estep 
Score: -378743.781250 Penalty: 1303.240479
	Iteration 0F: 2 clusters Score -378743.8 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 1519 members 
Entering Unmasked Estep 
Score: -375968.375000 Penalty: 2606.480957
	Iteration 0F: 3 clusters Score -375968.4 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -376603.375000 Penalty: 2606.480957
	Iteration 1F: 3 clusters Score -376603.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -376754.937500 Penalty: 2606.480957
	Iteration 2F: 3 clusters Score -376754.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -376844.281250 Penalty: 2606.480957
	Iteration 3F: 3 clusters Score -376844.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -376917.218750 Penalty: 2606.480957
	Iteration 4Q: 3 clusters Score -376917.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -376973.781250 Penalty: 2606.480957
	Iteration 5Q: 3 clusters Score -376973.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -377013.343750 Penalty: 2606.480957
	Iteration 6Q: 3 clusters Score -377013.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -377043.531250 Penalty: 2606.480957
	Iteration 7Q: 3 clusters Score -377043.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -377072.531250 Penalty: 2606.480957
	Iteration 8Q: 3 clusters Score -377072.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -377113.437500 Penalty: 2606.480957
	Iteration 9Q: 3 clusters Score -377113.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -377148.218750 Penalty: 2606.480957
	Iteration 10Q: 3 clusters Score -377148.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -377176.000000 Penalty: 2606.480957
	Iteration 11Q: 3 clusters Score -377176 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -377204.406250 Penalty: 2606.480957
	Iteration 12Q: 3 clusters Score -377204.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -377231.312500 Penalty: 2606.480957
	Iteration 13Q: 3 clusters Score -377231.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -377252.562500 Penalty: 2606.480957
	Iteration 14Q: 3 clusters Score -377252.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -377278.187500 Penalty: 2606.480957
	Iteration 15Q: 3 clusters Score -377278.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -377310.718750 Penalty: 2606.480957
	Iteration 16Q: 3 clusters Score -377310.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -377343.906250 Penalty: 2606.480957
	Iteration 17Q: 3 clusters Score -377343.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -377369.125000 Penalty: 2606.480957
	Iteration 18Q: 3 clusters Score -377369.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -377388.906250 Penalty: 2606.480957
	Iteration 19Q: 3 clusters Score -377388.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -377406.500000 Penalty: 2606.480957
	Iteration 20F: 3 clusters Score -377406.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -377419.375000 Penalty: 2606.480957
	Iteration 21Q: 3 clusters Score -377419.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -377428.187500 Penalty: 2606.480957
	Iteration 22Q: 3 clusters Score -377428.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -377438.781250 Penalty: 2606.480957
	Iteration 23Q: 3 clusters Score -377438.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -377446.812500 Penalty: 2606.480957
	Iteration 24Q: 3 clusters Score -377446.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -377451.781250 Penalty: 2606.480957
	Iteration 25Q: 3 clusters Score -377451.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -377462.562500 Penalty: 2606.480957
	Iteration 26Q: 3 clusters Score -377462.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -377472.687500 Penalty: 2606.480957
	Iteration 27Q: 3 clusters Score -377472.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -377485.625000 Penalty: 2606.480957
	Iteration 28Q: 3 clusters Score -377485.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -377496.125000 Penalty: 2606.480957
	Iteration 29Q: 3 clusters Score -377496.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -377503.875000 Penalty: 2606.480957
	Iteration 30Q: 3 clusters Score -377503.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -377509.406250 Penalty: 2606.480957
	Iteration 31Q: 3 clusters Score -377509.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -377518.312500 Penalty: 2606.480957
	Iteration 32Q: 3 clusters Score -377518.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -377526.218750 Penalty: 2606.480957
	Iteration 33Q: 3 clusters Score -377526.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -377535.562500 Penalty: 2606.480957
	Iteration 34Q: 3 clusters Score -377535.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -377554.656250 Penalty: 2606.480957
	Iteration 35Q: 3 clusters Score -377554.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -377567.812500 Penalty: 2606.480957
	Iteration 36Q: 3 clusters Score -377567.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -377571.781250 Penalty: 2606.480957
	Iteration 37Q: 3 clusters Score -377571.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -377579.562500 Penalty: 2606.480957
	Iteration 38Q: 3 clusters Score -377579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -377583.750000 Penalty: 2606.480957
	Iteration 39Q: 3 clusters Score -377583.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -377590.218750 Penalty: 2606.480957
	Iteration 40F: 3 clusters Score -377590.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -377594.687500 Penalty: 2606.480957
	Iteration 41Q: 3 clusters Score -377594.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -377603.218750 Penalty: 2606.480957
	Iteration 42Q: 3 clusters Score -377603.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -377611.656250 Penalty: 2606.480957
	Iteration 43Q: 3 clusters Score -377611.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -377613.656250 Penalty: 2606.480957
	Iteration 44Q: 3 clusters Score -377613.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -377616.375000 Penalty: 2606.480957
	Iteration 45Q: 3 clusters Score -377616.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -377621.593750 Penalty: 2606.480957
	Iteration 46Q: 3 clusters Score -377621.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -377625.500000 Penalty: 2606.480957
	Iteration 47Q: 3 clusters Score -377625.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -377628.218750 Penalty: 2606.480957
	Iteration 48Q: 3 clusters Score -377628.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -377631.031250 Penalty: 2606.480957
	Iteration 49Q: 3 clusters Score -377631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -377633.937500 Penalty: 2606.480957
	Iteration 50Q: 3 clusters Score -377633.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -377641.125000 Penalty: 2606.480957
	Iteration 51Q: 3 clusters Score -377641.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -377647.437500 Penalty: 2606.480957
	Iteration 52Q: 3 clusters Score -377647.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -377649.156250 Penalty: 2606.480957
	Iteration 53Q: 3 clusters Score -377649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -377650.468750 Penalty: 2606.480957
	Iteration 54Q: 3 clusters Score -377650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -377651.156250 Penalty: 2606.480957
	Iteration 55Q: 3 clusters Score -377651.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -377651.156250 Penalty: 2606.480957
	Iteration 56F: 3 clusters Score -377651.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -152692.312500 Penalty: 1171.397583
	Iteration 0F: 2 clusters Score -152692.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -151063.468750 Penalty: 2342.795166
	Iteration 0F: 3 clusters Score -151063.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -151396.531250 Penalty: 2342.795166
	Iteration 1F: 3 clusters Score -151396.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -151518.750000 Penalty: 2342.795166
	Iteration 2F: 3 clusters Score -151518.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -151598.468750 Penalty: 2342.795166
	Iteration 3F: 3 clusters Score -151598.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -151656.218750 Penalty: 2342.795166
	Iteration 4Q: 3 clusters Score -151656.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -151702.187500 Penalty: 2342.795166
	Iteration 5Q: 3 clusters Score -151702.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -151790.218750 Penalty: 2342.795166
	Iteration 6Q: 3 clusters Score -151790.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -151935.500000 Penalty: 2342.795166
	Iteration 7F: 3 clusters Score -151935.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -152100.468750 Penalty: 2342.795166
	Iteration 8F: 3 clusters Score -152100.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -152236.187500 Penalty: 2342.795166
	Iteration 9F: 3 clusters Score -152236.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -152299.484375 Penalty: 2342.795166
	Iteration 10Q: 3 clusters Score -152299.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -152336.437500 Penalty: 2342.795166
	Iteration 11Q: 3 clusters Score -152336.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -152368.593750 Penalty: 2342.795166
	Iteration 12Q: 3 clusters Score -152368.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -152389.046875 Penalty: 2342.795166
	Iteration 13Q: 3 clusters Score -152389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -152404.828125 Penalty: 2342.795166
	Iteration 14Q: 3 clusters Score -152404.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -152418.765625 Penalty: 2342.795166
	Iteration 15Q: 3 clusters Score -152418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -152421.906250 Penalty: 2342.795166
	Iteration 16Q: 3 clusters Score -152421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -152426.593750 Penalty: 2342.795166
	Iteration 17Q: 3 clusters Score -152426.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -152428.625000 Penalty: 2342.795166
	Iteration 18Q: 3 clusters Score -152428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -152430.265625 Penalty: 2342.795166
	Iteration 19Q: 3 clusters Score -152430.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -152431.421875 Penalty: 2342.795166
	Iteration 20F: 3 clusters Score -152431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -152432.171875 Penalty: 2342.795166
	Iteration 21Q: 3 clusters Score -152432.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -152432.171875 Penalty: 2342.795166
	Iteration 22F: 3 clusters Score -152432.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Entering Unmasked Estep 
Score: -110907.937500 Penalty: 1111.414917
	Iteration 0F: 2 clusters Score -110907.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -109523.906250 Penalty: 2222.829834
	Iteration 0F: 3 clusters Score -109523.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -109757.390625 Penalty: 2222.829834
	Iteration 1F: 3 clusters Score -109757.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -109886.632812 Penalty: 2222.829834
	Iteration 2F: 3 clusters Score -109886.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -109972.000000 Penalty: 2222.829834
	Iteration 3F: 3 clusters Score -109972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -110073.281250 Penalty: 2222.829834
	Iteration 4F: 3 clusters Score -110073.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -110190.359375 Penalty: 2222.829834
	Iteration 5F: 3 clusters Score -110190.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -110316.289062 Penalty: 2222.829834
	Iteration 6F: 3 clusters Score -110316.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -110427.046875 Penalty: 2222.829834
	Iteration 7Q: 3 clusters Score -110427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -110517.218750 Penalty: 2222.829834
	Iteration 8Q: 3 clusters Score -110517.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -110602.273438 Penalty: 2222.829834
	Iteration 9Q: 3 clusters Score -110602.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -110680.906250 Penalty: 2222.829834
	Iteration 10Q: 3 clusters Score -110680.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -110723.617188 Penalty: 2222.829834
	Iteration 11Q: 3 clusters Score -110723.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -110731.828125 Penalty: 2222.829834
	Iteration 12Q: 3 clusters Score -110731.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -110733.046875 Penalty: 2222.829834
	Iteration 13Q: 3 clusters Score -110733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -110734.515625 Penalty: 2222.829834
	Iteration 14Q: 3 clusters Score -110734.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -110734.515625 Penalty: 2222.829834
	Iteration 15F: 3 clusters Score -110734.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Entering Unmasked Estep 
Score: -2032185.750000 Penalty: 1583.251099
	Iteration 0F: 2 clusters Score -2032186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2020553.375000 Penalty: 3166.502197
	Iteration 0F: 3 clusters Score -2020553 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2024716.500000 Penalty: 3166.502197
	Iteration 1F: 3 clusters Score -2024716 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2025077.375000 Penalty: 3166.502197
	Iteration 2F: 3 clusters Score -2025077 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2025376.500000 Penalty: 3166.502197
	Iteration 3Q: 3 clusters Score -2025376 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2025635.750000 Penalty: 3166.502197
	Iteration 4Q: 3 clusters Score -2025636 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2025937.625000 Penalty: 3166.502197
	Iteration 5Q: 3 clusters Score -2025938 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2026278.625000 Penalty: 3166.502197
	Iteration 6Q: 3 clusters Score -2026279 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2026705.125000 Penalty: 3166.502197
	Iteration 7Q: 3 clusters Score -2026705 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2027152.875000 Penalty: 3166.502197
	Iteration 8F: 3 clusters Score -2027153 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2027599.000000 Penalty: 3166.502197
	Iteration 9Q: 3 clusters Score -2027599 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2028062.750000 Penalty: 3166.502197
	Iteration 10Q: 3 clusters Score -2028063 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2028428.875000 Penalty: 3166.502197
	Iteration 11Q: 3 clusters Score -2028429 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2028754.500000 Penalty: 3166.502197
	Iteration 12Q: 3 clusters Score -2028754 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2029045.500000 Penalty: 3166.502197
	Iteration 13Q: 3 clusters Score -2029046 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2029343.125000 Penalty: 3166.502197
	Iteration 14Q: 3 clusters Score -2029343 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2029676.250000 Penalty: 3166.502197
	Iteration 15Q: 3 clusters Score -2029676 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2029937.375000 Penalty: 3166.502197
	Iteration 16Q: 3 clusters Score -2029937 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2030188.500000 Penalty: 3166.502197
	Iteration 17Q: 3 clusters Score -2030188 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2030386.125000 Penalty: 3166.502197
	Iteration 18Q: 3 clusters Score -2030386 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2030524.000000 Penalty: 3166.502197
	Iteration 19Q: 3 clusters Score -2030524 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2030635.875000 Penalty: 3166.502197
	Iteration 20F: 3 clusters Score -2030636 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2030710.875000 Penalty: 3166.502197
	Iteration 21Q: 3 clusters Score -2030711 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2030752.125000 Penalty: 3166.502197
	Iteration 22Q: 3 clusters Score -2030752 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2030783.000000 Penalty: 3166.502197
	Iteration 23Q: 3 clusters Score -2030783 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2030821.375000 Penalty: 3166.502197
	Iteration 24Q: 3 clusters Score -2030821 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2030851.125000 Penalty: 3166.502197
	Iteration 25Q: 3 clusters Score -2030851 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2030866.500000 Penalty: 3166.502197
	Iteration 26Q: 3 clusters Score -2030866 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2030889.000000 Penalty: 3166.502197
	Iteration 27Q: 3 clusters Score -2030889 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2030898.250000 Penalty: 3166.502197
	Iteration 28Q: 3 clusters Score -2030898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2030912.625000 Penalty: 3166.502197
	Iteration 29Q: 3 clusters Score -2030913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2030928.125000 Penalty: 3166.502197
	Iteration 30Q: 3 clusters Score -2030928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2030933.125000 Penalty: 3166.502197
	Iteration 31Q: 3 clusters Score -2030933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2030940.250000 Penalty: 3166.502197
	Iteration 32Q: 3 clusters Score -2030940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2030946.750000 Penalty: 3166.502197
	Iteration 33Q: 3 clusters Score -2030947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2030954.250000 Penalty: 3166.502197
	Iteration 34Q: 3 clusters Score -2030954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2030955.125000 Penalty: 3166.502197
	Iteration 35Q: 3 clusters Score -2030955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2030956.250000 Penalty: 3166.502197
	Iteration 36Q: 3 clusters Score -2030956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2030959.000000 Penalty: 3166.502197
	Iteration 37Q: 3 clusters Score -2030959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2030960.875000 Penalty: 3166.502197
	Iteration 38Q: 3 clusters Score -2030961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2030961.500000 Penalty: 3166.502197
	Iteration 39Q: 3 clusters Score -2030962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2030961.500000 Penalty: 3166.502197
	Iteration 40F: 3 clusters Score -2030962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2030962.125000 Penalty: 3166.502197
	Iteration 41Q: 3 clusters Score -2030962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2030963.875000 Penalty: 3166.502197
	Iteration 42Q: 3 clusters Score -2030964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2030964.500000 Penalty: 3166.502197
	Iteration 43Q: 3 clusters Score -2030964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2030964.375000 Penalty: 3166.502197
	Iteration 44Q: 3 clusters Score -2030964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2030962.250000 Penalty: 3166.502197
	Iteration 45Q: 3 clusters Score -2030962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2030961.000000 Penalty: 3166.502197
	Iteration 46Q: 3 clusters Score -2030961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2030968.500000 Penalty: 3166.502197
	Iteration 47Q: 3 clusters Score -2030968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2030972.500000 Penalty: 3166.502197
	Iteration 48Q: 3 clusters Score -2030972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2030977.000000 Penalty: 3166.502197
	Iteration 49Q: 3 clusters Score -2030977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2030975.875000 Penalty: 3166.502197
	Iteration 50Q: 3 clusters Score -2030976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2030977.250000 Penalty: 3166.502197
	Iteration 51Q: 3 clusters Score -2030977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2030985.125000 Penalty: 3166.502197
	Iteration 52Q: 3 clusters Score -2030985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2030983.625000 Penalty: 3166.502197
	Iteration 53Q: 3 clusters Score -2030984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2030988.250000 Penalty: 3166.502197
	Iteration 54Q: 3 clusters Score -2030988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2030988.000000 Penalty: 3166.502197
	Iteration 55Q: 3 clusters Score -2030988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2030988.750000 Penalty: 3166.502197
	Iteration 56Q: 3 clusters Score -2030989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2030987.375000 Penalty: 3166.502197
	Iteration 57Q: 3 clusters Score -2030987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2030988.500000 Penalty: 3166.502197
	Iteration 58Q: 3 clusters Score -2030988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2030990.000000 Penalty: 3166.502197
	Iteration 59Q: 3 clusters Score -2030990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2030990.000000 Penalty: 3166.502197
	Iteration 60F: 3 clusters Score -2030990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Entering Unmasked Estep 
Score: -6931518.000000 Penalty: 1775.683960
	Iteration 0F: 2 clusters Score -6931518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -6894278.500000 Penalty: 3551.367920
	Iteration 0F: 3 clusters Score -6894278 nChanged 26355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -6909401.000000 Penalty: 3551.367920
	Iteration 1F: 3 clusters Score -6909401 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -6909911.000000 Penalty: 3551.367920
	Iteration 2Q: 3 clusters Score -6909911 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -6910505.500000 Penalty: 3551.367920
	Iteration 3Q: 3 clusters Score -6910506 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -6911297.000000 Penalty: 3551.367920
	Iteration 4Q: 3 clusters Score -6911297 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -6912532.500000 Penalty: 3551.367920
	Iteration 5Q: 3 clusters Score -6912532 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -6914676.500000 Penalty: 3551.367920
	Iteration 6F: 3 clusters Score -6914676 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -6917701.500000 Penalty: 3551.367920
	Iteration 7F: 3 clusters Score -6917702 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -6921285.500000 Penalty: 3551.367920
	Iteration 8F: 3 clusters Score -6921286 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -6924237.000000 Penalty: 3551.367920
	Iteration 9F: 3 clusters Score -6924237 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -6926223.500000 Penalty: 3551.367920
	Iteration 10Q: 3 clusters Score -6926224 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -6927504.000000 Penalty: 3551.367920
	Iteration 11Q: 3 clusters Score -6927504 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -6928356.000000 Penalty: 3551.367920
	Iteration 12Q: 3 clusters Score -6928356 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -6928960.500000 Penalty: 3551.367920
	Iteration 13Q: 3 clusters Score -6928960 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -6929286.000000 Penalty: 3551.367920
	Iteration 14Q: 3 clusters Score -6929286 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -6929517.000000 Penalty: 3551.367920
	Iteration 15Q: 3 clusters Score -6929517 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -6929656.500000 Penalty: 3551.367920
	Iteration 16Q: 3 clusters Score -6929656 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -6929760.000000 Penalty: 3551.367920
	Iteration 17Q: 3 clusters Score -6929760 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -6929818.000000 Penalty: 3551.367920
	Iteration 18Q: 3 clusters Score -6929818 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 54540 members 
Entering Unmasked Estep 
Score: -6929887.500000 Penalty: 3551.367920
	Iteration 19Q: 3 clusters Score -6929888 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -6929956.000000 Penalty: 3551.367920
	Iteration 20F: 3 clusters Score -6929956 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -6930014.000000 Penalty: 3551.367920
	Iteration 21Q: 3 clusters Score -6930014 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -6930058.500000 Penalty: 3551.367920
	Iteration 22Q: 3 clusters Score -6930058 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -6930077.500000 Penalty: 3551.367920
	Iteration 23Q: 3 clusters Score -6930078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 54877 members 
Entering Unmasked Estep 
Score: -6930097.000000 Penalty: 3551.367920
	Iteration 24Q: 3 clusters Score -6930097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 54909 members 
Entering Unmasked Estep 
Score: -6930107.000000 Penalty: 3551.367920
	Iteration 25Q: 3 clusters Score -6930107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -6930117.500000 Penalty: 3551.367920
	Iteration 26Q: 3 clusters Score -6930118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -6930125.500000 Penalty: 3551.367920
	Iteration 27Q: 3 clusters Score -6930126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -6930131.500000 Penalty: 3551.367920
	Iteration 28Q: 3 clusters Score -6930132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 54992 members 
Entering Unmasked Estep 
Score: -6930133.000000 Penalty: 3551.367920
	Iteration 29Q: 3 clusters Score -6930133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -6930132.000000 Penalty: 3551.367920
	Iteration 30Q: 3 clusters Score -6930132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -6930148.000000 Penalty: 3551.367920
	Iteration 31Q: 3 clusters Score -6930148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -6930143.000000 Penalty: 3551.367920
	Iteration 32Q: 3 clusters Score -6930143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -6930153.000000 Penalty: 3551.367920
	Iteration 33Q: 3 clusters Score -6930153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -6930153.500000 Penalty: 3551.367920
	Iteration 34Q: 3 clusters Score -6930154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -6930163.000000 Penalty: 3551.367920
	Iteration 35Q: 3 clusters Score -6930163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -6930174.000000 Penalty: 3551.367920
	Iteration 36Q: 3 clusters Score -6930174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -6930179.000000 Penalty: 3551.367920
	Iteration 37Q: 3 clusters Score -6930179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -6930178.000000 Penalty: 3551.367920
	Iteration 38Q: 3 clusters Score -6930178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -6930180.000000 Penalty: 3551.367920
	Iteration 39Q: 3 clusters Score -6930180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -6930177.000000 Penalty: 3551.367920
	Iteration 40F: 3 clusters Score -6930177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -6930183.000000 Penalty: 3551.367920
	Iteration 41Q: 3 clusters Score -6930183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -6930186.000000 Penalty: 3551.367920
	Iteration 42Q: 3 clusters Score -6930186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -6930186.000000 Penalty: 3551.367920
	Iteration 43F: 3 clusters Score -6930186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81599 members 
Mstep: Class 2 contains 42146 members 
Mstep: Class 3 contains 84969 members 
Mstep: Class 4 contains 46333 members 
Mstep: Class 5 contains 3447 members 
Mstep: Class 6 contains 70692 members 
Mstep: Class 7 contains 62206 members 
Mstep: Class 8 contains 38064 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 94730 members 
Mstep: Class 11 contains 15384 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17036 members 
Mstep: Class 19 contains 55675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573696.000000 Penalty: 34682.753906
Iteration 279Q: 17 clusters Score -7.55737e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81603 members 
Mstep: Class 2 contains 42149 members 
Mstep: Class 3 contains 84981 members 
Mstep: Class 4 contains 46331 members 
Mstep: Class 5 contains 3449 members 
Mstep: Class 6 contains 70689 members 
Mstep: Class 7 contains 62205 members 
Mstep: Class 8 contains 38066 members 
Mstep: Class 9 contains 3648 members 
Mstep: Class 10 contains 94721 members 
Mstep: Class 11 contains 15370 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17040 members 
Mstep: Class 19 contains 55676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573672.000000 Penalty: 34682.753906
Iteration 280F: 17 clusters Score -7.557367e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81613 members 
Mstep: Class 2 contains 42151 members 
Mstep: Class 3 contains 84982 members 
Mstep: Class 4 contains 46329 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70685 members 
Mstep: Class 7 contains 62208 members 
Mstep: Class 8 contains 38068 members 
Mstep: Class 9 contains 3648 members 
Mstep: Class 10 contains 94713 members 
Mstep: Class 11 contains 15352 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17048 members 
Mstep: Class 19 contains 55680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573584.000000 Penalty: 34682.753906
Iteration 281Q: 17 clusters Score -7.557358e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 42152 members 
Mstep: Class 3 contains 84983 members 
Mstep: Class 4 contains 46330 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70685 members 
Mstep: Class 7 contains 62213 members 
Mstep: Class 8 contains 38072 members 
Mstep: Class 9 contains 3649 members 
Mstep: Class 10 contains 94700 members 
Mstep: Class 11 contains 15333 members 
Mstep: Class 12 contains 3040 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17057 members 
Mstep: Class 19 contains 55683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573592.000000 Penalty: 34682.753906
Iteration 282Q: 17 clusters Score -7.557359e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81627 members 
Mstep: Class 2 contains 42152 members 
Mstep: Class 3 contains 84989 members 
Mstep: Class 4 contains 46331 members 
Mstep: Class 5 contains 3452 members 
Mstep: Class 6 contains 70680 members 
Mstep: Class 7 contains 62219 members 
Mstep: Class 8 contains 38074 members 
Mstep: Class 9 contains 3645 members 
Mstep: Class 10 contains 94690 members 
Mstep: Class 11 contains 15325 members 
Mstep: Class 12 contains 3038 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17064 members 
Mstep: Class 19 contains 55683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573624.000000 Penalty: 34682.753906
Iteration 283Q: 17 clusters Score -7.557362e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 42158 members 
Mstep: Class 3 contains 84990 members 
Mstep: Class 4 contains 46332 members 
Mstep: Class 5 contains 3451 members 
Mstep: Class 6 contains 70678 members 
Mstep: Class 7 contains 62219 members 
Mstep: Class 8 contains 38074 members 
Mstep: Class 9 contains 3641 members 
Mstep: Class 10 contains 94696 members 
Mstep: Class 11 contains 15308 members 
Mstep: Class 12 contains 3036 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17072 members 
Mstep: Class 19 contains 55682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573680.000000 Penalty: 34682.753906
Iteration 284Q: 17 clusters Score -7.557368e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 42162 members 
Mstep: Class 3 contains 84995 members 
Mstep: Class 4 contains 46333 members 
Mstep: Class 5 contains 3449 members 
Mstep: Class 6 contains 70681 members 
Mstep: Class 7 contains 62216 members 
Mstep: Class 8 contains 38072 members 
Mstep: Class 9 contains 3636 members 
Mstep: Class 10 contains 94703 members 
Mstep: Class 11 contains 15294 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17081 members 
Mstep: Class 19 contains 55685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573800.000000 Penalty: 34682.753906
Iteration 285Q: 17 clusters Score -7.55738e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81641 members 
Mstep: Class 2 contains 42163 members 
Mstep: Class 3 contains 85006 members 
Mstep: Class 4 contains 46331 members 
Mstep: Class 5 contains 3447 members 
Mstep: Class 6 contains 70680 members 
Mstep: Class 7 contains 62205 members 
Mstep: Class 8 contains 38066 members 
Mstep: Class 9 contains 3632 members 
Mstep: Class 10 contains 94710 members 
Mstep: Class 11 contains 15278 members 
Mstep: Class 12 contains 3030 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17091 members 
Mstep: Class 19 contains 55690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573784.000000 Penalty: 34682.753906
Iteration 286Q: 17 clusters Score -7.557378e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 42166 members 
Mstep: Class 3 contains 85024 members 
Mstep: Class 4 contains 46325 members 
Mstep: Class 5 contains 3444 members 
Mstep: Class 6 contains 70677 members 
Mstep: Class 7 contains 62203 members 
Mstep: Class 8 contains 38067 members 
Mstep: Class 9 contains 3629 members 
Mstep: Class 10 contains 94715 members 
Mstep: Class 11 contains 15264 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 1350 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17097 members 
Mstep: Class 19 contains 55691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573736.000000 Penalty: 34682.753906
Iteration 287Q: 17 clusters Score -7.557374e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 42176 members 
Mstep: Class 3 contains 85038 members 
Mstep: Class 4 contains 46321 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 70674 members 
Mstep: Class 7 contains 62206 members 
Mstep: Class 8 contains 38065 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 94713 members 
Mstep: Class 11 contains 15248 members 
Mstep: Class 12 contains 3023 members 
Mstep: Class 13 contains 1351 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17103 members 
Mstep: Class 19 contains 55689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573736.000000 Penalty: 34682.753906
Iteration 288Q: 17 clusters Score -7.557374e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81647 members 
Mstep: Class 2 contains 42180 members 
Mstep: Class 3 contains 85049 members 
Mstep: Class 4 contains 46317 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 70668 members 
Mstep: Class 7 contains 62212 members 
Mstep: Class 8 contains 38066 members 
Mstep: Class 9 contains 3627 members 
Mstep: Class 10 contains 94707 members 
Mstep: Class 11 contains 15224 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17114 members 
Mstep: Class 19 contains 55692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573736.000000 Penalty: 34682.753906
Iteration 289Q: 17 clusters Score -7.557374e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81649 members 
Mstep: Class 2 contains 42183 members 
Mstep: Class 3 contains 85054 members 
Mstep: Class 4 contains 46313 members 
Mstep: Class 5 contains 3441 members 
Mstep: Class 6 contains 70669 members 
Mstep: Class 7 contains 62217 members 
Mstep: Class 8 contains 38063 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 94705 members 
Mstep: Class 11 contains 15203 members 
Mstep: Class 12 contains 3021 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17128 members 
Mstep: Class 19 contains 55696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573672.000000 Penalty: 34682.753906
Iteration 290Q: 17 clusters Score -7.557367e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81655 members 
Mstep: Class 2 contains 42187 members 
Mstep: Class 3 contains 85054 members 
Mstep: Class 4 contains 46314 members 
Mstep: Class 5 contains 3438 members 
Mstep: Class 6 contains 70662 members 
Mstep: Class 7 contains 62219 members 
Mstep: Class 8 contains 38068 members 
Mstep: Class 9 contains 3622 members 
Mstep: Class 10 contains 94702 members 
Mstep: Class 11 contains 15173 members 
Mstep: Class 12 contains 3021 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17145 members 
Mstep: Class 19 contains 55708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573720.000000 Penalty: 34682.753906
Iteration 291Q: 17 clusters Score -7.557372e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81660 members 
Mstep: Class 2 contains 42191 members 
Mstep: Class 3 contains 85048 members 
Mstep: Class 4 contains 46312 members 
Mstep: Class 5 contains 3435 members 
Mstep: Class 6 contains 70651 members 
Mstep: Class 7 contains 62223 members 
Mstep: Class 8 contains 38072 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 94714 members 
Mstep: Class 11 contains 15134 members 
Mstep: Class 12 contains 3021 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17166 members 
Mstep: Class 19 contains 55716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573784.000000 Penalty: 34682.753906
Iteration 292Q: 17 clusters Score -7.557378e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81662 members 
Mstep: Class 2 contains 42195 members 
Mstep: Class 3 contains 85058 members 
Mstep: Class 4 contains 46311 members 
Mstep: Class 5 contains 3436 members 
Mstep: Class 6 contains 70642 members 
Mstep: Class 7 contains 62222 members 
Mstep: Class 8 contains 38073 members 
Mstep: Class 9 contains 3623 members 
Mstep: Class 10 contains 94712 members 
Mstep: Class 11 contains 15102 members 
Mstep: Class 12 contains 3021 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17187 members 
Mstep: Class 19 contains 55723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573712.000000 Penalty: 34682.753906
Iteration 293Q: 17 clusters Score -7.557371e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 42199 members 
Mstep: Class 3 contains 85061 members 
Mstep: Class 4 contains 46304 members 
Mstep: Class 5 contains 3437 members 
Mstep: Class 6 contains 70640 members 
Mstep: Class 7 contains 62220 members 
Mstep: Class 8 contains 38073 members 
Mstep: Class 9 contains 3625 members 
Mstep: Class 10 contains 94714 members 
Mstep: Class 11 contains 15077 members 
Mstep: Class 12 contains 3021 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17201 members 
Mstep: Class 19 contains 55730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573872.000000 Penalty: 34682.753906
Iteration 294Q: 17 clusters Score -7.557387e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81670 members 
Mstep: Class 2 contains 42201 members 
Mstep: Class 3 contains 85059 members 
Mstep: Class 4 contains 46295 members 
Mstep: Class 5 contains 3439 members 
Mstep: Class 6 contains 70640 members 
Mstep: Class 7 contains 62218 members 
Mstep: Class 8 contains 38075 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 94719 members 
Mstep: Class 11 contains 15041 members 
Mstep: Class 12 contains 3021 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17221 members 
Mstep: Class 19 contains 55742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573856.000000 Penalty: 34682.753906
Iteration 295Q: 17 clusters Score -7.557386e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 42207 members 
Mstep: Class 3 contains 85052 members 
Mstep: Class 4 contains 46288 members 
Mstep: Class 5 contains 3441 members 
Mstep: Class 6 contains 70639 members 
Mstep: Class 7 contains 62206 members 
Mstep: Class 8 contains 38077 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 94739 members 
Mstep: Class 11 contains 15015 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17236 members 
Mstep: Class 19 contains 55748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573736.000000 Penalty: 34682.753906
Iteration 296Q: 17 clusters Score -7.557374e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 42209 members 
Mstep: Class 3 contains 85048 members 
Mstep: Class 4 contains 46284 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 70639 members 
Mstep: Class 7 contains 62209 members 
Mstep: Class 8 contains 38074 members 
Mstep: Class 9 contains 3625 members 
Mstep: Class 10 contains 94752 members 
Mstep: Class 11 contains 14977 members 
Mstep: Class 12 contains 3019 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17252 members 
Mstep: Class 19 contains 55756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573784.000000 Penalty: 34682.753906
Iteration 297Q: 17 clusters Score -7.557378e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81684 members 
Mstep: Class 2 contains 42213 members 
Mstep: Class 3 contains 85045 members 
Mstep: Class 4 contains 46273 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 70634 members 
Mstep: Class 7 contains 62218 members 
Mstep: Class 8 contains 38076 members 
Mstep: Class 9 contains 3624 members 
Mstep: Class 10 contains 94768 members 
Mstep: Class 11 contains 14940 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17267 members 
Mstep: Class 19 contains 55758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573712.000000 Penalty: 34682.753906
Iteration 298Q: 17 clusters Score -7.557371e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81684 members 
Mstep: Class 2 contains 42214 members 
Mstep: Class 3 contains 85048 members 
Mstep: Class 4 contains 46265 members 
Mstep: Class 5 contains 3458 members 
Mstep: Class 6 contains 70629 members 
Mstep: Class 7 contains 62224 members 
Mstep: Class 8 contains 38078 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 94785 members 
Mstep: Class 11 contains 14904 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17279 members 
Mstep: Class 19 contains 55761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573648.000000 Penalty: 34682.753906
Iteration 299Q: 17 clusters Score -7.557365e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81689 members 
Mstep: Class 2 contains 42212 members 
Mstep: Class 3 contains 85033 members 
Mstep: Class 4 contains 46255 members 
Mstep: Class 5 contains 3463 members 
Mstep: Class 6 contains 70628 members 
Mstep: Class 7 contains 62221 members 
Mstep: Class 8 contains 38082 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 94817 members 
Mstep: Class 11 contains 14859 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17303 members 
Mstep: Class 19 contains 55767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573784.000000 Penalty: 34682.753906
Iteration 300F: 17 clusters Score -7.557378e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81697 members 
Mstep: Class 2 contains 42221 members 
Mstep: Class 3 contains 85022 members 
Mstep: Class 4 contains 46244 members 
Mstep: Class 5 contains 3466 members 
Mstep: Class 6 contains 70623 members 
Mstep: Class 7 contains 62227 members 
Mstep: Class 8 contains 38090 members 
Mstep: Class 9 contains 3622 members 
Mstep: Class 10 contains 94836 members 
Mstep: Class 11 contains 14785 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17338 members 
Mstep: Class 19 contains 55779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573928.000000 Penalty: 34682.753906
Iteration 301Q: 17 clusters Score -7.557393e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81704 members 
Mstep: Class 2 contains 42222 members 
Mstep: Class 3 contains 85019 members 
Mstep: Class 4 contains 46241 members 
Mstep: Class 5 contains 3474 members 
Mstep: Class 6 contains 70622 members 
Mstep: Class 7 contains 62225 members 
Mstep: Class 8 contains 38102 members 
Mstep: Class 9 contains 3622 members 
Mstep: Class 10 contains 94841 members 
Mstep: Class 11 contains 14719 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17365 members 
Mstep: Class 19 contains 55794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573832.000000 Penalty: 34682.753906
Iteration 302Q: 17 clusters Score -7.557383e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 42222 members 
Mstep: Class 3 contains 84997 members 
Mstep: Class 4 contains 46236 members 
Mstep: Class 5 contains 3481 members 
Mstep: Class 6 contains 70624 members 
Mstep: Class 7 contains 62228 members 
Mstep: Class 8 contains 38110 members 
Mstep: Class 9 contains 3621 members 
Mstep: Class 10 contains 94856 members 
Mstep: Class 11 contains 14657 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17397 members 
Mstep: Class 19 contains 55809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573792.000000 Penalty: 34682.753906
Iteration 303Q: 17 clusters Score -7.557379e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81718 members 
Mstep: Class 2 contains 42227 members 
Mstep: Class 3 contains 84989 members 
Mstep: Class 4 contains 46229 members 
Mstep: Class 5 contains 3495 members 
Mstep: Class 6 contains 70617 members 
Mstep: Class 7 contains 62225 members 
Mstep: Class 8 contains 38112 members 
Mstep: Class 9 contains 3619 members 
Mstep: Class 10 contains 94883 members 
Mstep: Class 11 contains 14585 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17427 members 
Mstep: Class 19 contains 55824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573688.000000 Penalty: 34682.753906
Iteration 304Q: 17 clusters Score -7.557369e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81717 members 
Mstep: Class 2 contains 42234 members 
Mstep: Class 3 contains 84974 members 
Mstep: Class 4 contains 46218 members 
Mstep: Class 5 contains 3515 members 
Mstep: Class 6 contains 70609 members 
Mstep: Class 7 contains 62235 members 
Mstep: Class 8 contains 38109 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 94907 members 
Mstep: Class 11 contains 14508 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 1352 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17475 members 
Mstep: Class 19 contains 55832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573752.000000 Penalty: 34682.753906
Iteration 305Q: 17 clusters Score -7.557375e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81723 members 
Mstep: Class 2 contains 42249 members 
Mstep: Class 3 contains 84954 members 
Mstep: Class 4 contains 46207 members 
Mstep: Class 5 contains 3524 members 
Mstep: Class 6 contains 70604 members 
Mstep: Class 7 contains 62244 members 
Mstep: Class 8 contains 38109 members 
Mstep: Class 9 contains 3611 members 
Mstep: Class 10 contains 94943 members 
Mstep: Class 11 contains 14427 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17512 members 
Mstep: Class 19 contains 55842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573744.000000 Penalty: 34682.753906
Iteration 306Q: 17 clusters Score -7.557374e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81722 members 
Mstep: Class 2 contains 42249 members 
Mstep: Class 3 contains 84944 members 
Mstep: Class 4 contains 46202 members 
Mstep: Class 5 contains 3535 members 
Mstep: Class 6 contains 70598 members 
Mstep: Class 7 contains 62246 members 
Mstep: Class 8 contains 38110 members 
Mstep: Class 9 contains 3607 members 
Mstep: Class 10 contains 95000 members 
Mstep: Class 11 contains 14350 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17541 members 
Mstep: Class 19 contains 55845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573752.000000 Penalty: 34682.753906
Iteration 307Q: 17 clusters Score -7.557375e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81718 members 
Mstep: Class 2 contains 42252 members 
Mstep: Class 3 contains 84948 members 
Mstep: Class 4 contains 46190 members 
Mstep: Class 5 contains 3549 members 
Mstep: Class 6 contains 70597 members 
Mstep: Class 7 contains 62248 members 
Mstep: Class 8 contains 38110 members 
Mstep: Class 9 contains 3607 members 
Mstep: Class 10 contains 95053 members 
Mstep: Class 11 contains 14256 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17575 members 
Mstep: Class 19 contains 55845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573760.000000 Penalty: 34682.753906
Iteration 308Q: 17 clusters Score -7.557376e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 42264 members 
Mstep: Class 3 contains 84955 members 
Mstep: Class 4 contains 46188 members 
Mstep: Class 5 contains 3548 members 
Mstep: Class 6 contains 70596 members 
Mstep: Class 7 contains 62246 members 
Mstep: Class 8 contains 38105 members 
Mstep: Class 9 contains 3607 members 
Mstep: Class 10 contains 95080 members 
Mstep: Class 11 contains 14150 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17622 members 
Mstep: Class 19 contains 55853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573848.000000 Penalty: 34682.753906
Iteration 309Q: 17 clusters Score -7.557385e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 42270 members 
Mstep: Class 3 contains 84946 members 
Mstep: Class 4 contains 46185 members 
Mstep: Class 5 contains 3557 members 
Mstep: Class 6 contains 70600 members 
Mstep: Class 7 contains 62259 members 
Mstep: Class 8 contains 38113 members 
Mstep: Class 9 contains 3607 members 
Mstep: Class 10 contains 95079 members 
Mstep: Class 11 contains 14047 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17671 members 
Mstep: Class 19 contains 55859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573896.000000 Penalty: 34682.753906
Iteration 310Q: 17 clusters Score -7.55739e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81768 members 
Mstep: Class 2 contains 42273 members 
Mstep: Class 3 contains 84957 members 
Mstep: Class 4 contains 46180 members 
Mstep: Class 5 contains 3564 members 
Mstep: Class 6 contains 70606 members 
Mstep: Class 7 contains 62260 members 
Mstep: Class 8 contains 38137 members 
Mstep: Class 9 contains 3605 members 
Mstep: Class 10 contains 95049 members 
Mstep: Class 11 contains 13955 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17719 members 
Mstep: Class 19 contains 55872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574032.000000 Penalty: 34682.753906
Iteration 311Q: 17 clusters Score -7.557403e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 42277 members 
Mstep: Class 3 contains 84970 members 
Mstep: Class 4 contains 46168 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 70602 members 
Mstep: Class 7 contains 62254 members 
Mstep: Class 8 contains 38157 members 
Mstep: Class 9 contains 3605 members 
Mstep: Class 10 contains 95032 members 
Mstep: Class 11 contains 13851 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17768 members 
Mstep: Class 19 contains 55886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573992.000000 Penalty: 34682.753906
Iteration 312Q: 17 clusters Score -7.557399e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81820 members 
Mstep: Class 2 contains 42272 members 
Mstep: Class 3 contains 84989 members 
Mstep: Class 4 contains 46164 members 
Mstep: Class 5 contains 3600 members 
Mstep: Class 6 contains 70602 members 
Mstep: Class 7 contains 62243 members 
Mstep: Class 8 contains 38165 members 
Mstep: Class 9 contains 3604 members 
Mstep: Class 10 contains 95012 members 
Mstep: Class 11 contains 13767 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17799 members 
Mstep: Class 19 contains 55908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573896.000000 Penalty: 34682.753906
Iteration 313Q: 17 clusters Score -7.55739e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81829 members 
Mstep: Class 2 contains 42278 members 
Mstep: Class 3 contains 85013 members 
Mstep: Class 4 contains 46152 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 70597 members 
Mstep: Class 7 contains 62237 members 
Mstep: Class 8 contains 38185 members 
Mstep: Class 9 contains 3603 members 
Mstep: Class 10 contains 95006 members 
Mstep: Class 11 contains 13678 members 
Mstep: Class 12 contains 3017 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17831 members 
Mstep: Class 19 contains 55922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574120.000000 Penalty: 34682.753906
Iteration 314Q: 17 clusters Score -7.557412e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81831 members 
Mstep: Class 2 contains 42286 members 
Mstep: Class 3 contains 85047 members 
Mstep: Class 4 contains 46139 members 
Mstep: Class 5 contains 3633 members 
Mstep: Class 6 contains 70586 members 
Mstep: Class 7 contains 62242 members 
Mstep: Class 8 contains 38193 members 
Mstep: Class 9 contains 3602 members 
Mstep: Class 10 contains 94999 members 
Mstep: Class 11 contains 13576 members 
Mstep: Class 12 contains 3017 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17875 members 
Mstep: Class 19 contains 55936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574216.000000 Penalty: 34682.753906
Iteration 315Q: 17 clusters Score -7.557422e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81832 members 
Mstep: Class 2 contains 42302 members 
Mstep: Class 3 contains 85089 members 
Mstep: Class 4 contains 46130 members 
Mstep: Class 5 contains 3644 members 
Mstep: Class 6 contains 70574 members 
Mstep: Class 7 contains 62239 members 
Mstep: Class 8 contains 38192 members 
Mstep: Class 9 contains 3601 members 
Mstep: Class 10 contains 95007 members 
Mstep: Class 11 contains 13462 members 
Mstep: Class 12 contains 3017 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17920 members 
Mstep: Class 19 contains 55951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574208.000000 Penalty: 34682.753906
Iteration 316Q: 17 clusters Score -7.557421e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 42306 members 
Mstep: Class 3 contains 85118 members 
Mstep: Class 4 contains 46124 members 
Mstep: Class 5 contains 3657 members 
Mstep: Class 6 contains 70563 members 
Mstep: Class 7 contains 62244 members 
Mstep: Class 8 contains 38192 members 
Mstep: Class 9 contains 3600 members 
Mstep: Class 10 contains 95019 members 
Mstep: Class 11 contains 13336 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 17977 members 
Mstep: Class 19 contains 55964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574320.000000 Penalty: 34682.753906
Iteration 317Q: 17 clusters Score -7.557432e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81847 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 85150 members 
Mstep: Class 4 contains 46118 members 
Mstep: Class 5 contains 3670 members 
Mstep: Class 6 contains 70556 members 
Mstep: Class 7 contains 62249 members 
Mstep: Class 8 contains 38193 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 95021 members 
Mstep: Class 11 contains 13196 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 18048 members 
Mstep: Class 19 contains 55981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574264.000000 Penalty: 34682.753906
Iteration 318Q: 17 clusters Score -7.557426e+07 nChanged 467
Entering ConstructFrom: 
Score: -75574264.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (81859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81859 members 
Entering Unmasked Estep 
Score: -10168537.000000 Penalty: 1838.322510
	Iteration 0F: 2 clusters Score -1.016854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -10115916.000000 Penalty: 3676.645020
	Iteration 0F: 3 clusters Score -1.011592e+07 nChanged 38954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -10138405.000000 Penalty: 3676.645020
	Iteration 1F: 3 clusters Score -1.01384e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -10139331.000000 Penalty: 3676.645020
	Iteration 2Q: 3 clusters Score -1.013933e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -10140562.000000 Penalty: 3676.645020
	Iteration 3Q: 3 clusters Score -1.014056e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -10142703.000000 Penalty: 3676.645020
	Iteration 4F: 3 clusters Score -1.01427e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -10145999.000000 Penalty: 3676.645020
	Iteration 5F: 3 clusters Score -1.0146e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 58860 members 
Entering Unmasked Estep 
Score: -10150563.000000 Penalty: 3676.645020
	Iteration 6F: 3 clusters Score -1.015056e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -10156029.000000 Penalty: 3676.645020
	Iteration 7F: 3 clusters Score -1.015603e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -10160407.000000 Penalty: 3676.645020
	Iteration 8F: 3 clusters Score -1.016041e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
Score: -10163356.000000 Penalty: 3676.645020
	Iteration 9Q: 3 clusters Score -1.016336e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 73003 members 
Entering Unmasked Estep 
Score: -10164992.000000 Penalty: 3676.645020
	Iteration 10Q: 3 clusters Score -1.016499e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 74392 members 
Entering Unmasked Estep 
Score: -10165821.000000 Penalty: 3676.645020
	Iteration 11Q: 3 clusters Score -1.016582e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -10166277.000000 Penalty: 3676.645020
	Iteration 12Q: 3 clusters Score -1.016628e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 76405 members 
Entering Unmasked Estep 
Score: -10166569.000000 Penalty: 3676.645020
	Iteration 13Q: 3 clusters Score -1.016657e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 77146 members 
Entering Unmasked Estep 
Score: -10166758.000000 Penalty: 3676.645020
	Iteration 14Q: 3 clusters Score -1.016676e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 77742 members 
Entering Unmasked Estep 
Score: -10166890.000000 Penalty: 3676.645020
	Iteration 15Q: 3 clusters Score -1.016689e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 78226 members 
Entering Unmasked Estep 
Score: -10166984.000000 Penalty: 3676.645020
	Iteration 16Q: 3 clusters Score -1.016698e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 78619 members 
Entering Unmasked Estep 
Score: -10167073.000000 Penalty: 3676.645020
	Iteration 17Q: 3 clusters Score -1.016707e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 78975 members 
Entering Unmasked Estep 
Score: -10167162.000000 Penalty: 3676.645020
	Iteration 18Q: 3 clusters Score -1.016716e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 79298 members 
Entering Unmasked Estep 
Score: -10167241.000000 Penalty: 3676.645020
	Iteration 19Q: 3 clusters Score -1.016724e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -10167294.000000 Penalty: 3676.645020
	Iteration 20F: 3 clusters Score -1.016729e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -10167310.000000 Penalty: 3676.645020
	Iteration 21Q: 3 clusters Score -1.016731e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -10167347.000000 Penalty: 3676.645020
	Iteration 22Q: 3 clusters Score -1.016735e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 80074 members 
Entering Unmasked Estep 
Score: -10167361.000000 Penalty: 3676.645020
	Iteration 23Q: 3 clusters Score -1.016736e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 80204 members 
Entering Unmasked Estep 
Score: -10167371.000000 Penalty: 3676.645020
	Iteration 24Q: 3 clusters Score -1.016737e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
Score: -10167406.000000 Penalty: 3676.645020
	Iteration 25Q: 3 clusters Score -1.016741e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 80417 members 
Entering Unmasked Estep 
Score: -10167435.000000 Penalty: 3676.645020
	Iteration 26Q: 3 clusters Score -1.016744e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 80493 members 
Entering Unmasked Estep 
Score: -10167431.000000 Penalty: 3676.645020
	Iteration 27Q: 3 clusters Score -1.016743e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -10167437.000000 Penalty: 3676.645020
	Iteration 28Q: 3 clusters Score -1.016744e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 80616 members 
Entering Unmasked Estep 
Score: -10167441.000000 Penalty: 3676.645020
	Iteration 29Q: 3 clusters Score -1.016744e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -10167441.000000 Penalty: 3676.645020
	Iteration 30Q: 3 clusters Score -1.016744e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 80700 members 
Entering Unmasked Estep 
Score: -10167447.000000 Penalty: 3676.645020
	Iteration 31Q: 3 clusters Score -1.016745e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 80744 members 
Entering Unmasked Estep 
Score: -10167454.000000 Penalty: 3676.645020
	Iteration 32Q: 3 clusters Score -1.016745e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 80777 members 
Entering Unmasked Estep 
Score: -10167443.000000 Penalty: 3676.645020
	Iteration 33Q: 3 clusters Score -1.016744e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -10167443.000000 Penalty: 3676.645020
	Iteration 34Q: 3 clusters Score -1.016744e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -10167452.000000 Penalty: 3676.645020
	Iteration 35Q: 3 clusters Score -1.016745e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 80847 members 
Entering Unmasked Estep 
Score: -10167462.000000 Penalty: 3676.645020
	Iteration 36Q: 3 clusters Score -1.016746e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -10167468.000000 Penalty: 3676.645020
	Iteration 37Q: 3 clusters Score -1.016747e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 80884 members 
Entering Unmasked Estep 
Score: -10167475.000000 Penalty: 3676.645020
	Iteration 38Q: 3 clusters Score -1.016748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -10167483.000000 Penalty: 3676.645020
	Iteration 39Q: 3 clusters Score -1.016748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 80916 members 
Entering Unmasked Estep 
Score: -10167488.000000 Penalty: 3676.645020
	Iteration 40F: 3 clusters Score -1.016749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -10167481.000000 Penalty: 3676.645020
	Iteration 41Q: 3 clusters Score -1.016748e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -10167491.000000 Penalty: 3676.645020
	Iteration 42Q: 3 clusters Score -1.016749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 80959 members 
Entering Unmasked Estep 
Score: -10167484.000000 Penalty: 3676.645020
	Iteration 43Q: 3 clusters Score -1.016748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -10167492.000000 Penalty: 3676.645020
	Iteration 44Q: 3 clusters Score -1.016749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -10167492.000000 Penalty: 3676.645020
	Iteration 45Q: 3 clusters Score -1.016749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 80983 members 
Entering Unmasked Estep 
Score: -10167496.000000 Penalty: 3676.645020
	Iteration 46Q: 3 clusters Score -1.01675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 80989 members 
Entering Unmasked Estep 
Score: -10167501.000000 Penalty: 3676.645020
	Iteration 47Q: 3 clusters Score -1.01675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 80996 members 
Entering Unmasked Estep 
Score: -10167495.000000 Penalty: 3676.645020
	Iteration 48Q: 3 clusters Score -1.01675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 81003 members 
Entering Unmasked Estep 
Score: -10167488.000000 Penalty: 3676.645020
	Iteration 49Q: 3 clusters Score -1.016749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -10167491.000000 Penalty: 3676.645020
	Iteration 50Q: 3 clusters Score -1.016749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -10167497.000000 Penalty: 3676.645020
	Iteration 51Q: 3 clusters Score -1.01675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 81028 members 
Entering Unmasked Estep 
Score: -10167493.000000 Penalty: 3676.645020
	Iteration 52Q: 3 clusters Score -1.016749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 81036 members 
Entering Unmasked Estep 
Score: -10167503.000000 Penalty: 3676.645020
	Iteration 53Q: 3 clusters Score -1.01675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 81044 members 
Entering Unmasked Estep 
Score: -10167498.000000 Penalty: 3676.645020
	Iteration 54Q: 3 clusters Score -1.01675e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 81055 members 
Entering Unmasked Estep 
Score: -10167512.000000 Penalty: 3676.645020
	Iteration 55Q: 3 clusters Score -1.016751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 81059 members 
Entering Unmasked Estep 
Score: -10167512.000000 Penalty: 3676.645020
	Iteration 56Q: 3 clusters Score -1.016751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 81063 members 
Entering Unmasked Estep 
Score: -10167511.000000 Penalty: 3676.645020
	Iteration 57Q: 3 clusters Score -1.016751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 81068 members 
Entering Unmasked Estep 
Score: -10167509.000000 Penalty: 3676.645020
	Iteration 58Q: 3 clusters Score -1.016751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 81072 members 
Entering Unmasked Estep 
Score: -10167513.000000 Penalty: 3676.645020
	Iteration 59Q: 3 clusters Score -1.016751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 81077 members 
Entering Unmasked Estep 
Score: -10167518.000000 Penalty: 3676.645020
	Iteration 60F: 3 clusters Score -1.016752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 81084 members 
Entering Unmasked Estep 
Score: -10167518.000000 Penalty: 3676.645020
	Iteration 61Q: 3 clusters Score -1.016752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 81090 members 
Entering Unmasked Estep 
Score: -10167522.000000 Penalty: 3676.645020
	Iteration 62Q: 3 clusters Score -1.016752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -10167515.000000 Penalty: 3676.645020
	Iteration 63Q: 3 clusters Score -1.016752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 81096 members 
Entering Unmasked Estep 
Score: -10167514.000000 Penalty: 3676.645020
	Iteration 64Q: 3 clusters Score -1.016751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 81096 members 
Entering Unmasked Estep 
Score: -10167514.000000 Penalty: 3676.645020
	Iteration 65F: 3 clusters Score -1.016751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Entering Unmasked Estep 
Score: -5267866.000000 Penalty: 1731.095703
	Iteration 0F: 2 clusters Score -5267866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -5239557.000000 Penalty: 3462.191406
	Iteration 0F: 3 clusters Score -5239557 nChanged 19781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -5250836.000000 Penalty: 3462.191406
	Iteration 1F: 3 clusters Score -5250836 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -5251209.500000 Penalty: 3462.191406
	Iteration 2Q: 3 clusters Score -5251210 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -5251558.000000 Penalty: 3462.191406
	Iteration 3Q: 3 clusters Score -5251558 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -5251903.500000 Penalty: 3462.191406
	Iteration 4Q: 3 clusters Score -5251904 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -5252333.000000 Penalty: 3462.191406
	Iteration 5Q: 3 clusters Score -5252333 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -5252873.500000 Penalty: 3462.191406
	Iteration 6Q: 3 clusters Score -5252874 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -5253672.500000 Penalty: 3462.191406
	Iteration 7Q: 3 clusters Score -5253672 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -5254885.500000 Penalty: 3462.191406
	Iteration 8Q: 3 clusters Score -5254886 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -5256506.000000 Penalty: 3462.191406
	Iteration 9F: 3 clusters Score -5256506 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -5258290.000000 Penalty: 3462.191406
	Iteration 10F: 3 clusters Score -5258290 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -5259651.000000 Penalty: 3462.191406
	Iteration 11Q: 3 clusters Score -5259651 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -5260343.500000 Penalty: 3462.191406
	Iteration 12Q: 3 clusters Score -5260344 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -5260806.000000 Penalty: 3462.191406
	Iteration 13Q: 3 clusters Score -5260806 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -5261199.500000 Penalty: 3462.191406
	Iteration 14Q: 3 clusters Score -5261200 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -5261522.500000 Penalty: 3462.191406
	Iteration 15Q: 3 clusters Score -5261522 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -5261883.500000 Penalty: 3462.191406
	Iteration 16Q: 3 clusters Score -5261884 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -5262290.000000 Penalty: 3462.191406
	Iteration 17Q: 3 clusters Score -5262290 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -5262646.500000 Penalty: 3462.191406
	Iteration 18Q: 3 clusters Score -5262646 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -5263096.500000 Penalty: 3462.191406
	Iteration 19Q: 3 clusters Score -5263096 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -5263532.500000 Penalty: 3462.191406
	Iteration 20F: 3 clusters Score -5263532 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -5264026.000000 Penalty: 3462.191406
	Iteration 21Q: 3 clusters Score -5264026 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -5264464.000000 Penalty: 3462.191406
	Iteration 22Q: 3 clusters Score -5264464 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5264916.000000 Penalty: 3462.191406
	Iteration 23Q: 3 clusters Score -5264916 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5265332.500000 Penalty: 3462.191406
	Iteration 24Q: 3 clusters Score -5265332 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5265664.500000 Penalty: 3462.191406
	Iteration 25Q: 3 clusters Score -5265664 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5265919.000000 Penalty: 3462.191406
	Iteration 26Q: 3 clusters Score -5265919 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5266098.000000 Penalty: 3462.191406
	Iteration 27Q: 3 clusters Score -5266098 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5266217.000000 Penalty: 3462.191406
	Iteration 28Q: 3 clusters Score -5266217 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5266275.500000 Penalty: 3462.191406
	Iteration 29Q: 3 clusters Score -5266276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5266318.000000 Penalty: 3462.191406
	Iteration 30Q: 3 clusters Score -5266318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5266348.500000 Penalty: 3462.191406
	Iteration 31Q: 3 clusters Score -5266348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5266368.500000 Penalty: 3462.191406
	Iteration 32Q: 3 clusters Score -5266368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5266380.000000 Penalty: 3462.191406
	Iteration 33Q: 3 clusters Score -5266380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5266388.500000 Penalty: 3462.191406
	Iteration 34Q: 3 clusters Score -5266388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5266396.000000 Penalty: 3462.191406
	Iteration 35Q: 3 clusters Score -5266396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5266396.000000 Penalty: 3462.191406
	Iteration 36Q: 3 clusters Score -5266396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5266403.000000 Penalty: 3462.191406
	Iteration 37Q: 3 clusters Score -5266403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5266405.000000 Penalty: 3462.191406
	Iteration 38Q: 3 clusters Score -5266405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5266405.000000 Penalty: 3462.191406
	Iteration 39F: 3 clusters Score -5266405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (85166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85166 members 
Entering Unmasked Estep 
Score: -10547607.000000 Penalty: 1844.758179
	Iteration 0F: 2 clusters Score -1.054761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -10492208.000000 Penalty: 3689.516357
	Iteration 0F: 3 clusters Score -1.049221e+07 nChanged 40540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -10515564.000000 Penalty: 3689.516357
	Iteration 1F: 3 clusters Score -1.051556e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -10516123.000000 Penalty: 3689.516357
	Iteration 2Q: 3 clusters Score -1.051612e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -10516649.000000 Penalty: 3689.516357
	Iteration 3Q: 3 clusters Score -1.051665e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -10517293.000000 Penalty: 3689.516357
	Iteration 4Q: 3 clusters Score -1.051729e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -10518104.000000 Penalty: 3689.516357
	Iteration 5Q: 3 clusters Score -1.05181e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -10519224.000000 Penalty: 3689.516357
	Iteration 6Q: 3 clusters Score -1.051922e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -10520950.000000 Penalty: 3689.516357
	Iteration 7Q: 3 clusters Score -1.052095e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -10523566.000000 Penalty: 3689.516357
	Iteration 8Q: 3 clusters Score -1.052357e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -10527036.000000 Penalty: 3689.516357
	Iteration 9F: 3 clusters Score -1.052704e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -10530601.000000 Penalty: 3689.516357
	Iteration 10F: 3 clusters Score -1.05306e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61518 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -10533488.000000 Penalty: 3689.516357
	Iteration 11F: 3 clusters Score -1.053349e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -10535298.000000 Penalty: 3689.516357
	Iteration 12Q: 3 clusters Score -1.05353e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -10536320.000000 Penalty: 3689.516357
	Iteration 13Q: 3 clusters Score -1.053632e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -10537114.000000 Penalty: 3689.516357
	Iteration 14Q: 3 clusters Score -1.053711e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -10537788.000000 Penalty: 3689.516357
	Iteration 15Q: 3 clusters Score -1.053779e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -10538432.000000 Penalty: 3689.516357
	Iteration 16Q: 3 clusters Score -1.053843e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -10539092.000000 Penalty: 3689.516357
	Iteration 17Q: 3 clusters Score -1.053909e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72352 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -10539703.000000 Penalty: 3689.516357
	Iteration 18Q: 3 clusters Score -1.05397e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73604 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -10540316.000000 Penalty: 3689.516357
	Iteration 19Q: 3 clusters Score -1.054032e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74810 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -10541019.000000 Penalty: 3689.516357
	Iteration 20F: 3 clusters Score -1.054102e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -10541704.000000 Penalty: 3689.516357
	Iteration 21Q: 3 clusters Score -1.05417e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -10542347.000000 Penalty: 3689.516357
	Iteration 22Q: 3 clusters Score -1.054235e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -10542864.000000 Penalty: 3689.516357
	Iteration 23Q: 3 clusters Score -1.054286e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79008 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -10543292.000000 Penalty: 3689.516357
	Iteration 24Q: 3 clusters Score -1.054329e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79764 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -10543777.000000 Penalty: 3689.516357
	Iteration 25Q: 3 clusters Score -1.054378e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -10544157.000000 Penalty: 3689.516357
	Iteration 26Q: 3 clusters Score -1.054416e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81014 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -10544515.000000 Penalty: 3689.516357
	Iteration 27Q: 3 clusters Score -1.054452e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81491 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -10544741.000000 Penalty: 3689.516357
	Iteration 28Q: 3 clusters Score -1.054474e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81861 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -10544917.000000 Penalty: 3689.516357
	Iteration 29Q: 3 clusters Score -1.054492e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -10545068.000000 Penalty: 3689.516357
	Iteration 30Q: 3 clusters Score -1.054507e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82416 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -10545161.000000 Penalty: 3689.516357
	Iteration 31Q: 3 clusters Score -1.054516e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -10545247.000000 Penalty: 3689.516357
	Iteration 32Q: 3 clusters Score -1.054525e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82843 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -10545339.000000 Penalty: 3689.516357
	Iteration 33Q: 3 clusters Score -1.054534e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83030 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -10545442.000000 Penalty: 3689.516357
	Iteration 34Q: 3 clusters Score -1.054544e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83177 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -10545523.000000 Penalty: 3689.516357
	Iteration 35Q: 3 clusters Score -1.054552e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83290 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -10545608.000000 Penalty: 3689.516357
	Iteration 36Q: 3 clusters Score -1.054561e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -10545630.000000 Penalty: 3689.516357
	Iteration 37Q: 3 clusters Score -1.054563e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83486 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -10545675.000000 Penalty: 3689.516357
	Iteration 38Q: 3 clusters Score -1.054568e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83574 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -10545719.000000 Penalty: 3689.516357
	Iteration 39Q: 3 clusters Score -1.054572e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83661 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -10545767.000000 Penalty: 3689.516357
	Iteration 40F: 3 clusters Score -1.054577e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83718 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -10545816.000000 Penalty: 3689.516357
	Iteration 41Q: 3 clusters Score -1.054582e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -10545848.000000 Penalty: 3689.516357
	Iteration 42Q: 3 clusters Score -1.054585e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83824 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -10545849.000000 Penalty: 3689.516357
	Iteration 43Q: 3 clusters Score -1.054585e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83865 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -10545866.000000 Penalty: 3689.516357
	Iteration 44Q: 3 clusters Score -1.054587e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83896 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -10545877.000000 Penalty: 3689.516357
	Iteration 45Q: 3 clusters Score -1.054588e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83928 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -10545892.000000 Penalty: 3689.516357
	Iteration 46Q: 3 clusters Score -1.054589e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83949 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -10545900.000000 Penalty: 3689.516357
	Iteration 47Q: 3 clusters Score -1.05459e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83966 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -10545915.000000 Penalty: 3689.516357
	Iteration 48Q: 3 clusters Score -1.054592e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -10545922.000000 Penalty: 3689.516357
	Iteration 49Q: 3 clusters Score -1.054592e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -10545940.000000 Penalty: 3689.516357
	Iteration 50Q: 3 clusters Score -1.054594e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84031 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10545953.000000 Penalty: 3689.516357
	Iteration 51Q: 3 clusters Score -1.054595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84054 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -10545953.000000 Penalty: 3689.516357
	Iteration 52Q: 3 clusters Score -1.054595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84072 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10545968.000000 Penalty: 3689.516357
	Iteration 53Q: 3 clusters Score -1.054597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84090 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -10545966.000000 Penalty: 3689.516357
	Iteration 54Q: 3 clusters Score -1.054597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84104 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -10545979.000000 Penalty: 3689.516357
	Iteration 55Q: 3 clusters Score -1.054598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84113 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -10545990.000000 Penalty: 3689.516357
	Iteration 56Q: 3 clusters Score -1.054599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84124 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10545986.000000 Penalty: 3689.516357
	Iteration 57Q: 3 clusters Score -1.054599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -10546001.000000 Penalty: 3689.516357
	Iteration 58Q: 3 clusters Score -1.0546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84155 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -10546005.000000 Penalty: 3689.516357
	Iteration 59Q: 3 clusters Score -1.0546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84164 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -10546002.000000 Penalty: 3689.516357
	Iteration 60F: 3 clusters Score -1.0546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84171 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10546013.000000 Penalty: 3689.516357
	Iteration 61Q: 3 clusters Score -1.054601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84178 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10546006.000000 Penalty: 3689.516357
	Iteration 62Q: 3 clusters Score -1.054601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10546004.000000 Penalty: 3689.516357
	Iteration 63Q: 3 clusters Score -1.0546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84191 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10546021.000000 Penalty: 3689.516357
	Iteration 64Q: 3 clusters Score -1.054602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10546016.000000 Penalty: 3689.516357
	Iteration 65Q: 3 clusters Score -1.054602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84202 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10546029.000000 Penalty: 3689.516357
	Iteration 66Q: 3 clusters Score -1.054603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84205 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10546032.000000 Penalty: 3689.516357
	Iteration 67Q: 3 clusters Score -1.054603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84205 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10546032.000000 Penalty: 3689.516357
	Iteration 68F: 3 clusters Score -1.054603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Entering Unmasked Estep 
Score: -5729363.000000 Penalty: 1745.070190
	Iteration 0F: 2 clusters Score -5729363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -5698426.000000 Penalty: 3490.140381
	Iteration 0F: 3 clusters Score -5698426 nChanged 21545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -5710764.500000 Penalty: 3490.140381
	Iteration 1F: 3 clusters Score -5710764 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -5711290.500000 Penalty: 3490.140381
	Iteration 2Q: 3 clusters Score -5711290 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -5711906.500000 Penalty: 3490.140381
	Iteration 3Q: 3 clusters Score -5711906 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -5712837.000000 Penalty: 3490.140381
	Iteration 4Q: 3 clusters Score -5712837 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -5714167.000000 Penalty: 3490.140381
	Iteration 5F: 3 clusters Score -5714167 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -5716179.000000 Penalty: 3490.140381
	Iteration 6F: 3 clusters Score -5716179 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -5718856.500000 Penalty: 3490.140381
	Iteration 7F: 3 clusters Score -5718856 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -5721552.500000 Penalty: 3490.140381
	Iteration 8F: 3 clusters Score -5721552 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -5723249.000000 Penalty: 3490.140381
	Iteration 9F: 3 clusters Score -5723249 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -5724053.500000 Penalty: 3490.140381
	Iteration 10Q: 3 clusters Score -5724054 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -5724545.000000 Penalty: 3490.140381
	Iteration 11Q: 3 clusters Score -5724545 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -5724935.500000 Penalty: 3490.140381
	Iteration 12Q: 3 clusters Score -5724936 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -5725269.500000 Penalty: 3490.140381
	Iteration 13Q: 3 clusters Score -5725270 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -5725600.500000 Penalty: 3490.140381
	Iteration 14Q: 3 clusters Score -5725600 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -5725880.500000 Penalty: 3490.140381
	Iteration 15Q: 3 clusters Score -5725880 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -5726170.000000 Penalty: 3490.140381
	Iteration 16Q: 3 clusters Score -5726170 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -5726437.500000 Penalty: 3490.140381
	Iteration 17Q: 3 clusters Score -5726438 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -5726674.000000 Penalty: 3490.140381
	Iteration 18Q: 3 clusters Score -5726674 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -5726892.500000 Penalty: 3490.140381
	Iteration 19Q: 3 clusters Score -5726892 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -5727080.500000 Penalty: 3490.140381
	Iteration 20F: 3 clusters Score -5727080 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -5727217.500000 Penalty: 3490.140381
	Iteration 21Q: 3 clusters Score -5727218 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -5727331.500000 Penalty: 3490.140381
	Iteration 22Q: 3 clusters Score -5727332 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -5727452.500000 Penalty: 3490.140381
	Iteration 23Q: 3 clusters Score -5727452 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -5727569.000000 Penalty: 3490.140381
	Iteration 24Q: 3 clusters Score -5727569 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -5727639.500000 Penalty: 3490.140381
	Iteration 25Q: 3 clusters Score -5727640 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -5727709.500000 Penalty: 3490.140381
	Iteration 26Q: 3 clusters Score -5727710 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -5727778.500000 Penalty: 3490.140381
	Iteration 27Q: 3 clusters Score -5727778 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -5727842.000000 Penalty: 3490.140381
	Iteration 28Q: 3 clusters Score -5727842 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -5727877.000000 Penalty: 3490.140381
	Iteration 29Q: 3 clusters Score -5727877 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -5727913.500000 Penalty: 3490.140381
	Iteration 30Q: 3 clusters Score -5727914 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -5727934.500000 Penalty: 3490.140381
	Iteration 31Q: 3 clusters Score -5727934 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -5727951.500000 Penalty: 3490.140381
	Iteration 32Q: 3 clusters Score -5727952 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -5727971.500000 Penalty: 3490.140381
	Iteration 33Q: 3 clusters Score -5727972 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -5727981.500000 Penalty: 3490.140381
	Iteration 34Q: 3 clusters Score -5727982 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -5727999.000000 Penalty: 3490.140381
	Iteration 35Q: 3 clusters Score -5727999 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -5728016.000000 Penalty: 3490.140381
	Iteration 36Q: 3 clusters Score -5728016 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -5728016.000000 Penalty: 3490.140381
	Iteration 37Q: 3 clusters Score -5728016 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -5728025.000000 Penalty: 3490.140381
	Iteration 38Q: 3 clusters Score -5728025 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -5728043.000000 Penalty: 3490.140381
	Iteration 39Q: 3 clusters Score -5728043 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -5728049.500000 Penalty: 3490.140381
	Iteration 40F: 3 clusters Score -5728050 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -5728070.500000 Penalty: 3490.140381
	Iteration 41Q: 3 clusters Score -5728070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -5728078.500000 Penalty: 3490.140381
	Iteration 42Q: 3 clusters Score -5728078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -5728081.500000 Penalty: 3490.140381
	Iteration 43Q: 3 clusters Score -5728082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -5728081.000000 Penalty: 3490.140381
	Iteration 44Q: 3 clusters Score -5728081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -5728081.000000 Penalty: 3490.140381
	Iteration 45Q: 3 clusters Score -5728081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -5728084.000000 Penalty: 3490.140381
	Iteration 46Q: 3 clusters Score -5728084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -5728098.000000 Penalty: 3490.140381
	Iteration 47Q: 3 clusters Score -5728098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -5728095.000000 Penalty: 3490.140381
	Iteration 48Q: 3 clusters Score -5728095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -5728099.500000 Penalty: 3490.140381
	Iteration 49Q: 3 clusters Score -5728100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -5728099.000000 Penalty: 3490.140381
	Iteration 50Q: 3 clusters Score -5728099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -5728113.000000 Penalty: 3490.140381
	Iteration 51Q: 3 clusters Score -5728113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -5728127.000000 Penalty: 3490.140381
	Iteration 52Q: 3 clusters Score -5728127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -5728132.500000 Penalty: 3490.140381
	Iteration 53Q: 3 clusters Score -5728132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -5728131.000000 Penalty: 3490.140381
	Iteration 54Q: 3 clusters Score -5728131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -5728138.500000 Penalty: 3490.140381
	Iteration 55Q: 3 clusters Score -5728138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -5728131.000000 Penalty: 3490.140381
	Iteration 56Q: 3 clusters Score -5728131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -5728131.500000 Penalty: 3490.140381
	Iteration 57Q: 3 clusters Score -5728132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -5728134.500000 Penalty: 3490.140381
	Iteration 58Q: 3 clusters Score -5728134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -5728137.500000 Penalty: 3490.140381
	Iteration 59Q: 3 clusters Score -5728138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -5728138.500000 Penalty: 3490.140381
	Iteration 60F: 3 clusters Score -5728138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -5728133.500000 Penalty: 3490.140381
	Iteration 61Q: 3 clusters Score -5728134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -5728134.500000 Penalty: 3490.140381
	Iteration 62Q: 3 clusters Score -5728134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -5728134.500000 Penalty: 3490.140381
	Iteration 63Q: 3 clusters Score -5728134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -5728142.000000 Penalty: 3490.140381
	Iteration 64Q: 3 clusters Score -5728142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -5728138.000000 Penalty: 3490.140381
	Iteration 65Q: 3 clusters Score -5728138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -5728142.000000 Penalty: 3490.140381
	Iteration 66Q: 3 clusters Score -5728142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -5728142.000000 Penalty: 3490.140381
	Iteration 67Q: 3 clusters Score -5728142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -5728137.000000 Penalty: 3490.140381
	Iteration 68Q: 3 clusters Score -5728137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -5728142.500000 Penalty: 3490.140381
	Iteration 69Q: 3 clusters Score -5728142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -5728138.000000 Penalty: 3490.140381
	Iteration 70Q: 3 clusters Score -5728138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -5728145.500000 Penalty: 3490.140381
	Iteration 71Q: 3 clusters Score -5728146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -5728149.000000 Penalty: 3490.140381
	Iteration 72Q: 3 clusters Score -5728149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -5728162.500000 Penalty: 3490.140381
	Iteration 73Q: 3 clusters Score -5728162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -5728167.500000 Penalty: 3490.140381
	Iteration 74Q: 3 clusters Score -5728168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -5728174.500000 Penalty: 3490.140381
	Iteration 75Q: 3 clusters Score -5728174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -5728178.500000 Penalty: 3490.140381
	Iteration 76Q: 3 clusters Score -5728178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -5728169.500000 Penalty: 3490.140381
	Iteration 77Q: 3 clusters Score -5728170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -5728178.000000 Penalty: 3490.140381
	Iteration 78Q: 3 clusters Score -5728178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -5728176.500000 Penalty: 3490.140381
	Iteration 79Q: 3 clusters Score -5728176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -5728171.500000 Penalty: 3490.140381
	Iteration 80F: 3 clusters Score -5728172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -5728178.500000 Penalty: 3490.140381
	Iteration 81Q: 3 clusters Score -5728178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -5728180.500000 Penalty: 3490.140381
	Iteration 82Q: 3 clusters Score -5728180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -5728182.000000 Penalty: 3490.140381
	Iteration 83Q: 3 clusters Score -5728182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5728180.000000 Penalty: 3490.140381
	Iteration 84Q: 3 clusters Score -5728180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -5728180.000000 Penalty: 3490.140381
	Iteration 85Q: 3 clusters Score -5728180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -5728179.500000 Penalty: 3490.140381
	Iteration 86Q: 3 clusters Score -5728180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -5728186.000000 Penalty: 3490.140381
	Iteration 87Q: 3 clusters Score -5728186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -5728189.500000 Penalty: 3490.140381
	Iteration 88Q: 3 clusters Score -5728190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -5728190.500000 Penalty: 3490.140381
	Iteration 89Q: 3 clusters Score -5728190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -5728193.000000 Penalty: 3490.140381
	Iteration 90Q: 3 clusters Score -5728193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -5728195.000000 Penalty: 3490.140381
	Iteration 91Q: 3 clusters Score -5728195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -5728197.500000 Penalty: 3490.140381
	Iteration 92Q: 3 clusters Score -5728198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -5728197.500000 Penalty: 3490.140381
	Iteration 93Q: 3 clusters Score -5728198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -5728193.500000 Penalty: 3490.140381
	Iteration 94Q: 3 clusters Score -5728194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -5728195.500000 Penalty: 3490.140381
	Iteration 95Q: 3 clusters Score -5728196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -5728198.500000 Penalty: 3490.140381
	Iteration 96Q: 3 clusters Score -5728198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -5728199.000000 Penalty: 3490.140381
	Iteration 97Q: 3 clusters Score -5728199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -5728194.500000 Penalty: 3490.140381
	Iteration 98Q: 3 clusters Score -5728194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -5728197.500000 Penalty: 3490.140381
	Iteration 99Q: 3 clusters Score -5728198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -5728204.500000 Penalty: 3490.140381
	Iteration 100F: 3 clusters Score -5728204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Entering Unmasked Estep 
Score: -461014.812500 Penalty: 1334.321777
	Iteration 0F: 2 clusters Score -461014.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -457828.625000 Penalty: 2668.643555
	Iteration 0F: 3 clusters Score -457828.6 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -458628.500000 Penalty: 2668.643555
	Iteration 1F: 3 clusters Score -458628.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -458801.156250 Penalty: 2668.643555
	Iteration 2F: 3 clusters Score -458801.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -458897.718750 Penalty: 2668.643555
	Iteration 3F: 3 clusters Score -458897.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -458964.406250 Penalty: 2668.643555
	Iteration 4Q: 3 clusters Score -458964.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -459012.718750 Penalty: 2668.643555
	Iteration 5Q: 3 clusters Score -459012.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -459053.625000 Penalty: 2668.643555
	Iteration 6Q: 3 clusters Score -459053.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -459086.500000 Penalty: 2668.643555
	Iteration 7Q: 3 clusters Score -459086.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -459121.750000 Penalty: 2668.643555
	Iteration 8Q: 3 clusters Score -459121.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -459149.718750 Penalty: 2668.643555
	Iteration 9Q: 3 clusters Score -459149.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -459177.125000 Penalty: 2668.643555
	Iteration 10Q: 3 clusters Score -459177.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -459204.312500 Penalty: 2668.643555
	Iteration 11Q: 3 clusters Score -459204.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -459232.156250 Penalty: 2668.643555
	Iteration 12Q: 3 clusters Score -459232.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -459254.937500 Penalty: 2668.643555
	Iteration 13Q: 3 clusters Score -459254.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -459290.468750 Penalty: 2668.643555
	Iteration 14Q: 3 clusters Score -459290.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -459326.093750 Penalty: 2668.643555
	Iteration 15Q: 3 clusters Score -459326.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -459362.656250 Penalty: 2668.643555
	Iteration 16Q: 3 clusters Score -459362.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -459391.843750 Penalty: 2668.643555
	Iteration 17Q: 3 clusters Score -459391.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -459416.468750 Penalty: 2668.643555
	Iteration 18Q: 3 clusters Score -459416.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -459445.375000 Penalty: 2668.643555
	Iteration 19Q: 3 clusters Score -459445.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -459472.875000 Penalty: 2668.643555
	Iteration 20F: 3 clusters Score -459472.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -459500.687500 Penalty: 2668.643555
	Iteration 21Q: 3 clusters Score -459500.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -459530.312500 Penalty: 2668.643555
	Iteration 22Q: 3 clusters Score -459530.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -459566.906250 Penalty: 2668.643555
	Iteration 23Q: 3 clusters Score -459566.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -459596.187500 Penalty: 2668.643555
	Iteration 24Q: 3 clusters Score -459596.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -459621.250000 Penalty: 2668.643555
	Iteration 25Q: 3 clusters Score -459621.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -459657.156250 Penalty: 2668.643555
	Iteration 26Q: 3 clusters Score -459657.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -459706.031250 Penalty: 2668.643555
	Iteration 27Q: 3 clusters Score -459706 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -459740.875000 Penalty: 2668.643555
	Iteration 28Q: 3 clusters Score -459740.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -459762.218750 Penalty: 2668.643555
	Iteration 29Q: 3 clusters Score -459762.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -459777.093750 Penalty: 2668.643555
	Iteration 30Q: 3 clusters Score -459777.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -459794.500000 Penalty: 2668.643555
	Iteration 31Q: 3 clusters Score -459794.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -459812.343750 Penalty: 2668.643555
	Iteration 32Q: 3 clusters Score -459812.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -459828.250000 Penalty: 2668.643555
	Iteration 33Q: 3 clusters Score -459828.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -459840.812500 Penalty: 2668.643555
	Iteration 34Q: 3 clusters Score -459840.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -459844.375000 Penalty: 2668.643555
	Iteration 35Q: 3 clusters Score -459844.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -459852.531250 Penalty: 2668.643555
	Iteration 36Q: 3 clusters Score -459852.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -459862.750000 Penalty: 2668.643555
	Iteration 37Q: 3 clusters Score -459862.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -459869.406250 Penalty: 2668.643555
	Iteration 38Q: 3 clusters Score -459869.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -459875.937500 Penalty: 2668.643555
	Iteration 39Q: 3 clusters Score -459875.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -459881.250000 Penalty: 2668.643555
	Iteration 40F: 3 clusters Score -459881.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -459884.343750 Penalty: 2668.643555
	Iteration 41Q: 3 clusters Score -459884.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -459888.218750 Penalty: 2668.643555
	Iteration 42Q: 3 clusters Score -459888.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -459892.468750 Penalty: 2668.643555
	Iteration 43Q: 3 clusters Score -459892.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -459894.218750 Penalty: 2668.643555
	Iteration 44Q: 3 clusters Score -459894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -459896.437500 Penalty: 2668.643555
	Iteration 45Q: 3 clusters Score -459896.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -459896.437500 Penalty: 2668.643555
	Iteration 46F: 3 clusters Score -459896.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70548 members 
Entering Unmasked Estep 
Score: -8787188.000000 Penalty: 1814.157837
	Iteration 0F: 2 clusters Score -8787188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -8740930.000000 Penalty: 3628.315674
	Iteration 0F: 3 clusters Score -8740930 nChanged 33423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -8760332.000000 Penalty: 3628.315674
	Iteration 1F: 3 clusters Score -8760332 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -8760790.000000 Penalty: 3628.315674
	Iteration 2Q: 3 clusters Score -8760790 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -8761243.000000 Penalty: 3628.315674
	Iteration 3Q: 3 clusters Score -8761243 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -8761662.000000 Penalty: 3628.315674
	Iteration 4Q: 3 clusters Score -8761662 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -8762081.000000 Penalty: 3628.315674
	Iteration 5Q: 3 clusters Score -8762081 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -8762626.000000 Penalty: 3628.315674
	Iteration 6Q: 3 clusters Score -8762626 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -8763179.000000 Penalty: 3628.315674
	Iteration 7Q: 3 clusters Score -8763179 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -8764018.000000 Penalty: 3628.315674
	Iteration 8Q: 3 clusters Score -8764018 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -8765306.000000 Penalty: 3628.315674
	Iteration 9Q: 3 clusters Score -8765306 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -8767285.000000 Penalty: 3628.315674
	Iteration 10Q: 3 clusters Score -8767285 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -8770292.000000 Penalty: 3628.315674
	Iteration 11F: 3 clusters Score -8770292 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -8774208.000000 Penalty: 3628.315674
	Iteration 12F: 3 clusters Score -8774208 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -8777082.000000 Penalty: 3628.315674
	Iteration 13F: 3 clusters Score -8777082 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -8778323.000000 Penalty: 3628.315674
	Iteration 14Q: 3 clusters Score -8778323 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -8778702.000000 Penalty: 3628.315674
	Iteration 15Q: 3 clusters Score -8778702 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -8779076.000000 Penalty: 3628.315674
	Iteration 16Q: 3 clusters Score -8779076 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -8779317.000000 Penalty: 3628.315674
	Iteration 17Q: 3 clusters Score -8779317 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -8779586.000000 Penalty: 3628.315674
	Iteration 18Q: 3 clusters Score -8779586 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -8779882.000000 Penalty: 3628.315674
	Iteration 19Q: 3 clusters Score -8779882 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -8780125.000000 Penalty: 3628.315674
	Iteration 20F: 3 clusters Score -8780125 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -8780371.000000 Penalty: 3628.315674
	Iteration 21Q: 3 clusters Score -8780371 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -8780634.000000 Penalty: 3628.315674
	Iteration 22Q: 3 clusters Score -8780634 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -8780937.000000 Penalty: 3628.315674
	Iteration 23Q: 3 clusters Score -8780937 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -8781197.000000 Penalty: 3628.315674
	Iteration 24Q: 3 clusters Score -8781197 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -8781443.000000 Penalty: 3628.315674
	Iteration 25Q: 3 clusters Score -8781443 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -8781635.000000 Penalty: 3628.315674
	Iteration 26Q: 3 clusters Score -8781635 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -8781911.000000 Penalty: 3628.315674
	Iteration 27Q: 3 clusters Score -8781911 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -8782192.000000 Penalty: 3628.315674
	Iteration 28Q: 3 clusters Score -8782192 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58371 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -8782440.000000 Penalty: 3628.315674
	Iteration 29Q: 3 clusters Score -8782440 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -8782742.000000 Penalty: 3628.315674
	Iteration 30Q: 3 clusters Score -8782742 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -8782992.000000 Penalty: 3628.315674
	Iteration 31Q: 3 clusters Score -8782992 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -8783235.000000 Penalty: 3628.315674
	Iteration 32Q: 3 clusters Score -8783235 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -8783466.000000 Penalty: 3628.315674
	Iteration 33Q: 3 clusters Score -8783466 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -8783734.000000 Penalty: 3628.315674
	Iteration 34Q: 3 clusters Score -8783734 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -8783958.000000 Penalty: 3628.315674
	Iteration 35Q: 3 clusters Score -8783958 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63957 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -8784192.000000 Penalty: 3628.315674
	Iteration 36Q: 3 clusters Score -8784192 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64645 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -8784401.000000 Penalty: 3628.315674
	Iteration 37Q: 3 clusters Score -8784401 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -8784655.000000 Penalty: 3628.315674
	Iteration 38Q: 3 clusters Score -8784655 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65818 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -8784821.000000 Penalty: 3628.315674
	Iteration 39Q: 3 clusters Score -8784821 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66305 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -8784977.000000 Penalty: 3628.315674
	Iteration 40F: 3 clusters Score -8784977 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -8785178.000000 Penalty: 3628.315674
	Iteration 41Q: 3 clusters Score -8785178 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -8785270.000000 Penalty: 3628.315674
	Iteration 42Q: 3 clusters Score -8785270 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67533 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -8785347.000000 Penalty: 3628.315674
	Iteration 43Q: 3 clusters Score -8785347 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67832 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8785402.000000 Penalty: 3628.315674
	Iteration 44Q: 3 clusters Score -8785402 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8785461.000000 Penalty: 3628.315674
	Iteration 45Q: 3 clusters Score -8785461 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8785513.000000 Penalty: 3628.315674
	Iteration 46Q: 3 clusters Score -8785513 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -8785560.000000 Penalty: 3628.315674
	Iteration 47Q: 3 clusters Score -8785560 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8785606.000000 Penalty: 3628.315674
	Iteration 48Q: 3 clusters Score -8785606 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68762 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -8785639.000000 Penalty: 3628.315674
	Iteration 49Q: 3 clusters Score -8785639 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8785650.000000 Penalty: 3628.315674
	Iteration 50Q: 3 clusters Score -8785650 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8785687.000000 Penalty: 3628.315674
	Iteration 51Q: 3 clusters Score -8785687 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69097 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8785718.000000 Penalty: 3628.315674
	Iteration 52Q: 3 clusters Score -8785718 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -8785749.000000 Penalty: 3628.315674
	Iteration 53Q: 3 clusters Score -8785749 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -8785759.000000 Penalty: 3628.315674
	Iteration 54Q: 3 clusters Score -8785759 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69343 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8785773.000000 Penalty: 3628.315674
	Iteration 55Q: 3 clusters Score -8785773 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8785798.000000 Penalty: 3628.315674
	Iteration 56Q: 3 clusters Score -8785798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69471 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8785815.000000 Penalty: 3628.315674
	Iteration 57Q: 3 clusters Score -8785815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69505 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8785819.000000 Penalty: 3628.315674
	Iteration 58Q: 3 clusters Score -8785819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8785837.000000 Penalty: 3628.315674
	Iteration 59Q: 3 clusters Score -8785837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8785827.000000 Penalty: 3628.315674
	Iteration 60F: 3 clusters Score -8785827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8785835.000000 Penalty: 3628.315674
	Iteration 61Q: 3 clusters Score -8785835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69610 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8785824.000000 Penalty: 3628.315674
	Iteration 62Q: 3 clusters Score -8785824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69620 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8785827.000000 Penalty: 3628.315674
	Iteration 63Q: 3 clusters Score -8785827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8785826.000000 Penalty: 3628.315674
	Iteration 64Q: 3 clusters Score -8785826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69639 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8785820.000000 Penalty: 3628.315674
	Iteration 65Q: 3 clusters Score -8785820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8785823.000000 Penalty: 3628.315674
	Iteration 66Q: 3 clusters Score -8785823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69651 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8785820.000000 Penalty: 3628.315674
	Iteration 67Q: 3 clusters Score -8785820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8785821.000000 Penalty: 3628.315674
	Iteration 68Q: 3 clusters Score -8785821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8785827.000000 Penalty: 3628.315674
	Iteration 69Q: 3 clusters Score -8785827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8785831.000000 Penalty: 3628.315674
	Iteration 70Q: 3 clusters Score -8785831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8785827.000000 Penalty: 3628.315674
	Iteration 71Q: 3 clusters Score -8785827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8785829.000000 Penalty: 3628.315674
	Iteration 72Q: 3 clusters Score -8785829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69690 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8785824.000000 Penalty: 3628.315674
	Iteration 73Q: 3 clusters Score -8785824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8785837.000000 Penalty: 3628.315674
	Iteration 74Q: 3 clusters Score -8785837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69709 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8785848.000000 Penalty: 3628.315674
	Iteration 75Q: 3 clusters Score -8785848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8785850.000000 Penalty: 3628.315674
	Iteration 76Q: 3 clusters Score -8785850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69724 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8785849.000000 Penalty: 3628.315674
	Iteration 77Q: 3 clusters Score -8785849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69731 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8785858.000000 Penalty: 3628.315674
	Iteration 78Q: 3 clusters Score -8785858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69738 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8785854.000000 Penalty: 3628.315674
	Iteration 79Q: 3 clusters Score -8785854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69745 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8785858.000000 Penalty: 3628.315674
	Iteration 80F: 3 clusters Score -8785858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8785865.000000 Penalty: 3628.315674
	Iteration 81Q: 3 clusters Score -8785865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69757 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8785869.000000 Penalty: 3628.315674
	Iteration 82Q: 3 clusters Score -8785869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69759 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8785868.000000 Penalty: 3628.315674
	Iteration 83Q: 3 clusters Score -8785868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8785868.000000 Penalty: 3628.315674
	Iteration 84Q: 3 clusters Score -8785868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69776 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8785867.000000 Penalty: 3628.315674
	Iteration 85Q: 3 clusters Score -8785867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8785876.000000 Penalty: 3628.315674
	Iteration 86Q: 3 clusters Score -8785876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69790 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8785881.000000 Penalty: 3628.315674
	Iteration 87Q: 3 clusters Score -8785881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8785890.000000 Penalty: 3628.315674
	Iteration 88Q: 3 clusters Score -8785890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69802 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8785890.000000 Penalty: 3628.315674
	Iteration 89Q: 3 clusters Score -8785890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8785891.000000 Penalty: 3628.315674
	Iteration 90Q: 3 clusters Score -8785891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69815 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8785889.000000 Penalty: 3628.315674
	Iteration 91Q: 3 clusters Score -8785889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8785891.000000 Penalty: 3628.315674
	Iteration 92Q: 3 clusters Score -8785891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8785880.000000 Penalty: 3628.315674
	Iteration 93Q: 3 clusters Score -8785880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8785875.000000 Penalty: 3628.315674
	Iteration 94Q: 3 clusters Score -8785875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8785888.000000 Penalty: 3628.315674
	Iteration 95Q: 3 clusters Score -8785888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8785882.000000 Penalty: 3628.315674
	Iteration 96Q: 3 clusters Score -8785882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8785879.000000 Penalty: 3628.315674
	Iteration 97Q: 3 clusters Score -8785879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8785885.000000 Penalty: 3628.315674
	Iteration 98Q: 3 clusters Score -8785885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8785883.000000 Penalty: 3628.315674
	Iteration 99Q: 3 clusters Score -8785883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69850 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8785886.000000 Penalty: 3628.315674
	Iteration 100F: 3 clusters Score -8785886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69852 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8785896.000000 Penalty: 3628.315674
	Iteration 101Q: 3 clusters Score -8785896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69853 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8785901.000000 Penalty: 3628.315674
	Iteration 102Q: 3 clusters Score -8785901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8785902.000000 Penalty: 3628.315674
	Iteration 103Q: 3 clusters Score -8785902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8785905.000000 Penalty: 3628.315674
	Iteration 104Q: 3 clusters Score -8785905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8785905.000000 Penalty: 3628.315674
	Iteration 105F: 3 clusters Score -8785905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (62260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Entering Unmasked Estep 
Score: -7749087.000000 Penalty: 1793.849731
	Iteration 0F: 2 clusters Score -7749087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -7707808.500000 Penalty: 3587.699463
	Iteration 0F: 3 clusters Score -7707808 nChanged 29518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -7724532.000000 Penalty: 3587.699463
	Iteration 1F: 3 clusters Score -7724532 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -7725230.500000 Penalty: 3587.699463
	Iteration 2Q: 3 clusters Score -7725230 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -7726363.000000 Penalty: 3587.699463
	Iteration 3Q: 3 clusters Score -7726363 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -7728247.500000 Penalty: 3587.699463
	Iteration 4F: 3 clusters Score -7728248 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -7731440.500000 Penalty: 3587.699463
	Iteration 5F: 3 clusters Score -7731440 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -7735885.500000 Penalty: 3587.699463
	Iteration 6F: 3 clusters Score -7735886 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -7740627.000000 Penalty: 3587.699463
	Iteration 7F: 3 clusters Score -7740627 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -7744313.500000 Penalty: 3587.699463
	Iteration 8F: 3 clusters Score -7744314 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -7746261.000000 Penalty: 3587.699463
	Iteration 9Q: 3 clusters Score -7746261 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -7746979.500000 Penalty: 3587.699463
	Iteration 10Q: 3 clusters Score -7746980 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -7747317.500000 Penalty: 3587.699463
	Iteration 11Q: 3 clusters Score -7747318 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -7747452.500000 Penalty: 3587.699463
	Iteration 12Q: 3 clusters Score -7747452 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 61852 members 
Entering Unmasked Estep 
Score: -7747511.000000 Penalty: 3587.699463
	Iteration 13Q: 3 clusters Score -7747511 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 61886 members 
Entering Unmasked Estep 
Score: -7747545.000000 Penalty: 3587.699463
	Iteration 14Q: 3 clusters Score -7747545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 61899 members 
Entering Unmasked Estep 
Score: -7747586.000000 Penalty: 3587.699463
	Iteration 15Q: 3 clusters Score -7747586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -7747607.500000 Penalty: 3587.699463
	Iteration 16Q: 3 clusters Score -7747608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
Score: -7747615.500000 Penalty: 3587.699463
	Iteration 17Q: 3 clusters Score -7747616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -7747641.500000 Penalty: 3587.699463
	Iteration 18Q: 3 clusters Score -7747642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -7747648.000000 Penalty: 3587.699463
	Iteration 19Q: 3 clusters Score -7747648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -7747653.000000 Penalty: 3587.699463
	Iteration 20F: 3 clusters Score -7747653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -7747654.500000 Penalty: 3587.699463
	Iteration 21Q: 3 clusters Score -7747654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -7747658.500000 Penalty: 3587.699463
	Iteration 22Q: 3 clusters Score -7747658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -7747658.000000 Penalty: 3587.699463
	Iteration 23Q: 3 clusters Score -7747658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -7747658.000000 Penalty: 3587.699463
	Iteration 24F: 3 clusters Score -7747658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Entering Unmasked Estep 
Score: -4751423.500000 Penalty: 1714.445557
	Iteration 0F: 2 clusters Score -4751424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -4725809.000000 Penalty: 3428.891113
	Iteration 0F: 3 clusters Score -4725809 nChanged 17883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -4735475.000000 Penalty: 3428.891113
	Iteration 1F: 3 clusters Score -4735475 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -4735780.500000 Penalty: 3428.891113
	Iteration 2Q: 3 clusters Score -4735780 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -4736063.500000 Penalty: 3428.891113
	Iteration 3Q: 3 clusters Score -4736064 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -4736351.000000 Penalty: 3428.891113
	Iteration 4Q: 3 clusters Score -4736351 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -4736609.000000 Penalty: 3428.891113
	Iteration 5Q: 3 clusters Score -4736609 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -4736912.500000 Penalty: 3428.891113
	Iteration 6Q: 3 clusters Score -4736912 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4737253.000000 Penalty: 3428.891113
	Iteration 7Q: 3 clusters Score -4737253 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -4737743.000000 Penalty: 3428.891113
	Iteration 8Q: 3 clusters Score -4737743 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -4738400.000000 Penalty: 3428.891113
	Iteration 9Q: 3 clusters Score -4738400 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -4739259.500000 Penalty: 3428.891113
	Iteration 10Q: 3 clusters Score -4739260 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -4740470.500000 Penalty: 3428.891113
	Iteration 11F: 3 clusters Score -4740470 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -4741962.500000 Penalty: 3428.891113
	Iteration 12F: 3 clusters Score -4741962 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -4743571.000000 Penalty: 3428.891113
	Iteration 13F: 3 clusters Score -4743571 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -4744870.500000 Penalty: 3428.891113
	Iteration 14F: 3 clusters Score -4744870 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -4745600.500000 Penalty: 3428.891113
	Iteration 15Q: 3 clusters Score -4745600 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -4745891.500000 Penalty: 3428.891113
	Iteration 16Q: 3 clusters Score -4745892 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -4746028.000000 Penalty: 3428.891113
	Iteration 17Q: 3 clusters Score -4746028 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -4746065.500000 Penalty: 3428.891113
	Iteration 18Q: 3 clusters Score -4746066 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -4746104.000000 Penalty: 3428.891113
	Iteration 19Q: 3 clusters Score -4746104 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -4746120.500000 Penalty: 3428.891113
	Iteration 20F: 3 clusters Score -4746120 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -4746130.500000 Penalty: 3428.891113
	Iteration 21Q: 3 clusters Score -4746130 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -4746137.000000 Penalty: 3428.891113
	Iteration 22Q: 3 clusters Score -4746137 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -4746154.000000 Penalty: 3428.891113
	Iteration 23Q: 3 clusters Score -4746154 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -4746165.000000 Penalty: 3428.891113
	Iteration 24Q: 3 clusters Score -4746165 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -4746180.500000 Penalty: 3428.891113
	Iteration 25Q: 3 clusters Score -4746180 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -4746203.000000 Penalty: 3428.891113
	Iteration 26Q: 3 clusters Score -4746203 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -4746200.500000 Penalty: 3428.891113
	Iteration 27Q: 3 clusters Score -4746200 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -4746218.500000 Penalty: 3428.891113
	Iteration 28Q: 3 clusters Score -4746218 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -4746219.500000 Penalty: 3428.891113
	Iteration 29Q: 3 clusters Score -4746220 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -4746226.500000 Penalty: 3428.891113
	Iteration 30Q: 3 clusters Score -4746226 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -4746236.500000 Penalty: 3428.891113
	Iteration 31Q: 3 clusters Score -4746236 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -4746243.000000 Penalty: 3428.891113
	Iteration 32Q: 3 clusters Score -4746243 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -4746267.000000 Penalty: 3428.891113
	Iteration 33Q: 3 clusters Score -4746267 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -4746261.000000 Penalty: 3428.891113
	Iteration 34Q: 3 clusters Score -4746261 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -4746271.000000 Penalty: 3428.891113
	Iteration 35Q: 3 clusters Score -4746271 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -4746286.000000 Penalty: 3428.891113
	Iteration 36Q: 3 clusters Score -4746286 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -4746299.500000 Penalty: 3428.891113
	Iteration 37Q: 3 clusters Score -4746300 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -4746324.000000 Penalty: 3428.891113
	Iteration 38Q: 3 clusters Score -4746324 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -4746337.000000 Penalty: 3428.891113
	Iteration 39Q: 3 clusters Score -4746337 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -4746353.500000 Penalty: 3428.891113
	Iteration 40F: 3 clusters Score -4746354 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -4746366.500000 Penalty: 3428.891113
	Iteration 41Q: 3 clusters Score -4746366 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -4746380.500000 Penalty: 3428.891113
	Iteration 42Q: 3 clusters Score -4746380 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -4746385.500000 Penalty: 3428.891113
	Iteration 43Q: 3 clusters Score -4746386 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -4746383.500000 Penalty: 3428.891113
	Iteration 44Q: 3 clusters Score -4746384 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -4746383.500000 Penalty: 3428.891113
	Iteration 45Q: 3 clusters Score -4746384 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -4746396.000000 Penalty: 3428.891113
	Iteration 46Q: 3 clusters Score -4746396 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -4746391.500000 Penalty: 3428.891113
	Iteration 47Q: 3 clusters Score -4746392 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -4746400.500000 Penalty: 3428.891113
	Iteration 48Q: 3 clusters Score -4746400 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -4746427.500000 Penalty: 3428.891113
	Iteration 49Q: 3 clusters Score -4746428 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -4746440.500000 Penalty: 3428.891113
	Iteration 50Q: 3 clusters Score -4746440 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -4746463.000000 Penalty: 3428.891113
	Iteration 51Q: 3 clusters Score -4746463 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -4746486.500000 Penalty: 3428.891113
	Iteration 52Q: 3 clusters Score -4746486 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -4746489.000000 Penalty: 3428.891113
	Iteration 53Q: 3 clusters Score -4746489 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -4746507.500000 Penalty: 3428.891113
	Iteration 54Q: 3 clusters Score -4746508 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -4746533.000000 Penalty: 3428.891113
	Iteration 55Q: 3 clusters Score -4746533 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -4746547.500000 Penalty: 3428.891113
	Iteration 56Q: 3 clusters Score -4746548 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -4746591.000000 Penalty: 3428.891113
	Iteration 57Q: 3 clusters Score -4746591 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -4746627.000000 Penalty: 3428.891113
	Iteration 58Q: 3 clusters Score -4746627 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -4746647.000000 Penalty: 3428.891113
	Iteration 59Q: 3 clusters Score -4746647 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -4746709.000000 Penalty: 3428.891113
	Iteration 60F: 3 clusters Score -4746709 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -4746727.000000 Penalty: 3428.891113
	Iteration 61Q: 3 clusters Score -4746727 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -4746751.500000 Penalty: 3428.891113
	Iteration 62Q: 3 clusters Score -4746752 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -4746765.000000 Penalty: 3428.891113
	Iteration 63Q: 3 clusters Score -4746765 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -4746818.000000 Penalty: 3428.891113
	Iteration 64Q: 3 clusters Score -4746818 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -4746874.000000 Penalty: 3428.891113
	Iteration 65Q: 3 clusters Score -4746874 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -4746925.000000 Penalty: 3428.891113
	Iteration 66Q: 3 clusters Score -4746925 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -4746964.000000 Penalty: 3428.891113
	Iteration 67Q: 3 clusters Score -4746964 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -4747051.000000 Penalty: 3428.891113
	Iteration 68Q: 3 clusters Score -4747051 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -4747112.500000 Penalty: 3428.891113
	Iteration 69Q: 3 clusters Score -4747112 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -4747180.000000 Penalty: 3428.891113
	Iteration 70Q: 3 clusters Score -4747180 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -4747218.000000 Penalty: 3428.891113
	Iteration 71Q: 3 clusters Score -4747218 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -4747268.500000 Penalty: 3428.891113
	Iteration 72Q: 3 clusters Score -4747268 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -4747357.000000 Penalty: 3428.891113
	Iteration 73Q: 3 clusters Score -4747357 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -4747467.000000 Penalty: 3428.891113
	Iteration 74Q: 3 clusters Score -4747467 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -4747550.000000 Penalty: 3428.891113
	Iteration 75Q: 3 clusters Score -4747550 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -4747652.500000 Penalty: 3428.891113
	Iteration 76Q: 3 clusters Score -4747652 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -4747787.500000 Penalty: 3428.891113
	Iteration 77Q: 3 clusters Score -4747788 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -4747911.500000 Penalty: 3428.891113
	Iteration 78Q: 3 clusters Score -4747912 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -4748036.500000 Penalty: 3428.891113
	Iteration 79Q: 3 clusters Score -4748036 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -4748144.500000 Penalty: 3428.891113
	Iteration 80F: 3 clusters Score -4748144 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -4748267.000000 Penalty: 3428.891113
	Iteration 81Q: 3 clusters Score -4748267 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -4748392.000000 Penalty: 3428.891113
	Iteration 82Q: 3 clusters Score -4748392 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -4748476.500000 Penalty: 3428.891113
	Iteration 83Q: 3 clusters Score -4748476 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -4748590.000000 Penalty: 3428.891113
	Iteration 84Q: 3 clusters Score -4748590 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -4748735.000000 Penalty: 3428.891113
	Iteration 85Q: 3 clusters Score -4748735 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -4748854.500000 Penalty: 3428.891113
	Iteration 86Q: 3 clusters Score -4748854 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -4748954.000000 Penalty: 3428.891113
	Iteration 87Q: 3 clusters Score -4748954 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4749062.500000 Penalty: 3428.891113
	Iteration 88Q: 3 clusters Score -4749062 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -4749181.000000 Penalty: 3428.891113
	Iteration 89Q: 3 clusters Score -4749181 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4749267.000000 Penalty: 3428.891113
	Iteration 90Q: 3 clusters Score -4749267 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4749357.500000 Penalty: 3428.891113
	Iteration 91Q: 3 clusters Score -4749358 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4749459.500000 Penalty: 3428.891113
	Iteration 92Q: 3 clusters Score -4749460 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4749539.500000 Penalty: 3428.891113
	Iteration 93Q: 3 clusters Score -4749540 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4749606.500000 Penalty: 3428.891113
	Iteration 94Q: 3 clusters Score -4749606 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4749654.000000 Penalty: 3428.891113
	Iteration 95Q: 3 clusters Score -4749654 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4749735.000000 Penalty: 3428.891113
	Iteration 96Q: 3 clusters Score -4749735 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4749798.500000 Penalty: 3428.891113
	Iteration 97Q: 3 clusters Score -4749798 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4749845.000000 Penalty: 3428.891113
	Iteration 98Q: 3 clusters Score -4749845 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4749890.000000 Penalty: 3428.891113
	Iteration 99Q: 3 clusters Score -4749890 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4749912.500000 Penalty: 3428.891113
	Iteration 100F: 3 clusters Score -4749912 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4749940.000000 Penalty: 3428.891113
	Iteration 101Q: 3 clusters Score -4749940 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4749956.000000 Penalty: 3428.891113
	Iteration 102Q: 3 clusters Score -4749956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4749970.000000 Penalty: 3428.891113
	Iteration 103Q: 3 clusters Score -4749970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4749994.000000 Penalty: 3428.891113
	Iteration 104Q: 3 clusters Score -4749994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4750011.500000 Penalty: 3428.891113
	Iteration 105Q: 3 clusters Score -4750012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4750034.000000 Penalty: 3428.891113
	Iteration 106Q: 3 clusters Score -4750034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4750055.000000 Penalty: 3428.891113
	Iteration 107Q: 3 clusters Score -4750055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4750068.500000 Penalty: 3428.891113
	Iteration 108Q: 3 clusters Score -4750068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4750075.000000 Penalty: 3428.891113
	Iteration 109Q: 3 clusters Score -4750075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4750078.500000 Penalty: 3428.891113
	Iteration 110Q: 3 clusters Score -4750078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4750085.000000 Penalty: 3428.891113
	Iteration 111Q: 3 clusters Score -4750085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4750091.000000 Penalty: 3428.891113
	Iteration 112Q: 3 clusters Score -4750091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4750101.500000 Penalty: 3428.891113
	Iteration 113Q: 3 clusters Score -4750102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4750109.000000 Penalty: 3428.891113
	Iteration 114Q: 3 clusters Score -4750109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4750125.500000 Penalty: 3428.891113
	Iteration 115Q: 3 clusters Score -4750126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4750129.500000 Penalty: 3428.891113
	Iteration 116Q: 3 clusters Score -4750130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4750137.500000 Penalty: 3428.891113
	Iteration 117Q: 3 clusters Score -4750138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4750149.000000 Penalty: 3428.891113
	Iteration 118Q: 3 clusters Score -4750149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4750158.000000 Penalty: 3428.891113
	Iteration 119Q: 3 clusters Score -4750158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4750160.500000 Penalty: 3428.891113
	Iteration 120F: 3 clusters Score -4750160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4750171.500000 Penalty: 3428.891113
	Iteration 121Q: 3 clusters Score -4750172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4750172.000000 Penalty: 3428.891113
	Iteration 122Q: 3 clusters Score -4750172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4750179.000000 Penalty: 3428.891113
	Iteration 123Q: 3 clusters Score -4750179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4750176.500000 Penalty: 3428.891113
	Iteration 124Q: 3 clusters Score -4750176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4750188.000000 Penalty: 3428.891113
	Iteration 125Q: 3 clusters Score -4750188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4750198.000000 Penalty: 3428.891113
	Iteration 126Q: 3 clusters Score -4750198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4750202.000000 Penalty: 3428.891113
	Iteration 127Q: 3 clusters Score -4750202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4750210.500000 Penalty: 3428.891113
	Iteration 128Q: 3 clusters Score -4750210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4750220.500000 Penalty: 3428.891113
	Iteration 129Q: 3 clusters Score -4750220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4750225.500000 Penalty: 3428.891113
	Iteration 130Q: 3 clusters Score -4750226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4750222.000000 Penalty: 3428.891113
	Iteration 131Q: 3 clusters Score -4750222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4750232.500000 Penalty: 3428.891113
	Iteration 132Q: 3 clusters Score -4750232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4750233.500000 Penalty: 3428.891113
	Iteration 133Q: 3 clusters Score -4750234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4750237.000000 Penalty: 3428.891113
	Iteration 134Q: 3 clusters Score -4750237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4750237.000000 Penalty: 3428.891113
	Iteration 135F: 3 clusters Score -4750237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Entering Unmasked Estep 
Score: -455765.468750 Penalty: 1330.481323
	Iteration 0F: 2 clusters Score -455765.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -452642.156250 Penalty: 2660.962646
	Iteration 0F: 3 clusters Score -452642.2 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -453450.750000 Penalty: 2660.962646
	Iteration 1F: 3 clusters Score -453450.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -453568.031250 Penalty: 2660.962646
	Iteration 2F: 3 clusters Score -453568 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -453631.437500 Penalty: 2660.962646
	Iteration 3Q: 3 clusters Score -453631.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -453673.312500 Penalty: 2660.962646
	Iteration 4Q: 3 clusters Score -453673.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -453702.937500 Penalty: 2660.962646
	Iteration 5Q: 3 clusters Score -453702.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -453726.468750 Penalty: 2660.962646
	Iteration 6Q: 3 clusters Score -453726.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -453746.375000 Penalty: 2660.962646
	Iteration 7Q: 3 clusters Score -453746.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -453762.062500 Penalty: 2660.962646
	Iteration 8Q: 3 clusters Score -453762.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -453773.562500 Penalty: 2660.962646
	Iteration 9Q: 3 clusters Score -453773.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -453785.406250 Penalty: 2660.962646
	Iteration 10Q: 3 clusters Score -453785.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -453797.625000 Penalty: 2660.962646
	Iteration 11Q: 3 clusters Score -453797.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -453808.781250 Penalty: 2660.962646
	Iteration 12Q: 3 clusters Score -453808.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -453821.125000 Penalty: 2660.962646
	Iteration 13Q: 3 clusters Score -453821.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -453835.000000 Penalty: 2660.962646
	Iteration 14Q: 3 clusters Score -453835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -453847.281250 Penalty: 2660.962646
	Iteration 15Q: 3 clusters Score -453847.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -453860.500000 Penalty: 2660.962646
	Iteration 16Q: 3 clusters Score -453860.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -453870.375000 Penalty: 2660.962646
	Iteration 17Q: 3 clusters Score -453870.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -453879.031250 Penalty: 2660.962646
	Iteration 18Q: 3 clusters Score -453879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -453886.156250 Penalty: 2660.962646
	Iteration 19Q: 3 clusters Score -453886.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -453890.156250 Penalty: 2660.962646
	Iteration 20F: 3 clusters Score -453890.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -453895.437500 Penalty: 2660.962646
	Iteration 21Q: 3 clusters Score -453895.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -453902.312500 Penalty: 2660.962646
	Iteration 22Q: 3 clusters Score -453902.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -453906.343750 Penalty: 2660.962646
	Iteration 23Q: 3 clusters Score -453906.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -453908.500000 Penalty: 2660.962646
	Iteration 24Q: 3 clusters Score -453908.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -453913.562500 Penalty: 2660.962646
	Iteration 25Q: 3 clusters Score -453913.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -453916.437500 Penalty: 2660.962646
	Iteration 26Q: 3 clusters Score -453916.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -453921.531250 Penalty: 2660.962646
	Iteration 27Q: 3 clusters Score -453921.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -453927.906250 Penalty: 2660.962646
	Iteration 28Q: 3 clusters Score -453927.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -453930.843750 Penalty: 2660.962646
	Iteration 29Q: 3 clusters Score -453930.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -453935.375000 Penalty: 2660.962646
	Iteration 30Q: 3 clusters Score -453935.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -453938.625000 Penalty: 2660.962646
	Iteration 31Q: 3 clusters Score -453938.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -453941.406250 Penalty: 2660.962646
	Iteration 32Q: 3 clusters Score -453941.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -453944.281250 Penalty: 2660.962646
	Iteration 33Q: 3 clusters Score -453944.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -453947.656250 Penalty: 2660.962646
	Iteration 34Q: 3 clusters Score -453947.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -453954.156250 Penalty: 2660.962646
	Iteration 35Q: 3 clusters Score -453954.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -453963.781250 Penalty: 2660.962646
	Iteration 36Q: 3 clusters Score -453963.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -453973.156250 Penalty: 2660.962646
	Iteration 37Q: 3 clusters Score -453973.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -453982.906250 Penalty: 2660.962646
	Iteration 38Q: 3 clusters Score -453982.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -453993.968750 Penalty: 2660.962646
	Iteration 39Q: 3 clusters Score -453994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -454012.031250 Penalty: 2660.962646
	Iteration 40F: 3 clusters Score -454012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -454030.718750 Penalty: 2660.962646
	Iteration 41Q: 3 clusters Score -454030.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -454046.718750 Penalty: 2660.962646
	Iteration 42Q: 3 clusters Score -454046.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -454060.906250 Penalty: 2660.962646
	Iteration 43Q: 3 clusters Score -454060.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -454075.593750 Penalty: 2660.962646
	Iteration 44Q: 3 clusters Score -454075.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -454091.468750 Penalty: 2660.962646
	Iteration 45Q: 3 clusters Score -454091.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -454106.625000 Penalty: 2660.962646
	Iteration 46Q: 3 clusters Score -454106.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -454123.687500 Penalty: 2660.962646
	Iteration 47Q: 3 clusters Score -454123.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -454139.500000 Penalty: 2660.962646
	Iteration 48Q: 3 clusters Score -454139.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -454153.437500 Penalty: 2660.962646
	Iteration 49Q: 3 clusters Score -454153.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -454168.031250 Penalty: 2660.962646
	Iteration 50Q: 3 clusters Score -454168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -454186.656250 Penalty: 2660.962646
	Iteration 51Q: 3 clusters Score -454186.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -454208.906250 Penalty: 2660.962646
	Iteration 52Q: 3 clusters Score -454208.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -454229.343750 Penalty: 2660.962646
	Iteration 53Q: 3 clusters Score -454229.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -454252.375000 Penalty: 2660.962646
	Iteration 54Q: 3 clusters Score -454252.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -454281.000000 Penalty: 2660.962646
	Iteration 55Q: 3 clusters Score -454281 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -454307.468750 Penalty: 2660.962646
	Iteration 56Q: 3 clusters Score -454307.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -454330.093750 Penalty: 2660.962646
	Iteration 57Q: 3 clusters Score -454330.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -454351.437500 Penalty: 2660.962646
	Iteration 58Q: 3 clusters Score -454351.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -454372.312500 Penalty: 2660.962646
	Iteration 59Q: 3 clusters Score -454372.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -454396.031250 Penalty: 2660.962646
	Iteration 60F: 3 clusters Score -454396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -454426.062500 Penalty: 2660.962646
	Iteration 61Q: 3 clusters Score -454426.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -454460.687500 Penalty: 2660.962646
	Iteration 62Q: 3 clusters Score -454460.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -454489.281250 Penalty: 2660.962646
	Iteration 63Q: 3 clusters Score -454489.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -454508.593750 Penalty: 2660.962646
	Iteration 64Q: 3 clusters Score -454508.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -454525.156250 Penalty: 2660.962646
	Iteration 65Q: 3 clusters Score -454525.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -454535.406250 Penalty: 2660.962646
	Iteration 66Q: 3 clusters Score -454535.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -454541.156250 Penalty: 2660.962646
	Iteration 67Q: 3 clusters Score -454541.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -454546.343750 Penalty: 2660.962646
	Iteration 68Q: 3 clusters Score -454546.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -454550.937500 Penalty: 2660.962646
	Iteration 69Q: 3 clusters Score -454550.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -454554.656250 Penalty: 2660.962646
	Iteration 70Q: 3 clusters Score -454554.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -454559.281250 Penalty: 2660.962646
	Iteration 71Q: 3 clusters Score -454559.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -454564.906250 Penalty: 2660.962646
	Iteration 72Q: 3 clusters Score -454564.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -454568.906250 Penalty: 2660.962646
	Iteration 73Q: 3 clusters Score -454568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -454571.093750 Penalty: 2660.962646
	Iteration 74Q: 3 clusters Score -454571.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -454571.093750 Penalty: 2660.962646
	Iteration 75F: 3 clusters Score -454571.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (95013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95013 members 
Entering Unmasked Estep 
Score: -11754862.000000 Penalty: 1862.537476
	Iteration 0F: 2 clusters Score -1.175486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -11693292.000000 Penalty: 3725.074951
	Iteration 0F: 3 clusters Score -1.169329e+07 nChanged 45425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -11719718.000000 Penalty: 3725.074951
	Iteration 1F: 3 clusters Score -1.171972e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -11720597.000000 Penalty: 3725.074951
	Iteration 2Q: 3 clusters Score -1.17206e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -11721942.000000 Penalty: 3725.074951
	Iteration 3Q: 3 clusters Score -1.172194e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -11724255.000000 Penalty: 3725.074951
	Iteration 4Q: 3 clusters Score -1.172426e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -11727472.000000 Penalty: 3725.074951
	Iteration 5F: 3 clusters Score -1.172747e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60665 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -11731570.000000 Penalty: 3725.074951
	Iteration 6F: 3 clusters Score -1.173157e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -11735920.000000 Penalty: 3725.074951
	Iteration 7F: 3 clusters Score -1.173592e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65107 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -11739606.000000 Penalty: 3725.074951
	Iteration 8F: 3 clusters Score -1.173961e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -11742081.000000 Penalty: 3725.074951
	Iteration 9F: 3 clusters Score -1.174208e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -11743547.000000 Penalty: 3725.074951
	Iteration 10Q: 3 clusters Score -1.174355e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65868 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -11744222.000000 Penalty: 3725.074951
	Iteration 11Q: 3 clusters Score -1.174422e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -11744547.000000 Penalty: 3725.074951
	Iteration 12Q: 3 clusters Score -1.174455e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65398 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -11744684.000000 Penalty: 3725.074951
	Iteration 13Q: 3 clusters Score -1.174468e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -11744782.000000 Penalty: 3725.074951
	Iteration 14Q: 3 clusters Score -1.174478e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -11744905.000000 Penalty: 3725.074951
	Iteration 15Q: 3 clusters Score -1.17449e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64509 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -11744939.000000 Penalty: 3725.074951
	Iteration 16Q: 3 clusters Score -1.174494e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -11744971.000000 Penalty: 3725.074951
	Iteration 17Q: 3 clusters Score -1.174497e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -11744990.000000 Penalty: 3725.074951
	Iteration 18Q: 3 clusters Score -1.174499e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -11745111.000000 Penalty: 3725.074951
	Iteration 19Q: 3 clusters Score -1.174511e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -11745082.000000 Penalty: 3725.074951
	Iteration 20F: 3 clusters Score -1.174508e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -11745156.000000 Penalty: 3725.074951
	Iteration 21Q: 3 clusters Score -1.174516e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -11745229.000000 Penalty: 3725.074951
	Iteration 22Q: 3 clusters Score -1.174523e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -11745327.000000 Penalty: 3725.074951
	Iteration 23Q: 3 clusters Score -1.174533e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -11745447.000000 Penalty: 3725.074951
	Iteration 24Q: 3 clusters Score -1.174545e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60795 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -11745473.000000 Penalty: 3725.074951
	Iteration 25Q: 3 clusters Score -1.174547e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -11745508.000000 Penalty: 3725.074951
	Iteration 26Q: 3 clusters Score -1.174551e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -11745584.000000 Penalty: 3725.074951
	Iteration 27Q: 3 clusters Score -1.174558e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -11745664.000000 Penalty: 3725.074951
	Iteration 28Q: 3 clusters Score -1.174566e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -11745736.000000 Penalty: 3725.074951
	Iteration 29Q: 3 clusters Score -1.174574e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -11745767.000000 Penalty: 3725.074951
	Iteration 30Q: 3 clusters Score -1.174577e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57496 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -11745844.000000 Penalty: 3725.074951
	Iteration 31Q: 3 clusters Score -1.174584e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -11745905.000000 Penalty: 3725.074951
	Iteration 32Q: 3 clusters Score -1.17459e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -11746016.000000 Penalty: 3725.074951
	Iteration 33Q: 3 clusters Score -1.174602e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -11746076.000000 Penalty: 3725.074951
	Iteration 34Q: 3 clusters Score -1.174608e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -11746128.000000 Penalty: 3725.074951
	Iteration 35Q: 3 clusters Score -1.174613e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -11746191.000000 Penalty: 3725.074951
	Iteration 36Q: 3 clusters Score -1.174619e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -11746296.000000 Penalty: 3725.074951
	Iteration 37Q: 3 clusters Score -1.17463e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -11746369.000000 Penalty: 3725.074951
	Iteration 38Q: 3 clusters Score -1.174637e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52681 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -11746459.000000 Penalty: 3725.074951
	Iteration 39Q: 3 clusters Score -1.174646e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52016 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -11746511.000000 Penalty: 3725.074951
	Iteration 40F: 3 clusters Score -1.174651e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -11746589.000000 Penalty: 3725.074951
	Iteration 41Q: 3 clusters Score -1.174659e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -11746673.000000 Penalty: 3725.074951
	Iteration 42Q: 3 clusters Score -1.174667e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -11746780.000000 Penalty: 3725.074951
	Iteration 43Q: 3 clusters Score -1.174678e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -11746852.000000 Penalty: 3725.074951
	Iteration 44Q: 3 clusters Score -1.174685e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -11746999.000000 Penalty: 3725.074951
	Iteration 45Q: 3 clusters Score -1.1747e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -11747090.000000 Penalty: 3725.074951
	Iteration 46Q: 3 clusters Score -1.174709e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -11747197.000000 Penalty: 3725.074951
	Iteration 47Q: 3 clusters Score -1.17472e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -11747313.000000 Penalty: 3725.074951
	Iteration 48Q: 3 clusters Score -1.174731e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -11747540.000000 Penalty: 3725.074951
	Iteration 49Q: 3 clusters Score -1.174754e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -11747742.000000 Penalty: 3725.074951
	Iteration 50Q: 3 clusters Score -1.174774e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -11747975.000000 Penalty: 3725.074951
	Iteration 51Q: 3 clusters Score -1.174798e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -11748175.000000 Penalty: 3725.074951
	Iteration 52Q: 3 clusters Score -1.174818e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 56868 members 
Entering Unmasked Estep 
Score: -11748461.000000 Penalty: 3725.074951
	Iteration 53Q: 3 clusters Score -1.174846e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -11748832.000000 Penalty: 3725.074951
	Iteration 54Q: 3 clusters Score -1.174883e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -11749220.000000 Penalty: 3725.074951
	Iteration 55Q: 3 clusters Score -1.174922e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -11749664.000000 Penalty: 3725.074951
	Iteration 56Q: 3 clusters Score -1.174966e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
Score: -11750089.000000 Penalty: 3725.074951
	Iteration 57Q: 3 clusters Score -1.175009e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -11750419.000000 Penalty: 3725.074951
	Iteration 58Q: 3 clusters Score -1.175042e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -11750696.000000 Penalty: 3725.074951
	Iteration 59Q: 3 clusters Score -1.17507e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 68008 members 
Entering Unmasked Estep 
Score: -11751139.000000 Penalty: 3725.074951
	Iteration 60F: 3 clusters Score -1.175114e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 69563 members 
Entering Unmasked Estep 
Score: -11751554.000000 Penalty: 3725.074951
	Iteration 61Q: 3 clusters Score -1.175155e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -11751923.000000 Penalty: 3725.074951
	Iteration 62Q: 3 clusters Score -1.175192e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 72472 members 
Entering Unmasked Estep 
Score: -11752224.000000 Penalty: 3725.074951
	Iteration 63Q: 3 clusters Score -1.175222e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 73832 members 
Entering Unmasked Estep 
Score: -11752479.000000 Penalty: 3725.074951
	Iteration 64Q: 3 clusters Score -1.175248e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 75111 members 
Entering Unmasked Estep 
Score: -11752707.000000 Penalty: 3725.074951
	Iteration 65Q: 3 clusters Score -1.175271e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 76275 members 
Entering Unmasked Estep 
Score: -11752843.000000 Penalty: 3725.074951
	Iteration 66Q: 3 clusters Score -1.175284e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 77395 members 
Entering Unmasked Estep 
Score: -11753104.000000 Penalty: 3725.074951
	Iteration 67Q: 3 clusters Score -1.17531e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 78391 members 
Entering Unmasked Estep 
Score: -11753227.000000 Penalty: 3725.074951
	Iteration 68Q: 3 clusters Score -1.175323e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 79299 members 
Entering Unmasked Estep 
Score: -11753303.000000 Penalty: 3725.074951
	Iteration 69Q: 3 clusters Score -1.17533e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 80157 members 
Entering Unmasked Estep 
Score: -11753421.000000 Penalty: 3725.074951
	Iteration 70Q: 3 clusters Score -1.175342e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 80955 members 
Entering Unmasked Estep 
Score: -11753560.000000 Penalty: 3725.074951
	Iteration 71Q: 3 clusters Score -1.175356e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 81716 members 
Entering Unmasked Estep 
Score: -11753597.000000 Penalty: 3725.074951
	Iteration 72Q: 3 clusters Score -1.17536e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 82421 members 
Entering Unmasked Estep 
Score: -11753601.000000 Penalty: 3725.074951
	Iteration 73Q: 3 clusters Score -1.17536e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 83063 members 
Entering Unmasked Estep 
Score: -11753615.000000 Penalty: 3725.074951
	Iteration 74Q: 3 clusters Score -1.175362e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -11753599.000000 Penalty: 3725.074951
	Iteration 75Q: 3 clusters Score -1.17536e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 84329 members 
Entering Unmasked Estep 
Score: -11753588.000000 Penalty: 3725.074951
	Iteration 76Q: 3 clusters Score -1.175359e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 84930 members 
Entering Unmasked Estep 
Score: -11753591.000000 Penalty: 3725.074951
	Iteration 77Q: 3 clusters Score -1.175359e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 85504 members 
Entering Unmasked Estep 
Score: -11753636.000000 Penalty: 3725.074951
	Iteration 78Q: 3 clusters Score -1.175364e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -11753620.000000 Penalty: 3725.074951
	Iteration 79Q: 3 clusters Score -1.175362e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 86531 members 
Entering Unmasked Estep 
Score: -11753633.000000 Penalty: 3725.074951
	Iteration 80F: 3 clusters Score -1.175363e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 87025 members 
Entering Unmasked Estep 
Score: -11753634.000000 Penalty: 3725.074951
	Iteration 81Q: 3 clusters Score -1.175363e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 87473 members 
Entering Unmasked Estep 
Score: -11753615.000000 Penalty: 3725.074951
	Iteration 82Q: 3 clusters Score -1.175362e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 87891 members 
Entering Unmasked Estep 
Score: -11753617.000000 Penalty: 3725.074951
	Iteration 83Q: 3 clusters Score -1.175362e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 88300 members 
Entering Unmasked Estep 
Score: -11753680.000000 Penalty: 3725.074951
	Iteration 84Q: 3 clusters Score -1.175368e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 88682 members 
Entering Unmasked Estep 
Score: -11753798.000000 Penalty: 3725.074951
	Iteration 85Q: 3 clusters Score -1.17538e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 89051 members 
Entering Unmasked Estep 
Score: -11753918.000000 Penalty: 3725.074951
	Iteration 86Q: 3 clusters Score -1.175392e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 89402 members 
Entering Unmasked Estep 
Score: -11753942.000000 Penalty: 3725.074951
	Iteration 87Q: 3 clusters Score -1.175394e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 89749 members 
Entering Unmasked Estep 
Score: -11754018.000000 Penalty: 3725.074951
	Iteration 88Q: 3 clusters Score -1.175402e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 90058 members 
Entering Unmasked Estep 
Score: -11754092.000000 Penalty: 3725.074951
	Iteration 89Q: 3 clusters Score -1.175409e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 90351 members 
Entering Unmasked Estep 
Score: -11754089.000000 Penalty: 3725.074951
	Iteration 90Q: 3 clusters Score -1.175409e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 90636 members 
Entering Unmasked Estep 
Score: -11754109.000000 Penalty: 3725.074951
	Iteration 91Q: 3 clusters Score -1.175411e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 90883 members 
Entering Unmasked Estep 
Score: -11754145.000000 Penalty: 3725.074951
	Iteration 92Q: 3 clusters Score -1.175414e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 91119 members 
Entering Unmasked Estep 
Score: -11754153.000000 Penalty: 3725.074951
	Iteration 93Q: 3 clusters Score -1.175415e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 91328 members 
Entering Unmasked Estep 
Score: -11754166.000000 Penalty: 3725.074951
	Iteration 94Q: 3 clusters Score -1.175417e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 91515 members 
Entering Unmasked Estep 
Score: -11754213.000000 Penalty: 3725.074951
	Iteration 95Q: 3 clusters Score -1.175421e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 91692 members 
Entering Unmasked Estep 
Score: -11754262.000000 Penalty: 3725.074951
	Iteration 96Q: 3 clusters Score -1.175426e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 91858 members 
Entering Unmasked Estep 
Score: -11754255.000000 Penalty: 3725.074951
	Iteration 97Q: 3 clusters Score -1.175426e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 92000 members 
Entering Unmasked Estep 
Score: -11754242.000000 Penalty: 3725.074951
	Iteration 98Q: 3 clusters Score -1.175424e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 92141 members 
Entering Unmasked Estep 
Score: -11754236.000000 Penalty: 3725.074951
	Iteration 99Q: 3 clusters Score -1.175424e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 92288 members 
Entering Unmasked Estep 
Score: -11754233.000000 Penalty: 3725.074951
	Iteration 100F: 3 clusters Score -1.175423e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 92405 members 
Entering Unmasked Estep 
Score: -11754210.000000 Penalty: 3725.074951
	Iteration 101Q: 3 clusters Score -1.175421e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 92499 members 
Entering Unmasked Estep 
Score: -11754222.000000 Penalty: 3725.074951
	Iteration 102Q: 3 clusters Score -1.175422e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 92579 members 
Entering Unmasked Estep 
Score: -11754212.000000 Penalty: 3725.074951
	Iteration 103Q: 3 clusters Score -1.175421e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 92670 members 
Entering Unmasked Estep 
Score: -11754213.000000 Penalty: 3725.074951
	Iteration 104Q: 3 clusters Score -1.175421e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 92755 members 
Entering Unmasked Estep 
Score: -11754225.000000 Penalty: 3725.074951
	Iteration 105Q: 3 clusters Score -1.175422e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 92835 members 
Entering Unmasked Estep 
Score: -11754203.000000 Penalty: 3725.074951
	Iteration 106Q: 3 clusters Score -1.17542e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 92901 members 
Entering Unmasked Estep 
Score: -11754185.000000 Penalty: 3725.074951
	Iteration 107Q: 3 clusters Score -1.175418e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 92962 members 
Entering Unmasked Estep 
Score: -11754174.000000 Penalty: 3725.074951
	Iteration 108Q: 3 clusters Score -1.175417e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 93021 members 
Entering Unmasked Estep 
Score: -11754162.000000 Penalty: 3725.074951
	Iteration 109Q: 3 clusters Score -1.175416e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -11754135.000000 Penalty: 3725.074951
	Iteration 110Q: 3 clusters Score -1.175414e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 93126 members 
Entering Unmasked Estep 
Score: -11754162.000000 Penalty: 3725.074951
	Iteration 111Q: 3 clusters Score -1.175416e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 93175 members 
Entering Unmasked Estep 
Score: -11754151.000000 Penalty: 3725.074951
	Iteration 112Q: 3 clusters Score -1.175415e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 93219 members 
Entering Unmasked Estep 
Score: -11754150.000000 Penalty: 3725.074951
	Iteration 113Q: 3 clusters Score -1.175415e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 93257 members 
Entering Unmasked Estep 
Score: -11754148.000000 Penalty: 3725.074951
	Iteration 114Q: 3 clusters Score -1.175415e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 93290 members 
Entering Unmasked Estep 
Score: -11754149.000000 Penalty: 3725.074951
	Iteration 115Q: 3 clusters Score -1.175415e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 93313 members 
Entering Unmasked Estep 
Score: -11754117.000000 Penalty: 3725.074951
	Iteration 116Q: 3 clusters Score -1.175412e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 93339 members 
Entering Unmasked Estep 
Score: -11754124.000000 Penalty: 3725.074951
	Iteration 117Q: 3 clusters Score -1.175412e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 93363 members 
Entering Unmasked Estep 
Score: -11754126.000000 Penalty: 3725.074951
	Iteration 118Q: 3 clusters Score -1.175413e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 93384 members 
Entering Unmasked Estep 
Score: -11754139.000000 Penalty: 3725.074951
	Iteration 119Q: 3 clusters Score -1.175414e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 93408 members 
Entering Unmasked Estep 
Score: -11754140.000000 Penalty: 3725.074951
	Iteration 120F: 3 clusters Score -1.175414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 93430 members 
Entering Unmasked Estep 
Score: -11754149.000000 Penalty: 3725.074951
	Iteration 121Q: 3 clusters Score -1.175415e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 93450 members 
Entering Unmasked Estep 
Score: -11754147.000000 Penalty: 3725.074951
	Iteration 122Q: 3 clusters Score -1.175415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 93470 members 
Entering Unmasked Estep 
Score: -11754136.000000 Penalty: 3725.074951
	Iteration 123Q: 3 clusters Score -1.175414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 93482 members 
Entering Unmasked Estep 
Score: -11754127.000000 Penalty: 3725.074951
	Iteration 124Q: 3 clusters Score -1.175413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 93497 members 
Entering Unmasked Estep 
Score: -11754120.000000 Penalty: 3725.074951
	Iteration 125Q: 3 clusters Score -1.175412e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -11754110.000000 Penalty: 3725.074951
	Iteration 126Q: 3 clusters Score -1.175411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 93532 members 
Entering Unmasked Estep 
Score: -11754099.000000 Penalty: 3725.074951
	Iteration 127Q: 3 clusters Score -1.17541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 93539 members 
Entering Unmasked Estep 
Score: -11754101.000000 Penalty: 3725.074951
	Iteration 128Q: 3 clusters Score -1.17541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -11754101.000000 Penalty: 3725.074951
	Iteration 129Q: 3 clusters Score -1.17541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 93556 members 
Entering Unmasked Estep 
Score: -11754091.000000 Penalty: 3725.074951
	Iteration 130Q: 3 clusters Score -1.175409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 93566 members 
Entering Unmasked Estep 
Score: -11754083.000000 Penalty: 3725.074951
	Iteration 131Q: 3 clusters Score -1.175408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -11754082.000000 Penalty: 3725.074951
	Iteration 132Q: 3 clusters Score -1.175408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 93581 members 
Entering Unmasked Estep 
Score: -11754090.000000 Penalty: 3725.074951
	Iteration 133Q: 3 clusters Score -1.175409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 93590 members 
Entering Unmasked Estep 
Score: -11754081.000000 Penalty: 3725.074951
	Iteration 134Q: 3 clusters Score -1.175408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 93598 members 
Entering Unmasked Estep 
Score: -11754085.000000 Penalty: 3725.074951
	Iteration 135Q: 3 clusters Score -1.175408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -11754081.000000 Penalty: 3725.074951
	Iteration 136Q: 3 clusters Score -1.175408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 93603 members 
Entering Unmasked Estep 
Score: -11754077.000000 Penalty: 3725.074951
	Iteration 137Q: 3 clusters Score -1.175408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 93605 members 
Entering Unmasked Estep 
Score: -11754072.000000 Penalty: 3725.074951
	Iteration 138Q: 3 clusters Score -1.175407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 93607 members 
Entering Unmasked Estep 
Score: -11754075.000000 Penalty: 3725.074951
	Iteration 139Q: 3 clusters Score -1.175408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 93607 members 
Entering Unmasked Estep 
Score: -11754075.000000 Penalty: 3725.074951
	Iteration 140F: 3 clusters Score -1.175408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Entering Unmasked Estep 
Score: -1602976.875000 Penalty: 1540.187134
	Iteration 0F: 2 clusters Score -1602977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1593771.750000 Penalty: 3080.374268
	Iteration 0F: 3 clusters Score -1593772 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1596814.125000 Penalty: 3080.374268
	Iteration 1F: 3 clusters Score -1596814 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1597113.500000 Penalty: 3080.374268
	Iteration 2F: 3 clusters Score -1597114 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1597329.375000 Penalty: 3080.374268
	Iteration 3Q: 3 clusters Score -1597329 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1597480.000000 Penalty: 3080.374268
	Iteration 4Q: 3 clusters Score -1597480 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1597617.250000 Penalty: 3080.374268
	Iteration 5Q: 3 clusters Score -1597617 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1597751.875000 Penalty: 3080.374268
	Iteration 6Q: 3 clusters Score -1597752 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1597928.750000 Penalty: 3080.374268
	Iteration 7Q: 3 clusters Score -1597929 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1598140.375000 Penalty: 3080.374268
	Iteration 8Q: 3 clusters Score -1598140 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1598407.000000 Penalty: 3080.374268
	Iteration 9Q: 3 clusters Score -1598407 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1598757.375000 Penalty: 3080.374268
	Iteration 10Q: 3 clusters Score -1598757 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1599259.625000 Penalty: 3080.374268
	Iteration 11Q: 3 clusters Score -1599260 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1599943.875000 Penalty: 3080.374268
	Iteration 12F: 3 clusters Score -1599944 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1600505.250000 Penalty: 3080.374268
	Iteration 13F: 3 clusters Score -1600505 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1600822.125000 Penalty: 3080.374268
	Iteration 14Q: 3 clusters Score -1600822 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1600989.875000 Penalty: 3080.374268
	Iteration 15Q: 3 clusters Score -1600990 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1601090.375000 Penalty: 3080.374268
	Iteration 16Q: 3 clusters Score -1601090 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1601166.750000 Penalty: 3080.374268
	Iteration 17Q: 3 clusters Score -1601167 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1601212.500000 Penalty: 3080.374268
	Iteration 18Q: 3 clusters Score -1601212 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1601241.250000 Penalty: 3080.374268
	Iteration 19Q: 3 clusters Score -1601241 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1601259.500000 Penalty: 3080.374268
	Iteration 20F: 3 clusters Score -1601260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1601277.625000 Penalty: 3080.374268
	Iteration 21Q: 3 clusters Score -1601278 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1601294.875000 Penalty: 3080.374268
	Iteration 22Q: 3 clusters Score -1601295 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1601309.625000 Penalty: 3080.374268
	Iteration 23Q: 3 clusters Score -1601310 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1601335.500000 Penalty: 3080.374268
	Iteration 24Q: 3 clusters Score -1601336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1601349.250000 Penalty: 3080.374268
	Iteration 25Q: 3 clusters Score -1601349 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1601372.875000 Penalty: 3080.374268
	Iteration 26Q: 3 clusters Score -1601373 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1601383.125000 Penalty: 3080.374268
	Iteration 27Q: 3 clusters Score -1601383 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1601397.625000 Penalty: 3080.374268
	Iteration 28Q: 3 clusters Score -1601398 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1601417.875000 Penalty: 3080.374268
	Iteration 29Q: 3 clusters Score -1601418 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1601430.750000 Penalty: 3080.374268
	Iteration 30Q: 3 clusters Score -1601431 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1601446.000000 Penalty: 3080.374268
	Iteration 31Q: 3 clusters Score -1601446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1601462.000000 Penalty: 3080.374268
	Iteration 32Q: 3 clusters Score -1601462 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1601477.875000 Penalty: 3080.374268
	Iteration 33Q: 3 clusters Score -1601478 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1601492.625000 Penalty: 3080.374268
	Iteration 34Q: 3 clusters Score -1601493 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1601501.375000 Penalty: 3080.374268
	Iteration 35Q: 3 clusters Score -1601501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1601509.250000 Penalty: 3080.374268
	Iteration 36Q: 3 clusters Score -1601509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1601519.125000 Penalty: 3080.374268
	Iteration 37Q: 3 clusters Score -1601519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1601526.375000 Penalty: 3080.374268
	Iteration 38Q: 3 clusters Score -1601526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1601528.750000 Penalty: 3080.374268
	Iteration 39Q: 3 clusters Score -1601529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1601537.375000 Penalty: 3080.374268
	Iteration 40F: 3 clusters Score -1601537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1601537.250000 Penalty: 3080.374268
	Iteration 41Q: 3 clusters Score -1601537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1601538.500000 Penalty: 3080.374268
	Iteration 42Q: 3 clusters Score -1601538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1601544.250000 Penalty: 3080.374268
	Iteration 43Q: 3 clusters Score -1601544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1601547.500000 Penalty: 3080.374268
	Iteration 44Q: 3 clusters Score -1601548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1601550.500000 Penalty: 3080.374268
	Iteration 45Q: 3 clusters Score -1601550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1601554.375000 Penalty: 3080.374268
	Iteration 46Q: 3 clusters Score -1601554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1601560.125000 Penalty: 3080.374268
	Iteration 47Q: 3 clusters Score -1601560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1601558.125000 Penalty: 3080.374268
	Iteration 48Q: 3 clusters Score -1601558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1601561.750000 Penalty: 3080.374268
	Iteration 49Q: 3 clusters Score -1601562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1601567.000000 Penalty: 3080.374268
	Iteration 50Q: 3 clusters Score -1601567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1601562.250000 Penalty: 3080.374268
	Iteration 51Q: 3 clusters Score -1601562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1601566.000000 Penalty: 3080.374268
	Iteration 52Q: 3 clusters Score -1601566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1601568.500000 Penalty: 3080.374268
	Iteration 53Q: 3 clusters Score -1601568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1601567.750000 Penalty: 3080.374268
	Iteration 54Q: 3 clusters Score -1601568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1601570.625000 Penalty: 3080.374268
	Iteration 55Q: 3 clusters Score -1601571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1601569.375000 Penalty: 3080.374268
	Iteration 56Q: 3 clusters Score -1601569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1601568.875000 Penalty: 3080.374268
	Iteration 57Q: 3 clusters Score -1601569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1601571.500000 Penalty: 3080.374268
	Iteration 58Q: 3 clusters Score -1601572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1601573.125000 Penalty: 3080.374268
	Iteration 59Q: 3 clusters Score -1601573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1601575.250000 Penalty: 3080.374268
	Iteration 60F: 3 clusters Score -1601575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1601577.125000 Penalty: 3080.374268
	Iteration 61Q: 3 clusters Score -1601577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1601577.250000 Penalty: 3080.374268
	Iteration 62Q: 3 clusters Score -1601577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1601576.875000 Penalty: 3080.374268
	Iteration 63Q: 3 clusters Score -1601577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1601582.500000 Penalty: 3080.374268
	Iteration 64Q: 3 clusters Score -1601582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1601579.250000 Penalty: 3080.374268
	Iteration 65Q: 3 clusters Score -1601579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1601579.625000 Penalty: 3080.374268
	Iteration 66Q: 3 clusters Score -1601580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1601579.500000 Penalty: 3080.374268
	Iteration 67Q: 3 clusters Score -1601580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1601581.375000 Penalty: 3080.374268
	Iteration 68Q: 3 clusters Score -1601581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1601581.375000 Penalty: 3080.374268
	Iteration 69F: 3 clusters Score -1601581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Entering Unmasked Estep 
Score: -375645.593750 Penalty: 1301.899048
	Iteration 0F: 2 clusters Score -375645.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -372912.625000 Penalty: 2603.798096
	Iteration 0F: 3 clusters Score -372912.6 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -373547.968750 Penalty: 2603.798096
	Iteration 1F: 3 clusters Score -373548 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -373683.937500 Penalty: 2603.798096
	Iteration 2F: 3 clusters Score -373683.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -373774.843750 Penalty: 2603.798096
	Iteration 3F: 3 clusters Score -373774.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -373833.937500 Penalty: 2603.798096
	Iteration 4Q: 3 clusters Score -373833.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -373881.406250 Penalty: 2603.798096
	Iteration 5Q: 3 clusters Score -373881.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -373927.187500 Penalty: 2603.798096
	Iteration 6Q: 3 clusters Score -373927.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -373971.593750 Penalty: 2603.798096
	Iteration 7Q: 3 clusters Score -373971.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -374033.281250 Penalty: 2603.798096
	Iteration 8Q: 3 clusters Score -374033.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -374085.625000 Penalty: 2603.798096
	Iteration 9Q: 3 clusters Score -374085.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -374136.312500 Penalty: 2603.798096
	Iteration 10Q: 3 clusters Score -374136.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -374180.312500 Penalty: 2603.798096
	Iteration 11Q: 3 clusters Score -374180.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -374229.250000 Penalty: 2603.798096
	Iteration 12Q: 3 clusters Score -374229.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -374274.656250 Penalty: 2603.798096
	Iteration 13Q: 3 clusters Score -374274.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -374316.000000 Penalty: 2603.798096
	Iteration 14Q: 3 clusters Score -374316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -374347.843750 Penalty: 2603.798096
	Iteration 15Q: 3 clusters Score -374347.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -374385.406250 Penalty: 2603.798096
	Iteration 16Q: 3 clusters Score -374385.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -374422.343750 Penalty: 2603.798096
	Iteration 17Q: 3 clusters Score -374422.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -374460.625000 Penalty: 2603.798096
	Iteration 18Q: 3 clusters Score -374460.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -374497.062500 Penalty: 2603.798096
	Iteration 19Q: 3 clusters Score -374497.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -374524.437500 Penalty: 2603.798096
	Iteration 20F: 3 clusters Score -374524.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -374547.312500 Penalty: 2603.798096
	Iteration 21Q: 3 clusters Score -374547.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -374567.812500 Penalty: 2603.798096
	Iteration 22Q: 3 clusters Score -374567.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -374583.406250 Penalty: 2603.798096
	Iteration 23Q: 3 clusters Score -374583.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -374596.093750 Penalty: 2603.798096
	Iteration 24Q: 3 clusters Score -374596.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -374606.437500 Penalty: 2603.798096
	Iteration 25Q: 3 clusters Score -374606.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -374612.812500 Penalty: 2603.798096
	Iteration 26Q: 3 clusters Score -374612.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -374616.000000 Penalty: 2603.798096
	Iteration 27Q: 3 clusters Score -374616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -374619.656250 Penalty: 2603.798096
	Iteration 28Q: 3 clusters Score -374619.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -374620.125000 Penalty: 2603.798096
	Iteration 29Q: 3 clusters Score -374620.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -374622.093750 Penalty: 2603.798096
	Iteration 30Q: 3 clusters Score -374622.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -374622.093750 Penalty: 2603.798096
	Iteration 31F: 3 clusters Score -374622.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Entering Unmasked Estep 
Score: -154581.468750 Penalty: 1173.310669
	Iteration 0F: 2 clusters Score -154581.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -152959.796875 Penalty: 2346.621338
	Iteration 0F: 3 clusters Score -152959.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -153253.078125 Penalty: 2346.621338
	Iteration 1F: 3 clusters Score -153253.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -153357.937500 Penalty: 2346.621338
	Iteration 2F: 3 clusters Score -153357.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -153445.046875 Penalty: 2346.621338
	Iteration 3F: 3 clusters Score -153445 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -153533.468750 Penalty: 2346.621338
	Iteration 4F: 3 clusters Score -153533.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -153692.031250 Penalty: 2346.621338
	Iteration 5F: 3 clusters Score -153692 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -153912.406250 Penalty: 2346.621338
	Iteration 6F: 3 clusters Score -153912.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -154091.156250 Penalty: 2346.621338
	Iteration 7F: 3 clusters Score -154091.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -154190.390625 Penalty: 2346.621338
	Iteration 8Q: 3 clusters Score -154190.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -154245.187500 Penalty: 2346.621338
	Iteration 9Q: 3 clusters Score -154245.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -154271.640625 Penalty: 2346.621338
	Iteration 10Q: 3 clusters Score -154271.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -154286.218750 Penalty: 2346.621338
	Iteration 11Q: 3 clusters Score -154286.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -154309.796875 Penalty: 2346.621338
	Iteration 12Q: 3 clusters Score -154309.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -154317.468750 Penalty: 2346.621338
	Iteration 13Q: 3 clusters Score -154317.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -154320.093750 Penalty: 2346.621338
	Iteration 14Q: 3 clusters Score -154320.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -154320.828125 Penalty: 2346.621338
	Iteration 15Q: 3 clusters Score -154320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -154321.515625 Penalty: 2346.621338
	Iteration 16Q: 3 clusters Score -154321.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -154323.953125 Penalty: 2346.621338
	Iteration 17F: 3 clusters Score -154324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -154329.234375 Penalty: 2346.621338
	Iteration 18Q: 3 clusters Score -154329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -154331.843750 Penalty: 2346.621338
	Iteration 19Q: 3 clusters Score -154331.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -154334.843750 Penalty: 2346.621338
	Iteration 20F: 3 clusters Score -154334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -154335.656250 Penalty: 2346.621338
	Iteration 21Q: 3 clusters Score -154335.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -154335.656250 Penalty: 2346.621338
	Iteration 22F: 3 clusters Score -154335.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -110785.335938 Penalty: 1111.240845
	Iteration 0F: 2 clusters Score -110785.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -109373.265625 Penalty: 2222.481689
	Iteration 0F: 3 clusters Score -109373.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -109622.031250 Penalty: 2222.481689
	Iteration 1F: 3 clusters Score -109622 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -109680.437500 Penalty: 2222.481689
	Iteration 2F: 3 clusters Score -109680.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -109722.273438 Penalty: 2222.481689
	Iteration 3Q: 3 clusters Score -109722.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -109755.039062 Penalty: 2222.481689
	Iteration 4Q: 3 clusters Score -109755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -109797.218750 Penalty: 2222.481689
	Iteration 5Q: 3 clusters Score -109797.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -109838.078125 Penalty: 2222.481689
	Iteration 6Q: 3 clusters Score -109838.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -109859.562500 Penalty: 2222.481689
	Iteration 7Q: 3 clusters Score -109859.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -109890.148438 Penalty: 2222.481689
	Iteration 8Q: 3 clusters Score -109890.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -109906.296875 Penalty: 2222.481689
	Iteration 9Q: 3 clusters Score -109906.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -109945.265625 Penalty: 2222.481689
	Iteration 10Q: 3 clusters Score -109945.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -109977.945312 Penalty: 2222.481689
	Iteration 11Q: 3 clusters Score -109977.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -110012.554688 Penalty: 2222.481689
	Iteration 12Q: 3 clusters Score -110012.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -110081.039062 Penalty: 2222.481689
	Iteration 13Q: 3 clusters Score -110081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -110166.320312 Penalty: 2222.481689
	Iteration 14Q: 3 clusters Score -110166.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -110329.468750 Penalty: 2222.481689
	Iteration 15F: 3 clusters Score -110329.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -110456.835938 Penalty: 2222.481689
	Iteration 16F: 3 clusters Score -110456.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -110519.187500 Penalty: 2222.481689
	Iteration 17Q: 3 clusters Score -110519.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -110548.492188 Penalty: 2222.481689
	Iteration 18Q: 3 clusters Score -110548.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -110577.968750 Penalty: 2222.481689
	Iteration 19Q: 3 clusters Score -110578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -110585.156250 Penalty: 2222.481689
	Iteration 20F: 3 clusters Score -110585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110587.476562 Penalty: 2222.481689
	Iteration 21Q: 3 clusters Score -110587.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110590.468750 Penalty: 2222.481689
	Iteration 22Q: 3 clusters Score -110590.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110590.468750 Penalty: 2222.481689
	Iteration 23F: 3 clusters Score -110590.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Entering Unmasked Estep 
Score: -2163070.250000 Penalty: 1593.311279
	Iteration 0F: 2 clusters Score -2163070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2150624.000000 Penalty: 3186.622559
	Iteration 0F: 3 clusters Score -2150624 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2155064.750000 Penalty: 3186.622559
	Iteration 1F: 3 clusters Score -2155065 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2155382.250000 Penalty: 3186.622559
	Iteration 2Q: 3 clusters Score -2155382 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2155645.750000 Penalty: 3186.622559
	Iteration 3Q: 3 clusters Score -2155646 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2155939.500000 Penalty: 3186.622559
	Iteration 4Q: 3 clusters Score -2155940 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2156278.250000 Penalty: 3186.622559
	Iteration 5Q: 3 clusters Score -2156278 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2156633.250000 Penalty: 3186.622559
	Iteration 6Q: 3 clusters Score -2156633 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2157074.000000 Penalty: 3186.622559
	Iteration 7Q: 3 clusters Score -2157074 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2157588.250000 Penalty: 3186.622559
	Iteration 8Q: 3 clusters Score -2157588 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2158105.000000 Penalty: 3186.622559
	Iteration 9Q: 3 clusters Score -2158105 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2158555.500000 Penalty: 3186.622559
	Iteration 10Q: 3 clusters Score -2158556 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2158991.250000 Penalty: 3186.622559
	Iteration 11Q: 3 clusters Score -2158991 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2159339.250000 Penalty: 3186.622559
	Iteration 12Q: 3 clusters Score -2159339 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2159610.250000 Penalty: 3186.622559
	Iteration 13Q: 3 clusters Score -2159610 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2159850.250000 Penalty: 3186.622559
	Iteration 14Q: 3 clusters Score -2159850 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2160036.000000 Penalty: 3186.622559
	Iteration 15Q: 3 clusters Score -2160036 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2160250.750000 Penalty: 3186.622559
	Iteration 16Q: 3 clusters Score -2160251 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2160463.750000 Penalty: 3186.622559
	Iteration 17Q: 3 clusters Score -2160464 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2160700.750000 Penalty: 3186.622559
	Iteration 18Q: 3 clusters Score -2160701 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2160920.000000 Penalty: 3186.622559
	Iteration 19Q: 3 clusters Score -2160920 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2161142.750000 Penalty: 3186.622559
	Iteration 20F: 3 clusters Score -2161143 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2161328.000000 Penalty: 3186.622559
	Iteration 21Q: 3 clusters Score -2161328 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2161452.500000 Penalty: 3186.622559
	Iteration 22Q: 3 clusters Score -2161452 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2161535.750000 Penalty: 3186.622559
	Iteration 23Q: 3 clusters Score -2161536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2161581.500000 Penalty: 3186.622559
	Iteration 24Q: 3 clusters Score -2161582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2161603.750000 Penalty: 3186.622559
	Iteration 25Q: 3 clusters Score -2161604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2161629.500000 Penalty: 3186.622559
	Iteration 26Q: 3 clusters Score -2161630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2161639.000000 Penalty: 3186.622559
	Iteration 27Q: 3 clusters Score -2161639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2161646.000000 Penalty: 3186.622559
	Iteration 28Q: 3 clusters Score -2161646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2161651.000000 Penalty: 3186.622559
	Iteration 29Q: 3 clusters Score -2161651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2161657.750000 Penalty: 3186.622559
	Iteration 30Q: 3 clusters Score -2161658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2161661.250000 Penalty: 3186.622559
	Iteration 31Q: 3 clusters Score -2161661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2161664.250000 Penalty: 3186.622559
	Iteration 32Q: 3 clusters Score -2161664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2161664.750000 Penalty: 3186.622559
	Iteration 33Q: 3 clusters Score -2161665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2161664.750000 Penalty: 3186.622559
	Iteration 34F: 3 clusters Score -2161665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Entering Unmasked Estep 
Score: -6971708.000000 Penalty: 1776.618286
	Iteration 0F: 2 clusters Score -6971708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -6934413.000000 Penalty: 3553.236572
	Iteration 0F: 3 clusters Score -6934413 nChanged 26426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -6949434.500000 Penalty: 3553.236572
	Iteration 1F: 3 clusters Score -6949434 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -6950002.500000 Penalty: 3553.236572
	Iteration 2Q: 3 clusters Score -6950002 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -6950723.500000 Penalty: 3553.236572
	Iteration 3Q: 3 clusters Score -6950724 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -6951731.000000 Penalty: 3553.236572
	Iteration 4Q: 3 clusters Score -6951731 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -6953142.500000 Penalty: 3553.236572
	Iteration 5F: 3 clusters Score -6953142 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -6955399.000000 Penalty: 3553.236572
	Iteration 6F: 3 clusters Score -6955399 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -6958560.000000 Penalty: 3553.236572
	Iteration 7F: 3 clusters Score -6958560 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -6961566.500000 Penalty: 3553.236572
	Iteration 8F: 3 clusters Score -6961566 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -6963394.500000 Penalty: 3553.236572
	Iteration 9F: 3 clusters Score -6963394 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -6964055.500000 Penalty: 3553.236572
	Iteration 10Q: 3 clusters Score -6964056 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -6964455.500000 Penalty: 3553.236572
	Iteration 11Q: 3 clusters Score -6964456 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -6964786.500000 Penalty: 3553.236572
	Iteration 12Q: 3 clusters Score -6964786 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -6965014.000000 Penalty: 3553.236572
	Iteration 13Q: 3 clusters Score -6965014 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -6965268.000000 Penalty: 3553.236572
	Iteration 14Q: 3 clusters Score -6965268 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -6965541.000000 Penalty: 3553.236572
	Iteration 15Q: 3 clusters Score -6965541 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -6965729.500000 Penalty: 3553.236572
	Iteration 16Q: 3 clusters Score -6965730 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -6965914.500000 Penalty: 3553.236572
	Iteration 17Q: 3 clusters Score -6965914 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -6966091.000000 Penalty: 3553.236572
	Iteration 18Q: 3 clusters Score -6966091 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -6966287.500000 Penalty: 3553.236572
	Iteration 19Q: 3 clusters Score -6966288 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -6966483.500000 Penalty: 3553.236572
	Iteration 20F: 3 clusters Score -6966484 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -6966635.500000 Penalty: 3553.236572
	Iteration 21Q: 3 clusters Score -6966636 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -6966819.500000 Penalty: 3553.236572
	Iteration 22Q: 3 clusters Score -6966820 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -6967014.500000 Penalty: 3553.236572
	Iteration 23Q: 3 clusters Score -6967014 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -6967216.500000 Penalty: 3553.236572
	Iteration 24Q: 3 clusters Score -6967216 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -6967433.500000 Penalty: 3553.236572
	Iteration 25Q: 3 clusters Score -6967434 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -6967614.500000 Penalty: 3553.236572
	Iteration 26Q: 3 clusters Score -6967614 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -6967834.000000 Penalty: 3553.236572
	Iteration 27Q: 3 clusters Score -6967834 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -6968077.500000 Penalty: 3553.236572
	Iteration 28Q: 3 clusters Score -6968078 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -6968307.000000 Penalty: 3553.236572
	Iteration 29Q: 3 clusters Score -6968307 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -6968489.500000 Penalty: 3553.236572
	Iteration 30Q: 3 clusters Score -6968490 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -6968706.000000 Penalty: 3553.236572
	Iteration 31Q: 3 clusters Score -6968706 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -6968896.500000 Penalty: 3553.236572
	Iteration 32Q: 3 clusters Score -6968896 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -6969070.500000 Penalty: 3553.236572
	Iteration 33Q: 3 clusters Score -6969070 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -6969235.500000 Penalty: 3553.236572
	Iteration 34Q: 3 clusters Score -6969236 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -6969357.000000 Penalty: 3553.236572
	Iteration 35Q: 3 clusters Score -6969357 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -6969493.500000 Penalty: 3553.236572
	Iteration 36Q: 3 clusters Score -6969494 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -6969640.000000 Penalty: 3553.236572
	Iteration 37Q: 3 clusters Score -6969640 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -6969726.000000 Penalty: 3553.236572
	Iteration 38Q: 3 clusters Score -6969726 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -6969793.500000 Penalty: 3553.236572
	Iteration 39Q: 3 clusters Score -6969794 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -6969877.500000 Penalty: 3553.236572
	Iteration 40F: 3 clusters Score -6969878 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -6969964.500000 Penalty: 3553.236572
	Iteration 41Q: 3 clusters Score -6969964 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6970017.000000 Penalty: 3553.236572
	Iteration 42Q: 3 clusters Score -6970017 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6970065.500000 Penalty: 3553.236572
	Iteration 43Q: 3 clusters Score -6970066 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6970089.000000 Penalty: 3553.236572
	Iteration 44Q: 3 clusters Score -6970089 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6970123.500000 Penalty: 3553.236572
	Iteration 45Q: 3 clusters Score -6970124 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -6970164.000000 Penalty: 3553.236572
	Iteration 46Q: 3 clusters Score -6970164 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6970191.000000 Penalty: 3553.236572
	Iteration 47Q: 3 clusters Score -6970191 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6970229.500000 Penalty: 3553.236572
	Iteration 48Q: 3 clusters Score -6970230 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6970255.000000 Penalty: 3553.236572
	Iteration 49Q: 3 clusters Score -6970255 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6970267.000000 Penalty: 3553.236572
	Iteration 50Q: 3 clusters Score -6970267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6970283.500000 Penalty: 3553.236572
	Iteration 51Q: 3 clusters Score -6970284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6970292.000000 Penalty: 3553.236572
	Iteration 52Q: 3 clusters Score -6970292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6970300.500000 Penalty: 3553.236572
	Iteration 53Q: 3 clusters Score -6970300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6970309.000000 Penalty: 3553.236572
	Iteration 54Q: 3 clusters Score -6970309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6970306.500000 Penalty: 3553.236572
	Iteration 55Q: 3 clusters Score -6970306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6970307.000000 Penalty: 3553.236572
	Iteration 56Q: 3 clusters Score -6970307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6970309.000000 Penalty: 3553.236572
	Iteration 57Q: 3 clusters Score -6970309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6970300.500000 Penalty: 3553.236572
	Iteration 58Q: 3 clusters Score -6970300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6970302.500000 Penalty: 3553.236572
	Iteration 59Q: 3 clusters Score -6970302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6970303.000000 Penalty: 3553.236572
	Iteration 60F: 3 clusters Score -6970303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6970307.000000 Penalty: 3553.236572
	Iteration 61Q: 3 clusters Score -6970307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54906 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6970312.000000 Penalty: 3553.236572
	Iteration 62Q: 3 clusters Score -6970312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6970313.000000 Penalty: 3553.236572
	Iteration 63Q: 3 clusters Score -6970313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6970305.500000 Penalty: 3553.236572
	Iteration 64Q: 3 clusters Score -6970306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6970318.000000 Penalty: 3553.236572
	Iteration 65Q: 3 clusters Score -6970318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6970322.000000 Penalty: 3553.236572
	Iteration 66Q: 3 clusters Score -6970322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6970327.000000 Penalty: 3553.236572
	Iteration 67Q: 3 clusters Score -6970327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6970333.000000 Penalty: 3553.236572
	Iteration 68Q: 3 clusters Score -6970333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6970331.500000 Penalty: 3553.236572
	Iteration 69Q: 3 clusters Score -6970332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6970333.500000 Penalty: 3553.236572
	Iteration 70Q: 3 clusters Score -6970334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6970337.500000 Penalty: 3553.236572
	Iteration 71Q: 3 clusters Score -6970338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6970332.000000 Penalty: 3553.236572
	Iteration 72Q: 3 clusters Score -6970332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6970334.000000 Penalty: 3553.236572
	Iteration 73Q: 3 clusters Score -6970334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6970332.000000 Penalty: 3553.236572
	Iteration 74Q: 3 clusters Score -6970332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6970330.000000 Penalty: 3553.236572
	Iteration 75Q: 3 clusters Score -6970330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6970335.000000 Penalty: 3553.236572
	Iteration 76Q: 3 clusters Score -6970335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6970336.000000 Penalty: 3553.236572
	Iteration 77Q: 3 clusters Score -6970336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6970340.500000 Penalty: 3553.236572
	Iteration 78Q: 3 clusters Score -6970340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6970338.000000 Penalty: 3553.236572
	Iteration 79Q: 3 clusters Score -6970338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6970337.000000 Penalty: 3553.236572
	Iteration 80F: 3 clusters Score -6970337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -6970339.000000 Penalty: 3553.236572
	Iteration 81Q: 3 clusters Score -6970339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6970338.500000 Penalty: 3553.236572
	Iteration 82Q: 3 clusters Score -6970338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6970338.500000 Penalty: 3553.236572
	Iteration 83F: 3 clusters Score -6970338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81859 members 
Mstep: Class 2 contains 42315 members 
Mstep: Class 3 contains 85166 members 
Mstep: Class 4 contains 46115 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 70548 members 
Mstep: Class 7 contains 62260 members 
Mstep: Class 8 contains 38194 members 
Mstep: Class 9 contains 3596 members 
Mstep: Class 10 contains 95013 members 
Mstep: Class 11 contains 13070 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 18 contains 18124 members 
Mstep: Class 19 contains 55996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574232.000000 Penalty: 34682.753906
Iteration 319Q: 17 clusters Score -7.557423e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81869 members 
Mstep: Class 2 contains 42315 members 
Mstep: Class 3 contains 85197 members 
Mstep: Class 4 contains 46104 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 70541 members 
Mstep: Class 7 contains 62267 members 
Mstep: Class 8 contains 38188 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 95028 members 
Mstep: Class 11 contains 12927 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 13 contains 1368 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 18 contains 18204 members 
Mstep: Class 19 contains 56007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574272.000000 Penalty: 34682.753906
Iteration 320F: 17 clusters Score -7.557427e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81880 members 
Mstep: Class 2 contains 42326 members 
Mstep: Class 3 contains 85207 members 
Mstep: Class 4 contains 46104 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 70540 members 
Mstep: Class 7 contains 62267 members 
Mstep: Class 8 contains 38188 members 
Mstep: Class 9 contains 3599 members 
Mstep: Class 10 contains 95034 members 
Mstep: Class 11 contains 12778 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 18 contains 18285 members 
Mstep: Class 19 contains 56021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574256.000000 Penalty: 34682.753906
Iteration 321Q: 17 clusters Score -7.557426e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81891 members 
Mstep: Class 2 contains 42344 members 
Mstep: Class 3 contains 85199 members 
Mstep: Class 4 contains 46102 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 70536 members 
Mstep: Class 7 contains 62277 members 
Mstep: Class 8 contains 38193 members 
Mstep: Class 9 contains 3600 members 
Mstep: Class 10 contains 95037 members 
Mstep: Class 11 contains 12644 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 1372 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 18 contains 18358 members 
Mstep: Class 19 contains 56040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574280.000000 Penalty: 34682.753906
Iteration 322Q: 17 clusters Score -7.557428e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 42362 members 
Mstep: Class 3 contains 85189 members 
Mstep: Class 4 contains 46096 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 70539 members 
Mstep: Class 7 contains 62290 members 
Mstep: Class 8 contains 38200 members 
Mstep: Class 9 contains 3602 members 
Mstep: Class 10 contains 95054 members 
Mstep: Class 11 contains 12492 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 1382 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 18 contains 18435 members 
Mstep: Class 19 contains 56048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574328.000000 Penalty: 34682.753906
Iteration 323Q: 17 clusters Score -7.557433e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 42372 members 
Mstep: Class 3 contains 85205 members 
Mstep: Class 4 contains 46094 members 
Mstep: Class 5 contains 3727 members 
Mstep: Class 6 contains 70542 members 
Mstep: Class 7 contains 62293 members 
Mstep: Class 8 contains 38199 members 
Mstep: Class 9 contains 3604 members 
Mstep: Class 10 contains 95076 members 
Mstep: Class 11 contains 12319 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 1386 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 18 contains 18518 members 
Mstep: Class 19 contains 56059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574432.000000 Penalty: 34682.753906
Iteration 324Q: 17 clusters Score -7.557443e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 42381 members 
Mstep: Class 3 contains 85217 members 
Mstep: Class 4 contains 46095 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 70540 members 
Mstep: Class 7 contains 62288 members 
Mstep: Class 8 contains 38194 members 
Mstep: Class 9 contains 3604 members 
Mstep: Class 10 contains 95105 members 
Mstep: Class 11 contains 12130 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 18 contains 18612 members 
Mstep: Class 19 contains 56083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574400.000000 Penalty: 34682.753906
Iteration 325Q: 17 clusters Score -7.55744e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81941 members 
Mstep: Class 2 contains 42398 members 
Mstep: Class 3 contains 85235 members 
Mstep: Class 4 contains 46093 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 70536 members 
Mstep: Class 7 contains 62290 members 
Mstep: Class 8 contains 38183 members 
Mstep: Class 9 contains 3598 members 
Mstep: Class 10 contains 95141 members 
Mstep: Class 11 contains 11949 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 1401 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 18 contains 18698 members 
Mstep: Class 19 contains 56103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574240.000000 Penalty: 34682.753906
Iteration 326Q: 17 clusters Score -7.557424e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81945 members 
Mstep: Class 2 contains 42425 members 
Mstep: Class 3 contains 85262 members 
Mstep: Class 4 contains 46089 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 70535 members 
Mstep: Class 7 contains 62307 members 
Mstep: Class 8 contains 38182 members 
Mstep: Class 9 contains 3599 members 
Mstep: Class 10 contains 95117 members 
Mstep: Class 11 contains 11759 members 
Mstep: Class 12 contains 3015 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 18797 members 
Mstep: Class 19 contains 56127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574448.000000 Penalty: 34682.753906
Iteration 327Q: 17 clusters Score -7.557445e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 42445 members 
Mstep: Class 3 contains 85312 members 
Mstep: Class 4 contains 46088 members 
Mstep: Class 5 contains 3759 members 
Mstep: Class 6 contains 70524 members 
Mstep: Class 7 contains 62312 members 
Mstep: Class 8 contains 38173 members 
Mstep: Class 9 contains 3600 members 
Mstep: Class 10 contains 95126 members 
Mstep: Class 11 contains 11552 members 
Mstep: Class 12 contains 3014 members 
Mstep: Class 13 contains 1428 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 18895 members 
Mstep: Class 19 contains 56144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574576.000000 Penalty: 34682.753906
Iteration 328Q: 17 clusters Score -7.557458e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 42468 members 
Mstep: Class 3 contains 85355 members 
Mstep: Class 4 contains 46088 members 
Mstep: Class 5 contains 3766 members 
Mstep: Class 6 contains 70519 members 
Mstep: Class 7 contains 62329 members 
Mstep: Class 8 contains 38173 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 95101 members 
Mstep: Class 11 contains 11359 members 
Mstep: Class 12 contains 3014 members 
Mstep: Class 13 contains 1440 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 19001 members 
Mstep: Class 19 contains 56163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574632.000000 Penalty: 34682.753906
Iteration 329Q: 17 clusters Score -7.557463e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 42490 members 
Mstep: Class 3 contains 85415 members 
Mstep: Class 4 contains 46092 members 
Mstep: Class 5 contains 3770 members 
Mstep: Class 6 contains 70507 members 
Mstep: Class 7 contains 62355 members 
Mstep: Class 8 contains 38175 members 
Mstep: Class 9 contains 3592 members 
Mstep: Class 10 contains 95074 members 
Mstep: Class 11 contains 11167 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 19090 members 
Mstep: Class 19 contains 56189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574512.000000 Penalty: 34682.753906
Iteration 330Q: 17 clusters Score -7.557451e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81941 members 
Mstep: Class 2 contains 42520 members 
Mstep: Class 3 contains 85468 members 
Mstep: Class 4 contains 46095 members 
Mstep: Class 5 contains 3772 members 
Mstep: Class 6 contains 70496 members 
Mstep: Class 7 contains 62387 members 
Mstep: Class 8 contains 38174 members 
Mstep: Class 9 contains 3591 members 
Mstep: Class 10 contains 95026 members 
Mstep: Class 11 contains 10981 members 
Mstep: Class 12 contains 3011 members 
Mstep: Class 13 contains 1453 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 19196 members 
Mstep: Class 19 contains 56208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574584.000000 Penalty: 34682.753906
Iteration 331Q: 17 clusters Score -7.557458e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81943 members 
Mstep: Class 2 contains 42552 members 
Mstep: Class 3 contains 85503 members 
Mstep: Class 4 contains 46090 members 
Mstep: Class 5 contains 3783 members 
Mstep: Class 6 contains 70476 members 
Mstep: Class 7 contains 62407 members 
Mstep: Class 8 contains 38182 members 
Mstep: Class 9 contains 3588 members 
Mstep: Class 10 contains 95008 members 
Mstep: Class 11 contains 10794 members 
Mstep: Class 12 contains 3009 members 
Mstep: Class 13 contains 1466 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 19300 members 
Mstep: Class 19 contains 56218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574672.000000 Penalty: 34682.753906
Iteration 332Q: 17 clusters Score -7.557467e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 42581 members 
Mstep: Class 3 contains 85547 members 
Mstep: Class 4 contains 46087 members 
Mstep: Class 5 contains 3794 members 
Mstep: Class 6 contains 70460 members 
Mstep: Class 7 contains 62418 members 
Mstep: Class 8 contains 38188 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 94961 members 
Mstep: Class 11 contains 10623 members 
Mstep: Class 12 contains 3007 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 19413 members 
Mstep: Class 19 contains 56232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574688.000000 Penalty: 34682.753906
Iteration 333Q: 17 clusters Score -7.557469e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 42601 members 
Mstep: Class 3 contains 85598 members 
Mstep: Class 4 contains 46076 members 
Mstep: Class 5 contains 3809 members 
Mstep: Class 6 contains 70443 members 
Mstep: Class 7 contains 62427 members 
Mstep: Class 8 contains 38193 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 94937 members 
Mstep: Class 11 contains 10463 members 
Mstep: Class 12 contains 3005 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 19504 members 
Mstep: Class 19 contains 56241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574864.000000 Penalty: 34682.753906
Iteration 334Q: 17 clusters Score -7.557486e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81934 members 
Mstep: Class 2 contains 42633 members 
Mstep: Class 3 contains 85657 members 
Mstep: Class 4 contains 46064 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 70432 members 
Mstep: Class 7 contains 62431 members 
Mstep: Class 8 contains 38205 members 
Mstep: Class 9 contains 3573 members 
Mstep: Class 10 contains 94881 members 
Mstep: Class 11 contains 10312 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 13 contains 1516 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 19601 members 
Mstep: Class 19 contains 56255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574880.000000 Penalty: 34682.753906
Iteration 335Q: 17 clusters Score -7.557488e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81916 members 
Mstep: Class 2 contains 42645 members 
Mstep: Class 3 contains 85728 members 
Mstep: Class 4 contains 46052 members 
Mstep: Class 5 contains 3846 members 
Mstep: Class 6 contains 70421 members 
Mstep: Class 7 contains 62440 members 
Mstep: Class 8 contains 38204 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 94833 members 
Mstep: Class 11 contains 10168 members 
Mstep: Class 12 contains 2998 members 
Mstep: Class 13 contains 1543 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 19685 members 
Mstep: Class 19 contains 56268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574952.000000 Penalty: 34682.753906
Iteration 336Q: 17 clusters Score -7.557495e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 42660 members 
Mstep: Class 3 contains 85818 members 
Mstep: Class 4 contains 46045 members 
Mstep: Class 5 contains 3857 members 
Mstep: Class 6 contains 70407 members 
Mstep: Class 7 contains 62446 members 
Mstep: Class 8 contains 38215 members 
Mstep: Class 9 contains 3573 members 
Mstep: Class 10 contains 94792 members 
Mstep: Class 11 contains 10023 members 
Mstep: Class 12 contains 2996 members 
Mstep: Class 13 contains 1564 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 19776 members 
Mstep: Class 19 contains 56262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574920.000000 Penalty: 34682.753906
Iteration 337Q: 17 clusters Score -7.557492e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 42685 members 
Mstep: Class 3 contains 85903 members 
Mstep: Class 4 contains 46039 members 
Mstep: Class 5 contains 3866 members 
Mstep: Class 6 contains 70404 members 
Mstep: Class 7 contains 62452 members 
Mstep: Class 8 contains 38224 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 94723 members 
Mstep: Class 11 contains 9884 members 
Mstep: Class 12 contains 2991 members 
Mstep: Class 13 contains 1590 members 
Mstep: Class 15 contains 935 members 
Mstep: Class 18 contains 19851 members 
Mstep: Class 19 contains 56263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575072.000000 Penalty: 34682.753906
Iteration 338Q: 17 clusters Score -7.557507e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81851 members 
Mstep: Class 2 contains 42711 members 
Mstep: Class 3 contains 85959 members 
Mstep: Class 4 contains 46034 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 70394 members 
Mstep: Class 7 contains 62475 members 
Mstep: Class 8 contains 38220 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 94675 members 
Mstep: Class 11 contains 9765 members 
Mstep: Class 12 contains 2989 members 
Mstep: Class 13 contains 1619 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 19915 members 
Mstep: Class 19 contains 56268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575016.000000 Penalty: 34682.753906
Iteration 339Q: 17 clusters Score -7.557502e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 42738 members 
Mstep: Class 3 contains 86009 members 
Mstep: Class 4 contains 46017 members 
Mstep: Class 5 contains 3886 members 
Mstep: Class 6 contains 70377 members 
Mstep: Class 7 contains 62490 members 
Mstep: Class 8 contains 38220 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 94653 members 
Mstep: Class 11 contains 9632 members 
Mstep: Class 12 contains 2986 members 
Mstep: Class 13 contains 1653 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 19978 members 
Mstep: Class 19 contains 56278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574960.000000 Penalty: 34682.753906
Iteration 340F: 17 clusters Score -7.557496e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81826 members 
Mstep: Class 2 contains 42772 members 
Mstep: Class 3 contains 86065 members 
Mstep: Class 4 contains 46002 members 
Mstep: Class 5 contains 3896 members 
Mstep: Class 6 contains 70358 members 
Mstep: Class 7 contains 62498 members 
Mstep: Class 8 contains 38214 members 
Mstep: Class 9 contains 3566 members 
Mstep: Class 10 contains 94620 members 
Mstep: Class 11 contains 9523 members 
Mstep: Class 12 contains 2981 members 
Mstep: Class 13 contains 1679 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 20038 members 
Mstep: Class 19 contains 56282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574856.000000 Penalty: 34682.753906
Iteration 341Q: 17 clusters Score -7.557486e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81814 members 
Mstep: Class 2 contains 42821 members 
Mstep: Class 3 contains 86123 members 
Mstep: Class 4 contains 45988 members 
Mstep: Class 5 contains 3913 members 
Mstep: Class 6 contains 70349 members 
Mstep: Class 7 contains 62507 members 
Mstep: Class 8 contains 38207 members 
Mstep: Class 9 contains 3564 members 
Mstep: Class 10 contains 94560 members 
Mstep: Class 11 contains 9412 members 
Mstep: Class 12 contains 2976 members 
Mstep: Class 13 contains 1711 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 20093 members 
Mstep: Class 19 contains 56282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574816.000000 Penalty: 34682.753906
Iteration 342Q: 17 clusters Score -7.557482e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 42860 members 
Mstep: Class 3 contains 86195 members 
Mstep: Class 4 contains 45973 members 
Mstep: Class 5 contains 3924 members 
Mstep: Class 6 contains 70338 members 
Mstep: Class 7 contains 62516 members 
Mstep: Class 8 contains 38194 members 
Mstep: Class 9 contains 3557 members 
Mstep: Class 10 contains 94515 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2971 members 
Mstep: Class 13 contains 1739 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 20172 members 
Mstep: Class 19 contains 56283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574880.000000 Penalty: 34682.753906
Iteration 343Q: 17 clusters Score -7.557488e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81777 members 
Mstep: Class 2 contains 42895 members 
Mstep: Class 3 contains 86239 members 
Mstep: Class 4 contains 45959 members 
Mstep: Class 5 contains 3940 members 
Mstep: Class 6 contains 70324 members 
Mstep: Class 7 contains 62527 members 
Mstep: Class 8 contains 38187 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 94487 members 
Mstep: Class 11 contains 9173 members 
Mstep: Class 12 contains 2967 members 
Mstep: Class 13 contains 1764 members 
Mstep: Class 15 contains 934 members 
Mstep: Class 18 contains 20258 members 
Mstep: Class 19 contains 56275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575032.000000 Penalty: 34682.753906
Iteration 344Q: 17 clusters Score -7.557503e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81752 members 
Mstep: Class 2 contains 42919 members 
Mstep: Class 3 contains 86288 members 
Mstep: Class 4 contains 45955 members 
Mstep: Class 5 contains 3953 members 
Mstep: Class 6 contains 70301 members 
Mstep: Class 7 contains 62535 members 
Mstep: Class 8 contains 38186 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 94483 members 
Mstep: Class 11 contains 9064 members 
Mstep: Class 12 contains 2964 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 18 contains 20329 members 
Mstep: Class 19 contains 56258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575112.000000 Penalty: 34682.753906
Iteration 345Q: 17 clusters Score -7.557511e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81725 members 
Mstep: Class 2 contains 42935 members 
Mstep: Class 3 contains 86340 members 
Mstep: Class 4 contains 45948 members 
Mstep: Class 5 contains 3980 members 
Mstep: Class 6 contains 70276 members 
Mstep: Class 7 contains 62532 members 
Mstep: Class 8 contains 38171 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 94482 members 
Mstep: Class 11 contains 8968 members 
Mstep: Class 12 contains 2963 members 
Mstep: Class 13 contains 1816 members 
Mstep: Class 15 contains 933 members 
Mstep: Class 18 contains 20399 members 
Mstep: Class 19 contains 56248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575272.000000 Penalty: 34682.753906
Iteration 346Q: 17 clusters Score -7.557527e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81703 members 
Mstep: Class 2 contains 42963 members 
Mstep: Class 3 contains 86402 members 
Mstep: Class 4 contains 45932 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 70250 members 
Mstep: Class 7 contains 62529 members 
Mstep: Class 8 contains 38166 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 94470 members 
Mstep: Class 11 contains 8884 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 13 contains 1844 members 
Mstep: Class 15 contains 932 members 
Mstep: Class 18 contains 20444 members 
Mstep: Class 19 contains 56242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575080.000000 Penalty: 34682.753906
Iteration 347Q: 17 clusters Score -7.557508e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81691 members 
Mstep: Class 2 contains 42980 members 
Mstep: Class 3 contains 86448 members 
Mstep: Class 4 contains 45914 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 70219 members 
Mstep: Class 7 contains 62523 members 
Mstep: Class 8 contains 38170 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 94482 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 2958 members 
Mstep: Class 13 contains 1874 members 
Mstep: Class 15 contains 929 members 
Mstep: Class 18 contains 20481 members 
Mstep: Class 19 contains 56224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575032.000000 Penalty: 34682.753906
Iteration 348Q: 17 clusters Score -7.557503e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81674 members 
Mstep: Class 2 contains 42992 members 
Mstep: Class 3 contains 86478 members 
Mstep: Class 4 contains 45901 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 70192 members 
Mstep: Class 7 contains 62522 members 
Mstep: Class 8 contains 38167 members 
Mstep: Class 9 contains 3553 members 
Mstep: Class 10 contains 94490 members 
Mstep: Class 11 contains 8719 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 1903 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 20534 members 
Mstep: Class 19 contains 56206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575144.000000 Penalty: 34682.753906
Iteration 349Q: 17 clusters Score -7.557514e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81672 members 
Mstep: Class 2 contains 42993 members 
Mstep: Class 3 contains 86537 members 
Mstep: Class 4 contains 45882 members 
Mstep: Class 5 contains 4058 members 
Mstep: Class 6 contains 70173 members 
Mstep: Class 7 contains 62511 members 
Mstep: Class 8 contains 38161 members 
Mstep: Class 9 contains 3555 members 
Mstep: Class 10 contains 94483 members 
Mstep: Class 11 contains 8633 members 
Mstep: Class 12 contains 2953 members 
Mstep: Class 13 contains 1923 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 20605 members 
Mstep: Class 19 contains 56187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575048.000000 Penalty: 34682.753906
Iteration 350Q: 17 clusters Score -7.557505e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81667 members 
Mstep: Class 2 contains 43000 members 
Mstep: Class 3 contains 86560 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 4091 members 
Mstep: Class 6 contains 70158 members 
Mstep: Class 7 contains 62489 members 
Mstep: Class 8 contains 38162 members 
Mstep: Class 9 contains 3553 members 
Mstep: Class 10 contains 94509 members 
Mstep: Class 11 contains 8552 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 1945 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 20665 members 
Mstep: Class 19 contains 56173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574992.000000 Penalty: 34682.753906
Iteration 351Q: 17 clusters Score -7.557499e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81653 members 
Mstep: Class 2 contains 43017 members 
Mstep: Class 3 contains 86576 members 
Mstep: Class 4 contains 45833 members 
Mstep: Class 5 contains 4108 members 
Mstep: Class 6 contains 70152 members 
Mstep: Class 7 contains 62465 members 
Mstep: Class 8 contains 38163 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 94548 members 
Mstep: Class 11 contains 8478 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 1973 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 20717 members 
Mstep: Class 19 contains 56145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575024.000000 Penalty: 34682.753906
Iteration 352Q: 17 clusters Score -7.557502e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 43025 members 
Mstep: Class 3 contains 86587 members 
Mstep: Class 4 contains 45821 members 
Mstep: Class 5 contains 4131 members 
Mstep: Class 6 contains 70156 members 
Mstep: Class 7 contains 62451 members 
Mstep: Class 8 contains 38166 members 
Mstep: Class 9 contains 3558 members 
Mstep: Class 10 contains 94572 members 
Mstep: Class 11 contains 8396 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 20777 members 
Mstep: Class 19 contains 56107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575080.000000 Penalty: 34682.753906
Iteration 353Q: 17 clusters Score -7.557508e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81610 members 
Mstep: Class 2 contains 43037 members 
Mstep: Class 3 contains 86601 members 
Mstep: Class 4 contains 45806 members 
Mstep: Class 5 contains 4153 members 
Mstep: Class 6 contains 70161 members 
Mstep: Class 7 contains 62441 members 
Mstep: Class 8 contains 38170 members 
Mstep: Class 9 contains 3562 members 
Mstep: Class 10 contains 94584 members 
Mstep: Class 11 contains 8311 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 2028 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 20836 members 
Mstep: Class 19 contains 56077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575080.000000 Penalty: 34682.753906
Iteration 354Q: 17 clusters Score -7.557508e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 43037 members 
Mstep: Class 3 contains 86634 members 
Mstep: Class 4 contains 45792 members 
Mstep: Class 5 contains 4177 members 
Mstep: Class 6 contains 70158 members 
Mstep: Class 7 contains 62421 members 
Mstep: Class 8 contains 38168 members 
Mstep: Class 9 contains 3562 members 
Mstep: Class 10 contains 94583 members 
Mstep: Class 11 contains 8229 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 2048 members 
Mstep: Class 15 contains 929 members 
Mstep: Class 18 contains 20912 members 
Mstep: Class 19 contains 56065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575040.000000 Penalty: 34682.753906
Iteration 355Q: 17 clusters Score -7.557504e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81568 members 
Mstep: Class 2 contains 43042 members 
Mstep: Class 3 contains 86686 members 
Mstep: Class 4 contains 45776 members 
Mstep: Class 5 contains 4198 members 
Mstep: Class 6 contains 70153 members 
Mstep: Class 7 contains 62394 members 
Mstep: Class 8 contains 38163 members 
Mstep: Class 9 contains 3558 members 
Mstep: Class 10 contains 94575 members 
Mstep: Class 11 contains 8170 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 2068 members 
Mstep: Class 15 contains 929 members 
Mstep: Class 18 contains 20966 members 
Mstep: Class 19 contains 56059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574888.000000 Penalty: 34682.753906
Iteration 356Q: 17 clusters Score -7.557489e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81555 members 
Mstep: Class 2 contains 43050 members 
Mstep: Class 3 contains 86717 members 
Mstep: Class 4 contains 45758 members 
Mstep: Class 5 contains 4215 members 
Mstep: Class 6 contains 70140 members 
Mstep: Class 7 contains 62392 members 
Mstep: Class 8 contains 38161 members 
Mstep: Class 9 contains 3560 members 
Mstep: Class 10 contains 94561 members 
Mstep: Class 11 contains 8123 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 15 contains 929 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 56047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574968.000000 Penalty: 34682.753906
Iteration 357Q: 17 clusters Score -7.557497e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 43050 members 
Mstep: Class 3 contains 86743 members 
Mstep: Class 4 contains 45744 members 
Mstep: Class 5 contains 4228 members 
Mstep: Class 6 contains 70144 members 
Mstep: Class 7 contains 62386 members 
Mstep: Class 8 contains 38155 members 
Mstep: Class 9 contains 3574 members 
Mstep: Class 10 contains 94544 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 2105 members 
Mstep: Class 15 contains 929 members 
Mstep: Class 18 contains 21054 members 
Mstep: Class 19 contains 56034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575040.000000 Penalty: 34682.753906
Iteration 358Q: 17 clusters Score -7.557504e+07 nChanged 463
Entering ConstructFrom: 
Score: -75575040.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (81518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81518 members 
Entering Unmasked Estep 
Score: -10127351.000000 Penalty: 1837.644165
	Iteration 0F: 2 clusters Score -1.012735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -10074885.000000 Penalty: 3675.288330
	Iteration 0F: 3 clusters Score -1.007488e+07 nChanged 38843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -10097277.000000 Penalty: 3675.288330
	Iteration 1F: 3 clusters Score -1.009728e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -10098006.000000 Penalty: 3675.288330
	Iteration 2Q: 3 clusters Score -1.009801e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -10098845.000000 Penalty: 3675.288330
	Iteration 3Q: 3 clusters Score -1.009884e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -10100066.000000 Penalty: 3675.288330
	Iteration 4Q: 3 clusters Score -1.010007e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -10102119.000000 Penalty: 3675.288330
	Iteration 5Q: 3 clusters Score -1.010212e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -10105181.000000 Penalty: 3675.288330
	Iteration 6F: 3 clusters Score -1.010518e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 59603 members 
Entering Unmasked Estep 
Score: -10109104.000000 Penalty: 3675.288330
	Iteration 7F: 3 clusters Score -1.01091e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -10113188.000000 Penalty: 3675.288330
	Iteration 8F: 3 clusters Score -1.011319e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -10117062.000000 Penalty: 3675.288330
	Iteration 9F: 3 clusters Score -1.011706e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 72945 members 
Entering Unmasked Estep 
Score: -10120013.000000 Penalty: 3675.288330
	Iteration 10Q: 3 clusters Score -1.012001e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -10121910.000000 Penalty: 3675.288330
	Iteration 11Q: 3 clusters Score -1.012191e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -10123129.000000 Penalty: 3675.288330
	Iteration 12Q: 3 clusters Score -1.012313e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -10123914.000000 Penalty: 3675.288330
	Iteration 13Q: 3 clusters Score -1.012391e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
Score: -10124458.000000 Penalty: 3675.288330
	Iteration 14Q: 3 clusters Score -1.012446e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -10124837.000000 Penalty: 3675.288330
	Iteration 15Q: 3 clusters Score -1.012484e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 79743 members 
Entering Unmasked Estep 
Score: -10125095.000000 Penalty: 3675.288330
	Iteration 16Q: 3 clusters Score -1.01251e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 80024 members 
Entering Unmasked Estep 
Score: -10125280.000000 Penalty: 3675.288330
	Iteration 17Q: 3 clusters Score -1.012528e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 80221 members 
Entering Unmasked Estep 
Score: -10125437.000000 Penalty: 3675.288330
	Iteration 18Q: 3 clusters Score -1.012544e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -10125550.000000 Penalty: 3675.288330
	Iteration 19Q: 3 clusters Score -1.012555e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -10125634.000000 Penalty: 3675.288330
	Iteration 20F: 3 clusters Score -1.012563e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 80583 members 
Entering Unmasked Estep 
Score: -10125672.000000 Penalty: 3675.288330
	Iteration 21Q: 3 clusters Score -1.012567e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -10125695.000000 Penalty: 3675.288330
	Iteration 22Q: 3 clusters Score -1.01257e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -10125718.000000 Penalty: 3675.288330
	Iteration 23Q: 3 clusters Score -1.012572e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 80696 members 
Entering Unmasked Estep 
Score: -10125741.000000 Penalty: 3675.288330
	Iteration 24Q: 3 clusters Score -1.012574e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 80716 members 
Entering Unmasked Estep 
Score: -10125754.000000 Penalty: 3675.288330
	Iteration 25Q: 3 clusters Score -1.012575e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 80741 members 
Entering Unmasked Estep 
Score: -10125757.000000 Penalty: 3675.288330
	Iteration 26Q: 3 clusters Score -1.012576e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -10125780.000000 Penalty: 3675.288330
	Iteration 27Q: 3 clusters Score -1.012578e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 80766 members 
Entering Unmasked Estep 
Score: -10125794.000000 Penalty: 3675.288330
	Iteration 28Q: 3 clusters Score -1.012579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 80776 members 
Entering Unmasked Estep 
Score: -10125786.000000 Penalty: 3675.288330
	Iteration 29Q: 3 clusters Score -1.012579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -10125785.000000 Penalty: 3675.288330
	Iteration 30Q: 3 clusters Score -1.012578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 80802 members 
Entering Unmasked Estep 
Score: -10125783.000000 Penalty: 3675.288330
	Iteration 31Q: 3 clusters Score -1.012578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 80811 members 
Entering Unmasked Estep 
Score: -10125791.000000 Penalty: 3675.288330
	Iteration 32Q: 3 clusters Score -1.012579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 80817 members 
Entering Unmasked Estep 
Score: -10125797.000000 Penalty: 3675.288330
	Iteration 33Q: 3 clusters Score -1.01258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 80822 members 
Entering Unmasked Estep 
Score: -10125792.000000 Penalty: 3675.288330
	Iteration 34Q: 3 clusters Score -1.012579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -10125797.000000 Penalty: 3675.288330
	Iteration 35Q: 3 clusters Score -1.01258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 80832 members 
Entering Unmasked Estep 
Score: -10125808.000000 Penalty: 3675.288330
	Iteration 36Q: 3 clusters Score -1.012581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 80836 members 
Entering Unmasked Estep 
Score: -10125800.000000 Penalty: 3675.288330
	Iteration 37Q: 3 clusters Score -1.01258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -10125798.000000 Penalty: 3675.288330
	Iteration 38Q: 3 clusters Score -1.01258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -10125801.000000 Penalty: 3675.288330
	Iteration 39Q: 3 clusters Score -1.01258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -10125801.000000 Penalty: 3675.288330
	Iteration 40F: 3 clusters Score -1.01258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Entering Unmasked Estep 
Score: -5359219.000000 Penalty: 1733.901611
	Iteration 0F: 2 clusters Score -5359219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -5330511.000000 Penalty: 3467.803223
	Iteration 0F: 3 clusters Score -5330511 nChanged 20049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -5341570.000000 Penalty: 3467.803223
	Iteration 1F: 3 clusters Score -5341570 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -5341941.000000 Penalty: 3467.803223
	Iteration 2Q: 3 clusters Score -5341941 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -5342374.000000 Penalty: 3467.803223
	Iteration 3Q: 3 clusters Score -5342374 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -5342891.000000 Penalty: 3467.803223
	Iteration 4Q: 3 clusters Score -5342891 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -5343455.000000 Penalty: 3467.803223
	Iteration 5Q: 3 clusters Score -5343455 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -5344233.500000 Penalty: 3467.803223
	Iteration 6Q: 3 clusters Score -5344234 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -5345318.000000 Penalty: 3467.803223
	Iteration 7F: 3 clusters Score -5345318 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -5347019.000000 Penalty: 3467.803223
	Iteration 8F: 3 clusters Score -5347019 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -5349358.000000 Penalty: 3467.803223
	Iteration 9F: 3 clusters Score -5349358 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -5351929.000000 Penalty: 3467.803223
	Iteration 10F: 3 clusters Score -5351929 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -5354151.000000 Penalty: 3467.803223
	Iteration 11F: 3 clusters Score -5354151 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5355625.000000 Penalty: 3467.803223
	Iteration 12Q: 3 clusters Score -5355625 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5356479.500000 Penalty: 3467.803223
	Iteration 13Q: 3 clusters Score -5356480 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5356990.500000 Penalty: 3467.803223
	Iteration 14Q: 3 clusters Score -5356990 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5357250.500000 Penalty: 3467.803223
	Iteration 15Q: 3 clusters Score -5357250 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5357430.500000 Penalty: 3467.803223
	Iteration 16Q: 3 clusters Score -5357430 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5357567.500000 Penalty: 3467.803223
	Iteration 17Q: 3 clusters Score -5357568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5357627.500000 Penalty: 3467.803223
	Iteration 18Q: 3 clusters Score -5357628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5357663.500000 Penalty: 3467.803223
	Iteration 19Q: 3 clusters Score -5357664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5357689.000000 Penalty: 3467.803223
	Iteration 20F: 3 clusters Score -5357689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5357712.000000 Penalty: 3467.803223
	Iteration 21Q: 3 clusters Score -5357712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5357722.000000 Penalty: 3467.803223
	Iteration 22Q: 3 clusters Score -5357722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5357728.000000 Penalty: 3467.803223
	Iteration 23Q: 3 clusters Score -5357728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5357732.500000 Penalty: 3467.803223
	Iteration 24Q: 3 clusters Score -5357732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5357734.500000 Penalty: 3467.803223
	Iteration 25Q: 3 clusters Score -5357734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5357732.500000 Penalty: 3467.803223
	Iteration 26Q: 3 clusters Score -5357732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5357732.500000 Penalty: 3467.803223
	Iteration 27Q: 3 clusters Score -5357732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5357739.000000 Penalty: 3467.803223
	Iteration 28Q: 3 clusters Score -5357739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5357739.500000 Penalty: 3467.803223
	Iteration 29Q: 3 clusters Score -5357740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5357740.000000 Penalty: 3467.803223
	Iteration 30Q: 3 clusters Score -5357740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5357741.500000 Penalty: 3467.803223
	Iteration 31Q: 3 clusters Score -5357742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5357742.500000 Penalty: 3467.803223
	Iteration 32Q: 3 clusters Score -5357742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5357752.500000 Penalty: 3467.803223
	Iteration 33Q: 3 clusters Score -5357752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5357755.000000 Penalty: 3467.803223
	Iteration 34Q: 3 clusters Score -5357755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5357760.500000 Penalty: 3467.803223
	Iteration 35Q: 3 clusters Score -5357760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5357764.500000 Penalty: 3467.803223
	Iteration 36Q: 3 clusters Score -5357764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5357764.500000 Penalty: 3467.803223
	Iteration 37F: 3 clusters Score -5357764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86762 members 
Entering Unmasked Estep 
Score: -10747229.000000 Penalty: 1847.775146
	Iteration 0F: 2 clusters Score -1.074723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -10691177.000000 Penalty: 3695.550293
	Iteration 0F: 3 clusters Score -1.069118e+07 nChanged 41277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -10714814.000000 Penalty: 3695.550293
	Iteration 1F: 3 clusters Score -1.071481e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -10715834.000000 Penalty: 3695.550293
	Iteration 2Q: 3 clusters Score -1.071583e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -10717307.000000 Penalty: 3695.550293
	Iteration 3Q: 3 clusters Score -1.071731e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -10719547.000000 Penalty: 3695.550293
	Iteration 4F: 3 clusters Score -1.071955e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -10723136.000000 Penalty: 3695.550293
	Iteration 5F: 3 clusters Score -1.072314e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -10728273.000000 Penalty: 3695.550293
	Iteration 6F: 3 clusters Score -1.072827e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -10733921.000000 Penalty: 3695.550293
	Iteration 7F: 3 clusters Score -1.073392e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -10738078.000000 Penalty: 3695.550293
	Iteration 8F: 3 clusters Score -1.073808e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -10739835.000000 Penalty: 3695.550293
	Iteration 9Q: 3 clusters Score -1.073984e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69057 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -10740803.000000 Penalty: 3695.550293
	Iteration 10Q: 3 clusters Score -1.07408e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70057 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -10741569.000000 Penalty: 3695.550293
	Iteration 11Q: 3 clusters Score -1.074157e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71122 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -10742156.000000 Penalty: 3695.550293
	Iteration 12Q: 3 clusters Score -1.074216e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -10742603.000000 Penalty: 3695.550293
	Iteration 13Q: 3 clusters Score -1.07426e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -10743048.000000 Penalty: 3695.550293
	Iteration 14Q: 3 clusters Score -1.074305e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74380 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -10743431.000000 Penalty: 3695.550293
	Iteration 15Q: 3 clusters Score -1.074343e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75549 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -10743815.000000 Penalty: 3695.550293
	Iteration 16Q: 3 clusters Score -1.074382e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -10744195.000000 Penalty: 3695.550293
	Iteration 17Q: 3 clusters Score -1.07442e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77892 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -10744552.000000 Penalty: 3695.550293
	Iteration 18Q: 3 clusters Score -1.074455e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79002 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -10744876.000000 Penalty: 3695.550293
	Iteration 19Q: 3 clusters Score -1.074488e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80033 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -10745062.000000 Penalty: 3695.550293
	Iteration 20F: 3 clusters Score -1.074506e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -10745298.000000 Penalty: 3695.550293
	Iteration 21Q: 3 clusters Score -1.07453e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81917 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -10745452.000000 Penalty: 3695.550293
	Iteration 22Q: 3 clusters Score -1.074545e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -10745539.000000 Penalty: 3695.550293
	Iteration 23Q: 3 clusters Score -1.074554e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83312 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -10745621.000000 Penalty: 3695.550293
	Iteration 24Q: 3 clusters Score -1.074562e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83875 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -10745721.000000 Penalty: 3695.550293
	Iteration 25Q: 3 clusters Score -1.074572e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -10745817.000000 Penalty: 3695.550293
	Iteration 26Q: 3 clusters Score -1.074582e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84678 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -10745840.000000 Penalty: 3695.550293
	Iteration 27Q: 3 clusters Score -1.074584e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84951 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -10745853.000000 Penalty: 3695.550293
	Iteration 28Q: 3 clusters Score -1.074585e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85178 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -10745841.000000 Penalty: 3695.550293
	Iteration 29Q: 3 clusters Score -1.074584e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -10745891.000000 Penalty: 3695.550293
	Iteration 30Q: 3 clusters Score -1.074589e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85500 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -10745902.000000 Penalty: 3695.550293
	Iteration 31Q: 3 clusters Score -1.07459e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85611 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -10745922.000000 Penalty: 3695.550293
	Iteration 32Q: 3 clusters Score -1.074592e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85708 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -10745907.000000 Penalty: 3695.550293
	Iteration 33Q: 3 clusters Score -1.074591e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10745911.000000 Penalty: 3695.550293
	Iteration 34Q: 3 clusters Score -1.074591e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -10745927.000000 Penalty: 3695.550293
	Iteration 35Q: 3 clusters Score -1.074593e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85916 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -10745931.000000 Penalty: 3695.550293
	Iteration 36Q: 3 clusters Score -1.074593e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85958 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -10745929.000000 Penalty: 3695.550293
	Iteration 37Q: 3 clusters Score -1.074593e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85983 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10745929.000000 Penalty: 3695.550293
	Iteration 38Q: 3 clusters Score -1.074593e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86007 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10745927.000000 Penalty: 3695.550293
	Iteration 39Q: 3 clusters Score -1.074593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86025 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10745919.000000 Penalty: 3695.550293
	Iteration 40F: 3 clusters Score -1.074592e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86050 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10745916.000000 Penalty: 3695.550293
	Iteration 41Q: 3 clusters Score -1.074592e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86073 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -10745908.000000 Penalty: 3695.550293
	Iteration 42Q: 3 clusters Score -1.074591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86093 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10745892.000000 Penalty: 3695.550293
	Iteration 43Q: 3 clusters Score -1.074589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86109 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -10745901.000000 Penalty: 3695.550293
	Iteration 44Q: 3 clusters Score -1.07459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86120 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10745910.000000 Penalty: 3695.550293
	Iteration 45Q: 3 clusters Score -1.074591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10745917.000000 Penalty: 3695.550293
	Iteration 46Q: 3 clusters Score -1.074592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10745925.000000 Penalty: 3695.550293
	Iteration 47Q: 3 clusters Score -1.074592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -10745921.000000 Penalty: 3695.550293
	Iteration 48Q: 3 clusters Score -1.074592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -10745927.000000 Penalty: 3695.550293
	Iteration 49Q: 3 clusters Score -1.074593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -10745927.000000 Penalty: 3695.550293
	Iteration 50F: 3 clusters Score -1.074593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Entering Unmasked Estep 
Score: -5682251.500000 Penalty: 1743.700684
	Iteration 0F: 2 clusters Score -5682252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -5651579.500000 Penalty: 3487.401367
	Iteration 0F: 3 clusters Score -5651580 nChanged 21437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -5663485.500000 Penalty: 3487.401367
	Iteration 1F: 3 clusters Score -5663486 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -5663989.000000 Penalty: 3487.401367
	Iteration 2Q: 3 clusters Score -5663989 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -5664577.500000 Penalty: 3487.401367
	Iteration 3Q: 3 clusters Score -5664578 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -5665226.500000 Penalty: 3487.401367
	Iteration 4Q: 3 clusters Score -5665226 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -5666252.500000 Penalty: 3487.401367
	Iteration 5Q: 3 clusters Score -5666252 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -5667643.000000 Penalty: 3487.401367
	Iteration 6F: 3 clusters Score -5667643 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -5669924.500000 Penalty: 3487.401367
	Iteration 7F: 3 clusters Score -5669924 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -5673018.500000 Penalty: 3487.401367
	Iteration 8F: 3 clusters Score -5673018 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -5676316.500000 Penalty: 3487.401367
	Iteration 9F: 3 clusters Score -5676316 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -5678765.000000 Penalty: 3487.401367
	Iteration 10F: 3 clusters Score -5678765 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -5679910.500000 Penalty: 3487.401367
	Iteration 11Q: 3 clusters Score -5679910 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -5680393.000000 Penalty: 3487.401367
	Iteration 12Q: 3 clusters Score -5680393 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -5680573.500000 Penalty: 3487.401367
	Iteration 13Q: 3 clusters Score -5680574 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -5680666.000000 Penalty: 3487.401367
	Iteration 14Q: 3 clusters Score -5680666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -5680720.500000 Penalty: 3487.401367
	Iteration 15Q: 3 clusters Score -5680720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -5680743.000000 Penalty: 3487.401367
	Iteration 16Q: 3 clusters Score -5680743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -5680748.000000 Penalty: 3487.401367
	Iteration 17Q: 3 clusters Score -5680748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -5680755.500000 Penalty: 3487.401367
	Iteration 18Q: 3 clusters Score -5680756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -5680766.500000 Penalty: 3487.401367
	Iteration 19Q: 3 clusters Score -5680766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -5680772.000000 Penalty: 3487.401367
	Iteration 20F: 3 clusters Score -5680772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -5680782.500000 Penalty: 3487.401367
	Iteration 21Q: 3 clusters Score -5680782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -5680784.500000 Penalty: 3487.401367
	Iteration 22Q: 3 clusters Score -5680784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -5680786.500000 Penalty: 3487.401367
	Iteration 23Q: 3 clusters Score -5680786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -5680791.000000 Penalty: 3487.401367
	Iteration 24Q: 3 clusters Score -5680791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -5680795.500000 Penalty: 3487.401367
	Iteration 25Q: 3 clusters Score -5680796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -5680795.500000 Penalty: 3487.401367
	Iteration 26F: 3 clusters Score -5680796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Entering Unmasked Estep 
Score: -530766.312500 Penalty: 1357.328369
	Iteration 0F: 2 clusters Score -530766.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -527217.250000 Penalty: 2714.656738
	Iteration 0F: 3 clusters Score -527217.2 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -528151.437500 Penalty: 2714.656738
	Iteration 1F: 3 clusters Score -528151.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -528299.000000 Penalty: 2714.656738
	Iteration 2F: 3 clusters Score -528299 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -528394.625000 Penalty: 2714.656738
	Iteration 3Q: 3 clusters Score -528394.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -528473.437500 Penalty: 2714.656738
	Iteration 4Q: 3 clusters Score -528473.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -528531.187500 Penalty: 2714.656738
	Iteration 5Q: 3 clusters Score -528531.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -528572.625000 Penalty: 2714.656738
	Iteration 6Q: 3 clusters Score -528572.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -528604.750000 Penalty: 2714.656738
	Iteration 7Q: 3 clusters Score -528604.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -528649.875000 Penalty: 2714.656738
	Iteration 8Q: 3 clusters Score -528649.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -528689.312500 Penalty: 2714.656738
	Iteration 9Q: 3 clusters Score -528689.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -528726.375000 Penalty: 2714.656738
	Iteration 10Q: 3 clusters Score -528726.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -528764.750000 Penalty: 2714.656738
	Iteration 11Q: 3 clusters Score -528764.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -528805.562500 Penalty: 2714.656738
	Iteration 12Q: 3 clusters Score -528805.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -528840.312500 Penalty: 2714.656738
	Iteration 13Q: 3 clusters Score -528840.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -528870.937500 Penalty: 2714.656738
	Iteration 14Q: 3 clusters Score -528870.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -528902.687500 Penalty: 2714.656738
	Iteration 15Q: 3 clusters Score -528902.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -528937.187500 Penalty: 2714.656738
	Iteration 16Q: 3 clusters Score -528937.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -528968.500000 Penalty: 2714.656738
	Iteration 17Q: 3 clusters Score -528968.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -528998.187500 Penalty: 2714.656738
	Iteration 18Q: 3 clusters Score -528998.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -529027.062500 Penalty: 2714.656738
	Iteration 19Q: 3 clusters Score -529027.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -529067.062500 Penalty: 2714.656738
	Iteration 20F: 3 clusters Score -529067.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -529113.000000 Penalty: 2714.656738
	Iteration 21Q: 3 clusters Score -529113 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -529169.687500 Penalty: 2714.656738
	Iteration 22Q: 3 clusters Score -529169.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -529237.062500 Penalty: 2714.656738
	Iteration 23Q: 3 clusters Score -529237.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -529285.500000 Penalty: 2714.656738
	Iteration 24Q: 3 clusters Score -529285.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -529321.500000 Penalty: 2714.656738
	Iteration 25Q: 3 clusters Score -529321.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -529350.187500 Penalty: 2714.656738
	Iteration 26Q: 3 clusters Score -529350.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -529379.875000 Penalty: 2714.656738
	Iteration 27Q: 3 clusters Score -529379.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -529405.000000 Penalty: 2714.656738
	Iteration 28Q: 3 clusters Score -529405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -529426.500000 Penalty: 2714.656738
	Iteration 29Q: 3 clusters Score -529426.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -529445.687500 Penalty: 2714.656738
	Iteration 30Q: 3 clusters Score -529445.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -529457.187500 Penalty: 2714.656738
	Iteration 31Q: 3 clusters Score -529457.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -529470.125000 Penalty: 2714.656738
	Iteration 32Q: 3 clusters Score -529470.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -529482.875000 Penalty: 2714.656738
	Iteration 33Q: 3 clusters Score -529482.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -529510.750000 Penalty: 2714.656738
	Iteration 34Q: 3 clusters Score -529510.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -529544.125000 Penalty: 2714.656738
	Iteration 35Q: 3 clusters Score -529544.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -529571.812500 Penalty: 2714.656738
	Iteration 36Q: 3 clusters Score -529571.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -529585.000000 Penalty: 2714.656738
	Iteration 37Q: 3 clusters Score -529585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -529600.312500 Penalty: 2714.656738
	Iteration 38Q: 3 clusters Score -529600.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -529613.750000 Penalty: 2714.656738
	Iteration 39Q: 3 clusters Score -529613.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -529624.062500 Penalty: 2714.656738
	Iteration 40F: 3 clusters Score -529624.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -529631.500000 Penalty: 2714.656738
	Iteration 41Q: 3 clusters Score -529631.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -529634.250000 Penalty: 2714.656738
	Iteration 42Q: 3 clusters Score -529634.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -529637.312500 Penalty: 2714.656738
	Iteration 43Q: 3 clusters Score -529637.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -529640.562500 Penalty: 2714.656738
	Iteration 44Q: 3 clusters Score -529640.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -529640.875000 Penalty: 2714.656738
	Iteration 45Q: 3 clusters Score -529640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -529640.875000 Penalty: 2714.656738
	Iteration 46F: 3 clusters Score -529640.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70148 members 
Entering Unmasked Estep 
Score: -8738100.000000 Penalty: 1813.233887
	Iteration 0F: 2 clusters Score -8738100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -8692479.000000 Penalty: 3626.467773
	Iteration 0F: 3 clusters Score -8692479 nChanged 33226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -8711137.000000 Penalty: 3626.467773
	Iteration 1F: 3 clusters Score -8711137 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -8711623.000000 Penalty: 3626.467773
	Iteration 2Q: 3 clusters Score -8711623 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -8712135.000000 Penalty: 3626.467773
	Iteration 3Q: 3 clusters Score -8712135 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -8712639.000000 Penalty: 3626.467773
	Iteration 4Q: 3 clusters Score -8712639 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -8713274.000000 Penalty: 3626.467773
	Iteration 5Q: 3 clusters Score -8713274 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -8714216.000000 Penalty: 3626.467773
	Iteration 6Q: 3 clusters Score -8714216 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -8715512.000000 Penalty: 3626.467773
	Iteration 7Q: 3 clusters Score -8715512 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -8717428.000000 Penalty: 3626.467773
	Iteration 8Q: 3 clusters Score -8717428 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -8720263.000000 Penalty: 3626.467773
	Iteration 9F: 3 clusters Score -8720263 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -8723360.000000 Penalty: 3626.467773
	Iteration 10F: 3 clusters Score -8723360 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -8726201.000000 Penalty: 3626.467773
	Iteration 11F: 3 clusters Score -8726201 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -8728358.000000 Penalty: 3626.467773
	Iteration 12Q: 3 clusters Score -8728358 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58937 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -8729952.000000 Penalty: 3626.467773
	Iteration 13Q: 3 clusters Score -8729952 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -8731122.000000 Penalty: 3626.467773
	Iteration 14Q: 3 clusters Score -8731122 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -8732027.000000 Penalty: 3626.467773
	Iteration 15Q: 3 clusters Score -8732027 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -8732748.000000 Penalty: 3626.467773
	Iteration 16Q: 3 clusters Score -8732748 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63998 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -8733331.000000 Penalty: 3626.467773
	Iteration 17Q: 3 clusters Score -8733331 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -8733872.000000 Penalty: 3626.467773
	Iteration 18Q: 3 clusters Score -8733872 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65538 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -8734290.000000 Penalty: 3626.467773
	Iteration 19Q: 3 clusters Score -8734290 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66160 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -8734657.000000 Penalty: 3626.467773
	Iteration 20F: 3 clusters Score -8734657 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66720 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -8734995.000000 Penalty: 3626.467773
	Iteration 21Q: 3 clusters Score -8734995 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67221 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -8735269.000000 Penalty: 3626.467773
	Iteration 22Q: 3 clusters Score -8735269 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67644 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -8735546.000000 Penalty: 3626.467773
	Iteration 23Q: 3 clusters Score -8735546 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8735729.000000 Penalty: 3626.467773
	Iteration 24Q: 3 clusters Score -8735729 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -8735922.000000 Penalty: 3626.467773
	Iteration 25Q: 3 clusters Score -8735922 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68523 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -8736043.000000 Penalty: 3626.467773
	Iteration 26Q: 3 clusters Score -8736043 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8736139.000000 Penalty: 3626.467773
	Iteration 27Q: 3 clusters Score -8736139 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68837 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8736215.000000 Penalty: 3626.467773
	Iteration 28Q: 3 clusters Score -8736215 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68954 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8736277.000000 Penalty: 3626.467773
	Iteration 29Q: 3 clusters Score -8736277 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69054 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8736356.000000 Penalty: 3626.467773
	Iteration 30Q: 3 clusters Score -8736356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69113 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8736371.000000 Penalty: 3626.467773
	Iteration 31Q: 3 clusters Score -8736371 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69153 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8736385.000000 Penalty: 3626.467773
	Iteration 32Q: 3 clusters Score -8736385 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69197 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8736415.000000 Penalty: 3626.467773
	Iteration 33Q: 3 clusters Score -8736415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8736429.000000 Penalty: 3626.467773
	Iteration 34Q: 3 clusters Score -8736429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69255 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8736423.000000 Penalty: 3626.467773
	Iteration 35Q: 3 clusters Score -8736423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8736442.000000 Penalty: 3626.467773
	Iteration 36Q: 3 clusters Score -8736442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69283 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8736446.000000 Penalty: 3626.467773
	Iteration 37Q: 3 clusters Score -8736446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69301 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8736459.000000 Penalty: 3626.467773
	Iteration 38Q: 3 clusters Score -8736459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8736469.000000 Penalty: 3626.467773
	Iteration 39Q: 3 clusters Score -8736469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69337 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8736476.000000 Penalty: 3626.467773
	Iteration 40F: 3 clusters Score -8736476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69345 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8736483.000000 Penalty: 3626.467773
	Iteration 41Q: 3 clusters Score -8736483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69355 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8736492.000000 Penalty: 3626.467773
	Iteration 42Q: 3 clusters Score -8736492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8736495.000000 Penalty: 3626.467773
	Iteration 43Q: 3 clusters Score -8736495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8736497.000000 Penalty: 3626.467773
	Iteration 44Q: 3 clusters Score -8736497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8736499.000000 Penalty: 3626.467773
	Iteration 45Q: 3 clusters Score -8736499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69384 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8736503.000000 Penalty: 3626.467773
	Iteration 46Q: 3 clusters Score -8736503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69388 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8736509.000000 Penalty: 3626.467773
	Iteration 47Q: 3 clusters Score -8736509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8736512.000000 Penalty: 3626.467773
	Iteration 48Q: 3 clusters Score -8736512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8736513.000000 Penalty: 3626.467773
	Iteration 49Q: 3 clusters Score -8736513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69395 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8736508.000000 Penalty: 3626.467773
	Iteration 50Q: 3 clusters Score -8736508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8736501.000000 Penalty: 3626.467773
	Iteration 51Q: 3 clusters Score -8736501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69405 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8736510.000000 Penalty: 3626.467773
	Iteration 52Q: 3 clusters Score -8736510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69408 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8736509.000000 Penalty: 3626.467773
	Iteration 53Q: 3 clusters Score -8736509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8736514.000000 Penalty: 3626.467773
	Iteration 54Q: 3 clusters Score -8736514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8736511.000000 Penalty: 3626.467773
	Iteration 55Q: 3 clusters Score -8736511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8736516.000000 Penalty: 3626.467773
	Iteration 56Q: 3 clusters Score -8736516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69426 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8736517.000000 Penalty: 3626.467773
	Iteration 57Q: 3 clusters Score -8736517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8736522.000000 Penalty: 3626.467773
	Iteration 58Q: 3 clusters Score -8736522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8736518.000000 Penalty: 3626.467773
	Iteration 59Q: 3 clusters Score -8736518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69434 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8736519.000000 Penalty: 3626.467773
	Iteration 60F: 3 clusters Score -8736519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69436 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8736523.000000 Penalty: 3626.467773
	Iteration 61Q: 3 clusters Score -8736523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69437 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8736518.000000 Penalty: 3626.467773
	Iteration 62Q: 3 clusters Score -8736518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69437 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8736518.000000 Penalty: 3626.467773
	Iteration 63F: 3 clusters Score -8736518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (62389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Entering Unmasked Estep 
Score: -7765526.500000 Penalty: 1794.185913
	Iteration 0F: 2 clusters Score -7765526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -7724059.500000 Penalty: 3588.371826
	Iteration 0F: 3 clusters Score -7724060 nChanged 29453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -7741147.500000 Penalty: 3588.371826
	Iteration 1F: 3 clusters Score -7741148 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -7741725.000000 Penalty: 3588.371826
	Iteration 2Q: 3 clusters Score -7741725 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -7742463.500000 Penalty: 3588.371826
	Iteration 3Q: 3 clusters Score -7742464 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -7743640.000000 Penalty: 3588.371826
	Iteration 4Q: 3 clusters Score -7743640 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -7745560.000000 Penalty: 3588.371826
	Iteration 5F: 3 clusters Score -7745560 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -7748940.000000 Penalty: 3588.371826
	Iteration 6F: 3 clusters Score -7748940 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -7753776.500000 Penalty: 3588.371826
	Iteration 7F: 3 clusters Score -7753776 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -7758622.000000 Penalty: 3588.371826
	Iteration 8F: 3 clusters Score -7758622 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -7761730.500000 Penalty: 3588.371826
	Iteration 9F: 3 clusters Score -7761730 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -7763031.500000 Penalty: 3588.371826
	Iteration 10Q: 3 clusters Score -7763032 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -7763572.000000 Penalty: 3588.371826
	Iteration 11Q: 3 clusters Score -7763572 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -7763772.000000 Penalty: 3588.371826
	Iteration 12Q: 3 clusters Score -7763772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -7763839.000000 Penalty: 3588.371826
	Iteration 13Q: 3 clusters Score -7763839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 62205 members 
Entering Unmasked Estep 
Score: -7763851.500000 Penalty: 3588.371826
	Iteration 14Q: 3 clusters Score -7763852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -7763875.000000 Penalty: 3588.371826
	Iteration 15Q: 3 clusters Score -7763875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 62224 members 
Entering Unmasked Estep 
Score: -7763902.500000 Penalty: 3588.371826
	Iteration 16Q: 3 clusters Score -7763902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -7763914.000000 Penalty: 3588.371826
	Iteration 17Q: 3 clusters Score -7763914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -7763927.500000 Penalty: 3588.371826
	Iteration 18Q: 3 clusters Score -7763928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -7763930.500000 Penalty: 3588.371826
	Iteration 19Q: 3 clusters Score -7763930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -7763938.000000 Penalty: 3588.371826
	Iteration 20F: 3 clusters Score -7763938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -7763945.000000 Penalty: 3588.371826
	Iteration 21Q: 3 clusters Score -7763945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -7763944.000000 Penalty: 3588.371826
	Iteration 22Q: 3 clusters Score -7763944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -7763944.000000 Penalty: 3588.371826
	Iteration 23F: 3 clusters Score -7763944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Entering Unmasked Estep 
Score: -4747084.000000 Penalty: 1714.287964
	Iteration 0F: 2 clusters Score -4747084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4721467.500000 Penalty: 3428.575928
	Iteration 0F: 3 clusters Score -4721468 nChanged 17714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -4731473.000000 Penalty: 3428.575928
	Iteration 1F: 3 clusters Score -4731473 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -4732115.000000 Penalty: 3428.575928
	Iteration 2Q: 3 clusters Score -4732115 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -4733009.500000 Penalty: 3428.575928
	Iteration 3F: 3 clusters Score -4733010 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -4734408.000000 Penalty: 3428.575928
	Iteration 4F: 3 clusters Score -4734408 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -4736238.000000 Penalty: 3428.575928
	Iteration 5F: 3 clusters Score -4736238 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -4738534.500000 Penalty: 3428.575928
	Iteration 6F: 3 clusters Score -4738534 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -4740752.500000 Penalty: 3428.575928
	Iteration 7F: 3 clusters Score -4740752 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -4742474.000000 Penalty: 3428.575928
	Iteration 8Q: 3 clusters Score -4742474 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -4743553.000000 Penalty: 3428.575928
	Iteration 9Q: 3 clusters Score -4743553 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -4744141.500000 Penalty: 3428.575928
	Iteration 10Q: 3 clusters Score -4744142 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -4744484.500000 Penalty: 3428.575928
	Iteration 11Q: 3 clusters Score -4744484 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -4744728.000000 Penalty: 3428.575928
	Iteration 12Q: 3 clusters Score -4744728 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -4744901.000000 Penalty: 3428.575928
	Iteration 13Q: 3 clusters Score -4744901 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -4745028.000000 Penalty: 3428.575928
	Iteration 14Q: 3 clusters Score -4745028 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -4745143.500000 Penalty: 3428.575928
	Iteration 15Q: 3 clusters Score -4745144 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -4745245.000000 Penalty: 3428.575928
	Iteration 16Q: 3 clusters Score -4745245 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -4745337.500000 Penalty: 3428.575928
	Iteration 17Q: 3 clusters Score -4745338 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -4745436.500000 Penalty: 3428.575928
	Iteration 18Q: 3 clusters Score -4745436 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -4745510.500000 Penalty: 3428.575928
	Iteration 19Q: 3 clusters Score -4745510 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -4745562.500000 Penalty: 3428.575928
	Iteration 20F: 3 clusters Score -4745562 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -4745608.500000 Penalty: 3428.575928
	Iteration 21Q: 3 clusters Score -4745608 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -4745667.000000 Penalty: 3428.575928
	Iteration 22Q: 3 clusters Score -4745667 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -4745697.000000 Penalty: 3428.575928
	Iteration 23Q: 3 clusters Score -4745697 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -4745724.000000 Penalty: 3428.575928
	Iteration 24Q: 3 clusters Score -4745724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -4745764.000000 Penalty: 3428.575928
	Iteration 25Q: 3 clusters Score -4745764 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -4745793.000000 Penalty: 3428.575928
	Iteration 26Q: 3 clusters Score -4745793 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -4745798.500000 Penalty: 3428.575928
	Iteration 27Q: 3 clusters Score -4745798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -4745808.500000 Penalty: 3428.575928
	Iteration 28Q: 3 clusters Score -4745808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -4745824.500000 Penalty: 3428.575928
	Iteration 29Q: 3 clusters Score -4745824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -4745826.000000 Penalty: 3428.575928
	Iteration 30Q: 3 clusters Score -4745826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -4745836.500000 Penalty: 3428.575928
	Iteration 31Q: 3 clusters Score -4745836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -4745841.000000 Penalty: 3428.575928
	Iteration 32Q: 3 clusters Score -4745841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -4745851.500000 Penalty: 3428.575928
	Iteration 33Q: 3 clusters Score -4745852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -4745859.000000 Penalty: 3428.575928
	Iteration 34Q: 3 clusters Score -4745859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -4745857.500000 Penalty: 3428.575928
	Iteration 35Q: 3 clusters Score -4745858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -4745860.500000 Penalty: 3428.575928
	Iteration 36Q: 3 clusters Score -4745860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -4745866.000000 Penalty: 3428.575928
	Iteration 37Q: 3 clusters Score -4745866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -4745874.000000 Penalty: 3428.575928
	Iteration 38Q: 3 clusters Score -4745874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -4745875.500000 Penalty: 3428.575928
	Iteration 39Q: 3 clusters Score -4745876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -4745885.500000 Penalty: 3428.575928
	Iteration 40F: 3 clusters Score -4745886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -4745885.000000 Penalty: 3428.575928
	Iteration 41Q: 3 clusters Score -4745885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -4745889.000000 Penalty: 3428.575928
	Iteration 42Q: 3 clusters Score -4745889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -4745889.500000 Penalty: 3428.575928
	Iteration 43Q: 3 clusters Score -4745890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -4745889.500000 Penalty: 3428.575928
	Iteration 44F: 3 clusters Score -4745890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Entering Unmasked Estep 
Score: -453670.781250 Penalty: 1329.665894
	Iteration 0F: 2 clusters Score -453670.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -450591.031250 Penalty: 2659.331787
	Iteration 0F: 3 clusters Score -450591 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -451377.031250 Penalty: 2659.331787
	Iteration 1F: 3 clusters Score -451377 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -451532.343750 Penalty: 2659.331787
	Iteration 2F: 3 clusters Score -451532.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -451637.593750 Penalty: 2659.331787
	Iteration 3F: 3 clusters Score -451637.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -451708.187500 Penalty: 2659.331787
	Iteration 4Q: 3 clusters Score -451708.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -451761.000000 Penalty: 2659.331787
	Iteration 5Q: 3 clusters Score -451761 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -451803.656250 Penalty: 2659.331787
	Iteration 6Q: 3 clusters Score -451803.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -451827.906250 Penalty: 2659.331787
	Iteration 7Q: 3 clusters Score -451827.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -451851.156250 Penalty: 2659.331787
	Iteration 8Q: 3 clusters Score -451851.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -451873.250000 Penalty: 2659.331787
	Iteration 9Q: 3 clusters Score -451873.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -451895.750000 Penalty: 2659.331787
	Iteration 10Q: 3 clusters Score -451895.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -451918.843750 Penalty: 2659.331787
	Iteration 11Q: 3 clusters Score -451918.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -451939.500000 Penalty: 2659.331787
	Iteration 12Q: 3 clusters Score -451939.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -451957.781250 Penalty: 2659.331787
	Iteration 13Q: 3 clusters Score -451957.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -451979.968750 Penalty: 2659.331787
	Iteration 14Q: 3 clusters Score -451980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -452007.343750 Penalty: 2659.331787
	Iteration 15Q: 3 clusters Score -452007.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -452033.812500 Penalty: 2659.331787
	Iteration 16Q: 3 clusters Score -452033.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -452058.968750 Penalty: 2659.331787
	Iteration 17Q: 3 clusters Score -452059 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -452084.875000 Penalty: 2659.331787
	Iteration 18Q: 3 clusters Score -452084.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -452110.625000 Penalty: 2659.331787
	Iteration 19Q: 3 clusters Score -452110.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -452144.875000 Penalty: 2659.331787
	Iteration 20F: 3 clusters Score -452144.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -452184.718750 Penalty: 2659.331787
	Iteration 21Q: 3 clusters Score -452184.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -452227.250000 Penalty: 2659.331787
	Iteration 22Q: 3 clusters Score -452227.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -452261.031250 Penalty: 2659.331787
	Iteration 23Q: 3 clusters Score -452261 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -452296.718750 Penalty: 2659.331787
	Iteration 24Q: 3 clusters Score -452296.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -452330.593750 Penalty: 2659.331787
	Iteration 25Q: 3 clusters Score -452330.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -452350.000000 Penalty: 2659.331787
	Iteration 26Q: 3 clusters Score -452350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -452367.218750 Penalty: 2659.331787
	Iteration 27Q: 3 clusters Score -452367.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -452385.937500 Penalty: 2659.331787
	Iteration 28Q: 3 clusters Score -452385.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -452398.156250 Penalty: 2659.331787
	Iteration 29Q: 3 clusters Score -452398.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -452405.687500 Penalty: 2659.331787
	Iteration 30Q: 3 clusters Score -452405.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -452411.343750 Penalty: 2659.331787
	Iteration 31Q: 3 clusters Score -452411.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -452418.937500 Penalty: 2659.331787
	Iteration 32Q: 3 clusters Score -452418.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -452427.343750 Penalty: 2659.331787
	Iteration 33Q: 3 clusters Score -452427.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -452435.687500 Penalty: 2659.331787
	Iteration 34Q: 3 clusters Score -452435.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -452445.843750 Penalty: 2659.331787
	Iteration 35Q: 3 clusters Score -452445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -452448.031250 Penalty: 2659.331787
	Iteration 36Q: 3 clusters Score -452448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -452451.656250 Penalty: 2659.331787
	Iteration 37Q: 3 clusters Score -452451.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -452458.906250 Penalty: 2659.331787
	Iteration 38Q: 3 clusters Score -452458.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -452464.625000 Penalty: 2659.331787
	Iteration 39Q: 3 clusters Score -452464.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -452471.625000 Penalty: 2659.331787
	Iteration 40F: 3 clusters Score -452471.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -452476.031250 Penalty: 2659.331787
	Iteration 41Q: 3 clusters Score -452476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -452476.812500 Penalty: 2659.331787
	Iteration 42Q: 3 clusters Score -452476.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -452477.812500 Penalty: 2659.331787
	Iteration 43Q: 3 clusters Score -452477.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -452481.343750 Penalty: 2659.331787
	Iteration 44Q: 3 clusters Score -452481.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -452484.562500 Penalty: 2659.331787
	Iteration 45Q: 3 clusters Score -452484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -452485.281250 Penalty: 2659.331787
	Iteration 46Q: 3 clusters Score -452485.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -452489.812500 Penalty: 2659.331787
	Iteration 47Q: 3 clusters Score -452489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -452493.906250 Penalty: 2659.331787
	Iteration 48Q: 3 clusters Score -452493.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -452496.468750 Penalty: 2659.331787
	Iteration 49Q: 3 clusters Score -452496.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -452496.468750 Penalty: 2659.331787
	Iteration 50F: 3 clusters Score -452496.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Entering Unmasked Estep 
Score: -11688636.000000 Penalty: 1861.702393
	Iteration 0F: 2 clusters Score -1.168864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -11626973.000000 Penalty: 3723.404785
	Iteration 0F: 3 clusters Score -1.162697e+07 nChanged 45104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -11653199.000000 Penalty: 3723.404785
	Iteration 1F: 3 clusters Score -1.16532e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -11653814.000000 Penalty: 3723.404785
	Iteration 2Q: 3 clusters Score -1.165381e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -11654413.000000 Penalty: 3723.404785
	Iteration 3Q: 3 clusters Score -1.165441e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -11654994.000000 Penalty: 3723.404785
	Iteration 4Q: 3 clusters Score -1.165499e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -11655873.000000 Penalty: 3723.404785
	Iteration 5Q: 3 clusters Score -1.165587e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -11657056.000000 Penalty: 3723.404785
	Iteration 6Q: 3 clusters Score -1.165706e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -11658956.000000 Penalty: 3723.404785
	Iteration 7Q: 3 clusters Score -1.165896e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -11662090.000000 Penalty: 3723.404785
	Iteration 8F: 3 clusters Score -1.166209e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -11666553.000000 Penalty: 3723.404785
	Iteration 9F: 3 clusters Score -1.166655e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56988 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -11670462.000000 Penalty: 3723.404785
	Iteration 10F: 3 clusters Score -1.167046e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -11672270.000000 Penalty: 3723.404785
	Iteration 11Q: 3 clusters Score -1.167227e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -11673027.000000 Penalty: 3723.404785
	Iteration 12Q: 3 clusters Score -1.167303e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60920 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -11673389.000000 Penalty: 3723.404785
	Iteration 13Q: 3 clusters Score -1.167339e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -11673814.000000 Penalty: 3723.404785
	Iteration 14Q: 3 clusters Score -1.167381e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -11674228.000000 Penalty: 3723.404785
	Iteration 15Q: 3 clusters Score -1.167423e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -11674598.000000 Penalty: 3723.404785
	Iteration 16Q: 3 clusters Score -1.16746e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -11675079.000000 Penalty: 3723.404785
	Iteration 17Q: 3 clusters Score -1.167508e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68409 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -11675633.000000 Penalty: 3723.404785
	Iteration 18Q: 3 clusters Score -1.167563e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -11676116.000000 Penalty: 3723.404785
	Iteration 19Q: 3 clusters Score -1.167612e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71734 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -11676702.000000 Penalty: 3723.404785
	Iteration 20F: 3 clusters Score -1.16767e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -11677472.000000 Penalty: 3723.404785
	Iteration 21Q: 3 clusters Score -1.167747e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75143 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -11678185.000000 Penalty: 3723.404785
	Iteration 22Q: 3 clusters Score -1.167818e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -11678948.000000 Penalty: 3723.404785
	Iteration 23Q: 3 clusters Score -1.167895e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78469 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -11679822.000000 Penalty: 3723.404785
	Iteration 24Q: 3 clusters Score -1.167982e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80034 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -11680805.000000 Penalty: 3723.404785
	Iteration 25Q: 3 clusters Score -1.16808e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -11681735.000000 Penalty: 3723.404785
	Iteration 26Q: 3 clusters Score -1.168174e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82749 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -11682750.000000 Penalty: 3723.404785
	Iteration 27Q: 3 clusters Score -1.168275e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -11683817.000000 Penalty: 3723.404785
	Iteration 28Q: 3 clusters Score -1.168382e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84893 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -11684545.000000 Penalty: 3723.404785
	Iteration 29Q: 3 clusters Score -1.168454e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -11685212.000000 Penalty: 3723.404785
	Iteration 30Q: 3 clusters Score -1.168521e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86220 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -11685661.000000 Penalty: 3723.404785
	Iteration 31Q: 3 clusters Score -1.168566e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -11685992.000000 Penalty: 3723.404785
	Iteration 32Q: 3 clusters Score -1.168599e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87164 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -11686299.000000 Penalty: 3723.404785
	Iteration 33Q: 3 clusters Score -1.16863e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87520 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -11686511.000000 Penalty: 3723.404785
	Iteration 34Q: 3 clusters Score -1.168651e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87843 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -11686633.000000 Penalty: 3723.404785
	Iteration 35Q: 3 clusters Score -1.168663e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -11686724.000000 Penalty: 3723.404785
	Iteration 36Q: 3 clusters Score -1.168672e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88393 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -11686819.000000 Penalty: 3723.404785
	Iteration 37Q: 3 clusters Score -1.168682e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88633 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -11686887.000000 Penalty: 3723.404785
	Iteration 38Q: 3 clusters Score -1.168689e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88877 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -11687013.000000 Penalty: 3723.404785
	Iteration 39Q: 3 clusters Score -1.168701e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89111 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -11687137.000000 Penalty: 3723.404785
	Iteration 40F: 3 clusters Score -1.168714e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -11687191.000000 Penalty: 3723.404785
	Iteration 41Q: 3 clusters Score -1.168719e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89468 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -11687233.000000 Penalty: 3723.404785
	Iteration 42Q: 3 clusters Score -1.168723e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89626 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -11687257.000000 Penalty: 3723.404785
	Iteration 43Q: 3 clusters Score -1.168726e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89768 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -11687249.000000 Penalty: 3723.404785
	Iteration 44Q: 3 clusters Score -1.168725e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -11687298.000000 Penalty: 3723.404785
	Iteration 45Q: 3 clusters Score -1.16873e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90066 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -11687340.000000 Penalty: 3723.404785
	Iteration 46Q: 3 clusters Score -1.168734e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -11687351.000000 Penalty: 3723.404785
	Iteration 47Q: 3 clusters Score -1.168735e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90312 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -11687334.000000 Penalty: 3723.404785
	Iteration 48Q: 3 clusters Score -1.168733e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90434 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -11687352.000000 Penalty: 3723.404785
	Iteration 49Q: 3 clusters Score -1.168735e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90543 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -11687355.000000 Penalty: 3723.404785
	Iteration 50Q: 3 clusters Score -1.168736e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90650 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -11687384.000000 Penalty: 3723.404785
	Iteration 51Q: 3 clusters Score -1.168738e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90749 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -11687357.000000 Penalty: 3723.404785
	Iteration 52Q: 3 clusters Score -1.168736e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90834 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -11687360.000000 Penalty: 3723.404785
	Iteration 53Q: 3 clusters Score -1.168736e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90907 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -11687362.000000 Penalty: 3723.404785
	Iteration 54Q: 3 clusters Score -1.168736e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90970 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -11687377.000000 Penalty: 3723.404785
	Iteration 55Q: 3 clusters Score -1.168738e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -11687375.000000 Penalty: 3723.404785
	Iteration 56Q: 3 clusters Score -1.168738e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91077 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -11687366.000000 Penalty: 3723.404785
	Iteration 57Q: 3 clusters Score -1.168737e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91136 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -11687373.000000 Penalty: 3723.404785
	Iteration 58Q: 3 clusters Score -1.168737e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91185 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -11687385.000000 Penalty: 3723.404785
	Iteration 59Q: 3 clusters Score -1.168738e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91236 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -11687410.000000 Penalty: 3723.404785
	Iteration 60F: 3 clusters Score -1.168741e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -11687410.000000 Penalty: 3723.404785
	Iteration 61Q: 3 clusters Score -1.168741e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91337 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -11687422.000000 Penalty: 3723.404785
	Iteration 62Q: 3 clusters Score -1.168742e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91371 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -11687419.000000 Penalty: 3723.404785
	Iteration 63Q: 3 clusters Score -1.168742e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91405 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -11687420.000000 Penalty: 3723.404785
	Iteration 64Q: 3 clusters Score -1.168742e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91441 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -11687436.000000 Penalty: 3723.404785
	Iteration 65Q: 3 clusters Score -1.168744e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91490 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -11687430.000000 Penalty: 3723.404785
	Iteration 66Q: 3 clusters Score -1.168743e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -11687433.000000 Penalty: 3723.404785
	Iteration 67Q: 3 clusters Score -1.168743e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91614 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -11687436.000000 Penalty: 3723.404785
	Iteration 68Q: 3 clusters Score -1.168744e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91677 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -11687441.000000 Penalty: 3723.404785
	Iteration 69Q: 3 clusters Score -1.168744e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91728 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -11687427.000000 Penalty: 3723.404785
	Iteration 70Q: 3 clusters Score -1.168743e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -11687433.000000 Penalty: 3723.404785
	Iteration 71Q: 3 clusters Score -1.168743e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91808 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -11687426.000000 Penalty: 3723.404785
	Iteration 72Q: 3 clusters Score -1.168743e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91853 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -11687430.000000 Penalty: 3723.404785
	Iteration 73Q: 3 clusters Score -1.168743e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91897 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -11687422.000000 Penalty: 3723.404785
	Iteration 74Q: 3 clusters Score -1.168742e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91932 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -11687408.000000 Penalty: 3723.404785
	Iteration 75Q: 3 clusters Score -1.168741e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -11687403.000000 Penalty: 3723.404785
	Iteration 76Q: 3 clusters Score -1.16874e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91999 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -11687393.000000 Penalty: 3723.404785
	Iteration 77Q: 3 clusters Score -1.168739e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92036 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -11687363.000000 Penalty: 3723.404785
	Iteration 78Q: 3 clusters Score -1.168736e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92063 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -11687380.000000 Penalty: 3723.404785
	Iteration 79Q: 3 clusters Score -1.168738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -11687374.000000 Penalty: 3723.404785
	Iteration 80F: 3 clusters Score -1.168737e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92118 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -11687374.000000 Penalty: 3723.404785
	Iteration 81Q: 3 clusters Score -1.168737e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92146 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -11687353.000000 Penalty: 3723.404785
	Iteration 82Q: 3 clusters Score -1.168735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92172 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -11687348.000000 Penalty: 3723.404785
	Iteration 83Q: 3 clusters Score -1.168735e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92203 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -11687366.000000 Penalty: 3723.404785
	Iteration 84Q: 3 clusters Score -1.168737e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92226 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -11687374.000000 Penalty: 3723.404785
	Iteration 85Q: 3 clusters Score -1.168737e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92248 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -11687354.000000 Penalty: 3723.404785
	Iteration 86Q: 3 clusters Score -1.168735e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -11687354.000000 Penalty: 3723.404785
	Iteration 87Q: 3 clusters Score -1.168735e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92304 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -11687345.000000 Penalty: 3723.404785
	Iteration 88Q: 3 clusters Score -1.168734e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92334 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -11687338.000000 Penalty: 3723.404785
	Iteration 89Q: 3 clusters Score -1.168734e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92364 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -11687332.000000 Penalty: 3723.404785
	Iteration 90Q: 3 clusters Score -1.168733e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92390 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -11687342.000000 Penalty: 3723.404785
	Iteration 91Q: 3 clusters Score -1.168734e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92415 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -11687354.000000 Penalty: 3723.404785
	Iteration 92Q: 3 clusters Score -1.168735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92441 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -11687329.000000 Penalty: 3723.404785
	Iteration 93Q: 3 clusters Score -1.168733e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92465 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -11687330.000000 Penalty: 3723.404785
	Iteration 94Q: 3 clusters Score -1.168733e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92483 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -11687306.000000 Penalty: 3723.404785
	Iteration 95Q: 3 clusters Score -1.168731e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92503 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -11687314.000000 Penalty: 3723.404785
	Iteration 96Q: 3 clusters Score -1.168731e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92522 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -11687302.000000 Penalty: 3723.404785
	Iteration 97Q: 3 clusters Score -1.16873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92538 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -11687301.000000 Penalty: 3723.404785
	Iteration 98Q: 3 clusters Score -1.16873e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92560 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -11687327.000000 Penalty: 3723.404785
	Iteration 99Q: 3 clusters Score -1.168733e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92581 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -11687321.000000 Penalty: 3723.404785
	Iteration 100F: 3 clusters Score -1.168732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92596 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -11687315.000000 Penalty: 3723.404785
	Iteration 101Q: 3 clusters Score -1.168732e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92614 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -11687329.000000 Penalty: 3723.404785
	Iteration 102Q: 3 clusters Score -1.168733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92634 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -11687323.000000 Penalty: 3723.404785
	Iteration 103Q: 3 clusters Score -1.168732e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92658 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -11687311.000000 Penalty: 3723.404785
	Iteration 104Q: 3 clusters Score -1.168731e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92680 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -11687275.000000 Penalty: 3723.404785
	Iteration 105Q: 3 clusters Score -1.168728e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92702 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -11687274.000000 Penalty: 3723.404785
	Iteration 106Q: 3 clusters Score -1.168727e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -11687278.000000 Penalty: 3723.404785
	Iteration 107Q: 3 clusters Score -1.168728e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92762 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -11687274.000000 Penalty: 3723.404785
	Iteration 108Q: 3 clusters Score -1.168727e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -11687279.000000 Penalty: 3723.404785
	Iteration 109Q: 3 clusters Score -1.168728e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92825 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -11687282.000000 Penalty: 3723.404785
	Iteration 110Q: 3 clusters Score -1.168728e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92859 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -11687270.000000 Penalty: 3723.404785
	Iteration 111Q: 3 clusters Score -1.168727e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92893 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -11687265.000000 Penalty: 3723.404785
	Iteration 112Q: 3 clusters Score -1.168726e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92932 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -11687257.000000 Penalty: 3723.404785
	Iteration 113Q: 3 clusters Score -1.168726e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -11687285.000000 Penalty: 3723.404785
	Iteration 114Q: 3 clusters Score -1.168728e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -11687284.000000 Penalty: 3723.404785
	Iteration 115Q: 3 clusters Score -1.168728e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93024 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -11687287.000000 Penalty: 3723.404785
	Iteration 116Q: 3 clusters Score -1.168729e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -11687288.000000 Penalty: 3723.404785
	Iteration 117Q: 3 clusters Score -1.168729e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -11687286.000000 Penalty: 3723.404785
	Iteration 118Q: 3 clusters Score -1.168729e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93086 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -11687285.000000 Penalty: 3723.404785
	Iteration 119Q: 3 clusters Score -1.168728e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93104 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -11687286.000000 Penalty: 3723.404785
	Iteration 120F: 3 clusters Score -1.168729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93119 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -11687287.000000 Penalty: 3723.404785
	Iteration 121Q: 3 clusters Score -1.168729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93140 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11687316.000000 Penalty: 3723.404785
	Iteration 122Q: 3 clusters Score -1.168732e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93163 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -11687309.000000 Penalty: 3723.404785
	Iteration 123Q: 3 clusters Score -1.168731e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93189 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11687293.000000 Penalty: 3723.404785
	Iteration 124Q: 3 clusters Score -1.168729e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93213 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -11687293.000000 Penalty: 3723.404785
	Iteration 125Q: 3 clusters Score -1.168729e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93242 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11687290.000000 Penalty: 3723.404785
	Iteration 126Q: 3 clusters Score -1.168729e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93265 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -11687260.000000 Penalty: 3723.404785
	Iteration 127Q: 3 clusters Score -1.168726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93280 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -11687262.000000 Penalty: 3723.404785
	Iteration 128Q: 3 clusters Score -1.168726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93296 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -11687257.000000 Penalty: 3723.404785
	Iteration 129Q: 3 clusters Score -1.168726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93308 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -11687254.000000 Penalty: 3723.404785
	Iteration 130Q: 3 clusters Score -1.168725e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -11687252.000000 Penalty: 3723.404785
	Iteration 131Q: 3 clusters Score -1.168725e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93338 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -11687243.000000 Penalty: 3723.404785
	Iteration 132Q: 3 clusters Score -1.168724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93349 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -11687240.000000 Penalty: 3723.404785
	Iteration 133Q: 3 clusters Score -1.168724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93358 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -11687226.000000 Penalty: 3723.404785
	Iteration 134Q: 3 clusters Score -1.168723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -11687226.000000 Penalty: 3723.404785
	Iteration 135Q: 3 clusters Score -1.168723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93381 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -11687239.000000 Penalty: 3723.404785
	Iteration 136Q: 3 clusters Score -1.168724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93392 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -11687228.000000 Penalty: 3723.404785
	Iteration 137Q: 3 clusters Score -1.168723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93400 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -11687225.000000 Penalty: 3723.404785
	Iteration 138Q: 3 clusters Score -1.168722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93409 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -11687223.000000 Penalty: 3723.404785
	Iteration 139Q: 3 clusters Score -1.168722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93420 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -11687222.000000 Penalty: 3723.404785
	Iteration 140F: 3 clusters Score -1.168722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93436 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -11687222.000000 Penalty: 3723.404785
	Iteration 141Q: 3 clusters Score -1.168722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -11687222.000000 Penalty: 3723.404785
	Iteration 142Q: 3 clusters Score -1.168722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93470 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -11687214.000000 Penalty: 3723.404785
	Iteration 143Q: 3 clusters Score -1.168721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93488 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -11687218.000000 Penalty: 3723.404785
	Iteration 144Q: 3 clusters Score -1.168722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93500 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11687207.000000 Penalty: 3723.404785
	Iteration 145Q: 3 clusters Score -1.168721e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -11687213.000000 Penalty: 3723.404785
	Iteration 146Q: 3 clusters Score -1.168721e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93535 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -11687204.000000 Penalty: 3723.404785
	Iteration 147Q: 3 clusters Score -1.16872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93552 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -11687212.000000 Penalty: 3723.404785
	Iteration 148Q: 3 clusters Score -1.168721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93568 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -11687202.000000 Penalty: 3723.404785
	Iteration 149Q: 3 clusters Score -1.16872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93577 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -11687210.000000 Penalty: 3723.404785
	Iteration 150Q: 3 clusters Score -1.168721e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93594 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -11687192.000000 Penalty: 3723.404785
	Iteration 151Q: 3 clusters Score -1.168719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93611 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11687189.000000 Penalty: 3723.404785
	Iteration 152Q: 3 clusters Score -1.168719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93625 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11687178.000000 Penalty: 3723.404785
	Iteration 153Q: 3 clusters Score -1.168718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -11687191.000000 Penalty: 3723.404785
	Iteration 154Q: 3 clusters Score -1.168719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93646 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -11687184.000000 Penalty: 3723.404785
	Iteration 155Q: 3 clusters Score -1.168718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93656 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11687186.000000 Penalty: 3723.404785
	Iteration 156Q: 3 clusters Score -1.168719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11687191.000000 Penalty: 3723.404785
	Iteration 157Q: 3 clusters Score -1.168719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93666 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11687182.000000 Penalty: 3723.404785
	Iteration 158Q: 3 clusters Score -1.168718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93668 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11687191.000000 Penalty: 3723.404785
	Iteration 159Q: 3 clusters Score -1.168719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93674 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -11687195.000000 Penalty: 3723.404785
	Iteration 160F: 3 clusters Score -1.16872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93683 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11687177.000000 Penalty: 3723.404785
	Iteration 161Q: 3 clusters Score -1.168718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93689 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -11687177.000000 Penalty: 3723.404785
	Iteration 162Q: 3 clusters Score -1.168718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93693 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -11687183.000000 Penalty: 3723.404785
	Iteration 163Q: 3 clusters Score -1.168718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93697 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -11687184.000000 Penalty: 3723.404785
	Iteration 164Q: 3 clusters Score -1.168718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93702 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -11687194.000000 Penalty: 3723.404785
	Iteration 165Q: 3 clusters Score -1.168719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93705 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11687194.000000 Penalty: 3723.404785
	Iteration 166Q: 3 clusters Score -1.168719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93708 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -11687206.000000 Penalty: 3723.404785
	Iteration 167Q: 3 clusters Score -1.168721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93710 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11687211.000000 Penalty: 3723.404785
	Iteration 168Q: 3 clusters Score -1.168721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93714 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -11687210.000000 Penalty: 3723.404785
	Iteration 169Q: 3 clusters Score -1.168721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93716 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11687206.000000 Penalty: 3723.404785
	Iteration 170Q: 3 clusters Score -1.168721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -11687212.000000 Penalty: 3723.404785
	Iteration 171Q: 3 clusters Score -1.168721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93723 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -11687208.000000 Penalty: 3723.404785
	Iteration 172Q: 3 clusters Score -1.168721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93728 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -11687214.000000 Penalty: 3723.404785
	Iteration 173Q: 3 clusters Score -1.168721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93736 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11687210.000000 Penalty: 3723.404785
	Iteration 174Q: 3 clusters Score -1.168721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93745 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -11687209.000000 Penalty: 3723.404785
	Iteration 175Q: 3 clusters Score -1.168721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93751 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -11687214.000000 Penalty: 3723.404785
	Iteration 176Q: 3 clusters Score -1.168721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93756 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -11687212.000000 Penalty: 3723.404785
	Iteration 177Q: 3 clusters Score -1.168721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93758 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11687209.000000 Penalty: 3723.404785
	Iteration 178Q: 3 clusters Score -1.168721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93759 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11687215.000000 Penalty: 3723.404785
	Iteration 179Q: 3 clusters Score -1.168722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11687206.000000 Penalty: 3723.404785
	Iteration 180F: 3 clusters Score -1.168721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93767 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -11687206.000000 Penalty: 3723.404785
	Iteration 181Q: 3 clusters Score -1.168721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93768 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11687208.000000 Penalty: 3723.404785
	Iteration 182Q: 3 clusters Score -1.168721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93769 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11687213.000000 Penalty: 3723.404785
	Iteration 183Q: 3 clusters Score -1.168721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93769 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11687213.000000 Penalty: 3723.404785
	Iteration 184F: 3 clusters Score -1.168721e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Entering Unmasked Estep 
Score: -986645.250000 Penalty: 1460.764526
	Iteration 0F: 2 clusters Score -986645.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -980789.125000 Penalty: 2921.529053
	Iteration 0F: 3 clusters Score -980789.1 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -982538.625000 Penalty: 2921.529053
	Iteration 1F: 3 clusters Score -982538.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -982693.500000 Penalty: 2921.529053
	Iteration 2F: 3 clusters Score -982693.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -982805.812500 Penalty: 2921.529053
	Iteration 3Q: 3 clusters Score -982805.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -982875.000000 Penalty: 2921.529053
	Iteration 4Q: 3 clusters Score -982875 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -982932.500000 Penalty: 2921.529053
	Iteration 5Q: 3 clusters Score -982932.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -982989.875000 Penalty: 2921.529053
	Iteration 6Q: 3 clusters Score -982989.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -983046.687500 Penalty: 2921.529053
	Iteration 7Q: 3 clusters Score -983046.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -983109.625000 Penalty: 2921.529053
	Iteration 8Q: 3 clusters Score -983109.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -983167.500000 Penalty: 2921.529053
	Iteration 9Q: 3 clusters Score -983167.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -983227.562500 Penalty: 2921.529053
	Iteration 10Q: 3 clusters Score -983227.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -983305.187500 Penalty: 2921.529053
	Iteration 11Q: 3 clusters Score -983305.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -983397.000000 Penalty: 2921.529053
	Iteration 12Q: 3 clusters Score -983397 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -983522.375000 Penalty: 2921.529053
	Iteration 13Q: 3 clusters Score -983522.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -983714.875000 Penalty: 2921.529053
	Iteration 14Q: 3 clusters Score -983714.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -983958.062500 Penalty: 2921.529053
	Iteration 15Q: 3 clusters Score -983958.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -984255.750000 Penalty: 2921.529053
	Iteration 16Q: 3 clusters Score -984255.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -984551.750000 Penalty: 2921.529053
	Iteration 17Q: 3 clusters Score -984551.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -984795.375000 Penalty: 2921.529053
	Iteration 18Q: 3 clusters Score -984795.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -984982.687500 Penalty: 2921.529053
	Iteration 19Q: 3 clusters Score -984982.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -985115.250000 Penalty: 2921.529053
	Iteration 20F: 3 clusters Score -985115.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -985196.562500 Penalty: 2921.529053
	Iteration 21Q: 3 clusters Score -985196.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -985240.062500 Penalty: 2921.529053
	Iteration 22Q: 3 clusters Score -985240.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -985262.500000 Penalty: 2921.529053
	Iteration 23Q: 3 clusters Score -985262.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -985278.500000 Penalty: 2921.529053
	Iteration 24Q: 3 clusters Score -985278.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -985299.062500 Penalty: 2921.529053
	Iteration 25Q: 3 clusters Score -985299.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -985314.437500 Penalty: 2921.529053
	Iteration 26Q: 3 clusters Score -985314.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -985325.687500 Penalty: 2921.529053
	Iteration 27Q: 3 clusters Score -985325.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -985333.500000 Penalty: 2921.529053
	Iteration 28Q: 3 clusters Score -985333.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -985338.687500 Penalty: 2921.529053
	Iteration 29Q: 3 clusters Score -985338.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -985338.687500 Penalty: 2921.529053
	Iteration 30F: 3 clusters Score -985338.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Entering Unmasked Estep 
Score: -367282.312500 Penalty: 1298.248535
	Iteration 0F: 2 clusters Score -367282.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -364575.375000 Penalty: 2596.497070
	Iteration 0F: 3 clusters Score -364575.4 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -365220.468750 Penalty: 2596.497070
	Iteration 1F: 3 clusters Score -365220.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -365366.906250 Penalty: 2596.497070
	Iteration 2F: 3 clusters Score -365366.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -365457.531250 Penalty: 2596.497070
	Iteration 3F: 3 clusters Score -365457.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -365525.687500 Penalty: 2596.497070
	Iteration 4Q: 3 clusters Score -365525.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -365592.562500 Penalty: 2596.497070
	Iteration 5Q: 3 clusters Score -365592.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -365646.156250 Penalty: 2596.497070
	Iteration 6Q: 3 clusters Score -365646.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -365698.500000 Penalty: 2596.497070
	Iteration 7Q: 3 clusters Score -365698.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -365743.875000 Penalty: 2596.497070
	Iteration 8Q: 3 clusters Score -365743.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -365776.906250 Penalty: 2596.497070
	Iteration 9Q: 3 clusters Score -365776.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -365802.250000 Penalty: 2596.497070
	Iteration 10Q: 3 clusters Score -365802.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -365831.062500 Penalty: 2596.497070
	Iteration 11Q: 3 clusters Score -365831.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -365855.687500 Penalty: 2596.497070
	Iteration 12Q: 3 clusters Score -365855.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -365872.812500 Penalty: 2596.497070
	Iteration 13Q: 3 clusters Score -365872.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -365889.000000 Penalty: 2596.497070
	Iteration 14Q: 3 clusters Score -365889 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -365902.687500 Penalty: 2596.497070
	Iteration 15Q: 3 clusters Score -365902.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -365917.062500 Penalty: 2596.497070
	Iteration 16Q: 3 clusters Score -365917.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -365925.937500 Penalty: 2596.497070
	Iteration 17Q: 3 clusters Score -365925.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -365935.687500 Penalty: 2596.497070
	Iteration 18Q: 3 clusters Score -365935.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -365943.000000 Penalty: 2596.497070
	Iteration 19Q: 3 clusters Score -365943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -365950.750000 Penalty: 2596.497070
	Iteration 20F: 3 clusters Score -365950.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -365953.968750 Penalty: 2596.497070
	Iteration 21Q: 3 clusters Score -365954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -365956.437500 Penalty: 2596.497070
	Iteration 22Q: 3 clusters Score -365956.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -365959.281250 Penalty: 2596.497070
	Iteration 23Q: 3 clusters Score -365959.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -365960.968750 Penalty: 2596.497070
	Iteration 24Q: 3 clusters Score -365961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -365962.687500 Penalty: 2596.497070
	Iteration 25Q: 3 clusters Score -365962.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -365965.062500 Penalty: 2596.497070
	Iteration 26Q: 3 clusters Score -365965.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -365966.312500 Penalty: 2596.497070
	Iteration 27Q: 3 clusters Score -365966.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -365966.906250 Penalty: 2596.497070
	Iteration 28Q: 3 clusters Score -365966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -365967.750000 Penalty: 2596.497070
	Iteration 29Q: 3 clusters Score -365967.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -365967.750000 Penalty: 2596.497070
	Iteration 30F: 3 clusters Score -365967.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Entering Unmasked Estep 
Score: -243177.421875 Penalty: 1244.768555
	Iteration 0F: 2 clusters Score -243177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -241090.812500 Penalty: 2489.537109
	Iteration 0F: 3 clusters Score -241090.8 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -241716.968750 Penalty: 2489.537109
	Iteration 1F: 3 clusters Score -241717 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -242028.609375 Penalty: 2489.537109
	Iteration 2F: 3 clusters Score -242028.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -242363.890625 Penalty: 2489.537109
	Iteration 3F: 3 clusters Score -242363.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -242662.062500 Penalty: 2489.537109
	Iteration 4F: 3 clusters Score -242662.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -242868.296875 Penalty: 2489.537109
	Iteration 5F: 3 clusters Score -242868.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -242975.937500 Penalty: 2489.537109
	Iteration 6Q: 3 clusters Score -242975.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -243023.250000 Penalty: 2489.537109
	Iteration 7Q: 3 clusters Score -243023.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -243051.671875 Penalty: 2489.537109
	Iteration 8Q: 3 clusters Score -243051.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -243066.562500 Penalty: 2489.537109
	Iteration 9Q: 3 clusters Score -243066.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -243079.578125 Penalty: 2489.537109
	Iteration 10Q: 3 clusters Score -243079.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -243088.562500 Penalty: 2489.537109
	Iteration 11Q: 3 clusters Score -243088.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -243096.171875 Penalty: 2489.537109
	Iteration 12Q: 3 clusters Score -243096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -243099.265625 Penalty: 2489.537109
	Iteration 13Q: 3 clusters Score -243099.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -243102.734375 Penalty: 2489.537109
	Iteration 14Q: 3 clusters Score -243102.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -243104.234375 Penalty: 2489.537109
	Iteration 15Q: 3 clusters Score -243104.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -243106.500000 Penalty: 2489.537109
	Iteration 16Q: 3 clusters Score -243106.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -243109.640625 Penalty: 2489.537109
	Iteration 17Q: 3 clusters Score -243109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -243110.734375 Penalty: 2489.537109
	Iteration 18Q: 3 clusters Score -243110.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -243110.734375 Penalty: 2489.537109
	Iteration 19F: 3 clusters Score -243110.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Entering Unmasked Estep 
Score: -110297.757812 Penalty: 1110.542725
	Iteration 0F: 2 clusters Score -110297.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -108898.265625 Penalty: 2221.085449
	Iteration 0F: 3 clusters Score -108898.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -109143.414062 Penalty: 2221.085449
	Iteration 1F: 3 clusters Score -109143.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -109217.179688 Penalty: 2221.085449
	Iteration 2F: 3 clusters Score -109217.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -109244.726562 Penalty: 2221.085449
	Iteration 3Q: 3 clusters Score -109244.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -109258.867188 Penalty: 2221.085449
	Iteration 4Q: 3 clusters Score -109258.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -109270.210938 Penalty: 2221.085449
	Iteration 5Q: 3 clusters Score -109270.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -109276.929688 Penalty: 2221.085449
	Iteration 6Q: 3 clusters Score -109276.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -109286.859375 Penalty: 2221.085449
	Iteration 7Q: 3 clusters Score -109286.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -109302.351562 Penalty: 2221.085449
	Iteration 8Q: 3 clusters Score -109302.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -109314.453125 Penalty: 2221.085449
	Iteration 9Q: 3 clusters Score -109314.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -109324.523438 Penalty: 2221.085449
	Iteration 10Q: 3 clusters Score -109324.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -109328.695312 Penalty: 2221.085449
	Iteration 11Q: 3 clusters Score -109328.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -109333.039062 Penalty: 2221.085449
	Iteration 12Q: 3 clusters Score -109333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -109338.601562 Penalty: 2221.085449
	Iteration 13Q: 3 clusters Score -109338.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -109346.296875 Penalty: 2221.085449
	Iteration 14Q: 3 clusters Score -109346.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -109352.195312 Penalty: 2221.085449
	Iteration 15Q: 3 clusters Score -109352.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -109358.273438 Penalty: 2221.085449
	Iteration 16Q: 3 clusters Score -109358.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -109369.859375 Penalty: 2221.085449
	Iteration 17Q: 3 clusters Score -109369.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -109381.015625 Penalty: 2221.085449
	Iteration 18Q: 3 clusters Score -109381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -109390.125000 Penalty: 2221.085449
	Iteration 19Q: 3 clusters Score -109390.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -109397.296875 Penalty: 2221.085449
	Iteration 20F: 3 clusters Score -109397.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -109400.921875 Penalty: 2221.085449
	Iteration 21Q: 3 clusters Score -109400.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -109405.625000 Penalty: 2221.085449
	Iteration 22Q: 3 clusters Score -109405.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -109410.921875 Penalty: 2221.085449
	Iteration 23Q: 3 clusters Score -109410.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -109419.820312 Penalty: 2221.085449
	Iteration 24Q: 3 clusters Score -109419.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -109426.804688 Penalty: 2221.085449
	Iteration 25Q: 3 clusters Score -109426.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -109436.601562 Penalty: 2221.085449
	Iteration 26Q: 3 clusters Score -109436.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -109448.054688 Penalty: 2221.085449
	Iteration 27Q: 3 clusters Score -109448.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -109463.085938 Penalty: 2221.085449
	Iteration 28Q: 3 clusters Score -109463.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -109518.195312 Penalty: 2221.085449
	Iteration 29Q: 3 clusters Score -109518.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -109565.578125 Penalty: 2221.085449
	Iteration 30Q: 3 clusters Score -109565.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -109595.890625 Penalty: 2221.085449
	Iteration 31Q: 3 clusters Score -109595.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -109623.281250 Penalty: 2221.085449
	Iteration 32Q: 3 clusters Score -109623.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -109662.210938 Penalty: 2221.085449
	Iteration 33Q: 3 clusters Score -109662.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -109709.960938 Penalty: 2221.085449
	Iteration 34Q: 3 clusters Score -109710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -109774.000000 Penalty: 2221.085449
	Iteration 35Q: 3 clusters Score -109774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -109853.304688 Penalty: 2221.085449
	Iteration 36Q: 3 clusters Score -109853.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -109916.765625 Penalty: 2221.085449
	Iteration 37Q: 3 clusters Score -109916.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -109983.148438 Penalty: 2221.085449
	Iteration 38Q: 3 clusters Score -109983.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -110018.039062 Penalty: 2221.085449
	Iteration 39Q: 3 clusters Score -110018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -110036.953125 Penalty: 2221.085449
	Iteration 40F: 3 clusters Score -110037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -110055.593750 Penalty: 2221.085449
	Iteration 41Q: 3 clusters Score -110055.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -110082.875000 Penalty: 2221.085449
	Iteration 42Q: 3 clusters Score -110082.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -110090.593750 Penalty: 2221.085449
	Iteration 43Q: 3 clusters Score -110090.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -110092.054688 Penalty: 2221.085449
	Iteration 44Q: 3 clusters Score -110092.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -110093.703125 Penalty: 2221.085449
	Iteration 45Q: 3 clusters Score -110093.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -110096.351562 Penalty: 2221.085449
	Iteration 46Q: 3 clusters Score -110096.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -110099.546875 Penalty: 2221.085449
	Iteration 47Q: 3 clusters Score -110099.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -110103.734375 Penalty: 2221.085449
	Iteration 48Q: 3 clusters Score -110103.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -110103.734375 Penalty: 2221.085449
	Iteration 49F: 3 clusters Score -110103.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Entering Unmasked Estep 
Score: -2526683.500000 Penalty: 1618.040161
	Iteration 0F: 2 clusters Score -2526684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2512225.250000 Penalty: 3236.080322
	Iteration 0F: 3 clusters Score -2512225 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2517321.500000 Penalty: 3236.080322
	Iteration 1F: 3 clusters Score -2517322 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2517639.500000 Penalty: 3236.080322
	Iteration 2Q: 3 clusters Score -2517640 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2517965.250000 Penalty: 3236.080322
	Iteration 3Q: 3 clusters Score -2517965 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2518313.750000 Penalty: 3236.080322
	Iteration 4Q: 3 clusters Score -2518314 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2518733.000000 Penalty: 3236.080322
	Iteration 5Q: 3 clusters Score -2518733 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2519189.500000 Penalty: 3236.080322
	Iteration 6Q: 3 clusters Score -2519190 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2519734.750000 Penalty: 3236.080322
	Iteration 7F: 3 clusters Score -2519735 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2520363.750000 Penalty: 3236.080322
	Iteration 8F: 3 clusters Score -2520364 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2520997.750000 Penalty: 3236.080322
	Iteration 9F: 3 clusters Score -2520998 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2521655.250000 Penalty: 3236.080322
	Iteration 10F: 3 clusters Score -2521655 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2522284.250000 Penalty: 3236.080322
	Iteration 11Q: 3 clusters Score -2522284 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2522917.250000 Penalty: 3236.080322
	Iteration 12Q: 3 clusters Score -2522917 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2523565.250000 Penalty: 3236.080322
	Iteration 13Q: 3 clusters Score -2523565 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2524412.250000 Penalty: 3236.080322
	Iteration 14Q: 3 clusters Score -2524412 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2524905.500000 Penalty: 3236.080322
	Iteration 15Q: 3 clusters Score -2524906 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2525082.500000 Penalty: 3236.080322
	Iteration 16Q: 3 clusters Score -2525082 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2525184.500000 Penalty: 3236.080322
	Iteration 17Q: 3 clusters Score -2525184 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2525258.250000 Penalty: 3236.080322
	Iteration 18Q: 3 clusters Score -2525258 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2525305.750000 Penalty: 3236.080322
	Iteration 19Q: 3 clusters Score -2525306 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2525336.750000 Penalty: 3236.080322
	Iteration 20F: 3 clusters Score -2525337 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2525364.250000 Penalty: 3236.080322
	Iteration 21Q: 3 clusters Score -2525364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2525386.750000 Penalty: 3236.080322
	Iteration 22Q: 3 clusters Score -2525387 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2525391.250000 Penalty: 3236.080322
	Iteration 23Q: 3 clusters Score -2525391 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2525410.750000 Penalty: 3236.080322
	Iteration 24Q: 3 clusters Score -2525411 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2525427.500000 Penalty: 3236.080322
	Iteration 25Q: 3 clusters Score -2525428 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2525445.250000 Penalty: 3236.080322
	Iteration 26Q: 3 clusters Score -2525445 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2525463.750000 Penalty: 3236.080322
	Iteration 27Q: 3 clusters Score -2525464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2525473.750000 Penalty: 3236.080322
	Iteration 28Q: 3 clusters Score -2525474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2525490.750000 Penalty: 3236.080322
	Iteration 29Q: 3 clusters Score -2525491 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2525494.000000 Penalty: 3236.080322
	Iteration 30Q: 3 clusters Score -2525494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2525500.750000 Penalty: 3236.080322
	Iteration 31Q: 3 clusters Score -2525501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2525508.000000 Penalty: 3236.080322
	Iteration 32Q: 3 clusters Score -2525508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2525520.500000 Penalty: 3236.080322
	Iteration 33Q: 3 clusters Score -2525520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2525523.250000 Penalty: 3236.080322
	Iteration 34Q: 3 clusters Score -2525523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2525524.250000 Penalty: 3236.080322
	Iteration 35Q: 3 clusters Score -2525524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2525525.750000 Penalty: 3236.080322
	Iteration 36Q: 3 clusters Score -2525526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2525527.750000 Penalty: 3236.080322
	Iteration 37Q: 3 clusters Score -2525528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2525530.500000 Penalty: 3236.080322
	Iteration 38Q: 3 clusters Score -2525530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2525535.000000 Penalty: 3236.080322
	Iteration 39Q: 3 clusters Score -2525535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2525536.750000 Penalty: 3236.080322
	Iteration 40F: 3 clusters Score -2525537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2525547.250000 Penalty: 3236.080322
	Iteration 41Q: 3 clusters Score -2525547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2525545.500000 Penalty: 3236.080322
	Iteration 42Q: 3 clusters Score -2525546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2525546.750000 Penalty: 3236.080322
	Iteration 43Q: 3 clusters Score -2525547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2525545.000000 Penalty: 3236.080322
	Iteration 44Q: 3 clusters Score -2525545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2525550.250000 Penalty: 3236.080322
	Iteration 45Q: 3 clusters Score -2525550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2525556.250000 Penalty: 3236.080322
	Iteration 46Q: 3 clusters Score -2525556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2525553.500000 Penalty: 3236.080322
	Iteration 47Q: 3 clusters Score -2525554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2525552.000000 Penalty: 3236.080322
	Iteration 48Q: 3 clusters Score -2525552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2525549.500000 Penalty: 3236.080322
	Iteration 49Q: 3 clusters Score -2525550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2525547.000000 Penalty: 3236.080322
	Iteration 50Q: 3 clusters Score -2525547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2525549.750000 Penalty: 3236.080322
	Iteration 51Q: 3 clusters Score -2525550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2525552.000000 Penalty: 3236.080322
	Iteration 52Q: 3 clusters Score -2525552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2525558.750000 Penalty: 3236.080322
	Iteration 53Q: 3 clusters Score -2525559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2525557.500000 Penalty: 3236.080322
	Iteration 54Q: 3 clusters Score -2525558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2525564.500000 Penalty: 3236.080322
	Iteration 55Q: 3 clusters Score -2525564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2525568.000000 Penalty: 3236.080322
	Iteration 56Q: 3 clusters Score -2525568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2525564.500000 Penalty: 3236.080322
	Iteration 57Q: 3 clusters Score -2525564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2525563.750000 Penalty: 3236.080322
	Iteration 58Q: 3 clusters Score -2525564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2525561.750000 Penalty: 3236.080322
	Iteration 59Q: 3 clusters Score -2525562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2525561.750000 Penalty: 3236.080322
	Iteration 60F: 3 clusters Score -2525562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Entering Unmasked Estep 
Score: -6976942.500000 Penalty: 1776.728516
	Iteration 0F: 2 clusters Score -6976942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -6939838.000000 Penalty: 3553.457031
	Iteration 0F: 3 clusters Score -6939838 nChanged 26349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -6954659.000000 Penalty: 3553.457031
	Iteration 1F: 3 clusters Score -6954659 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -6954991.000000 Penalty: 3553.457031
	Iteration 2Q: 3 clusters Score -6954991 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -6955384.000000 Penalty: 3553.457031
	Iteration 3Q: 3 clusters Score -6955384 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -6955912.000000 Penalty: 3553.457031
	Iteration 4Q: 3 clusters Score -6955912 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -6956698.500000 Penalty: 3553.457031
	Iteration 5Q: 3 clusters Score -6956698 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -6958062.500000 Penalty: 3553.457031
	Iteration 6Q: 3 clusters Score -6958062 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -6960517.500000 Penalty: 3553.457031
	Iteration 7F: 3 clusters Score -6960518 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -6964326.500000 Penalty: 3553.457031
	Iteration 8F: 3 clusters Score -6964326 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -6968770.500000 Penalty: 3553.457031
	Iteration 9F: 3 clusters Score -6968770 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -6972261.000000 Penalty: 3553.457031
	Iteration 10F: 3 clusters Score -6972261 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6974100.000000 Penalty: 3553.457031
	Iteration 11Q: 3 clusters Score -6974100 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6974891.000000 Penalty: 3553.457031
	Iteration 12Q: 3 clusters Score -6974891 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6975172.500000 Penalty: 3553.457031
	Iteration 13Q: 3 clusters Score -6975172 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6975333.500000 Penalty: 3553.457031
	Iteration 14Q: 3 clusters Score -6975334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55754 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6975384.000000 Penalty: 3553.457031
	Iteration 15Q: 3 clusters Score -6975384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55772 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6975411.500000 Penalty: 3553.457031
	Iteration 16Q: 3 clusters Score -6975412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6975424.500000 Penalty: 3553.457031
	Iteration 17Q: 3 clusters Score -6975424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6975441.000000 Penalty: 3553.457031
	Iteration 18Q: 3 clusters Score -6975441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6975441.500000 Penalty: 3553.457031
	Iteration 19Q: 3 clusters Score -6975442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6975444.000000 Penalty: 3553.457031
	Iteration 20F: 3 clusters Score -6975444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6975448.000000 Penalty: 3553.457031
	Iteration 21Q: 3 clusters Score -6975448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6975448.000000 Penalty: 3553.457031
	Iteration 22Q: 3 clusters Score -6975448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6975448.000000 Penalty: 3553.457031
	Iteration 23Q: 3 clusters Score -6975448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6975450.500000 Penalty: 3553.457031
	Iteration 24Q: 3 clusters Score -6975450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6975455.000000 Penalty: 3553.457031
	Iteration 25Q: 3 clusters Score -6975455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6975459.500000 Penalty: 3553.457031
	Iteration 26Q: 3 clusters Score -6975460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6975459.500000 Penalty: 3553.457031
	Iteration 27Q: 3 clusters Score -6975460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6975467.000000 Penalty: 3553.457031
	Iteration 28Q: 3 clusters Score -6975467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6975477.500000 Penalty: 3553.457031
	Iteration 29Q: 3 clusters Score -6975478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6975478.000000 Penalty: 3553.457031
	Iteration 30Q: 3 clusters Score -6975478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6975481.500000 Penalty: 3553.457031
	Iteration 31Q: 3 clusters Score -6975482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6975484.500000 Penalty: 3553.457031
	Iteration 32Q: 3 clusters Score -6975484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6975483.500000 Penalty: 3553.457031
	Iteration 33Q: 3 clusters Score -6975484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6975483.000000 Penalty: 3553.457031
	Iteration 34Q: 3 clusters Score -6975483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6975488.500000 Penalty: 3553.457031
	Iteration 35Q: 3 clusters Score -6975488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6975488.500000 Penalty: 3553.457031
	Iteration 36F: 3 clusters Score -6975488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81518 members 
Mstep: Class 2 contains 43052 members 
Mstep: Class 3 contains 86762 members 
Mstep: Class 4 contains 45728 members 
Mstep: Class 5 contains 4242 members 
Mstep: Class 6 contains 70148 members 
Mstep: Class 7 contains 62389 members 
Mstep: Class 8 contains 38157 members 
Mstep: Class 9 contains 3578 members 
Mstep: Class 10 contains 94526 members 
Mstep: Class 11 contains 8017 members 
Mstep: Class 12 contains 2949 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 15 contains 929 members 
Mstep: Class 18 contains 21103 members 
Mstep: Class 19 contains 56034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575040.000000 Penalty: 34682.753906
Iteration 359Q: 17 clusters Score -7.557504e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81498 members 
Mstep: Class 2 contains 43052 members 
Mstep: Class 3 contains 86772 members 
Mstep: Class 4 contains 45725 members 
Mstep: Class 5 contains 4270 members 
Mstep: Class 6 contains 70150 members 
Mstep: Class 7 contains 62386 members 
Mstep: Class 8 contains 38153 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 94512 members 
Mstep: Class 11 contains 7974 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 15 contains 929 members 
Mstep: Class 18 contains 21139 members 
Mstep: Class 19 contains 56019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574960.000000 Penalty: 34682.753906
Iteration 360F: 17 clusters Score -7.557496e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 43053 members 
Mstep: Class 3 contains 86772 members 
Mstep: Class 4 contains 45723 members 
Mstep: Class 5 contains 4296 members 
Mstep: Class 6 contains 70153 members 
Mstep: Class 7 contains 62370 members 
Mstep: Class 8 contains 38151 members 
Mstep: Class 9 contains 3592 members 
Mstep: Class 10 contains 94525 members 
Mstep: Class 11 contains 7931 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 2154 members 
Mstep: Class 15 contains 929 members 
Mstep: Class 18 contains 21181 members 
Mstep: Class 19 contains 56015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575152.000000 Penalty: 34682.753906
Iteration 361Q: 17 clusters Score -7.557515e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 43057 members 
Mstep: Class 3 contains 86768 members 
Mstep: Class 4 contains 45716 members 
Mstep: Class 5 contains 4315 members 
Mstep: Class 6 contains 70158 members 
Mstep: Class 7 contains 62347 members 
Mstep: Class 8 contains 38148 members 
Mstep: Class 9 contains 3596 members 
Mstep: Class 10 contains 94560 members 
Mstep: Class 11 contains 7902 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 2167 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 21212 members 
Mstep: Class 19 contains 56006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575136.000000 Penalty: 34682.753906
Iteration 362Q: 17 clusters Score -7.557514e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81386 members 
Mstep: Class 2 contains 43064 members 
Mstep: Class 3 contains 86761 members 
Mstep: Class 4 contains 45713 members 
Mstep: Class 5 contains 4333 members 
Mstep: Class 6 contains 70161 members 
Mstep: Class 7 contains 62339 members 
Mstep: Class 8 contains 38141 members 
Mstep: Class 9 contains 3590 members 
Mstep: Class 10 contains 94589 members 
Mstep: Class 11 contains 7882 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 2176 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 21241 members 
Mstep: Class 19 contains 56003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575112.000000 Penalty: 34682.753906
Iteration 363Q: 17 clusters Score -7.557511e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81349 members 
Mstep: Class 2 contains 43070 members 
Mstep: Class 3 contains 86763 members 
Mstep: Class 4 contains 45702 members 
Mstep: Class 5 contains 4352 members 
Mstep: Class 6 contains 70152 members 
Mstep: Class 7 contains 62329 members 
Mstep: Class 8 contains 38139 members 
Mstep: Class 9 contains 3592 members 
Mstep: Class 10 contains 94611 members 
Mstep: Class 11 contains 7861 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 2183 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 21278 members 
Mstep: Class 19 contains 55998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575136.000000 Penalty: 34682.753906
Iteration 364Q: 17 clusters Score -7.557514e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 43082 members 
Mstep: Class 3 contains 86748 members 
Mstep: Class 4 contains 45686 members 
Mstep: Class 5 contains 4369 members 
Mstep: Class 6 contains 70154 members 
Mstep: Class 7 contains 62302 members 
Mstep: Class 8 contains 38142 members 
Mstep: Class 9 contains 3600 members 
Mstep: Class 10 contains 94624 members 
Mstep: Class 11 contains 7844 members 
Mstep: Class 12 contains 2946 members 
Mstep: Class 13 contains 2196 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 21318 members 
Mstep: Class 19 contains 55998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575152.000000 Penalty: 34682.753906
Iteration 365Q: 17 clusters Score -7.557515e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81295 members 
Mstep: Class 2 contains 43081 members 
Mstep: Class 3 contains 86742 members 
Mstep: Class 4 contains 45672 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 70150 members 
Mstep: Class 7 contains 62285 members 
Mstep: Class 8 contains 38134 members 
Mstep: Class 9 contains 3612 members 
Mstep: Class 10 contains 94650 members 
Mstep: Class 11 contains 7823 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 2205 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 21350 members 
Mstep: Class 19 contains 55984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575136.000000 Penalty: 34682.753906
Iteration 366Q: 17 clusters Score -7.557514e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 43074 members 
Mstep: Class 3 contains 86744 members 
Mstep: Class 4 contains 45648 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 70158 members 
Mstep: Class 7 contains 62273 members 
Mstep: Class 8 contains 38129 members 
Mstep: Class 9 contains 3607 members 
Mstep: Class 10 contains 94702 members 
Mstep: Class 11 contains 7803 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 2218 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 21369 members 
Mstep: Class 19 contains 55964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575184.000000 Penalty: 34682.753906
Iteration 367Q: 17 clusters Score -7.557518e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 43073 members 
Mstep: Class 3 contains 86750 members 
Mstep: Class 4 contains 45632 members 
Mstep: Class 5 contains 4465 members 
Mstep: Class 6 contains 70146 members 
Mstep: Class 7 contains 62263 members 
Mstep: Class 8 contains 38130 members 
Mstep: Class 9 contains 3607 members 
Mstep: Class 10 contains 94738 members 
Mstep: Class 11 contains 7784 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 2233 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 21385 members 
Mstep: Class 19 contains 55947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575072.000000 Penalty: 34682.753906
Iteration 368Q: 17 clusters Score -7.557507e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81186 members 
Mstep: Class 2 contains 43080 members 
Mstep: Class 3 contains 86760 members 
Mstep: Class 4 contains 45606 members 
Mstep: Class 5 contains 4508 members 
Mstep: Class 6 contains 70133 members 
Mstep: Class 7 contains 62248 members 
Mstep: Class 8 contains 38134 members 
Mstep: Class 9 contains 3605 members 
Mstep: Class 10 contains 94778 members 
Mstep: Class 11 contains 7763 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 21402 members 
Mstep: Class 19 contains 55934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575128.000000 Penalty: 34682.753906
Iteration 369Q: 17 clusters Score -7.557513e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81163 members 
Mstep: Class 2 contains 43084 members 
Mstep: Class 3 contains 86750 members 
Mstep: Class 4 contains 45583 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 70134 members 
Mstep: Class 7 contains 62234 members 
Mstep: Class 8 contains 38132 members 
Mstep: Class 9 contains 3601 members 
Mstep: Class 10 contains 94800 members 
Mstep: Class 11 contains 7740 members 
Mstep: Class 12 contains 2945 members 
Mstep: Class 13 contains 2251 members 
Mstep: Class 15 contains 927 members 
Mstep: Class 18 contains 21426 members 
Mstep: Class 19 contains 55924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575104.000000 Penalty: 34682.753906
Iteration 370Q: 17 clusters Score -7.55751e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 43088 members 
Mstep: Class 3 contains 86735 members 
Mstep: Class 4 contains 45563 members 
Mstep: Class 5 contains 4616 members 
Mstep: Class 6 contains 70139 members 
Mstep: Class 7 contains 62217 members 
Mstep: Class 8 contains 38138 members 
Mstep: Class 9 contains 3596 members 
Mstep: Class 10 contains 94812 members 
Mstep: Class 11 contains 7719 members 
Mstep: Class 12 contains 2943 members 
Mstep: Class 13 contains 2260 members 
Mstep: Class 15 contains 926 members 
Mstep: Class 18 contains 21446 members 
Mstep: Class 19 contains 55921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575032.000000 Penalty: 34682.753906
Iteration 371Q: 17 clusters Score -7.557503e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81096 members 
Mstep: Class 2 contains 43087 members 
Mstep: Class 3 contains 86725 members 
Mstep: Class 4 contains 45568 members 
Mstep: Class 5 contains 4675 members 
Mstep: Class 6 contains 70148 members 
Mstep: Class 7 contains 62196 members 
Mstep: Class 8 contains 38138 members 
Mstep: Class 9 contains 3591 members 
Mstep: Class 10 contains 94804 members 
Mstep: Class 11 contains 7706 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 2273 members 
Mstep: Class 15 contains 927 members 
Mstep: Class 18 contains 21456 members 
Mstep: Class 19 contains 55923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575104.000000 Penalty: 34682.753906
Iteration 372Q: 17 clusters Score -7.55751e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81063 members 
Mstep: Class 2 contains 43091 members 
Mstep: Class 3 contains 86712 members 
Mstep: Class 4 contains 45567 members 
Mstep: Class 5 contains 4736 members 
Mstep: Class 6 contains 70140 members 
Mstep: Class 7 contains 62174 members 
Mstep: Class 8 contains 38129 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 94832 members 
Mstep: Class 11 contains 7693 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 21459 members 
Mstep: Class 19 contains 55916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575168.000000 Penalty: 34682.753906
Iteration 373Q: 17 clusters Score -7.557517e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 43090 members 
Mstep: Class 3 contains 86701 members 
Mstep: Class 4 contains 45575 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 70146 members 
Mstep: Class 7 contains 62152 members 
Mstep: Class 8 contains 38134 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 94851 members 
Mstep: Class 11 contains 7678 members 
Mstep: Class 12 contains 2938 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 21465 members 
Mstep: Class 19 contains 55900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575184.000000 Penalty: 34682.753906
Iteration 374Q: 17 clusters Score -7.557518e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 43090 members 
Mstep: Class 3 contains 86697 members 
Mstep: Class 4 contains 45582 members 
Mstep: Class 5 contains 4816 members 
Mstep: Class 6 contains 70145 members 
Mstep: Class 7 contains 62123 members 
Mstep: Class 8 contains 38128 members 
Mstep: Class 9 contains 3588 members 
Mstep: Class 10 contains 94877 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 2935 members 
Mstep: Class 13 contains 2317 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 21473 members 
Mstep: Class 19 contains 55895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575112.000000 Penalty: 34682.753906
Iteration 375Q: 17 clusters Score -7.557511e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80981 members 
Mstep: Class 2 contains 43095 members 
Mstep: Class 3 contains 86690 members 
Mstep: Class 4 contains 45584 members 
Mstep: Class 5 contains 4850 members 
Mstep: Class 6 contains 70139 members 
Mstep: Class 7 contains 62098 members 
Mstep: Class 8 contains 38129 members 
Mstep: Class 9 contains 3591 members 
Mstep: Class 10 contains 94902 members 
Mstep: Class 11 contains 7634 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 2335 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 21475 members 
Mstep: Class 19 contains 55889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575048.000000 Penalty: 34682.753906
Iteration 376Q: 17 clusters Score -7.557505e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80965 members 
Mstep: Class 2 contains 43106 members 
Mstep: Class 3 contains 86692 members 
Mstep: Class 4 contains 45582 members 
Mstep: Class 5 contains 4871 members 
Mstep: Class 6 contains 70133 members 
Mstep: Class 7 contains 62084 members 
Mstep: Class 8 contains 38132 members 
Mstep: Class 9 contains 3591 members 
Mstep: Class 10 contains 94907 members 
Mstep: Class 11 contains 7612 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 21489 members 
Mstep: Class 19 contains 55881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575000.000000 Penalty: 34682.753906
Iteration 377Q: 17 clusters Score -7.5575e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80958 members 
Mstep: Class 2 contains 43115 members 
Mstep: Class 3 contains 86695 members 
Mstep: Class 4 contains 45580 members 
Mstep: Class 5 contains 4895 members 
Mstep: Class 6 contains 70118 members 
Mstep: Class 7 contains 62074 members 
Mstep: Class 8 contains 38134 members 
Mstep: Class 9 contains 3594 members 
Mstep: Class 10 contains 94901 members 
Mstep: Class 11 contains 7591 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 2360 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 21504 members 
Mstep: Class 19 contains 55874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575000.000000 Penalty: 34682.753906
Iteration 378Q: 17 clusters Score -7.5575e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 43127 members 
Mstep: Class 3 contains 86684 members 
Mstep: Class 4 contains 45583 members 
Mstep: Class 5 contains 4916 members 
Mstep: Class 6 contains 70113 members 
Mstep: Class 7 contains 62069 members 
Mstep: Class 8 contains 38131 members 
Mstep: Class 9 contains 3593 members 
Mstep: Class 10 contains 94902 members 
Mstep: Class 11 contains 7568 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 2372 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 18 contains 21522 members 
Mstep: Class 19 contains 55867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575072.000000 Penalty: 34682.753906
Iteration 379Q: 17 clusters Score -7.557507e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 43141 members 
Mstep: Class 3 contains 86691 members 
Mstep: Class 4 contains 45585 members 
Mstep: Class 5 contains 4934 members 
Mstep: Class 6 contains 70110 members 
Mstep: Class 7 contains 62060 members 
Mstep: Class 8 contains 38135 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 94898 members 
Mstep: Class 11 contains 7543 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 2379 members 
Mstep: Class 15 contains 927 members 
Mstep: Class 18 contains 21543 members 
Mstep: Class 19 contains 55861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574976.000000 Penalty: 34682.753906
Iteration 380F: 17 clusters Score -7.557498e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 43145 members 
Mstep: Class 3 contains 86689 members 
Mstep: Class 4 contains 45574 members 
Mstep: Class 5 contains 4952 members 
Mstep: Class 6 contains 70105 members 
Mstep: Class 7 contains 62044 members 
Mstep: Class 8 contains 38142 members 
Mstep: Class 9 contains 3589 members 
Mstep: Class 10 contains 94905 members 
Mstep: Class 11 contains 7514 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 2391 members 
Mstep: Class 15 contains 927 members 
Mstep: Class 18 contains 21565 members 
Mstep: Class 19 contains 55870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574872.000000 Penalty: 34682.753906
Iteration 381Q: 17 clusters Score -7.557487e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 43153 members 
Mstep: Class 3 contains 86716 members 
Mstep: Class 4 contains 45574 members 
Mstep: Class 5 contains 4981 members 
Mstep: Class 6 contains 70090 members 
Mstep: Class 7 contains 62011 members 
Mstep: Class 8 contains 38144 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 94911 members 
Mstep: Class 11 contains 7492 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 2397 members 
Mstep: Class 15 contains 926 members 
Mstep: Class 18 contains 21578 members 
Mstep: Class 19 contains 55874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574808.000000 Penalty: 34682.753906
Iteration 382Q: 17 clusters Score -7.557481e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80860 members 
Mstep: Class 2 contains 43158 members 
Mstep: Class 3 contains 86716 members 
Mstep: Class 4 contains 45559 members 
Mstep: Class 5 contains 5009 members 
Mstep: Class 6 contains 70089 members 
Mstep: Class 7 contains 61994 members 
Mstep: Class 8 contains 38156 members 
Mstep: Class 9 contains 3589 members 
Mstep: Class 10 contains 94915 members 
Mstep: Class 11 contains 7473 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 2402 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 18 contains 21592 members 
Mstep: Class 19 contains 55884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574824.000000 Penalty: 34682.753906
Iteration 383Q: 17 clusters Score -7.557482e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80835 members 
Mstep: Class 2 contains 43158 members 
Mstep: Class 3 contains 86720 members 
Mstep: Class 4 contains 45556 members 
Mstep: Class 5 contains 5045 members 
Mstep: Class 6 contains 70084 members 
Mstep: Class 7 contains 61963 members 
Mstep: Class 8 contains 38161 members 
Mstep: Class 9 contains 3600 members 
Mstep: Class 10 contains 94913 members 
Mstep: Class 11 contains 7456 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 2405 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 18 contains 21607 members 
Mstep: Class 19 contains 55893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574928.000000 Penalty: 34682.753906
Iteration 384Q: 17 clusters Score -7.557493e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80810 members 
Mstep: Class 2 contains 43155 members 
Mstep: Class 3 contains 86701 members 
Mstep: Class 4 contains 45559 members 
Mstep: Class 5 contains 5089 members 
Mstep: Class 6 contains 70077 members 
Mstep: Class 7 contains 61947 members 
Mstep: Class 8 contains 38168 members 
Mstep: Class 9 contains 3609 members 
Mstep: Class 10 contains 94912 members 
Mstep: Class 11 contains 7434 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 18 contains 21629 members 
Mstep: Class 19 contains 55893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574856.000000 Penalty: 34682.753906
Iteration 385Q: 17 clusters Score -7.557486e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80792 members 
Mstep: Class 2 contains 43161 members 
Mstep: Class 3 contains 86696 members 
Mstep: Class 4 contains 45560 members 
Mstep: Class 5 contains 5118 members 
Mstep: Class 6 contains 70067 members 
Mstep: Class 7 contains 61931 members 
Mstep: Class 8 contains 38169 members 
Mstep: Class 9 contains 3614 members 
Mstep: Class 10 contains 94917 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 18 contains 21650 members 
Mstep: Class 19 contains 55892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574784.000000 Penalty: 34682.753906
Iteration 386Q: 17 clusters Score -7.557478e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 43170 members 
Mstep: Class 3 contains 86671 members 
Mstep: Class 4 contains 45571 members 
Mstep: Class 5 contains 5148 members 
Mstep: Class 6 contains 70065 members 
Mstep: Class 7 contains 61915 members 
Mstep: Class 8 contains 38171 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 94928 members 
Mstep: Class 11 contains 7377 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 2417 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 18 contains 21677 members 
Mstep: Class 19 contains 55891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574872.000000 Penalty: 34682.753906
Iteration 387Q: 17 clusters Score -7.557487e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 43172 members 
Mstep: Class 3 contains 86677 members 
Mstep: Class 4 contains 45581 members 
Mstep: Class 5 contains 5175 members 
Mstep: Class 6 contains 70067 members 
Mstep: Class 7 contains 61884 members 
Mstep: Class 8 contains 38169 members 
Mstep: Class 9 contains 3628 members 
Mstep: Class 10 contains 94922 members 
Mstep: Class 11 contains 7341 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 2421 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 18 contains 21707 members 
Mstep: Class 19 contains 55894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574744.000000 Penalty: 34682.753906
Iteration 388Q: 17 clusters Score -7.557474e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80736 members 
Mstep: Class 2 contains 43167 members 
Mstep: Class 3 contains 86672 members 
Mstep: Class 4 contains 45584 members 
Mstep: Class 5 contains 5202 members 
Mstep: Class 6 contains 70065 members 
Mstep: Class 7 contains 61864 members 
Mstep: Class 8 contains 38164 members 
Mstep: Class 9 contains 3632 members 
Mstep: Class 10 contains 94939 members 
Mstep: Class 11 contains 7311 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 2429 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 18 contains 21724 members 
Mstep: Class 19 contains 55907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574824.000000 Penalty: 34682.753906
Iteration 389Q: 17 clusters Score -7.557482e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80713 members 
Mstep: Class 2 contains 43173 members 
Mstep: Class 3 contains 86674 members 
Mstep: Class 4 contains 45583 members 
Mstep: Class 5 contains 5235 members 
Mstep: Class 6 contains 70058 members 
Mstep: Class 7 contains 61846 members 
Mstep: Class 8 contains 38164 members 
Mstep: Class 9 contains 3635 members 
Mstep: Class 10 contains 94948 members 
Mstep: Class 11 contains 7287 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 18 contains 21743 members 
Mstep: Class 19 contains 55897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574856.000000 Penalty: 34682.753906
Iteration 390Q: 17 clusters Score -7.557486e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80699 members 
Mstep: Class 2 contains 43182 members 
Mstep: Class 3 contains 86673 members 
Mstep: Class 4 contains 45584 members 
Mstep: Class 5 contains 5267 members 
Mstep: Class 6 contains 70057 members 
Mstep: Class 7 contains 61826 members 
Mstep: Class 8 contains 38160 members 
Mstep: Class 9 contains 3645 members 
Mstep: Class 10 contains 94929 members 
Mstep: Class 11 contains 7272 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 15 contains 924 members 
Mstep: Class 18 contains 21756 members 
Mstep: Class 19 contains 55897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574840.000000 Penalty: 34682.753906
Iteration 391Q: 17 clusters Score -7.557484e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 43198 members 
Mstep: Class 3 contains 86660 members 
Mstep: Class 4 contains 45588 members 
Mstep: Class 5 contains 5298 members 
Mstep: Class 6 contains 70073 members 
Mstep: Class 7 contains 61805 members 
Mstep: Class 8 contains 38168 members 
Mstep: Class 9 contains 3649 members 
Mstep: Class 10 contains 94913 members 
Mstep: Class 11 contains 7256 members 
Mstep: Class 12 contains 2932 members 
Mstep: Class 13 contains 2456 members 
Mstep: Class 15 contains 924 members 
Mstep: Class 18 contains 21765 members 
Mstep: Class 19 contains 55891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574872.000000 Penalty: 34682.753906
Iteration 392Q: 17 clusters Score -7.557487e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80664 members 
Mstep: Class 2 contains 43210 members 
Mstep: Class 3 contains 86645 members 
Mstep: Class 4 contains 45589 members 
Mstep: Class 5 contains 5321 members 
Mstep: Class 6 contains 70074 members 
Mstep: Class 7 contains 61794 members 
Mstep: Class 8 contains 38171 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 94903 members 
Mstep: Class 11 contains 7239 members 
Mstep: Class 12 contains 2931 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 15 contains 924 members 
Mstep: Class 18 contains 21781 members 
Mstep: Class 19 contains 55888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574832.000000 Penalty: 34682.753906
Iteration 393Q: 17 clusters Score -7.557483e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80641 members 
Mstep: Class 2 contains 43222 members 
Mstep: Class 3 contains 86636 members 
Mstep: Class 4 contains 45592 members 
Mstep: Class 5 contains 5347 members 
Mstep: Class 6 contains 70083 members 
Mstep: Class 7 contains 61768 members 
Mstep: Class 8 contains 38173 members 
Mstep: Class 9 contains 3659 members 
Mstep: Class 10 contains 94888 members 
Mstep: Class 11 contains 7217 members 
Mstep: Class 12 contains 2930 members 
Mstep: Class 13 contains 2468 members 
Mstep: Class 15 contains 924 members 
Mstep: Class 18 contains 21805 members 
Mstep: Class 19 contains 55901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574760.000000 Penalty: 34682.753906
Iteration 394Q: 17 clusters Score -7.557476e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80622 members 
Mstep: Class 2 contains 43233 members 
Mstep: Class 3 contains 86632 members 
Mstep: Class 4 contains 45590 members 
Mstep: Class 5 contains 5373 members 
Mstep: Class 6 contains 70090 members 
Mstep: Class 7 contains 61731 members 
Mstep: Class 8 contains 38172 members 
Mstep: Class 9 contains 3664 members 
Mstep: Class 10 contains 94882 members 
Mstep: Class 11 contains 7190 members 
Mstep: Class 12 contains 2929 members 
Mstep: Class 13 contains 2473 members 
Mstep: Class 15 contains 924 members 
Mstep: Class 18 contains 21833 members 
Mstep: Class 19 contains 55916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574744.000000 Penalty: 34682.753906
Iteration 395Q: 17 clusters Score -7.557474e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80618 members 
Mstep: Class 2 contains 43244 members 
Mstep: Class 3 contains 86631 members 
Mstep: Class 4 contains 45577 members 
Mstep: Class 5 contains 5397 members 
Mstep: Class 6 contains 70100 members 
Mstep: Class 7 contains 61699 members 
Mstep: Class 8 contains 38167 members 
Mstep: Class 9 contains 3672 members 
Mstep: Class 10 contains 94871 members 
Mstep: Class 11 contains 7153 members 
Mstep: Class 12 contains 2926 members 
Mstep: Class 13 contains 2478 members 
Mstep: Class 15 contains 923 members 
Mstep: Class 18 contains 21872 members 
Mstep: Class 19 contains 55926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574688.000000 Penalty: 34682.753906
Iteration 396Q: 17 clusters Score -7.557469e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 43254 members 
Mstep: Class 3 contains 86627 members 
Mstep: Class 4 contains 45572 members 
Mstep: Class 5 contains 5425 members 
Mstep: Class 6 contains 70108 members 
Mstep: Class 7 contains 61660 members 
Mstep: Class 8 contains 38165 members 
Mstep: Class 9 contains 3681 members 
Mstep: Class 10 contains 94853 members 
Mstep: Class 11 contains 7128 members 
Mstep: Class 12 contains 2924 members 
Mstep: Class 13 contains 2485 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 18 contains 21905 members 
Mstep: Class 19 contains 55933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574728.000000 Penalty: 34682.753906
Iteration 397Q: 17 clusters Score -7.557473e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80595 members 
Mstep: Class 2 contains 43254 members 
Mstep: Class 3 contains 86640 members 
Mstep: Class 4 contains 45565 members 
Mstep: Class 5 contains 5460 members 
Mstep: Class 6 contains 70108 members 
Mstep: Class 7 contains 61630 members 
Mstep: Class 8 contains 38159 members 
Mstep: Class 9 contains 3688 members 
Mstep: Class 10 contains 94849 members 
Mstep: Class 11 contains 7105 members 
Mstep: Class 12 contains 2923 members 
Mstep: Class 13 contains 2489 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 18 contains 21934 members 
Mstep: Class 19 contains 55933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574664.000000 Penalty: 34682.753906
Iteration 398Q: 17 clusters Score -7.557466e+07 nChanged 349
Entering ConstructFrom: 
Score: -75574664.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (80579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80579 members 
Entering Unmasked Estep 
Score: -10013108.000000 Penalty: 1835.761353
	Iteration 0F: 2 clusters Score -1.001311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -9961242.000000 Penalty: 3671.522705
	Iteration 0F: 3 clusters Score -9961242 nChanged 38412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -9983263.000000 Penalty: 3671.522705
	Iteration 1F: 3 clusters Score -9983263 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -9983842.000000 Penalty: 3671.522705
	Iteration 2Q: 3 clusters Score -9983842 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -9984619.000000 Penalty: 3671.522705
	Iteration 3Q: 3 clusters Score -9984619 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -9986031.000000 Penalty: 3671.522705
	Iteration 4Q: 3 clusters Score -9986031 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -9988328.000000 Penalty: 3671.522705
	Iteration 5F: 3 clusters Score -9988328 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 58790 members 
Entering Unmasked Estep 
Score: -9992175.000000 Penalty: 3671.522705
	Iteration 6F: 3 clusters Score -9992175 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 65796 members 
Entering Unmasked Estep 
Score: -9997940.000000 Penalty: 3671.522705
	Iteration 7F: 3 clusters Score -9997940 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -10003981.000000 Penalty: 3671.522705
	Iteration 8F: 3 clusters Score -1.000398e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -10008237.000000 Penalty: 3671.522705
	Iteration 9F: 3 clusters Score -1.000824e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 79277 members 
Entering Unmasked Estep 
Score: -10010290.000000 Penalty: 3671.522705
	Iteration 10Q: 3 clusters Score -1.001029e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 80088 members 
Entering Unmasked Estep 
Score: -10010986.000000 Penalty: 3671.522705
	Iteration 11Q: 3 clusters Score -1.001099e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 80321 members 
Entering Unmasked Estep 
Score: -10011233.000000 Penalty: 3671.522705
	Iteration 12Q: 3 clusters Score -1.001123e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -10011347.000000 Penalty: 3671.522705
	Iteration 13Q: 3 clusters Score -1.001135e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
Score: -10011367.000000 Penalty: 3671.522705
	Iteration 14Q: 3 clusters Score -1.001137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -10011397.000000 Penalty: 3671.522705
	Iteration 15Q: 3 clusters Score -1.00114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -10011428.000000 Penalty: 3671.522705
	Iteration 16Q: 3 clusters Score -1.001143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -10011441.000000 Penalty: 3671.522705
	Iteration 17Q: 3 clusters Score -1.001144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 80441 members 
Entering Unmasked Estep 
Score: -10011437.000000 Penalty: 3671.522705
	Iteration 18Q: 3 clusters Score -1.001144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 80445 members 
Entering Unmasked Estep 
Score: -10011453.000000 Penalty: 3671.522705
	Iteration 19Q: 3 clusters Score -1.001145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 80446 members 
Entering Unmasked Estep 
Score: -10011452.000000 Penalty: 3671.522705
	Iteration 20F: 3 clusters Score -1.001145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Entering Unmasked Estep 
Score: -5385978.500000 Penalty: 1734.722412
	Iteration 0F: 2 clusters Score -5385978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -5356880.000000 Penalty: 3469.444824
	Iteration 0F: 3 clusters Score -5356880 nChanged 20271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -5368343.000000 Penalty: 3469.444824
	Iteration 1F: 3 clusters Score -5368343 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -5368815.500000 Penalty: 3469.444824
	Iteration 2Q: 3 clusters Score -5368816 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -5369283.500000 Penalty: 3469.444824
	Iteration 3Q: 3 clusters Score -5369284 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -5369926.000000 Penalty: 3469.444824
	Iteration 4Q: 3 clusters Score -5369926 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -5370776.500000 Penalty: 3469.444824
	Iteration 5Q: 3 clusters Score -5370776 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -5372035.500000 Penalty: 3469.444824
	Iteration 6F: 3 clusters Score -5372036 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -5374070.000000 Penalty: 3469.444824
	Iteration 7F: 3 clusters Score -5374070 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -5376827.000000 Penalty: 3469.444824
	Iteration 8F: 3 clusters Score -5376827 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -5379963.000000 Penalty: 3469.444824
	Iteration 9F: 3 clusters Score -5379963 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -5382472.500000 Penalty: 3469.444824
	Iteration 10F: 3 clusters Score -5382472 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -5383722.000000 Penalty: 3469.444824
	Iteration 11Q: 3 clusters Score -5383722 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -5384178.500000 Penalty: 3469.444824
	Iteration 12Q: 3 clusters Score -5384178 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -5384307.500000 Penalty: 3469.444824
	Iteration 13Q: 3 clusters Score -5384308 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -5384394.500000 Penalty: 3469.444824
	Iteration 14Q: 3 clusters Score -5384394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -5384440.000000 Penalty: 3469.444824
	Iteration 15Q: 3 clusters Score -5384440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -5384456.500000 Penalty: 3469.444824
	Iteration 16Q: 3 clusters Score -5384456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -5384464.500000 Penalty: 3469.444824
	Iteration 17Q: 3 clusters Score -5384464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -5384473.500000 Penalty: 3469.444824
	Iteration 18Q: 3 clusters Score -5384474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -5384481.500000 Penalty: 3469.444824
	Iteration 19Q: 3 clusters Score -5384482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -5384485.500000 Penalty: 3469.444824
	Iteration 20F: 3 clusters Score -5384486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -5384485.000000 Penalty: 3469.444824
	Iteration 21Q: 3 clusters Score -5384485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -5384494.000000 Penalty: 3469.444824
	Iteration 22Q: 3 clusters Score -5384494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -5384507.000000 Penalty: 3469.444824
	Iteration 23Q: 3 clusters Score -5384507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -5384512.000000 Penalty: 3469.444824
	Iteration 24Q: 3 clusters Score -5384512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -5384521.500000 Penalty: 3469.444824
	Iteration 25Q: 3 clusters Score -5384522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -5384524.500000 Penalty: 3469.444824
	Iteration 26Q: 3 clusters Score -5384524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -5384526.500000 Penalty: 3469.444824
	Iteration 27Q: 3 clusters Score -5384526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -5384526.500000 Penalty: 3469.444824
	Iteration 28F: 3 clusters Score -5384526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86651 members 
Entering Unmasked Estep 
Score: -10731708.000000 Penalty: 1847.567139
	Iteration 0F: 2 clusters Score -1.073171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -10675685.000000 Penalty: 3695.134277
	Iteration 0F: 3 clusters Score -1.067568e+07 nChanged 41311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -10699771.000000 Penalty: 3695.134277
	Iteration 1F: 3 clusters Score -1.069977e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -10700827.000000 Penalty: 3695.134277
	Iteration 2Q: 3 clusters Score -1.070083e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -10702173.000000 Penalty: 3695.134277
	Iteration 3Q: 3 clusters Score -1.070217e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -10704564.000000 Penalty: 3695.134277
	Iteration 4F: 3 clusters Score -1.070456e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -10708149.000000 Penalty: 3695.134277
	Iteration 5F: 3 clusters Score -1.070815e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60885 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -10713031.000000 Penalty: 3695.134277
	Iteration 6F: 3 clusters Score -1.071303e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -10718542.000000 Penalty: 3695.134277
	Iteration 7F: 3 clusters Score -1.071854e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -10723104.000000 Penalty: 3695.134277
	Iteration 8F: 3 clusters Score -1.07231e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -10725411.000000 Penalty: 3695.134277
	Iteration 9Q: 3 clusters Score -1.072541e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -10726237.000000 Penalty: 3695.134277
	Iteration 10Q: 3 clusters Score -1.072624e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71836 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -10726949.000000 Penalty: 3695.134277
	Iteration 11Q: 3 clusters Score -1.072695e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -10727514.000000 Penalty: 3695.134277
	Iteration 12Q: 3 clusters Score -1.072751e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -10727918.000000 Penalty: 3695.134277
	Iteration 13Q: 3 clusters Score -1.072792e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75205 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -10728380.000000 Penalty: 3695.134277
	Iteration 14Q: 3 clusters Score -1.072838e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76384 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -10728754.000000 Penalty: 3695.134277
	Iteration 15Q: 3 clusters Score -1.072875e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -10729080.000000 Penalty: 3695.134277
	Iteration 16Q: 3 clusters Score -1.072908e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78730 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -10729363.000000 Penalty: 3695.134277
	Iteration 17Q: 3 clusters Score -1.072936e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79778 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -10729636.000000 Penalty: 3695.134277
	Iteration 18Q: 3 clusters Score -1.072964e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -10729760.000000 Penalty: 3695.134277
	Iteration 19Q: 3 clusters Score -1.072976e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -10729994.000000 Penalty: 3695.134277
	Iteration 20F: 3 clusters Score -1.072999e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -10730074.000000 Penalty: 3695.134277
	Iteration 21Q: 3 clusters Score -1.073007e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83017 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -10730158.000000 Penalty: 3695.134277
	Iteration 22Q: 3 clusters Score -1.073016e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -10730219.000000 Penalty: 3695.134277
	Iteration 23Q: 3 clusters Score -1.073022e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83971 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -10730250.000000 Penalty: 3695.134277
	Iteration 24Q: 3 clusters Score -1.073025e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84334 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -10730296.000000 Penalty: 3695.134277
	Iteration 25Q: 3 clusters Score -1.07303e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84599 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -10730306.000000 Penalty: 3695.134277
	Iteration 26Q: 3 clusters Score -1.073031e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84819 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -10730315.000000 Penalty: 3695.134277
	Iteration 27Q: 3 clusters Score -1.073032e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84998 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -10730336.000000 Penalty: 3695.134277
	Iteration 28Q: 3 clusters Score -1.073034e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85148 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -10730353.000000 Penalty: 3695.134277
	Iteration 29Q: 3 clusters Score -1.073035e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85265 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -10730369.000000 Penalty: 3695.134277
	Iteration 30Q: 3 clusters Score -1.073037e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85360 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -10730383.000000 Penalty: 3695.134277
	Iteration 31Q: 3 clusters Score -1.073038e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85432 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -10730365.000000 Penalty: 3695.134277
	Iteration 32Q: 3 clusters Score -1.073036e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85497 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -10730371.000000 Penalty: 3695.134277
	Iteration 33Q: 3 clusters Score -1.073037e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85551 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -10730394.000000 Penalty: 3695.134277
	Iteration 34Q: 3 clusters Score -1.073039e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -10730389.000000 Penalty: 3695.134277
	Iteration 35Q: 3 clusters Score -1.073039e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85638 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10730415.000000 Penalty: 3695.134277
	Iteration 36Q: 3 clusters Score -1.073042e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -10730407.000000 Penalty: 3695.134277
	Iteration 37Q: 3 clusters Score -1.073041e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85723 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10730417.000000 Penalty: 3695.134277
	Iteration 38Q: 3 clusters Score -1.073042e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85750 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -10730411.000000 Penalty: 3695.134277
	Iteration 39Q: 3 clusters Score -1.073041e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85774 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10730395.000000 Penalty: 3695.134277
	Iteration 40F: 3 clusters Score -1.07304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85791 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10730407.000000 Penalty: 3695.134277
	Iteration 41Q: 3 clusters Score -1.073041e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85813 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -10730412.000000 Penalty: 3695.134277
	Iteration 42Q: 3 clusters Score -1.073041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85830 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -10730409.000000 Penalty: 3695.134277
	Iteration 43Q: 3 clusters Score -1.073041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85851 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10730405.000000 Penalty: 3695.134277
	Iteration 44Q: 3 clusters Score -1.07304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85863 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -10730406.000000 Penalty: 3695.134277
	Iteration 45Q: 3 clusters Score -1.073041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85874 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -10730402.000000 Penalty: 3695.134277
	Iteration 46Q: 3 clusters Score -1.07304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85879 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10730393.000000 Penalty: 3695.134277
	Iteration 47Q: 3 clusters Score -1.073039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85882 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10730399.000000 Penalty: 3695.134277
	Iteration 48Q: 3 clusters Score -1.07304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85888 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -10730400.000000 Penalty: 3695.134277
	Iteration 49Q: 3 clusters Score -1.07304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85896 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10730397.000000 Penalty: 3695.134277
	Iteration 50Q: 3 clusters Score -1.07304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85899 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10730395.000000 Penalty: 3695.134277
	Iteration 51Q: 3 clusters Score -1.07304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10730394.000000 Penalty: 3695.134277
	Iteration 52Q: 3 clusters Score -1.073039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85910 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -10730395.000000 Penalty: 3695.134277
	Iteration 53Q: 3 clusters Score -1.07304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85915 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10730393.000000 Penalty: 3695.134277
	Iteration 54Q: 3 clusters Score -1.073039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10730386.000000 Penalty: 3695.134277
	Iteration 55Q: 3 clusters Score -1.073039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85921 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10730382.000000 Penalty: 3695.134277
	Iteration 56Q: 3 clusters Score -1.073038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10730382.000000 Penalty: 3695.134277
	Iteration 57Q: 3 clusters Score -1.073038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10730379.000000 Penalty: 3695.134277
	Iteration 58Q: 3 clusters Score -1.073038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10730379.000000 Penalty: 3695.134277
	Iteration 59F: 3 clusters Score -1.073038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Entering Unmasked Estep 
Score: -5661224.000000 Penalty: 1743.081299
	Iteration 0F: 2 clusters Score -5661224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -5630872.500000 Penalty: 3486.162598
	Iteration 0F: 3 clusters Score -5630872 nChanged 21183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -5642985.500000 Penalty: 3486.162598
	Iteration 1F: 3 clusters Score -5642986 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -5643683.500000 Penalty: 3486.162598
	Iteration 2Q: 3 clusters Score -5643684 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -5644615.000000 Penalty: 3486.162598
	Iteration 3Q: 3 clusters Score -5644615 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -5646043.500000 Penalty: 3486.162598
	Iteration 4F: 3 clusters Score -5646044 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -5648114.000000 Penalty: 3486.162598
	Iteration 5F: 3 clusters Score -5648114 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -5651005.500000 Penalty: 3486.162598
	Iteration 6F: 3 clusters Score -5651006 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -5654004.000000 Penalty: 3486.162598
	Iteration 7F: 3 clusters Score -5654004 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -5656322.500000 Penalty: 3486.162598
	Iteration 8F: 3 clusters Score -5656322 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -5657740.000000 Penalty: 3486.162598
	Iteration 9Q: 3 clusters Score -5657740 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -5658551.000000 Penalty: 3486.162598
	Iteration 10Q: 3 clusters Score -5658551 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -5658949.000000 Penalty: 3486.162598
	Iteration 11Q: 3 clusters Score -5658949 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -5659183.000000 Penalty: 3486.162598
	Iteration 12Q: 3 clusters Score -5659183 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -5659348.500000 Penalty: 3486.162598
	Iteration 13Q: 3 clusters Score -5659348 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -5659448.500000 Penalty: 3486.162598
	Iteration 14Q: 3 clusters Score -5659448 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -5659542.500000 Penalty: 3486.162598
	Iteration 15Q: 3 clusters Score -5659542 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -5659595.500000 Penalty: 3486.162598
	Iteration 16Q: 3 clusters Score -5659596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -5659636.000000 Penalty: 3486.162598
	Iteration 17Q: 3 clusters Score -5659636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -5659659.500000 Penalty: 3486.162598
	Iteration 18Q: 3 clusters Score -5659660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -5659674.500000 Penalty: 3486.162598
	Iteration 19Q: 3 clusters Score -5659674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -5659671.500000 Penalty: 3486.162598
	Iteration 20F: 3 clusters Score -5659672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -5659690.000000 Penalty: 3486.162598
	Iteration 21Q: 3 clusters Score -5659690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -5659695.000000 Penalty: 3486.162598
	Iteration 22Q: 3 clusters Score -5659695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -5659701.500000 Penalty: 3486.162598
	Iteration 23Q: 3 clusters Score -5659702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -5659712.500000 Penalty: 3486.162598
	Iteration 24Q: 3 clusters Score -5659712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -5659712.000000 Penalty: 3486.162598
	Iteration 25Q: 3 clusters Score -5659712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -5659712.500000 Penalty: 3486.162598
	Iteration 26Q: 3 clusters Score -5659712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -5659708.500000 Penalty: 3486.162598
	Iteration 27Q: 3 clusters Score -5659708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -5659713.000000 Penalty: 3486.162598
	Iteration 28Q: 3 clusters Score -5659713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -5659718.000000 Penalty: 3486.162598
	Iteration 29Q: 3 clusters Score -5659718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -5659720.500000 Penalty: 3486.162598
	Iteration 30Q: 3 clusters Score -5659720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -5659729.500000 Penalty: 3486.162598
	Iteration 31Q: 3 clusters Score -5659730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -5659733.500000 Penalty: 3486.162598
	Iteration 32Q: 3 clusters Score -5659734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -5659731.500000 Penalty: 3486.162598
	Iteration 33Q: 3 clusters Score -5659732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -5659743.000000 Penalty: 3486.162598
	Iteration 34Q: 3 clusters Score -5659743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -5659734.500000 Penalty: 3486.162598
	Iteration 35Q: 3 clusters Score -5659734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -5659736.000000 Penalty: 3486.162598
	Iteration 36Q: 3 clusters Score -5659736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -5659744.500000 Penalty: 3486.162598
	Iteration 37Q: 3 clusters Score -5659744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -5659743.500000 Penalty: 3486.162598
	Iteration 38Q: 3 clusters Score -5659744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -5659748.000000 Penalty: 3486.162598
	Iteration 39Q: 3 clusters Score -5659748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -5659748.000000 Penalty: 3486.162598
	Iteration 40F: 3 clusters Score -5659748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Entering Unmasked Estep 
Score: -685475.000000 Penalty: 1399.088013
	Iteration 0F: 2 clusters Score -685475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -681159.562500 Penalty: 2798.176025
	Iteration 0F: 3 clusters Score -681159.6 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -682370.375000 Penalty: 2798.176025
	Iteration 1F: 3 clusters Score -682370.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -682595.500000 Penalty: 2798.176025
	Iteration 2F: 3 clusters Score -682595.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -682755.250000 Penalty: 2798.176025
	Iteration 3F: 3 clusters Score -682755.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -682851.750000 Penalty: 2798.176025
	Iteration 4Q: 3 clusters Score -682851.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -682913.437500 Penalty: 2798.176025
	Iteration 5Q: 3 clusters Score -682913.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -682967.312500 Penalty: 2798.176025
	Iteration 6Q: 3 clusters Score -682967.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -683027.125000 Penalty: 2798.176025
	Iteration 7Q: 3 clusters Score -683027.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -683079.812500 Penalty: 2798.176025
	Iteration 8Q: 3 clusters Score -683079.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -683126.125000 Penalty: 2798.176025
	Iteration 9Q: 3 clusters Score -683126.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -683175.250000 Penalty: 2798.176025
	Iteration 10Q: 3 clusters Score -683175.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -683222.062500 Penalty: 2798.176025
	Iteration 11Q: 3 clusters Score -683222.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -683288.250000 Penalty: 2798.176025
	Iteration 12Q: 3 clusters Score -683288.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -683362.687500 Penalty: 2798.176025
	Iteration 13Q: 3 clusters Score -683362.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -683440.437500 Penalty: 2798.176025
	Iteration 14Q: 3 clusters Score -683440.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -683511.812500 Penalty: 2798.176025
	Iteration 15Q: 3 clusters Score -683511.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -683594.375000 Penalty: 2798.176025
	Iteration 16Q: 3 clusters Score -683594.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -683682.500000 Penalty: 2798.176025
	Iteration 17Q: 3 clusters Score -683682.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -683757.625000 Penalty: 2798.176025
	Iteration 18Q: 3 clusters Score -683757.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -683813.687500 Penalty: 2798.176025
	Iteration 19Q: 3 clusters Score -683813.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -683863.625000 Penalty: 2798.176025
	Iteration 20F: 3 clusters Score -683863.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -683905.062500 Penalty: 2798.176025
	Iteration 21Q: 3 clusters Score -683905.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -683941.625000 Penalty: 2798.176025
	Iteration 22Q: 3 clusters Score -683941.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -683978.312500 Penalty: 2798.176025
	Iteration 23Q: 3 clusters Score -683978.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -684010.375000 Penalty: 2798.176025
	Iteration 24Q: 3 clusters Score -684010.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -684035.125000 Penalty: 2798.176025
	Iteration 25Q: 3 clusters Score -684035.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -684064.625000 Penalty: 2798.176025
	Iteration 26Q: 3 clusters Score -684064.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -684085.375000 Penalty: 2798.176025
	Iteration 27Q: 3 clusters Score -684085.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -684100.500000 Penalty: 2798.176025
	Iteration 28Q: 3 clusters Score -684100.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -684115.000000 Penalty: 2798.176025
	Iteration 29Q: 3 clusters Score -684115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -684126.125000 Penalty: 2798.176025
	Iteration 30Q: 3 clusters Score -684126.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -684133.687500 Penalty: 2798.176025
	Iteration 31Q: 3 clusters Score -684133.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -684138.375000 Penalty: 2798.176025
	Iteration 32Q: 3 clusters Score -684138.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -684141.062500 Penalty: 2798.176025
	Iteration 33Q: 3 clusters Score -684141.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -684140.875000 Penalty: 2798.176025
	Iteration 34Q: 3 clusters Score -684140.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -684140.000000 Penalty: 2798.176025
	Iteration 35Q: 3 clusters Score -684140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -684140.000000 Penalty: 2798.176025
	Iteration 36F: 3 clusters Score -684140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Entering Unmasked Estep 
Score: -8734931.000000 Penalty: 1813.166748
	Iteration 0F: 2 clusters Score -8734931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -8689128.000000 Penalty: 3626.333496
	Iteration 0F: 3 clusters Score -8689128 nChanged 33108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -8708113.000000 Penalty: 3626.333496
	Iteration 1F: 3 clusters Score -8708113 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -8708840.000000 Penalty: 3626.333496
	Iteration 2Q: 3 clusters Score -8708840 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -8709846.000000 Penalty: 3626.333496
	Iteration 3Q: 3 clusters Score -8709846 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -8711180.000000 Penalty: 3626.333496
	Iteration 4Q: 3 clusters Score -8711180 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -8713062.000000 Penalty: 3626.333496
	Iteration 5F: 3 clusters Score -8713062 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -8715565.000000 Penalty: 3626.333496
	Iteration 6F: 3 clusters Score -8715565 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -8718753.000000 Penalty: 3626.333496
	Iteration 7F: 3 clusters Score -8718753 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -8722168.000000 Penalty: 3626.333496
	Iteration 8F: 3 clusters Score -8722168 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -8724678.000000 Penalty: 3626.333496
	Iteration 9F: 3 clusters Score -8724678 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -8726056.000000 Penalty: 3626.333496
	Iteration 10Q: 3 clusters Score -8726056 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -8726932.000000 Penalty: 3626.333496
	Iteration 11Q: 3 clusters Score -8726932 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -8727446.000000 Penalty: 3626.333496
	Iteration 12Q: 3 clusters Score -8727446 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -8727812.000000 Penalty: 3626.333496
	Iteration 13Q: 3 clusters Score -8727812 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -8728234.000000 Penalty: 3626.333496
	Iteration 14Q: 3 clusters Score -8728234 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -8728571.000000 Penalty: 3626.333496
	Iteration 15Q: 3 clusters Score -8728571 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 56621 members 
Entering Unmasked Estep 
Score: -8728941.000000 Penalty: 3626.333496
	Iteration 16Q: 3 clusters Score -8728941 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -8729282.000000 Penalty: 3626.333496
	Iteration 17Q: 3 clusters Score -8729282 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -8729649.000000 Penalty: 3626.333496
	Iteration 18Q: 3 clusters Score -8729649 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -8730073.000000 Penalty: 3626.333496
	Iteration 19Q: 3 clusters Score -8730073 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -8730475.000000 Penalty: 3626.333496
	Iteration 20F: 3 clusters Score -8730475 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 61995 members 
Entering Unmasked Estep 
Score: -8730998.000000 Penalty: 3626.333496
	Iteration 21Q: 3 clusters Score -8730998 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -8731392.000000 Penalty: 3626.333496
	Iteration 22Q: 3 clusters Score -8731392 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -8731764.000000 Penalty: 3626.333496
	Iteration 23Q: 3 clusters Score -8731764 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -8732063.000000 Penalty: 3626.333496
	Iteration 24Q: 3 clusters Score -8732063 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -8732329.000000 Penalty: 3626.333496
	Iteration 25Q: 3 clusters Score -8732329 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 65926 members 
Entering Unmasked Estep 
Score: -8732538.000000 Penalty: 3626.333496
	Iteration 26Q: 3 clusters Score -8732538 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -8732749.000000 Penalty: 3626.333496
	Iteration 27Q: 3 clusters Score -8732749 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 66879 members 
Entering Unmasked Estep 
Score: -8732879.000000 Penalty: 3626.333496
	Iteration 28Q: 3 clusters Score -8732879 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
Score: -8733027.000000 Penalty: 3626.333496
	Iteration 29Q: 3 clusters Score -8733027 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 67592 members 
Entering Unmasked Estep 
Score: -8733164.000000 Penalty: 3626.333496
	Iteration 30Q: 3 clusters Score -8733164 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 67843 members 
Entering Unmasked Estep 
Score: -8733212.000000 Penalty: 3626.333496
	Iteration 31Q: 3 clusters Score -8733212 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 68055 members 
Entering Unmasked Estep 
Score: -8733264.000000 Penalty: 3626.333496
	Iteration 32Q: 3 clusters Score -8733264 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 68242 members 
Entering Unmasked Estep 
Score: -8733307.000000 Penalty: 3626.333496
	Iteration 33Q: 3 clusters Score -8733307 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 68407 members 
Entering Unmasked Estep 
Score: -8733331.000000 Penalty: 3626.333496
	Iteration 34Q: 3 clusters Score -8733331 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -8733376.000000 Penalty: 3626.333496
	Iteration 35Q: 3 clusters Score -8733376 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
Score: -8733392.000000 Penalty: 3626.333496
	Iteration 36Q: 3 clusters Score -8733392 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -8733437.000000 Penalty: 3626.333496
	Iteration 37Q: 3 clusters Score -8733437 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -8733446.000000 Penalty: 3626.333496
	Iteration 38Q: 3 clusters Score -8733446 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 68894 members 
Entering Unmasked Estep 
Score: -8733470.000000 Penalty: 3626.333496
	Iteration 39Q: 3 clusters Score -8733470 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -8733477.000000 Penalty: 3626.333496
	Iteration 40F: 3 clusters Score -8733477 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -8733493.000000 Penalty: 3626.333496
	Iteration 41Q: 3 clusters Score -8733493 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
Score: -8733501.000000 Penalty: 3626.333496
	Iteration 42Q: 3 clusters Score -8733501 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -8733497.000000 Penalty: 3626.333496
	Iteration 43Q: 3 clusters Score -8733497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -8733483.000000 Penalty: 3626.333496
	Iteration 44Q: 3 clusters Score -8733483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 69158 members 
Entering Unmasked Estep 
Score: -8733491.000000 Penalty: 3626.333496
	Iteration 45Q: 3 clusters Score -8733491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 69182 members 
Entering Unmasked Estep 
Score: -8733498.000000 Penalty: 3626.333496
	Iteration 46Q: 3 clusters Score -8733498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -8733511.000000 Penalty: 3626.333496
	Iteration 47Q: 3 clusters Score -8733511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -8733515.000000 Penalty: 3626.333496
	Iteration 48Q: 3 clusters Score -8733515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -8733514.000000 Penalty: 3626.333496
	Iteration 49Q: 3 clusters Score -8733514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -8733524.000000 Penalty: 3626.333496
	Iteration 50Q: 3 clusters Score -8733524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -8733519.000000 Penalty: 3626.333496
	Iteration 51Q: 3 clusters Score -8733519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 69303 members 
Entering Unmasked Estep 
Score: -8733520.000000 Penalty: 3626.333496
	Iteration 52Q: 3 clusters Score -8733520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -8733522.000000 Penalty: 3626.333496
	Iteration 53Q: 3 clusters Score -8733522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 69323 members 
Entering Unmasked Estep 
Score: -8733524.000000 Penalty: 3626.333496
	Iteration 54Q: 3 clusters Score -8733524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -8733530.000000 Penalty: 3626.333496
	Iteration 55Q: 3 clusters Score -8733530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -8733534.000000 Penalty: 3626.333496
	Iteration 56Q: 3 clusters Score -8733534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -8733541.000000 Penalty: 3626.333496
	Iteration 57Q: 3 clusters Score -8733541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 69373 members 
Entering Unmasked Estep 
Score: -8733549.000000 Penalty: 3626.333496
	Iteration 58Q: 3 clusters Score -8733549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 69382 members 
Entering Unmasked Estep 
Score: -8733541.000000 Penalty: 3626.333496
	Iteration 59Q: 3 clusters Score -8733541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 69389 members 
Entering Unmasked Estep 
Score: -8733551.000000 Penalty: 3626.333496
	Iteration 60F: 3 clusters Score -8733551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 69391 members 
Entering Unmasked Estep 
Score: -8733564.000000 Penalty: 3626.333496
	Iteration 61Q: 3 clusters Score -8733564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 69395 members 
Entering Unmasked Estep 
Score: -8733564.000000 Penalty: 3626.333496
	Iteration 62Q: 3 clusters Score -8733564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -8733562.000000 Penalty: 3626.333496
	Iteration 63Q: 3 clusters Score -8733562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -8733564.000000 Penalty: 3626.333496
	Iteration 64Q: 3 clusters Score -8733564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 69406 members 
Entering Unmasked Estep 
Score: -8733566.000000 Penalty: 3626.333496
	Iteration 65Q: 3 clusters Score -8733566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -8733563.000000 Penalty: 3626.333496
	Iteration 66Q: 3 clusters Score -8733563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 69413 members 
Entering Unmasked Estep 
Score: -8733563.000000 Penalty: 3626.333496
	Iteration 67Q: 3 clusters Score -8733563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -8733565.000000 Penalty: 3626.333496
	Iteration 68Q: 3 clusters Score -8733565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 69427 members 
Entering Unmasked Estep 
Score: -8733562.000000 Penalty: 3626.333496
	Iteration 69Q: 3 clusters Score -8733562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -8733567.000000 Penalty: 3626.333496
	Iteration 70Q: 3 clusters Score -8733567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -8733574.000000 Penalty: 3626.333496
	Iteration 71Q: 3 clusters Score -8733574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 69445 members 
Entering Unmasked Estep 
Score: -8733583.000000 Penalty: 3626.333496
	Iteration 72Q: 3 clusters Score -8733583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -8733589.000000 Penalty: 3626.333496
	Iteration 73Q: 3 clusters Score -8733589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 69457 members 
Entering Unmasked Estep 
Score: -8733586.000000 Penalty: 3626.333496
	Iteration 74Q: 3 clusters Score -8733586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -8733588.000000 Penalty: 3626.333496
	Iteration 75Q: 3 clusters Score -8733588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -8733588.000000 Penalty: 3626.333496
	Iteration 76Q: 3 clusters Score -8733588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
Score: -8733580.000000 Penalty: 3626.333496
	Iteration 77Q: 3 clusters Score -8733580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 69466 members 
Entering Unmasked Estep 
Score: -8733574.000000 Penalty: 3626.333496
	Iteration 78Q: 3 clusters Score -8733574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 69468 members 
Entering Unmasked Estep 
Score: -8733578.000000 Penalty: 3626.333496
	Iteration 79Q: 3 clusters Score -8733578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 69470 members 
Entering Unmasked Estep 
Score: -8733574.000000 Penalty: 3626.333496
	Iteration 80F: 3 clusters Score -8733574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 69474 members 
Entering Unmasked Estep 
Score: -8733571.000000 Penalty: 3626.333496
	Iteration 81Q: 3 clusters Score -8733571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -8733567.000000 Penalty: 3626.333496
	Iteration 82Q: 3 clusters Score -8733567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -8733567.000000 Penalty: 3626.333496
	Iteration 83F: 3 clusters Score -8733567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (61600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61600 members 
Entering Unmasked Estep 
Score: -7668713.500000 Penalty: 1792.117798
	Iteration 0F: 2 clusters Score -7668714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -7628000.000000 Penalty: 3584.235596
	Iteration 0F: 3 clusters Score -7628000 nChanged 29231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -7644438.500000 Penalty: 3584.235596
	Iteration 1F: 3 clusters Score -7644438 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -7644874.500000 Penalty: 3584.235596
	Iteration 2Q: 3 clusters Score -7644874 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -7645332.000000 Penalty: 3584.235596
	Iteration 3Q: 3 clusters Score -7645332 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -7645721.000000 Penalty: 3584.235596
	Iteration 4Q: 3 clusters Score -7645721 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -7646272.500000 Penalty: 3584.235596
	Iteration 5Q: 3 clusters Score -7646272 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -7646745.500000 Penalty: 3584.235596
	Iteration 6Q: 3 clusters Score -7646746 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -7647312.500000 Penalty: 3584.235596
	Iteration 7Q: 3 clusters Score -7647312 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -7648142.000000 Penalty: 3584.235596
	Iteration 8Q: 3 clusters Score -7648142 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -7649236.000000 Penalty: 3584.235596
	Iteration 9Q: 3 clusters Score -7649236 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -7650879.000000 Penalty: 3584.235596
	Iteration 10Q: 3 clusters Score -7650879 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -7653224.500000 Penalty: 3584.235596
	Iteration 11Q: 3 clusters Score -7653224 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -7656002.500000 Penalty: 3584.235596
	Iteration 12F: 3 clusters Score -7656002 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -7657879.500000 Penalty: 3584.235596
	Iteration 13Q: 3 clusters Score -7657880 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -7658801.500000 Penalty: 3584.235596
	Iteration 14Q: 3 clusters Score -7658802 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -7659279.000000 Penalty: 3584.235596
	Iteration 15Q: 3 clusters Score -7659279 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -7659669.500000 Penalty: 3584.235596
	Iteration 16Q: 3 clusters Score -7659670 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -7660043.000000 Penalty: 3584.235596
	Iteration 17Q: 3 clusters Score -7660043 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -7660339.000000 Penalty: 3584.235596
	Iteration 18Q: 3 clusters Score -7660339 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -7660720.500000 Penalty: 3584.235596
	Iteration 19Q: 3 clusters Score -7660720 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -7661031.000000 Penalty: 3584.235596
	Iteration 20F: 3 clusters Score -7661031 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -7661394.500000 Penalty: 3584.235596
	Iteration 21Q: 3 clusters Score -7661394 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -7661763.500000 Penalty: 3584.235596
	Iteration 22Q: 3 clusters Score -7661764 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -7662082.500000 Penalty: 3584.235596
	Iteration 23Q: 3 clusters Score -7662082 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -7662433.000000 Penalty: 3584.235596
	Iteration 24Q: 3 clusters Score -7662433 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -7662814.500000 Penalty: 3584.235596
	Iteration 25Q: 3 clusters Score -7662814 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -7663107.000000 Penalty: 3584.235596
	Iteration 26Q: 3 clusters Score -7663107 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -7663403.000000 Penalty: 3584.235596
	Iteration 27Q: 3 clusters Score -7663403 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -7663664.500000 Penalty: 3584.235596
	Iteration 28Q: 3 clusters Score -7663664 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -7663979.000000 Penalty: 3584.235596
	Iteration 29Q: 3 clusters Score -7663979 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -7664231.500000 Penalty: 3584.235596
	Iteration 30Q: 3 clusters Score -7664232 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -7664493.000000 Penalty: 3584.235596
	Iteration 31Q: 3 clusters Score -7664493 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -7664767.000000 Penalty: 3584.235596
	Iteration 32Q: 3 clusters Score -7664767 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -7665001.500000 Penalty: 3584.235596
	Iteration 33Q: 3 clusters Score -7665002 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -7665229.500000 Penalty: 3584.235596
	Iteration 34Q: 3 clusters Score -7665230 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -7665401.000000 Penalty: 3584.235596
	Iteration 35Q: 3 clusters Score -7665401 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -7665591.000000 Penalty: 3584.235596
	Iteration 36Q: 3 clusters Score -7665591 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 58141 members 
Entering Unmasked Estep 
Score: -7665719.500000 Penalty: 3584.235596
	Iteration 37Q: 3 clusters Score -7665720 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 58484 members 
Entering Unmasked Estep 
Score: -7665869.500000 Penalty: 3584.235596
	Iteration 38Q: 3 clusters Score -7665870 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -7666036.500000 Penalty: 3584.235596
	Iteration 39Q: 3 clusters Score -7666036 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 59139 members 
Entering Unmasked Estep 
Score: -7666187.000000 Penalty: 3584.235596
	Iteration 40F: 3 clusters Score -7666187 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -7666283.000000 Penalty: 3584.235596
	Iteration 41Q: 3 clusters Score -7666283 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -7666400.000000 Penalty: 3584.235596
	Iteration 42Q: 3 clusters Score -7666400 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -7666508.000000 Penalty: 3584.235596
	Iteration 43Q: 3 clusters Score -7666508 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -7666626.500000 Penalty: 3584.235596
	Iteration 44Q: 3 clusters Score -7666626 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 60310 members 
Entering Unmasked Estep 
Score: -7666733.000000 Penalty: 3584.235596
	Iteration 45Q: 3 clusters Score -7666733 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 60455 members 
Entering Unmasked Estep 
Score: -7666801.500000 Penalty: 3584.235596
	Iteration 46Q: 3 clusters Score -7666802 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -7666835.500000 Penalty: 3584.235596
	Iteration 47Q: 3 clusters Score -7666836 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 60667 members 
Entering Unmasked Estep 
Score: -7666889.500000 Penalty: 3584.235596
	Iteration 48Q: 3 clusters Score -7666890 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -7666944.000000 Penalty: 3584.235596
	Iteration 49Q: 3 clusters Score -7666944 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -7666977.000000 Penalty: 3584.235596
	Iteration 50Q: 3 clusters Score -7666977 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -7667003.000000 Penalty: 3584.235596
	Iteration 51Q: 3 clusters Score -7667003 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -7667018.000000 Penalty: 3584.235596
	Iteration 52Q: 3 clusters Score -7667018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -7667034.500000 Penalty: 3584.235596
	Iteration 53Q: 3 clusters Score -7667034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -7667048.500000 Penalty: 3584.235596
	Iteration 54Q: 3 clusters Score -7667048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -7667067.000000 Penalty: 3584.235596
	Iteration 55Q: 3 clusters Score -7667067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 61008 members 
Entering Unmasked Estep 
Score: -7667074.000000 Penalty: 3584.235596
	Iteration 56Q: 3 clusters Score -7667074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 61024 members 
Entering Unmasked Estep 
Score: -7667083.000000 Penalty: 3584.235596
	Iteration 57Q: 3 clusters Score -7667083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -7667092.000000 Penalty: 3584.235596
	Iteration 58Q: 3 clusters Score -7667092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 61051 members 
Entering Unmasked Estep 
Score: -7667096.500000 Penalty: 3584.235596
	Iteration 59Q: 3 clusters Score -7667096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 61061 members 
Entering Unmasked Estep 
Score: -7667109.500000 Penalty: 3584.235596
	Iteration 60F: 3 clusters Score -7667110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -7667116.500000 Penalty: 3584.235596
	Iteration 61Q: 3 clusters Score -7667116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -7667129.000000 Penalty: 3584.235596
	Iteration 62Q: 3 clusters Score -7667129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 61093 members 
Entering Unmasked Estep 
Score: -7667139.500000 Penalty: 3584.235596
	Iteration 63Q: 3 clusters Score -7667140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -7667141.500000 Penalty: 3584.235596
	Iteration 64Q: 3 clusters Score -7667142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
Score: -7667146.000000 Penalty: 3584.235596
	Iteration 65Q: 3 clusters Score -7667146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -7667147.000000 Penalty: 3584.235596
	Iteration 66Q: 3 clusters Score -7667147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
Score: -7667154.000000 Penalty: 3584.235596
	Iteration 67Q: 3 clusters Score -7667154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -7667147.000000 Penalty: 3584.235596
	Iteration 68Q: 3 clusters Score -7667147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -7667151.500000 Penalty: 3584.235596
	Iteration 69Q: 3 clusters Score -7667152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -7667150.000000 Penalty: 3584.235596
	Iteration 70Q: 3 clusters Score -7667150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 61123 members 
Entering Unmasked Estep 
Score: -7667154.500000 Penalty: 3584.235596
	Iteration 71Q: 3 clusters Score -7667154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -7667151.500000 Penalty: 3584.235596
	Iteration 72Q: 3 clusters Score -7667152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -7667155.500000 Penalty: 3584.235596
	Iteration 73Q: 3 clusters Score -7667156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -7667156.500000 Penalty: 3584.235596
	Iteration 74Q: 3 clusters Score -7667156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -7667156.500000 Penalty: 3584.235596
	Iteration 75F: 3 clusters Score -7667156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Entering Unmasked Estep 
Score: -4748463.500000 Penalty: 1714.309326
	Iteration 0F: 2 clusters Score -4748464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -4722790.000000 Penalty: 3428.618652
	Iteration 0F: 3 clusters Score -4722790 nChanged 17745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -4732738.500000 Penalty: 3428.618652
	Iteration 1F: 3 clusters Score -4732738 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -4733289.500000 Penalty: 3428.618652
	Iteration 2Q: 3 clusters Score -4733290 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -4733915.500000 Penalty: 3428.618652
	Iteration 3Q: 3 clusters Score -4733916 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -4734749.500000 Penalty: 3428.618652
	Iteration 4Q: 3 clusters Score -4734750 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -4735810.000000 Penalty: 3428.618652
	Iteration 5Q: 3 clusters Score -4735810 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -4737348.000000 Penalty: 3428.618652
	Iteration 6F: 3 clusters Score -4737348 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -4739105.500000 Penalty: 3428.618652
	Iteration 7F: 3 clusters Score -4739106 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -4740669.500000 Penalty: 3428.618652
	Iteration 8F: 3 clusters Score -4740670 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -4741879.000000 Penalty: 3428.618652
	Iteration 9Q: 3 clusters Score -4741879 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -4742617.000000 Penalty: 3428.618652
	Iteration 10Q: 3 clusters Score -4742617 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -4743097.500000 Penalty: 3428.618652
	Iteration 11Q: 3 clusters Score -4743098 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -4743445.500000 Penalty: 3428.618652
	Iteration 12Q: 3 clusters Score -4743446 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -4743737.000000 Penalty: 3428.618652
	Iteration 13Q: 3 clusters Score -4743737 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -4743991.000000 Penalty: 3428.618652
	Iteration 14Q: 3 clusters Score -4743991 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -4744234.500000 Penalty: 3428.618652
	Iteration 15Q: 3 clusters Score -4744234 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -4744467.500000 Penalty: 3428.618652
	Iteration 16Q: 3 clusters Score -4744468 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -4744732.000000 Penalty: 3428.618652
	Iteration 17Q: 3 clusters Score -4744732 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -4744964.500000 Penalty: 3428.618652
	Iteration 18Q: 3 clusters Score -4744964 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -4745175.000000 Penalty: 3428.618652
	Iteration 19Q: 3 clusters Score -4745175 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -4745369.500000 Penalty: 3428.618652
	Iteration 20F: 3 clusters Score -4745370 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -4745599.000000 Penalty: 3428.618652
	Iteration 21Q: 3 clusters Score -4745599 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -4745779.500000 Penalty: 3428.618652
	Iteration 22Q: 3 clusters Score -4745780 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -4745958.000000 Penalty: 3428.618652
	Iteration 23Q: 3 clusters Score -4745958 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -4746107.500000 Penalty: 3428.618652
	Iteration 24Q: 3 clusters Score -4746108 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -4746233.500000 Penalty: 3428.618652
	Iteration 25Q: 3 clusters Score -4746234 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -4746353.000000 Penalty: 3428.618652
	Iteration 26Q: 3 clusters Score -4746353 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -4746421.000000 Penalty: 3428.618652
	Iteration 27Q: 3 clusters Score -4746421 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -4746505.500000 Penalty: 3428.618652
	Iteration 28Q: 3 clusters Score -4746506 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -4746564.500000 Penalty: 3428.618652
	Iteration 29Q: 3 clusters Score -4746564 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -4746630.500000 Penalty: 3428.618652
	Iteration 30Q: 3 clusters Score -4746630 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -4746709.500000 Penalty: 3428.618652
	Iteration 31Q: 3 clusters Score -4746710 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -4746796.500000 Penalty: 3428.618652
	Iteration 32Q: 3 clusters Score -4746796 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -4746839.000000 Penalty: 3428.618652
	Iteration 33Q: 3 clusters Score -4746839 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -4746879.000000 Penalty: 3428.618652
	Iteration 34Q: 3 clusters Score -4746879 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -4746898.500000 Penalty: 3428.618652
	Iteration 35Q: 3 clusters Score -4746898 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -4746931.000000 Penalty: 3428.618652
	Iteration 36Q: 3 clusters Score -4746931 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -4746943.500000 Penalty: 3428.618652
	Iteration 37Q: 3 clusters Score -4746944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -4746952.000000 Penalty: 3428.618652
	Iteration 38Q: 3 clusters Score -4746952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -4746961.000000 Penalty: 3428.618652
	Iteration 39Q: 3 clusters Score -4746961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -4746967.000000 Penalty: 3428.618652
	Iteration 40F: 3 clusters Score -4746967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -4746973.000000 Penalty: 3428.618652
	Iteration 41Q: 3 clusters Score -4746973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -4746983.500000 Penalty: 3428.618652
	Iteration 42Q: 3 clusters Score -4746984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -4746990.000000 Penalty: 3428.618652
	Iteration 43Q: 3 clusters Score -4746990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -4746999.000000 Penalty: 3428.618652
	Iteration 44Q: 3 clusters Score -4746999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -4747003.500000 Penalty: 3428.618652
	Iteration 45Q: 3 clusters Score -4747004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4747008.000000 Penalty: 3428.618652
	Iteration 46Q: 3 clusters Score -4747008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -4747013.500000 Penalty: 3428.618652
	Iteration 47Q: 3 clusters Score -4747014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -4747017.000000 Penalty: 3428.618652
	Iteration 48Q: 3 clusters Score -4747017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -4747020.000000 Penalty: 3428.618652
	Iteration 49Q: 3 clusters Score -4747020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -4747029.000000 Penalty: 3428.618652
	Iteration 50Q: 3 clusters Score -4747029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -4747032.500000 Penalty: 3428.618652
	Iteration 51Q: 3 clusters Score -4747032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -4747040.000000 Penalty: 3428.618652
	Iteration 52Q: 3 clusters Score -4747040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -4747043.000000 Penalty: 3428.618652
	Iteration 53Q: 3 clusters Score -4747043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -4747041.500000 Penalty: 3428.618652
	Iteration 54Q: 3 clusters Score -4747042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -4747044.500000 Penalty: 3428.618652
	Iteration 55Q: 3 clusters Score -4747044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -4747047.000000 Penalty: 3428.618652
	Iteration 56Q: 3 clusters Score -4747047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -4747044.500000 Penalty: 3428.618652
	Iteration 57Q: 3 clusters Score -4747044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -4747044.500000 Penalty: 3428.618652
	Iteration 58F: 3 clusters Score -4747044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Entering Unmasked Estep 
Score: -468794.218750 Penalty: 1334.850586
	Iteration 0F: 2 clusters Score -468794.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -465630.843750 Penalty: 2669.701172
	Iteration 0F: 3 clusters Score -465630.8 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -466436.937500 Penalty: 2669.701172
	Iteration 1F: 3 clusters Score -466436.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -466574.937500 Penalty: 2669.701172
	Iteration 2F: 3 clusters Score -466574.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -466673.218750 Penalty: 2669.701172
	Iteration 3F: 3 clusters Score -466673.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -466735.843750 Penalty: 2669.701172
	Iteration 4Q: 3 clusters Score -466735.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -466778.937500 Penalty: 2669.701172
	Iteration 5Q: 3 clusters Score -466778.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -466801.593750 Penalty: 2669.701172
	Iteration 6Q: 3 clusters Score -466801.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -466813.843750 Penalty: 2669.701172
	Iteration 7Q: 3 clusters Score -466813.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -466823.406250 Penalty: 2669.701172
	Iteration 8Q: 3 clusters Score -466823.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -466832.093750 Penalty: 2669.701172
	Iteration 9Q: 3 clusters Score -466832.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -466838.406250 Penalty: 2669.701172
	Iteration 10Q: 3 clusters Score -466838.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -466840.937500 Penalty: 2669.701172
	Iteration 11Q: 3 clusters Score -466840.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -466842.593750 Penalty: 2669.701172
	Iteration 12Q: 3 clusters Score -466842.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -466846.500000 Penalty: 2669.701172
	Iteration 13Q: 3 clusters Score -466846.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -466851.312500 Penalty: 2669.701172
	Iteration 14Q: 3 clusters Score -466851.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -466856.062500 Penalty: 2669.701172
	Iteration 15Q: 3 clusters Score -466856.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -466858.843750 Penalty: 2669.701172
	Iteration 16Q: 3 clusters Score -466858.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -466862.906250 Penalty: 2669.701172
	Iteration 17Q: 3 clusters Score -466862.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -466870.968750 Penalty: 2669.701172
	Iteration 18Q: 3 clusters Score -466871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -466877.718750 Penalty: 2669.701172
	Iteration 19Q: 3 clusters Score -466877.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -466882.125000 Penalty: 2669.701172
	Iteration 20F: 3 clusters Score -466882.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -466887.343750 Penalty: 2669.701172
	Iteration 21Q: 3 clusters Score -466887.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -466893.843750 Penalty: 2669.701172
	Iteration 22Q: 3 clusters Score -466893.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -466898.656250 Penalty: 2669.701172
	Iteration 23Q: 3 clusters Score -466898.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -466902.062500 Penalty: 2669.701172
	Iteration 24Q: 3 clusters Score -466902.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -466905.437500 Penalty: 2669.701172
	Iteration 25Q: 3 clusters Score -466905.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -466908.968750 Penalty: 2669.701172
	Iteration 26Q: 3 clusters Score -466909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -466911.906250 Penalty: 2669.701172
	Iteration 27Q: 3 clusters Score -466911.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -466912.687500 Penalty: 2669.701172
	Iteration 28Q: 3 clusters Score -466912.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -466914.312500 Penalty: 2669.701172
	Iteration 29Q: 3 clusters Score -466914.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -466915.468750 Penalty: 2669.701172
	Iteration 30Q: 3 clusters Score -466915.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -466917.062500 Penalty: 2669.701172
	Iteration 31Q: 3 clusters Score -466917.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -466918.406250 Penalty: 2669.701172
	Iteration 32Q: 3 clusters Score -466918.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -466919.906250 Penalty: 2669.701172
	Iteration 33Q: 3 clusters Score -466919.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -466923.843750 Penalty: 2669.701172
	Iteration 34Q: 3 clusters Score -466923.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -466926.843750 Penalty: 2669.701172
	Iteration 35Q: 3 clusters Score -466926.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -466929.437500 Penalty: 2669.701172
	Iteration 36Q: 3 clusters Score -466929.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -466932.218750 Penalty: 2669.701172
	Iteration 37Q: 3 clusters Score -466932.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -466932.781250 Penalty: 2669.701172
	Iteration 38Q: 3 clusters Score -466932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -466933.031250 Penalty: 2669.701172
	Iteration 39Q: 3 clusters Score -466933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -466934.312500 Penalty: 2669.701172
	Iteration 40F: 3 clusters Score -466934.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -466935.437500 Penalty: 2669.701172
	Iteration 41Q: 3 clusters Score -466935.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -466936.062500 Penalty: 2669.701172
	Iteration 42Q: 3 clusters Score -466936.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -466937.593750 Penalty: 2669.701172
	Iteration 43Q: 3 clusters Score -466937.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -466939.843750 Penalty: 2669.701172
	Iteration 44Q: 3 clusters Score -466939.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -466941.312500 Penalty: 2669.701172
	Iteration 45Q: 3 clusters Score -466941.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -466941.000000 Penalty: 2669.701172
	Iteration 46Q: 3 clusters Score -466941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -466941.531250 Penalty: 2669.701172
	Iteration 47Q: 3 clusters Score -466941.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -466941.531250 Penalty: 2669.701172
	Iteration 48F: 3 clusters Score -466941.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94823 members 
Entering Unmasked Estep 
Score: -11726404.000000 Penalty: 1862.212158
	Iteration 0F: 2 clusters Score -1.17264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -11664733.000000 Penalty: 3724.424316
	Iteration 0F: 3 clusters Score -1.166473e+07 nChanged 45225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -11691198.000000 Penalty: 3724.424316
	Iteration 1F: 3 clusters Score -1.16912e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -11692101.000000 Penalty: 3724.424316
	Iteration 2Q: 3 clusters Score -1.16921e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -11693597.000000 Penalty: 3724.424316
	Iteration 3Q: 3 clusters Score -1.16936e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -11696007.000000 Penalty: 3724.424316
	Iteration 4F: 3 clusters Score -1.169601e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -11699895.000000 Penalty: 3724.424316
	Iteration 5F: 3 clusters Score -1.16999e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -11705968.000000 Penalty: 3724.424316
	Iteration 6F: 3 clusters Score -1.170597e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 82342 members 
Entering Unmasked Estep 
Score: -11712264.000000 Penalty: 3724.424316
	Iteration 7F: 3 clusters Score -1.171226e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 87757 members 
Entering Unmasked Estep 
Score: -11717266.000000 Penalty: 3724.424316
	Iteration 8F: 3 clusters Score -1.171727e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -11721363.000000 Penalty: 3724.424316
	Iteration 9Q: 3 clusters Score -1.172136e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 92986 members 
Entering Unmasked Estep 
Score: -11723432.000000 Penalty: 3724.424316
	Iteration 10Q: 3 clusters Score -1.172343e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 93959 members 
Entering Unmasked Estep 
Score: -11724167.000000 Penalty: 3724.424316
	Iteration 11Q: 3 clusters Score -1.172417e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 94388 members 
Entering Unmasked Estep 
Score: -11724465.000000 Penalty: 3724.424316
	Iteration 12Q: 3 clusters Score -1.172446e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -11724613.000000 Penalty: 3724.424316
	Iteration 13Q: 3 clusters Score -1.172461e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 94615 members 
Entering Unmasked Estep 
Score: -11724656.000000 Penalty: 3724.424316
	Iteration 14Q: 3 clusters Score -1.172466e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 94645 members 
Entering Unmasked Estep 
Score: -11724705.000000 Penalty: 3724.424316
	Iteration 15Q: 3 clusters Score -1.17247e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -11724740.000000 Penalty: 3724.424316
	Iteration 16Q: 3 clusters Score -1.172474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 94674 members 
Entering Unmasked Estep 
Score: -11724755.000000 Penalty: 3724.424316
	Iteration 17Q: 3 clusters Score -1.172476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 94678 members 
Entering Unmasked Estep 
Score: -11724759.000000 Penalty: 3724.424316
	Iteration 18Q: 3 clusters Score -1.172476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 94681 members 
Entering Unmasked Estep 
Score: -11724762.000000 Penalty: 3724.424316
	Iteration 19Q: 3 clusters Score -1.172476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -11724764.000000 Penalty: 3724.424316
	Iteration 20F: 3 clusters Score -1.172476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Entering Unmasked Estep 
Score: -871918.937500 Penalty: 1440.590210
	Iteration 0F: 2 clusters Score -871918.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -866620.500000 Penalty: 2881.180420
	Iteration 0F: 3 clusters Score -866620.5 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -868226.937500 Penalty: 2881.180420
	Iteration 1F: 3 clusters Score -868226.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -868419.062500 Penalty: 2881.180420
	Iteration 2F: 3 clusters Score -868419.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -868566.937500 Penalty: 2881.180420
	Iteration 3Q: 3 clusters Score -868566.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -868686.875000 Penalty: 2881.180420
	Iteration 4Q: 3 clusters Score -868686.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -868809.562500 Penalty: 2881.180420
	Iteration 5Q: 3 clusters Score -868809.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -868916.437500 Penalty: 2881.180420
	Iteration 6Q: 3 clusters Score -868916.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -869031.250000 Penalty: 2881.180420
	Iteration 7Q: 3 clusters Score -869031.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -869150.500000 Penalty: 2881.180420
	Iteration 8Q: 3 clusters Score -869150.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -869284.250000 Penalty: 2881.180420
	Iteration 9Q: 3 clusters Score -869284.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -869434.375000 Penalty: 2881.180420
	Iteration 10Q: 3 clusters Score -869434.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -869611.625000 Penalty: 2881.180420
	Iteration 11Q: 3 clusters Score -869611.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -869791.562500 Penalty: 2881.180420
	Iteration 12Q: 3 clusters Score -869791.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -869968.187500 Penalty: 2881.180420
	Iteration 13Q: 3 clusters Score -869968.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -870145.937500 Penalty: 2881.180420
	Iteration 14Q: 3 clusters Score -870145.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -870305.812500 Penalty: 2881.180420
	Iteration 15Q: 3 clusters Score -870305.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -870430.875000 Penalty: 2881.180420
	Iteration 16Q: 3 clusters Score -870430.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -870510.500000 Penalty: 2881.180420
	Iteration 17Q: 3 clusters Score -870510.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -870562.687500 Penalty: 2881.180420
	Iteration 18Q: 3 clusters Score -870562.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -870594.312500 Penalty: 2881.180420
	Iteration 19Q: 3 clusters Score -870594.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -870626.437500 Penalty: 2881.180420
	Iteration 20F: 3 clusters Score -870626.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -870644.312500 Penalty: 2881.180420
	Iteration 21Q: 3 clusters Score -870644.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -870653.812500 Penalty: 2881.180420
	Iteration 22Q: 3 clusters Score -870653.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -870669.625000 Penalty: 2881.180420
	Iteration 23Q: 3 clusters Score -870669.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -870679.375000 Penalty: 2881.180420
	Iteration 24Q: 3 clusters Score -870679.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -870681.937500 Penalty: 2881.180420
	Iteration 25Q: 3 clusters Score -870681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -870682.750000 Penalty: 2881.180420
	Iteration 26Q: 3 clusters Score -870682.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -870682.750000 Penalty: 2881.180420
	Iteration 27F: 3 clusters Score -870682.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Entering Unmasked Estep 
Score: -363960.687500 Penalty: 1296.753784
	Iteration 0F: 2 clusters Score -363960.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -361311.687500 Penalty: 2593.507568
	Iteration 0F: 3 clusters Score -361311.7 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -361885.562500 Penalty: 2593.507568
	Iteration 1F: 3 clusters Score -361885.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -362019.875000 Penalty: 2593.507568
	Iteration 2F: 3 clusters Score -362019.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -362096.093750 Penalty: 2593.507568
	Iteration 3F: 3 clusters Score -362096.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -362162.156250 Penalty: 2593.507568
	Iteration 4Q: 3 clusters Score -362162.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -362215.937500 Penalty: 2593.507568
	Iteration 5Q: 3 clusters Score -362215.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -362272.812500 Penalty: 2593.507568
	Iteration 6Q: 3 clusters Score -362272.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -362315.656250 Penalty: 2593.507568
	Iteration 7Q: 3 clusters Score -362315.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -362354.250000 Penalty: 2593.507568
	Iteration 8Q: 3 clusters Score -362354.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -362386.781250 Penalty: 2593.507568
	Iteration 9Q: 3 clusters Score -362386.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -362413.156250 Penalty: 2593.507568
	Iteration 10Q: 3 clusters Score -362413.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -362439.468750 Penalty: 2593.507568
	Iteration 11Q: 3 clusters Score -362439.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -362470.062500 Penalty: 2593.507568
	Iteration 12Q: 3 clusters Score -362470.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -362493.781250 Penalty: 2593.507568
	Iteration 13Q: 3 clusters Score -362493.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -362524.375000 Penalty: 2593.507568
	Iteration 14Q: 3 clusters Score -362524.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -362560.343750 Penalty: 2593.507568
	Iteration 15Q: 3 clusters Score -362560.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -362596.593750 Penalty: 2593.507568
	Iteration 16Q: 3 clusters Score -362596.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -362631.500000 Penalty: 2593.507568
	Iteration 17Q: 3 clusters Score -362631.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -362656.500000 Penalty: 2593.507568
	Iteration 18Q: 3 clusters Score -362656.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -362682.937500 Penalty: 2593.507568
	Iteration 19Q: 3 clusters Score -362682.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -362705.093750 Penalty: 2593.507568
	Iteration 20F: 3 clusters Score -362705.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -362723.343750 Penalty: 2593.507568
	Iteration 21Q: 3 clusters Score -362723.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -362744.375000 Penalty: 2593.507568
	Iteration 22Q: 3 clusters Score -362744.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -362772.625000 Penalty: 2593.507568
	Iteration 23Q: 3 clusters Score -362772.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -362800.125000 Penalty: 2593.507568
	Iteration 24Q: 3 clusters Score -362800.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -362826.875000 Penalty: 2593.507568
	Iteration 25Q: 3 clusters Score -362826.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -362847.562500 Penalty: 2593.507568
	Iteration 26Q: 3 clusters Score -362847.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -362863.406250 Penalty: 2593.507568
	Iteration 27Q: 3 clusters Score -362863.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -362874.781250 Penalty: 2593.507568
	Iteration 28Q: 3 clusters Score -362874.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -362888.156250 Penalty: 2593.507568
	Iteration 29Q: 3 clusters Score -362888.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -362904.468750 Penalty: 2593.507568
	Iteration 30Q: 3 clusters Score -362904.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -362915.562500 Penalty: 2593.507568
	Iteration 31Q: 3 clusters Score -362915.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -362920.156250 Penalty: 2593.507568
	Iteration 32Q: 3 clusters Score -362920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -362921.875000 Penalty: 2593.507568
	Iteration 33Q: 3 clusters Score -362921.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -362925.281250 Penalty: 2593.507568
	Iteration 34Q: 3 clusters Score -362925.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -362926.625000 Penalty: 2593.507568
	Iteration 35Q: 3 clusters Score -362926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -362927.156250 Penalty: 2593.507568
	Iteration 36Q: 3 clusters Score -362927.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -362928.031250 Penalty: 2593.507568
	Iteration 37Q: 3 clusters Score -362928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -362928.625000 Penalty: 2593.507568
	Iteration 38Q: 3 clusters Score -362928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -362928.781250 Penalty: 2593.507568
	Iteration 39Q: 3 clusters Score -362928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -362928.781250 Penalty: 2593.507568
	Iteration 40F: 3 clusters Score -362928.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -286974.156250 Penalty: 1271.082153
	Iteration 0F: 2 clusters Score -286974.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -284609.000000 Penalty: 2542.164307
	Iteration 0F: 3 clusters Score -284609 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -285174.281250 Penalty: 2542.164307
	Iteration 1F: 3 clusters Score -285174.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -285332.156250 Penalty: 2542.164307
	Iteration 2F: 3 clusters Score -285332.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -285479.906250 Penalty: 2542.164307
	Iteration 3F: 3 clusters Score -285479.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -285721.625000 Penalty: 2542.164307
	Iteration 4F: 3 clusters Score -285721.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -286063.500000 Penalty: 2542.164307
	Iteration 5F: 3 clusters Score -286063.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -286400.312500 Penalty: 2542.164307
	Iteration 6F: 3 clusters Score -286400.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -286667.406250 Penalty: 2542.164307
	Iteration 7F: 3 clusters Score -286667.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -286795.281250 Penalty: 2542.164307
	Iteration 8F: 3 clusters Score -286795.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -286864.250000 Penalty: 2542.164307
	Iteration 9Q: 3 clusters Score -286864.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -286901.500000 Penalty: 2542.164307
	Iteration 10Q: 3 clusters Score -286901.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -286920.593750 Penalty: 2542.164307
	Iteration 11Q: 3 clusters Score -286920.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -286928.250000 Penalty: 2542.164307
	Iteration 12Q: 3 clusters Score -286928.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -286931.500000 Penalty: 2542.164307
	Iteration 13Q: 3 clusters Score -286931.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -286934.750000 Penalty: 2542.164307
	Iteration 14Q: 3 clusters Score -286934.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -286937.031250 Penalty: 2542.164307
	Iteration 15Q: 3 clusters Score -286937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -286939.937500 Penalty: 2542.164307
	Iteration 16Q: 3 clusters Score -286939.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -286944.281250 Penalty: 2542.164307
	Iteration 17Q: 3 clusters Score -286944.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -286949.875000 Penalty: 2542.164307
	Iteration 18Q: 3 clusters Score -286949.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -286952.843750 Penalty: 2542.164307
	Iteration 19Q: 3 clusters Score -286952.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -286954.187500 Penalty: 2542.164307
	Iteration 20F: 3 clusters Score -286954.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -286956.156250 Penalty: 2542.164307
	Iteration 21Q: 3 clusters Score -286956.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -286957.343750 Penalty: 2542.164307
	Iteration 22Q: 3 clusters Score -286957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -286958.281250 Penalty: 2542.164307
	Iteration 23Q: 3 clusters Score -286958.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -286958.281250 Penalty: 2542.164307
	Iteration 24F: 3 clusters Score -286958.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -109462.984375 Penalty: 1109.313599
	Iteration 0F: 2 clusters Score -109463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -108077.789062 Penalty: 2218.627197
	Iteration 0F: 3 clusters Score -108077.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -108280.335938 Penalty: 2218.627197
	Iteration 1F: 3 clusters Score -108280.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -108344.437500 Penalty: 2218.627197
	Iteration 2F: 3 clusters Score -108344.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -108391.125000 Penalty: 2218.627197
	Iteration 3Q: 3 clusters Score -108391.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -108437.585938 Penalty: 2218.627197
	Iteration 4Q: 3 clusters Score -108437.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -108496.406250 Penalty: 2218.627197
	Iteration 5Q: 3 clusters Score -108496.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -108561.531250 Penalty: 2218.627197
	Iteration 6Q: 3 clusters Score -108561.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -108657.578125 Penalty: 2218.627197
	Iteration 7Q: 3 clusters Score -108657.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -108748.960938 Penalty: 2218.627197
	Iteration 8Q: 3 clusters Score -108749 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -108851.507812 Penalty: 2218.627197
	Iteration 9Q: 3 clusters Score -108851.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -108947.398438 Penalty: 2218.627197
	Iteration 10Q: 3 clusters Score -108947.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -109003.781250 Penalty: 2218.627197
	Iteration 11Q: 3 clusters Score -109003.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -109077.375000 Penalty: 2218.627197
	Iteration 12Q: 3 clusters Score -109077.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -109152.000000 Penalty: 2218.627197
	Iteration 13Q: 3 clusters Score -109152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -109227.031250 Penalty: 2218.627197
	Iteration 14Q: 3 clusters Score -109227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -109254.265625 Penalty: 2218.627197
	Iteration 15Q: 3 clusters Score -109254.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -109268.343750 Penalty: 2218.627197
	Iteration 16Q: 3 clusters Score -109268.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -109273.632812 Penalty: 2218.627197
	Iteration 17Q: 3 clusters Score -109273.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -109273.632812 Penalty: 2218.627197
	Iteration 18F: 3 clusters Score -109273.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Entering Unmasked Estep 
Score: -2632486.750000 Penalty: 1624.508911
	Iteration 0F: 2 clusters Score -2632487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2617495.000000 Penalty: 3249.017822
	Iteration 0F: 3 clusters Score -2617495 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2623020.250000 Penalty: 3249.017822
	Iteration 1F: 3 clusters Score -2623020 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2623411.500000 Penalty: 3249.017822
	Iteration 2Q: 3 clusters Score -2623412 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2623852.000000 Penalty: 3249.017822
	Iteration 3Q: 3 clusters Score -2623852 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2624311.250000 Penalty: 3249.017822
	Iteration 4Q: 3 clusters Score -2624311 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2624866.000000 Penalty: 3249.017822
	Iteration 5Q: 3 clusters Score -2624866 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2625562.250000 Penalty: 3249.017822
	Iteration 6Q: 3 clusters Score -2625562 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2626253.250000 Penalty: 3249.017822
	Iteration 7Q: 3 clusters Score -2626253 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2626876.500000 Penalty: 3249.017822
	Iteration 8Q: 3 clusters Score -2626876 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2627465.250000 Penalty: 3249.017822
	Iteration 9Q: 3 clusters Score -2627465 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2628083.000000 Penalty: 3249.017822
	Iteration 10Q: 3 clusters Score -2628083 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2628639.750000 Penalty: 3249.017822
	Iteration 11Q: 3 clusters Score -2628640 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2629109.750000 Penalty: 3249.017822
	Iteration 12Q: 3 clusters Score -2629110 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2629447.000000 Penalty: 3249.017822
	Iteration 13Q: 3 clusters Score -2629447 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2629727.500000 Penalty: 3249.017822
	Iteration 14Q: 3 clusters Score -2629728 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2629999.500000 Penalty: 3249.017822
	Iteration 15Q: 3 clusters Score -2630000 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2630225.000000 Penalty: 3249.017822
	Iteration 16Q: 3 clusters Score -2630225 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2630411.750000 Penalty: 3249.017822
	Iteration 17Q: 3 clusters Score -2630412 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2630548.250000 Penalty: 3249.017822
	Iteration 18Q: 3 clusters Score -2630548 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2630660.750000 Penalty: 3249.017822
	Iteration 19Q: 3 clusters Score -2630661 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2630743.750000 Penalty: 3249.017822
	Iteration 20F: 3 clusters Score -2630744 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2630813.250000 Penalty: 3249.017822
	Iteration 21Q: 3 clusters Score -2630813 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2630882.500000 Penalty: 3249.017822
	Iteration 22Q: 3 clusters Score -2630882 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2630931.250000 Penalty: 3249.017822
	Iteration 23Q: 3 clusters Score -2630931 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2630970.750000 Penalty: 3249.017822
	Iteration 24Q: 3 clusters Score -2630971 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2630993.250000 Penalty: 3249.017822
	Iteration 25Q: 3 clusters Score -2630993 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2631015.500000 Penalty: 3249.017822
	Iteration 26Q: 3 clusters Score -2631016 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2631041.000000 Penalty: 3249.017822
	Iteration 27Q: 3 clusters Score -2631041 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -2631060.250000 Penalty: 3249.017822
	Iteration 28Q: 3 clusters Score -2631060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2631077.750000 Penalty: 3249.017822
	Iteration 29Q: 3 clusters Score -2631078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2631090.000000 Penalty: 3249.017822
	Iteration 30Q: 3 clusters Score -2631090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2631096.000000 Penalty: 3249.017822
	Iteration 31Q: 3 clusters Score -2631096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2631109.000000 Penalty: 3249.017822
	Iteration 32Q: 3 clusters Score -2631109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -2631112.500000 Penalty: 3249.017822
	Iteration 33Q: 3 clusters Score -2631112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2631112.000000 Penalty: 3249.017822
	Iteration 34Q: 3 clusters Score -2631112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2631118.250000 Penalty: 3249.017822
	Iteration 35Q: 3 clusters Score -2631118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2631124.000000 Penalty: 3249.017822
	Iteration 36Q: 3 clusters Score -2631124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2631127.250000 Penalty: 3249.017822
	Iteration 37Q: 3 clusters Score -2631127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2631131.000000 Penalty: 3249.017822
	Iteration 38Q: 3 clusters Score -2631131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2631129.250000 Penalty: 3249.017822
	Iteration 39Q: 3 clusters Score -2631129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2631134.750000 Penalty: 3249.017822
	Iteration 40F: 3 clusters Score -2631135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2631137.500000 Penalty: 3249.017822
	Iteration 41Q: 3 clusters Score -2631138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2631139.500000 Penalty: 3249.017822
	Iteration 42Q: 3 clusters Score -2631140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -2631141.250000 Penalty: 3249.017822
	Iteration 43Q: 3 clusters Score -2631141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2631140.250000 Penalty: 3249.017822
	Iteration 44Q: 3 clusters Score -2631140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -2631144.000000 Penalty: 3249.017822
	Iteration 45Q: 3 clusters Score -2631144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -2631154.000000 Penalty: 3249.017822
	Iteration 46Q: 3 clusters Score -2631154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2631159.000000 Penalty: 3249.017822
	Iteration 47Q: 3 clusters Score -2631159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2631162.500000 Penalty: 3249.017822
	Iteration 48Q: 3 clusters Score -2631162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2631168.000000 Penalty: 3249.017822
	Iteration 49Q: 3 clusters Score -2631168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2631170.500000 Penalty: 3249.017822
	Iteration 50Q: 3 clusters Score -2631170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2631172.500000 Penalty: 3249.017822
	Iteration 51Q: 3 clusters Score -2631172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2631172.500000 Penalty: 3249.017822
	Iteration 52Q: 3 clusters Score -2631172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2631175.000000 Penalty: 3249.017822
	Iteration 53Q: 3 clusters Score -2631175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2631177.250000 Penalty: 3249.017822
	Iteration 54Q: 3 clusters Score -2631177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2631179.000000 Penalty: 3249.017822
	Iteration 55Q: 3 clusters Score -2631179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2631177.750000 Penalty: 3249.017822
	Iteration 56Q: 3 clusters Score -2631178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2631179.000000 Penalty: 3249.017822
	Iteration 57Q: 3 clusters Score -2631179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2631179.750000 Penalty: 3249.017822
	Iteration 58Q: 3 clusters Score -2631180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2631179.750000 Penalty: 3249.017822
	Iteration 59F: 3 clusters Score -2631180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Entering Unmasked Estep 
Score: -6965222.000000 Penalty: 1776.446899
	Iteration 0F: 2 clusters Score -6965222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -6928001.000000 Penalty: 3552.893799
	Iteration 0F: 3 clusters Score -6928001 nChanged 26265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -6942936.500000 Penalty: 3552.893799
	Iteration 1F: 3 clusters Score -6942936 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -6943382.500000 Penalty: 3552.893799
	Iteration 2Q: 3 clusters Score -6943382 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -6943846.500000 Penalty: 3552.893799
	Iteration 3Q: 3 clusters Score -6943846 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -6944459.500000 Penalty: 3552.893799
	Iteration 4Q: 3 clusters Score -6944460 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -6945230.000000 Penalty: 3552.893799
	Iteration 5Q: 3 clusters Score -6945230 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -6946424.000000 Penalty: 3552.893799
	Iteration 6Q: 3 clusters Score -6946424 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -6948388.000000 Penalty: 3552.893799
	Iteration 7F: 3 clusters Score -6948388 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -6951168.000000 Penalty: 3552.893799
	Iteration 8F: 3 clusters Score -6951168 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -6954230.000000 Penalty: 3552.893799
	Iteration 9F: 3 clusters Score -6954230 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -6956849.000000 Penalty: 3552.893799
	Iteration 10F: 3 clusters Score -6956849 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -6958822.500000 Penalty: 3552.893799
	Iteration 11Q: 3 clusters Score -6958822 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -6960178.000000 Penalty: 3552.893799
	Iteration 12Q: 3 clusters Score -6960178 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -6961197.500000 Penalty: 3552.893799
	Iteration 13Q: 3 clusters Score -6961198 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -6962002.500000 Penalty: 3552.893799
	Iteration 14Q: 3 clusters Score -6962002 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 54368 members 
Entering Unmasked Estep 
Score: -6962541.500000 Penalty: 3552.893799
	Iteration 15Q: 3 clusters Score -6962542 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 54877 members 
Entering Unmasked Estep 
Score: -6962907.500000 Penalty: 3552.893799
	Iteration 16Q: 3 clusters Score -6962908 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -6963197.500000 Penalty: 3552.893799
	Iteration 17Q: 3 clusters Score -6963198 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -6963376.500000 Penalty: 3552.893799
	Iteration 18Q: 3 clusters Score -6963376 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -6963502.000000 Penalty: 3552.893799
	Iteration 19Q: 3 clusters Score -6963502 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -6963584.500000 Penalty: 3552.893799
	Iteration 20F: 3 clusters Score -6963584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -6963637.500000 Penalty: 3552.893799
	Iteration 21Q: 3 clusters Score -6963638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -6963671.000000 Penalty: 3552.893799
	Iteration 22Q: 3 clusters Score -6963671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -6963690.000000 Penalty: 3552.893799
	Iteration 23Q: 3 clusters Score -6963690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -6963704.000000 Penalty: 3552.893799
	Iteration 24Q: 3 clusters Score -6963704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -6963711.500000 Penalty: 3552.893799
	Iteration 25Q: 3 clusters Score -6963712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -6963712.500000 Penalty: 3552.893799
	Iteration 26Q: 3 clusters Score -6963712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -6963715.500000 Penalty: 3552.893799
	Iteration 27Q: 3 clusters Score -6963716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -6963727.000000 Penalty: 3552.893799
	Iteration 28Q: 3 clusters Score -6963727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -6963731.000000 Penalty: 3552.893799
	Iteration 29Q: 3 clusters Score -6963731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -6963738.000000 Penalty: 3552.893799
	Iteration 30Q: 3 clusters Score -6963738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -6963734.000000 Penalty: 3552.893799
	Iteration 31Q: 3 clusters Score -6963734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -6963738.000000 Penalty: 3552.893799
	Iteration 32Q: 3 clusters Score -6963738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 55709 members 
Entering Unmasked Estep 
Score: -6963742.500000 Penalty: 3552.893799
	Iteration 33Q: 3 clusters Score -6963742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -6963744.000000 Penalty: 3552.893799
	Iteration 34Q: 3 clusters Score -6963744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -6963744.000000 Penalty: 3552.893799
	Iteration 35F: 3 clusters Score -6963744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80579 members 
Mstep: Class 2 contains 43270 members 
Mstep: Class 3 contains 86651 members 
Mstep: Class 4 contains 45554 members 
Mstep: Class 5 contains 5485 members 
Mstep: Class 6 contains 70119 members 
Mstep: Class 7 contains 61600 members 
Mstep: Class 8 contains 38162 members 
Mstep: Class 9 contains 3694 members 
Mstep: Class 10 contains 94823 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 2922 members 
Mstep: Class 13 contains 2495 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 18 contains 21960 members 
Mstep: Class 19 contains 55937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574744.000000 Penalty: 34682.753906
Iteration 399Q: 17 clusters Score -7.557474e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80568 members 
Mstep: Class 2 contains 43266 members 
Mstep: Class 3 contains 86649 members 
Mstep: Class 4 contains 45553 members 
Mstep: Class 5 contains 5510 members 
Mstep: Class 6 contains 70129 members 
Mstep: Class 7 contains 61589 members 
Mstep: Class 8 contains 38168 members 
Mstep: Class 9 contains 3701 members 
Mstep: Class 10 contains 94800 members 
Mstep: Class 11 contains 7069 members 
Mstep: Class 12 contains 2922 members 
Mstep: Class 13 contains 2498 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 18 contains 21973 members 
Mstep: Class 19 contains 55937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574704.000000 Penalty: 34682.753906
Iteration 400F: 17 clusters Score -7.55747e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 43262 members 
Mstep: Class 3 contains 86661 members 
Mstep: Class 4 contains 45546 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 70140 members 
Mstep: Class 7 contains 61576 members 
Mstep: Class 8 contains 38171 members 
Mstep: Class 9 contains 3707 members 
Mstep: Class 10 contains 94796 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 2920 members 
Mstep: Class 13 contains 2500 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 18 contains 21988 members 
Mstep: Class 19 contains 55938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574664.000000 Penalty: 34682.753906
Iteration 401Q: 17 clusters Score -7.557466e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80521 members 
Mstep: Class 2 contains 43269 members 
Mstep: Class 3 contains 86665 members 
Mstep: Class 4 contains 45544 members 
Mstep: Class 5 contains 5549 members 
Mstep: Class 6 contains 70143 members 
Mstep: Class 7 contains 61571 members 
Mstep: Class 8 contains 38168 members 
Mstep: Class 9 contains 3717 members 
Mstep: Class 10 contains 94784 members 
Mstep: Class 11 contains 7036 members 
Mstep: Class 12 contains 2919 members 
Mstep: Class 13 contains 2501 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 18 contains 22004 members 
Mstep: Class 19 contains 55941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574584.000000 Penalty: 34682.753906
Iteration 402Q: 17 clusters Score -7.557458e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 43272 members 
Mstep: Class 3 contains 86668 members 
Mstep: Class 4 contains 45544 members 
Mstep: Class 5 contains 5567 members 
Mstep: Class 6 contains 70148 members 
Mstep: Class 7 contains 61560 members 
Mstep: Class 8 contains 38161 members 
Mstep: Class 9 contains 3721 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 7019 members 
Mstep: Class 12 contains 2919 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 15 contains 921 members 
Mstep: Class 18 contains 22014 members 
Mstep: Class 19 contains 55948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574696.000000 Penalty: 34682.753906
Iteration 403Q: 17 clusters Score -7.55747e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80498 members 
Mstep: Class 2 contains 43283 members 
Mstep: Class 3 contains 86666 members 
Mstep: Class 4 contains 45541 members 
Mstep: Class 5 contains 5589 members 
Mstep: Class 6 contains 70152 members 
Mstep: Class 7 contains 61545 members 
Mstep: Class 8 contains 38160 members 
Mstep: Class 9 contains 3721 members 
Mstep: Class 10 contains 94759 members 
Mstep: Class 11 contains 7008 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 15 contains 921 members 
Mstep: Class 18 contains 22030 members 
Mstep: Class 19 contains 55955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574752.000000 Penalty: 34682.753906
Iteration 404Q: 17 clusters Score -7.557475e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80491 members 
Mstep: Class 2 contains 43297 members 
Mstep: Class 3 contains 86657 members 
Mstep: Class 4 contains 45530 members 
Mstep: Class 5 contains 5623 members 
Mstep: Class 6 contains 70154 members 
Mstep: Class 7 contains 61523 members 
Mstep: Class 8 contains 38159 members 
Mstep: Class 9 contains 3727 members 
Mstep: Class 10 contains 94735 members 
Mstep: Class 11 contains 6992 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2511 members 
Mstep: Class 15 contains 921 members 
Mstep: Class 18 contains 22046 members 
Mstep: Class 19 contains 55970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574656.000000 Penalty: 34682.753906
Iteration 405Q: 17 clusters Score -7.557466e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80481 members 
Mstep: Class 2 contains 43301 members 
Mstep: Class 3 contains 86649 members 
Mstep: Class 4 contains 45516 members 
Mstep: Class 5 contains 5654 members 
Mstep: Class 6 contains 70159 members 
Mstep: Class 7 contains 61497 members 
Mstep: Class 8 contains 38164 members 
Mstep: Class 9 contains 3728 members 
Mstep: Class 10 contains 94729 members 
Mstep: Class 11 contains 6983 members 
Mstep: Class 12 contains 2919 members 
Mstep: Class 13 contains 2516 members 
Mstep: Class 15 contains 920 members 
Mstep: Class 18 contains 22060 members 
Mstep: Class 19 contains 55978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574704.000000 Penalty: 34682.753906
Iteration 406Q: 17 clusters Score -7.55747e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80460 members 
Mstep: Class 2 contains 43302 members 
Mstep: Class 3 contains 86633 members 
Mstep: Class 4 contains 45502 members 
Mstep: Class 5 contains 5696 members 
Mstep: Class 6 contains 70154 members 
Mstep: Class 7 contains 61490 members 
Mstep: Class 8 contains 38157 members 
Mstep: Class 9 contains 3744 members 
Mstep: Class 10 contains 94742 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2521 members 
Mstep: Class 15 contains 918 members 
Mstep: Class 18 contains 22071 members 
Mstep: Class 19 contains 55981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574720.000000 Penalty: 34682.753906
Iteration 407Q: 17 clusters Score -7.557472e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80434 members 
Mstep: Class 2 contains 43315 members 
Mstep: Class 3 contains 86617 members 
Mstep: Class 4 contains 45484 members 
Mstep: Class 5 contains 5741 members 
Mstep: Class 6 contains 70158 members 
Mstep: Class 7 contains 61489 members 
Mstep: Class 8 contains 38149 members 
Mstep: Class 9 contains 3755 members 
Mstep: Class 10 contains 94730 members 
Mstep: Class 11 contains 6954 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2527 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 18 contains 22078 members 
Mstep: Class 19 contains 55988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574608.000000 Penalty: 34682.753906
Iteration 408Q: 17 clusters Score -7.557461e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80408 members 
Mstep: Class 2 contains 43335 members 
Mstep: Class 3 contains 86604 members 
Mstep: Class 4 contains 45469 members 
Mstep: Class 5 contains 5781 members 
Mstep: Class 6 contains 70158 members 
Mstep: Class 7 contains 61471 members 
Mstep: Class 8 contains 38151 members 
Mstep: Class 9 contains 3772 members 
Mstep: Class 10 contains 94721 members 
Mstep: Class 11 contains 6942 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 18 contains 22087 members 
Mstep: Class 19 contains 55987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574664.000000 Penalty: 34682.753906
Iteration 409Q: 17 clusters Score -7.557466e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 43342 members 
Mstep: Class 3 contains 86597 members 
Mstep: Class 4 contains 45449 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 70168 members 
Mstep: Class 7 contains 61457 members 
Mstep: Class 8 contains 38145 members 
Mstep: Class 9 contains 3789 members 
Mstep: Class 10 contains 94725 members 
Mstep: Class 11 contains 6929 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 18 contains 22097 members 
Mstep: Class 19 contains 55987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574648.000000 Penalty: 34682.753906
Iteration 410Q: 17 clusters Score -7.557465e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80367 members 
Mstep: Class 2 contains 43346 members 
Mstep: Class 3 contains 86588 members 
Mstep: Class 4 contains 45443 members 
Mstep: Class 5 contains 5861 members 
Mstep: Class 6 contains 70161 members 
Mstep: Class 7 contains 61449 members 
Mstep: Class 8 contains 38144 members 
Mstep: Class 9 contains 3795 members 
Mstep: Class 10 contains 94713 members 
Mstep: Class 11 contains 6919 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22107 members 
Mstep: Class 19 contains 55990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574616.000000 Penalty: 34682.753906
Iteration 411Q: 17 clusters Score -7.557462e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 43353 members 
Mstep: Class 3 contains 86573 members 
Mstep: Class 4 contains 45431 members 
Mstep: Class 5 contains 5901 members 
Mstep: Class 6 contains 70162 members 
Mstep: Class 7 contains 61443 members 
Mstep: Class 8 contains 38136 members 
Mstep: Class 9 contains 3804 members 
Mstep: Class 10 contains 94718 members 
Mstep: Class 11 contains 6906 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2539 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 18 contains 22111 members 
Mstep: Class 19 contains 55996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574592.000000 Penalty: 34682.753906
Iteration 412Q: 17 clusters Score -7.557459e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80334 members 
Mstep: Class 2 contains 43359 members 
Mstep: Class 3 contains 86563 members 
Mstep: Class 4 contains 45421 members 
Mstep: Class 5 contains 5945 members 
Mstep: Class 6 contains 70158 members 
Mstep: Class 7 contains 61428 members 
Mstep: Class 8 contains 38135 members 
Mstep: Class 9 contains 3817 members 
Mstep: Class 10 contains 94707 members 
Mstep: Class 11 contains 6894 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 18 contains 22117 members 
Mstep: Class 19 contains 56001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574544.000000 Penalty: 34682.753906
Iteration 413Q: 17 clusters Score -7.557454e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80309 members 
Mstep: Class 2 contains 43359 members 
Mstep: Class 3 contains 86536 members 
Mstep: Class 4 contains 45419 members 
Mstep: Class 5 contains 5988 members 
Mstep: Class 6 contains 70159 members 
Mstep: Class 7 contains 61417 members 
Mstep: Class 8 contains 38131 members 
Mstep: Class 9 contains 3832 members 
Mstep: Class 10 contains 94705 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 2919 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 18 contains 22118 members 
Mstep: Class 19 contains 56007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574696.000000 Penalty: 34682.753906
Iteration 414Q: 17 clusters Score -7.55747e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80287 members 
Mstep: Class 2 contains 43366 members 
Mstep: Class 3 contains 86522 members 
Mstep: Class 4 contains 45418 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 70159 members 
Mstep: Class 7 contains 61403 members 
Mstep: Class 8 contains 38135 members 
Mstep: Class 9 contains 3842 members 
Mstep: Class 10 contains 94694 members 
Mstep: Class 11 contains 6885 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2558 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22120 members 
Mstep: Class 19 contains 56011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574712.000000 Penalty: 34682.753906
Iteration 415Q: 17 clusters Score -7.557471e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 43367 members 
Mstep: Class 3 contains 86509 members 
Mstep: Class 4 contains 45413 members 
Mstep: Class 5 contains 6050 members 
Mstep: Class 6 contains 70152 members 
Mstep: Class 7 contains 61381 members 
Mstep: Class 8 contains 38142 members 
Mstep: Class 9 contains 3856 members 
Mstep: Class 10 contains 94710 members 
Mstep: Class 11 contains 6875 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22116 members 
Mstep: Class 19 contains 56015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574720.000000 Penalty: 34682.753906
Iteration 416Q: 17 clusters Score -7.557472e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 43369 members 
Mstep: Class 3 contains 86507 members 
Mstep: Class 4 contains 45406 members 
Mstep: Class 5 contains 6070 members 
Mstep: Class 6 contains 70155 members 
Mstep: Class 7 contains 61362 members 
Mstep: Class 8 contains 38149 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 94717 members 
Mstep: Class 11 contains 6862 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2582 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22115 members 
Mstep: Class 19 contains 56012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574744.000000 Penalty: 34682.753906
Iteration 417Q: 17 clusters Score -7.557474e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80235 members 
Mstep: Class 2 contains 43380 members 
Mstep: Class 3 contains 86487 members 
Mstep: Class 4 contains 45405 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 70161 members 
Mstep: Class 7 contains 61338 members 
Mstep: Class 8 contains 38155 members 
Mstep: Class 9 contains 3892 members 
Mstep: Class 10 contains 94723 members 
Mstep: Class 11 contains 6850 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22116 members 
Mstep: Class 19 contains 56009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574760.000000 Penalty: 34682.753906
Iteration 418Q: 17 clusters Score -7.557476e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80224 members 
Mstep: Class 2 contains 43384 members 
Mstep: Class 3 contains 86464 members 
Mstep: Class 4 contains 45400 members 
Mstep: Class 5 contains 6100 members 
Mstep: Class 6 contains 70153 members 
Mstep: Class 7 contains 61323 members 
Mstep: Class 8 contains 38147 members 
Mstep: Class 9 contains 3915 members 
Mstep: Class 10 contains 94750 members 
Mstep: Class 11 contains 6839 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22113 members 
Mstep: Class 19 contains 56009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574776.000000 Penalty: 34682.753906
Iteration 419Q: 17 clusters Score -7.557478e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80216 members 
Mstep: Class 2 contains 43387 members 
Mstep: Class 3 contains 86452 members 
Mstep: Class 4 contains 45384 members 
Mstep: Class 5 contains 6118 members 
Mstep: Class 6 contains 70148 members 
Mstep: Class 7 contains 61301 members 
Mstep: Class 8 contains 38141 members 
Mstep: Class 9 contains 3943 members 
Mstep: Class 10 contains 94777 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2610 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22117 members 
Mstep: Class 19 contains 56004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574776.000000 Penalty: 34682.753906
Iteration 420F: 17 clusters Score -7.557478e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80212 members 
Mstep: Class 2 contains 43378 members 
Mstep: Class 3 contains 86438 members 
Mstep: Class 4 contains 45370 members 
Mstep: Class 5 contains 6135 members 
Mstep: Class 6 contains 70160 members 
Mstep: Class 7 contains 61276 members 
Mstep: Class 8 contains 38139 members 
Mstep: Class 9 contains 3976 members 
Mstep: Class 10 contains 94772 members 
Mstep: Class 11 contains 6812 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22127 members 
Mstep: Class 19 contains 56008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574888.000000 Penalty: 34682.753906
Iteration 421Q: 17 clusters Score -7.557489e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 43369 members 
Mstep: Class 3 contains 86435 members 
Mstep: Class 4 contains 45360 members 
Mstep: Class 5 contains 6156 members 
Mstep: Class 6 contains 70162 members 
Mstep: Class 7 contains 61253 members 
Mstep: Class 8 contains 38139 members 
Mstep: Class 9 contains 4009 members 
Mstep: Class 10 contains 94768 members 
Mstep: Class 11 contains 6802 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2623 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22131 members 
Mstep: Class 19 contains 56007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574904.000000 Penalty: 34682.753906
Iteration 422Q: 17 clusters Score -7.55749e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80210 members 
Mstep: Class 2 contains 43370 members 
Mstep: Class 3 contains 86427 members 
Mstep: Class 4 contains 45351 members 
Mstep: Class 5 contains 6173 members 
Mstep: Class 6 contains 70167 members 
Mstep: Class 7 contains 61230 members 
Mstep: Class 8 contains 38141 members 
Mstep: Class 9 contains 4041 members 
Mstep: Class 10 contains 94749 members 
Mstep: Class 11 contains 6789 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2630 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22133 members 
Mstep: Class 19 contains 56009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574856.000000 Penalty: 34682.753906
Iteration 423Q: 17 clusters Score -7.557486e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80212 members 
Mstep: Class 2 contains 43368 members 
Mstep: Class 3 contains 86420 members 
Mstep: Class 4 contains 45347 members 
Mstep: Class 5 contains 6183 members 
Mstep: Class 6 contains 70167 members 
Mstep: Class 7 contains 61218 members 
Mstep: Class 8 contains 38137 members 
Mstep: Class 9 contains 4061 members 
Mstep: Class 10 contains 94741 members 
Mstep: Class 11 contains 6777 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22137 members 
Mstep: Class 19 contains 56011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574936.000000 Penalty: 34682.753906
Iteration 424Q: 17 clusters Score -7.557494e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80218 members 
Mstep: Class 2 contains 43366 members 
Mstep: Class 3 contains 86406 members 
Mstep: Class 4 contains 45338 members 
Mstep: Class 5 contains 6196 members 
Mstep: Class 6 contains 70167 members 
Mstep: Class 7 contains 61200 members 
Mstep: Class 8 contains 38129 members 
Mstep: Class 9 contains 4091 members 
Mstep: Class 10 contains 94736 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2650 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22143 members 
Mstep: Class 19 contains 56015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574928.000000 Penalty: 34682.753906
Iteration 425Q: 17 clusters Score -7.557493e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80224 members 
Mstep: Class 2 contains 43364 members 
Mstep: Class 3 contains 86389 members 
Mstep: Class 4 contains 45326 members 
Mstep: Class 5 contains 6206 members 
Mstep: Class 6 contains 70162 members 
Mstep: Class 7 contains 61178 members 
Mstep: Class 8 contains 38125 members 
Mstep: Class 9 contains 4124 members 
Mstep: Class 10 contains 94742 members 
Mstep: Class 11 contains 6751 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22149 members 
Mstep: Class 19 contains 56016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574888.000000 Penalty: 34682.753906
Iteration 426Q: 17 clusters Score -7.557489e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80222 members 
Mstep: Class 2 contains 43366 members 
Mstep: Class 3 contains 86380 members 
Mstep: Class 4 contains 45318 members 
Mstep: Class 5 contains 6214 members 
Mstep: Class 6 contains 70163 members 
Mstep: Class 7 contains 61156 members 
Mstep: Class 8 contains 38119 members 
Mstep: Class 9 contains 4147 members 
Mstep: Class 10 contains 94753 members 
Mstep: Class 11 contains 6725 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2669 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22169 members 
Mstep: Class 19 contains 56019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574968.000000 Penalty: 34682.753906
Iteration 427Q: 17 clusters Score -7.557497e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80213 members 
Mstep: Class 2 contains 43375 members 
Mstep: Class 3 contains 86360 members 
Mstep: Class 4 contains 45302 members 
Mstep: Class 5 contains 6223 members 
Mstep: Class 6 contains 70166 members 
Mstep: Class 7 contains 61139 members 
Mstep: Class 8 contains 38116 members 
Mstep: Class 9 contains 4169 members 
Mstep: Class 10 contains 94772 members 
Mstep: Class 11 contains 6708 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22184 members 
Mstep: Class 19 contains 56018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574968.000000 Penalty: 34682.753906
Iteration 428Q: 17 clusters Score -7.557497e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80212 members 
Mstep: Class 2 contains 43372 members 
Mstep: Class 3 contains 86329 members 
Mstep: Class 4 contains 45291 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 70179 members 
Mstep: Class 7 contains 61122 members 
Mstep: Class 8 contains 38115 members 
Mstep: Class 9 contains 4182 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 6693 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2681 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22199 members 
Mstep: Class 19 contains 56032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574760.000000 Penalty: 34682.753906
Iteration 429Q: 17 clusters Score -7.557476e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80218 members 
Mstep: Class 2 contains 43370 members 
Mstep: Class 3 contains 86305 members 
Mstep: Class 4 contains 45282 members 
Mstep: Class 5 contains 6239 members 
Mstep: Class 6 contains 70184 members 
Mstep: Class 7 contains 61094 members 
Mstep: Class 8 contains 38111 members 
Mstep: Class 9 contains 4207 members 
Mstep: Class 10 contains 94789 members 
Mstep: Class 11 contains 6676 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22220 members 
Mstep: Class 19 contains 56039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574792.000000 Penalty: 34682.753906
Iteration 430Q: 17 clusters Score -7.557479e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 43367 members 
Mstep: Class 3 contains 86272 members 
Mstep: Class 4 contains 45275 members 
Mstep: Class 5 contains 6252 members 
Mstep: Class 6 contains 70185 members 
Mstep: Class 7 contains 61078 members 
Mstep: Class 8 contains 38110 members 
Mstep: Class 9 contains 4228 members 
Mstep: Class 10 contains 94811 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2692 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22226 members 
Mstep: Class 19 contains 56047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574728.000000 Penalty: 34682.753906
Iteration 431Q: 17 clusters Score -7.557473e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 43361 members 
Mstep: Class 3 contains 86256 members 
Mstep: Class 4 contains 45260 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 70188 members 
Mstep: Class 7 contains 61058 members 
Mstep: Class 8 contains 38107 members 
Mstep: Class 9 contains 4250 members 
Mstep: Class 10 contains 94813 members 
Mstep: Class 11 contains 6654 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 18 contains 22238 members 
Mstep: Class 19 contains 56056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574760.000000 Penalty: 34682.753906
Iteration 432Q: 17 clusters Score -7.557476e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80204 members 
Mstep: Class 2 contains 43356 members 
Mstep: Class 3 contains 86239 members 
Mstep: Class 4 contains 45247 members 
Mstep: Class 5 contains 6287 members 
Mstep: Class 6 contains 70191 members 
Mstep: Class 7 contains 61033 members 
Mstep: Class 8 contains 38096 members 
Mstep: Class 9 contains 4289 members 
Mstep: Class 10 contains 94818 members 
Mstep: Class 11 contains 6645 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2708 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22247 members 
Mstep: Class 19 contains 56060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574928.000000 Penalty: 34682.753906
Iteration 433Q: 17 clusters Score -7.557493e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80193 members 
Mstep: Class 2 contains 43354 members 
Mstep: Class 3 contains 86227 members 
Mstep: Class 4 contains 45229 members 
Mstep: Class 5 contains 6307 members 
Mstep: Class 6 contains 70188 members 
Mstep: Class 7 contains 61002 members 
Mstep: Class 8 contains 38098 members 
Mstep: Class 9 contains 4325 members 
Mstep: Class 10 contains 94820 members 
Mstep: Class 11 contains 6640 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22250 members 
Mstep: Class 19 contains 56070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574936.000000 Penalty: 34682.753906
Iteration 434Q: 17 clusters Score -7.557494e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 43345 members 
Mstep: Class 3 contains 86220 members 
Mstep: Class 4 contains 45220 members 
Mstep: Class 5 contains 6327 members 
Mstep: Class 6 contains 70192 members 
Mstep: Class 7 contains 60984 members 
Mstep: Class 8 contains 38098 members 
Mstep: Class 9 contains 4352 members 
Mstep: Class 10 contains 94810 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2728 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22256 members 
Mstep: Class 19 contains 56070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574960.000000 Penalty: 34682.753906
Iteration 435Q: 17 clusters Score -7.557496e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80169 members 
Mstep: Class 2 contains 43345 members 
Mstep: Class 3 contains 86217 members 
Mstep: Class 4 contains 45212 members 
Mstep: Class 5 contains 6345 members 
Mstep: Class 6 contains 70200 members 
Mstep: Class 7 contains 60974 members 
Mstep: Class 8 contains 38095 members 
Mstep: Class 9 contains 4381 members 
Mstep: Class 10 contains 94798 members 
Mstep: Class 11 contains 6622 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22254 members 
Mstep: Class 19 contains 56061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574800.000000 Penalty: 34682.753906
Iteration 436Q: 17 clusters Score -7.55748e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80157 members 
Mstep: Class 2 contains 43342 members 
Mstep: Class 3 contains 86221 members 
Mstep: Class 4 contains 45201 members 
Mstep: Class 5 contains 6362 members 
Mstep: Class 6 contains 70201 members 
Mstep: Class 7 contains 60968 members 
Mstep: Class 8 contains 38093 members 
Mstep: Class 9 contains 4402 members 
Mstep: Class 10 contains 94778 members 
Mstep: Class 11 contains 6608 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2756 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22269 members 
Mstep: Class 19 contains 56062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574920.000000 Penalty: 34682.753906
Iteration 437Q: 17 clusters Score -7.557492e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80154 members 
Mstep: Class 2 contains 43342 members 
Mstep: Class 3 contains 86223 members 
Mstep: Class 4 contains 45192 members 
Mstep: Class 5 contains 6372 members 
Mstep: Class 6 contains 70205 members 
Mstep: Class 7 contains 60971 members 
Mstep: Class 8 contains 38093 members 
Mstep: Class 9 contains 4420 members 
Mstep: Class 10 contains 94756 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 13 contains 2771 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22273 members 
Mstep: Class 19 contains 56059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574976.000000 Penalty: 34682.753906
Iteration 438Q: 17 clusters Score -7.557498e+07 nChanged 225
Entering ConstructFrom: 
Score: -75574976.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (80149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80149 members 
Entering Unmasked Estep 
Score: -9960934.000000 Penalty: 1834.891968
	Iteration 0F: 2 clusters Score -9960934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -9909394.000000 Penalty: 3669.783936
	Iteration 0F: 3 clusters Score -9909394 nChanged 38069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -9931087.000000 Penalty: 3669.783936
	Iteration 1F: 3 clusters Score -9931087 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -9931735.000000 Penalty: 3669.783936
	Iteration 2Q: 3 clusters Score -9931735 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -9932395.000000 Penalty: 3669.783936
	Iteration 3Q: 3 clusters Score -9932395 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -9933161.000000 Penalty: 3669.783936
	Iteration 4Q: 3 clusters Score -9933161 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -9934150.000000 Penalty: 3669.783936
	Iteration 5Q: 3 clusters Score -9934150 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -9935584.000000 Penalty: 3669.783936
	Iteration 6Q: 3 clusters Score -9935584 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -9937863.000000 Penalty: 3669.783936
	Iteration 7Q: 3 clusters Score -9937863 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -9941333.000000 Penalty: 3669.783936
	Iteration 8F: 3 clusters Score -9941333 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -9945241.000000 Penalty: 3669.783936
	Iteration 9F: 3 clusters Score -9945241 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63472 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -9948930.000000 Penalty: 3669.783936
	Iteration 10F: 3 clusters Score -9948930 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66800 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -9951616.000000 Penalty: 3669.783936
	Iteration 11Q: 3 clusters Score -9951616 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -9953480.000000 Penalty: 3669.783936
	Iteration 12Q: 3 clusters Score -9953480 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71091 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -9954755.000000 Penalty: 3669.783936
	Iteration 13Q: 3 clusters Score -9954755 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -9955627.000000 Penalty: 3669.783936
	Iteration 14Q: 3 clusters Score -9955627 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73667 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -9956273.000000 Penalty: 3669.783936
	Iteration 15Q: 3 clusters Score -9956273 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -9956778.000000 Penalty: 3669.783936
	Iteration 16Q: 3 clusters Score -9956778 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75422 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -9957203.000000 Penalty: 3669.783936
	Iteration 17Q: 3 clusters Score -9957203 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76062 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -9957467.000000 Penalty: 3669.783936
	Iteration 18Q: 3 clusters Score -9957467 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76560 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -9957754.000000 Penalty: 3669.783936
	Iteration 19Q: 3 clusters Score -9957754 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76993 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -9957961.000000 Penalty: 3669.783936
	Iteration 20F: 3 clusters Score -9957961 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77387 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -9958182.000000 Penalty: 3669.783936
	Iteration 21Q: 3 clusters Score -9958182 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -9958386.000000 Penalty: 3669.783936
	Iteration 22Q: 3 clusters Score -9958386 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78011 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -9958550.000000 Penalty: 3669.783936
	Iteration 23Q: 3 clusters Score -9958550 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -9958723.000000 Penalty: 3669.783936
	Iteration 24Q: 3 clusters Score -9958723 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78460 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -9958791.000000 Penalty: 3669.783936
	Iteration 25Q: 3 clusters Score -9958791 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78618 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -9958864.000000 Penalty: 3669.783936
	Iteration 26Q: 3 clusters Score -9958864 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78727 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -9958926.000000 Penalty: 3669.783936
	Iteration 27Q: 3 clusters Score -9958926 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78816 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -9958976.000000 Penalty: 3669.783936
	Iteration 28Q: 3 clusters Score -9958976 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9959013.000000 Penalty: 3669.783936
	Iteration 29Q: 3 clusters Score -9959013 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78958 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9959058.000000 Penalty: 3669.783936
	Iteration 30Q: 3 clusters Score -9959058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79012 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9959079.000000 Penalty: 3669.783936
	Iteration 31Q: 3 clusters Score -9959079 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79064 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9959115.000000 Penalty: 3669.783936
	Iteration 32Q: 3 clusters Score -9959115 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79110 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9959140.000000 Penalty: 3669.783936
	Iteration 33Q: 3 clusters Score -9959140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79146 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9959158.000000 Penalty: 3669.783936
	Iteration 34Q: 3 clusters Score -9959158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79179 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9959186.000000 Penalty: 3669.783936
	Iteration 35Q: 3 clusters Score -9959186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79202 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -9959203.000000 Penalty: 3669.783936
	Iteration 36Q: 3 clusters Score -9959203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79225 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -9959225.000000 Penalty: 3669.783936
	Iteration 37Q: 3 clusters Score -9959225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79245 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -9959230.000000 Penalty: 3669.783936
	Iteration 38Q: 3 clusters Score -9959230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79265 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9959248.000000 Penalty: 3669.783936
	Iteration 39Q: 3 clusters Score -9959248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9959251.000000 Penalty: 3669.783936
	Iteration 40F: 3 clusters Score -9959251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9959269.000000 Penalty: 3669.783936
	Iteration 41Q: 3 clusters Score -9959269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79297 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -9959265.000000 Penalty: 3669.783936
	Iteration 42Q: 3 clusters Score -9959265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79302 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -9959272.000000 Penalty: 3669.783936
	Iteration 43Q: 3 clusters Score -9959272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -9959273.000000 Penalty: 3669.783936
	Iteration 44Q: 3 clusters Score -9959273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79312 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -9959279.000000 Penalty: 3669.783936
	Iteration 45Q: 3 clusters Score -9959279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79315 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9959279.000000 Penalty: 3669.783936
	Iteration 46Q: 3 clusters Score -9959279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79317 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9959283.000000 Penalty: 3669.783936
	Iteration 47Q: 3 clusters Score -9959283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9959273.000000 Penalty: 3669.783936
	Iteration 48Q: 3 clusters Score -9959273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79321 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9959269.000000 Penalty: 3669.783936
	Iteration 49Q: 3 clusters Score -9959269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9959266.000000 Penalty: 3669.783936
	Iteration 50Q: 3 clusters Score -9959266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9959265.000000 Penalty: 3669.783936
	Iteration 51Q: 3 clusters Score -9959265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9959265.000000 Penalty: 3669.783936
	Iteration 52Q: 3 clusters Score -9959265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79330 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9959265.000000 Penalty: 3669.783936
	Iteration 53Q: 3 clusters Score -9959265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9959277.000000 Penalty: 3669.783936
	Iteration 54Q: 3 clusters Score -9959277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79338 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -9959286.000000 Penalty: 3669.783936
	Iteration 55Q: 3 clusters Score -9959286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79341 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9959285.000000 Penalty: 3669.783936
	Iteration 56Q: 3 clusters Score -9959285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79340 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9959290.000000 Penalty: 3669.783936
	Iteration 57Q: 3 clusters Score -9959290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79344 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9959289.000000 Penalty: 3669.783936
	Iteration 58Q: 3 clusters Score -9959289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -9959290.000000 Penalty: 3669.783936
	Iteration 59Q: 3 clusters Score -9959290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79349 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9959290.000000 Penalty: 3669.783936
	Iteration 60F: 3 clusters Score -9959290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9959295.000000 Penalty: 3669.783936
	Iteration 61Q: 3 clusters Score -9959295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79352 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9959295.000000 Penalty: 3669.783936
	Iteration 62Q: 3 clusters Score -9959295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79352 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9959300.000000 Penalty: 3669.783936
	Iteration 63Q: 3 clusters Score -9959300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79354 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9959299.000000 Penalty: 3669.783936
	Iteration 64Q: 3 clusters Score -9959299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9959301.000000 Penalty: 3669.783936
	Iteration 65Q: 3 clusters Score -9959301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9959299.000000 Penalty: 3669.783936
	Iteration 66Q: 3 clusters Score -9959299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79360 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9959305.000000 Penalty: 3669.783936
	Iteration 67Q: 3 clusters Score -9959305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79361 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9959303.000000 Penalty: 3669.783936
	Iteration 68Q: 3 clusters Score -9959303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79361 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9959303.000000 Penalty: 3669.783936
	Iteration 69F: 3 clusters Score -9959303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Entering Unmasked Estep 
Score: -5395305.000000 Penalty: 1735.000122
	Iteration 0F: 2 clusters Score -5395305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -5366413.000000 Penalty: 3470.000244
	Iteration 0F: 3 clusters Score -5366413 nChanged 20022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -5377503.000000 Penalty: 3470.000244
	Iteration 1F: 3 clusters Score -5377503 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -5377880.000000 Penalty: 3470.000244
	Iteration 2Q: 3 clusters Score -5377880 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -5378308.000000 Penalty: 3470.000244
	Iteration 3Q: 3 clusters Score -5378308 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -5378750.500000 Penalty: 3470.000244
	Iteration 4Q: 3 clusters Score -5378750 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -5379351.500000 Penalty: 3470.000244
	Iteration 5Q: 3 clusters Score -5379352 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -5380181.500000 Penalty: 3470.000244
	Iteration 6Q: 3 clusters Score -5380182 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -5381415.000000 Penalty: 3470.000244
	Iteration 7Q: 3 clusters Score -5381415 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -5383256.500000 Penalty: 3470.000244
	Iteration 8F: 3 clusters Score -5383256 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -5385415.000000 Penalty: 3470.000244
	Iteration 9F: 3 clusters Score -5385415 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -5387082.500000 Penalty: 3470.000244
	Iteration 10F: 3 clusters Score -5387082 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -5387951.500000 Penalty: 3470.000244
	Iteration 11Q: 3 clusters Score -5387952 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -5388459.500000 Penalty: 3470.000244
	Iteration 12Q: 3 clusters Score -5388460 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -5388795.500000 Penalty: 3470.000244
	Iteration 13Q: 3 clusters Score -5388796 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -5389047.000000 Penalty: 3470.000244
	Iteration 14Q: 3 clusters Score -5389047 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -5389342.500000 Penalty: 3470.000244
	Iteration 15Q: 3 clusters Score -5389342 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -5389612.500000 Penalty: 3470.000244
	Iteration 16Q: 3 clusters Score -5389612 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -5389878.000000 Penalty: 3470.000244
	Iteration 17Q: 3 clusters Score -5389878 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -5390180.000000 Penalty: 3470.000244
	Iteration 18Q: 3 clusters Score -5390180 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -5390439.000000 Penalty: 3470.000244
	Iteration 19Q: 3 clusters Score -5390439 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -5390651.500000 Penalty: 3470.000244
	Iteration 20F: 3 clusters Score -5390652 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -5390841.500000 Penalty: 3470.000244
	Iteration 21Q: 3 clusters Score -5390842 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -5390996.500000 Penalty: 3470.000244
	Iteration 22Q: 3 clusters Score -5390996 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -5391131.500000 Penalty: 3470.000244
	Iteration 23Q: 3 clusters Score -5391132 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -5391225.000000 Penalty: 3470.000244
	Iteration 24Q: 3 clusters Score -5391225 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -5391325.500000 Penalty: 3470.000244
	Iteration 25Q: 3 clusters Score -5391326 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -5391411.500000 Penalty: 3470.000244
	Iteration 26Q: 3 clusters Score -5391412 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -5391497.000000 Penalty: 3470.000244
	Iteration 27Q: 3 clusters Score -5391497 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -5391567.500000 Penalty: 3470.000244
	Iteration 28Q: 3 clusters Score -5391568 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -5391635.000000 Penalty: 3470.000244
	Iteration 29Q: 3 clusters Score -5391635 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -5391693.500000 Penalty: 3470.000244
	Iteration 30Q: 3 clusters Score -5391694 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -5391757.000000 Penalty: 3470.000244
	Iteration 31Q: 3 clusters Score -5391757 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -5391803.000000 Penalty: 3470.000244
	Iteration 32Q: 3 clusters Score -5391803 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -5391813.000000 Penalty: 3470.000244
	Iteration 33Q: 3 clusters Score -5391813 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -5391845.500000 Penalty: 3470.000244
	Iteration 34Q: 3 clusters Score -5391846 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -5391892.000000 Penalty: 3470.000244
	Iteration 35Q: 3 clusters Score -5391892 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -5391932.500000 Penalty: 3470.000244
	Iteration 36Q: 3 clusters Score -5391932 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -5391960.000000 Penalty: 3470.000244
	Iteration 37Q: 3 clusters Score -5391960 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -5391991.000000 Penalty: 3470.000244
	Iteration 38Q: 3 clusters Score -5391991 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -5392049.500000 Penalty: 3470.000244
	Iteration 39Q: 3 clusters Score -5392050 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -5392082.000000 Penalty: 3470.000244
	Iteration 40F: 3 clusters Score -5392082 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -5392116.500000 Penalty: 3470.000244
	Iteration 41Q: 3 clusters Score -5392116 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -5392119.000000 Penalty: 3470.000244
	Iteration 42Q: 3 clusters Score -5392119 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -5392144.000000 Penalty: 3470.000244
	Iteration 43Q: 3 clusters Score -5392144 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -5392168.000000 Penalty: 3470.000244
	Iteration 44Q: 3 clusters Score -5392168 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -5392165.000000 Penalty: 3470.000244
	Iteration 45Q: 3 clusters Score -5392165 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -5392206.500000 Penalty: 3470.000244
	Iteration 46Q: 3 clusters Score -5392206 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -5392228.500000 Penalty: 3470.000244
	Iteration 47Q: 3 clusters Score -5392228 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -5392246.000000 Penalty: 3470.000244
	Iteration 48Q: 3 clusters Score -5392246 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -5392282.000000 Penalty: 3470.000244
	Iteration 49Q: 3 clusters Score -5392282 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -5392319.000000 Penalty: 3470.000244
	Iteration 50Q: 3 clusters Score -5392319 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -5392350.000000 Penalty: 3470.000244
	Iteration 51Q: 3 clusters Score -5392350 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -5392400.000000 Penalty: 3470.000244
	Iteration 52Q: 3 clusters Score -5392400 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -5392404.500000 Penalty: 3470.000244
	Iteration 53Q: 3 clusters Score -5392404 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -5392444.500000 Penalty: 3470.000244
	Iteration 54Q: 3 clusters Score -5392444 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -5392468.500000 Penalty: 3470.000244
	Iteration 55Q: 3 clusters Score -5392468 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -5392493.500000 Penalty: 3470.000244
	Iteration 56Q: 3 clusters Score -5392494 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -5392530.500000 Penalty: 3470.000244
	Iteration 57Q: 3 clusters Score -5392530 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -5392545.500000 Penalty: 3470.000244
	Iteration 58Q: 3 clusters Score -5392546 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -5392557.000000 Penalty: 3470.000244
	Iteration 59Q: 3 clusters Score -5392557 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -5392579.500000 Penalty: 3470.000244
	Iteration 60F: 3 clusters Score -5392580 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -5392612.000000 Penalty: 3470.000244
	Iteration 61Q: 3 clusters Score -5392612 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -5392647.500000 Penalty: 3470.000244
	Iteration 62Q: 3 clusters Score -5392648 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -5392658.500000 Penalty: 3470.000244
	Iteration 63Q: 3 clusters Score -5392658 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -5392687.000000 Penalty: 3470.000244
	Iteration 64Q: 3 clusters Score -5392687 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -5392700.000000 Penalty: 3470.000244
	Iteration 65Q: 3 clusters Score -5392700 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -5392717.500000 Penalty: 3470.000244
	Iteration 66Q: 3 clusters Score -5392718 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -5392744.500000 Penalty: 3470.000244
	Iteration 67Q: 3 clusters Score -5392744 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -5392776.500000 Penalty: 3470.000244
	Iteration 68Q: 3 clusters Score -5392776 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5392799.500000 Penalty: 3470.000244
	Iteration 69Q: 3 clusters Score -5392800 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5392816.500000 Penalty: 3470.000244
	Iteration 70Q: 3 clusters Score -5392816 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5392865.000000 Penalty: 3470.000244
	Iteration 71Q: 3 clusters Score -5392865 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5392901.000000 Penalty: 3470.000244
	Iteration 72Q: 3 clusters Score -5392901 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5392958.500000 Penalty: 3470.000244
	Iteration 73Q: 3 clusters Score -5392958 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -5393008.000000 Penalty: 3470.000244
	Iteration 74Q: 3 clusters Score -5393008 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5393058.500000 Penalty: 3470.000244
	Iteration 75Q: 3 clusters Score -5393058 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5393085.500000 Penalty: 3470.000244
	Iteration 76Q: 3 clusters Score -5393086 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5393117.000000 Penalty: 3470.000244
	Iteration 77Q: 3 clusters Score -5393117 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5393145.500000 Penalty: 3470.000244
	Iteration 78Q: 3 clusters Score -5393146 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5393185.000000 Penalty: 3470.000244
	Iteration 79Q: 3 clusters Score -5393185 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5393200.000000 Penalty: 3470.000244
	Iteration 80F: 3 clusters Score -5393200 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5393236.000000 Penalty: 3470.000244
	Iteration 81Q: 3 clusters Score -5393236 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5393280.500000 Penalty: 3470.000244
	Iteration 82Q: 3 clusters Score -5393280 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5393321.500000 Penalty: 3470.000244
	Iteration 83Q: 3 clusters Score -5393322 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5393382.500000 Penalty: 3470.000244
	Iteration 84Q: 3 clusters Score -5393382 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5393428.500000 Penalty: 3470.000244
	Iteration 85Q: 3 clusters Score -5393428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5393477.000000 Penalty: 3470.000244
	Iteration 86Q: 3 clusters Score -5393477 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5393511.000000 Penalty: 3470.000244
	Iteration 87Q: 3 clusters Score -5393511 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5393542.500000 Penalty: 3470.000244
	Iteration 88Q: 3 clusters Score -5393542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5393578.000000 Penalty: 3470.000244
	Iteration 89Q: 3 clusters Score -5393578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5393584.000000 Penalty: 3470.000244
	Iteration 90Q: 3 clusters Score -5393584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5393588.000000 Penalty: 3470.000244
	Iteration 91Q: 3 clusters Score -5393588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5393603.500000 Penalty: 3470.000244
	Iteration 92Q: 3 clusters Score -5393604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5393617.000000 Penalty: 3470.000244
	Iteration 93Q: 3 clusters Score -5393617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5393631.500000 Penalty: 3470.000244
	Iteration 94Q: 3 clusters Score -5393632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5393657.500000 Penalty: 3470.000244
	Iteration 95Q: 3 clusters Score -5393658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5393665.000000 Penalty: 3470.000244
	Iteration 96Q: 3 clusters Score -5393665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5393674.500000 Penalty: 3470.000244
	Iteration 97Q: 3 clusters Score -5393674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5393672.000000 Penalty: 3470.000244
	Iteration 98Q: 3 clusters Score -5393672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5393678.000000 Penalty: 3470.000244
	Iteration 99Q: 3 clusters Score -5393678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5393686.000000 Penalty: 3470.000244
	Iteration 100F: 3 clusters Score -5393686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5393685.000000 Penalty: 3470.000244
	Iteration 101Q: 3 clusters Score -5393685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5393698.000000 Penalty: 3470.000244
	Iteration 102Q: 3 clusters Score -5393698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5393697.000000 Penalty: 3470.000244
	Iteration 103Q: 3 clusters Score -5393697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5393714.500000 Penalty: 3470.000244
	Iteration 104Q: 3 clusters Score -5393714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5393709.000000 Penalty: 3470.000244
	Iteration 105Q: 3 clusters Score -5393709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5393709.500000 Penalty: 3470.000244
	Iteration 106Q: 3 clusters Score -5393710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5393718.000000 Penalty: 3470.000244
	Iteration 107Q: 3 clusters Score -5393718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5393728.000000 Penalty: 3470.000244
	Iteration 108Q: 3 clusters Score -5393728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5393734.500000 Penalty: 3470.000244
	Iteration 109Q: 3 clusters Score -5393734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5393741.500000 Penalty: 3470.000244
	Iteration 110Q: 3 clusters Score -5393742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5393754.500000 Penalty: 3470.000244
	Iteration 111Q: 3 clusters Score -5393754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5393764.500000 Penalty: 3470.000244
	Iteration 112Q: 3 clusters Score -5393764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5393774.000000 Penalty: 3470.000244
	Iteration 113Q: 3 clusters Score -5393774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5393785.000000 Penalty: 3470.000244
	Iteration 114Q: 3 clusters Score -5393785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5393787.500000 Penalty: 3470.000244
	Iteration 115Q: 3 clusters Score -5393788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5393789.000000 Penalty: 3470.000244
	Iteration 116Q: 3 clusters Score -5393789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5393790.500000 Penalty: 3470.000244
	Iteration 117Q: 3 clusters Score -5393790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5393793.500000 Penalty: 3470.000244
	Iteration 118Q: 3 clusters Score -5393794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5393793.500000 Penalty: 3470.000244
	Iteration 119F: 3 clusters Score -5393794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Entering Unmasked Estep 
Score: -10679019.000000 Penalty: 1846.771851
	Iteration 0F: 2 clusters Score -1.067902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -10623404.000000 Penalty: 3693.543701
	Iteration 0F: 3 clusters Score -1.06234e+07 nChanged 41044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -10647371.000000 Penalty: 3693.543701
	Iteration 1F: 3 clusters Score -1.064737e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -10648354.000000 Penalty: 3693.543701
	Iteration 2Q: 3 clusters Score -1.064835e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -10649783.000000 Penalty: 3693.543701
	Iteration 3Q: 3 clusters Score -1.064978e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -10651865.000000 Penalty: 3693.543701
	Iteration 4Q: 3 clusters Score -1.065186e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -10655035.000000 Penalty: 3693.543701
	Iteration 5F: 3 clusters Score -1.065504e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -10659004.000000 Penalty: 3693.543701
	Iteration 6F: 3 clusters Score -1.0659e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 61876 members 
Entering Unmasked Estep 
Score: -10663225.000000 Penalty: 3693.543701
	Iteration 7F: 3 clusters Score -1.066322e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -10666677.000000 Penalty: 3693.543701
	Iteration 8F: 3 clusters Score -1.066668e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -10668948.000000 Penalty: 3693.543701
	Iteration 9Q: 3 clusters Score -1.066895e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 68676 members 
Entering Unmasked Estep 
Score: -10670323.000000 Penalty: 3693.543701
	Iteration 10Q: 3 clusters Score -1.067032e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 69896 members 
Entering Unmasked Estep 
Score: -10671277.000000 Penalty: 3693.543701
	Iteration 11Q: 3 clusters Score -1.067128e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -10671894.000000 Penalty: 3693.543701
	Iteration 12Q: 3 clusters Score -1.067189e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -10672441.000000 Penalty: 3693.543701
	Iteration 13Q: 3 clusters Score -1.067244e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -10672882.000000 Penalty: 3693.543701
	Iteration 14Q: 3 clusters Score -1.067288e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -10673197.000000 Penalty: 3693.543701
	Iteration 15Q: 3 clusters Score -1.06732e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 74039 members 
Entering Unmasked Estep 
Score: -10673471.000000 Penalty: 3693.543701
	Iteration 16Q: 3 clusters Score -1.067347e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 74733 members 
Entering Unmasked Estep 
Score: -10673839.000000 Penalty: 3693.543701
	Iteration 17Q: 3 clusters Score -1.067384e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -10674108.000000 Penalty: 3693.543701
	Iteration 18Q: 3 clusters Score -1.067411e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 76042 members 
Entering Unmasked Estep 
Score: -10674414.000000 Penalty: 3693.543701
	Iteration 19Q: 3 clusters Score -1.067441e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -10674670.000000 Penalty: 3693.543701
	Iteration 20F: 3 clusters Score -1.067467e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 77139 members 
Entering Unmasked Estep 
Score: -10674875.000000 Penalty: 3693.543701
	Iteration 21Q: 3 clusters Score -1.067488e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 77670 members 
Entering Unmasked Estep 
Score: -10675140.000000 Penalty: 3693.543701
	Iteration 22Q: 3 clusters Score -1.067514e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 78197 members 
Entering Unmasked Estep 
Score: -10675419.000000 Penalty: 3693.543701
	Iteration 23Q: 3 clusters Score -1.067542e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 78684 members 
Entering Unmasked Estep 
Score: -10675688.000000 Penalty: 3693.543701
	Iteration 24Q: 3 clusters Score -1.067569e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -10675882.000000 Penalty: 3693.543701
	Iteration 25Q: 3 clusters Score -1.067588e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -10676046.000000 Penalty: 3693.543701
	Iteration 26Q: 3 clusters Score -1.067605e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 79991 members 
Entering Unmasked Estep 
Score: -10676179.000000 Penalty: 3693.543701
	Iteration 27Q: 3 clusters Score -1.067618e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 80325 members 
Entering Unmasked Estep 
Score: -10676310.000000 Penalty: 3693.543701
	Iteration 28Q: 3 clusters Score -1.067631e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -10676384.000000 Penalty: 3693.543701
	Iteration 29Q: 3 clusters Score -1.067638e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -10676480.000000 Penalty: 3693.543701
	Iteration 30Q: 3 clusters Score -1.067648e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 81127 members 
Entering Unmasked Estep 
Score: -10676582.000000 Penalty: 3693.543701
	Iteration 31Q: 3 clusters Score -1.067658e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 81367 members 
Entering Unmasked Estep 
Score: -10676695.000000 Penalty: 3693.543701
	Iteration 32Q: 3 clusters Score -1.06767e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -10676793.000000 Penalty: 3693.543701
	Iteration 33Q: 3 clusters Score -1.067679e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 81759 members 
Entering Unmasked Estep 
Score: -10676843.000000 Penalty: 3693.543701
	Iteration 34Q: 3 clusters Score -1.067684e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 81930 members 
Entering Unmasked Estep 
Score: -10676895.000000 Penalty: 3693.543701
	Iteration 35Q: 3 clusters Score -1.06769e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 82093 members 
Entering Unmasked Estep 
Score: -10676947.000000 Penalty: 3693.543701
	Iteration 36Q: 3 clusters Score -1.067695e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 82231 members 
Entering Unmasked Estep 
Score: -10676994.000000 Penalty: 3693.543701
	Iteration 37Q: 3 clusters Score -1.067699e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 82391 members 
Entering Unmasked Estep 
Score: -10677065.000000 Penalty: 3693.543701
	Iteration 38Q: 3 clusters Score -1.067706e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 82523 members 
Entering Unmasked Estep 
Score: -10677093.000000 Penalty: 3693.543701
	Iteration 39Q: 3 clusters Score -1.067709e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 82655 members 
Entering Unmasked Estep 
Score: -10677138.000000 Penalty: 3693.543701
	Iteration 40F: 3 clusters Score -1.067714e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 82764 members 
Entering Unmasked Estep 
Score: -10677190.000000 Penalty: 3693.543701
	Iteration 41Q: 3 clusters Score -1.067719e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 82860 members 
Entering Unmasked Estep 
Score: -10677212.000000 Penalty: 3693.543701
	Iteration 42Q: 3 clusters Score -1.067721e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 82937 members 
Entering Unmasked Estep 
Score: -10677216.000000 Penalty: 3693.543701
	Iteration 43Q: 3 clusters Score -1.067722e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 82996 members 
Entering Unmasked Estep 
Score: -10677243.000000 Penalty: 3693.543701
	Iteration 44Q: 3 clusters Score -1.067724e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 83056 members 
Entering Unmasked Estep 
Score: -10677244.000000 Penalty: 3693.543701
	Iteration 45Q: 3 clusters Score -1.067724e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 83096 members 
Entering Unmasked Estep 
Score: -10677236.000000 Penalty: 3693.543701
	Iteration 46Q: 3 clusters Score -1.067724e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -10677248.000000 Penalty: 3693.543701
	Iteration 47Q: 3 clusters Score -1.067725e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 83193 members 
Entering Unmasked Estep 
Score: -10677256.000000 Penalty: 3693.543701
	Iteration 48Q: 3 clusters Score -1.067726e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 83232 members 
Entering Unmasked Estep 
Score: -10677269.000000 Penalty: 3693.543701
	Iteration 49Q: 3 clusters Score -1.067727e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 83274 members 
Entering Unmasked Estep 
Score: -10677263.000000 Penalty: 3693.543701
	Iteration 50Q: 3 clusters Score -1.067726e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 83308 members 
Entering Unmasked Estep 
Score: -10677256.000000 Penalty: 3693.543701
	Iteration 51Q: 3 clusters Score -1.067726e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -10677273.000000 Penalty: 3693.543701
	Iteration 52Q: 3 clusters Score -1.067727e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 83369 members 
Entering Unmasked Estep 
Score: -10677276.000000 Penalty: 3693.543701
	Iteration 53Q: 3 clusters Score -1.067728e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -10677285.000000 Penalty: 3693.543701
	Iteration 54Q: 3 clusters Score -1.067728e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 83436 members 
Entering Unmasked Estep 
Score: -10677290.000000 Penalty: 3693.543701
	Iteration 55Q: 3 clusters Score -1.067729e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 83465 members 
Entering Unmasked Estep 
Score: -10677318.000000 Penalty: 3693.543701
	Iteration 56Q: 3 clusters Score -1.067732e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 83488 members 
Entering Unmasked Estep 
Score: -10677333.000000 Penalty: 3693.543701
	Iteration 57Q: 3 clusters Score -1.067733e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 83523 members 
Entering Unmasked Estep 
Score: -10677344.000000 Penalty: 3693.543701
	Iteration 58Q: 3 clusters Score -1.067734e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -10677346.000000 Penalty: 3693.543701
	Iteration 59Q: 3 clusters Score -1.067735e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 83588 members 
Entering Unmasked Estep 
Score: -10677359.000000 Penalty: 3693.543701
	Iteration 60F: 3 clusters Score -1.067736e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 83614 members 
Entering Unmasked Estep 
Score: -10677366.000000 Penalty: 3693.543701
	Iteration 61Q: 3 clusters Score -1.067737e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 83640 members 
Entering Unmasked Estep 
Score: -10677366.000000 Penalty: 3693.543701
	Iteration 62Q: 3 clusters Score -1.067737e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 83667 members 
Entering Unmasked Estep 
Score: -10677388.000000 Penalty: 3693.543701
	Iteration 63Q: 3 clusters Score -1.067739e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -10677380.000000 Penalty: 3693.543701
	Iteration 64Q: 3 clusters Score -1.067738e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 83727 members 
Entering Unmasked Estep 
Score: -10677392.000000 Penalty: 3693.543701
	Iteration 65Q: 3 clusters Score -1.067739e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 83751 members 
Entering Unmasked Estep 
Score: -10677398.000000 Penalty: 3693.543701
	Iteration 66Q: 3 clusters Score -1.06774e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 83774 members 
Entering Unmasked Estep 
Score: -10677412.000000 Penalty: 3693.543701
	Iteration 67Q: 3 clusters Score -1.067741e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
Score: -10677405.000000 Penalty: 3693.543701
	Iteration 68Q: 3 clusters Score -1.06774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 83805 members 
Entering Unmasked Estep 
Score: -10677406.000000 Penalty: 3693.543701
	Iteration 69Q: 3 clusters Score -1.067741e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -10677417.000000 Penalty: 3693.543701
	Iteration 70Q: 3 clusters Score -1.067742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 83832 members 
Entering Unmasked Estep 
Score: -10677420.000000 Penalty: 3693.543701
	Iteration 71Q: 3 clusters Score -1.067742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 83839 members 
Entering Unmasked Estep 
Score: -10677416.000000 Penalty: 3693.543701
	Iteration 72Q: 3 clusters Score -1.067742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -10677416.000000 Penalty: 3693.543701
	Iteration 73Q: 3 clusters Score -1.067742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 83861 members 
Entering Unmasked Estep 
Score: -10677426.000000 Penalty: 3693.543701
	Iteration 74Q: 3 clusters Score -1.067743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 83870 members 
Entering Unmasked Estep 
Score: -10677424.000000 Penalty: 3693.543701
	Iteration 75Q: 3 clusters Score -1.067742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -10677425.000000 Penalty: 3693.543701
	Iteration 76Q: 3 clusters Score -1.067742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 83889 members 
Entering Unmasked Estep 
Score: -10677424.000000 Penalty: 3693.543701
	Iteration 77Q: 3 clusters Score -1.067742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 83897 members 
Entering Unmasked Estep 
Score: -10677434.000000 Penalty: 3693.543701
	Iteration 78Q: 3 clusters Score -1.067743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 83908 members 
Entering Unmasked Estep 
Score: -10677445.000000 Penalty: 3693.543701
	Iteration 79Q: 3 clusters Score -1.067744e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 83919 members 
Entering Unmasked Estep 
Score: -10677447.000000 Penalty: 3693.543701
	Iteration 80F: 3 clusters Score -1.067745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
Score: -10677454.000000 Penalty: 3693.543701
	Iteration 81Q: 3 clusters Score -1.067745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
Score: -10677465.000000 Penalty: 3693.543701
	Iteration 82Q: 3 clusters Score -1.067746e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 83960 members 
Entering Unmasked Estep 
Score: -10677461.000000 Penalty: 3693.543701
	Iteration 83Q: 3 clusters Score -1.067746e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -10677469.000000 Penalty: 3693.543701
	Iteration 84Q: 3 clusters Score -1.067747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 83998 members 
Entering Unmasked Estep 
Score: -10677473.000000 Penalty: 3693.543701
	Iteration 85Q: 3 clusters Score -1.067747e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 84011 members 
Entering Unmasked Estep 
Score: -10677471.000000 Penalty: 3693.543701
	Iteration 86Q: 3 clusters Score -1.067747e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 84025 members 
Entering Unmasked Estep 
Score: -10677472.000000 Penalty: 3693.543701
	Iteration 87Q: 3 clusters Score -1.067747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 84037 members 
Entering Unmasked Estep 
Score: -10677467.000000 Penalty: 3693.543701
	Iteration 88Q: 3 clusters Score -1.067747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 84047 members 
Entering Unmasked Estep 
Score: -10677479.000000 Penalty: 3693.543701
	Iteration 89Q: 3 clusters Score -1.067748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 84055 members 
Entering Unmasked Estep 
Score: -10677473.000000 Penalty: 3693.543701
	Iteration 90Q: 3 clusters Score -1.067747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 84066 members 
Entering Unmasked Estep 
Score: -10677471.000000 Penalty: 3693.543701
	Iteration 91Q: 3 clusters Score -1.067747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 84075 members 
Entering Unmasked Estep 
Score: -10677476.000000 Penalty: 3693.543701
	Iteration 92Q: 3 clusters Score -1.067748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 84089 members 
Entering Unmasked Estep 
Score: -10677480.000000 Penalty: 3693.543701
	Iteration 93Q: 3 clusters Score -1.067748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 84096 members 
Entering Unmasked Estep 
Score: -10677482.000000 Penalty: 3693.543701
	Iteration 94Q: 3 clusters Score -1.067748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 84104 members 
Entering Unmasked Estep 
Score: -10677486.000000 Penalty: 3693.543701
	Iteration 95Q: 3 clusters Score -1.067749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 84109 members 
Entering Unmasked Estep 
Score: -10677486.000000 Penalty: 3693.543701
	Iteration 96Q: 3 clusters Score -1.067749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -10677491.000000 Penalty: 3693.543701
	Iteration 97Q: 3 clusters Score -1.067749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 84128 members 
Entering Unmasked Estep 
Score: -10677486.000000 Penalty: 3693.543701
	Iteration 98Q: 3 clusters Score -1.067749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 84133 members 
Entering Unmasked Estep 
Score: -10677485.000000 Penalty: 3693.543701
	Iteration 99Q: 3 clusters Score -1.067748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 84136 members 
Entering Unmasked Estep 
Score: -10677478.000000 Penalty: 3693.543701
	Iteration 100F: 3 clusters Score -1.067748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 84139 members 
Entering Unmasked Estep 
Score: -10677481.000000 Penalty: 3693.543701
	Iteration 101Q: 3 clusters Score -1.067748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -10677480.000000 Penalty: 3693.543701
	Iteration 102Q: 3 clusters Score -1.067748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 84146 members 
Entering Unmasked Estep 
Score: -10677486.000000 Penalty: 3693.543701
	Iteration 103Q: 3 clusters Score -1.067749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -10677484.000000 Penalty: 3693.543701
	Iteration 104Q: 3 clusters Score -1.067748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 84150 members 
Entering Unmasked Estep 
Score: -10677494.000000 Penalty: 3693.543701
	Iteration 105Q: 3 clusters Score -1.067749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 84152 members 
Entering Unmasked Estep 
Score: -10677492.000000 Penalty: 3693.543701
	Iteration 106Q: 3 clusters Score -1.067749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 84154 members 
Entering Unmasked Estep 
Score: -10677495.000000 Penalty: 3693.543701
	Iteration 107Q: 3 clusters Score -1.06775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 84154 members 
Entering Unmasked Estep 
Score: -10677495.000000 Penalty: 3693.543701
	Iteration 108F: 3 clusters Score -1.06775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Entering Unmasked Estep 
Score: -5616331.500000 Penalty: 1741.766846
	Iteration 0F: 2 clusters Score -5616332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -5586173.500000 Penalty: 3483.533691
	Iteration 0F: 3 clusters Score -5586174 nChanged 20915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -5598023.000000 Penalty: 3483.533691
	Iteration 1F: 3 clusters Score -5598023 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -5598543.500000 Penalty: 3483.533691
	Iteration 2Q: 3 clusters Score -5598544 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -5599232.000000 Penalty: 3483.533691
	Iteration 3Q: 3 clusters Score -5599232 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -5600374.500000 Penalty: 3483.533691
	Iteration 4F: 3 clusters Score -5600374 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -5602013.500000 Penalty: 3483.533691
	Iteration 5F: 3 clusters Score -5602014 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -5604582.000000 Penalty: 3483.533691
	Iteration 6F: 3 clusters Score -5604582 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -5607766.000000 Penalty: 3483.533691
	Iteration 7F: 3 clusters Score -5607766 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -5610857.500000 Penalty: 3483.533691
	Iteration 8F: 3 clusters Score -5610858 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -5612934.500000 Penalty: 3483.533691
	Iteration 9Q: 3 clusters Score -5612934 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -5613884.500000 Penalty: 3483.533691
	Iteration 10Q: 3 clusters Score -5613884 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -5614362.500000 Penalty: 3483.533691
	Iteration 11Q: 3 clusters Score -5614362 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -5614614.000000 Penalty: 3483.533691
	Iteration 12Q: 3 clusters Score -5614614 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -5614723.000000 Penalty: 3483.533691
	Iteration 13Q: 3 clusters Score -5614723 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -5614770.000000 Penalty: 3483.533691
	Iteration 14Q: 3 clusters Score -5614770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -5614811.000000 Penalty: 3483.533691
	Iteration 15Q: 3 clusters Score -5614811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -5614837.000000 Penalty: 3483.533691
	Iteration 16Q: 3 clusters Score -5614837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -5614845.000000 Penalty: 3483.533691
	Iteration 17Q: 3 clusters Score -5614845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -5614855.000000 Penalty: 3483.533691
	Iteration 18Q: 3 clusters Score -5614855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -5614855.000000 Penalty: 3483.533691
	Iteration 19Q: 3 clusters Score -5614855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -5614860.500000 Penalty: 3483.533691
	Iteration 20F: 3 clusters Score -5614860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -5614867.500000 Penalty: 3483.533691
	Iteration 21Q: 3 clusters Score -5614868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -5614875.000000 Penalty: 3483.533691
	Iteration 22Q: 3 clusters Score -5614875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -5614875.500000 Penalty: 3483.533691
	Iteration 23Q: 3 clusters Score -5614876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -5614880.000000 Penalty: 3483.533691
	Iteration 24Q: 3 clusters Score -5614880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -5614882.000000 Penalty: 3483.533691
	Iteration 25Q: 3 clusters Score -5614882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -5614879.000000 Penalty: 3483.533691
	Iteration 26Q: 3 clusters Score -5614879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -5614890.000000 Penalty: 3483.533691
	Iteration 27Q: 3 clusters Score -5614890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -5614897.500000 Penalty: 3483.533691
	Iteration 28Q: 3 clusters Score -5614898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -5614901.000000 Penalty: 3483.533691
	Iteration 29Q: 3 clusters Score -5614901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -5614907.000000 Penalty: 3483.533691
	Iteration 30Q: 3 clusters Score -5614907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -5614906.500000 Penalty: 3483.533691
	Iteration 31Q: 3 clusters Score -5614906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -5614906.500000 Penalty: 3483.533691
	Iteration 32F: 3 clusters Score -5614906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Entering Unmasked Estep 
Score: -797761.000000 Penalty: 1423.853638
	Iteration 0F: 2 clusters Score -797761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -792898.250000 Penalty: 2847.707275
	Iteration 0F: 3 clusters Score -792898.2 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -794383.250000 Penalty: 2847.707275
	Iteration 1F: 3 clusters Score -794383.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -794619.812500 Penalty: 2847.707275
	Iteration 2F: 3 clusters Score -794619.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -794763.562500 Penalty: 2847.707275
	Iteration 3F: 3 clusters Score -794763.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -794868.000000 Penalty: 2847.707275
	Iteration 4Q: 3 clusters Score -794868 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -794953.125000 Penalty: 2847.707275
	Iteration 5Q: 3 clusters Score -794953.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -795026.687500 Penalty: 2847.707275
	Iteration 6Q: 3 clusters Score -795026.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -795095.500000 Penalty: 2847.707275
	Iteration 7Q: 3 clusters Score -795095.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -795155.250000 Penalty: 2847.707275
	Iteration 8Q: 3 clusters Score -795155.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -795221.625000 Penalty: 2847.707275
	Iteration 9Q: 3 clusters Score -795221.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -795287.750000 Penalty: 2847.707275
	Iteration 10Q: 3 clusters Score -795287.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -795355.687500 Penalty: 2847.707275
	Iteration 11Q: 3 clusters Score -795355.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -795431.000000 Penalty: 2847.707275
	Iteration 12Q: 3 clusters Score -795431 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -795498.000000 Penalty: 2847.707275
	Iteration 13Q: 3 clusters Score -795498 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -795552.687500 Penalty: 2847.707275
	Iteration 14Q: 3 clusters Score -795552.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -795591.937500 Penalty: 2847.707275
	Iteration 15Q: 3 clusters Score -795591.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -795625.812500 Penalty: 2847.707275
	Iteration 16Q: 3 clusters Score -795625.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -795646.812500 Penalty: 2847.707275
	Iteration 17Q: 3 clusters Score -795646.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -795667.062500 Penalty: 2847.707275
	Iteration 18Q: 3 clusters Score -795667.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -795682.562500 Penalty: 2847.707275
	Iteration 19Q: 3 clusters Score -795682.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -795694.875000 Penalty: 2847.707275
	Iteration 20F: 3 clusters Score -795694.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -795704.687500 Penalty: 2847.707275
	Iteration 21Q: 3 clusters Score -795704.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -795712.312500 Penalty: 2847.707275
	Iteration 22Q: 3 clusters Score -795712.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -795714.937500 Penalty: 2847.707275
	Iteration 23Q: 3 clusters Score -795714.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -795717.687500 Penalty: 2847.707275
	Iteration 24Q: 3 clusters Score -795717.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -795720.062500 Penalty: 2847.707275
	Iteration 25Q: 3 clusters Score -795720.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -795722.187500 Penalty: 2847.707275
	Iteration 26Q: 3 clusters Score -795722.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -795724.437500 Penalty: 2847.707275
	Iteration 27Q: 3 clusters Score -795724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -795723.750000 Penalty: 2847.707275
	Iteration 28Q: 3 clusters Score -795723.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -795725.437500 Penalty: 2847.707275
	Iteration 29Q: 3 clusters Score -795725.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -795725.937500 Penalty: 2847.707275
	Iteration 30Q: 3 clusters Score -795725.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -795728.687500 Penalty: 2847.707275
	Iteration 31Q: 3 clusters Score -795728.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -795732.750000 Penalty: 2847.707275
	Iteration 32Q: 3 clusters Score -795732.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -795732.875000 Penalty: 2847.707275
	Iteration 33Q: 3 clusters Score -795732.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -795734.437500 Penalty: 2847.707275
	Iteration 34Q: 3 clusters Score -795734.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -795735.375000 Penalty: 2847.707275
	Iteration 35Q: 3 clusters Score -795735.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -795738.937500 Penalty: 2847.707275
	Iteration 36Q: 3 clusters Score -795738.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -795744.375000 Penalty: 2847.707275
	Iteration 37Q: 3 clusters Score -795744.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -795747.500000 Penalty: 2847.707275
	Iteration 38Q: 3 clusters Score -795747.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -795749.500000 Penalty: 2847.707275
	Iteration 39Q: 3 clusters Score -795749.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -795753.937500 Penalty: 2847.707275
	Iteration 40F: 3 clusters Score -795753.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -795755.437500 Penalty: 2847.707275
	Iteration 41Q: 3 clusters Score -795755.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -795755.500000 Penalty: 2847.707275
	Iteration 42Q: 3 clusters Score -795755.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -795757.875000 Penalty: 2847.707275
	Iteration 43Q: 3 clusters Score -795757.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -795758.125000 Penalty: 2847.707275
	Iteration 44Q: 3 clusters Score -795758.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -795759.812500 Penalty: 2847.707275
	Iteration 45Q: 3 clusters Score -795759.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -795760.937500 Penalty: 2847.707275
	Iteration 46Q: 3 clusters Score -795760.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -795762.062500 Penalty: 2847.707275
	Iteration 47Q: 3 clusters Score -795762.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -795764.562500 Penalty: 2847.707275
	Iteration 48Q: 3 clusters Score -795764.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -795766.625000 Penalty: 2847.707275
	Iteration 49Q: 3 clusters Score -795766.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -795768.000000 Penalty: 2847.707275
	Iteration 50Q: 3 clusters Score -795768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -795770.437500 Penalty: 2847.707275
	Iteration 51Q: 3 clusters Score -795770.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -795774.500000 Penalty: 2847.707275
	Iteration 52Q: 3 clusters Score -795774.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -795777.375000 Penalty: 2847.707275
	Iteration 53Q: 3 clusters Score -795777.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -795782.500000 Penalty: 2847.707275
	Iteration 54Q: 3 clusters Score -795782.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -795783.812500 Penalty: 2847.707275
	Iteration 55Q: 3 clusters Score -795783.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -795784.062500 Penalty: 2847.707275
	Iteration 56Q: 3 clusters Score -795784.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -795788.437500 Penalty: 2847.707275
	Iteration 57Q: 3 clusters Score -795788.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -795789.125000 Penalty: 2847.707275
	Iteration 58Q: 3 clusters Score -795789.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -795792.687500 Penalty: 2847.707275
	Iteration 59Q: 3 clusters Score -795792.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -795792.375000 Penalty: 2847.707275
	Iteration 60F: 3 clusters Score -795792.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -795793.000000 Penalty: 2847.707275
	Iteration 61Q: 3 clusters Score -795793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -795795.312500 Penalty: 2847.707275
	Iteration 62Q: 3 clusters Score -795795.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -795798.750000 Penalty: 2847.707275
	Iteration 63Q: 3 clusters Score -795798.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -795798.875000 Penalty: 2847.707275
	Iteration 64Q: 3 clusters Score -795798.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -795802.562500 Penalty: 2847.707275
	Iteration 65Q: 3 clusters Score -795802.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -795804.437500 Penalty: 2847.707275
	Iteration 66Q: 3 clusters Score -795804.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -795809.937500 Penalty: 2847.707275
	Iteration 67Q: 3 clusters Score -795809.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -795811.062500 Penalty: 2847.707275
	Iteration 68Q: 3 clusters Score -795811.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -795812.937500 Penalty: 2847.707275
	Iteration 69Q: 3 clusters Score -795812.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -795816.375000 Penalty: 2847.707275
	Iteration 70Q: 3 clusters Score -795816.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -795820.625000 Penalty: 2847.707275
	Iteration 71Q: 3 clusters Score -795820.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -795824.625000 Penalty: 2847.707275
	Iteration 72Q: 3 clusters Score -795824.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -795826.125000 Penalty: 2847.707275
	Iteration 73Q: 3 clusters Score -795826.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -795827.625000 Penalty: 2847.707275
	Iteration 74Q: 3 clusters Score -795827.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -795829.500000 Penalty: 2847.707275
	Iteration 75Q: 3 clusters Score -795829.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -795830.312500 Penalty: 2847.707275
	Iteration 76Q: 3 clusters Score -795830.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -795831.812500 Penalty: 2847.707275
	Iteration 77Q: 3 clusters Score -795831.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -795831.062500 Penalty: 2847.707275
	Iteration 78Q: 3 clusters Score -795831.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -795834.125000 Penalty: 2847.707275
	Iteration 79Q: 3 clusters Score -795834.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -795835.812500 Penalty: 2847.707275
	Iteration 80F: 3 clusters Score -795835.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -795836.375000 Penalty: 2847.707275
	Iteration 81Q: 3 clusters Score -795836.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -795838.687500 Penalty: 2847.707275
	Iteration 82Q: 3 clusters Score -795838.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -795838.625000 Penalty: 2847.707275
	Iteration 83Q: 3 clusters Score -795838.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -795838.000000 Penalty: 2847.707275
	Iteration 84Q: 3 clusters Score -795838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -795838.937500 Penalty: 2847.707275
	Iteration 85Q: 3 clusters Score -795838.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -795839.937500 Penalty: 2847.707275
	Iteration 86Q: 3 clusters Score -795839.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -795841.562500 Penalty: 2847.707275
	Iteration 87Q: 3 clusters Score -795841.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -795843.250000 Penalty: 2847.707275
	Iteration 88Q: 3 clusters Score -795843.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -795842.625000 Penalty: 2847.707275
	Iteration 89Q: 3 clusters Score -795842.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -795843.250000 Penalty: 2847.707275
	Iteration 90Q: 3 clusters Score -795843.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -795847.187500 Penalty: 2847.707275
	Iteration 91Q: 3 clusters Score -795847.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -795848.625000 Penalty: 2847.707275
	Iteration 92Q: 3 clusters Score -795848.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -795848.062500 Penalty: 2847.707275
	Iteration 93Q: 3 clusters Score -795848.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -795849.312500 Penalty: 2847.707275
	Iteration 94Q: 3 clusters Score -795849.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -795851.250000 Penalty: 2847.707275
	Iteration 95Q: 3 clusters Score -795851.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -795852.625000 Penalty: 2847.707275
	Iteration 96Q: 3 clusters Score -795852.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -795853.750000 Penalty: 2847.707275
	Iteration 97Q: 3 clusters Score -795853.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -795853.875000 Penalty: 2847.707275
	Iteration 98Q: 3 clusters Score -795853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -795854.125000 Penalty: 2847.707275
	Iteration 99Q: 3 clusters Score -795854.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -795855.187500 Penalty: 2847.707275
	Iteration 100F: 3 clusters Score -795855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -795855.750000 Penalty: 2847.707275
	Iteration 101Q: 3 clusters Score -795855.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -795856.375000 Penalty: 2847.707275
	Iteration 102Q: 3 clusters Score -795856.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -795858.000000 Penalty: 2847.707275
	Iteration 103Q: 3 clusters Score -795858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -795858.812500 Penalty: 2847.707275
	Iteration 104Q: 3 clusters Score -795858.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -795863.625000 Penalty: 2847.707275
	Iteration 105Q: 3 clusters Score -795863.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -795869.250000 Penalty: 2847.707275
	Iteration 106Q: 3 clusters Score -795869.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -795873.375000 Penalty: 2847.707275
	Iteration 107Q: 3 clusters Score -795873.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -795877.687500 Penalty: 2847.707275
	Iteration 108Q: 3 clusters Score -795877.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -795880.500000 Penalty: 2847.707275
	Iteration 109Q: 3 clusters Score -795880.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -795887.375000 Penalty: 2847.707275
	Iteration 110Q: 3 clusters Score -795887.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -795893.625000 Penalty: 2847.707275
	Iteration 111Q: 3 clusters Score -795893.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -795897.875000 Penalty: 2847.707275
	Iteration 112Q: 3 clusters Score -795897.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -795906.312500 Penalty: 2847.707275
	Iteration 113Q: 3 clusters Score -795906.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -795915.312500 Penalty: 2847.707275
	Iteration 114Q: 3 clusters Score -795915.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -795927.937500 Penalty: 2847.707275
	Iteration 115Q: 3 clusters Score -795927.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -795936.000000 Penalty: 2847.707275
	Iteration 116Q: 3 clusters Score -795936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -795943.625000 Penalty: 2847.707275
	Iteration 117Q: 3 clusters Score -795943.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -795956.187500 Penalty: 2847.707275
	Iteration 118Q: 3 clusters Score -795956.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -795968.062500 Penalty: 2847.707275
	Iteration 119Q: 3 clusters Score -795968.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -795982.750000 Penalty: 2847.707275
	Iteration 120F: 3 clusters Score -795982.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -795996.687500 Penalty: 2847.707275
	Iteration 121Q: 3 clusters Score -795996.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -796010.125000 Penalty: 2847.707275
	Iteration 122Q: 3 clusters Score -796010.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -796016.812500 Penalty: 2847.707275
	Iteration 123Q: 3 clusters Score -796016.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -796021.750000 Penalty: 2847.707275
	Iteration 124Q: 3 clusters Score -796021.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -796025.750000 Penalty: 2847.707275
	Iteration 125Q: 3 clusters Score -796025.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -796030.812500 Penalty: 2847.707275
	Iteration 126Q: 3 clusters Score -796030.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -796037.000000 Penalty: 2847.707275
	Iteration 127Q: 3 clusters Score -796037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -796042.375000 Penalty: 2847.707275
	Iteration 128Q: 3 clusters Score -796042.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -796047.312500 Penalty: 2847.707275
	Iteration 129Q: 3 clusters Score -796047.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -796050.875000 Penalty: 2847.707275
	Iteration 130Q: 3 clusters Score -796050.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -796054.687500 Penalty: 2847.707275
	Iteration 131Q: 3 clusters Score -796054.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -796059.437500 Penalty: 2847.707275
	Iteration 132Q: 3 clusters Score -796059.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -796064.875000 Penalty: 2847.707275
	Iteration 133Q: 3 clusters Score -796064.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -796070.500000 Penalty: 2847.707275
	Iteration 134Q: 3 clusters Score -796070.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -796074.125000 Penalty: 2847.707275
	Iteration 135Q: 3 clusters Score -796074.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -796082.937500 Penalty: 2847.707275
	Iteration 136Q: 3 clusters Score -796082.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -796095.062500 Penalty: 2847.707275
	Iteration 137Q: 3 clusters Score -796095.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -796105.875000 Penalty: 2847.707275
	Iteration 138Q: 3 clusters Score -796105.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -796124.062500 Penalty: 2847.707275
	Iteration 139Q: 3 clusters Score -796124.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -796141.000000 Penalty: 2847.707275
	Iteration 140F: 3 clusters Score -796141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -796159.500000 Penalty: 2847.707275
	Iteration 141Q: 3 clusters Score -796159.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -796169.187500 Penalty: 2847.707275
	Iteration 142Q: 3 clusters Score -796169.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -796184.875000 Penalty: 2847.707275
	Iteration 143Q: 3 clusters Score -796184.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -796200.500000 Penalty: 2847.707275
	Iteration 144Q: 3 clusters Score -796200.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -796217.500000 Penalty: 2847.707275
	Iteration 145Q: 3 clusters Score -796217.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -796239.187500 Penalty: 2847.707275
	Iteration 146Q: 3 clusters Score -796239.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -796258.375000 Penalty: 2847.707275
	Iteration 147Q: 3 clusters Score -796258.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -796280.250000 Penalty: 2847.707275
	Iteration 148Q: 3 clusters Score -796280.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -796297.062500 Penalty: 2847.707275
	Iteration 149Q: 3 clusters Score -796297.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -796319.125000 Penalty: 2847.707275
	Iteration 150Q: 3 clusters Score -796319.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -796333.312500 Penalty: 2847.707275
	Iteration 151Q: 3 clusters Score -796333.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -796350.250000 Penalty: 2847.707275
	Iteration 152Q: 3 clusters Score -796350.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -796361.562500 Penalty: 2847.707275
	Iteration 153Q: 3 clusters Score -796361.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -796377.812500 Penalty: 2847.707275
	Iteration 154Q: 3 clusters Score -796377.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -796396.000000 Penalty: 2847.707275
	Iteration 155Q: 3 clusters Score -796396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -796410.125000 Penalty: 2847.707275
	Iteration 156Q: 3 clusters Score -796410.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -796422.187500 Penalty: 2847.707275
	Iteration 157Q: 3 clusters Score -796422.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -796434.000000 Penalty: 2847.707275
	Iteration 158Q: 3 clusters Score -796434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -796442.687500 Penalty: 2847.707275
	Iteration 159Q: 3 clusters Score -796442.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -796452.750000 Penalty: 2847.707275
	Iteration 160F: 3 clusters Score -796452.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -796461.437500 Penalty: 2847.707275
	Iteration 161Q: 3 clusters Score -796461.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -796469.875000 Penalty: 2847.707275
	Iteration 162Q: 3 clusters Score -796469.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -796480.187500 Penalty: 2847.707275
	Iteration 163Q: 3 clusters Score -796480.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -796488.375000 Penalty: 2847.707275
	Iteration 164Q: 3 clusters Score -796488.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -796498.562500 Penalty: 2847.707275
	Iteration 165Q: 3 clusters Score -796498.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -796505.187500 Penalty: 2847.707275
	Iteration 166Q: 3 clusters Score -796505.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -796511.062500 Penalty: 2847.707275
	Iteration 167Q: 3 clusters Score -796511.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -796518.812500 Penalty: 2847.707275
	Iteration 168Q: 3 clusters Score -796518.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -796526.375000 Penalty: 2847.707275
	Iteration 169Q: 3 clusters Score -796526.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -796530.187500 Penalty: 2847.707275
	Iteration 170Q: 3 clusters Score -796530.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -796534.625000 Penalty: 2847.707275
	Iteration 171Q: 3 clusters Score -796534.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -796537.625000 Penalty: 2847.707275
	Iteration 172Q: 3 clusters Score -796537.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -796539.437500 Penalty: 2847.707275
	Iteration 173Q: 3 clusters Score -796539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -796540.437500 Penalty: 2847.707275
	Iteration 174Q: 3 clusters Score -796540.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -796541.687500 Penalty: 2847.707275
	Iteration 175Q: 3 clusters Score -796541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -796542.500000 Penalty: 2847.707275
	Iteration 176Q: 3 clusters Score -796542.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -796544.562500 Penalty: 2847.707275
	Iteration 177Q: 3 clusters Score -796544.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -796547.875000 Penalty: 2847.707275
	Iteration 178Q: 3 clusters Score -796547.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -796549.250000 Penalty: 2847.707275
	Iteration 179Q: 3 clusters Score -796549.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -796549.062500 Penalty: 2847.707275
	Iteration 180F: 3 clusters Score -796549.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70210 members 
Entering Unmasked Estep 
Score: -8746671.000000 Penalty: 1813.377563
	Iteration 0F: 2 clusters Score -8746671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -8700669.000000 Penalty: 3626.755127
	Iteration 0F: 3 clusters Score -8700669 nChanged 33240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -8719537.000000 Penalty: 3626.755127
	Iteration 1F: 3 clusters Score -8719537 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -8719935.000000 Penalty: 3626.755127
	Iteration 2Q: 3 clusters Score -8719935 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -8720214.000000 Penalty: 3626.755127
	Iteration 3Q: 3 clusters Score -8720214 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -8720517.000000 Penalty: 3626.755127
	Iteration 4Q: 3 clusters Score -8720517 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -8720845.000000 Penalty: 3626.755127
	Iteration 5Q: 3 clusters Score -8720845 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -8721125.000000 Penalty: 3626.755127
	Iteration 6Q: 3 clusters Score -8721125 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -8721490.000000 Penalty: 3626.755127
	Iteration 7Q: 3 clusters Score -8721490 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -8721921.000000 Penalty: 3626.755127
	Iteration 8Q: 3 clusters Score -8721921 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -8722576.000000 Penalty: 3626.755127
	Iteration 9Q: 3 clusters Score -8722576 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -8723565.000000 Penalty: 3626.755127
	Iteration 10Q: 3 clusters Score -8723565 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -8725192.000000 Penalty: 3626.755127
	Iteration 11Q: 3 clusters Score -8725192 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -8727752.000000 Penalty: 3626.755127
	Iteration 12F: 3 clusters Score -8727752 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -8731081.000000 Penalty: 3626.755127
	Iteration 13F: 3 clusters Score -8731081 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -8734670.000000 Penalty: 3626.755127
	Iteration 14F: 3 clusters Score -8734670 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -8737574.000000 Penalty: 3626.755127
	Iteration 15F: 3 clusters Score -8737574 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 61886 members 
Entering Unmasked Estep 
Score: -8739599.000000 Penalty: 3626.755127
	Iteration 16Q: 3 clusters Score -8739599 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 63672 members 
Entering Unmasked Estep 
Score: -8740928.000000 Penalty: 3626.755127
	Iteration 17Q: 3 clusters Score -8740928 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -8741872.000000 Penalty: 3626.755127
	Iteration 18Q: 3 clusters Score -8741872 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -8742680.000000 Penalty: 3626.755127
	Iteration 19Q: 3 clusters Score -8742680 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -8743286.000000 Penalty: 3626.755127
	Iteration 20F: 3 clusters Score -8743286 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 68082 members 
Entering Unmasked Estep 
Score: -8743877.000000 Penalty: 3626.755127
	Iteration 21Q: 3 clusters Score -8743877 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -8744288.000000 Penalty: 3626.755127
	Iteration 22Q: 3 clusters Score -8744288 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -8744574.000000 Penalty: 3626.755127
	Iteration 23Q: 3 clusters Score -8744574 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 69385 members 
Entering Unmasked Estep 
Score: -8744760.000000 Penalty: 3626.755127
	Iteration 24Q: 3 clusters Score -8744760 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -8744865.000000 Penalty: 3626.755127
	Iteration 25Q: 3 clusters Score -8744865 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
Score: -8744932.000000 Penalty: 3626.755127
	Iteration 26Q: 3 clusters Score -8744932 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -8744971.000000 Penalty: 3626.755127
	Iteration 27Q: 3 clusters Score -8744971 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -8745005.000000 Penalty: 3626.755127
	Iteration 28Q: 3 clusters Score -8745005 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 69799 members 
Entering Unmasked Estep 
Score: -8745032.000000 Penalty: 3626.755127
	Iteration 29Q: 3 clusters Score -8745032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -8745052.000000 Penalty: 3626.755127
	Iteration 30Q: 3 clusters Score -8745052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 69832 members 
Entering Unmasked Estep 
Score: -8745060.000000 Penalty: 3626.755127
	Iteration 31Q: 3 clusters Score -8745060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 69845 members 
Entering Unmasked Estep 
Score: -8745078.000000 Penalty: 3626.755127
	Iteration 32Q: 3 clusters Score -8745078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 69856 members 
Entering Unmasked Estep 
Score: -8745088.000000 Penalty: 3626.755127
	Iteration 33Q: 3 clusters Score -8745088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -8745087.000000 Penalty: 3626.755127
	Iteration 34Q: 3 clusters Score -8745087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -8745096.000000 Penalty: 3626.755127
	Iteration 35Q: 3 clusters Score -8745096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 69868 members 
Entering Unmasked Estep 
Score: -8745091.000000 Penalty: 3626.755127
	Iteration 36Q: 3 clusters Score -8745091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -8745090.000000 Penalty: 3626.755127
	Iteration 37Q: 3 clusters Score -8745090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
Score: -8745092.000000 Penalty: 3626.755127
	Iteration 38Q: 3 clusters Score -8745092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 69873 members 
Entering Unmasked Estep 
Score: -8745095.000000 Penalty: 3626.755127
	Iteration 39Q: 3 clusters Score -8745095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 69875 members 
Entering Unmasked Estep 
Score: -8745104.000000 Penalty: 3626.755127
	Iteration 40F: 3 clusters Score -8745104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 69879 members 
Entering Unmasked Estep 
Score: -8745101.000000 Penalty: 3626.755127
	Iteration 41Q: 3 clusters Score -8745101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 69884 members 
Entering Unmasked Estep 
Score: -8745116.000000 Penalty: 3626.755127
	Iteration 42Q: 3 clusters Score -8745116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 69887 members 
Entering Unmasked Estep 
Score: -8745111.000000 Penalty: 3626.755127
	Iteration 43Q: 3 clusters Score -8745111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 69889 members 
Entering Unmasked Estep 
Score: -8745104.000000 Penalty: 3626.755127
	Iteration 44Q: 3 clusters Score -8745104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 69889 members 
Entering Unmasked Estep 
Score: -8745104.000000 Penalty: 3626.755127
	Iteration 45F: 3 clusters Score -8745104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (60964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Entering Unmasked Estep 
Score: -7590730.000000 Penalty: 1790.431274
	Iteration 0F: 2 clusters Score -7590730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -7550216.500000 Penalty: 3580.862549
	Iteration 0F: 3 clusters Score -7550216 nChanged 28873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -7566454.000000 Penalty: 3580.862549
	Iteration 1F: 3 clusters Score -7566454 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -7566894.500000 Penalty: 3580.862549
	Iteration 2Q: 3 clusters Score -7566894 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -7567518.000000 Penalty: 3580.862549
	Iteration 3Q: 3 clusters Score -7567518 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -7568376.500000 Penalty: 3580.862549
	Iteration 4Q: 3 clusters Score -7568376 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -7569793.000000 Penalty: 3580.862549
	Iteration 5Q: 3 clusters Score -7569793 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -7572313.000000 Penalty: 3580.862549
	Iteration 6F: 3 clusters Score -7572313 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -7576235.000000 Penalty: 3580.862549
	Iteration 7F: 3 clusters Score -7576235 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -7580891.500000 Penalty: 3580.862549
	Iteration 8F: 3 clusters Score -7580892 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -7584605.500000 Penalty: 3580.862549
	Iteration 9F: 3 clusters Score -7584606 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -7586813.500000 Penalty: 3580.862549
	Iteration 10Q: 3 clusters Score -7586814 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -7587989.000000 Penalty: 3580.862549
	Iteration 11Q: 3 clusters Score -7587989 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -7588541.500000 Penalty: 3580.862549
	Iteration 12Q: 3 clusters Score -7588542 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7588891.000000 Penalty: 3580.862549
	Iteration 13Q: 3 clusters Score -7588891 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7589065.000000 Penalty: 3580.862549
	Iteration 14Q: 3 clusters Score -7589065 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7589183.000000 Penalty: 3580.862549
	Iteration 15Q: 3 clusters Score -7589183 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7589246.500000 Penalty: 3580.862549
	Iteration 16Q: 3 clusters Score -7589246 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7589309.500000 Penalty: 3580.862549
	Iteration 17Q: 3 clusters Score -7589310 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7589340.500000 Penalty: 3580.862549
	Iteration 18Q: 3 clusters Score -7589340 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59817 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7589375.500000 Penalty: 3580.862549
	Iteration 19Q: 3 clusters Score -7589376 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7589381.500000 Penalty: 3580.862549
	Iteration 20F: 3 clusters Score -7589382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7589385.500000 Penalty: 3580.862549
	Iteration 21Q: 3 clusters Score -7589386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7589392.500000 Penalty: 3580.862549
	Iteration 22Q: 3 clusters Score -7589392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59952 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7589407.500000 Penalty: 3580.862549
	Iteration 23Q: 3 clusters Score -7589408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7589419.000000 Penalty: 3580.862549
	Iteration 24Q: 3 clusters Score -7589419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59983 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7589426.000000 Penalty: 3580.862549
	Iteration 25Q: 3 clusters Score -7589426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7589414.500000 Penalty: 3580.862549
	Iteration 26Q: 3 clusters Score -7589414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7589431.000000 Penalty: 3580.862549
	Iteration 27Q: 3 clusters Score -7589431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7589442.500000 Penalty: 3580.862549
	Iteration 28Q: 3 clusters Score -7589442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60020 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7589439.000000 Penalty: 3580.862549
	Iteration 29Q: 3 clusters Score -7589439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60031 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7589437.500000 Penalty: 3580.862549
	Iteration 30Q: 3 clusters Score -7589438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60043 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7589446.500000 Penalty: 3580.862549
	Iteration 31Q: 3 clusters Score -7589446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60049 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7589447.000000 Penalty: 3580.862549
	Iteration 32Q: 3 clusters Score -7589447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60056 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7589445.500000 Penalty: 3580.862549
	Iteration 33Q: 3 clusters Score -7589446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60059 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -7589441.500000 Penalty: 3580.862549
	Iteration 34Q: 3 clusters Score -7589442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7589449.500000 Penalty: 3580.862549
	Iteration 35Q: 3 clusters Score -7589450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60064 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7589454.000000 Penalty: 3580.862549
	Iteration 36Q: 3 clusters Score -7589454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7589460.000000 Penalty: 3580.862549
	Iteration 37Q: 3 clusters Score -7589460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7589460.500000 Penalty: 3580.862549
	Iteration 38Q: 3 clusters Score -7589460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7589464.500000 Penalty: 3580.862549
	Iteration 39Q: 3 clusters Score -7589464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7589458.500000 Penalty: 3580.862549
	Iteration 40F: 3 clusters Score -7589458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7589460.000000 Penalty: 3580.862549
	Iteration 41Q: 3 clusters Score -7589460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7589465.000000 Penalty: 3580.862549
	Iteration 42Q: 3 clusters Score -7589465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60096 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7589463.500000 Penalty: 3580.862549
	Iteration 43Q: 3 clusters Score -7589464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7589463.500000 Penalty: 3580.862549
	Iteration 44Q: 3 clusters Score -7589464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7589458.500000 Penalty: 3580.862549
	Iteration 45Q: 3 clusters Score -7589458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7589460.000000 Penalty: 3580.862549
	Iteration 46Q: 3 clusters Score -7589460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7589465.000000 Penalty: 3580.862549
	Iteration 47Q: 3 clusters Score -7589465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7589465.000000 Penalty: 3580.862549
	Iteration 48F: 3 clusters Score -7589465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Entering Unmasked Estep 
Score: -4739707.500000 Penalty: 1713.985229
	Iteration 0F: 2 clusters Score -4739708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -4714086.500000 Penalty: 3427.970459
	Iteration 0F: 3 clusters Score -4714086 nChanged 17696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -4723922.500000 Penalty: 3427.970459
	Iteration 1F: 3 clusters Score -4723922 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -4724540.000000 Penalty: 3427.970459
	Iteration 2Q: 3 clusters Score -4724540 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -4725261.000000 Penalty: 3427.970459
	Iteration 3Q: 3 clusters Score -4725261 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -4726393.000000 Penalty: 3427.970459
	Iteration 4F: 3 clusters Score -4726393 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -4727839.000000 Penalty: 3427.970459
	Iteration 5F: 3 clusters Score -4727839 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -4729630.000000 Penalty: 3427.970459
	Iteration 6F: 3 clusters Score -4729630 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -4731628.500000 Penalty: 3427.970459
	Iteration 7F: 3 clusters Score -4731628 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -4733387.000000 Penalty: 3427.970459
	Iteration 8F: 3 clusters Score -4733387 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -4734694.000000 Penalty: 3427.970459
	Iteration 9Q: 3 clusters Score -4734694 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -4735442.500000 Penalty: 3427.970459
	Iteration 10Q: 3 clusters Score -4735442 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -4735853.500000 Penalty: 3427.970459
	Iteration 11Q: 3 clusters Score -4735854 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -4736153.500000 Penalty: 3427.970459
	Iteration 12Q: 3 clusters Score -4736154 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -4736415.500000 Penalty: 3427.970459
	Iteration 13Q: 3 clusters Score -4736416 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -4736642.500000 Penalty: 3427.970459
	Iteration 14Q: 3 clusters Score -4736642 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -4736856.000000 Penalty: 3427.970459
	Iteration 15Q: 3 clusters Score -4736856 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4737017.000000 Penalty: 3427.970459
	Iteration 16Q: 3 clusters Score -4737017 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -4737114.500000 Penalty: 3427.970459
	Iteration 17Q: 3 clusters Score -4737114 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -4737220.000000 Penalty: 3427.970459
	Iteration 18Q: 3 clusters Score -4737220 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -4737314.500000 Penalty: 3427.970459
	Iteration 19Q: 3 clusters Score -4737314 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -4737407.500000 Penalty: 3427.970459
	Iteration 20F: 3 clusters Score -4737408 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -4737492.500000 Penalty: 3427.970459
	Iteration 21Q: 3 clusters Score -4737492 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -4737610.000000 Penalty: 3427.970459
	Iteration 22Q: 3 clusters Score -4737610 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -4737675.000000 Penalty: 3427.970459
	Iteration 23Q: 3 clusters Score -4737675 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -4737768.500000 Penalty: 3427.970459
	Iteration 24Q: 3 clusters Score -4737768 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -4737845.500000 Penalty: 3427.970459
	Iteration 25Q: 3 clusters Score -4737846 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -4737937.000000 Penalty: 3427.970459
	Iteration 26Q: 3 clusters Score -4737937 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -4738035.000000 Penalty: 3427.970459
	Iteration 27Q: 3 clusters Score -4738035 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -4738136.000000 Penalty: 3427.970459
	Iteration 28Q: 3 clusters Score -4738136 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -4738180.500000 Penalty: 3427.970459
	Iteration 29Q: 3 clusters Score -4738180 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -4738224.000000 Penalty: 3427.970459
	Iteration 30Q: 3 clusters Score -4738224 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -4738291.500000 Penalty: 3427.970459
	Iteration 31Q: 3 clusters Score -4738292 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -4738346.000000 Penalty: 3427.970459
	Iteration 32Q: 3 clusters Score -4738346 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -4738369.500000 Penalty: 3427.970459
	Iteration 33Q: 3 clusters Score -4738370 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -4738406.000000 Penalty: 3427.970459
	Iteration 34Q: 3 clusters Score -4738406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -4738429.000000 Penalty: 3427.970459
	Iteration 35Q: 3 clusters Score -4738429 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -4738452.000000 Penalty: 3427.970459
	Iteration 36Q: 3 clusters Score -4738452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -4738474.500000 Penalty: 3427.970459
	Iteration 37Q: 3 clusters Score -4738474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -4738489.000000 Penalty: 3427.970459
	Iteration 38Q: 3 clusters Score -4738489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -4738502.500000 Penalty: 3427.970459
	Iteration 39Q: 3 clusters Score -4738502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -4738515.500000 Penalty: 3427.970459
	Iteration 40F: 3 clusters Score -4738516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -4738535.500000 Penalty: 3427.970459
	Iteration 41Q: 3 clusters Score -4738536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -4738545.500000 Penalty: 3427.970459
	Iteration 42Q: 3 clusters Score -4738546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -4738556.500000 Penalty: 3427.970459
	Iteration 43Q: 3 clusters Score -4738556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -4738565.500000 Penalty: 3427.970459
	Iteration 44Q: 3 clusters Score -4738566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -4738569.000000 Penalty: 3427.970459
	Iteration 45Q: 3 clusters Score -4738569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -4738566.000000 Penalty: 3427.970459
	Iteration 46Q: 3 clusters Score -4738566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4738567.000000 Penalty: 3427.970459
	Iteration 47Q: 3 clusters Score -4738567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -4738574.000000 Penalty: 3427.970459
	Iteration 48Q: 3 clusters Score -4738574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -4738575.500000 Penalty: 3427.970459
	Iteration 49Q: 3 clusters Score -4738576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -4738574.000000 Penalty: 3427.970459
	Iteration 50Q: 3 clusters Score -4738574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -4738574.000000 Penalty: 3427.970459
	Iteration 51F: 3 clusters Score -4738574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Entering Unmasked Estep 
Score: -561712.125000 Penalty: 1364.375122
	Iteration 0F: 2 clusters Score -561712.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -558034.250000 Penalty: 2728.750244
	Iteration 0F: 3 clusters Score -558034.2 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -559066.187500 Penalty: 2728.750244
	Iteration 1F: 3 clusters Score -559066.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -559257.937500 Penalty: 2728.750244
	Iteration 2F: 3 clusters Score -559257.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -559377.750000 Penalty: 2728.750244
	Iteration 3F: 3 clusters Score -559377.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -559444.750000 Penalty: 2728.750244
	Iteration 4Q: 3 clusters Score -559444.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -559486.687500 Penalty: 2728.750244
	Iteration 5Q: 3 clusters Score -559486.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -559521.062500 Penalty: 2728.750244
	Iteration 6Q: 3 clusters Score -559521.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -559562.000000 Penalty: 2728.750244
	Iteration 7Q: 3 clusters Score -559562 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -559609.187500 Penalty: 2728.750244
	Iteration 8Q: 3 clusters Score -559609.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -559650.750000 Penalty: 2728.750244
	Iteration 9Q: 3 clusters Score -559650.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -559683.562500 Penalty: 2728.750244
	Iteration 10Q: 3 clusters Score -559683.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -559709.000000 Penalty: 2728.750244
	Iteration 11Q: 3 clusters Score -559709 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -559738.250000 Penalty: 2728.750244
	Iteration 12Q: 3 clusters Score -559738.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -559775.437500 Penalty: 2728.750244
	Iteration 13Q: 3 clusters Score -559775.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -559818.562500 Penalty: 2728.750244
	Iteration 14Q: 3 clusters Score -559818.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -559875.500000 Penalty: 2728.750244
	Iteration 15Q: 3 clusters Score -559875.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -559927.875000 Penalty: 2728.750244
	Iteration 16Q: 3 clusters Score -559927.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -559984.000000 Penalty: 2728.750244
	Iteration 17Q: 3 clusters Score -559984 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -560045.875000 Penalty: 2728.750244
	Iteration 18Q: 3 clusters Score -560045.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -560120.500000 Penalty: 2728.750244
	Iteration 19Q: 3 clusters Score -560120.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -560186.375000 Penalty: 2728.750244
	Iteration 20F: 3 clusters Score -560186.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -560237.437500 Penalty: 2728.750244
	Iteration 21Q: 3 clusters Score -560237.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -560287.500000 Penalty: 2728.750244
	Iteration 22Q: 3 clusters Score -560287.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -560316.875000 Penalty: 2728.750244
	Iteration 23Q: 3 clusters Score -560316.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -560346.625000 Penalty: 2728.750244
	Iteration 24Q: 3 clusters Score -560346.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -560374.812500 Penalty: 2728.750244
	Iteration 25Q: 3 clusters Score -560374.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -560398.500000 Penalty: 2728.750244
	Iteration 26Q: 3 clusters Score -560398.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -560432.625000 Penalty: 2728.750244
	Iteration 27Q: 3 clusters Score -560432.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -560447.937500 Penalty: 2728.750244
	Iteration 28Q: 3 clusters Score -560447.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -560452.500000 Penalty: 2728.750244
	Iteration 29Q: 3 clusters Score -560452.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -560458.812500 Penalty: 2728.750244
	Iteration 30Q: 3 clusters Score -560458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -560460.187500 Penalty: 2728.750244
	Iteration 31Q: 3 clusters Score -560460.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -560463.125000 Penalty: 2728.750244
	Iteration 32Q: 3 clusters Score -560463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -560466.125000 Penalty: 2728.750244
	Iteration 33Q: 3 clusters Score -560466.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -560470.875000 Penalty: 2728.750244
	Iteration 34Q: 3 clusters Score -560470.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -560470.375000 Penalty: 2728.750244
	Iteration 35Q: 3 clusters Score -560470.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -560472.000000 Penalty: 2728.750244
	Iteration 36Q: 3 clusters Score -560472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -560475.312500 Penalty: 2728.750244
	Iteration 37Q: 3 clusters Score -560475.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -560478.812500 Penalty: 2728.750244
	Iteration 38Q: 3 clusters Score -560478.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -560478.812500 Penalty: 2728.750244
	Iteration 39F: 3 clusters Score -560478.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94741 members 
Entering Unmasked Estep 
Score: -11714946.000000 Penalty: 1862.071655
	Iteration 0F: 2 clusters Score -1.171495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -11653662.000000 Penalty: 3724.143311
	Iteration 0F: 3 clusters Score -1.165366e+07 nChanged 45179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -11679291.000000 Penalty: 3724.143311
	Iteration 1F: 3 clusters Score -1.167929e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -11679849.000000 Penalty: 3724.143311
	Iteration 2Q: 3 clusters Score -1.167985e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -11680635.000000 Penalty: 3724.143311
	Iteration 3Q: 3 clusters Score -1.168064e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -11682164.000000 Penalty: 3724.143311
	Iteration 4Q: 3 clusters Score -1.168216e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -11685104.000000 Penalty: 3724.143311
	Iteration 5F: 3 clusters Score -1.16851e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 69453 members 
Entering Unmasked Estep 
Score: -11689478.000000 Penalty: 3724.143311
	Iteration 6F: 3 clusters Score -1.168948e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -11695305.000000 Penalty: 3724.143311
	Iteration 7F: 3 clusters Score -1.16953e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 82127 members 
Entering Unmasked Estep 
Score: -11701148.000000 Penalty: 3724.143311
	Iteration 8F: 3 clusters Score -1.170115e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 85985 members 
Entering Unmasked Estep 
Score: -11704885.000000 Penalty: 3724.143311
	Iteration 9Q: 3 clusters Score -1.170488e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 88164 members 
Entering Unmasked Estep 
Score: -11707078.000000 Penalty: 3724.143311
	Iteration 10Q: 3 clusters Score -1.170708e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 89546 members 
Entering Unmasked Estep 
Score: -11708917.000000 Penalty: 3724.143311
	Iteration 11Q: 3 clusters Score -1.170892e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -11710063.000000 Penalty: 3724.143311
	Iteration 12Q: 3 clusters Score -1.171006e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -11710918.000000 Penalty: 3724.143311
	Iteration 13Q: 3 clusters Score -1.171092e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 92078 members 
Entering Unmasked Estep 
Score: -11711554.000000 Penalty: 3724.143311
	Iteration 14Q: 3 clusters Score -1.171155e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 92569 members 
Entering Unmasked Estep 
Score: -11712063.000000 Penalty: 3724.143311
	Iteration 15Q: 3 clusters Score -1.171206e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 92964 members 
Entering Unmasked Estep 
Score: -11712461.000000 Penalty: 3724.143311
	Iteration 16Q: 3 clusters Score -1.171246e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 93267 members 
Entering Unmasked Estep 
Score: -11712715.000000 Penalty: 3724.143311
	Iteration 17Q: 3 clusters Score -1.171272e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 93482 members 
Entering Unmasked Estep 
Score: -11712816.000000 Penalty: 3724.143311
	Iteration 18Q: 3 clusters Score -1.171282e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 93635 members 
Entering Unmasked Estep 
Score: -11712922.000000 Penalty: 3724.143311
	Iteration 19Q: 3 clusters Score -1.171292e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 93755 members 
Entering Unmasked Estep 
Score: -11713036.000000 Penalty: 3724.143311
	Iteration 20F: 3 clusters Score -1.171304e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 93850 members 
Entering Unmasked Estep 
Score: -11713081.000000 Penalty: 3724.143311
	Iteration 21Q: 3 clusters Score -1.171308e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -11713126.000000 Penalty: 3724.143311
	Iteration 22Q: 3 clusters Score -1.171313e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 93948 members 
Entering Unmasked Estep 
Score: -11713129.000000 Penalty: 3724.143311
	Iteration 23Q: 3 clusters Score -1.171313e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 93975 members 
Entering Unmasked Estep 
Score: -11713173.000000 Penalty: 3724.143311
	Iteration 24Q: 3 clusters Score -1.171317e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 94006 members 
Entering Unmasked Estep 
Score: -11713188.000000 Penalty: 3724.143311
	Iteration 25Q: 3 clusters Score -1.171319e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 94035 members 
Entering Unmasked Estep 
Score: -11713206.000000 Penalty: 3724.143311
	Iteration 26Q: 3 clusters Score -1.171321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 94051 members 
Entering Unmasked Estep 
Score: -11713208.000000 Penalty: 3724.143311
	Iteration 27Q: 3 clusters Score -1.171321e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 94064 members 
Entering Unmasked Estep 
Score: -11713226.000000 Penalty: 3724.143311
	Iteration 28Q: 3 clusters Score -1.171323e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -11713233.000000 Penalty: 3724.143311
	Iteration 29Q: 3 clusters Score -1.171323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 94088 members 
Entering Unmasked Estep 
Score: -11713240.000000 Penalty: 3724.143311
	Iteration 30Q: 3 clusters Score -1.171324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 94096 members 
Entering Unmasked Estep 
Score: -11713256.000000 Penalty: 3724.143311
	Iteration 31Q: 3 clusters Score -1.171326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
Score: -11713261.000000 Penalty: 3724.143311
	Iteration 32Q: 3 clusters Score -1.171326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 94113 members 
Entering Unmasked Estep 
Score: -11713263.000000 Penalty: 3724.143311
	Iteration 33Q: 3 clusters Score -1.171326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 94120 members 
Entering Unmasked Estep 
Score: -11713280.000000 Penalty: 3724.143311
	Iteration 34Q: 3 clusters Score -1.171328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 94126 members 
Entering Unmasked Estep 
Score: -11713278.000000 Penalty: 3724.143311
	Iteration 35Q: 3 clusters Score -1.171328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 94132 members 
Entering Unmasked Estep 
Score: -11713267.000000 Penalty: 3724.143311
	Iteration 36Q: 3 clusters Score -1.171327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 94136 members 
Entering Unmasked Estep 
Score: -11713272.000000 Penalty: 3724.143311
	Iteration 37Q: 3 clusters Score -1.171327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 94140 members 
Entering Unmasked Estep 
Score: -11713278.000000 Penalty: 3724.143311
	Iteration 38Q: 3 clusters Score -1.171328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 94145 members 
Entering Unmasked Estep 
Score: -11713289.000000 Penalty: 3724.143311
	Iteration 39Q: 3 clusters Score -1.171329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 94152 members 
Entering Unmasked Estep 
Score: -11713292.000000 Penalty: 3724.143311
	Iteration 40F: 3 clusters Score -1.171329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 94158 members 
Entering Unmasked Estep 
Score: -11713295.000000 Penalty: 3724.143311
	Iteration 41Q: 3 clusters Score -1.17133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 94163 members 
Entering Unmasked Estep 
Score: -11713293.000000 Penalty: 3724.143311
	Iteration 42Q: 3 clusters Score -1.171329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 94172 members 
Entering Unmasked Estep 
Score: -11713304.000000 Penalty: 3724.143311
	Iteration 43Q: 3 clusters Score -1.17133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -11713310.000000 Penalty: 3724.143311
	Iteration 44Q: 3 clusters Score -1.171331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 94186 members 
Entering Unmasked Estep 
Score: -11713308.000000 Penalty: 3724.143311
	Iteration 45Q: 3 clusters Score -1.171331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 94190 members 
Entering Unmasked Estep 
Score: -11713311.000000 Penalty: 3724.143311
	Iteration 46Q: 3 clusters Score -1.171331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -11713315.000000 Penalty: 3724.143311
	Iteration 47Q: 3 clusters Score -1.171332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -11713309.000000 Penalty: 3724.143311
	Iteration 48Q: 3 clusters Score -1.171331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -11713309.000000 Penalty: 3724.143311
	Iteration 49F: 3 clusters Score -1.171331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Entering Unmasked Estep 
Score: -809736.000000 Penalty: 1428.567017
	Iteration 0F: 2 clusters Score -809736 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 3272 members 
Entering Unmasked Estep 
Score: -804812.062500 Penalty: 2857.134033
	Iteration 0F: 3 clusters Score -804812.1 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -806244.250000 Penalty: 2857.134033
	Iteration 1F: 3 clusters Score -806244.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -806406.812500 Penalty: 2857.134033
	Iteration 2F: 3 clusters Score -806406.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -806504.750000 Penalty: 2857.134033
	Iteration 3Q: 3 clusters Score -806504.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -806578.875000 Penalty: 2857.134033
	Iteration 4Q: 3 clusters Score -806578.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -806631.375000 Penalty: 2857.134033
	Iteration 5Q: 3 clusters Score -806631.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -806675.062500 Penalty: 2857.134033
	Iteration 6Q: 3 clusters Score -806675.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -806732.750000 Penalty: 2857.134033
	Iteration 7Q: 3 clusters Score -806732.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -806782.625000 Penalty: 2857.134033
	Iteration 8Q: 3 clusters Score -806782.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -806843.062500 Penalty: 2857.134033
	Iteration 9Q: 3 clusters Score -806843.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -806907.812500 Penalty: 2857.134033
	Iteration 10Q: 3 clusters Score -806907.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -806985.375000 Penalty: 2857.134033
	Iteration 11Q: 3 clusters Score -806985.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -807070.375000 Penalty: 2857.134033
	Iteration 12Q: 3 clusters Score -807070.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -807184.937500 Penalty: 2857.134033
	Iteration 13Q: 3 clusters Score -807184.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -807322.500000 Penalty: 2857.134033
	Iteration 14Q: 3 clusters Score -807322.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -807464.375000 Penalty: 2857.134033
	Iteration 15Q: 3 clusters Score -807464.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -807621.750000 Penalty: 2857.134033
	Iteration 16Q: 3 clusters Score -807621.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -807777.937500 Penalty: 2857.134033
	Iteration 17Q: 3 clusters Score -807777.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -807938.687500 Penalty: 2857.134033
	Iteration 18Q: 3 clusters Score -807938.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -808068.000000 Penalty: 2857.134033
	Iteration 19Q: 3 clusters Score -808068 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -808195.062500 Penalty: 2857.134033
	Iteration 20F: 3 clusters Score -808195.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -808280.875000 Penalty: 2857.134033
	Iteration 21Q: 3 clusters Score -808280.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -808342.875000 Penalty: 2857.134033
	Iteration 22Q: 3 clusters Score -808342.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -808382.125000 Penalty: 2857.134033
	Iteration 23Q: 3 clusters Score -808382.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -808407.625000 Penalty: 2857.134033
	Iteration 24Q: 3 clusters Score -808407.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -808424.937500 Penalty: 2857.134033
	Iteration 25Q: 3 clusters Score -808424.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -808440.125000 Penalty: 2857.134033
	Iteration 26Q: 3 clusters Score -808440.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -808450.500000 Penalty: 2857.134033
	Iteration 27Q: 3 clusters Score -808450.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -808456.375000 Penalty: 2857.134033
	Iteration 28Q: 3 clusters Score -808456.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -808462.250000 Penalty: 2857.134033
	Iteration 29Q: 3 clusters Score -808462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -808462.937500 Penalty: 2857.134033
	Iteration 30Q: 3 clusters Score -808462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -808465.375000 Penalty: 2857.134033
	Iteration 31Q: 3 clusters Score -808465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -808467.125000 Penalty: 2857.134033
	Iteration 32Q: 3 clusters Score -808467.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -808467.125000 Penalty: 2857.134033
	Iteration 33F: 3 clusters Score -808467.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Entering Unmasked Estep 
Score: -363331.250000 Penalty: 1296.475586
	Iteration 0F: 2 clusters Score -363331.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -360652.406250 Penalty: 2592.951172
	Iteration 0F: 3 clusters Score -360652.4 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -361279.687500 Penalty: 2592.951172
	Iteration 1F: 3 clusters Score -361279.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -361428.062500 Penalty: 2592.951172
	Iteration 2F: 3 clusters Score -361428.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -361539.406250 Penalty: 2592.951172
	Iteration 3F: 3 clusters Score -361539.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -361622.125000 Penalty: 2592.951172
	Iteration 4Q: 3 clusters Score -361622.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -361692.156250 Penalty: 2592.951172
	Iteration 5Q: 3 clusters Score -361692.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -361743.625000 Penalty: 2592.951172
	Iteration 6Q: 3 clusters Score -361743.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -361792.656250 Penalty: 2592.951172
	Iteration 7Q: 3 clusters Score -361792.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -361839.312500 Penalty: 2592.951172
	Iteration 8Q: 3 clusters Score -361839.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -361885.937500 Penalty: 2592.951172
	Iteration 9Q: 3 clusters Score -361885.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -361932.093750 Penalty: 2592.951172
	Iteration 10Q: 3 clusters Score -361932.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -361973.812500 Penalty: 2592.951172
	Iteration 11Q: 3 clusters Score -361973.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -362020.343750 Penalty: 2592.951172
	Iteration 12Q: 3 clusters Score -362020.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -362060.312500 Penalty: 2592.951172
	Iteration 13Q: 3 clusters Score -362060.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -362098.031250 Penalty: 2592.951172
	Iteration 14Q: 3 clusters Score -362098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -362137.687500 Penalty: 2592.951172
	Iteration 15Q: 3 clusters Score -362137.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -362168.875000 Penalty: 2592.951172
	Iteration 16Q: 3 clusters Score -362168.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -362198.531250 Penalty: 2592.951172
	Iteration 17Q: 3 clusters Score -362198.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -362221.437500 Penalty: 2592.951172
	Iteration 18Q: 3 clusters Score -362221.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -362237.968750 Penalty: 2592.951172
	Iteration 19Q: 3 clusters Score -362238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -362251.343750 Penalty: 2592.951172
	Iteration 20F: 3 clusters Score -362251.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -362261.968750 Penalty: 2592.951172
	Iteration 21Q: 3 clusters Score -362262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -362270.843750 Penalty: 2592.951172
	Iteration 22Q: 3 clusters Score -362270.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -362275.656250 Penalty: 2592.951172
	Iteration 23Q: 3 clusters Score -362275.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -362280.843750 Penalty: 2592.951172
	Iteration 24Q: 3 clusters Score -362280.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -362284.812500 Penalty: 2592.951172
	Iteration 25Q: 3 clusters Score -362284.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -362287.375000 Penalty: 2592.951172
	Iteration 26Q: 3 clusters Score -362287.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -362293.250000 Penalty: 2592.951172
	Iteration 27Q: 3 clusters Score -362293.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -362297.000000 Penalty: 2592.951172
	Iteration 28Q: 3 clusters Score -362297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -362299.687500 Penalty: 2592.951172
	Iteration 29Q: 3 clusters Score -362299.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -362301.812500 Penalty: 2592.951172
	Iteration 30Q: 3 clusters Score -362301.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -362303.656250 Penalty: 2592.951172
	Iteration 31Q: 3 clusters Score -362303.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -362305.093750 Penalty: 2592.951172
	Iteration 32Q: 3 clusters Score -362305.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -362310.218750 Penalty: 2592.951172
	Iteration 33Q: 3 clusters Score -362310.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -362314.593750 Penalty: 2592.951172
	Iteration 34Q: 3 clusters Score -362314.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -362320.437500 Penalty: 2592.951172
	Iteration 35Q: 3 clusters Score -362320.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -362330.218750 Penalty: 2592.951172
	Iteration 36Q: 3 clusters Score -362330.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -362337.562500 Penalty: 2592.951172
	Iteration 37Q: 3 clusters Score -362337.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -362346.468750 Penalty: 2592.951172
	Iteration 38Q: 3 clusters Score -362346.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -362352.593750 Penalty: 2592.951172
	Iteration 39Q: 3 clusters Score -362352.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -362355.375000 Penalty: 2592.951172
	Iteration 40F: 3 clusters Score -362355.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -362356.375000 Penalty: 2592.951172
	Iteration 41Q: 3 clusters Score -362356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -362357.687500 Penalty: 2592.951172
	Iteration 42Q: 3 clusters Score -362357.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -362357.875000 Penalty: 2592.951172
	Iteration 43Q: 3 clusters Score -362357.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -362357.875000 Penalty: 2592.951172
	Iteration 44F: 3 clusters Score -362357.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Entering Unmasked Estep 
Score: -321350.718750 Penalty: 1289.067139
	Iteration 0F: 2 clusters Score -321350.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -318830.437500 Penalty: 2578.134277
	Iteration 0F: 3 clusters Score -318830.4 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -319638.843750 Penalty: 2578.134277
	Iteration 1F: 3 clusters Score -319638.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -319996.562500 Penalty: 2578.134277
	Iteration 2F: 3 clusters Score -319996.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -320436.500000 Penalty: 2578.134277
	Iteration 3F: 3 clusters Score -320436.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -320917.156250 Penalty: 2578.134277
	Iteration 4F: 3 clusters Score -320917.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -321180.437500 Penalty: 2578.134277
	Iteration 5F: 3 clusters Score -321180.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -321247.000000 Penalty: 2578.134277
	Iteration 6Q: 3 clusters Score -321247 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -321286.343750 Penalty: 2578.134277
	Iteration 7Q: 3 clusters Score -321286.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -321313.531250 Penalty: 2578.134277
	Iteration 8Q: 3 clusters Score -321313.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -321326.250000 Penalty: 2578.134277
	Iteration 9Q: 3 clusters Score -321326.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -321331.531250 Penalty: 2578.134277
	Iteration 10Q: 3 clusters Score -321331.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -321337.718750 Penalty: 2578.134277
	Iteration 11Q: 3 clusters Score -321337.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -321340.718750 Penalty: 2578.134277
	Iteration 12Q: 3 clusters Score -321340.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -321341.093750 Penalty: 2578.134277
	Iteration 13Q: 3 clusters Score -321341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -321341.781250 Penalty: 2578.134277
	Iteration 14Q: 3 clusters Score -321341.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -321342.312500 Penalty: 2578.134277
	Iteration 15Q: 3 clusters Score -321342.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -321343.718750 Penalty: 2578.134277
	Iteration 16Q: 3 clusters Score -321343.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -321343.718750 Penalty: 2578.134277
	Iteration 17F: 3 clusters Score -321343.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -108718.851562 Penalty: 1108.252686
	Iteration 0F: 2 clusters Score -108718.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -107362.445312 Penalty: 2216.505371
	Iteration 0F: 3 clusters Score -107362.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -107618.140625 Penalty: 2216.505371
	Iteration 1F: 3 clusters Score -107618.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -107663.851562 Penalty: 2216.505371
	Iteration 2F: 3 clusters Score -107663.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -107677.039062 Penalty: 2216.505371
	Iteration 3Q: 3 clusters Score -107677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -107684.523438 Penalty: 2216.505371
	Iteration 4Q: 3 clusters Score -107684.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -107690.421875 Penalty: 2216.505371
	Iteration 5Q: 3 clusters Score -107690.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -107694.281250 Penalty: 2216.505371
	Iteration 6Q: 3 clusters Score -107694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -107696.179688 Penalty: 2216.505371
	Iteration 7Q: 3 clusters Score -107696.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -107701.117188 Penalty: 2216.505371
	Iteration 8Q: 3 clusters Score -107701.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -107702.546875 Penalty: 2216.505371
	Iteration 9Q: 3 clusters Score -107702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -107703.570312 Penalty: 2216.505371
	Iteration 10Q: 3 clusters Score -107703.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -107704.187500 Penalty: 2216.505371
	Iteration 11Q: 3 clusters Score -107704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -107705.734375 Penalty: 2216.505371
	Iteration 12Q: 3 clusters Score -107705.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -107706.648438 Penalty: 2216.505371
	Iteration 13Q: 3 clusters Score -107706.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -107707.054688 Penalty: 2216.505371
	Iteration 14Q: 3 clusters Score -107707.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -107708.257812 Penalty: 2216.505371
	Iteration 15Q: 3 clusters Score -107708.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -107708.570312 Penalty: 2216.505371
	Iteration 16Q: 3 clusters Score -107708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -107709.437500 Penalty: 2216.505371
	Iteration 17Q: 3 clusters Score -107709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -107710.046875 Penalty: 2216.505371
	Iteration 18Q: 3 clusters Score -107710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -107710.046875 Penalty: 2216.505371
	Iteration 19F: 3 clusters Score -107710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Entering Unmasked Estep 
Score: -2672467.000000 Penalty: 1626.808716
	Iteration 0F: 2 clusters Score -2672467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2657365.250000 Penalty: 3253.617432
	Iteration 0F: 3 clusters Score -2657365 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2662727.500000 Penalty: 3253.617432
	Iteration 1F: 3 clusters Score -2662728 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2663046.000000 Penalty: 3253.617432
	Iteration 2Q: 3 clusters Score -2663046 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2663346.000000 Penalty: 3253.617432
	Iteration 3Q: 3 clusters Score -2663346 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2663663.250000 Penalty: 3253.617432
	Iteration 4Q: 3 clusters Score -2663663 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2664015.000000 Penalty: 3253.617432
	Iteration 5Q: 3 clusters Score -2664015 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2664523.500000 Penalty: 3253.617432
	Iteration 6Q: 3 clusters Score -2664524 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2665198.250000 Penalty: 3253.617432
	Iteration 7F: 3 clusters Score -2665198 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2666057.500000 Penalty: 3253.617432
	Iteration 8F: 3 clusters Score -2666058 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2666995.750000 Penalty: 3253.617432
	Iteration 9F: 3 clusters Score -2666996 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2667852.000000 Penalty: 3253.617432
	Iteration 10F: 3 clusters Score -2667852 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2668605.500000 Penalty: 3253.617432
	Iteration 11Q: 3 clusters Score -2668606 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2669371.500000 Penalty: 3253.617432
	Iteration 12Q: 3 clusters Score -2669372 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2670181.250000 Penalty: 3253.617432
	Iteration 13Q: 3 clusters Score -2670181 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2670578.500000 Penalty: 3253.617432
	Iteration 14Q: 3 clusters Score -2670578 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2670760.000000 Penalty: 3253.617432
	Iteration 15Q: 3 clusters Score -2670760 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2670870.000000 Penalty: 3253.617432
	Iteration 16Q: 3 clusters Score -2670870 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2670941.750000 Penalty: 3253.617432
	Iteration 17Q: 3 clusters Score -2670942 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2670990.250000 Penalty: 3253.617432
	Iteration 18Q: 3 clusters Score -2670990 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2671025.250000 Penalty: 3253.617432
	Iteration 19Q: 3 clusters Score -2671025 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2671061.750000 Penalty: 3253.617432
	Iteration 20F: 3 clusters Score -2671062 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2671084.750000 Penalty: 3253.617432
	Iteration 21Q: 3 clusters Score -2671085 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2671094.500000 Penalty: 3253.617432
	Iteration 22Q: 3 clusters Score -2671094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2671104.000000 Penalty: 3253.617432
	Iteration 23Q: 3 clusters Score -2671104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2671114.000000 Penalty: 3253.617432
	Iteration 24Q: 3 clusters Score -2671114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2671125.500000 Penalty: 3253.617432
	Iteration 25Q: 3 clusters Score -2671126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2671150.000000 Penalty: 3253.617432
	Iteration 26Q: 3 clusters Score -2671150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2671147.500000 Penalty: 3253.617432
	Iteration 27Q: 3 clusters Score -2671148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2671150.000000 Penalty: 3253.617432
	Iteration 28Q: 3 clusters Score -2671150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2671159.000000 Penalty: 3253.617432
	Iteration 29Q: 3 clusters Score -2671159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2671167.500000 Penalty: 3253.617432
	Iteration 30Q: 3 clusters Score -2671168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2671177.500000 Penalty: 3253.617432
	Iteration 31Q: 3 clusters Score -2671178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2671180.500000 Penalty: 3253.617432
	Iteration 32Q: 3 clusters Score -2671180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2671187.250000 Penalty: 3253.617432
	Iteration 33Q: 3 clusters Score -2671187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2671191.500000 Penalty: 3253.617432
	Iteration 34Q: 3 clusters Score -2671192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2671193.000000 Penalty: 3253.617432
	Iteration 35Q: 3 clusters Score -2671193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2671188.750000 Penalty: 3253.617432
	Iteration 36Q: 3 clusters Score -2671189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2671192.750000 Penalty: 3253.617432
	Iteration 37Q: 3 clusters Score -2671193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2671191.250000 Penalty: 3253.617432
	Iteration 38Q: 3 clusters Score -2671191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2671193.250000 Penalty: 3253.617432
	Iteration 39Q: 3 clusters Score -2671193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2671192.250000 Penalty: 3253.617432
	Iteration 40F: 3 clusters Score -2671192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2671192.000000 Penalty: 3253.617432
	Iteration 41Q: 3 clusters Score -2671192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2671190.500000 Penalty: 3253.617432
	Iteration 42Q: 3 clusters Score -2671190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2671190.500000 Penalty: 3253.617432
	Iteration 43Q: 3 clusters Score -2671190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2671195.500000 Penalty: 3253.617432
	Iteration 44Q: 3 clusters Score -2671196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2671192.500000 Penalty: 3253.617432
	Iteration 45Q: 3 clusters Score -2671192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2671196.000000 Penalty: 3253.617432
	Iteration 46Q: 3 clusters Score -2671196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2671196.750000 Penalty: 3253.617432
	Iteration 47Q: 3 clusters Score -2671197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2671200.750000 Penalty: 3253.617432
	Iteration 48Q: 3 clusters Score -2671201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2671197.750000 Penalty: 3253.617432
	Iteration 49Q: 3 clusters Score -2671198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2671199.750000 Penalty: 3253.617432
	Iteration 50Q: 3 clusters Score -2671200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2671200.750000 Penalty: 3253.617432
	Iteration 51Q: 3 clusters Score -2671201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2671204.250000 Penalty: 3253.617432
	Iteration 52Q: 3 clusters Score -2671204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2671208.500000 Penalty: 3253.617432
	Iteration 53Q: 3 clusters Score -2671208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2671204.500000 Penalty: 3253.617432
	Iteration 54Q: 3 clusters Score -2671204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2671202.750000 Penalty: 3253.617432
	Iteration 55Q: 3 clusters Score -2671203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2671201.750000 Penalty: 3253.617432
	Iteration 56Q: 3 clusters Score -2671202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2671205.250000 Penalty: 3253.617432
	Iteration 57Q: 3 clusters Score -2671205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2671206.000000 Penalty: 3253.617432
	Iteration 58Q: 3 clusters Score -2671206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2671203.250000 Penalty: 3253.617432
	Iteration 59Q: 3 clusters Score -2671203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2671202.750000 Penalty: 3253.617432
	Iteration 60F: 3 clusters Score -2671203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2671202.250000 Penalty: 3253.617432
	Iteration 61Q: 3 clusters Score -2671202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2671204.750000 Penalty: 3253.617432
	Iteration 62Q: 3 clusters Score -2671205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2671205.000000 Penalty: 3253.617432
	Iteration 63Q: 3 clusters Score -2671205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2671205.000000 Penalty: 3253.617432
	Iteration 64Q: 3 clusters Score -2671205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2671207.500000 Penalty: 3253.617432
	Iteration 65Q: 3 clusters Score -2671208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2671207.250000 Penalty: 3253.617432
	Iteration 66Q: 3 clusters Score -2671207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2671204.000000 Penalty: 3253.617432
	Iteration 67Q: 3 clusters Score -2671204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2671205.000000 Penalty: 3253.617432
	Iteration 68Q: 3 clusters Score -2671205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2671205.250000 Penalty: 3253.617432
	Iteration 69Q: 3 clusters Score -2671205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2671206.250000 Penalty: 3253.617432
	Iteration 70Q: 3 clusters Score -2671206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2671206.500000 Penalty: 3253.617432
	Iteration 71Q: 3 clusters Score -2671206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2671204.500000 Penalty: 3253.617432
	Iteration 72Q: 3 clusters Score -2671204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2671206.250000 Penalty: 3253.617432
	Iteration 73Q: 3 clusters Score -2671206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2671206.750000 Penalty: 3253.617432
	Iteration 74Q: 3 clusters Score -2671207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2671208.250000 Penalty: 3253.617432
	Iteration 75Q: 3 clusters Score -2671208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2671208.500000 Penalty: 3253.617432
	Iteration 76Q: 3 clusters Score -2671208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2671208.250000 Penalty: 3253.617432
	Iteration 77Q: 3 clusters Score -2671208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2671208.250000 Penalty: 3253.617432
	Iteration 78Q: 3 clusters Score -2671208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2671210.000000 Penalty: 3253.617432
	Iteration 79Q: 3 clusters Score -2671210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2671216.000000 Penalty: 3253.617432
	Iteration 80F: 3 clusters Score -2671216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2671212.500000 Penalty: 3253.617432
	Iteration 81Q: 3 clusters Score -2671212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2671216.000000 Penalty: 3253.617432
	Iteration 82Q: 3 clusters Score -2671216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2671214.250000 Penalty: 3253.617432
	Iteration 83Q: 3 clusters Score -2671214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2671213.000000 Penalty: 3253.617432
	Iteration 84Q: 3 clusters Score -2671213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2671213.000000 Penalty: 3253.617432
	Iteration 85Q: 3 clusters Score -2671213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2671214.500000 Penalty: 3253.617432
	Iteration 86Q: 3 clusters Score -2671214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2671214.500000 Penalty: 3253.617432
	Iteration 87F: 3 clusters Score -2671214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Entering Unmasked Estep 
Score: -6980642.500000 Penalty: 1776.798096
	Iteration 0F: 2 clusters Score -6980642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -6943395.000000 Penalty: 3553.596191
	Iteration 0F: 3 clusters Score -6943395 nChanged 26432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -6958679.500000 Penalty: 3553.596191
	Iteration 1F: 3 clusters Score -6958680 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -6959923.500000 Penalty: 3553.596191
	Iteration 2F: 3 clusters Score -6959924 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -6961782.500000 Penalty: 3553.596191
	Iteration 3F: 3 clusters Score -6961782 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -6964667.000000 Penalty: 3553.596191
	Iteration 4F: 3 clusters Score -6964667 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -6968546.000000 Penalty: 3553.596191
	Iteration 5F: 3 clusters Score -6968546 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -6972399.000000 Penalty: 3553.596191
	Iteration 6F: 3 clusters Score -6972399 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -6975173.000000 Penalty: 3553.596191
	Iteration 7F: 3 clusters Score -6975173 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -6976632.000000 Penalty: 3553.596191
	Iteration 8Q: 3 clusters Score -6976632 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -6977323.500000 Penalty: 3553.596191
	Iteration 9Q: 3 clusters Score -6977324 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -6977720.000000 Penalty: 3553.596191
	Iteration 10Q: 3 clusters Score -6977720 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -6977935.000000 Penalty: 3553.596191
	Iteration 11Q: 3 clusters Score -6977935 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 52344 members 
Entering Unmasked Estep 
Score: -6978194.000000 Penalty: 3553.596191
	Iteration 12Q: 3 clusters Score -6978194 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -6978418.500000 Penalty: 3553.596191
	Iteration 13Q: 3 clusters Score -6978418 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -6978581.000000 Penalty: 3553.596191
	Iteration 14Q: 3 clusters Score -6978581 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -6978711.500000 Penalty: 3553.596191
	Iteration 15Q: 3 clusters Score -6978712 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -6978811.500000 Penalty: 3553.596191
	Iteration 16Q: 3 clusters Score -6978812 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -6978904.500000 Penalty: 3553.596191
	Iteration 17Q: 3 clusters Score -6978904 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -6978953.000000 Penalty: 3553.596191
	Iteration 18Q: 3 clusters Score -6978953 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -6979020.500000 Penalty: 3553.596191
	Iteration 19Q: 3 clusters Score -6979020 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -6979053.500000 Penalty: 3553.596191
	Iteration 20F: 3 clusters Score -6979054 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -6979071.500000 Penalty: 3553.596191
	Iteration 21Q: 3 clusters Score -6979072 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -6979086.500000 Penalty: 3553.596191
	Iteration 22Q: 3 clusters Score -6979086 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -6979113.000000 Penalty: 3553.596191
	Iteration 23Q: 3 clusters Score -6979113 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -6979129.000000 Penalty: 3553.596191
	Iteration 24Q: 3 clusters Score -6979129 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 54876 members 
Entering Unmasked Estep 
Score: -6979147.000000 Penalty: 3553.596191
	Iteration 25Q: 3 clusters Score -6979147 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -6979165.500000 Penalty: 3553.596191
	Iteration 26Q: 3 clusters Score -6979166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -6979178.500000 Penalty: 3553.596191
	Iteration 27Q: 3 clusters Score -6979178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -6979188.000000 Penalty: 3553.596191
	Iteration 28Q: 3 clusters Score -6979188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -6979190.000000 Penalty: 3553.596191
	Iteration 29Q: 3 clusters Score -6979190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 55051 members 
Entering Unmasked Estep 
Score: -6979203.500000 Penalty: 3553.596191
	Iteration 30Q: 3 clusters Score -6979204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 55071 members 
Entering Unmasked Estep 
Score: -6979210.000000 Penalty: 3553.596191
	Iteration 31Q: 3 clusters Score -6979210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -6979224.000000 Penalty: 3553.596191
	Iteration 32Q: 3 clusters Score -6979224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -6979235.000000 Penalty: 3553.596191
	Iteration 33Q: 3 clusters Score -6979235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -6979235.000000 Penalty: 3553.596191
	Iteration 34Q: 3 clusters Score -6979235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 55124 members 
Entering Unmasked Estep 
Score: -6979238.000000 Penalty: 3553.596191
	Iteration 35Q: 3 clusters Score -6979238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -6979234.500000 Penalty: 3553.596191
	Iteration 36Q: 3 clusters Score -6979234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -6979233.000000 Penalty: 3553.596191
	Iteration 37Q: 3 clusters Score -6979233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -6979233.000000 Penalty: 3553.596191
	Iteration 38Q: 3 clusters Score -6979233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -6979232.500000 Penalty: 3553.596191
	Iteration 39Q: 3 clusters Score -6979232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 55133 members 
Entering Unmasked Estep 
Score: -6979234.000000 Penalty: 3553.596191
	Iteration 40F: 3 clusters Score -6979234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -6979230.000000 Penalty: 3553.596191
	Iteration 41Q: 3 clusters Score -6979230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -6979231.000000 Penalty: 3553.596191
	Iteration 42Q: 3 clusters Score -6979231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -6979230.500000 Penalty: 3553.596191
	Iteration 43Q: 3 clusters Score -6979230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -6979232.000000 Penalty: 3553.596191
	Iteration 44Q: 3 clusters Score -6979232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -6979236.500000 Penalty: 3553.596191
	Iteration 45Q: 3 clusters Score -6979236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -6979233.500000 Penalty: 3553.596191
	Iteration 46Q: 3 clusters Score -6979234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -6979227.000000 Penalty: 3553.596191
	Iteration 47Q: 3 clusters Score -6979227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -6979234.500000 Penalty: 3553.596191
	Iteration 48Q: 3 clusters Score -6979234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -6979233.000000 Penalty: 3553.596191
	Iteration 49Q: 3 clusters Score -6979233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -6979234.000000 Penalty: 3553.596191
	Iteration 50Q: 3 clusters Score -6979234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -6979234.000000 Penalty: 3553.596191
	Iteration 51F: 3 clusters Score -6979234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80149 members 
Mstep: Class 2 contains 43344 members 
Mstep: Class 3 contains 86228 members 
Mstep: Class 4 contains 45187 members 
Mstep: Class 5 contains 6388 members 
Mstep: Class 6 contains 70210 members 
Mstep: Class 7 contains 60964 members 
Mstep: Class 8 contains 38086 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 94741 members 
Mstep: Class 11 contains 6576 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 2787 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22273 members 
Mstep: Class 19 contains 56058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574952.000000 Penalty: 34682.753906
Iteration 439Q: 17 clusters Score -7.557495e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80140 members 
Mstep: Class 2 contains 43343 members 
Mstep: Class 3 contains 86232 members 
Mstep: Class 4 contains 45173 members 
Mstep: Class 5 contains 6402 members 
Mstep: Class 6 contains 70221 members 
Mstep: Class 7 contains 60962 members 
Mstep: Class 8 contains 38078 members 
Mstep: Class 9 contains 4447 members 
Mstep: Class 10 contains 94734 members 
Mstep: Class 11 contains 6561 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 2801 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22279 members 
Mstep: Class 19 contains 56048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574920.000000 Penalty: 34682.753906
Iteration 440F: 17 clusters Score -7.557492e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80133 members 
Mstep: Class 2 contains 43344 members 
Mstep: Class 3 contains 86228 members 
Mstep: Class 4 contains 45165 members 
Mstep: Class 5 contains 6412 members 
Mstep: Class 6 contains 70223 members 
Mstep: Class 7 contains 60956 members 
Mstep: Class 8 contains 38075 members 
Mstep: Class 9 contains 4459 members 
Mstep: Class 10 contains 94737 members 
Mstep: Class 11 contains 6555 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 2819 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22272 members 
Mstep: Class 19 contains 56043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574968.000000 Penalty: 34682.753906
Iteration 441Q: 17 clusters Score -7.557497e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80124 members 
Mstep: Class 2 contains 43341 members 
Mstep: Class 3 contains 86208 members 
Mstep: Class 4 contains 45155 members 
Mstep: Class 5 contains 6418 members 
Mstep: Class 6 contains 70226 members 
Mstep: Class 7 contains 60957 members 
Mstep: Class 8 contains 38071 members 
Mstep: Class 9 contains 4478 members 
Mstep: Class 10 contains 94748 members 
Mstep: Class 11 contains 6550 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22266 members 
Mstep: Class 19 contains 56041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574952.000000 Penalty: 34682.753906
Iteration 442Q: 17 clusters Score -7.557495e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80113 members 
Mstep: Class 2 contains 43341 members 
Mstep: Class 3 contains 86197 members 
Mstep: Class 4 contains 45141 members 
Mstep: Class 5 contains 6425 members 
Mstep: Class 6 contains 70238 members 
Mstep: Class 7 contains 60961 members 
Mstep: Class 8 contains 38068 members 
Mstep: Class 9 contains 4487 members 
Mstep: Class 10 contains 94738 members 
Mstep: Class 11 contains 6547 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 2851 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22267 members 
Mstep: Class 19 contains 56047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574904.000000 Penalty: 34682.753906
Iteration 443Q: 17 clusters Score -7.55749e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80109 members 
Mstep: Class 2 contains 43339 members 
Mstep: Class 3 contains 86198 members 
Mstep: Class 4 contains 45132 members 
Mstep: Class 5 contains 6439 members 
Mstep: Class 6 contains 70246 members 
Mstep: Class 7 contains 60966 members 
Mstep: Class 8 contains 38060 members 
Mstep: Class 9 contains 4494 members 
Mstep: Class 10 contains 94725 members 
Mstep: Class 11 contains 6541 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 2866 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22259 members 
Mstep: Class 19 contains 56047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574928.000000 Penalty: 34682.753906
Iteration 444Q: 17 clusters Score -7.557493e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80106 members 
Mstep: Class 2 contains 43337 members 
Mstep: Class 3 contains 86181 members 
Mstep: Class 4 contains 45121 members 
Mstep: Class 5 contains 6449 members 
Mstep: Class 6 contains 70250 members 
Mstep: Class 7 contains 60972 members 
Mstep: Class 8 contains 38050 members 
Mstep: Class 9 contains 4512 members 
Mstep: Class 10 contains 94730 members 
Mstep: Class 11 contains 6538 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 2885 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22246 members 
Mstep: Class 19 contains 56044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574856.000000 Penalty: 34682.753906
Iteration 445Q: 17 clusters Score -7.557486e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80099 members 
Mstep: Class 2 contains 43341 members 
Mstep: Class 3 contains 86178 members 
Mstep: Class 4 contains 45117 members 
Mstep: Class 5 contains 6461 members 
Mstep: Class 6 contains 70255 members 
Mstep: Class 7 contains 60976 members 
Mstep: Class 8 contains 38047 members 
Mstep: Class 9 contains 4524 members 
Mstep: Class 10 contains 94713 members 
Mstep: Class 11 contains 6537 members 
Mstep: Class 12 contains 2916 members 
Mstep: Class 13 contains 2898 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22240 members 
Mstep: Class 19 contains 56036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575032.000000 Penalty: 34682.753906
Iteration 446Q: 17 clusters Score -7.557503e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80089 members 
Mstep: Class 2 contains 43342 members 
Mstep: Class 3 contains 86182 members 
Mstep: Class 4 contains 45109 members 
Mstep: Class 5 contains 6477 members 
Mstep: Class 6 contains 70253 members 
Mstep: Class 7 contains 60977 members 
Mstep: Class 8 contains 38038 members 
Mstep: Class 9 contains 4540 members 
Mstep: Class 10 contains 94703 members 
Mstep: Class 11 contains 6533 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22234 members 
Mstep: Class 19 contains 56036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574832.000000 Penalty: 34682.753906
Iteration 447Q: 17 clusters Score -7.557483e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80076 members 
Mstep: Class 2 contains 43337 members 
Mstep: Class 3 contains 86175 members 
Mstep: Class 4 contains 45099 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 70259 members 
Mstep: Class 7 contains 60977 members 
Mstep: Class 8 contains 38035 members 
Mstep: Class 9 contains 4559 members 
Mstep: Class 10 contains 94702 members 
Mstep: Class 11 contains 6527 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 2923 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22232 members 
Mstep: Class 19 contains 56038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574904.000000 Penalty: 34682.753906
Iteration 448Q: 17 clusters Score -7.55749e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80062 members 
Mstep: Class 2 contains 43330 members 
Mstep: Class 3 contains 86174 members 
Mstep: Class 4 contains 45091 members 
Mstep: Class 5 contains 6499 members 
Mstep: Class 6 contains 70261 members 
Mstep: Class 7 contains 60973 members 
Mstep: Class 8 contains 38029 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 94717 members 
Mstep: Class 11 contains 6520 members 
Mstep: Class 12 contains 2912 members 
Mstep: Class 13 contains 2932 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22227 members 
Mstep: Class 19 contains 56035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574848.000000 Penalty: 34682.753906
Iteration 449Q: 17 clusters Score -7.557485e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80058 members 
Mstep: Class 2 contains 43333 members 
Mstep: Class 3 contains 86172 members 
Mstep: Class 4 contains 45085 members 
Mstep: Class 5 contains 6509 members 
Mstep: Class 6 contains 70260 members 
Mstep: Class 7 contains 60970 members 
Mstep: Class 8 contains 38024 members 
Mstep: Class 9 contains 4593 members 
Mstep: Class 10 contains 94717 members 
Mstep: Class 11 contains 6509 members 
Mstep: Class 12 contains 2911 members 
Mstep: Class 13 contains 2942 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22220 members 
Mstep: Class 19 contains 56035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574800.000000 Penalty: 34682.753906
Iteration 450Q: 17 clusters Score -7.55748e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80051 members 
Mstep: Class 2 contains 43338 members 
Mstep: Class 3 contains 86172 members 
Mstep: Class 4 contains 45074 members 
Mstep: Class 5 contains 6517 members 
Mstep: Class 6 contains 70266 members 
Mstep: Class 7 contains 60976 members 
Mstep: Class 8 contains 38017 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 94700 members 
Mstep: Class 11 contains 6498 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 2949 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22224 members 
Mstep: Class 19 contains 56036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574792.000000 Penalty: 34682.753906
Iteration 451Q: 17 clusters Score -7.557479e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80050 members 
Mstep: Class 2 contains 43331 members 
Mstep: Class 3 contains 86181 members 
Mstep: Class 4 contains 45060 members 
Mstep: Class 5 contains 6527 members 
Mstep: Class 6 contains 70266 members 
Mstep: Class 7 contains 60972 members 
Mstep: Class 8 contains 38014 members 
Mstep: Class 9 contains 4621 members 
Mstep: Class 10 contains 94686 members 
Mstep: Class 11 contains 6489 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 2960 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22223 members 
Mstep: Class 19 contains 56048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574888.000000 Penalty: 34682.753906
Iteration 452Q: 17 clusters Score -7.557489e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80055 members 
Mstep: Class 2 contains 43331 members 
Mstep: Class 3 contains 86188 members 
Mstep: Class 4 contains 45046 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 70270 members 
Mstep: Class 7 contains 60964 members 
Mstep: Class 8 contains 38014 members 
Mstep: Class 9 contains 4626 members 
Mstep: Class 10 contains 94661 members 
Mstep: Class 11 contains 6479 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 2969 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22229 members 
Mstep: Class 19 contains 56063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574840.000000 Penalty: 34682.753906
Iteration 453Q: 17 clusters Score -7.557484e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80051 members 
Mstep: Class 2 contains 43332 members 
Mstep: Class 3 contains 86182 members 
Mstep: Class 4 contains 45039 members 
Mstep: Class 5 contains 6539 members 
Mstep: Class 6 contains 70275 members 
Mstep: Class 7 contains 60963 members 
Mstep: Class 8 contains 38012 members 
Mstep: Class 9 contains 4634 members 
Mstep: Class 10 contains 94649 members 
Mstep: Class 11 contains 6469 members 
Mstep: Class 12 contains 2909 members 
Mstep: Class 13 contains 2983 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22232 members 
Mstep: Class 19 contains 56069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574904.000000 Penalty: 34682.753906
Iteration 454Q: 17 clusters Score -7.55749e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 43334 members 
Mstep: Class 3 contains 86181 members 
Mstep: Class 4 contains 45041 members 
Mstep: Class 5 contains 6542 members 
Mstep: Class 6 contains 70282 members 
Mstep: Class 7 contains 60965 members 
Mstep: Class 8 contains 38007 members 
Mstep: Class 9 contains 4638 members 
Mstep: Class 10 contains 94648 members 
Mstep: Class 11 contains 6457 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22233 members 
Mstep: Class 19 contains 56064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574976.000000 Penalty: 34682.753906
Iteration 455Q: 17 clusters Score -7.557498e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80034 members 
Mstep: Class 2 contains 43340 members 
Mstep: Class 3 contains 86177 members 
Mstep: Class 4 contains 45035 members 
Mstep: Class 5 contains 6548 members 
Mstep: Class 6 contains 70282 members 
Mstep: Class 7 contains 60969 members 
Mstep: Class 8 contains 38008 members 
Mstep: Class 9 contains 4651 members 
Mstep: Class 10 contains 94638 members 
Mstep: Class 11 contains 6445 members 
Mstep: Class 12 contains 2903 members 
Mstep: Class 13 contains 3010 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22233 members 
Mstep: Class 19 contains 56065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574984.000000 Penalty: 34682.753906
Iteration 456Q: 17 clusters Score -7.557498e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 43346 members 
Mstep: Class 3 contains 86175 members 
Mstep: Class 4 contains 45034 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 70288 members 
Mstep: Class 7 contains 60969 members 
Mstep: Class 8 contains 38002 members 
Mstep: Class 9 contains 4650 members 
Mstep: Class 10 contains 94633 members 
Mstep: Class 11 contains 6436 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 3018 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22235 members 
Mstep: Class 19 contains 56072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575032.000000 Penalty: 34682.753906
Iteration 457Q: 17 clusters Score -7.557503e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80028 members 
Mstep: Class 2 contains 43356 members 
Mstep: Class 3 contains 86168 members 
Mstep: Class 4 contains 45035 members 
Mstep: Class 5 contains 6554 members 
Mstep: Class 6 contains 70290 members 
Mstep: Class 7 contains 60972 members 
Mstep: Class 8 contains 37999 members 
Mstep: Class 9 contains 4661 members 
Mstep: Class 10 contains 94618 members 
Mstep: Class 11 contains 6415 members 
Mstep: Class 12 contains 2894 members 
Mstep: Class 13 contains 3024 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22247 members 
Mstep: Class 19 contains 56077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574880.000000 Penalty: 34682.753906
Iteration 458Q: 17 clusters Score -7.557488e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80028 members 
Mstep: Class 2 contains 43363 members 
Mstep: Class 3 contains 86160 members 
Mstep: Class 4 contains 45032 members 
Mstep: Class 5 contains 6556 members 
Mstep: Class 6 contains 70294 members 
Mstep: Class 7 contains 60980 members 
Mstep: Class 8 contains 38000 members 
Mstep: Class 9 contains 4673 members 
Mstep: Class 10 contains 94596 members 
Mstep: Class 11 contains 6400 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 3030 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22260 members 
Mstep: Class 19 contains 56075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575016.000000 Penalty: 34682.753906
Iteration 459Q: 17 clusters Score -7.557502e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 43373 members 
Mstep: Class 3 contains 86153 members 
Mstep: Class 4 contains 45032 members 
Mstep: Class 5 contains 6561 members 
Mstep: Class 6 contains 70289 members 
Mstep: Class 7 contains 60984 members 
Mstep: Class 8 contains 38000 members 
Mstep: Class 9 contains 4685 members 
Mstep: Class 10 contains 94575 members 
Mstep: Class 11 contains 6383 members 
Mstep: Class 12 contains 2886 members 
Mstep: Class 13 contains 3038 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22275 members 
Mstep: Class 19 contains 56074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574968.000000 Penalty: 34682.753906
Iteration 460F: 17 clusters Score -7.557497e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80025 members 
Mstep: Class 2 contains 43374 members 
Mstep: Class 3 contains 86132 members 
Mstep: Class 4 contains 45030 members 
Mstep: Class 5 contains 6565 members 
Mstep: Class 6 contains 70295 members 
Mstep: Class 7 contains 60994 members 
Mstep: Class 8 contains 38000 members 
Mstep: Class 9 contains 4702 members 
Mstep: Class 10 contains 94563 members 
Mstep: Class 11 contains 6371 members 
Mstep: Class 12 contains 2881 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22285 members 
Mstep: Class 19 contains 56074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574960.000000 Penalty: 34682.753906
Iteration 461Q: 17 clusters Score -7.557496e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80015 members 
Mstep: Class 2 contains 43370 members 
Mstep: Class 3 contains 86127 members 
Mstep: Class 4 contains 45027 members 
Mstep: Class 5 contains 6572 members 
Mstep: Class 6 contains 70297 members 
Mstep: Class 7 contains 60998 members 
Mstep: Class 8 contains 38002 members 
Mstep: Class 9 contains 4714 members 
Mstep: Class 10 contains 94567 members 
Mstep: Class 11 contains 6362 members 
Mstep: Class 12 contains 2875 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22280 members 
Mstep: Class 19 contains 56072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574920.000000 Penalty: 34682.753906
Iteration 462Q: 17 clusters Score -7.557492e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 43371 members 
Mstep: Class 3 contains 86128 members 
Mstep: Class 4 contains 45020 members 
Mstep: Class 5 contains 6577 members 
Mstep: Class 6 contains 70295 members 
Mstep: Class 7 contains 60996 members 
Mstep: Class 8 contains 38003 members 
Mstep: Class 9 contains 4714 members 
Mstep: Class 10 contains 94563 members 
Mstep: Class 11 contains 6359 members 
Mstep: Class 12 contains 2873 members 
Mstep: Class 13 contains 3073 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22280 members 
Mstep: Class 19 contains 56078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574976.000000 Penalty: 34682.753906
Iteration 463Q: 17 clusters Score -7.557498e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 43376 members 
Mstep: Class 3 contains 86123 members 
Mstep: Class 4 contains 45011 members 
Mstep: Class 5 contains 6580 members 
Mstep: Class 6 contains 70292 members 
Mstep: Class 7 contains 60992 members 
Mstep: Class 8 contains 38007 members 
Mstep: Class 9 contains 4728 members 
Mstep: Class 10 contains 94546 members 
Mstep: Class 11 contains 6354 members 
Mstep: Class 12 contains 2873 members 
Mstep: Class 13 contains 3084 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22290 members 
Mstep: Class 19 contains 56076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574984.000000 Penalty: 34682.753906
Iteration 464Q: 17 clusters Score -7.557498e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80005 members 
Mstep: Class 2 contains 43375 members 
Mstep: Class 3 contains 86121 members 
Mstep: Class 4 contains 45009 members 
Mstep: Class 5 contains 6581 members 
Mstep: Class 6 contains 70290 members 
Mstep: Class 7 contains 60986 members 
Mstep: Class 8 contains 38012 members 
Mstep: Class 9 contains 4748 members 
Mstep: Class 10 contains 94533 members 
Mstep: Class 11 contains 6345 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 3096 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22290 members 
Mstep: Class 19 contains 56078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575008.000000 Penalty: 34682.753906
Iteration 465Q: 17 clusters Score -7.557501e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 43383 members 
Mstep: Class 3 contains 86115 members 
Mstep: Class 4 contains 45013 members 
Mstep: Class 5 contains 6583 members 
Mstep: Class 6 contains 70284 members 
Mstep: Class 7 contains 60983 members 
Mstep: Class 8 contains 38009 members 
Mstep: Class 9 contains 4764 members 
Mstep: Class 10 contains 94521 members 
Mstep: Class 11 contains 6336 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 3105 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22297 members 
Mstep: Class 19 contains 56080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574976.000000 Penalty: 34682.753906
Iteration 466Q: 17 clusters Score -7.557498e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79991 members 
Mstep: Class 2 contains 43391 members 
Mstep: Class 3 contains 86121 members 
Mstep: Class 4 contains 45014 members 
Mstep: Class 5 contains 6584 members 
Mstep: Class 6 contains 70276 members 
Mstep: Class 7 contains 60975 members 
Mstep: Class 8 contains 38010 members 
Mstep: Class 9 contains 4780 members 
Mstep: Class 10 contains 94507 members 
Mstep: Class 11 contains 6330 members 
Mstep: Class 12 contains 2854 members 
Mstep: Class 13 contains 3118 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22302 members 
Mstep: Class 19 contains 56085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574960.000000 Penalty: 34682.753906
Iteration 467Q: 17 clusters Score -7.557496e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79990 members 
Mstep: Class 2 contains 43390 members 
Mstep: Class 3 contains 86115 members 
Mstep: Class 4 contains 45007 members 
Mstep: Class 5 contains 6585 members 
Mstep: Class 6 contains 70280 members 
Mstep: Class 7 contains 60965 members 
Mstep: Class 8 contains 38010 members 
Mstep: Class 9 contains 4801 members 
Mstep: Class 10 contains 94500 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 2852 members 
Mstep: Class 13 contains 3131 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22302 members 
Mstep: Class 19 contains 56094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574896.000000 Penalty: 34682.753906
Iteration 468Q: 17 clusters Score -7.55749e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 43394 members 
Mstep: Class 3 contains 86105 members 
Mstep: Class 4 contains 45005 members 
Mstep: Class 5 contains 6589 members 
Mstep: Class 6 contains 70285 members 
Mstep: Class 7 contains 60951 members 
Mstep: Class 8 contains 38011 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 94503 members 
Mstep: Class 11 contains 6297 members 
Mstep: Class 12 contains 2849 members 
Mstep: Class 13 contains 3146 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22308 members 
Mstep: Class 19 contains 56103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574952.000000 Penalty: 34682.753906
Iteration 469Q: 17 clusters Score -7.557495e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 43395 members 
Mstep: Class 3 contains 86076 members 
Mstep: Class 4 contains 45005 members 
Mstep: Class 5 contains 6594 members 
Mstep: Class 6 contains 70287 members 
Mstep: Class 7 contains 60941 members 
Mstep: Class 8 contains 38009 members 
Mstep: Class 9 contains 4842 members 
Mstep: Class 10 contains 94507 members 
Mstep: Class 11 contains 6279 members 
Mstep: Class 12 contains 2846 members 
Mstep: Class 13 contains 3154 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22316 members 
Mstep: Class 19 contains 56106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575024.000000 Penalty: 34682.753906
Iteration 470Q: 17 clusters Score -7.557502e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79974 members 
Mstep: Class 2 contains 43392 members 
Mstep: Class 3 contains 86054 members 
Mstep: Class 4 contains 45002 members 
Mstep: Class 5 contains 6598 members 
Mstep: Class 6 contains 70289 members 
Mstep: Class 7 contains 60934 members 
Mstep: Class 8 contains 38008 members 
Mstep: Class 9 contains 4862 members 
Mstep: Class 10 contains 94520 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 2842 members 
Mstep: Class 13 contains 3161 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22331 members 
Mstep: Class 19 contains 56114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575000.000000 Penalty: 34682.753906
Iteration 471Q: 17 clusters Score -7.5575e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 43389 members 
Mstep: Class 3 contains 86030 members 
Mstep: Class 4 contains 44998 members 
Mstep: Class 5 contains 6601 members 
Mstep: Class 6 contains 70289 members 
Mstep: Class 7 contains 60929 members 
Mstep: Class 8 contains 38007 members 
Mstep: Class 9 contains 4887 members 
Mstep: Class 10 contains 94540 members 
Mstep: Class 11 contains 6237 members 
Mstep: Class 12 contains 2836 members 
Mstep: Class 13 contains 3167 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22349 members 
Mstep: Class 19 contains 56115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575000.000000 Penalty: 34682.753906
Iteration 472Q: 17 clusters Score -7.5575e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79963 members 
Mstep: Class 2 contains 43381 members 
Mstep: Class 3 contains 86019 members 
Mstep: Class 4 contains 44996 members 
Mstep: Class 5 contains 6606 members 
Mstep: Class 6 contains 70280 members 
Mstep: Class 7 contains 60933 members 
Mstep: Class 8 contains 37999 members 
Mstep: Class 9 contains 4906 members 
Mstep: Class 10 contains 94542 members 
Mstep: Class 11 contains 6227 members 
Mstep: Class 12 contains 2834 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22359 members 
Mstep: Class 19 contains 56120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575048.000000 Penalty: 34682.753906
Iteration 473Q: 17 clusters Score -7.557505e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79958 members 
Mstep: Class 2 contains 43375 members 
Mstep: Class 3 contains 86008 members 
Mstep: Class 4 contains 44996 members 
Mstep: Class 5 contains 6614 members 
Mstep: Class 6 contains 70285 members 
Mstep: Class 7 contains 60924 members 
Mstep: Class 8 contains 37998 members 
Mstep: Class 9 contains 4927 members 
Mstep: Class 10 contains 94544 members 
Mstep: Class 11 contains 6215 members 
Mstep: Class 12 contains 2833 members 
Mstep: Class 13 contains 3183 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22363 members 
Mstep: Class 19 contains 56115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575096.000000 Penalty: 34682.753906
Iteration 474Q: 17 clusters Score -7.55751e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79956 members 
Mstep: Class 2 contains 43373 members 
Mstep: Class 3 contains 85998 members 
Mstep: Class 4 contains 44995 members 
Mstep: Class 5 contains 6617 members 
Mstep: Class 6 contains 70286 members 
Mstep: Class 7 contains 60922 members 
Mstep: Class 8 contains 37997 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 94541 members 
Mstep: Class 11 contains 6207 members 
Mstep: Class 12 contains 2831 members 
Mstep: Class 13 contains 3192 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22370 members 
Mstep: Class 19 contains 56115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575024.000000 Penalty: 34682.753906
Iteration 475Q: 17 clusters Score -7.557502e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 43374 members 
Mstep: Class 3 contains 85988 members 
Mstep: Class 4 contains 44997 members 
Mstep: Class 5 contains 6627 members 
Mstep: Class 6 contains 70286 members 
Mstep: Class 7 contains 60912 members 
Mstep: Class 8 contains 37996 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 94541 members 
Mstep: Class 11 contains 6197 members 
Mstep: Class 12 contains 2830 members 
Mstep: Class 13 contains 3200 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22373 members 
Mstep: Class 19 contains 56117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575032.000000 Penalty: 34682.753906
Iteration 476Q: 17 clusters Score -7.557503e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79947 members 
Mstep: Class 2 contains 43369 members 
Mstep: Class 3 contains 85976 members 
Mstep: Class 4 contains 44999 members 
Mstep: Class 5 contains 6640 members 
Mstep: Class 6 contains 70278 members 
Mstep: Class 7 contains 60909 members 
Mstep: Class 8 contains 37995 members 
Mstep: Class 9 contains 4967 members 
Mstep: Class 10 contains 94533 members 
Mstep: Class 11 contains 6189 members 
Mstep: Class 12 contains 2829 members 
Mstep: Class 13 contains 3209 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22380 members 
Mstep: Class 19 contains 56118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575112.000000 Penalty: 34682.753906
Iteration 477Q: 17 clusters Score -7.557511e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 43362 members 
Mstep: Class 3 contains 85958 members 
Mstep: Class 4 contains 44998 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 70277 members 
Mstep: Class 7 contains 60910 members 
Mstep: Class 8 contains 37994 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 94532 members 
Mstep: Class 11 contains 6177 members 
Mstep: Class 12 contains 2829 members 
Mstep: Class 13 contains 3218 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22387 members 
Mstep: Class 19 contains 56122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575128.000000 Penalty: 34682.753906
Iteration 478Q: 17 clusters Score -7.557513e+07 nChanged 101
Entering ConstructFrom: 
Score: -75575128.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (79939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79939 members 
Entering Unmasked Estep 
Score: -9935071.000000 Penalty: 1834.465698
	Iteration 0F: 2 clusters Score -9935071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -9883408.000000 Penalty: 3668.931396
	Iteration 0F: 3 clusters Score -9883408 nChanged 38081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -9905299.000000 Penalty: 3668.931396
	Iteration 1F: 3 clusters Score -9905299 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -9905901.000000 Penalty: 3668.931396
	Iteration 2Q: 3 clusters Score -9905901 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -9906691.000000 Penalty: 3668.931396
	Iteration 3Q: 3 clusters Score -9906691 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -9908182.000000 Penalty: 3668.931396
	Iteration 4Q: 3 clusters Score -9908182 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -9910944.000000 Penalty: 3668.931396
	Iteration 5F: 3 clusters Score -9910944 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 60033 members 
Entering Unmasked Estep 
Score: -9915917.000000 Penalty: 3668.931396
	Iteration 6F: 3 clusters Score -9915917 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 67456 members 
Entering Unmasked Estep 
Score: -9922681.000000 Penalty: 3668.931396
	Iteration 7F: 3 clusters Score -9922681 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 73731 members 
Entering Unmasked Estep 
Score: -9928737.000000 Penalty: 3668.931396
	Iteration 8F: 3 clusters Score -9928737 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 77349 members 
Entering Unmasked Estep 
Score: -9932040.000000 Penalty: 3668.931396
	Iteration 9Q: 3 clusters Score -9932040 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 78772 members 
Entering Unmasked Estep 
Score: -9933272.000000 Penalty: 3668.931396
	Iteration 10Q: 3 clusters Score -9933272 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 79230 members 
Entering Unmasked Estep 
Score: -9933647.000000 Penalty: 3668.931396
	Iteration 11Q: 3 clusters Score -9933647 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 79387 members 
Entering Unmasked Estep 
Score: -9933812.000000 Penalty: 3668.931396
	Iteration 12Q: 3 clusters Score -9933812 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 79466 members 
Entering Unmasked Estep 
Score: -9933894.000000 Penalty: 3668.931396
	Iteration 13Q: 3 clusters Score -9933894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 79508 members 
Entering Unmasked Estep 
Score: -9933927.000000 Penalty: 3668.931396
	Iteration 14Q: 3 clusters Score -9933927 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 79521 members 
Entering Unmasked Estep 
Score: -9933952.000000 Penalty: 3668.931396
	Iteration 15Q: 3 clusters Score -9933952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 79535 members 
Entering Unmasked Estep 
Score: -9933976.000000 Penalty: 3668.931396
	Iteration 16Q: 3 clusters Score -9933976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 79547 members 
Entering Unmasked Estep 
Score: -9933983.000000 Penalty: 3668.931396
	Iteration 17Q: 3 clusters Score -9933983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 79551 members 
Entering Unmasked Estep 
Score: -9933991.000000 Penalty: 3668.931396
	Iteration 18Q: 3 clusters Score -9933991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
Score: -9934003.000000 Penalty: 3668.931396
	Iteration 19Q: 3 clusters Score -9934003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 79554 members 
Entering Unmasked Estep 
Score: -9934021.000000 Penalty: 3668.931396
	Iteration 20F: 3 clusters Score -9934021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 79557 members 
Entering Unmasked Estep 
Score: -9934029.000000 Penalty: 3668.931396
	Iteration 21Q: 3 clusters Score -9934029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -9934032.000000 Penalty: 3668.931396
	Iteration 22Q: 3 clusters Score -9934032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -9934036.000000 Penalty: 3668.931396
	Iteration 23Q: 3 clusters Score -9934036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -9934037.000000 Penalty: 3668.931396
	Iteration 24Q: 3 clusters Score -9934037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 79560 members 
Entering Unmasked Estep 
Score: -9934034.000000 Penalty: 3668.931396
	Iteration 25Q: 3 clusters Score -9934034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -9934040.000000 Penalty: 3668.931396
	Iteration 26Q: 3 clusters Score -9934040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -9934035.000000 Penalty: 3668.931396
	Iteration 27Q: 3 clusters Score -9934035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -9934035.000000 Penalty: 3668.931396
	Iteration 28F: 3 clusters Score -9934035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Entering Unmasked Estep 
Score: -5396715.500000 Penalty: 1735.048828
	Iteration 0F: 2 clusters Score -5396716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -5367554.500000 Penalty: 3470.097656
	Iteration 0F: 3 clusters Score -5367554 nChanged 20229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -5378960.500000 Penalty: 3470.097656
	Iteration 1F: 3 clusters Score -5378960 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -5379427.500000 Penalty: 3470.097656
	Iteration 2Q: 3 clusters Score -5379428 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -5379820.500000 Penalty: 3470.097656
	Iteration 3Q: 3 clusters Score -5379820 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -5380250.000000 Penalty: 3470.097656
	Iteration 4Q: 3 clusters Score -5380250 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -5380831.000000 Penalty: 3470.097656
	Iteration 5Q: 3 clusters Score -5380831 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -5381446.000000 Penalty: 3470.097656
	Iteration 6Q: 3 clusters Score -5381446 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -5382344.500000 Penalty: 3470.097656
	Iteration 7Q: 3 clusters Score -5382344 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -5383810.000000 Penalty: 3470.097656
	Iteration 8F: 3 clusters Score -5383810 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -5385920.500000 Penalty: 3470.097656
	Iteration 9F: 3 clusters Score -5385920 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -5388401.000000 Penalty: 3470.097656
	Iteration 10F: 3 clusters Score -5388401 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -5390702.500000 Penalty: 3470.097656
	Iteration 11F: 3 clusters Score -5390702 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -5392334.000000 Penalty: 3470.097656
	Iteration 12Q: 3 clusters Score -5392334 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5393419.000000 Penalty: 3470.097656
	Iteration 13Q: 3 clusters Score -5393419 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5394043.000000 Penalty: 3470.097656
	Iteration 14Q: 3 clusters Score -5394043 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5394467.000000 Penalty: 3470.097656
	Iteration 15Q: 3 clusters Score -5394467 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5394756.500000 Penalty: 3470.097656
	Iteration 16Q: 3 clusters Score -5394756 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5394908.000000 Penalty: 3470.097656
	Iteration 17Q: 3 clusters Score -5394908 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5395010.500000 Penalty: 3470.097656
	Iteration 18Q: 3 clusters Score -5395010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5395071.000000 Penalty: 3470.097656
	Iteration 19Q: 3 clusters Score -5395071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5395126.500000 Penalty: 3470.097656
	Iteration 20F: 3 clusters Score -5395126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5395163.000000 Penalty: 3470.097656
	Iteration 21Q: 3 clusters Score -5395163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5395173.500000 Penalty: 3470.097656
	Iteration 22Q: 3 clusters Score -5395174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5395196.000000 Penalty: 3470.097656
	Iteration 23Q: 3 clusters Score -5395196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5395208.500000 Penalty: 3470.097656
	Iteration 24Q: 3 clusters Score -5395208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5395208.000000 Penalty: 3470.097656
	Iteration 25Q: 3 clusters Score -5395208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5395208.000000 Penalty: 3470.097656
	Iteration 26F: 3 clusters Score -5395208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (85950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85950 members 
Entering Unmasked Estep 
Score: -10643734.000000 Penalty: 1846.247070
	Iteration 0F: 2 clusters Score -1.064373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -10587953.000000 Penalty: 3692.494141
	Iteration 0F: 3 clusters Score -1.058795e+07 nChanged 40924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -10611836.000000 Penalty: 3692.494141
	Iteration 1F: 3 clusters Score -1.061184e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -10612530.000000 Penalty: 3692.494141
	Iteration 2Q: 3 clusters Score -1.061253e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -10613601.000000 Penalty: 3692.494141
	Iteration 3Q: 3 clusters Score -1.06136e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 52812 members 
Entering Unmasked Estep 
Score: -10615670.000000 Penalty: 3692.494141
	Iteration 4Q: 3 clusters Score -1.061567e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -10619138.000000 Penalty: 3692.494141
	Iteration 5F: 3 clusters Score -1.061914e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 64271 members 
Entering Unmasked Estep 
Score: -10624553.000000 Penalty: 3692.494141
	Iteration 6F: 3 clusters Score -1.062455e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 70665 members 
Entering Unmasked Estep 
Score: -10630708.000000 Penalty: 3692.494141
	Iteration 7F: 3 clusters Score -1.063071e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
Score: -10635747.000000 Penalty: 3692.494141
	Iteration 8F: 3 clusters Score -1.063575e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -10639189.000000 Penalty: 3692.494141
	Iteration 9Q: 3 clusters Score -1.063919e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 82003 members 
Entering Unmasked Estep 
Score: -10640992.000000 Penalty: 3692.494141
	Iteration 10Q: 3 clusters Score -1.064099e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -10641848.000000 Penalty: 3692.494141
	Iteration 11Q: 3 clusters Score -1.064185e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -10642123.000000 Penalty: 3692.494141
	Iteration 12Q: 3 clusters Score -1.064212e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 84509 members 
Entering Unmasked Estep 
Score: -10642302.000000 Penalty: 3692.494141
	Iteration 13Q: 3 clusters Score -1.06423e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -10642360.000000 Penalty: 3692.494141
	Iteration 14Q: 3 clusters Score -1.064236e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 85014 members 
Entering Unmasked Estep 
Score: -10642402.000000 Penalty: 3692.494141
	Iteration 15Q: 3 clusters Score -1.06424e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 85130 members 
Entering Unmasked Estep 
Score: -10642406.000000 Penalty: 3692.494141
	Iteration 16Q: 3 clusters Score -1.064241e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 85212 members 
Entering Unmasked Estep 
Score: -10642419.000000 Penalty: 3692.494141
	Iteration 17Q: 3 clusters Score -1.064242e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
Score: -10642418.000000 Penalty: 3692.494141
	Iteration 18Q: 3 clusters Score -1.064242e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 85325 members 
Entering Unmasked Estep 
Score: -10642397.000000 Penalty: 3692.494141
	Iteration 19Q: 3 clusters Score -1.06424e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 85360 members 
Entering Unmasked Estep 
Score: -10642396.000000 Penalty: 3692.494141
	Iteration 20F: 3 clusters Score -1.06424e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 85388 members 
Entering Unmasked Estep 
Score: -10642403.000000 Penalty: 3692.494141
	Iteration 21Q: 3 clusters Score -1.06424e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 85413 members 
Entering Unmasked Estep 
Score: -10642404.000000 Penalty: 3692.494141
	Iteration 22Q: 3 clusters Score -1.06424e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 85431 members 
Entering Unmasked Estep 
Score: -10642414.000000 Penalty: 3692.494141
	Iteration 23Q: 3 clusters Score -1.064241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 85448 members 
Entering Unmasked Estep 
Score: -10642421.000000 Penalty: 3692.494141
	Iteration 24Q: 3 clusters Score -1.064242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 85463 members 
Entering Unmasked Estep 
Score: -10642421.000000 Penalty: 3692.494141
	Iteration 25Q: 3 clusters Score -1.064242e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 85479 members 
Entering Unmasked Estep 
Score: -10642431.000000 Penalty: 3692.494141
	Iteration 26Q: 3 clusters Score -1.064243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 85490 members 
Entering Unmasked Estep 
Score: -10642426.000000 Penalty: 3692.494141
	Iteration 27Q: 3 clusters Score -1.064243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 85500 members 
Entering Unmasked Estep 
Score: -10642430.000000 Penalty: 3692.494141
	Iteration 28Q: 3 clusters Score -1.064243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 85507 members 
Entering Unmasked Estep 
Score: -10642424.000000 Penalty: 3692.494141
	Iteration 29Q: 3 clusters Score -1.064242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 85511 members 
Entering Unmasked Estep 
Score: -10642426.000000 Penalty: 3692.494141
	Iteration 30Q: 3 clusters Score -1.064243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 85512 members 
Entering Unmasked Estep 
Score: -10642426.000000 Penalty: 3692.494141
	Iteration 31Q: 3 clusters Score -1.064243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 85513 members 
Entering Unmasked Estep 
Score: -10642423.000000 Penalty: 3692.494141
	Iteration 32Q: 3 clusters Score -1.064242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 85513 members 
Entering Unmasked Estep 
Score: -10642428.000000 Penalty: 3692.494141
	Iteration 33Q: 3 clusters Score -1.064243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -10642421.000000 Penalty: 3692.494141
	Iteration 34Q: 3 clusters Score -1.064242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 85518 members 
Entering Unmasked Estep 
Score: -10642422.000000 Penalty: 3692.494141
	Iteration 35Q: 3 clusters Score -1.064242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 85520 members 
Entering Unmasked Estep 
Score: -10642417.000000 Penalty: 3692.494141
	Iteration 36Q: 3 clusters Score -1.064242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -10642427.000000 Penalty: 3692.494141
	Iteration 37Q: 3 clusters Score -1.064243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -10642427.000000 Penalty: 3692.494141
	Iteration 38F: 3 clusters Score -1.064243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Entering Unmasked Estep 
Score: -5593119.500000 Penalty: 1741.085693
	Iteration 0F: 2 clusters Score -5593120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -5563023.500000 Penalty: 3482.171387
	Iteration 0F: 3 clusters Score -5563024 nChanged 21033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -5574704.000000 Penalty: 3482.171387
	Iteration 1F: 3 clusters Score -5574704 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -5575180.500000 Penalty: 3482.171387
	Iteration 2Q: 3 clusters Score -5575180 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -5575782.500000 Penalty: 3482.171387
	Iteration 3Q: 3 clusters Score -5575782 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -5576612.000000 Penalty: 3482.171387
	Iteration 4Q: 3 clusters Score -5576612 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -5577806.000000 Penalty: 3482.171387
	Iteration 5Q: 3 clusters Score -5577806 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -5579525.500000 Penalty: 3482.171387
	Iteration 6F: 3 clusters Score -5579526 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -5581832.000000 Penalty: 3482.171387
	Iteration 7F: 3 clusters Score -5581832 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -5584397.500000 Penalty: 3482.171387
	Iteration 8F: 3 clusters Score -5584398 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -5586730.000000 Penalty: 3482.171387
	Iteration 9F: 3 clusters Score -5586730 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -5588409.500000 Penalty: 3482.171387
	Iteration 10Q: 3 clusters Score -5588410 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -5589593.000000 Penalty: 3482.171387
	Iteration 11Q: 3 clusters Score -5589593 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -5590334.000000 Penalty: 3482.171387
	Iteration 12Q: 3 clusters Score -5590334 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -5590811.500000 Penalty: 3482.171387
	Iteration 13Q: 3 clusters Score -5590812 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5591069.000000 Penalty: 3482.171387
	Iteration 14Q: 3 clusters Score -5591069 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -5591233.500000 Penalty: 3482.171387
	Iteration 15Q: 3 clusters Score -5591234 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -5591366.500000 Penalty: 3482.171387
	Iteration 16Q: 3 clusters Score -5591366 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -5591445.000000 Penalty: 3482.171387
	Iteration 17Q: 3 clusters Score -5591445 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -5591497.000000 Penalty: 3482.171387
	Iteration 18Q: 3 clusters Score -5591497 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -5591528.000000 Penalty: 3482.171387
	Iteration 19Q: 3 clusters Score -5591528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -5591567.000000 Penalty: 3482.171387
	Iteration 20F: 3 clusters Score -5591567 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -5591591.500000 Penalty: 3482.171387
	Iteration 21Q: 3 clusters Score -5591592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -5591615.500000 Penalty: 3482.171387
	Iteration 22Q: 3 clusters Score -5591616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -5591629.500000 Penalty: 3482.171387
	Iteration 23Q: 3 clusters Score -5591630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -5591648.500000 Penalty: 3482.171387
	Iteration 24Q: 3 clusters Score -5591648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -5591673.000000 Penalty: 3482.171387
	Iteration 25Q: 3 clusters Score -5591673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -5591671.500000 Penalty: 3482.171387
	Iteration 26Q: 3 clusters Score -5591672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -5591686.000000 Penalty: 3482.171387
	Iteration 27Q: 3 clusters Score -5591686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -5591681.500000 Penalty: 3482.171387
	Iteration 28Q: 3 clusters Score -5591682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -5591689.500000 Penalty: 3482.171387
	Iteration 29Q: 3 clusters Score -5591690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -5591693.000000 Penalty: 3482.171387
	Iteration 30Q: 3 clusters Score -5591693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -5591695.500000 Penalty: 3482.171387
	Iteration 31Q: 3 clusters Score -5591696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -5591700.000000 Penalty: 3482.171387
	Iteration 32Q: 3 clusters Score -5591700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -5591697.000000 Penalty: 3482.171387
	Iteration 33Q: 3 clusters Score -5591697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -5591697.500000 Penalty: 3482.171387
	Iteration 34Q: 3 clusters Score -5591698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -5591697.500000 Penalty: 3482.171387
	Iteration 35F: 3 clusters Score -5591698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Entering Unmasked Estep 
Score: -830963.937500 Penalty: 1430.483276
	Iteration 0F: 2 clusters Score -830963.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -825997.062500 Penalty: 2860.966553
	Iteration 0F: 3 clusters Score -825997.1 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -827438.375000 Penalty: 2860.966553
	Iteration 1F: 3 clusters Score -827438.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -827598.687500 Penalty: 2860.966553
	Iteration 2F: 3 clusters Score -827598.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -827735.125000 Penalty: 2860.966553
	Iteration 3Q: 3 clusters Score -827735.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -827848.500000 Penalty: 2860.966553
	Iteration 4Q: 3 clusters Score -827848.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -827932.500000 Penalty: 2860.966553
	Iteration 5Q: 3 clusters Score -827932.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -828002.000000 Penalty: 2860.966553
	Iteration 6Q: 3 clusters Score -828002 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -828060.562500 Penalty: 2860.966553
	Iteration 7Q: 3 clusters Score -828060.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -828120.187500 Penalty: 2860.966553
	Iteration 8Q: 3 clusters Score -828120.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -828180.375000 Penalty: 2860.966553
	Iteration 9Q: 3 clusters Score -828180.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -828245.562500 Penalty: 2860.966553
	Iteration 10Q: 3 clusters Score -828245.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -828312.750000 Penalty: 2860.966553
	Iteration 11Q: 3 clusters Score -828312.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -828395.562500 Penalty: 2860.966553
	Iteration 12Q: 3 clusters Score -828395.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -828475.812500 Penalty: 2860.966553
	Iteration 13Q: 3 clusters Score -828475.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -828552.250000 Penalty: 2860.966553
	Iteration 14Q: 3 clusters Score -828552.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -828643.250000 Penalty: 2860.966553
	Iteration 15Q: 3 clusters Score -828643.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -828750.187500 Penalty: 2860.966553
	Iteration 16Q: 3 clusters Score -828750.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -828852.437500 Penalty: 2860.966553
	Iteration 17Q: 3 clusters Score -828852.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -828928.750000 Penalty: 2860.966553
	Iteration 18Q: 3 clusters Score -828928.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -828984.437500 Penalty: 2860.966553
	Iteration 19Q: 3 clusters Score -828984.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -829028.187500 Penalty: 2860.966553
	Iteration 20F: 3 clusters Score -829028.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -829065.062500 Penalty: 2860.966553
	Iteration 21Q: 3 clusters Score -829065.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -829099.437500 Penalty: 2860.966553
	Iteration 22Q: 3 clusters Score -829099.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -829137.375000 Penalty: 2860.966553
	Iteration 23Q: 3 clusters Score -829137.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -829168.437500 Penalty: 2860.966553
	Iteration 24Q: 3 clusters Score -829168.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -829195.750000 Penalty: 2860.966553
	Iteration 25Q: 3 clusters Score -829195.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -829225.187500 Penalty: 2860.966553
	Iteration 26Q: 3 clusters Score -829225.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -829258.625000 Penalty: 2860.966553
	Iteration 27Q: 3 clusters Score -829258.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -829280.937500 Penalty: 2860.966553
	Iteration 28Q: 3 clusters Score -829280.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -829294.437500 Penalty: 2860.966553
	Iteration 29Q: 3 clusters Score -829294.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -829307.812500 Penalty: 2860.966553
	Iteration 30Q: 3 clusters Score -829307.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -829318.625000 Penalty: 2860.966553
	Iteration 31Q: 3 clusters Score -829318.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -829329.312500 Penalty: 2860.966553
	Iteration 32Q: 3 clusters Score -829329.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -829339.687500 Penalty: 2860.966553
	Iteration 33Q: 3 clusters Score -829339.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -829355.062500 Penalty: 2860.966553
	Iteration 34Q: 3 clusters Score -829355.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -829368.750000 Penalty: 2860.966553
	Iteration 35Q: 3 clusters Score -829368.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -829383.812500 Penalty: 2860.966553
	Iteration 36Q: 3 clusters Score -829383.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -829400.187500 Penalty: 2860.966553
	Iteration 37Q: 3 clusters Score -829400.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -829416.750000 Penalty: 2860.966553
	Iteration 38Q: 3 clusters Score -829416.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -829433.625000 Penalty: 2860.966553
	Iteration 39Q: 3 clusters Score -829433.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -829443.125000 Penalty: 2860.966553
	Iteration 40F: 3 clusters Score -829443.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -829457.500000 Penalty: 2860.966553
	Iteration 41Q: 3 clusters Score -829457.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -829470.562500 Penalty: 2860.966553
	Iteration 42Q: 3 clusters Score -829470.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -829486.062500 Penalty: 2860.966553
	Iteration 43Q: 3 clusters Score -829486.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -829499.062500 Penalty: 2860.966553
	Iteration 44Q: 3 clusters Score -829499.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -829508.750000 Penalty: 2860.966553
	Iteration 45Q: 3 clusters Score -829508.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -829518.437500 Penalty: 2860.966553
	Iteration 46Q: 3 clusters Score -829518.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -829525.937500 Penalty: 2860.966553
	Iteration 47Q: 3 clusters Score -829525.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -829538.500000 Penalty: 2860.966553
	Iteration 48Q: 3 clusters Score -829538.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -829545.312500 Penalty: 2860.966553
	Iteration 49Q: 3 clusters Score -829545.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -829554.000000 Penalty: 2860.966553
	Iteration 50Q: 3 clusters Score -829554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -829563.562500 Penalty: 2860.966553
	Iteration 51Q: 3 clusters Score -829563.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -829570.500000 Penalty: 2860.966553
	Iteration 52Q: 3 clusters Score -829570.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -829578.312500 Penalty: 2860.966553
	Iteration 53Q: 3 clusters Score -829578.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -829587.562500 Penalty: 2860.966553
	Iteration 54Q: 3 clusters Score -829587.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -829594.750000 Penalty: 2860.966553
	Iteration 55Q: 3 clusters Score -829594.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -829603.687500 Penalty: 2860.966553
	Iteration 56Q: 3 clusters Score -829603.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -829613.500000 Penalty: 2860.966553
	Iteration 57Q: 3 clusters Score -829613.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -829620.375000 Penalty: 2860.966553
	Iteration 58Q: 3 clusters Score -829620.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -829627.562500 Penalty: 2860.966553
	Iteration 59Q: 3 clusters Score -829627.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -829632.062500 Penalty: 2860.966553
	Iteration 60F: 3 clusters Score -829632.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -829637.312500 Penalty: 2860.966553
	Iteration 61Q: 3 clusters Score -829637.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -829643.562500 Penalty: 2860.966553
	Iteration 62Q: 3 clusters Score -829643.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -829651.125000 Penalty: 2860.966553
	Iteration 63Q: 3 clusters Score -829651.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -829654.312500 Penalty: 2860.966553
	Iteration 64Q: 3 clusters Score -829654.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -829660.250000 Penalty: 2860.966553
	Iteration 65Q: 3 clusters Score -829660.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -829667.437500 Penalty: 2860.966553
	Iteration 66Q: 3 clusters Score -829667.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -829673.562500 Penalty: 2860.966553
	Iteration 67Q: 3 clusters Score -829673.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -829679.375000 Penalty: 2860.966553
	Iteration 68Q: 3 clusters Score -829679.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -829694.062500 Penalty: 2860.966553
	Iteration 69Q: 3 clusters Score -829694.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -829704.562500 Penalty: 2860.966553
	Iteration 70Q: 3 clusters Score -829704.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -829710.312500 Penalty: 2860.966553
	Iteration 71Q: 3 clusters Score -829710.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -829720.437500 Penalty: 2860.966553
	Iteration 72Q: 3 clusters Score -829720.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -829732.250000 Penalty: 2860.966553
	Iteration 73Q: 3 clusters Score -829732.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -829744.562500 Penalty: 2860.966553
	Iteration 74Q: 3 clusters Score -829744.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -829755.125000 Penalty: 2860.966553
	Iteration 75Q: 3 clusters Score -829755.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -829759.375000 Penalty: 2860.966553
	Iteration 76Q: 3 clusters Score -829759.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -829763.125000 Penalty: 2860.966553
	Iteration 77Q: 3 clusters Score -829763.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -829767.562500 Penalty: 2860.966553
	Iteration 78Q: 3 clusters Score -829767.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -829770.562500 Penalty: 2860.966553
	Iteration 79Q: 3 clusters Score -829770.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -829774.937500 Penalty: 2860.966553
	Iteration 80F: 3 clusters Score -829774.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -829780.937500 Penalty: 2860.966553
	Iteration 81Q: 3 clusters Score -829780.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -829783.562500 Penalty: 2860.966553
	Iteration 82Q: 3 clusters Score -829783.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -829789.812500 Penalty: 2860.966553
	Iteration 83Q: 3 clusters Score -829789.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -829795.687500 Penalty: 2860.966553
	Iteration 84Q: 3 clusters Score -829795.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -829800.000000 Penalty: 2860.966553
	Iteration 85Q: 3 clusters Score -829800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -829803.125000 Penalty: 2860.966553
	Iteration 86Q: 3 clusters Score -829803.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -829806.625000 Penalty: 2860.966553
	Iteration 87Q: 3 clusters Score -829806.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -829811.625000 Penalty: 2860.966553
	Iteration 88Q: 3 clusters Score -829811.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -829814.812500 Penalty: 2860.966553
	Iteration 89Q: 3 clusters Score -829814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -829817.625000 Penalty: 2860.966553
	Iteration 90Q: 3 clusters Score -829817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -829817.500000 Penalty: 2860.966553
	Iteration 91Q: 3 clusters Score -829817.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -829817.687500 Penalty: 2860.966553
	Iteration 92Q: 3 clusters Score -829817.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -829817.937500 Penalty: 2860.966553
	Iteration 93Q: 3 clusters Score -829817.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -829818.812500 Penalty: 2860.966553
	Iteration 94Q: 3 clusters Score -829818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -829818.812500 Penalty: 2860.966553
	Iteration 95F: 3 clusters Score -829818.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Entering Unmasked Estep 
Score: -8754593.000000 Penalty: 1813.523193
	Iteration 0F: 2 clusters Score -8754593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -8708797.000000 Penalty: 3627.046387
	Iteration 0F: 3 clusters Score -8708797 nChanged 33169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -8727825.000000 Penalty: 3627.046387
	Iteration 1F: 3 clusters Score -8727825 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -8728523.000000 Penalty: 3627.046387
	Iteration 2Q: 3 clusters Score -8728523 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -8729461.000000 Penalty: 3627.046387
	Iteration 3Q: 3 clusters Score -8729461 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -8730969.000000 Penalty: 3627.046387
	Iteration 4Q: 3 clusters Score -8730969 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -8733345.000000 Penalty: 3627.046387
	Iteration 5F: 3 clusters Score -8733345 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -8736874.000000 Penalty: 3627.046387
	Iteration 6F: 3 clusters Score -8736874 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 55337 members 
Entering Unmasked Estep 
Score: -8740869.000000 Penalty: 3627.046387
	Iteration 7F: 3 clusters Score -8740869 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -8744528.000000 Penalty: 3627.046387
	Iteration 8F: 3 clusters Score -8744528 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 62715 members 
Entering Unmasked Estep 
Score: -8747309.000000 Penalty: 3627.046387
	Iteration 9Q: 3 clusters Score -8747309 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 64937 members 
Entering Unmasked Estep 
Score: -8749249.000000 Penalty: 3627.046387
	Iteration 10Q: 3 clusters Score -8749249 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -8750466.000000 Penalty: 3627.046387
	Iteration 11Q: 3 clusters Score -8750466 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 67394 members 
Entering Unmasked Estep 
Score: -8751290.000000 Penalty: 3627.046387
	Iteration 12Q: 3 clusters Score -8751290 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 68048 members 
Entering Unmasked Estep 
Score: -8751763.000000 Penalty: 3627.046387
	Iteration 13Q: 3 clusters Score -8751763 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -8752113.000000 Penalty: 3627.046387
	Iteration 14Q: 3 clusters Score -8752113 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -8752365.000000 Penalty: 3627.046387
	Iteration 15Q: 3 clusters Score -8752365 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -8752528.000000 Penalty: 3627.046387
	Iteration 16Q: 3 clusters Score -8752528 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -8752645.000000 Penalty: 3627.046387
	Iteration 17Q: 3 clusters Score -8752645 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -8752725.000000 Penalty: 3627.046387
	Iteration 18Q: 3 clusters Score -8752725 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -8752788.000000 Penalty: 3627.046387
	Iteration 19Q: 3 clusters Score -8752788 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 69571 members 
Entering Unmasked Estep 
Score: -8752839.000000 Penalty: 3627.046387
	Iteration 20F: 3 clusters Score -8752839 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 69609 members 
Entering Unmasked Estep 
Score: -8752871.000000 Penalty: 3627.046387
	Iteration 21Q: 3 clusters Score -8752871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
Score: -8752903.000000 Penalty: 3627.046387
	Iteration 22Q: 3 clusters Score -8752903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
Score: -8752934.000000 Penalty: 3627.046387
	Iteration 23Q: 3 clusters Score -8752934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 69690 members 
Entering Unmasked Estep 
Score: -8752955.000000 Penalty: 3627.046387
	Iteration 24Q: 3 clusters Score -8752955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 69711 members 
Entering Unmasked Estep 
Score: -8752971.000000 Penalty: 3627.046387
	Iteration 25Q: 3 clusters Score -8752971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -8752987.000000 Penalty: 3627.046387
	Iteration 26Q: 3 clusters Score -8752987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 69743 members 
Entering Unmasked Estep 
Score: -8752990.000000 Penalty: 3627.046387
	Iteration 27Q: 3 clusters Score -8752990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 69756 members 
Entering Unmasked Estep 
Score: -8753006.000000 Penalty: 3627.046387
	Iteration 28Q: 3 clusters Score -8753006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -8753007.000000 Penalty: 3627.046387
	Iteration 29Q: 3 clusters Score -8753007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -8753009.000000 Penalty: 3627.046387
	Iteration 30Q: 3 clusters Score -8753009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 69776 members 
Entering Unmasked Estep 
Score: -8753017.000000 Penalty: 3627.046387
	Iteration 31Q: 3 clusters Score -8753017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 69779 members 
Entering Unmasked Estep 
Score: -8753020.000000 Penalty: 3627.046387
	Iteration 32Q: 3 clusters Score -8753020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -8753024.000000 Penalty: 3627.046387
	Iteration 33Q: 3 clusters Score -8753024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -8753032.000000 Penalty: 3627.046387
	Iteration 34Q: 3 clusters Score -8753032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -8753032.000000 Penalty: 3627.046387
	Iteration 35Q: 3 clusters Score -8753032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -8753031.000000 Penalty: 3627.046387
	Iteration 36Q: 3 clusters Score -8753031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 69799 members 
Entering Unmasked Estep 
Score: -8753036.000000 Penalty: 3627.046387
	Iteration 37Q: 3 clusters Score -8753036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 69800 members 
Entering Unmasked Estep 
Score: -8753035.000000 Penalty: 3627.046387
	Iteration 38Q: 3 clusters Score -8753035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -8753030.000000 Penalty: 3627.046387
	Iteration 39Q: 3 clusters Score -8753030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -8753033.000000 Penalty: 3627.046387
	Iteration 40F: 3 clusters Score -8753033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -8753038.000000 Penalty: 3627.046387
	Iteration 41Q: 3 clusters Score -8753038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 69804 members 
Entering Unmasked Estep 
Score: -8753040.000000 Penalty: 3627.046387
	Iteration 42Q: 3 clusters Score -8753040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 69805 members 
Entering Unmasked Estep 
Score: -8753041.000000 Penalty: 3627.046387
	Iteration 43Q: 3 clusters Score -8753041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 69804 members 
Entering Unmasked Estep 
Score: -8753040.000000 Penalty: 3627.046387
	Iteration 44Q: 3 clusters Score -8753040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -8753039.000000 Penalty: 3627.046387
	Iteration 45Q: 3 clusters Score -8753039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -8753039.000000 Penalty: 3627.046387
	Iteration 46F: 3 clusters Score -8753039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (60907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60907 members 
Entering Unmasked Estep 
Score: -7584079.500000 Penalty: 1790.279297
	Iteration 0F: 2 clusters Score -7584080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -7543924.500000 Penalty: 3580.558594
	Iteration 0F: 3 clusters Score -7543924 nChanged 28794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -7559941.000000 Penalty: 3580.558594
	Iteration 1F: 3 clusters Score -7559941 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -7560342.500000 Penalty: 3580.558594
	Iteration 2Q: 3 clusters Score -7560342 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -7560799.000000 Penalty: 3580.558594
	Iteration 3Q: 3 clusters Score -7560799 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -7561356.500000 Penalty: 3580.558594
	Iteration 4Q: 3 clusters Score -7561356 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -7562030.500000 Penalty: 3580.558594
	Iteration 5Q: 3 clusters Score -7562030 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -7562956.500000 Penalty: 3580.558594
	Iteration 6Q: 3 clusters Score -7562956 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -7564259.000000 Penalty: 3580.558594
	Iteration 7Q: 3 clusters Score -7564259 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -7566156.000000 Penalty: 3580.558594
	Iteration 8F: 3 clusters Score -7566156 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -7568721.500000 Penalty: 3580.558594
	Iteration 9F: 3 clusters Score -7568722 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -7571344.500000 Penalty: 3580.558594
	Iteration 10F: 3 clusters Score -7571344 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -7573181.000000 Penalty: 3580.558594
	Iteration 11F: 3 clusters Score -7573181 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -7574086.500000 Penalty: 3580.558594
	Iteration 12Q: 3 clusters Score -7574086 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -7574499.500000 Penalty: 3580.558594
	Iteration 13Q: 3 clusters Score -7574500 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -7574769.500000 Penalty: 3580.558594
	Iteration 14Q: 3 clusters Score -7574770 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -7574968.000000 Penalty: 3580.558594
	Iteration 15Q: 3 clusters Score -7574968 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -7575144.500000 Penalty: 3580.558594
	Iteration 16Q: 3 clusters Score -7575144 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -7575362.500000 Penalty: 3580.558594
	Iteration 17Q: 3 clusters Score -7575362 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -7575552.000000 Penalty: 3580.558594
	Iteration 18Q: 3 clusters Score -7575552 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -7575794.000000 Penalty: 3580.558594
	Iteration 19Q: 3 clusters Score -7575794 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -7575998.500000 Penalty: 3580.558594
	Iteration 20F: 3 clusters Score -7575998 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -7576193.500000 Penalty: 3580.558594
	Iteration 21Q: 3 clusters Score -7576194 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -7576463.500000 Penalty: 3580.558594
	Iteration 22Q: 3 clusters Score -7576464 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -7576682.000000 Penalty: 3580.558594
	Iteration 23Q: 3 clusters Score -7576682 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -7576913.500000 Penalty: 3580.558594
	Iteration 24Q: 3 clusters Score -7576914 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -7577126.500000 Penalty: 3580.558594
	Iteration 25Q: 3 clusters Score -7577126 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -7577332.000000 Penalty: 3580.558594
	Iteration 26Q: 3 clusters Score -7577332 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -7577456.000000 Penalty: 3580.558594
	Iteration 27Q: 3 clusters Score -7577456 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -7577637.000000 Penalty: 3580.558594
	Iteration 28Q: 3 clusters Score -7577637 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -7577756.500000 Penalty: 3580.558594
	Iteration 29Q: 3 clusters Score -7577756 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -7577912.500000 Penalty: 3580.558594
	Iteration 30Q: 3 clusters Score -7577912 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -7578022.000000 Penalty: 3580.558594
	Iteration 31Q: 3 clusters Score -7578022 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -7578142.000000 Penalty: 3580.558594
	Iteration 32Q: 3 clusters Score -7578142 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -7578217.500000 Penalty: 3580.558594
	Iteration 33Q: 3 clusters Score -7578218 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -7578341.000000 Penalty: 3580.558594
	Iteration 34Q: 3 clusters Score -7578341 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -7578458.000000 Penalty: 3580.558594
	Iteration 35Q: 3 clusters Score -7578458 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -7578592.000000 Penalty: 3580.558594
	Iteration 36Q: 3 clusters Score -7578592 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -7578688.500000 Penalty: 3580.558594
	Iteration 37Q: 3 clusters Score -7578688 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -7578762.500000 Penalty: 3580.558594
	Iteration 38Q: 3 clusters Score -7578762 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -7578835.000000 Penalty: 3580.558594
	Iteration 39Q: 3 clusters Score -7578835 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -7578936.000000 Penalty: 3580.558594
	Iteration 40F: 3 clusters Score -7578936 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -7579032.500000 Penalty: 3580.558594
	Iteration 41Q: 3 clusters Score -7579032 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -7579149.000000 Penalty: 3580.558594
	Iteration 42Q: 3 clusters Score -7579149 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -7579238.000000 Penalty: 3580.558594
	Iteration 43Q: 3 clusters Score -7579238 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -7579323.000000 Penalty: 3580.558594
	Iteration 44Q: 3 clusters Score -7579323 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -7579411.000000 Penalty: 3580.558594
	Iteration 45Q: 3 clusters Score -7579411 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -7579498.500000 Penalty: 3580.558594
	Iteration 46Q: 3 clusters Score -7579498 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -7579588.000000 Penalty: 3580.558594
	Iteration 47Q: 3 clusters Score -7579588 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -7579710.500000 Penalty: 3580.558594
	Iteration 48Q: 3 clusters Score -7579710 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -7579864.000000 Penalty: 3580.558594
	Iteration 49Q: 3 clusters Score -7579864 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -7579985.000000 Penalty: 3580.558594
	Iteration 50Q: 3 clusters Score -7579985 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -7580121.500000 Penalty: 3580.558594
	Iteration 51Q: 3 clusters Score -7580122 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -7580266.000000 Penalty: 3580.558594
	Iteration 52Q: 3 clusters Score -7580266 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -7580389.500000 Penalty: 3580.558594
	Iteration 53Q: 3 clusters Score -7580390 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -7580534.500000 Penalty: 3580.558594
	Iteration 54Q: 3 clusters Score -7580534 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -7580632.000000 Penalty: 3580.558594
	Iteration 55Q: 3 clusters Score -7580632 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -7580752.000000 Penalty: 3580.558594
	Iteration 56Q: 3 clusters Score -7580752 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -7580876.500000 Penalty: 3580.558594
	Iteration 57Q: 3 clusters Score -7580876 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -7580986.500000 Penalty: 3580.558594
	Iteration 58Q: 3 clusters Score -7580986 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -7581130.000000 Penalty: 3580.558594
	Iteration 59Q: 3 clusters Score -7581130 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -7581287.500000 Penalty: 3580.558594
	Iteration 60F: 3 clusters Score -7581288 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -7581414.500000 Penalty: 3580.558594
	Iteration 61Q: 3 clusters Score -7581414 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -7581569.500000 Penalty: 3580.558594
	Iteration 62Q: 3 clusters Score -7581570 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -7581657.500000 Penalty: 3580.558594
	Iteration 63Q: 3 clusters Score -7581658 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -7581789.000000 Penalty: 3580.558594
	Iteration 64Q: 3 clusters Score -7581789 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -7581860.000000 Penalty: 3580.558594
	Iteration 65Q: 3 clusters Score -7581860 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -7581936.500000 Penalty: 3580.558594
	Iteration 66Q: 3 clusters Score -7581936 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7582042.000000 Penalty: 3580.558594
	Iteration 67Q: 3 clusters Score -7582042 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -7582104.000000 Penalty: 3580.558594
	Iteration 68Q: 3 clusters Score -7582104 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59087 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7582169.000000 Penalty: 3580.558594
	Iteration 69Q: 3 clusters Score -7582169 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7582220.000000 Penalty: 3580.558594
	Iteration 70Q: 3 clusters Score -7582220 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7582262.000000 Penalty: 3580.558594
	Iteration 71Q: 3 clusters Score -7582262 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7582281.500000 Penalty: 3580.558594
	Iteration 72Q: 3 clusters Score -7582282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59489 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7582321.500000 Penalty: 3580.558594
	Iteration 73Q: 3 clusters Score -7582322 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7582344.000000 Penalty: 3580.558594
	Iteration 74Q: 3 clusters Score -7582344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7582360.500000 Penalty: 3580.558594
	Iteration 75Q: 3 clusters Score -7582360 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7582398.000000 Penalty: 3580.558594
	Iteration 76Q: 3 clusters Score -7582398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59729 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7582406.500000 Penalty: 3580.558594
	Iteration 77Q: 3 clusters Score -7582406 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -7582416.000000 Penalty: 3580.558594
	Iteration 78Q: 3 clusters Score -7582416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7582435.500000 Penalty: 3580.558594
	Iteration 79Q: 3 clusters Score -7582436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7582443.500000 Penalty: 3580.558594
	Iteration 80F: 3 clusters Score -7582444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7582459.000000 Penalty: 3580.558594
	Iteration 81Q: 3 clusters Score -7582459 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7582476.500000 Penalty: 3580.558594
	Iteration 82Q: 3 clusters Score -7582476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7582492.500000 Penalty: 3580.558594
	Iteration 83Q: 3 clusters Score -7582492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7582504.000000 Penalty: 3580.558594
	Iteration 84Q: 3 clusters Score -7582504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7582516.000000 Penalty: 3580.558594
	Iteration 85Q: 3 clusters Score -7582516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7582533.000000 Penalty: 3580.558594
	Iteration 86Q: 3 clusters Score -7582533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7582542.000000 Penalty: 3580.558594
	Iteration 87Q: 3 clusters Score -7582542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7582544.500000 Penalty: 3580.558594
	Iteration 88Q: 3 clusters Score -7582544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60076 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7582538.500000 Penalty: 3580.558594
	Iteration 89Q: 3 clusters Score -7582538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60084 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7582543.000000 Penalty: 3580.558594
	Iteration 90Q: 3 clusters Score -7582543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7582544.000000 Penalty: 3580.558594
	Iteration 91Q: 3 clusters Score -7582544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7582545.500000 Penalty: 3580.558594
	Iteration 92Q: 3 clusters Score -7582546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7582551.000000 Penalty: 3580.558594
	Iteration 93Q: 3 clusters Score -7582551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7582560.000000 Penalty: 3580.558594
	Iteration 94Q: 3 clusters Score -7582560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7582572.500000 Penalty: 3580.558594
	Iteration 95Q: 3 clusters Score -7582572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7582585.500000 Penalty: 3580.558594
	Iteration 96Q: 3 clusters Score -7582586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60157 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7582587.000000 Penalty: 3580.558594
	Iteration 97Q: 3 clusters Score -7582587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7582595.500000 Penalty: 3580.558594
	Iteration 98Q: 3 clusters Score -7582596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7582593.500000 Penalty: 3580.558594
	Iteration 99Q: 3 clusters Score -7582594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7582595.500000 Penalty: 3580.558594
	Iteration 100F: 3 clusters Score -7582596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Entering Unmasked Estep 
Score: -4727549.500000 Penalty: 1713.562378
	Iteration 0F: 2 clusters Score -4727550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4702201.500000 Penalty: 3427.124756
	Iteration 0F: 3 clusters Score -4702202 nChanged 17685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -4711972.000000 Penalty: 3427.124756
	Iteration 1F: 3 clusters Score -4711972 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -4712395.500000 Penalty: 3427.124756
	Iteration 2Q: 3 clusters Score -4712396 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -4712847.500000 Penalty: 3427.124756
	Iteration 3Q: 3 clusters Score -4712848 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -4713444.500000 Penalty: 3427.124756
	Iteration 4Q: 3 clusters Score -4713444 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -4714266.000000 Penalty: 3427.124756
	Iteration 5Q: 3 clusters Score -4714266 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -4715466.500000 Penalty: 3427.124756
	Iteration 6F: 3 clusters Score -4715466 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -4717251.000000 Penalty: 3427.124756
	Iteration 7F: 3 clusters Score -4717251 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -4719603.000000 Penalty: 3427.124756
	Iteration 8F: 3 clusters Score -4719603 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -4721956.000000 Penalty: 3427.124756
	Iteration 9F: 3 clusters Score -4721956 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -4723668.000000 Penalty: 3427.124756
	Iteration 10Q: 3 clusters Score -4723668 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4724605.000000 Penalty: 3427.124756
	Iteration 11Q: 3 clusters Score -4724605 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4725142.500000 Penalty: 3427.124756
	Iteration 12Q: 3 clusters Score -4725142 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4725517.500000 Penalty: 3427.124756
	Iteration 13Q: 3 clusters Score -4725518 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4725770.500000 Penalty: 3427.124756
	Iteration 14Q: 3 clusters Score -4725770 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4725920.000000 Penalty: 3427.124756
	Iteration 15Q: 3 clusters Score -4725920 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4726036.000000 Penalty: 3427.124756
	Iteration 16Q: 3 clusters Score -4726036 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4726099.500000 Penalty: 3427.124756
	Iteration 17Q: 3 clusters Score -4726100 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4726183.500000 Penalty: 3427.124756
	Iteration 18Q: 3 clusters Score -4726184 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4726234.000000 Penalty: 3427.124756
	Iteration 19Q: 3 clusters Score -4726234 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4726268.500000 Penalty: 3427.124756
	Iteration 20F: 3 clusters Score -4726268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4726303.000000 Penalty: 3427.124756
	Iteration 21Q: 3 clusters Score -4726303 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4726330.500000 Penalty: 3427.124756
	Iteration 22Q: 3 clusters Score -4726330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4726350.500000 Penalty: 3427.124756
	Iteration 23Q: 3 clusters Score -4726350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4726359.500000 Penalty: 3427.124756
	Iteration 24Q: 3 clusters Score -4726360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4726374.500000 Penalty: 3427.124756
	Iteration 25Q: 3 clusters Score -4726374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4726386.500000 Penalty: 3427.124756
	Iteration 26Q: 3 clusters Score -4726386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4726393.500000 Penalty: 3427.124756
	Iteration 27Q: 3 clusters Score -4726394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4726401.000000 Penalty: 3427.124756
	Iteration 28Q: 3 clusters Score -4726401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4726398.500000 Penalty: 3427.124756
	Iteration 29Q: 3 clusters Score -4726398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4726404.000000 Penalty: 3427.124756
	Iteration 30Q: 3 clusters Score -4726404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4726404.500000 Penalty: 3427.124756
	Iteration 31Q: 3 clusters Score -4726404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4726404.500000 Penalty: 3427.124756
	Iteration 32F: 3 clusters Score -4726404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Entering Unmasked Estep 
Score: -633072.687500 Penalty: 1383.913818
	Iteration 0F: 2 clusters Score -633072.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -629103.500000 Penalty: 2767.827637
	Iteration 0F: 3 clusters Score -629103.5 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -630133.250000 Penalty: 2767.827637
	Iteration 1F: 3 clusters Score -630133.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -630282.625000 Penalty: 2767.827637
	Iteration 2F: 3 clusters Score -630282.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -630391.000000 Penalty: 2767.827637
	Iteration 3Q: 3 clusters Score -630391 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -630469.250000 Penalty: 2767.827637
	Iteration 4Q: 3 clusters Score -630469.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -630529.500000 Penalty: 2767.827637
	Iteration 5Q: 3 clusters Score -630529.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -630580.875000 Penalty: 2767.827637
	Iteration 6Q: 3 clusters Score -630580.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -630631.312500 Penalty: 2767.827637
	Iteration 7Q: 3 clusters Score -630631.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -630665.562500 Penalty: 2767.827637
	Iteration 8Q: 3 clusters Score -630665.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -630692.187500 Penalty: 2767.827637
	Iteration 9Q: 3 clusters Score -630692.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -630713.812500 Penalty: 2767.827637
	Iteration 10Q: 3 clusters Score -630713.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -630733.062500 Penalty: 2767.827637
	Iteration 11Q: 3 clusters Score -630733.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -630749.500000 Penalty: 2767.827637
	Iteration 12Q: 3 clusters Score -630749.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -630756.062500 Penalty: 2767.827637
	Iteration 13Q: 3 clusters Score -630756.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -630761.562500 Penalty: 2767.827637
	Iteration 14Q: 3 clusters Score -630761.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -630769.937500 Penalty: 2767.827637
	Iteration 15Q: 3 clusters Score -630769.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -630778.062500 Penalty: 2767.827637
	Iteration 16Q: 3 clusters Score -630778.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -630791.750000 Penalty: 2767.827637
	Iteration 17Q: 3 clusters Score -630791.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -630805.750000 Penalty: 2767.827637
	Iteration 18Q: 3 clusters Score -630805.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -630814.500000 Penalty: 2767.827637
	Iteration 19Q: 3 clusters Score -630814.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -630826.500000 Penalty: 2767.827637
	Iteration 20F: 3 clusters Score -630826.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -630843.500000 Penalty: 2767.827637
	Iteration 21Q: 3 clusters Score -630843.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -630857.250000 Penalty: 2767.827637
	Iteration 22Q: 3 clusters Score -630857.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -630875.750000 Penalty: 2767.827637
	Iteration 23Q: 3 clusters Score -630875.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -630899.625000 Penalty: 2767.827637
	Iteration 24Q: 3 clusters Score -630899.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -630923.250000 Penalty: 2767.827637
	Iteration 25Q: 3 clusters Score -630923.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -630950.750000 Penalty: 2767.827637
	Iteration 26Q: 3 clusters Score -630950.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -630980.375000 Penalty: 2767.827637
	Iteration 27Q: 3 clusters Score -630980.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -631014.312500 Penalty: 2767.827637
	Iteration 28Q: 3 clusters Score -631014.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -631049.687500 Penalty: 2767.827637
	Iteration 29Q: 3 clusters Score -631049.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -631089.625000 Penalty: 2767.827637
	Iteration 30Q: 3 clusters Score -631089.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -631125.750000 Penalty: 2767.827637
	Iteration 31Q: 3 clusters Score -631125.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -631154.250000 Penalty: 2767.827637
	Iteration 32Q: 3 clusters Score -631154.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -631194.375000 Penalty: 2767.827637
	Iteration 33Q: 3 clusters Score -631194.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -631222.812500 Penalty: 2767.827637
	Iteration 34Q: 3 clusters Score -631222.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -631244.687500 Penalty: 2767.827637
	Iteration 35Q: 3 clusters Score -631244.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -631266.437500 Penalty: 2767.827637
	Iteration 36Q: 3 clusters Score -631266.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -631291.437500 Penalty: 2767.827637
	Iteration 37Q: 3 clusters Score -631291.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -631314.437500 Penalty: 2767.827637
	Iteration 38Q: 3 clusters Score -631314.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -631334.500000 Penalty: 2767.827637
	Iteration 39Q: 3 clusters Score -631334.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -631356.500000 Penalty: 2767.827637
	Iteration 40F: 3 clusters Score -631356.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -631378.875000 Penalty: 2767.827637
	Iteration 41Q: 3 clusters Score -631378.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -631395.187500 Penalty: 2767.827637
	Iteration 42Q: 3 clusters Score -631395.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -631408.250000 Penalty: 2767.827637
	Iteration 43Q: 3 clusters Score -631408.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -631424.062500 Penalty: 2767.827637
	Iteration 44Q: 3 clusters Score -631424.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -631442.125000 Penalty: 2767.827637
	Iteration 45Q: 3 clusters Score -631442.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -631465.437500 Penalty: 2767.827637
	Iteration 46Q: 3 clusters Score -631465.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -631485.687500 Penalty: 2767.827637
	Iteration 47Q: 3 clusters Score -631485.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -631511.875000 Penalty: 2767.827637
	Iteration 48Q: 3 clusters Score -631511.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -631537.062500 Penalty: 2767.827637
	Iteration 49Q: 3 clusters Score -631537.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -631563.562500 Penalty: 2767.827637
	Iteration 50Q: 3 clusters Score -631563.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -631578.875000 Penalty: 2767.827637
	Iteration 51Q: 3 clusters Score -631578.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -631598.437500 Penalty: 2767.827637
	Iteration 52Q: 3 clusters Score -631598.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -631616.750000 Penalty: 2767.827637
	Iteration 53Q: 3 clusters Score -631616.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -631634.875000 Penalty: 2767.827637
	Iteration 54Q: 3 clusters Score -631634.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -631650.500000 Penalty: 2767.827637
	Iteration 55Q: 3 clusters Score -631650.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -631665.750000 Penalty: 2767.827637
	Iteration 56Q: 3 clusters Score -631665.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -631677.687500 Penalty: 2767.827637
	Iteration 57Q: 3 clusters Score -631677.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -631690.875000 Penalty: 2767.827637
	Iteration 58Q: 3 clusters Score -631690.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -631706.250000 Penalty: 2767.827637
	Iteration 59Q: 3 clusters Score -631706.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -631716.000000 Penalty: 2767.827637
	Iteration 60F: 3 clusters Score -631716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -631721.937500 Penalty: 2767.827637
	Iteration 61Q: 3 clusters Score -631721.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -631726.625000 Penalty: 2767.827637
	Iteration 62Q: 3 clusters Score -631726.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -631728.812500 Penalty: 2767.827637
	Iteration 63Q: 3 clusters Score -631728.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -631733.187500 Penalty: 2767.827637
	Iteration 64Q: 3 clusters Score -631733.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -631739.875000 Penalty: 2767.827637
	Iteration 65Q: 3 clusters Score -631739.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -631743.125000 Penalty: 2767.827637
	Iteration 66Q: 3 clusters Score -631743.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -631747.937500 Penalty: 2767.827637
	Iteration 67Q: 3 clusters Score -631747.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -631753.750000 Penalty: 2767.827637
	Iteration 68Q: 3 clusters Score -631753.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -631756.625000 Penalty: 2767.827637
	Iteration 69Q: 3 clusters Score -631756.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -631762.125000 Penalty: 2767.827637
	Iteration 70Q: 3 clusters Score -631762.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -631764.375000 Penalty: 2767.827637
	Iteration 71Q: 3 clusters Score -631764.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -631769.250000 Penalty: 2767.827637
	Iteration 72Q: 3 clusters Score -631769.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -631770.687500 Penalty: 2767.827637
	Iteration 73Q: 3 clusters Score -631770.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -631773.687500 Penalty: 2767.827637
	Iteration 74Q: 3 clusters Score -631773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -631774.312500 Penalty: 2767.827637
	Iteration 75Q: 3 clusters Score -631774.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -631775.125000 Penalty: 2767.827637
	Iteration 76Q: 3 clusters Score -631775.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -631777.500000 Penalty: 2767.827637
	Iteration 77Q: 3 clusters Score -631777.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -631778.187500 Penalty: 2767.827637
	Iteration 78Q: 3 clusters Score -631778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -631779.687500 Penalty: 2767.827637
	Iteration 79Q: 3 clusters Score -631779.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -631780.000000 Penalty: 2767.827637
	Iteration 80F: 3 clusters Score -631780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -631780.250000 Penalty: 2767.827637
	Iteration 81Q: 3 clusters Score -631780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -631780.625000 Penalty: 2767.827637
	Iteration 82Q: 3 clusters Score -631780.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -631780.625000 Penalty: 2767.827637
	Iteration 83F: 3 clusters Score -631780.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94535 members 
Entering Unmasked Estep 
Score: -11690040.000000 Penalty: 1861.717773
	Iteration 0F: 2 clusters Score -1.169004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -11628654.000000 Penalty: 3723.435547
	Iteration 0F: 3 clusters Score -1.162865e+07 nChanged 45270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -11654715.000000 Penalty: 3723.435547
	Iteration 1F: 3 clusters Score -1.165472e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -11655200.000000 Penalty: 3723.435547
	Iteration 2Q: 3 clusters Score -1.16552e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -11655824.000000 Penalty: 3723.435547
	Iteration 3Q: 3 clusters Score -1.165582e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -11656703.000000 Penalty: 3723.435547
	Iteration 4Q: 3 clusters Score -1.16567e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -11658047.000000 Penalty: 3723.435547
	Iteration 5Q: 3 clusters Score -1.165805e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -11660321.000000 Penalty: 3723.435547
	Iteration 6Q: 3 clusters Score -1.166032e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -11664138.000000 Penalty: 3723.435547
	Iteration 7F: 3 clusters Score -1.166414e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -11669217.000000 Penalty: 3723.435547
	Iteration 8F: 3 clusters Score -1.166922e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55494 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -11674777.000000 Penalty: 3723.435547
	Iteration 9F: 3 clusters Score -1.167478e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -11678816.000000 Penalty: 3723.435547
	Iteration 10F: 3 clusters Score -1.167882e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -11680514.000000 Penalty: 3723.435547
	Iteration 11Q: 3 clusters Score -1.168051e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -11681621.000000 Penalty: 3723.435547
	Iteration 12Q: 3 clusters Score -1.168162e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -11682489.000000 Penalty: 3723.435547
	Iteration 13Q: 3 clusters Score -1.168249e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -11683306.000000 Penalty: 3723.435547
	Iteration 14Q: 3 clusters Score -1.168331e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -11683953.000000 Penalty: 3723.435547
	Iteration 15Q: 3 clusters Score -1.168395e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -11684548.000000 Penalty: 3723.435547
	Iteration 16Q: 3 clusters Score -1.168455e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70209 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -11685027.000000 Penalty: 3723.435547
	Iteration 17Q: 3 clusters Score -1.168503e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71825 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -11685473.000000 Penalty: 3723.435547
	Iteration 18Q: 3 clusters Score -1.168547e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73335 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -11685907.000000 Penalty: 3723.435547
	Iteration 19Q: 3 clusters Score -1.168591e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -11686177.000000 Penalty: 3723.435547
	Iteration 20F: 3 clusters Score -1.168618e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76129 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -11686402.000000 Penalty: 3723.435547
	Iteration 21Q: 3 clusters Score -1.16864e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77425 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -11686617.000000 Penalty: 3723.435547
	Iteration 22Q: 3 clusters Score -1.168662e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78623 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -11686823.000000 Penalty: 3723.435547
	Iteration 23Q: 3 clusters Score -1.168682e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -11687067.000000 Penalty: 3723.435547
	Iteration 24Q: 3 clusters Score -1.168707e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -11687218.000000 Penalty: 3723.435547
	Iteration 25Q: 3 clusters Score -1.168722e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81651 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -11687330.000000 Penalty: 3723.435547
	Iteration 26Q: 3 clusters Score -1.168733e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82457 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -11687467.000000 Penalty: 3723.435547
	Iteration 27Q: 3 clusters Score -1.168747e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -11687510.000000 Penalty: 3723.435547
	Iteration 28Q: 3 clusters Score -1.168751e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83849 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -11687531.000000 Penalty: 3723.435547
	Iteration 29Q: 3 clusters Score -1.168753e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84489 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -11687616.000000 Penalty: 3723.435547
	Iteration 30Q: 3 clusters Score -1.168762e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85089 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -11687638.000000 Penalty: 3723.435547
	Iteration 31Q: 3 clusters Score -1.168764e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85630 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -11687641.000000 Penalty: 3723.435547
	Iteration 32Q: 3 clusters Score -1.168764e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86118 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -11687701.000000 Penalty: 3723.435547
	Iteration 33Q: 3 clusters Score -1.16877e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86577 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -11687734.000000 Penalty: 3723.435547
	Iteration 34Q: 3 clusters Score -1.168773e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87008 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -11687749.000000 Penalty: 3723.435547
	Iteration 35Q: 3 clusters Score -1.168775e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -11687709.000000 Penalty: 3723.435547
	Iteration 36Q: 3 clusters Score -1.168771e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87767 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -11687656.000000 Penalty: 3723.435547
	Iteration 37Q: 3 clusters Score -1.168766e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88099 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -11687708.000000 Penalty: 3723.435547
	Iteration 38Q: 3 clusters Score -1.168771e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88426 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -11687810.000000 Penalty: 3723.435547
	Iteration 39Q: 3 clusters Score -1.168781e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88742 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -11687857.000000 Penalty: 3723.435547
	Iteration 40F: 3 clusters Score -1.168786e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89026 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -11687951.000000 Penalty: 3723.435547
	Iteration 41Q: 3 clusters Score -1.168795e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89282 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -11688028.000000 Penalty: 3723.435547
	Iteration 42Q: 3 clusters Score -1.168803e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89521 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -11688092.000000 Penalty: 3723.435547
	Iteration 43Q: 3 clusters Score -1.168809e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89754 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -11688174.000000 Penalty: 3723.435547
	Iteration 44Q: 3 clusters Score -1.168817e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -11688187.000000 Penalty: 3723.435547
	Iteration 45Q: 3 clusters Score -1.168819e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90130 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -11688276.000000 Penalty: 3723.435547
	Iteration 46Q: 3 clusters Score -1.168828e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -11688334.000000 Penalty: 3723.435547
	Iteration 47Q: 3 clusters Score -1.168833e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90459 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -11688349.000000 Penalty: 3723.435547
	Iteration 48Q: 3 clusters Score -1.168835e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90606 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -11688383.000000 Penalty: 3723.435547
	Iteration 49Q: 3 clusters Score -1.168838e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90729 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -11688410.000000 Penalty: 3723.435547
	Iteration 50Q: 3 clusters Score -1.168841e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -11688434.000000 Penalty: 3723.435547
	Iteration 51Q: 3 clusters Score -1.168843e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90932 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -11688455.000000 Penalty: 3723.435547
	Iteration 52Q: 3 clusters Score -1.168846e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91019 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -11688479.000000 Penalty: 3723.435547
	Iteration 53Q: 3 clusters Score -1.168848e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91105 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -11688476.000000 Penalty: 3723.435547
	Iteration 54Q: 3 clusters Score -1.168848e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91174 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -11688535.000000 Penalty: 3723.435547
	Iteration 55Q: 3 clusters Score -1.168854e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -11688547.000000 Penalty: 3723.435547
	Iteration 56Q: 3 clusters Score -1.168855e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91307 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -11688591.000000 Penalty: 3723.435547
	Iteration 57Q: 3 clusters Score -1.168859e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91372 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -11688586.000000 Penalty: 3723.435547
	Iteration 58Q: 3 clusters Score -1.168859e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -11688573.000000 Penalty: 3723.435547
	Iteration 59Q: 3 clusters Score -1.168857e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91492 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -11688593.000000 Penalty: 3723.435547
	Iteration 60F: 3 clusters Score -1.168859e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -11688607.000000 Penalty: 3723.435547
	Iteration 61Q: 3 clusters Score -1.168861e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91611 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -11688625.000000 Penalty: 3723.435547
	Iteration 62Q: 3 clusters Score -1.168862e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -11688653.000000 Penalty: 3723.435547
	Iteration 63Q: 3 clusters Score -1.168865e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -11688630.000000 Penalty: 3723.435547
	Iteration 64Q: 3 clusters Score -1.168863e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91801 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -11688670.000000 Penalty: 3723.435547
	Iteration 65Q: 3 clusters Score -1.168867e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91854 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -11688660.000000 Penalty: 3723.435547
	Iteration 66Q: 3 clusters Score -1.168866e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91901 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -11688653.000000 Penalty: 3723.435547
	Iteration 67Q: 3 clusters Score -1.168865e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91943 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -11688643.000000 Penalty: 3723.435547
	Iteration 68Q: 3 clusters Score -1.168864e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91986 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -11688655.000000 Penalty: 3723.435547
	Iteration 69Q: 3 clusters Score -1.168866e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92031 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -11688646.000000 Penalty: 3723.435547
	Iteration 70Q: 3 clusters Score -1.168865e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92071 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -11688667.000000 Penalty: 3723.435547
	Iteration 71Q: 3 clusters Score -1.168867e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92104 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -11688656.000000 Penalty: 3723.435547
	Iteration 72Q: 3 clusters Score -1.168866e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92139 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -11688655.000000 Penalty: 3723.435547
	Iteration 73Q: 3 clusters Score -1.168866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92162 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -11688645.000000 Penalty: 3723.435547
	Iteration 74Q: 3 clusters Score -1.168864e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92185 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -11688642.000000 Penalty: 3723.435547
	Iteration 75Q: 3 clusters Score -1.168864e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92206 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -11688635.000000 Penalty: 3723.435547
	Iteration 76Q: 3 clusters Score -1.168864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92231 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -11688630.000000 Penalty: 3723.435547
	Iteration 77Q: 3 clusters Score -1.168863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92253 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -11688633.000000 Penalty: 3723.435547
	Iteration 78Q: 3 clusters Score -1.168863e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92270 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -11688638.000000 Penalty: 3723.435547
	Iteration 79Q: 3 clusters Score -1.168864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92295 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -11688644.000000 Penalty: 3723.435547
	Iteration 80F: 3 clusters Score -1.168864e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92318 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -11688647.000000 Penalty: 3723.435547
	Iteration 81Q: 3 clusters Score -1.168865e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92341 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -11688651.000000 Penalty: 3723.435547
	Iteration 82Q: 3 clusters Score -1.168865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92368 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -11688653.000000 Penalty: 3723.435547
	Iteration 83Q: 3 clusters Score -1.168865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92393 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -11688654.000000 Penalty: 3723.435547
	Iteration 84Q: 3 clusters Score -1.168865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92412 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -11688648.000000 Penalty: 3723.435547
	Iteration 85Q: 3 clusters Score -1.168865e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92433 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -11688659.000000 Penalty: 3723.435547
	Iteration 86Q: 3 clusters Score -1.168866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92449 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -11688649.000000 Penalty: 3723.435547
	Iteration 87Q: 3 clusters Score -1.168865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92465 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -11688651.000000 Penalty: 3723.435547
	Iteration 88Q: 3 clusters Score -1.168865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92484 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -11688649.000000 Penalty: 3723.435547
	Iteration 89Q: 3 clusters Score -1.168865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92499 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -11688646.000000 Penalty: 3723.435547
	Iteration 90Q: 3 clusters Score -1.168865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -11688641.000000 Penalty: 3723.435547
	Iteration 91Q: 3 clusters Score -1.168864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92526 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -11688651.000000 Penalty: 3723.435547
	Iteration 92Q: 3 clusters Score -1.168865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92537 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -11688651.000000 Penalty: 3723.435547
	Iteration 93Q: 3 clusters Score -1.168865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92546 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -11688636.000000 Penalty: 3723.435547
	Iteration 94Q: 3 clusters Score -1.168864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92558 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -11688646.000000 Penalty: 3723.435547
	Iteration 95Q: 3 clusters Score -1.168865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92573 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -11688652.000000 Penalty: 3723.435547
	Iteration 96Q: 3 clusters Score -1.168865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92582 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -11688667.000000 Penalty: 3723.435547
	Iteration 97Q: 3 clusters Score -1.168867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -11688660.000000 Penalty: 3723.435547
	Iteration 98Q: 3 clusters Score -1.168866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92598 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -11688659.000000 Penalty: 3723.435547
	Iteration 99Q: 3 clusters Score -1.168866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92610 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -11688665.000000 Penalty: 3723.435547
	Iteration 100F: 3 clusters Score -1.168866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92619 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -11688659.000000 Penalty: 3723.435547
	Iteration 101Q: 3 clusters Score -1.168866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92628 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -11688661.000000 Penalty: 3723.435547
	Iteration 102Q: 3 clusters Score -1.168866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92636 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -11688652.000000 Penalty: 3723.435547
	Iteration 103Q: 3 clusters Score -1.168865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -11688672.000000 Penalty: 3723.435547
	Iteration 104Q: 3 clusters Score -1.168867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -11688663.000000 Penalty: 3723.435547
	Iteration 105Q: 3 clusters Score -1.168866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92650 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -11688666.000000 Penalty: 3723.435547
	Iteration 106Q: 3 clusters Score -1.168867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -11688669.000000 Penalty: 3723.435547
	Iteration 107Q: 3 clusters Score -1.168867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92664 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -11688658.000000 Penalty: 3723.435547
	Iteration 108Q: 3 clusters Score -1.168866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92672 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -11688671.000000 Penalty: 3723.435547
	Iteration 109Q: 3 clusters Score -1.168867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92680 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -11688666.000000 Penalty: 3723.435547
	Iteration 110Q: 3 clusters Score -1.168867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92686 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -11688665.000000 Penalty: 3723.435547
	Iteration 111Q: 3 clusters Score -1.168866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92694 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -11688673.000000 Penalty: 3723.435547
	Iteration 112Q: 3 clusters Score -1.168867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92703 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -11688668.000000 Penalty: 3723.435547
	Iteration 113Q: 3 clusters Score -1.168867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92716 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -11688676.000000 Penalty: 3723.435547
	Iteration 114Q: 3 clusters Score -1.168868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92735 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -11688689.000000 Penalty: 3723.435547
	Iteration 115Q: 3 clusters Score -1.168869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92749 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -11688683.000000 Penalty: 3723.435547
	Iteration 116Q: 3 clusters Score -1.168868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92766 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -11688675.000000 Penalty: 3723.435547
	Iteration 117Q: 3 clusters Score -1.168868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92779 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -11688687.000000 Penalty: 3723.435547
	Iteration 118Q: 3 clusters Score -1.168869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92792 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -11688690.000000 Penalty: 3723.435547
	Iteration 119Q: 3 clusters Score -1.168869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92801 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -11688693.000000 Penalty: 3723.435547
	Iteration 120F: 3 clusters Score -1.168869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92810 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -11688679.000000 Penalty: 3723.435547
	Iteration 121Q: 3 clusters Score -1.168868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92822 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -11688674.000000 Penalty: 3723.435547
	Iteration 122Q: 3 clusters Score -1.168867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92833 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -11688678.000000 Penalty: 3723.435547
	Iteration 123Q: 3 clusters Score -1.168868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -11688664.000000 Penalty: 3723.435547
	Iteration 124Q: 3 clusters Score -1.168866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92863 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -11688666.000000 Penalty: 3723.435547
	Iteration 125Q: 3 clusters Score -1.168867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92878 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -11688673.000000 Penalty: 3723.435547
	Iteration 126Q: 3 clusters Score -1.168867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -11688670.000000 Penalty: 3723.435547
	Iteration 127Q: 3 clusters Score -1.168867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92905 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -11688652.000000 Penalty: 3723.435547
	Iteration 128Q: 3 clusters Score -1.168865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92913 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -11688653.000000 Penalty: 3723.435547
	Iteration 129Q: 3 clusters Score -1.168865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -11688658.000000 Penalty: 3723.435547
	Iteration 130Q: 3 clusters Score -1.168866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92935 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -11688641.000000 Penalty: 3723.435547
	Iteration 131Q: 3 clusters Score -1.168864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92945 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -11688639.000000 Penalty: 3723.435547
	Iteration 132Q: 3 clusters Score -1.168864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -11688639.000000 Penalty: 3723.435547
	Iteration 133Q: 3 clusters Score -1.168864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -11688633.000000 Penalty: 3723.435547
	Iteration 134Q: 3 clusters Score -1.168863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -11688633.000000 Penalty: 3723.435547
	Iteration 135F: 3 clusters Score -1.168863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Entering Unmasked Estep 
Score: -759246.875000 Penalty: 1418.079590
	Iteration 0F: 2 clusters Score -759246.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -754527.187500 Penalty: 2836.159180
	Iteration 0F: 3 clusters Score -754527.2 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -755823.625000 Penalty: 2836.159180
	Iteration 1F: 3 clusters Score -755823.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -756006.375000 Penalty: 2836.159180
	Iteration 2F: 3 clusters Score -756006.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -756138.562500 Penalty: 2836.159180
	Iteration 3Q: 3 clusters Score -756138.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -756250.125000 Penalty: 2836.159180
	Iteration 4Q: 3 clusters Score -756250.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -756367.562500 Penalty: 2836.159180
	Iteration 5Q: 3 clusters Score -756367.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -756478.375000 Penalty: 2836.159180
	Iteration 6Q: 3 clusters Score -756478.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -756599.437500 Penalty: 2836.159180
	Iteration 7Q: 3 clusters Score -756599.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -756735.062500 Penalty: 2836.159180
	Iteration 8Q: 3 clusters Score -756735.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -756902.875000 Penalty: 2836.159180
	Iteration 9Q: 3 clusters Score -756902.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -757079.312500 Penalty: 2836.159180
	Iteration 10Q: 3 clusters Score -757079.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -757254.000000 Penalty: 2836.159180
	Iteration 11Q: 3 clusters Score -757254 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -757399.250000 Penalty: 2836.159180
	Iteration 12Q: 3 clusters Score -757399.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -757548.062500 Penalty: 2836.159180
	Iteration 13Q: 3 clusters Score -757548.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -757676.500000 Penalty: 2836.159180
	Iteration 14Q: 3 clusters Score -757676.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -757763.187500 Penalty: 2836.159180
	Iteration 15Q: 3 clusters Score -757763.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -757799.562500 Penalty: 2836.159180
	Iteration 16Q: 3 clusters Score -757799.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -757832.812500 Penalty: 2836.159180
	Iteration 17Q: 3 clusters Score -757832.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -757859.750000 Penalty: 2836.159180
	Iteration 18Q: 3 clusters Score -757859.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -757882.312500 Penalty: 2836.159180
	Iteration 19Q: 3 clusters Score -757882.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -757900.312500 Penalty: 2836.159180
	Iteration 20F: 3 clusters Score -757900.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -757915.875000 Penalty: 2836.159180
	Iteration 21Q: 3 clusters Score -757915.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -757935.875000 Penalty: 2836.159180
	Iteration 22Q: 3 clusters Score -757935.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -757951.250000 Penalty: 2836.159180
	Iteration 23Q: 3 clusters Score -757951.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -757961.875000 Penalty: 2836.159180
	Iteration 24Q: 3 clusters Score -757961.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -757970.562500 Penalty: 2836.159180
	Iteration 25Q: 3 clusters Score -757970.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -757980.312500 Penalty: 2836.159180
	Iteration 26Q: 3 clusters Score -757980.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -757990.062500 Penalty: 2836.159180
	Iteration 27Q: 3 clusters Score -757990.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -757994.812500 Penalty: 2836.159180
	Iteration 28Q: 3 clusters Score -757994.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -757998.687500 Penalty: 2836.159180
	Iteration 29Q: 3 clusters Score -757998.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -758002.187500 Penalty: 2836.159180
	Iteration 30Q: 3 clusters Score -758002.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -758006.375000 Penalty: 2836.159180
	Iteration 31Q: 3 clusters Score -758006.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -758009.625000 Penalty: 2836.159180
	Iteration 32Q: 3 clusters Score -758009.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -758013.437500 Penalty: 2836.159180
	Iteration 33Q: 3 clusters Score -758013.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -758017.937500 Penalty: 2836.159180
	Iteration 34Q: 3 clusters Score -758017.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -758018.750000 Penalty: 2836.159180
	Iteration 35Q: 3 clusters Score -758018.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -758020.562500 Penalty: 2836.159180
	Iteration 36Q: 3 clusters Score -758020.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -758021.375000 Penalty: 2836.159180
	Iteration 37Q: 3 clusters Score -758021.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -758022.187500 Penalty: 2836.159180
	Iteration 38Q: 3 clusters Score -758022.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -758021.500000 Penalty: 2836.159180
	Iteration 39Q: 3 clusters Score -758021.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -758024.312500 Penalty: 2836.159180
	Iteration 40F: 3 clusters Score -758024.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -758022.312500 Penalty: 2836.159180
	Iteration 41Q: 3 clusters Score -758022.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -758022.312500 Penalty: 2836.159180
	Iteration 42F: 3 clusters Score -758022.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Entering Unmasked Estep 
Score: -352470.437500 Penalty: 1291.497803
	Iteration 0F: 2 clusters Score -352470.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -349865.531250 Penalty: 2582.995605
	Iteration 0F: 3 clusters Score -349865.5 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -350454.093750 Penalty: 2582.995605
	Iteration 1F: 3 clusters Score -350454.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -350605.375000 Penalty: 2582.995605
	Iteration 2F: 3 clusters Score -350605.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -350708.156250 Penalty: 2582.995605
	Iteration 3F: 3 clusters Score -350708.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -350763.187500 Penalty: 2582.995605
	Iteration 4Q: 3 clusters Score -350763.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -350807.500000 Penalty: 2582.995605
	Iteration 5Q: 3 clusters Score -350807.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -350848.312500 Penalty: 2582.995605
	Iteration 6Q: 3 clusters Score -350848.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -350886.937500 Penalty: 2582.995605
	Iteration 7Q: 3 clusters Score -350886.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -350917.843750 Penalty: 2582.995605
	Iteration 8Q: 3 clusters Score -350917.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -350937.250000 Penalty: 2582.995605
	Iteration 9Q: 3 clusters Score -350937.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -350958.625000 Penalty: 2582.995605
	Iteration 10Q: 3 clusters Score -350958.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -350982.906250 Penalty: 2582.995605
	Iteration 11Q: 3 clusters Score -350982.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -351007.593750 Penalty: 2582.995605
	Iteration 12Q: 3 clusters Score -351007.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -351030.156250 Penalty: 2582.995605
	Iteration 13Q: 3 clusters Score -351030.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -351049.531250 Penalty: 2582.995605
	Iteration 14Q: 3 clusters Score -351049.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -351069.562500 Penalty: 2582.995605
	Iteration 15Q: 3 clusters Score -351069.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -351083.281250 Penalty: 2582.995605
	Iteration 16Q: 3 clusters Score -351083.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -351098.062500 Penalty: 2582.995605
	Iteration 17Q: 3 clusters Score -351098.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -351118.500000 Penalty: 2582.995605
	Iteration 18Q: 3 clusters Score -351118.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -351148.937500 Penalty: 2582.995605
	Iteration 19Q: 3 clusters Score -351148.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -351184.031250 Penalty: 2582.995605
	Iteration 20F: 3 clusters Score -351184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -351208.937500 Penalty: 2582.995605
	Iteration 21Q: 3 clusters Score -351208.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -351243.312500 Penalty: 2582.995605
	Iteration 22Q: 3 clusters Score -351243.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -351274.406250 Penalty: 2582.995605
	Iteration 23Q: 3 clusters Score -351274.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -351296.468750 Penalty: 2582.995605
	Iteration 24Q: 3 clusters Score -351296.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -351309.937500 Penalty: 2582.995605
	Iteration 25Q: 3 clusters Score -351309.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -351319.031250 Penalty: 2582.995605
	Iteration 26Q: 3 clusters Score -351319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -351327.781250 Penalty: 2582.995605
	Iteration 27Q: 3 clusters Score -351327.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -351335.187500 Penalty: 2582.995605
	Iteration 28Q: 3 clusters Score -351335.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -351347.156250 Penalty: 2582.995605
	Iteration 29Q: 3 clusters Score -351347.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -351363.437500 Penalty: 2582.995605
	Iteration 30Q: 3 clusters Score -351363.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -351379.125000 Penalty: 2582.995605
	Iteration 31Q: 3 clusters Score -351379.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -351397.218750 Penalty: 2582.995605
	Iteration 32Q: 3 clusters Score -351397.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -351406.500000 Penalty: 2582.995605
	Iteration 33Q: 3 clusters Score -351406.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -351413.156250 Penalty: 2582.995605
	Iteration 34Q: 3 clusters Score -351413.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -351422.625000 Penalty: 2582.995605
	Iteration 35Q: 3 clusters Score -351422.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -351429.312500 Penalty: 2582.995605
	Iteration 36Q: 3 clusters Score -351429.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -351436.250000 Penalty: 2582.995605
	Iteration 37Q: 3 clusters Score -351436.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -351441.250000 Penalty: 2582.995605
	Iteration 38Q: 3 clusters Score -351441.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -351443.937500 Penalty: 2582.995605
	Iteration 39Q: 3 clusters Score -351443.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -351449.000000 Penalty: 2582.995605
	Iteration 40F: 3 clusters Score -351449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -351449.875000 Penalty: 2582.995605
	Iteration 41Q: 3 clusters Score -351449.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -351454.375000 Penalty: 2582.995605
	Iteration 42Q: 3 clusters Score -351454.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -351457.562500 Penalty: 2582.995605
	Iteration 43Q: 3 clusters Score -351457.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -351458.937500 Penalty: 2582.995605
	Iteration 44Q: 3 clusters Score -351458.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -351461.093750 Penalty: 2582.995605
	Iteration 45Q: 3 clusters Score -351461.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -351462.593750 Penalty: 2582.995605
	Iteration 46Q: 3 clusters Score -351462.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -351463.750000 Penalty: 2582.995605
	Iteration 47Q: 3 clusters Score -351463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -351465.500000 Penalty: 2582.995605
	Iteration 48Q: 3 clusters Score -351465.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -351467.781250 Penalty: 2582.995605
	Iteration 49Q: 3 clusters Score -351467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -351469.125000 Penalty: 2582.995605
	Iteration 50Q: 3 clusters Score -351469.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -351469.125000 Penalty: 2582.995605
	Iteration 51F: 3 clusters Score -351469.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Entering Unmasked Estep 
Score: -373015.437500 Penalty: 1312.786865
	Iteration 0F: 2 clusters Score -373015.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -370185.000000 Penalty: 2625.573730
	Iteration 0F: 3 clusters Score -370185 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -370997.156250 Penalty: 2625.573730
	Iteration 1F: 3 clusters Score -370997.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -371333.406250 Penalty: 2625.573730
	Iteration 2F: 3 clusters Score -371333.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -371713.531250 Penalty: 2625.573730
	Iteration 3F: 3 clusters Score -371713.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -372160.625000 Penalty: 2625.573730
	Iteration 4F: 3 clusters Score -372160.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -372523.812500 Penalty: 2625.573730
	Iteration 5F: 3 clusters Score -372523.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -372830.531250 Penalty: 2625.573730
	Iteration 6F: 3 clusters Score -372830.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -372967.656250 Penalty: 2625.573730
	Iteration 7Q: 3 clusters Score -372967.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -373020.750000 Penalty: 2625.573730
	Iteration 8Q: 3 clusters Score -373020.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -373036.812500 Penalty: 2625.573730
	Iteration 9Q: 3 clusters Score -373036.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -373048.125000 Penalty: 2625.573730
	Iteration 10Q: 3 clusters Score -373048.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -373056.812500 Penalty: 2625.573730
	Iteration 11Q: 3 clusters Score -373056.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -373064.312500 Penalty: 2625.573730
	Iteration 12Q: 3 clusters Score -373064.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -373071.312500 Penalty: 2625.573730
	Iteration 13Q: 3 clusters Score -373071.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -373077.843750 Penalty: 2625.573730
	Iteration 14Q: 3 clusters Score -373077.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -373082.281250 Penalty: 2625.573730
	Iteration 15Q: 3 clusters Score -373082.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -373082.937500 Penalty: 2625.573730
	Iteration 16Q: 3 clusters Score -373082.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -373082.937500 Penalty: 2625.573730
	Iteration 17F: 3 clusters Score -373082.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79939 members 
Mstep: Class 2 contains 43357 members 
Mstep: Class 3 contains 85950 members 
Mstep: Class 4 contains 44998 members 
Mstep: Class 5 contains 6654 members 
Mstep: Class 6 contains 70273 members 
Mstep: Class 7 contains 60907 members 
Mstep: Class 8 contains 37987 members 
Mstep: Class 9 contains 4996 members 
Mstep: Class 10 contains 94535 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 2829 members 
Mstep: Class 13 contains 2861 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22397 members 
Mstep: Class 19 contains 56126 members 
Entering Unmasked Estep 
Score: -75574440.000000 Penalty: 36850.429688
Splitting cluster 13 changes total score from -75575128.000000 to -75574440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Entering Unmasked Estep 
Score: -108718.851562 Penalty: 1108.252686
	Iteration 0F: 2 clusters Score -108718.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -107351.078125 Penalty: 2216.505371
	Iteration 0F: 3 clusters Score -107351.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -107650.109375 Penalty: 2216.505371
	Iteration 1F: 3 clusters Score -107650.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -107812.914062 Penalty: 2216.505371
	Iteration 2F: 3 clusters Score -107812.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -107940.453125 Penalty: 2216.505371
	Iteration 3F: 3 clusters Score -107940.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -108079.187500 Penalty: 2216.505371
	Iteration 4F: 3 clusters Score -108079.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -108267.000000 Penalty: 2216.505371
	Iteration 5F: 3 clusters Score -108267 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -108378.921875 Penalty: 2216.505371
	Iteration 6Q: 3 clusters Score -108378.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -108440.718750 Penalty: 2216.505371
	Iteration 7Q: 3 clusters Score -108440.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -108484.304688 Penalty: 2216.505371
	Iteration 8Q: 3 clusters Score -108484.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -108490.945312 Penalty: 2216.505371
	Iteration 9Q: 3 clusters Score -108490.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -108500.101562 Penalty: 2216.505371
	Iteration 10Q: 3 clusters Score -108500.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -108503.656250 Penalty: 2216.505371
	Iteration 11Q: 3 clusters Score -108503.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -108504.726562 Penalty: 2216.505371
	Iteration 12Q: 3 clusters Score -108504.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -108509.289062 Penalty: 2216.505371
	Iteration 13Q: 3 clusters Score -108509.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -108530.164062 Penalty: 2216.505371
	Iteration 14Q: 3 clusters Score -108530.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -108536.968750 Penalty: 2216.505371
	Iteration 15Q: 3 clusters Score -108537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -108537.960938 Penalty: 2216.505371
	Iteration 16Q: 3 clusters Score -108538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -108537.960938 Penalty: 2216.505371
	Iteration 17F: 3 clusters Score -108538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Entering Unmasked Estep 
Score: -2690097.250000 Penalty: 1627.710938
	Iteration 0F: 2 clusters Score -2690097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2674826.750000 Penalty: 3255.421875
	Iteration 0F: 3 clusters Score -2674827 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2680390.000000 Penalty: 3255.421875
	Iteration 1F: 3 clusters Score -2680390 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2680757.750000 Penalty: 3255.421875
	Iteration 2Q: 3 clusters Score -2680758 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2681173.000000 Penalty: 3255.421875
	Iteration 3Q: 3 clusters Score -2681173 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2681654.750000 Penalty: 3255.421875
	Iteration 4Q: 3 clusters Score -2681655 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2682307.500000 Penalty: 3255.421875
	Iteration 5F: 3 clusters Score -2682308 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2683155.000000 Penalty: 3255.421875
	Iteration 6F: 3 clusters Score -2683155 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2684262.250000 Penalty: 3255.421875
	Iteration 7F: 3 clusters Score -2684262 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2685408.750000 Penalty: 3255.421875
	Iteration 8F: 3 clusters Score -2685409 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2686410.750000 Penalty: 3255.421875
	Iteration 9F: 3 clusters Score -2686411 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2687209.250000 Penalty: 3255.421875
	Iteration 10Q: 3 clusters Score -2687209 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2687689.500000 Penalty: 3255.421875
	Iteration 11Q: 3 clusters Score -2687690 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2688022.500000 Penalty: 3255.421875
	Iteration 12Q: 3 clusters Score -2688022 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2688263.500000 Penalty: 3255.421875
	Iteration 13Q: 3 clusters Score -2688264 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2688420.750000 Penalty: 3255.421875
	Iteration 14Q: 3 clusters Score -2688421 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2688510.250000 Penalty: 3255.421875
	Iteration 15Q: 3 clusters Score -2688510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2688565.250000 Penalty: 3255.421875
	Iteration 16Q: 3 clusters Score -2688565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2688604.500000 Penalty: 3255.421875
	Iteration 17Q: 3 clusters Score -2688604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2688625.750000 Penalty: 3255.421875
	Iteration 18Q: 3 clusters Score -2688626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2688637.500000 Penalty: 3255.421875
	Iteration 19Q: 3 clusters Score -2688638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2688646.250000 Penalty: 3255.421875
	Iteration 20F: 3 clusters Score -2688646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2688655.000000 Penalty: 3255.421875
	Iteration 21Q: 3 clusters Score -2688655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2688662.250000 Penalty: 3255.421875
	Iteration 22Q: 3 clusters Score -2688662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2688666.750000 Penalty: 3255.421875
	Iteration 23Q: 3 clusters Score -2688667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2688669.250000 Penalty: 3255.421875
	Iteration 24Q: 3 clusters Score -2688669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2688671.750000 Penalty: 3255.421875
	Iteration 25Q: 3 clusters Score -2688672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2688676.250000 Penalty: 3255.421875
	Iteration 26Q: 3 clusters Score -2688676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2688676.250000 Penalty: 3255.421875
	Iteration 27Q: 3 clusters Score -2688676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2688676.250000 Penalty: 3255.421875
	Iteration 28F: 3 clusters Score -2688676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Entering Unmasked Estep 
Score: -6989331.500000 Penalty: 1776.995117
	Iteration 0F: 2 clusters Score -6989332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -6951887.500000 Penalty: 3553.990234
	Iteration 0F: 3 clusters Score -6951888 nChanged 26424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -6967003.500000 Penalty: 3553.990234
	Iteration 1F: 3 clusters Score -6967004 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -6967430.500000 Penalty: 3553.990234
	Iteration 2Q: 3 clusters Score -6967430 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -6967970.000000 Penalty: 3553.990234
	Iteration 3Q: 3 clusters Score -6967970 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -6968616.000000 Penalty: 3553.990234
	Iteration 4Q: 3 clusters Score -6968616 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -6969557.500000 Penalty: 3553.990234
	Iteration 5Q: 3 clusters Score -6969558 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -6971025.000000 Penalty: 3553.990234
	Iteration 6Q: 3 clusters Score -6971025 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -6973269.000000 Penalty: 3553.990234
	Iteration 7F: 3 clusters Score -6973269 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -6976532.500000 Penalty: 3553.990234
	Iteration 8F: 3 clusters Score -6976532 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -6980324.500000 Penalty: 3553.990234
	Iteration 9F: 3 clusters Score -6980324 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -6983637.500000 Penalty: 3553.990234
	Iteration 10F: 3 clusters Score -6983638 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6985848.000000 Penalty: 3553.990234
	Iteration 11Q: 3 clusters Score -6985848 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6986930.000000 Penalty: 3553.990234
	Iteration 12Q: 3 clusters Score -6986930 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6987389.500000 Penalty: 3553.990234
	Iteration 13Q: 3 clusters Score -6987390 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6987569.500000 Penalty: 3553.990234
	Iteration 14Q: 3 clusters Score -6987570 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6987684.000000 Penalty: 3553.990234
	Iteration 15Q: 3 clusters Score -6987684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55816 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6987748.500000 Penalty: 3553.990234
	Iteration 16Q: 3 clusters Score -6987748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6987780.500000 Penalty: 3553.990234
	Iteration 17Q: 3 clusters Score -6987780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6987809.000000 Penalty: 3553.990234
	Iteration 18Q: 3 clusters Score -6987809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6987827.500000 Penalty: 3553.990234
	Iteration 19Q: 3 clusters Score -6987828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6987831.500000 Penalty: 3553.990234
	Iteration 20F: 3 clusters Score -6987832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6987837.000000 Penalty: 3553.990234
	Iteration 21Q: 3 clusters Score -6987837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6987846.000000 Penalty: 3553.990234
	Iteration 22Q: 3 clusters Score -6987846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6987847.500000 Penalty: 3553.990234
	Iteration 23Q: 3 clusters Score -6987848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6987853.000000 Penalty: 3553.990234
	Iteration 24Q: 3 clusters Score -6987853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6987859.000000 Penalty: 3553.990234
	Iteration 25Q: 3 clusters Score -6987859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6987864.000000 Penalty: 3553.990234
	Iteration 26Q: 3 clusters Score -6987864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6987872.000000 Penalty: 3553.990234
	Iteration 27Q: 3 clusters Score -6987872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6987880.000000 Penalty: 3553.990234
	Iteration 28Q: 3 clusters Score -6987880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6987886.500000 Penalty: 3553.990234
	Iteration 29Q: 3 clusters Score -6987886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6987889.500000 Penalty: 3553.990234
	Iteration 30Q: 3 clusters Score -6987890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6987888.500000 Penalty: 3553.990234
	Iteration 31Q: 3 clusters Score -6987888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6987894.000000 Penalty: 3553.990234
	Iteration 32Q: 3 clusters Score -6987894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6987898.000000 Penalty: 3553.990234
	Iteration 33Q: 3 clusters Score -6987898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6987905.500000 Penalty: 3553.990234
	Iteration 34Q: 3 clusters Score -6987906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6987907.000000 Penalty: 3553.990234
	Iteration 35Q: 3 clusters Score -6987907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6987907.000000 Penalty: 3553.990234
	Iteration 36F: 3 clusters Score -6987907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79939 members 
Mstep: Class 2 contains 43357 members 
Mstep: Class 3 contains 85950 members 
Mstep: Class 4 contains 44998 members 
Mstep: Class 5 contains 6654 members 
Mstep: Class 6 contains 70273 members 
Mstep: Class 7 contains 60907 members 
Mstep: Class 8 contains 37987 members 
Mstep: Class 9 contains 4996 members 
Mstep: Class 10 contains 94535 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 2829 members 
Mstep: Class 13 contains 3225 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22397 members 
Mstep: Class 19 contains 56126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575176.000000 Penalty: 34682.753906
Iteration 479Q: 17 clusters Score -7.557518e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 43357 members 
Mstep: Class 3 contains 85932 members 
Mstep: Class 4 contains 44996 members 
Mstep: Class 5 contains 6659 members 
Mstep: Class 6 contains 70266 members 
Mstep: Class 7 contains 60906 members 
Mstep: Class 8 contains 37980 members 
Mstep: Class 9 contains 5013 members 
Mstep: Class 10 contains 94531 members 
Mstep: Class 11 contains 6157 members 
Mstep: Class 12 contains 2829 members 
Mstep: Class 13 contains 3234 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22402 members 
Mstep: Class 19 contains 56139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575096.000000 Penalty: 34682.753906
Iteration 480F: 17 clusters Score -7.55751e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79932 members 
Mstep: Class 2 contains 43358 members 
Mstep: Class 3 contains 85919 members 
Mstep: Class 4 contains 44998 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 70262 members 
Mstep: Class 7 contains 60905 members 
Mstep: Class 8 contains 37977 members 
Mstep: Class 9 contains 5022 members 
Mstep: Class 10 contains 94526 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 2829 members 
Mstep: Class 13 contains 3244 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22405 members 
Mstep: Class 19 contains 56141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575088.000000 Penalty: 34682.753906
Iteration 481Q: 17 clusters Score -7.557509e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79927 members 
Mstep: Class 2 contains 43353 members 
Mstep: Class 3 contains 85919 members 
Mstep: Class 4 contains 44993 members 
Mstep: Class 5 contains 6671 members 
Mstep: Class 6 contains 70263 members 
Mstep: Class 7 contains 60899 members 
Mstep: Class 8 contains 37971 members 
Mstep: Class 9 contains 5029 members 
Mstep: Class 10 contains 94527 members 
Mstep: Class 11 contains 6148 members 
Mstep: Class 12 contains 2829 members 
Mstep: Class 13 contains 3254 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22407 members 
Mstep: Class 19 contains 56148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575072.000000 Penalty: 34682.753906
Iteration 482Q: 17 clusters Score -7.557507e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79922 members 
Mstep: Class 2 contains 43348 members 
Mstep: Class 3 contains 85916 members 
Mstep: Class 4 contains 44986 members 
Mstep: Class 5 contains 6680 members 
Mstep: Class 6 contains 70258 members 
Mstep: Class 7 contains 60893 members 
Mstep: Class 8 contains 37968 members 
Mstep: Class 9 contains 5039 members 
Mstep: Class 10 contains 94533 members 
Mstep: Class 11 contains 6142 members 
Mstep: Class 12 contains 2829 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22408 members 
Mstep: Class 19 contains 56149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575120.000000 Penalty: 34682.753906
Iteration 483Q: 17 clusters Score -7.557512e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79919 members 
Mstep: Class 2 contains 43346 members 
Mstep: Class 3 contains 85909 members 
Mstep: Class 4 contains 44977 members 
Mstep: Class 5 contains 6688 members 
Mstep: Class 6 contains 70252 members 
Mstep: Class 7 contains 60894 members 
Mstep: Class 8 contains 37963 members 
Mstep: Class 9 contains 5049 members 
Mstep: Class 10 contains 94527 members 
Mstep: Class 11 contains 6136 members 
Mstep: Class 12 contains 2829 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22418 members 
Mstep: Class 19 contains 56153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575136.000000 Penalty: 34682.753906
Iteration 484Q: 17 clusters Score -7.557514e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 43344 members 
Mstep: Class 3 contains 85911 members 
Mstep: Class 4 contains 44972 members 
Mstep: Class 5 contains 6697 members 
Mstep: Class 6 contains 70250 members 
Mstep: Class 7 contains 60891 members 
Mstep: Class 8 contains 37962 members 
Mstep: Class 9 contains 5056 members 
Mstep: Class 10 contains 94516 members 
Mstep: Class 11 contains 6130 members 
Mstep: Class 12 contains 2828 members 
Mstep: Class 13 contains 3291 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 18 contains 22429 members 
Mstep: Class 19 contains 56148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575208.000000 Penalty: 34682.753906
Iteration 485Q: 17 clusters Score -7.557521e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79911 members 
Mstep: Class 2 contains 43341 members 
Mstep: Class 3 contains 85913 members 
Mstep: Class 4 contains 44967 members 
Mstep: Class 5 contains 6707 members 
Mstep: Class 6 contains 70252 members 
Mstep: Class 7 contains 60893 members 
Mstep: Class 8 contains 37960 members 
Mstep: Class 9 contains 5062 members 
Mstep: Class 10 contains 94494 members 
Mstep: Class 11 contains 6119 members 
Mstep: Class 12 contains 2828 members 
Mstep: Class 13 contains 3300 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 18 contains 22444 members 
Mstep: Class 19 contains 56148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575232.000000 Penalty: 34682.753906
Iteration 486Q: 17 clusters Score -7.557523e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 43338 members 
Mstep: Class 3 contains 85906 members 
Mstep: Class 4 contains 44964 members 
Mstep: Class 5 contains 6716 members 
Mstep: Class 6 contains 70251 members 
Mstep: Class 7 contains 60891 members 
Mstep: Class 8 contains 37962 members 
Mstep: Class 9 contains 5069 members 
Mstep: Class 10 contains 94488 members 
Mstep: Class 11 contains 6115 members 
Mstep: Class 12 contains 2828 members 
Mstep: Class 13 contains 3315 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 18 contains 22447 members 
Mstep: Class 19 contains 56145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575248.000000 Penalty: 34682.753906
Iteration 487Q: 17 clusters Score -7.557525e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 43334 members 
Mstep: Class 3 contains 85902 members 
Mstep: Class 4 contains 44962 members 
Mstep: Class 5 contains 6717 members 
Mstep: Class 6 contains 70252 members 
Mstep: Class 7 contains 60889 members 
Mstep: Class 8 contains 37958 members 
Mstep: Class 9 contains 5075 members 
Mstep: Class 10 contains 94481 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 2828 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 18 contains 22458 members 
Mstep: Class 19 contains 56153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575232.000000 Penalty: 34682.753906
Iteration 488Q: 17 clusters Score -7.557523e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79891 members 
Mstep: Class 2 contains 43328 members 
Mstep: Class 3 contains 85907 members 
Mstep: Class 4 contains 44960 members 
Mstep: Class 5 contains 6724 members 
Mstep: Class 6 contains 70256 members 
Mstep: Class 7 contains 60885 members 
Mstep: Class 8 contains 37962 members 
Mstep: Class 9 contains 5077 members 
Mstep: Class 10 contains 94460 members 
Mstep: Class 11 contains 6091 members 
Mstep: Class 12 contains 2828 members 
Mstep: Class 13 contains 3346 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 18 contains 22465 members 
Mstep: Class 19 contains 56161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575216.000000 Penalty: 34682.753906
Iteration 489Q: 17 clusters Score -7.557522e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79887 members 
Mstep: Class 2 contains 43322 members 
Mstep: Class 3 contains 85905 members 
Mstep: Class 4 contains 44955 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 70256 members 
Mstep: Class 7 contains 60884 members 
Mstep: Class 8 contains 37962 members 
Mstep: Class 9 contains 5082 members 
Mstep: Class 10 contains 94444 members 
Mstep: Class 11 contains 6078 members 
Mstep: Class 12 contains 2828 members 
Mstep: Class 13 contains 3360 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 18 contains 22485 members 
Mstep: Class 19 contains 56162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575208.000000 Penalty: 34682.753906
Iteration 490Q: 17 clusters Score -7.557521e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79882 members 
Mstep: Class 2 contains 43319 members 
Mstep: Class 3 contains 85900 members 
Mstep: Class 4 contains 44946 members 
Mstep: Class 5 contains 6739 members 
Mstep: Class 6 contains 70260 members 
Mstep: Class 7 contains 60879 members 
Mstep: Class 8 contains 37963 members 
Mstep: Class 9 contains 5087 members 
Mstep: Class 10 contains 94432 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 2828 members 
Mstep: Class 13 contains 3375 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 18 contains 22497 members 
Mstep: Class 19 contains 56170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575160.000000 Penalty: 34682.753906
Iteration 491Q: 17 clusters Score -7.557516e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 43320 members 
Mstep: Class 3 contains 85900 members 
Mstep: Class 4 contains 44934 members 
Mstep: Class 5 contains 6749 members 
Mstep: Class 6 contains 70260 members 
Mstep: Class 7 contains 60882 members 
Mstep: Class 8 contains 37964 members 
Mstep: Class 9 contains 5095 members 
Mstep: Class 10 contains 94405 members 
Mstep: Class 11 contains 6055 members 
Mstep: Class 12 contains 2828 members 
Mstep: Class 13 contains 3392 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 18 contains 22505 members 
Mstep: Class 19 contains 56169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575144.000000 Penalty: 34682.753906
Iteration 492Q: 17 clusters Score -7.557514e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79875 members 
Mstep: Class 2 contains 43322 members 
Mstep: Class 3 contains 85900 members 
Mstep: Class 4 contains 44931 members 
Mstep: Class 5 contains 6755 members 
Mstep: Class 6 contains 70259 members 
Mstep: Class 7 contains 60876 members 
Mstep: Class 8 contains 37966 members 
Mstep: Class 9 contains 5101 members 
Mstep: Class 10 contains 94393 members 
Mstep: Class 11 contains 6040 members 
Mstep: Class 12 contains 2827 members 
Mstep: Class 13 contains 3409 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 18 contains 22512 members 
Mstep: Class 19 contains 56175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575072.000000 Penalty: 34682.753906
Iteration 493Q: 17 clusters Score -7.557507e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79872 members 
Mstep: Class 2 contains 43329 members 
Mstep: Class 3 contains 85902 members 
Mstep: Class 4 contains 44931 members 
Mstep: Class 5 contains 6761 members 
Mstep: Class 6 contains 70261 members 
Mstep: Class 7 contains 60871 members 
Mstep: Class 8 contains 37965 members 
Mstep: Class 9 contains 5106 members 
Mstep: Class 10 contains 94362 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 2826 members 
Mstep: Class 13 contains 3429 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 18 contains 22519 members 
Mstep: Class 19 contains 56184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575080.000000 Penalty: 34682.753906
Iteration 494Q: 17 clusters Score -7.557508e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79864 members 
Mstep: Class 2 contains 43341 members 
Mstep: Class 3 contains 85899 members 
Mstep: Class 4 contains 44930 members 
Mstep: Class 5 contains 6777 members 
Mstep: Class 6 contains 70256 members 
Mstep: Class 7 contains 60876 members 
Mstep: Class 8 contains 37967 members 
Mstep: Class 9 contains 5101 members 
Mstep: Class 10 contains 94330 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 2823 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 18 contains 22536 members 
Mstep: Class 19 contains 56191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575072.000000 Penalty: 34682.753906
Iteration 495Q: 17 clusters Score -7.557507e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79863 members 
Mstep: Class 2 contains 43350 members 
Mstep: Class 3 contains 85886 members 
Mstep: Class 4 contains 44933 members 
Mstep: Class 5 contains 6793 members 
Mstep: Class 6 contains 70253 members 
Mstep: Class 7 contains 60872 members 
Mstep: Class 8 contains 37968 members 
Mstep: Class 9 contains 5112 members 
Mstep: Class 10 contains 94294 members 
Mstep: Class 11 contains 5985 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 3461 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 18 contains 22554 members 
Mstep: Class 19 contains 56195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575216.000000 Penalty: 34682.753906
Iteration 496Q: 17 clusters Score -7.557522e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 43347 members 
Mstep: Class 3 contains 85876 members 
Mstep: Class 4 contains 44934 members 
Mstep: Class 5 contains 6808 members 
Mstep: Class 6 contains 70255 members 
Mstep: Class 7 contains 60873 members 
Mstep: Class 8 contains 37972 members 
Mstep: Class 9 contains 5116 members 
Mstep: Class 10 contains 94269 members 
Mstep: Class 11 contains 5969 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 3478 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 18 contains 22561 members 
Mstep: Class 19 contains 56200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575160.000000 Penalty: 34682.753906
Iteration 497Q: 17 clusters Score -7.557516e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 43347 members 
Mstep: Class 3 contains 85864 members 
Mstep: Class 4 contains 44932 members 
Mstep: Class 5 contains 6815 members 
Mstep: Class 6 contains 70252 members 
Mstep: Class 7 contains 60874 members 
Mstep: Class 8 contains 37976 members 
Mstep: Class 9 contains 5127 members 
Mstep: Class 10 contains 94258 members 
Mstep: Class 11 contains 5949 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 13 contains 3494 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 18 contains 22569 members 
Mstep: Class 19 contains 56210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575128.000000 Penalty: 34682.753906
Iteration 498Q: 17 clusters Score -7.557513e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 43349 members 
Mstep: Class 3 contains 85853 members 
Mstep: Class 4 contains 44927 members 
Mstep: Class 5 contains 6822 members 
Mstep: Class 6 contains 70255 members 
Mstep: Class 7 contains 60877 members 
Mstep: Class 8 contains 37982 members 
Mstep: Class 9 contains 5139 members 
Mstep: Class 10 contains 94234 members 
Mstep: Class 11 contains 5941 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 13 contains 3507 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 18 contains 22576 members 
Mstep: Class 19 contains 56210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575192.000000 Penalty: 34682.753906
Iteration 499Q: 17 clusters Score -7.557519e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 79846 members 
Mstep: Class 2 contains 43351 members 
Mstep: Class 3 contains 85845 members 
Mstep: Class 4 contains 44919 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 70252 members 
Mstep: Class 7 contains 60871 members 
Mstep: Class 8 contains 37982 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 10 contains 94228 members 
Mstep: Class 11 contains 5928 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 3520 members 
Mstep: Class 15 contains 913 members 
Mstep: Class 18 contains 22584 members 
Mstep: Class 19 contains 56212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575280.000000 Penalty: 34682.753906
Iteration 500F: 17 clusters Score -7.557528e+07 nChanged 141
Maximum iterations exceeded
--- Evaluating fit on full set of 1863812 points ---
Entering Unmasked Estep 
Score: -228203360.000000 Penalty: 37539.148438
20->17 Clusters: Score -228203360.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 621270 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 31013 members 
Mstep: Class 3 contains 31199 members 
Mstep: Class 4 contains 31161 members 
Mstep: Class 5 contains 31179 members 
Mstep: Class 6 contains 31082 members 
Mstep: Class 7 contains 31043 members 
Mstep: Class 8 contains 31119 members 
Mstep: Class 9 contains 31058 members 
Mstep: Class 10 contains 30870 members 
Mstep: Class 11 contains 31109 members 
Mstep: Class 12 contains 31100 members 
Mstep: Class 13 contains 31207 members 
Mstep: Class 14 contains 31225 members 
Mstep: Class 15 contains 31062 members 
Mstep: Class 16 contains 30744 members 
Mstep: Class 17 contains 31112 members 
Mstep: Class 18 contains 31126 members 
Mstep: Class 19 contains 31281 members 
Mstep: Class 20 contains 30808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 652.575806 but Gain 2167.671875
Score: -73710640.000000 Penalty: 41185.773438
Iteration 0F: 20 clusters Score -7.371064e+07 nChanged 586849
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 21178 members 
Mstep: Class 4 contains 22182 members 
Mstep: Class 5 contains 39928 members 
Mstep: Class 6 contains 35972 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 19728 members 
Mstep: Class 9 contains 22492 members 
Mstep: Class 10 contains 77895 members 
Mstep: Class 11 contains 36002 members 
Mstep: Class 12 contains 42572 members 
Mstep: Class 13 contains 38812 members 
Mstep: Class 14 contains 25666 members 
Mstep: Class 15 contains 29281 members 
Mstep: Class 16 contains 19281 members 
Mstep: Class 17 contains 45026 members 
Mstep: Class 18 contains 13859 members 
Mstep: Class 19 contains 48538 members 
Mstep: Class 20 contains 19165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74867936.000000 Penalty: 41185.773438
Iteration 1F: 20 clusters Score -7.486794e+07 nChanged 174238
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 17129 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 42575 members 
Mstep: Class 6 contains 39134 members 
Mstep: Class 7 contains 28861 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 20858 members 
Mstep: Class 10 contains 110804 members 
Mstep: Class 11 contains 37717 members 
Mstep: Class 12 contains 39765 members 
Mstep: Class 13 contains 39154 members 
Mstep: Class 14 contains 20244 members 
Mstep: Class 15 contains 27996 members 
Mstep: Class 16 contains 15544 members 
Mstep: Class 17 contains 49372 members 
Mstep: Class 18 contains 7487 members 
Mstep: Class 19 contains 41753 members 
Mstep: Class 20 contains 15776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74999864.000000 Penalty: 41185.773438
Iteration 2F: 20 clusters Score -7.499986e+07 nChanged 128841
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 12861 members 
Mstep: Class 4 contains 16235 members 
Mstep: Class 5 contains 43226 members 
Mstep: Class 6 contains 38593 members 
Mstep: Class 7 contains 25242 members 
Mstep: Class 8 contains 12832 members 
Mstep: Class 9 contains 19015 members 
Mstep: Class 10 contains 149428 members 
Mstep: Class 11 contains 37114 members 
Mstep: Class 12 contains 38469 members 
Mstep: Class 13 contains 37122 members 
Mstep: Class 14 contains 19085 members 
Mstep: Class 15 contains 25331 members 
Mstep: Class 16 contains 11199 members 
Mstep: Class 17 contains 50296 members 
Mstep: Class 18 contains 3820 members 
Mstep: Class 19 contains 39077 members 
Mstep: Class 20 contains 13017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75037944.000000 Penalty: 41185.773438
Iteration 3F: 20 clusters Score -7.503794e+07 nChanged 100755
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 10389 members 
Mstep: Class 4 contains 15793 members 
Mstep: Class 5 contains 47913 members 
Mstep: Class 6 contains 40398 members 
Mstep: Class 7 contains 23667 members 
Mstep: Class 8 contains 11131 members 
Mstep: Class 9 contains 18606 members 
Mstep: Class 10 contains 146014 members 
Mstep: Class 11 contains 39017 members 
Mstep: Class 12 contains 37339 members 
Mstep: Class 13 contains 37721 members 
Mstep: Class 14 contains 20599 members 
Mstep: Class 15 contains 24976 members 
Mstep: Class 16 contains 8655 members 
Mstep: Class 17 contains 55180 members 
Mstep: Class 18 contains 1877 members 
Mstep: Class 19 contains 41196 members 
Mstep: Class 20 contains 12080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1489.970337 but Gain 2167.671875
Score: -75105224.000000 Penalty: 39018.101562
Iteration 4F: 19 clusters Score -7.510522e+07 nChanged 86884
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 8371 members 
Mstep: Class 4 contains 16376 members 
Mstep: Class 5 contains 54093 members 
Mstep: Class 6 contains 42405 members 
Mstep: Class 7 contains 22152 members 
Mstep: Class 8 contains 9399 members 
Mstep: Class 9 contains 18128 members 
Mstep: Class 10 contains 135067 members 
Mstep: Class 11 contains 40764 members 
Mstep: Class 12 contains 35724 members 
Mstep: Class 13 contains 38257 members 
Mstep: Class 14 contains 22541 members 
Mstep: Class 15 contains 24287 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 61284 members 
Mstep: Class 19 contains 46374 members 
Mstep: Class 20 contains 11425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75174376.000000 Penalty: 39018.101562
Iteration 5F: 19 clusters Score -7.517438e+07 nChanged 80740
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 6658 members 
Mstep: Class 4 contains 17649 members 
Mstep: Class 5 contains 61020 members 
Mstep: Class 6 contains 44421 members 
Mstep: Class 7 contains 20288 members 
Mstep: Class 8 contains 7506 members 
Mstep: Class 9 contains 17345 members 
Mstep: Class 10 contains 122721 members 
Mstep: Class 11 contains 41975 members 
Mstep: Class 12 contains 32493 members 
Mstep: Class 13 contains 38189 members 
Mstep: Class 14 contains 24062 members 
Mstep: Class 15 contains 22937 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 67772 members 
Mstep: Class 19 contains 54433 members 
Mstep: Class 20 contains 10693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75236600.000000 Penalty: 39018.101562
Iteration 6F: 19 clusters Score -7.52366e+07 nChanged 75625
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 5197 members 
Mstep: Class 4 contains 19270 members 
Mstep: Class 5 contains 68112 members 
Mstep: Class 6 contains 46722 members 
Mstep: Class 7 contains 18245 members 
Mstep: Class 8 contains 5750 members 
Mstep: Class 9 contains 16167 members 
Mstep: Class 10 contains 111093 members 
Mstep: Class 11 contains 42391 members 
Mstep: Class 12 contains 29587 members 
Mstep: Class 13 contains 37266 members 
Mstep: Class 14 contains 24844 members 
Mstep: Class 15 contains 20974 members 
Mstep: Class 16 contains 3703 members 
Mstep: Class 17 contains 74227 members 
Mstep: Class 19 contains 64358 members 
Mstep: Class 20 contains 9723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75294088.000000 Penalty: 39018.101562
Iteration 7F: 19 clusters Score -7.529409e+07 nChanged 69068
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 4 contains 21022 members 
Mstep: Class 5 contains 74246 members 
Mstep: Class 6 contains 49482 members 
Mstep: Class 7 contains 16214 members 
Mstep: Class 8 contains 4255 members 
Mstep: Class 9 contains 14882 members 
Mstep: Class 10 contains 101447 members 
Mstep: Class 11 contains 42389 members 
Mstep: Class 12 contains 27561 members 
Mstep: Class 13 contains 35746 members 
Mstep: Class 14 contains 25135 members 
Mstep: Class 15 contains 18646 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 17 contains 79611 members 
Mstep: Class 19 contains 74474 members 
Mstep: Class 20 contains 8573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75343904.000000 Penalty: 39018.101562
Iteration 8F: 19 clusters Score -7.53439e+07 nChanged 60612
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 4 contains 22526 members 
Mstep: Class 5 contains 77749 members 
Mstep: Class 6 contains 52849 members 
Mstep: Class 7 contains 14232 members 
Mstep: Class 8 contains 3160 members 
Mstep: Class 9 contains 13721 members 
Mstep: Class 10 contains 97061 members 
Mstep: Class 11 contains 41850 members 
Mstep: Class 12 contains 26380 members 
Mstep: Class 13 contains 33342 members 
Mstep: Class 14 contains 25180 members 
Mstep: Class 15 contains 16174 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 82876 members 
Mstep: Class 19 contains 83622 members 
Mstep: Class 20 contains 7381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2052.188721 but Gain 2167.671875
Score: -75378288.000000 Penalty: 36850.429688
Iteration 9F: 18 clusters Score -7.537829e+07 nChanged 52801
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 2359 members 
Mstep: Class 4 contains 24022 members 
Mstep: Class 5 contains 79343 members 
Mstep: Class 6 contains 57013 members 
Mstep: Class 7 contains 12525 members 
Mstep: Class 8 contains 2453 members 
Mstep: Class 9 contains 13097 members 
Mstep: Class 10 contains 94447 members 
Mstep: Class 11 contains 41842 members 
Mstep: Class 12 contains 25857 members 
Mstep: Class 13 contains 30642 members 
Mstep: Class 14 contains 25216 members 
Mstep: Class 15 contains 13886 members 
Mstep: Class 17 contains 84910 members 
Mstep: Class 19 contains 91442 members 
Mstep: Class 20 contains 6270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1935.018188 but Gain 2167.675781
Score: -75404760.000000 Penalty: 34682.753906
Iteration 10F: 17 clusters Score -7.540476e+07 nChanged 44700
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 4 contains 25387 members 
Mstep: Class 5 contains 79014 members 
Mstep: Class 6 contains 61627 members 
Mstep: Class 7 contains 11092 members 
Mstep: Class 8 contains 1973 members 
Mstep: Class 9 contains 13152 members 
Mstep: Class 10 contains 92690 members 
Mstep: Class 11 contains 42273 members 
Mstep: Class 12 contains 25701 members 
Mstep: Class 13 contains 27829 members 
Mstep: Class 14 contains 25561 members 
Mstep: Class 15 contains 11912 members 
Mstep: Class 17 contains 85705 members 
Mstep: Class 19 contains 97879 members 
Mstep: Class 20 contains 5217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1776.827148 but Gain 2167.669922
Score: -75424088.000000 Penalty: 32515.083984
Iteration 11F: 16 clusters Score -7.542409e+07 nChanged 38684
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 4 contains 26808 members 
Mstep: Class 5 contains 77717 members 
Mstep: Class 6 contains 66162 members 
Mstep: Class 7 contains 9635 members 
Mstep: Class 9 contains 13532 members 
Mstep: Class 10 contains 90447 members 
Mstep: Class 11 contains 42997 members 
Mstep: Class 12 contains 25801 members 
Mstep: Class 13 contains 25090 members 
Mstep: Class 14 contains 25865 members 
Mstep: Class 15 contains 10250 members 
Mstep: Class 17 contains 86067 members 
Mstep: Class 19 contains 103282 members 
Mstep: Class 20 contains 4391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75437016.000000 Penalty: 32515.083984
Iteration 12F: 16 clusters Score -7.543702e+07 nChanged 33316
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 4 contains 28157 members 
Mstep: Class 5 contains 75898 members 
Mstep: Class 6 contains 70506 members 
Mstep: Class 7 contains 8256 members 
Mstep: Class 9 contains 14279 members 
Mstep: Class 10 contains 87956 members 
Mstep: Class 11 contains 44042 members 
Mstep: Class 12 contains 26067 members 
Mstep: Class 13 contains 22678 members 
Mstep: Class 14 contains 26251 members 
Mstep: Class 15 contains 8851 members 
Mstep: Class 17 contains 85506 members 
Mstep: Class 19 contains 106516 members 
Mstep: Class 20 contains 3792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75444704.000000 Penalty: 32515.083984
Iteration 13F: 16 clusters Score -7.54447e+07 nChanged 29477
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 4 contains 29514 members 
Mstep: Class 5 contains 73922 members 
Mstep: Class 6 contains 74628 members 
Mstep: Class 7 contains 7104 members 
Mstep: Class 9 contains 15565 members 
Mstep: Class 10 contains 85834 members 
Mstep: Class 11 contains 45454 members 
Mstep: Class 12 contains 26437 members 
Mstep: Class 13 contains 20793 members 
Mstep: Class 14 contains 26908 members 
Mstep: Class 15 contains 7758 members 
Mstep: Class 17 contains 84667 members 
Mstep: Class 19 contains 107339 members 
Mstep: Class 20 contains 3290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75451304.000000 Penalty: 32515.083984
Iteration 14Q: 16 clusters Score -7.54513e+07 nChanged 25892
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 4 contains 30911 members 
Mstep: Class 5 contains 72077 members 
Mstep: Class 6 contains 78374 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 9 contains 17152 members 
Mstep: Class 10 contains 83700 members 
Mstep: Class 11 contains 47294 members 
Mstep: Class 12 contains 26665 members 
Mstep: Class 13 contains 19383 members 
Mstep: Class 14 contains 27903 members 
Mstep: Class 15 contains 6912 members 
Mstep: Class 17 contains 83638 members 
Mstep: Class 19 contains 106464 members 
Mstep: Class 20 contains 2888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75458136.000000 Penalty: 32515.083984
Iteration 15Q: 16 clusters Score -7.545814e+07 nChanged 23109
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 4 contains 32378 members 
Mstep: Class 5 contains 70390 members 
Mstep: Class 6 contains 81478 members 
Mstep: Class 7 contains 5189 members 
Mstep: Class 9 contains 18938 members 
Mstep: Class 10 contains 81513 members 
Mstep: Class 11 contains 49582 members 
Mstep: Class 12 contains 26695 members 
Mstep: Class 13 contains 18352 members 
Mstep: Class 14 contains 29018 members 
Mstep: Class 15 contains 6304 members 
Mstep: Class 17 contains 82471 members 
Mstep: Class 19 contains 104677 members 
Mstep: Class 20 contains 2545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75465440.000000 Penalty: 32515.083984
Iteration 16Q: 16 clusters Score -7.546544e+07 nChanged 20741
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 4 contains 33927 members 
Mstep: Class 5 contains 68816 members 
Mstep: Class 6 contains 83764 members 
Mstep: Class 7 contains 4455 members 
Mstep: Class 9 contains 20905 members 
Mstep: Class 10 contains 79488 members 
Mstep: Class 11 contains 52112 members 
Mstep: Class 12 contains 26588 members 
Mstep: Class 13 contains 17516 members 
Mstep: Class 14 contains 30164 members 
Mstep: Class 15 contains 5876 members 
Mstep: Class 17 contains 80921 members 
Mstep: Class 19 contains 102691 members 
Mstep: Class 20 contains 2268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75471968.000000 Penalty: 32515.083984
Iteration 17Q: 16 clusters Score -7.547197e+07 nChanged 19351
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 4 contains 35506 members 
Mstep: Class 5 contains 67452 members 
Mstep: Class 6 contains 85478 members 
Mstep: Class 7 contains 3840 members 
Mstep: Class 9 contains 22946 members 
Mstep: Class 10 contains 77664 members 
Mstep: Class 11 contains 54722 members 
Mstep: Class 12 contains 26351 members 
Mstep: Class 13 contains 16838 members 
Mstep: Class 14 contains 31325 members 
Mstep: Class 15 contains 5501 members 
Mstep: Class 17 contains 78945 members 
Mstep: Class 19 contains 100803 members 
Mstep: Class 20 contains 2032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75477016.000000 Penalty: 32515.083984
Iteration 18Q: 16 clusters Score -7.547702e+07 nChanged 17768
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 4 contains 36977 members 
Mstep: Class 5 contains 66182 members 
Mstep: Class 6 contains 86502 members 
Mstep: Class 7 contains 3307 members 
Mstep: Class 9 contains 25024 members 
Mstep: Class 10 contains 76043 members 
Mstep: Class 11 contains 57483 members 
Mstep: Class 12 contains 26137 members 
Mstep: Class 13 contains 16220 members 
Mstep: Class 14 contains 32342 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 17 contains 76912 members 
Mstep: Class 19 contains 99204 members 
Mstep: Class 20 contains 1852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75481768.000000 Penalty: 32515.083984
Iteration 19Q: 16 clusters Score -7.548177e+07 nChanged 16316
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 4 contains 38307 members 
Mstep: Class 5 contains 64849 members 
Mstep: Class 6 contains 86824 members 
Mstep: Class 7 contains 2914 members 
Mstep: Class 9 contains 27184 members 
Mstep: Class 10 contains 74725 members 
Mstep: Class 11 contains 60299 members 
Mstep: Class 12 contains 25970 members 
Mstep: Class 13 contains 15663 members 
Mstep: Class 14 contains 33153 members 
Mstep: Class 15 contains 4882 members 
Mstep: Class 17 contains 75055 members 
Mstep: Class 19 contains 97789 members 
Mstep: Class 20 contains 1710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75485776.000000 Penalty: 32515.083984
Iteration 20F: 16 clusters Score -7.548578e+07 nChanged 15380
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 4 contains 39595 members 
Mstep: Class 5 contains 63426 members 
Mstep: Class 6 contains 86683 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 9 contains 29397 members 
Mstep: Class 10 contains 73532 members 
Mstep: Class 11 contains 63089 members 
Mstep: Class 12 contains 25855 members 
Mstep: Class 13 contains 15158 members 
Mstep: Class 14 contains 33850 members 
Mstep: Class 15 contains 4646 members 
Mstep: Class 17 contains 73260 members 
Mstep: Class 19 contains 96607 members 
Mstep: Class 20 contains 1607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75489168.000000 Penalty: 32515.083984
Iteration 21Q: 16 clusters Score -7.548917e+07 nChanged 14642
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 4 contains 40862 members 
Mstep: Class 5 contains 61952 members 
Mstep: Class 6 contains 86032 members 
Mstep: Class 7 contains 2412 members 
Mstep: Class 9 contains 31699 members 
Mstep: Class 10 contains 72397 members 
Mstep: Class 11 contains 65836 members 
Mstep: Class 12 contains 25787 members 
Mstep: Class 13 contains 14734 members 
Mstep: Class 14 contains 34397 members 
Mstep: Class 15 contains 4496 members 
Mstep: Class 17 contains 71677 members 
Mstep: Class 19 contains 95556 members 
Mstep: Class 20 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75492424.000000 Penalty: 32515.083984
Iteration 22Q: 16 clusters Score -7.549242e+07 nChanged 13839
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 4 contains 42109 members 
Mstep: Class 5 contains 60521 members 
Mstep: Class 6 contains 85028 members 
Mstep: Class 7 contains 2233 members 
Mstep: Class 9 contains 33996 members 
Mstep: Class 10 contains 71296 members 
Mstep: Class 11 contains 68551 members 
Mstep: Class 12 contains 25770 members 
Mstep: Class 13 contains 14386 members 
Mstep: Class 14 contains 34792 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 17 contains 70255 members 
Mstep: Class 19 contains 94741 members 
Mstep: Class 20 contains 1463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75495600.000000 Penalty: 32515.083984
Iteration 23Q: 16 clusters Score -7.54956e+07 nChanged 13290
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 4 contains 43231 members 
Mstep: Class 5 contains 59073 members 
Mstep: Class 6 contains 83711 members 
Mstep: Class 7 contains 2076 members 
Mstep: Class 9 contains 36296 members 
Mstep: Class 10 contains 70364 members 
Mstep: Class 11 contains 71045 members 
Mstep: Class 12 contains 25783 members 
Mstep: Class 13 contains 14076 members 
Mstep: Class 14 contains 35119 members 
Mstep: Class 15 contains 4187 members 
Mstep: Class 17 contains 69046 members 
Mstep: Class 19 contains 94172 members 
Mstep: Class 20 contains 1409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75498080.000000 Penalty: 32515.083984
Iteration 24Q: 16 clusters Score -7.549808e+07 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 4 contains 44201 members 
Mstep: Class 5 contains 57634 members 
Mstep: Class 6 contains 82489 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 9 contains 38632 members 
Mstep: Class 10 contains 69384 members 
Mstep: Class 11 contains 73143 members 
Mstep: Class 12 contains 25807 members 
Mstep: Class 13 contains 13874 members 
Mstep: Class 14 contains 35464 members 
Mstep: Class 15 contains 4071 members 
Mstep: Class 17 contains 67938 members 
Mstep: Class 19 contains 93817 members 
Mstep: Class 20 contains 1367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75500504.000000 Penalty: 32515.083984
Iteration 25Q: 16 clusters Score -7.55005e+07 nChanged 13091
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 4 contains 44977 members 
Mstep: Class 5 contains 56151 members 
Mstep: Class 6 contains 81320 members 
Mstep: Class 7 contains 1841 members 
Mstep: Class 9 contains 41078 members 
Mstep: Class 10 contains 68612 members 
Mstep: Class 11 contains 74780 members 
Mstep: Class 12 contains 25855 members 
Mstep: Class 13 contains 13668 members 
Mstep: Class 14 contains 35799 members 
Mstep: Class 15 contains 4008 members 
Mstep: Class 17 contains 67058 members 
Mstep: Class 19 contains 93527 members 
Mstep: Class 20 contains 1351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75502736.000000 Penalty: 32515.083984
Iteration 26Q: 16 clusters Score -7.550274e+07 nChanged 12854
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 4 contains 45607 members 
Mstep: Class 5 contains 54616 members 
Mstep: Class 6 contains 80203 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 9 contains 43644 members 
Mstep: Class 10 contains 67890 members 
Mstep: Class 11 contains 75967 members 
Mstep: Class 12 contains 25923 members 
Mstep: Class 13 contains 13465 members 
Mstep: Class 14 contains 36127 members 
Mstep: Class 15 contains 3968 members 
Mstep: Class 17 contains 66352 members 
Mstep: Class 19 contains 93455 members 
Mstep: Class 20 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75504832.000000 Penalty: 32515.083984
Iteration 27Q: 16 clusters Score -7.550483e+07 nChanged 12662
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 4 contains 46144 members 
Mstep: Class 5 contains 53142 members 
Mstep: Class 6 contains 79120 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 9 contains 46207 members 
Mstep: Class 10 contains 67358 members 
Mstep: Class 11 contains 76778 members 
Mstep: Class 12 contains 25995 members 
Mstep: Class 13 contains 13276 members 
Mstep: Class 14 contains 36439 members 
Mstep: Class 15 contains 3963 members 
Mstep: Class 17 contains 65824 members 
Mstep: Class 19 contains 93387 members 
Mstep: Class 20 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75506872.000000 Penalty: 32515.083984
Iteration 28Q: 16 clusters Score -7.550687e+07 nChanged 12422
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 4 contains 46426 members 
Mstep: Class 5 contains 51764 members 
Mstep: Class 6 contains 78062 members 
Mstep: Class 7 contains 1632 members 
Mstep: Class 9 contains 48856 members 
Mstep: Class 10 contains 66855 members 
Mstep: Class 11 contains 77334 members 
Mstep: Class 12 contains 26065 members 
Mstep: Class 13 contains 13124 members 
Mstep: Class 14 contains 36706 members 
Mstep: Class 15 contains 3992 members 
Mstep: Class 17 contains 65478 members 
Mstep: Class 19 contains 93456 members 
Mstep: Class 20 contains 1319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75509344.000000 Penalty: 32515.083984
Iteration 29Q: 16 clusters Score -7.550934e+07 nChanged 12190
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 4 contains 46614 members 
Mstep: Class 5 contains 50302 members 
Mstep: Class 6 contains 77141 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 9 contains 51644 members 
Mstep: Class 10 contains 66276 members 
Mstep: Class 11 contains 77705 members 
Mstep: Class 12 contains 26136 members 
Mstep: Class 13 contains 12958 members 
Mstep: Class 14 contains 36923 members 
Mstep: Class 15 contains 4015 members 
Mstep: Class 17 contains 65311 members 
Mstep: Class 19 contains 93565 members 
Mstep: Class 20 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2142.505859 but Gain 2167.671875
Score: -75511856.000000 Penalty: 30347.412109
Iteration 30Q: 15 clusters Score -7.551186e+07 nChanged 13601
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 4 contains 46738 members 
Mstep: Class 5 contains 48797 members 
Mstep: Class 6 contains 76391 members 
Mstep: Class 9 contains 54769 members 
Mstep: Class 10 contains 65841 members 
Mstep: Class 11 contains 78165 members 
Mstep: Class 12 contains 26217 members 
Mstep: Class 13 contains 12925 members 
Mstep: Class 14 contains 37416 members 
Mstep: Class 15 contains 4077 members 
Mstep: Class 17 contains 65442 members 
Mstep: Class 19 contains 93797 members 
Mstep: Class 20 contains 1311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75516648.000000 Penalty: 30347.412109
Iteration 31Q: 15 clusters Score -7.551665e+07 nChanged 12338
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 47248 members 
Mstep: Class 6 contains 75467 members 
Mstep: Class 9 contains 57819 members 
Mstep: Class 10 contains 65203 members 
Mstep: Class 11 contains 78120 members 
Mstep: Class 12 contains 26266 members 
Mstep: Class 13 contains 12794 members 
Mstep: Class 14 contains 37695 members 
Mstep: Class 15 contains 4137 members 
Mstep: Class 17 contains 65537 members 
Mstep: Class 19 contains 93917 members 
Mstep: Class 20 contains 1328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75519464.000000 Penalty: 30347.412109
Iteration 32Q: 15 clusters Score -7.551946e+07 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 4 contains 46728 members 
Mstep: Class 5 contains 45912 members 
Mstep: Class 6 contains 74630 members 
Mstep: Class 9 contains 60720 members 
Mstep: Class 10 contains 64538 members 
Mstep: Class 11 contains 77943 members 
Mstep: Class 12 contains 26301 members 
Mstep: Class 13 contains 12668 members 
Mstep: Class 14 contains 38034 members 
Mstep: Class 15 contains 4199 members 
Mstep: Class 17 contains 65694 members 
Mstep: Class 19 contains 93978 members 
Mstep: Class 20 contains 1340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75521840.000000 Penalty: 30347.412109
Iteration 33Q: 15 clusters Score -7.552184e+07 nChanged 11649
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 4 contains 46645 members 
Mstep: Class 5 contains 44866 members 
Mstep: Class 6 contains 73927 members 
Mstep: Class 9 contains 63297 members 
Mstep: Class 10 contains 63857 members 
Mstep: Class 11 contains 77648 members 
Mstep: Class 12 contains 26347 members 
Mstep: Class 13 contains 12572 members 
Mstep: Class 14 contains 38349 members 
Mstep: Class 15 contains 4287 members 
Mstep: Class 17 contains 65999 members 
Mstep: Class 19 contains 93968 members 
Mstep: Class 20 contains 1352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75524648.000000 Penalty: 30347.412109
Iteration 34Q: 15 clusters Score -7.552465e+07 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 4 contains 46463 members 
Mstep: Class 5 contains 44190 members 
Mstep: Class 6 contains 73337 members 
Mstep: Class 9 contains 65514 members 
Mstep: Class 10 contains 63182 members 
Mstep: Class 11 contains 77266 members 
Mstep: Class 12 contains 26384 members 
Mstep: Class 13 contains 12500 members 
Mstep: Class 14 contains 38632 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 17 contains 66388 members 
Mstep: Class 19 contains 93902 members 
Mstep: Class 20 contains 1361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75527184.000000 Penalty: 30347.412109
Iteration 35Q: 15 clusters Score -7.552718e+07 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 4 contains 46201 members 
Mstep: Class 5 contains 43822 members 
Mstep: Class 6 contains 72822 members 
Mstep: Class 9 contains 67314 members 
Mstep: Class 10 contains 62647 members 
Mstep: Class 11 contains 76823 members 
Mstep: Class 12 contains 26462 members 
Mstep: Class 13 contains 12471 members 
Mstep: Class 14 contains 38859 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 17 contains 66874 members 
Mstep: Class 19 contains 93735 members 
Mstep: Class 20 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75529416.000000 Penalty: 30347.412109
Iteration 36Q: 15 clusters Score -7.552942e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 4 contains 45859 members 
Mstep: Class 5 contains 43686 members 
Mstep: Class 6 contains 72340 members 
Mstep: Class 9 contains 68823 members 
Mstep: Class 10 contains 62129 members 
Mstep: Class 11 contains 76344 members 
Mstep: Class 12 contains 26514 members 
Mstep: Class 13 contains 12494 members 
Mstep: Class 14 contains 39044 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 17 contains 67419 members 
Mstep: Class 19 contains 93608 members 
Mstep: Class 20 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75531264.000000 Penalty: 30347.412109
Iteration 37Q: 15 clusters Score -7.553126e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 4 contains 45458 members 
Mstep: Class 5 contains 43722 members 
Mstep: Class 6 contains 72002 members 
Mstep: Class 9 contains 69923 members 
Mstep: Class 10 contains 61704 members 
Mstep: Class 11 contains 75870 members 
Mstep: Class 12 contains 26552 members 
Mstep: Class 13 contains 12546 members 
Mstep: Class 14 contains 39183 members 
Mstep: Class 15 contains 4627 members 
Mstep: Class 17 contains 67978 members 
Mstep: Class 19 contains 93599 members 
Mstep: Class 20 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75533192.000000 Penalty: 30347.412109
Iteration 38Q: 15 clusters Score -7.553319e+07 nChanged 8178
Entering ConstructFrom: 
Score: -75533192.000000 Penalty: 30347.412109
Entering ConstructFrom: 
Trying to split cluster 1 (6508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Entering Unmasked Estep 
Score: -818969.125000 Penalty: 1426.877930
	Iteration 0F: 2 clusters Score -818969.1 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 3228 members 
Entering Unmasked Estep 
Score: -813958.562500 Penalty: 2853.755859
	Iteration 0F: 3 clusters Score -813958.6 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -815447.187500 Penalty: 2853.755859
	Iteration 1F: 3 clusters Score -815447.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -815647.312500 Penalty: 2853.755859
	Iteration 2F: 3 clusters Score -815647.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -815812.937500 Penalty: 2853.755859
	Iteration 3Q: 3 clusters Score -815812.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -815975.125000 Penalty: 2853.755859
	Iteration 4Q: 3 clusters Score -815975.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -816095.687500 Penalty: 2853.755859
	Iteration 5Q: 3 clusters Score -816095.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -816193.500000 Penalty: 2853.755859
	Iteration 6Q: 3 clusters Score -816193.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -816269.437500 Penalty: 2853.755859
	Iteration 7Q: 3 clusters Score -816269.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -816329.812500 Penalty: 2853.755859
	Iteration 8Q: 3 clusters Score -816329.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -816402.875000 Penalty: 2853.755859
	Iteration 9Q: 3 clusters Score -816402.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -816479.937500 Penalty: 2853.755859
	Iteration 10Q: 3 clusters Score -816479.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -816563.687500 Penalty: 2853.755859
	Iteration 11Q: 3 clusters Score -816563.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -816652.312500 Penalty: 2853.755859
	Iteration 12Q: 3 clusters Score -816652.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -816751.750000 Penalty: 2853.755859
	Iteration 13Q: 3 clusters Score -816751.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -816852.312500 Penalty: 2853.755859
	Iteration 14Q: 3 clusters Score -816852.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -816912.125000 Penalty: 2853.755859
	Iteration 15Q: 3 clusters Score -816912.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -816960.125000 Penalty: 2853.755859
	Iteration 16Q: 3 clusters Score -816960.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -817004.250000 Penalty: 2853.755859
	Iteration 17Q: 3 clusters Score -817004.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -817046.812500 Penalty: 2853.755859
	Iteration 18Q: 3 clusters Score -817046.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -817079.562500 Penalty: 2853.755859
	Iteration 19Q: 3 clusters Score -817079.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -817104.062500 Penalty: 2853.755859
	Iteration 20F: 3 clusters Score -817104.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -817124.500000 Penalty: 2853.755859
	Iteration 21Q: 3 clusters Score -817124.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -817142.375000 Penalty: 2853.755859
	Iteration 22Q: 3 clusters Score -817142.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -817159.500000 Penalty: 2853.755859
	Iteration 23Q: 3 clusters Score -817159.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -817179.187500 Penalty: 2853.755859
	Iteration 24Q: 3 clusters Score -817179.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -817193.937500 Penalty: 2853.755859
	Iteration 25Q: 3 clusters Score -817193.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -817210.625000 Penalty: 2853.755859
	Iteration 26Q: 3 clusters Score -817210.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -817222.250000 Penalty: 2853.755859
	Iteration 27Q: 3 clusters Score -817222.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -817232.312500 Penalty: 2853.755859
	Iteration 28Q: 3 clusters Score -817232.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -817240.062500 Penalty: 2853.755859
	Iteration 29Q: 3 clusters Score -817240.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -817246.937500 Penalty: 2853.755859
	Iteration 30Q: 3 clusters Score -817246.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -817252.187500 Penalty: 2853.755859
	Iteration 31Q: 3 clusters Score -817252.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -817257.562500 Penalty: 2853.755859
	Iteration 32Q: 3 clusters Score -817257.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -817258.187500 Penalty: 2853.755859
	Iteration 33Q: 3 clusters Score -817258.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -817260.562500 Penalty: 2853.755859
	Iteration 34Q: 3 clusters Score -817260.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -817262.687500 Penalty: 2853.755859
	Iteration 35Q: 3 clusters Score -817262.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -817265.250000 Penalty: 2853.755859
	Iteration 36Q: 3 clusters Score -817265.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -817269.750000 Penalty: 2853.755859
	Iteration 37Q: 3 clusters Score -817269.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -817274.250000 Penalty: 2853.755859
	Iteration 38Q: 3 clusters Score -817274.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -817279.812500 Penalty: 2853.755859
	Iteration 39Q: 3 clusters Score -817279.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -817284.750000 Penalty: 2853.755859
	Iteration 40F: 3 clusters Score -817284.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -817290.812500 Penalty: 2853.755859
	Iteration 41Q: 3 clusters Score -817290.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -817294.375000 Penalty: 2853.755859
	Iteration 42Q: 3 clusters Score -817294.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -817297.562500 Penalty: 2853.755859
	Iteration 43Q: 3 clusters Score -817297.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -817297.937500 Penalty: 2853.755859
	Iteration 44Q: 3 clusters Score -817297.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -817299.625000 Penalty: 2853.755859
	Iteration 45Q: 3 clusters Score -817299.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -817301.125000 Penalty: 2853.755859
	Iteration 46Q: 3 clusters Score -817301.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -817305.250000 Penalty: 2853.755859
	Iteration 47Q: 3 clusters Score -817305.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -817307.687500 Penalty: 2853.755859
	Iteration 48Q: 3 clusters Score -817307.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -817311.812500 Penalty: 2853.755859
	Iteration 49Q: 3 clusters Score -817311.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -817318.000000 Penalty: 2853.755859
	Iteration 50Q: 3 clusters Score -817318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -817322.125000 Penalty: 2853.755859
	Iteration 51Q: 3 clusters Score -817322.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -817325.937500 Penalty: 2853.755859
	Iteration 52Q: 3 clusters Score -817325.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -817328.375000 Penalty: 2853.755859
	Iteration 53Q: 3 clusters Score -817328.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -817332.250000 Penalty: 2853.755859
	Iteration 54Q: 3 clusters Score -817332.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -817337.687500 Penalty: 2853.755859
	Iteration 55Q: 3 clusters Score -817337.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -817341.937500 Penalty: 2853.755859
	Iteration 56Q: 3 clusters Score -817341.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -817347.625000 Penalty: 2853.755859
	Iteration 57Q: 3 clusters Score -817347.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -817348.500000 Penalty: 2853.755859
	Iteration 58Q: 3 clusters Score -817348.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -817350.062500 Penalty: 2853.755859
	Iteration 59Q: 3 clusters Score -817350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -817352.625000 Penalty: 2853.755859
	Iteration 60F: 3 clusters Score -817352.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -817352.250000 Penalty: 2853.755859
	Iteration 61Q: 3 clusters Score -817352.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -817353.187500 Penalty: 2853.755859
	Iteration 62Q: 3 clusters Score -817353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -817354.312500 Penalty: 2853.755859
	Iteration 63Q: 3 clusters Score -817354.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -817356.750000 Penalty: 2853.755859
	Iteration 64Q: 3 clusters Score -817356.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -817358.000000 Penalty: 2853.755859
	Iteration 65Q: 3 clusters Score -817358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -817359.750000 Penalty: 2853.755859
	Iteration 66Q: 3 clusters Score -817359.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -817362.187500 Penalty: 2853.755859
	Iteration 67Q: 3 clusters Score -817362.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -817364.437500 Penalty: 2853.755859
	Iteration 68Q: 3 clusters Score -817364.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -817366.125000 Penalty: 2853.755859
	Iteration 69Q: 3 clusters Score -817366.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -817371.375000 Penalty: 2853.755859
	Iteration 70Q: 3 clusters Score -817371.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -817377.937500 Penalty: 2853.755859
	Iteration 71Q: 3 clusters Score -817377.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -817384.437500 Penalty: 2853.755859
	Iteration 72Q: 3 clusters Score -817384.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -817394.000000 Penalty: 2853.755859
	Iteration 73Q: 3 clusters Score -817394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -817403.437500 Penalty: 2853.755859
	Iteration 74Q: 3 clusters Score -817403.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -817408.125000 Penalty: 2853.755859
	Iteration 75Q: 3 clusters Score -817408.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -817415.687500 Penalty: 2853.755859
	Iteration 76Q: 3 clusters Score -817415.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -817423.250000 Penalty: 2853.755859
	Iteration 77Q: 3 clusters Score -817423.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -817434.250000 Penalty: 2853.755859
	Iteration 78Q: 3 clusters Score -817434.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -817447.750000 Penalty: 2853.755859
	Iteration 79Q: 3 clusters Score -817447.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -817461.750000 Penalty: 2853.755859
	Iteration 80F: 3 clusters Score -817461.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -817476.812500 Penalty: 2853.755859
	Iteration 81Q: 3 clusters Score -817476.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -817491.875000 Penalty: 2853.755859
	Iteration 82Q: 3 clusters Score -817491.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -817511.062500 Penalty: 2853.755859
	Iteration 83Q: 3 clusters Score -817511.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -817527.500000 Penalty: 2853.755859
	Iteration 84Q: 3 clusters Score -817527.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -817540.437500 Penalty: 2853.755859
	Iteration 85Q: 3 clusters Score -817540.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -817545.687500 Penalty: 2853.755859
	Iteration 86Q: 3 clusters Score -817545.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -817554.625000 Penalty: 2853.755859
	Iteration 87Q: 3 clusters Score -817554.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -817565.625000 Penalty: 2853.755859
	Iteration 88Q: 3 clusters Score -817565.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -817576.562500 Penalty: 2853.755859
	Iteration 89Q: 3 clusters Score -817576.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -817585.000000 Penalty: 2853.755859
	Iteration 90Q: 3 clusters Score -817585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -817594.875000 Penalty: 2853.755859
	Iteration 91Q: 3 clusters Score -817594.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -817601.687500 Penalty: 2853.755859
	Iteration 92Q: 3 clusters Score -817601.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -817606.062500 Penalty: 2853.755859
	Iteration 93Q: 3 clusters Score -817606.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -817610.312500 Penalty: 2853.755859
	Iteration 94Q: 3 clusters Score -817610.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -817612.687500 Penalty: 2853.755859
	Iteration 95Q: 3 clusters Score -817612.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -817615.375000 Penalty: 2853.755859
	Iteration 96Q: 3 clusters Score -817615.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -817617.562500 Penalty: 2853.755859
	Iteration 97Q: 3 clusters Score -817617.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -817620.250000 Penalty: 2853.755859
	Iteration 98Q: 3 clusters Score -817620.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -817621.500000 Penalty: 2853.755859
	Iteration 99Q: 3 clusters Score -817621.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -817626.625000 Penalty: 2853.755859
	Iteration 100F: 3 clusters Score -817626.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -817629.562500 Penalty: 2853.755859
	Iteration 101Q: 3 clusters Score -817629.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -817633.750000 Penalty: 2853.755859
	Iteration 102Q: 3 clusters Score -817633.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -817637.500000 Penalty: 2853.755859
	Iteration 103Q: 3 clusters Score -817637.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -817639.875000 Penalty: 2853.755859
	Iteration 104Q: 3 clusters Score -817639.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -817641.125000 Penalty: 2853.755859
	Iteration 105Q: 3 clusters Score -817641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -817643.000000 Penalty: 2853.755859
	Iteration 106Q: 3 clusters Score -817643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -817644.812500 Penalty: 2853.755859
	Iteration 107Q: 3 clusters Score -817644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -817644.937500 Penalty: 2853.755859
	Iteration 108Q: 3 clusters Score -817644.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -817645.812500 Penalty: 2853.755859
	Iteration 109Q: 3 clusters Score -817645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -817647.250000 Penalty: 2853.755859
	Iteration 110Q: 3 clusters Score -817647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -817647.687500 Penalty: 2853.755859
	Iteration 111Q: 3 clusters Score -817647.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -817648.875000 Penalty: 2853.755859
	Iteration 112Q: 3 clusters Score -817648.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -817648.875000 Penalty: 2853.755859
	Iteration 113F: 3 clusters Score -817648.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Entering Unmasked Estep 
Score: -5586560.000000 Penalty: 1741.485962
	Iteration 0F: 2 clusters Score -5586560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -5556287.000000 Penalty: 3482.971924
	Iteration 0F: 3 clusters Score -5556287 nChanged 21121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -5568166.000000 Penalty: 3482.971924
	Iteration 1F: 3 clusters Score -5568166 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -5568716.500000 Penalty: 3482.971924
	Iteration 2Q: 3 clusters Score -5568716 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -5569306.500000 Penalty: 3482.971924
	Iteration 3Q: 3 clusters Score -5569306 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -5570154.500000 Penalty: 3482.971924
	Iteration 4Q: 3 clusters Score -5570154 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -5570982.000000 Penalty: 3482.971924
	Iteration 5Q: 3 clusters Score -5570982 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -5572153.500000 Penalty: 3482.971924
	Iteration 6Q: 3 clusters Score -5572154 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -5573697.500000 Penalty: 3482.971924
	Iteration 7F: 3 clusters Score -5573698 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -5575425.000000 Penalty: 3482.971924
	Iteration 8F: 3 clusters Score -5575425 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -5577231.000000 Penalty: 3482.971924
	Iteration 9F: 3 clusters Score -5577231 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -5578845.000000 Penalty: 3482.971924
	Iteration 10F: 3 clusters Score -5578845 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -5579902.500000 Penalty: 3482.971924
	Iteration 11Q: 3 clusters Score -5579902 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -5580488.000000 Penalty: 3482.971924
	Iteration 12Q: 3 clusters Score -5580488 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -5580761.500000 Penalty: 3482.971924
	Iteration 13Q: 3 clusters Score -5580762 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -5580973.500000 Penalty: 3482.971924
	Iteration 14Q: 3 clusters Score -5580974 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -5581075.000000 Penalty: 3482.971924
	Iteration 15Q: 3 clusters Score -5581075 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -5581168.500000 Penalty: 3482.971924
	Iteration 16Q: 3 clusters Score -5581168 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -5581251.500000 Penalty: 3482.971924
	Iteration 17Q: 3 clusters Score -5581252 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -5581314.500000 Penalty: 3482.971924
	Iteration 18Q: 3 clusters Score -5581314 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -5581364.000000 Penalty: 3482.971924
	Iteration 19Q: 3 clusters Score -5581364 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -5581413.500000 Penalty: 3482.971924
	Iteration 20F: 3 clusters Score -5581414 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -5581443.500000 Penalty: 3482.971924
	Iteration 21Q: 3 clusters Score -5581444 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -5581481.500000 Penalty: 3482.971924
	Iteration 22Q: 3 clusters Score -5581482 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -5581497.000000 Penalty: 3482.971924
	Iteration 23Q: 3 clusters Score -5581497 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -5581550.000000 Penalty: 3482.971924
	Iteration 24Q: 3 clusters Score -5581550 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -5581579.000000 Penalty: 3482.971924
	Iteration 25Q: 3 clusters Score -5581579 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -5581606.500000 Penalty: 3482.971924
	Iteration 26Q: 3 clusters Score -5581606 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -5581622.500000 Penalty: 3482.971924
	Iteration 27Q: 3 clusters Score -5581622 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -5581631.000000 Penalty: 3482.971924
	Iteration 28Q: 3 clusters Score -5581631 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -5581627.000000 Penalty: 3482.971924
	Iteration 29Q: 3 clusters Score -5581627 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -5581640.500000 Penalty: 3482.971924
	Iteration 30Q: 3 clusters Score -5581640 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -5581643.000000 Penalty: 3482.971924
	Iteration 31Q: 3 clusters Score -5581643 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -5581652.500000 Penalty: 3482.971924
	Iteration 32Q: 3 clusters Score -5581652 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -5581659.000000 Penalty: 3482.971924
	Iteration 33Q: 3 clusters Score -5581659 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -5581653.500000 Penalty: 3482.971924
	Iteration 34Q: 3 clusters Score -5581654 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -5581668.500000 Penalty: 3482.971924
	Iteration 35Q: 3 clusters Score -5581668 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -5581669.500000 Penalty: 3482.971924
	Iteration 36Q: 3 clusters Score -5581670 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -5581680.000000 Penalty: 3482.971924
	Iteration 37Q: 3 clusters Score -5581680 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -5581676.000000 Penalty: 3482.971924
	Iteration 38Q: 3 clusters Score -5581676 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -5581681.500000 Penalty: 3482.971924
	Iteration 39Q: 3 clusters Score -5581682 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -5581674.000000 Penalty: 3482.971924
	Iteration 40F: 3 clusters Score -5581674 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -5581689.500000 Penalty: 3482.971924
	Iteration 41Q: 3 clusters Score -5581690 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -5581691.000000 Penalty: 3482.971924
	Iteration 42Q: 3 clusters Score -5581691 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -5581684.000000 Penalty: 3482.971924
	Iteration 43Q: 3 clusters Score -5581684 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -5581681.500000 Penalty: 3482.971924
	Iteration 44Q: 3 clusters Score -5581682 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -5581689.500000 Penalty: 3482.971924
	Iteration 45Q: 3 clusters Score -5581690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -5581687.500000 Penalty: 3482.971924
	Iteration 46Q: 3 clusters Score -5581688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -5581685.500000 Penalty: 3482.971924
	Iteration 47Q: 3 clusters Score -5581686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -5581683.500000 Penalty: 3482.971924
	Iteration 48Q: 3 clusters Score -5581684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -5581696.000000 Penalty: 3482.971924
	Iteration 49Q: 3 clusters Score -5581696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -5581706.000000 Penalty: 3482.971924
	Iteration 50Q: 3 clusters Score -5581706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -5581701.000000 Penalty: 3482.971924
	Iteration 51Q: 3 clusters Score -5581701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -5581709.000000 Penalty: 3482.971924
	Iteration 52Q: 3 clusters Score -5581709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5581708 nChanged 12
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Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5581708 nChanged 15
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Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5581710 nChanged 20
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Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5581708 nChanged 22
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Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5581711 nChanged 27
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Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5581717 nChanged 24
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Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5581716 nChanged 14
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Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5581716 nChanged 14
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Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5581706 nChanged 22
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Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5581711 nChanged 20
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Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5581712 nChanged 22
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Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5581708 nChanged 28
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Mstep: Class 1 contains 20096 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20055 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20035 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5581714 nChanged 22
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Mstep: Class 1 contains 20013 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5581730 nChanged 35
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Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5581756 nChanged 73
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Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 25530 members 
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	Iteration 86Q: 3 clusters Score -5581750 nChanged 64
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Mstep: Class 1 contains 19519 members 
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Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 25641 members 
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Mstep: Class 1 contains 19423 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19373 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 25839 members 
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Mstep: Class 1 contains 19224 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5581756 nChanged 62
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Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5581752 nChanged 64
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Mstep: Class 1 contains 18979 members 
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Mstep: Class 1 contains 18913 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18840 members 
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	Iteration 99Q: 3 clusters Score -5581764 nChanged 77
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Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 26344 members 
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	Iteration 100F: 3 clusters Score -5581780 nChanged 71
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Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 26415 members 
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Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 26513 members 
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Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 26613 members 
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	Iteration 103Q: 3 clusters Score -5581806 nChanged 114
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Mstep: Class 1 contains 18384 members 
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	Iteration 104Q: 3 clusters Score -5581829 nChanged 130
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Mstep: Class 1 contains 18258 members 
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Mstep: Class 1 contains 18137 members 
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Mstep: Class 1 contains 18030 members 
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Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 27212 members 
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	Iteration 108Q: 3 clusters Score -5581850 nChanged 160
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Mstep: Class 1 contains 17739 members 
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Mstep: Class 1 contains 17581 members 
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Mstep: Class 1 contains 17423 members 
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Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5581912 nChanged 163
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Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 28014 members 
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Mstep: Class 1 contains 16922 members 
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Mstep: Class 1 contains 16762 members 
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	Iteration 115Q: 3 clusters Score -5581928 nChanged 173
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Mstep: Class 1 contains 16589 members 
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	Iteration 116Q: 3 clusters Score -5581942 nChanged 172
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Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 28692 members 
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Mstep: Class 1 contains 16211 members 
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	Iteration 118Q: 3 clusters Score -5582004 nChanged 224
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Mstep: Class 1 contains 15991 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15756 members 
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Mstep: Class 1 contains 15517 members 
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Mstep: Class 1 contains 15275 members 
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Mstep: Class 1 contains 14729 members 
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	Iteration 126Q: 3 clusters Score -5582234 nChanged 314
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Mstep: Class 1 contains 11656 members 
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Mstep: Class 1 contains 10947 members 
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	Iteration 135Q: 3 clusters Score -5582828 nChanged 370
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 35705 members 
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	Iteration 139Q: 3 clusters Score -5583096 nChanged 421
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Mstep: Class 1 contains 8983 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5583182 nChanged 449
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Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5583256 nChanged 443
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Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5583376 nChanged 462
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Mstep: Class 1 contains 7631 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5583507 nChanged 455
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Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5583642 nChanged 443
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Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5583756 nChanged 446
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Mstep: Class 1 contains 6291 members 
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Entering Unmasked Estep 
Score: -5583871.500000 Penalty: 3482.971924
	Iteration 146Q: 3 clusters Score -5583872 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -5583988.000000 Penalty: 3482.971924
	Iteration 147Q: 3 clusters Score -5583988 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -5584125.000000 Penalty: 3482.971924
	Iteration 148Q: 3 clusters Score -5584125 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -5584227.000000 Penalty: 3482.971924
	Iteration 149Q: 3 clusters Score -5584227 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -5584342.000000 Penalty: 3482.971924
	Iteration 150Q: 3 clusters Score -5584342 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -5584442.000000 Penalty: 3482.971924
	Iteration 151Q: 3 clusters Score -5584442 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -5584543.000000 Penalty: 3482.971924
	Iteration 152Q: 3 clusters Score -5584543 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -5584658.000000 Penalty: 3482.971924
	Iteration 153Q: 3 clusters Score -5584658 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -5584760.000000 Penalty: 3482.971924
	Iteration 154Q: 3 clusters Score -5584760 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -5584881.000000 Penalty: 3482.971924
	Iteration 155Q: 3 clusters Score -5584881 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -5584986.000000 Penalty: 3482.971924
	Iteration 156Q: 3 clusters Score -5584986 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -5585094.000000 Penalty: 3482.971924
	Iteration 157Q: 3 clusters Score -5585094 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -5585188.500000 Penalty: 3482.971924
	Iteration 158Q: 3 clusters Score -5585188 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -5585268.500000 Penalty: 3482.971924
	Iteration 159Q: 3 clusters Score -5585268 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -5585343.000000 Penalty: 3482.971924
	Iteration 160F: 3 clusters Score -5585343 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -5585409.500000 Penalty: 3482.971924
	Iteration 161Q: 3 clusters Score -5585410 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -5585458.000000 Penalty: 3482.971924
	Iteration 162Q: 3 clusters Score -5585458 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -5585495.000000 Penalty: 3482.971924
	Iteration 163Q: 3 clusters Score -5585495 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -5585522.500000 Penalty: 3482.971924
	Iteration 164Q: 3 clusters Score -5585522 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -5585578.500000 Penalty: 3482.971924
	Iteration 165Q: 3 clusters Score -5585578 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -5585603.000000 Penalty: 3482.971924
	Iteration 166Q: 3 clusters Score -5585603 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -5585633.000000 Penalty: 3482.971924
	Iteration 167Q: 3 clusters Score -5585633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -5585637.000000 Penalty: 3482.971924
	Iteration 168Q: 3 clusters Score -5585637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -5585637.000000 Penalty: 3482.971924
	Iteration 169Q: 3 clusters Score -5585637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -5585646.500000 Penalty: 3482.971924
	Iteration 170Q: 3 clusters Score -5585646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -5585651.000000 Penalty: 3482.971924
	Iteration 171Q: 3 clusters Score -5585651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -5585661.000000 Penalty: 3482.971924
	Iteration 172Q: 3 clusters Score -5585661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -5585678.500000 Penalty: 3482.971924
	Iteration 173Q: 3 clusters Score -5585678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -5585686.500000 Penalty: 3482.971924
	Iteration 174Q: 3 clusters Score -5585686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -5585691.500000 Penalty: 3482.971924
	Iteration 175Q: 3 clusters Score -5585692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -5585701.000000 Penalty: 3482.971924
	Iteration 176Q: 3 clusters Score -5585701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -5585715.000000 Penalty: 3482.971924
	Iteration 177Q: 3 clusters Score -5585715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -5585714.000000 Penalty: 3482.971924
	Iteration 178Q: 3 clusters Score -5585714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -5585716.000000 Penalty: 3482.971924
	Iteration 179Q: 3 clusters Score -5585716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -5585720.500000 Penalty: 3482.971924
	Iteration 180F: 3 clusters Score -5585720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -5585721.500000 Penalty: 3482.971924
	Iteration 181Q: 3 clusters Score -5585722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -5585725.500000 Penalty: 3482.971924
	Iteration 182Q: 3 clusters Score -5585726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -5585726.500000 Penalty: 3482.971924
	Iteration 183Q: 3 clusters Score -5585726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -5585729.000000 Penalty: 3482.971924
	Iteration 184Q: 3 clusters Score -5585729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -5585729.500000 Penalty: 3482.971924
	Iteration 185Q: 3 clusters Score -5585730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -5585726.500000 Penalty: 3482.971924
	Iteration 186Q: 3 clusters Score -5585726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -5585723.000000 Penalty: 3482.971924
	Iteration 187Q: 3 clusters Score -5585723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -5585722.000000 Penalty: 3482.971924
	Iteration 188Q: 3 clusters Score -5585722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -5585729.000000 Penalty: 3482.971924
	Iteration 189Q: 3 clusters Score -5585729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -5585730.500000 Penalty: 3482.971924
	Iteration 190Q: 3 clusters Score -5585730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -5585733.000000 Penalty: 3482.971924
	Iteration 191Q: 3 clusters Score -5585733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -5585739.500000 Penalty: 3482.971924
	Iteration 192Q: 3 clusters Score -5585740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -5585734.500000 Penalty: 3482.971924
	Iteration 193Q: 3 clusters Score -5585734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -5585736.500000 Penalty: 3482.971924
	Iteration 194Q: 3 clusters Score -5585736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -5585735.500000 Penalty: 3482.971924
	Iteration 195Q: 3 clusters Score -5585736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -5585737.000000 Penalty: 3482.971924
	Iteration 196Q: 3 clusters Score -5585737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -5585734.000000 Penalty: 3482.971924
	Iteration 197Q: 3 clusters Score -5585734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -5585734.000000 Penalty: 3482.971924
	Iteration 198F: 3 clusters Score -5585734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Entering Unmasked Estep 
Score: -5443630.500000 Penalty: 1736.993530
	Iteration 0F: 2 clusters Score -5443630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -5414015.000000 Penalty: 3473.987061
	Iteration 0F: 3 clusters Score -5414015 nChanged 20565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -5425690.000000 Penalty: 3473.987061
	Iteration 1F: 3 clusters Score -5425690 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -5426219.500000 Penalty: 3473.987061
	Iteration 2Q: 3 clusters Score -5426220 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -5426980.500000 Penalty: 3473.987061
	Iteration 3Q: 3 clusters Score -5426980 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -5427974.500000 Penalty: 3473.987061
	Iteration 4Q: 3 clusters Score -5427974 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -5429291.500000 Penalty: 3473.987061
	Iteration 5F: 3 clusters Score -5429292 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -5430939.000000 Penalty: 3473.987061
	Iteration 6F: 3 clusters Score -5430939 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -5432980.000000 Penalty: 3473.987061
	Iteration 7F: 3 clusters Score -5432980 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -5435126.500000 Penalty: 3473.987061
	Iteration 8F: 3 clusters Score -5435126 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -5436884.500000 Penalty: 3473.987061
	Iteration 9F: 3 clusters Score -5436884 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -5438052.000000 Penalty: 3473.987061
	Iteration 10Q: 3 clusters Score -5438052 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -5438882.500000 Penalty: 3473.987061
	Iteration 11Q: 3 clusters Score -5438882 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -5439412.500000 Penalty: 3473.987061
	Iteration 12Q: 3 clusters Score -5439412 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -5439797.000000 Penalty: 3473.987061
	Iteration 13Q: 3 clusters Score -5439797 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -5440127.500000 Penalty: 3473.987061
	Iteration 14Q: 3 clusters Score -5440128 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -5440383.000000 Penalty: 3473.987061
	Iteration 15Q: 3 clusters Score -5440383 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -5440643.000000 Penalty: 3473.987061
	Iteration 16Q: 3 clusters Score -5440643 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -5440876.000000 Penalty: 3473.987061
	Iteration 17Q: 3 clusters Score -5440876 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -5441064.500000 Penalty: 3473.987061
	Iteration 18Q: 3 clusters Score -5441064 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -5441192.500000 Penalty: 3473.987061
	Iteration 19Q: 3 clusters Score -5441192 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -5441284.500000 Penalty: 3473.987061
	Iteration 20F: 3 clusters Score -5441284 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -5441387.500000 Penalty: 3473.987061
	Iteration 21Q: 3 clusters Score -5441388 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -5441498.000000 Penalty: 3473.987061
	Iteration 22Q: 3 clusters Score -5441498 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -5441576.000000 Penalty: 3473.987061
	Iteration 23Q: 3 clusters Score -5441576 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -5441667.500000 Penalty: 3473.987061
	Iteration 24Q: 3 clusters Score -5441668 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -5441748.000000 Penalty: 3473.987061
	Iteration 25Q: 3 clusters Score -5441748 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -5441848.500000 Penalty: 3473.987061
	Iteration 26Q: 3 clusters Score -5441848 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -5441890.000000 Penalty: 3473.987061
	Iteration 27Q: 3 clusters Score -5441890 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -5441954.500000 Penalty: 3473.987061
	Iteration 28Q: 3 clusters Score -5441954 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -5442012.500000 Penalty: 3473.987061
	Iteration 29Q: 3 clusters Score -5442012 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -5442068.500000 Penalty: 3473.987061
	Iteration 30Q: 3 clusters Score -5442068 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -5442135.000000 Penalty: 3473.987061
	Iteration 31Q: 3 clusters Score -5442135 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -5442177.500000 Penalty: 3473.987061
	Iteration 32Q: 3 clusters Score -5442178 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -5442214.000000 Penalty: 3473.987061
	Iteration 33Q: 3 clusters Score -5442214 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -5442258.500000 Penalty: 3473.987061
	Iteration 34Q: 3 clusters Score -5442258 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -5442298.500000 Penalty: 3473.987061
	Iteration 35Q: 3 clusters Score -5442298 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -5442329.500000 Penalty: 3473.987061
	Iteration 36Q: 3 clusters Score -5442330 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -5442367.000000 Penalty: 3473.987061
	Iteration 37Q: 3 clusters Score -5442367 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -5442387.000000 Penalty: 3473.987061
	Iteration 38Q: 3 clusters Score -5442387 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -5442392.000000 Penalty: 3473.987061
	Iteration 39Q: 3 clusters Score -5442392 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -5442393.500000 Penalty: 3473.987061
	Iteration 40F: 3 clusters Score -5442394 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -5442416.000000 Penalty: 3473.987061
	Iteration 41Q: 3 clusters Score -5442416 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -5442415.000000 Penalty: 3473.987061
	Iteration 42Q: 3 clusters Score -5442415 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -5442416.000000 Penalty: 3473.987061
	Iteration 43Q: 3 clusters Score -5442416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -5442426.000000 Penalty: 3473.987061
	Iteration 44Q: 3 clusters Score -5442426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -5442433.000000 Penalty: 3473.987061
	Iteration 45Q: 3 clusters Score -5442433 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -5442441.500000 Penalty: 3473.987061
	Iteration 46Q: 3 clusters Score -5442442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -5442451.000000 Penalty: 3473.987061
	Iteration 47Q: 3 clusters Score -5442451 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -5442466.000000 Penalty: 3473.987061
	Iteration 48Q: 3 clusters Score -5442466 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -5442480.500000 Penalty: 3473.987061
	Iteration 49Q: 3 clusters Score -5442480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -5442493.500000 Penalty: 3473.987061
	Iteration 50Q: 3 clusters Score -5442494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -5442495.000000 Penalty: 3473.987061
	Iteration 51Q: 3 clusters Score -5442495 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -5442501.000000 Penalty: 3473.987061
	Iteration 52Q: 3 clusters Score -5442501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -5442505.500000 Penalty: 3473.987061
	Iteration 53Q: 3 clusters Score -5442506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -5442517.500000 Penalty: 3473.987061
	Iteration 54Q: 3 clusters Score -5442518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -5442522.000000 Penalty: 3473.987061
	Iteration 55Q: 3 clusters Score -5442522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -5442518.500000 Penalty: 3473.987061
	Iteration 56Q: 3 clusters Score -5442518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -5442524.000000 Penalty: 3473.987061
	Iteration 57Q: 3 clusters Score -5442524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -5442533.500000 Penalty: 3473.987061
	Iteration 58Q: 3 clusters Score -5442534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -5442542.000000 Penalty: 3473.987061
	Iteration 59Q: 3 clusters Score -5442542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -5442545.500000 Penalty: 3473.987061
	Iteration 60F: 3 clusters Score -5442546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -5442549.000000 Penalty: 3473.987061
	Iteration 61Q: 3 clusters Score -5442549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -5442548.000000 Penalty: 3473.987061
	Iteration 62Q: 3 clusters Score -5442548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -5442556.000000 Penalty: 3473.987061
	Iteration 63Q: 3 clusters Score -5442556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -5442562.000000 Penalty: 3473.987061
	Iteration 64Q: 3 clusters Score -5442562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -5442557.000000 Penalty: 3473.987061
	Iteration 65Q: 3 clusters Score -5442557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -5442561.500000 Penalty: 3473.987061
	Iteration 66Q: 3 clusters Score -5442562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -5442570.000000 Penalty: 3473.987061
	Iteration 67Q: 3 clusters Score -5442570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -5442572.500000 Penalty: 3473.987061
	Iteration 68Q: 3 clusters Score -5442572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -5442574.500000 Penalty: 3473.987061
	Iteration 69Q: 3 clusters Score -5442574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -5442578.500000 Penalty: 3473.987061
	Iteration 70Q: 3 clusters Score -5442578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -5442576.500000 Penalty: 3473.987061
	Iteration 71Q: 3 clusters Score -5442576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -5442579.500000 Penalty: 3473.987061
	Iteration 72Q: 3 clusters Score -5442580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -5442581.000000 Penalty: 3473.987061
	Iteration 73Q: 3 clusters Score -5442581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -5442586.500000 Penalty: 3473.987061
	Iteration 74Q: 3 clusters Score -5442586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -5442583.000000 Penalty: 3473.987061
	Iteration 75Q: 3 clusters Score -5442583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -5442586.500000 Penalty: 3473.987061
	Iteration 76Q: 3 clusters Score -5442586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -5442583.500000 Penalty: 3473.987061
	Iteration 77Q: 3 clusters Score -5442584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -5442589.000000 Penalty: 3473.987061
	Iteration 78Q: 3 clusters Score -5442589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -5442586.000000 Penalty: 3473.987061
	Iteration 79Q: 3 clusters Score -5442586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -5442586.000000 Penalty: 3473.987061
	Iteration 80F: 3 clusters Score -5442586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Entering Unmasked Estep 
Score: -8881166.000000 Penalty: 1816.948608
	Iteration 0F: 2 clusters Score -8881166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -8834326.000000 Penalty: 3633.897217
	Iteration 0F: 3 clusters Score -8834326 nChanged 34077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -8853586.000000 Penalty: 3633.897217
	Iteration 1F: 3 clusters Score -8853586 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -8854209.000000 Penalty: 3633.897217
	Iteration 2Q: 3 clusters Score -8854209 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -8854959.000000 Penalty: 3633.897217
	Iteration 3Q: 3 clusters Score -8854959 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -8856142.000000 Penalty: 3633.897217
	Iteration 4Q: 3 clusters Score -8856142 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -8857735.000000 Penalty: 3633.897217
	Iteration 5Q: 3 clusters Score -8857735 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -8859995.000000 Penalty: 3633.897217
	Iteration 6F: 3 clusters Score -8859995 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -8863189.000000 Penalty: 3633.897217
	Iteration 7F: 3 clusters Score -8863189 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -8867037.000000 Penalty: 3633.897217
	Iteration 8F: 3 clusters Score -8867037 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -8871062.000000 Penalty: 3633.897217
	Iteration 9F: 3 clusters Score -8871062 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -8873731.000000 Penalty: 3633.897217
	Iteration 10F: 3 clusters Score -8873731 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -8874967.000000 Penalty: 3633.897217
	Iteration 11Q: 3 clusters Score -8874967 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -8875665.000000 Penalty: 3633.897217
	Iteration 12Q: 3 clusters Score -8875665 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -8876255.000000 Penalty: 3633.897217
	Iteration 13Q: 3 clusters Score -8876255 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -8876619.000000 Penalty: 3633.897217
	Iteration 14Q: 3 clusters Score -8876619 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -8876991.000000 Penalty: 3633.897217
	Iteration 15Q: 3 clusters Score -8876991 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -8877429.000000 Penalty: 3633.897217
	Iteration 16Q: 3 clusters Score -8877429 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -8877865.000000 Penalty: 3633.897217
	Iteration 17Q: 3 clusters Score -8877865 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -8878214.000000 Penalty: 3633.897217
	Iteration 18Q: 3 clusters Score -8878214 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -8878556.000000 Penalty: 3633.897217
	Iteration 19Q: 3 clusters Score -8878556 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -8878946.000000 Penalty: 3633.897217
	Iteration 20F: 3 clusters Score -8878946 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64481 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -8879223.000000 Penalty: 3633.897217
	Iteration 21Q: 3 clusters Score -8879223 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -8879512.000000 Penalty: 3633.897217
	Iteration 22Q: 3 clusters Score -8879512 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -8879650.000000 Penalty: 3633.897217
	Iteration 23Q: 3 clusters Score -8879650 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -8879904.000000 Penalty: 3633.897217
	Iteration 24Q: 3 clusters Score -8879904 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67833 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -8880082.000000 Penalty: 3633.897217
	Iteration 25Q: 3 clusters Score -8880082 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8880203.000000 Penalty: 3633.897217
	Iteration 26Q: 3 clusters Score -8880203 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -8880259.000000 Penalty: 3633.897217
	Iteration 27Q: 3 clusters Score -8880259 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8880320.000000 Penalty: 3633.897217
	Iteration 28Q: 3 clusters Score -8880320 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69428 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -8880329.000000 Penalty: 3633.897217
	Iteration 29Q: 3 clusters Score -8880329 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69636 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8880346.000000 Penalty: 3633.897217
	Iteration 30Q: 3 clusters Score -8880346 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -8880367.000000 Penalty: 3633.897217
	Iteration 31Q: 3 clusters Score -8880367 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69955 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8880379.000000 Penalty: 3633.897217
	Iteration 32Q: 3 clusters Score -8880379 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8880359.000000 Penalty: 3633.897217
	Iteration 33Q: 3 clusters Score -8880359 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70146 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8880361.000000 Penalty: 3633.897217
	Iteration 34Q: 3 clusters Score -8880361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70214 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8880348.000000 Penalty: 3633.897217
	Iteration 35Q: 3 clusters Score -8880348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8880333.000000 Penalty: 3633.897217
	Iteration 36Q: 3 clusters Score -8880333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70323 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8880345.000000 Penalty: 3633.897217
	Iteration 37Q: 3 clusters Score -8880345 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8880328.000000 Penalty: 3633.897217
	Iteration 38Q: 3 clusters Score -8880328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8880330.000000 Penalty: 3633.897217
	Iteration 39Q: 3 clusters Score -8880330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70457 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8880325.000000 Penalty: 3633.897217
	Iteration 40F: 3 clusters Score -8880325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8880326.000000 Penalty: 3633.897217
	Iteration 41Q: 3 clusters Score -8880326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70511 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8880328.000000 Penalty: 3633.897217
	Iteration 42Q: 3 clusters Score -8880328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70531 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8880335.000000 Penalty: 3633.897217
	Iteration 43Q: 3 clusters Score -8880335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70554 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -8880343.000000 Penalty: 3633.897217
	Iteration 44Q: 3 clusters Score -8880343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70575 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8880337.000000 Penalty: 3633.897217
	Iteration 45Q: 3 clusters Score -8880337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70595 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8880332.000000 Penalty: 3633.897217
	Iteration 46Q: 3 clusters Score -8880332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70613 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8880343.000000 Penalty: 3633.897217
	Iteration 47Q: 3 clusters Score -8880343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70627 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8880341.000000 Penalty: 3633.897217
	Iteration 48Q: 3 clusters Score -8880341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70643 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8880330.000000 Penalty: 3633.897217
	Iteration 49Q: 3 clusters Score -8880330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70657 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8880335.000000 Penalty: 3633.897217
	Iteration 50Q: 3 clusters Score -8880335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70677 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8880339.000000 Penalty: 3633.897217
	Iteration 51Q: 3 clusters Score -8880339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70696 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8880339.000000 Penalty: 3633.897217
	Iteration 52Q: 3 clusters Score -8880339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8880335.000000 Penalty: 3633.897217
	Iteration 53Q: 3 clusters Score -8880335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70734 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8880322.000000 Penalty: 3633.897217
	Iteration 54Q: 3 clusters Score -8880322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8880319.000000 Penalty: 3633.897217
	Iteration 55Q: 3 clusters Score -8880319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70760 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8880318.000000 Penalty: 3633.897217
	Iteration 56Q: 3 clusters Score -8880318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70770 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8880304.000000 Penalty: 3633.897217
	Iteration 57Q: 3 clusters Score -8880304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70780 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8880304.000000 Penalty: 3633.897217
	Iteration 58Q: 3 clusters Score -8880304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70789 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8880300.000000 Penalty: 3633.897217
	Iteration 59Q: 3 clusters Score -8880300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70796 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8880293.000000 Penalty: 3633.897217
	Iteration 60F: 3 clusters Score -8880293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70800 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8880298.000000 Penalty: 3633.897217
	Iteration 61Q: 3 clusters Score -8880298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70800 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8880294.000000 Penalty: 3633.897217
	Iteration 62Q: 3 clusters Score -8880294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70802 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8880295.000000 Penalty: 3633.897217
	Iteration 63Q: 3 clusters Score -8880295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70806 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8880301.000000 Penalty: 3633.897217
	Iteration 64Q: 3 clusters Score -8880301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70809 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8880304.000000 Penalty: 3633.897217
	Iteration 65Q: 3 clusters Score -8880304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70815 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8880303.000000 Penalty: 3633.897217
	Iteration 66Q: 3 clusters Score -8880303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70823 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8880305.000000 Penalty: 3633.897217
	Iteration 67Q: 3 clusters Score -8880305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70828 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8880298.000000 Penalty: 3633.897217
	Iteration 68Q: 3 clusters Score -8880298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8880304.000000 Penalty: 3633.897217
	Iteration 69Q: 3 clusters Score -8880304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8880305.000000 Penalty: 3633.897217
	Iteration 70Q: 3 clusters Score -8880305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70853 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8880302.000000 Penalty: 3633.897217
	Iteration 71Q: 3 clusters Score -8880302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70859 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8880298.000000 Penalty: 3633.897217
	Iteration 72Q: 3 clusters Score -8880298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8880298.000000 Penalty: 3633.897217
	Iteration 73Q: 3 clusters Score -8880298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70868 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8880301.000000 Penalty: 3633.897217
	Iteration 74Q: 3 clusters Score -8880301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70868 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8880301.000000 Penalty: 3633.897217
	Iteration 75F: 3 clusters Score -8880301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (70426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70426 members 
Entering Unmasked Estep 
Score: -8784343.000000 Penalty: 1813.876709
	Iteration 0F: 2 clusters Score -8784343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -8738456.000000 Penalty: 3627.753418
	Iteration 0F: 3 clusters Score -8738456 nChanged 33375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -8757643.000000 Penalty: 3627.753418
	Iteration 1F: 3 clusters Score -8757643 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -8758364.000000 Penalty: 3627.753418
	Iteration 2Q: 3 clusters Score -8758364 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -8759622.000000 Penalty: 3627.753418
	Iteration 3Q: 3 clusters Score -8759622 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -8761557.000000 Penalty: 3627.753418
	Iteration 4F: 3 clusters Score -8761557 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -8765219.000000 Penalty: 3627.753418
	Iteration 5F: 3 clusters Score -8765219 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -8770862.000000 Penalty: 3627.753418
	Iteration 6F: 3 clusters Score -8770862 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -8776985.000000 Penalty: 3627.753418
	Iteration 7F: 3 clusters Score -8776985 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
Score: -8780793.000000 Penalty: 3627.753418
	Iteration 8F: 3 clusters Score -8780793 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 69789 members 
Entering Unmasked Estep 
Score: -8782216.000000 Penalty: 3627.753418
	Iteration 9Q: 3 clusters Score -8782216 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 70173 members 
Entering Unmasked Estep 
Score: -8782551.000000 Penalty: 3627.753418
	Iteration 10Q: 3 clusters Score -8782551 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -8782668.000000 Penalty: 3627.753418
	Iteration 11Q: 3 clusters Score -8782668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 70278 members 
Entering Unmasked Estep 
Score: -8782705.000000 Penalty: 3627.753418
	Iteration 12Q: 3 clusters Score -8782705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -8782715.000000 Penalty: 3627.753418
	Iteration 13Q: 3 clusters Score -8782715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 70281 members 
Entering Unmasked Estep 
Score: -8782709.000000 Penalty: 3627.753418
	Iteration 14Q: 3 clusters Score -8782709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 70282 members 
Entering Unmasked Estep 
Score: -8782715.000000 Penalty: 3627.753418
	Iteration 15Q: 3 clusters Score -8782715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 70282 members 
Entering Unmasked Estep 
Score: -8782715.000000 Penalty: 3627.753418
	Iteration 16F: 3 clusters Score -8782715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (61432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Entering Unmasked Estep 
Score: -7602178.500000 Penalty: 1791.674072
	Iteration 0F: 2 clusters Score -7602178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -7561204.000000 Penalty: 3583.348145
	Iteration 0F: 3 clusters Score -7561204 nChanged 29025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -7577508.500000 Penalty: 3583.348145
	Iteration 1F: 3 clusters Score -7577508 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -7578129.500000 Penalty: 3583.348145
	Iteration 2Q: 3 clusters Score -7578130 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -7578938.500000 Penalty: 3583.348145
	Iteration 3Q: 3 clusters Score -7578938 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -7580257.000000 Penalty: 3583.348145
	Iteration 4Q: 3 clusters Score -7580257 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -7582576.000000 Penalty: 3583.348145
	Iteration 5F: 3 clusters Score -7582576 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -7585964.000000 Penalty: 3583.348145
	Iteration 6F: 3 clusters Score -7585964 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -7590045.500000 Penalty: 3583.348145
	Iteration 7F: 3 clusters Score -7590046 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -7593540.000000 Penalty: 3583.348145
	Iteration 8F: 3 clusters Score -7593540 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -7595488.000000 Penalty: 3583.348145
	Iteration 9F: 3 clusters Score -7595488 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -7596530.500000 Penalty: 3583.348145
	Iteration 10Q: 3 clusters Score -7596530 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -7597124.500000 Penalty: 3583.348145
	Iteration 11Q: 3 clusters Score -7597124 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -7597749.500000 Penalty: 3583.348145
	Iteration 12Q: 3 clusters Score -7597750 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -7598265.500000 Penalty: 3583.348145
	Iteration 13Q: 3 clusters Score -7598266 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -7598730.000000 Penalty: 3583.348145
	Iteration 14Q: 3 clusters Score -7598730 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -7599083.000000 Penalty: 3583.348145
	Iteration 15Q: 3 clusters Score -7599083 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -7599460.000000 Penalty: 3583.348145
	Iteration 16Q: 3 clusters Score -7599460 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -7599770.000000 Penalty: 3583.348145
	Iteration 17Q: 3 clusters Score -7599770 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -7600017.000000 Penalty: 3583.348145
	Iteration 18Q: 3 clusters Score -7600017 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -7600252.500000 Penalty: 3583.348145
	Iteration 19Q: 3 clusters Score -7600252 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -7600445.000000 Penalty: 3583.348145
	Iteration 20F: 3 clusters Score -7600445 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -7600580.000000 Penalty: 3583.348145
	Iteration 21Q: 3 clusters Score -7600580 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -7600716.500000 Penalty: 3583.348145
	Iteration 22Q: 3 clusters Score -7600716 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -7600796.000000 Penalty: 3583.348145
	Iteration 23Q: 3 clusters Score -7600796 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -7600870.500000 Penalty: 3583.348145
	Iteration 24Q: 3 clusters Score -7600870 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -7600943.500000 Penalty: 3583.348145
	Iteration 25Q: 3 clusters Score -7600944 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -7601006.000000 Penalty: 3583.348145
	Iteration 26Q: 3 clusters Score -7601006 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -7601100.000000 Penalty: 3583.348145
	Iteration 27Q: 3 clusters Score -7601100 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -7601141.500000 Penalty: 3583.348145
	Iteration 28Q: 3 clusters Score -7601142 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -7601200.000000 Penalty: 3583.348145
	Iteration 29Q: 3 clusters Score -7601200 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -7601224.500000 Penalty: 3583.348145
	Iteration 30Q: 3 clusters Score -7601224 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -7601263.500000 Penalty: 3583.348145
	Iteration 31Q: 3 clusters Score -7601264 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -7601275.500000 Penalty: 3583.348145
	Iteration 32Q: 3 clusters Score -7601276 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 58398 members 
Entering Unmasked Estep 
Score: -7601295.500000 Penalty: 3583.348145
	Iteration 33Q: 3 clusters Score -7601296 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 58485 members 
Entering Unmasked Estep 
Score: -7601310.000000 Penalty: 3583.348145
	Iteration 34Q: 3 clusters Score -7601310 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 58563 members 
Entering Unmasked Estep 
Score: -7601307.500000 Penalty: 3583.348145
	Iteration 35Q: 3 clusters Score -7601308 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -7601329.000000 Penalty: 3583.348145
	Iteration 36Q: 3 clusters Score -7601329 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -7601324.500000 Penalty: 3583.348145
	Iteration 37Q: 3 clusters Score -7601324 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -7601322.000000 Penalty: 3583.348145
	Iteration 38Q: 3 clusters Score -7601322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -7601343.000000 Penalty: 3583.348145
	Iteration 39Q: 3 clusters Score -7601343 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -7601355.000000 Penalty: 3583.348145
	Iteration 40F: 3 clusters Score -7601355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 58885 members 
Entering Unmasked Estep 
Score: -7601363.500000 Penalty: 3583.348145
	Iteration 41Q: 3 clusters Score -7601364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -7601361.000000 Penalty: 3583.348145
	Iteration 42Q: 3 clusters Score -7601361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -7601378.000000 Penalty: 3583.348145
	Iteration 43Q: 3 clusters Score -7601378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -7601372.000000 Penalty: 3583.348145
	Iteration 44Q: 3 clusters Score -7601372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -7601381.500000 Penalty: 3583.348145
	Iteration 45Q: 3 clusters Score -7601382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 58988 members 
Entering Unmasked Estep 
Score: -7601387.000000 Penalty: 3583.348145
	Iteration 46Q: 3 clusters Score -7601387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -7601385.500000 Penalty: 3583.348145
	Iteration 47Q: 3 clusters Score -7601386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
Score: -7601393.500000 Penalty: 3583.348145
	Iteration 48Q: 3 clusters Score -7601394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -7601394.000000 Penalty: 3583.348145
	Iteration 49Q: 3 clusters Score -7601394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -7601395.000000 Penalty: 3583.348145
	Iteration 50Q: 3 clusters Score -7601395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -7601395.000000 Penalty: 3583.348145
	Iteration 51Q: 3 clusters Score -7601395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -7601397.000000 Penalty: 3583.348145
	Iteration 52Q: 3 clusters Score -7601397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -7601390.000000 Penalty: 3583.348145
	Iteration 53Q: 3 clusters Score -7601390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -7601388.000000 Penalty: 3583.348145
	Iteration 54Q: 3 clusters Score -7601388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 59078 members 
Entering Unmasked Estep 
Score: -7601390.000000 Penalty: 3583.348145
	Iteration 55Q: 3 clusters Score -7601390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 59091 members 
Entering Unmasked Estep 
Score: -7601391.000000 Penalty: 3583.348145
	Iteration 56Q: 3 clusters Score -7601391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 59106 members 
Entering Unmasked Estep 
Score: -7601400.500000 Penalty: 3583.348145
	Iteration 57Q: 3 clusters Score -7601400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -7601405.500000 Penalty: 3583.348145
	Iteration 58Q: 3 clusters Score -7601406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -7601394.500000 Penalty: 3583.348145
	Iteration 59Q: 3 clusters Score -7601394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -7601395.000000 Penalty: 3583.348145
	Iteration 60F: 3 clusters Score -7601395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -7601387.000000 Penalty: 3583.348145
	Iteration 61Q: 3 clusters Score -7601387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -7601384.500000 Penalty: 3583.348145
	Iteration 62Q: 3 clusters Score -7601384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -7601393.500000 Penalty: 3583.348145
	Iteration 63Q: 3 clusters Score -7601394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -7601385.500000 Penalty: 3583.348145
	Iteration 64Q: 3 clusters Score -7601386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -7601385.000000 Penalty: 3583.348145
	Iteration 65Q: 3 clusters Score -7601385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -7601384.000000 Penalty: 3583.348145
	Iteration 66Q: 3 clusters Score -7601384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -7601382.000000 Penalty: 3583.348145
	Iteration 67Q: 3 clusters Score -7601382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -7601379.500000 Penalty: 3583.348145
	Iteration 68Q: 3 clusters Score -7601380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 59282 members 
Entering Unmasked Estep 
Score: -7601385.000000 Penalty: 3583.348145
	Iteration 69Q: 3 clusters Score -7601385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -7601385.500000 Penalty: 3583.348145
	Iteration 70Q: 3 clusters Score -7601386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -7601382.500000 Penalty: 3583.348145
	Iteration 71Q: 3 clusters Score -7601382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -7601383.500000 Penalty: 3583.348145
	Iteration 72Q: 3 clusters Score -7601384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -7601383.500000 Penalty: 3583.348145
	Iteration 73F: 3 clusters Score -7601384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (75470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75470 members 
Entering Unmasked Estep 
Score: -9408448.000000 Penalty: 1825.117188
	Iteration 0F: 2 clusters Score -9408448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -9360031.000000 Penalty: 3650.234375
	Iteration 0F: 3 clusters Score -9360031 nChanged 35846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -9380882.000000 Penalty: 3650.234375
	Iteration 1F: 3 clusters Score -9380882 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -9382240.000000 Penalty: 3650.234375
	Iteration 2Q: 3 clusters Score -9382240 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -9384418.000000 Penalty: 3650.234375
	Iteration 3F: 3 clusters Score -9384418 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -9388216.000000 Penalty: 3650.234375
	Iteration 4F: 3 clusters Score -9388216 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -9394025.000000 Penalty: 3650.234375
	Iteration 5F: 3 clusters Score -9394025 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -9400512.000000 Penalty: 3650.234375
	Iteration 6F: 3 clusters Score -9400512 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 72540 members 
Entering Unmasked Estep 
Score: -9404613.000000 Penalty: 3650.234375
	Iteration 7F: 3 clusters Score -9404613 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -9406179.000000 Penalty: 3650.234375
	Iteration 8Q: 3 clusters Score -9406179 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 75069 members 
Entering Unmasked Estep 
Score: -9406596.000000 Penalty: 3650.234375
	Iteration 9Q: 3 clusters Score -9406596 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 75202 members 
Entering Unmasked Estep 
Score: -9406772.000000 Penalty: 3650.234375
	Iteration 10Q: 3 clusters Score -9406772 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -9406825.000000 Penalty: 3650.234375
	Iteration 11Q: 3 clusters Score -9406825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
Score: -9406842.000000 Penalty: 3650.234375
	Iteration 12Q: 3 clusters Score -9406842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 75265 members 
Entering Unmasked Estep 
Score: -9406870.000000 Penalty: 3650.234375
	Iteration 13Q: 3 clusters Score -9406870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -9406882.000000 Penalty: 3650.234375
	Iteration 14Q: 3 clusters Score -9406882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 75273 members 
Entering Unmasked Estep 
Score: -9406887.000000 Penalty: 3650.234375
	Iteration 15Q: 3 clusters Score -9406887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -9406883.000000 Penalty: 3650.234375
	Iteration 16Q: 3 clusters Score -9406883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 75279 members 
Entering Unmasked Estep 
Score: -9406894.000000 Penalty: 3650.234375
	Iteration 17Q: 3 clusters Score -9406894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 75285 members 
Entering Unmasked Estep 
Score: -9406901.000000 Penalty: 3650.234375
	Iteration 18Q: 3 clusters Score -9406901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 75290 members 
Entering Unmasked Estep 
Score: -9406910.000000 Penalty: 3650.234375
	Iteration 19Q: 3 clusters Score -9406910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 75292 members 
Entering Unmasked Estep 
Score: -9406908.000000 Penalty: 3650.234375
	Iteration 20F: 3 clusters Score -9406908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 75291 members 
Entering Unmasked Estep 
Score: -9406912.000000 Penalty: 3650.234375
	Iteration 21Q: 3 clusters Score -9406912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 75291 members 
Entering Unmasked Estep 
Score: -9406912.000000 Penalty: 3650.234375
	Iteration 22F: 3 clusters Score -9406912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Entering Unmasked Estep 
Score: -3158522.000000 Penalty: 1655.597168
	Iteration 0F: 2 clusters Score -3158522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -3140758.750000 Penalty: 3311.194336
	Iteration 0F: 3 clusters Score -3140759 nChanged 12235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3150190.500000 Penalty: 3311.194336
	Iteration 1F: 3 clusters Score -3150190 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -3153959.000000 Penalty: 3311.194336
	Iteration 2F: 3 clusters Score -3153959 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -3157626.500000 Penalty: 3311.194336
	Iteration 3F: 3 clusters Score -3157626 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -3159907.500000 Penalty: 3311.194336
	Iteration 4F: 3 clusters Score -3159908 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3160909.000000 Penalty: 3311.194336
	Iteration 5F: 3 clusters Score -3160909 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3161319.000000 Penalty: 3311.194336
	Iteration 6Q: 3 clusters Score -3161319 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -3161582.500000 Penalty: 3311.194336
	Iteration 7Q: 3 clusters Score -3161582 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3161790.500000 Penalty: 3311.194336
	Iteration 8Q: 3 clusters Score -3161790 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3161941.250000 Penalty: 3311.194336
	Iteration 9Q: 3 clusters Score -3161941 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -3162038.750000 Penalty: 3311.194336
	Iteration 10Q: 3 clusters Score -3162039 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -3162099.750000 Penalty: 3311.194336
	Iteration 11Q: 3 clusters Score -3162100 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3162149.250000 Penalty: 3311.194336
	Iteration 12Q: 3 clusters Score -3162149 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -3162167.500000 Penalty: 3311.194336
	Iteration 13Q: 3 clusters Score -3162168 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3162187.000000 Penalty: 3311.194336
	Iteration 14Q: 3 clusters Score -3162187 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3162207.750000 Penalty: 3311.194336
	Iteration 15Q: 3 clusters Score -3162208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -3162221.000000 Penalty: 3311.194336
	Iteration 16Q: 3 clusters Score -3162221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3162228.750000 Penalty: 3311.194336
	Iteration 17Q: 3 clusters Score -3162229 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3162233.000000 Penalty: 3311.194336
	Iteration 18Q: 3 clusters Score -3162233 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -3162243.250000 Penalty: 3311.194336
	Iteration 19Q: 3 clusters Score -3162243 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3162244.250000 Penalty: 3311.194336
	Iteration 20F: 3 clusters Score -3162244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3162247.000000 Penalty: 3311.194336
	Iteration 21Q: 3 clusters Score -3162247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3162245.750000 Penalty: 3311.194336
	Iteration 22Q: 3 clusters Score -3162246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -3162247.500000 Penalty: 3311.194336
	Iteration 23Q: 3 clusters Score -3162248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -3162252.000000 Penalty: 3311.194336
	Iteration 24Q: 3 clusters Score -3162252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3162246.750000 Penalty: 3311.194336
	Iteration 25Q: 3 clusters Score -3162247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -3162248.500000 Penalty: 3311.194336
	Iteration 26Q: 3 clusters Score -3162248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -3162246.000000 Penalty: 3311.194336
	Iteration 27Q: 3 clusters Score -3162246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3162246.750000 Penalty: 3311.194336
	Iteration 28Q: 3 clusters Score -3162247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -3162246.500000 Penalty: 3311.194336
	Iteration 29Q: 3 clusters Score -3162246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3162253.500000 Penalty: 3311.194336
	Iteration 30Q: 3 clusters Score -3162254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -3162252.750000 Penalty: 3311.194336
	Iteration 31Q: 3 clusters Score -3162253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -3162252.750000 Penalty: 3311.194336
	Iteration 32F: 3 clusters Score -3162253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 24320 members 
Mstep: Class 4 contains 45109 members 
Mstep: Class 5 contains 43879 members 
Mstep: Class 6 contains 71770 members 
Mstep: Class 9 contains 70426 members 
Mstep: Class 10 contains 61432 members 
Mstep: Class 11 contains 75470 members 
Mstep: Class 12 contains 2270 members 
Mstep: Class 13 contains 12662 members 
Mstep: Class 14 contains 39334 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 17 contains 68479 members 
Mstep: Class 19 contains 93637 members 
Mstep: Class 20 contains 1305 members 
Entering Unmasked Estep 
Score: -75537056.000000 Penalty: 32515.083984
Splitting cluster 12 changes total score from -75533192.000000 to -75537056.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 13 (12662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Entering Unmasked Estep 
Score: -1613177.875000 Penalty: 1535.033569
	Iteration 0F: 2 clusters Score -1613178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1604286.125000 Penalty: 3070.067139
	Iteration 0F: 3 clusters Score -1604286 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1607316.625000 Penalty: 3070.067139
	Iteration 1F: 3 clusters Score -1607317 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1607567.000000 Penalty: 3070.067139
	Iteration 2F: 3 clusters Score -1607567 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1607770.375000 Penalty: 3070.067139
	Iteration 3Q: 3 clusters Score -1607770 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1607963.500000 Penalty: 3070.067139
	Iteration 4Q: 3 clusters Score -1607964 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1608179.750000 Penalty: 3070.067139
	Iteration 5Q: 3 clusters Score -1608180 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1608403.500000 Penalty: 3070.067139
	Iteration 6Q: 3 clusters Score -1608404 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1608699.250000 Penalty: 3070.067139
	Iteration 7Q: 3 clusters Score -1608699 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1609061.375000 Penalty: 3070.067139
	Iteration 8Q: 3 clusters Score -1609061 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1609524.500000 Penalty: 3070.067139
	Iteration 9Q: 3 clusters Score -1609524 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1610022.875000 Penalty: 3070.067139
	Iteration 10Q: 3 clusters Score -1610023 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1610463.125000 Penalty: 3070.067139
	Iteration 11Q: 3 clusters Score -1610463 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1610768.750000 Penalty: 3070.067139
	Iteration 12Q: 3 clusters Score -1610769 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1610973.000000 Penalty: 3070.067139
	Iteration 13Q: 3 clusters Score -1610973 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1611105.125000 Penalty: 3070.067139
	Iteration 14Q: 3 clusters Score -1611105 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1611221.500000 Penalty: 3070.067139
	Iteration 15Q: 3 clusters Score -1611222 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1611319.750000 Penalty: 3070.067139
	Iteration 16Q: 3 clusters Score -1611320 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1611413.875000 Penalty: 3070.067139
	Iteration 17Q: 3 clusters Score -1611414 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1611475.625000 Penalty: 3070.067139
	Iteration 18Q: 3 clusters Score -1611476 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1611516.125000 Penalty: 3070.067139
	Iteration 19Q: 3 clusters Score -1611516 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1611564.375000 Penalty: 3070.067139
	Iteration 20F: 3 clusters Score -1611564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1611602.625000 Penalty: 3070.067139
	Iteration 21Q: 3 clusters Score -1611603 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1611631.125000 Penalty: 3070.067139
	Iteration 22Q: 3 clusters Score -1611631 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1611658.375000 Penalty: 3070.067139
	Iteration 23Q: 3 clusters Score -1611658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1611675.000000 Penalty: 3070.067139
	Iteration 24Q: 3 clusters Score -1611675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1611698.125000 Penalty: 3070.067139
	Iteration 25Q: 3 clusters Score -1611698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1611715.250000 Penalty: 3070.067139
	Iteration 26Q: 3 clusters Score -1611715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1611734.125000 Penalty: 3070.067139
	Iteration 27Q: 3 clusters Score -1611734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1611745.125000 Penalty: 3070.067139
	Iteration 28Q: 3 clusters Score -1611745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1611758.375000 Penalty: 3070.067139
	Iteration 29Q: 3 clusters Score -1611758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1611768.000000 Penalty: 3070.067139
	Iteration 30Q: 3 clusters Score -1611768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1611780.375000 Penalty: 3070.067139
	Iteration 31Q: 3 clusters Score -1611780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1611790.625000 Penalty: 3070.067139
	Iteration 32Q: 3 clusters Score -1611791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1611798.625000 Penalty: 3070.067139
	Iteration 33Q: 3 clusters Score -1611799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1611801.625000 Penalty: 3070.067139
	Iteration 34Q: 3 clusters Score -1611802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1611809.000000 Penalty: 3070.067139
	Iteration 35Q: 3 clusters Score -1611809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1611811.375000 Penalty: 3070.067139
	Iteration 36Q: 3 clusters Score -1611811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1611816.500000 Penalty: 3070.067139
	Iteration 37Q: 3 clusters Score -1611816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1611817.000000 Penalty: 3070.067139
	Iteration 38Q: 3 clusters Score -1611817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1611819.750000 Penalty: 3070.067139
	Iteration 39Q: 3 clusters Score -1611820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1611823.750000 Penalty: 3070.067139
	Iteration 40F: 3 clusters Score -1611824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1611828.000000 Penalty: 3070.067139
	Iteration 41Q: 3 clusters Score -1611828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1611829.375000 Penalty: 3070.067139
	Iteration 42Q: 3 clusters Score -1611829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1611829.375000 Penalty: 3070.067139
	Iteration 43F: 3 clusters Score -1611829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Entering Unmasked Estep 
Score: -4878965.000000 Penalty: 1719.224731
	Iteration 0F: 2 clusters Score -4878965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -4852487.500000 Penalty: 3438.449463
	Iteration 0F: 3 clusters Score -4852488 nChanged 18338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -4862950.000000 Penalty: 3438.449463
	Iteration 1F: 3 clusters Score -4862950 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -4863456.000000 Penalty: 3438.449463
	Iteration 2Q: 3 clusters Score -4863456 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -4864123.000000 Penalty: 3438.449463
	Iteration 3Q: 3 clusters Score -4864123 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -4865284.000000 Penalty: 3438.449463
	Iteration 4F: 3 clusters Score -4865284 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -4866952.500000 Penalty: 3438.449463
	Iteration 5F: 3 clusters Score -4866952 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -4869369.500000 Penalty: 3438.449463
	Iteration 6F: 3 clusters Score -4869370 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -4871910.500000 Penalty: 3438.449463
	Iteration 7F: 3 clusters Score -4871910 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -4874028.500000 Penalty: 3438.449463
	Iteration 8F: 3 clusters Score -4874028 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -4875439.000000 Penalty: 3438.449463
	Iteration 9Q: 3 clusters Score -4875439 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4876268.000000 Penalty: 3438.449463
	Iteration 10Q: 3 clusters Score -4876268 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4876776.000000 Penalty: 3438.449463
	Iteration 11Q: 3 clusters Score -4876776 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4877088.500000 Penalty: 3438.449463
	Iteration 12Q: 3 clusters Score -4877088 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4877272.000000 Penalty: 3438.449463
	Iteration 13Q: 3 clusters Score -4877272 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4877358.500000 Penalty: 3438.449463
	Iteration 14Q: 3 clusters Score -4877358 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4877444.500000 Penalty: 3438.449463
	Iteration 15Q: 3 clusters Score -4877444 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4877524.000000 Penalty: 3438.449463
	Iteration 16Q: 3 clusters Score -4877524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4877561.500000 Penalty: 3438.449463
	Iteration 17Q: 3 clusters Score -4877562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4877581.000000 Penalty: 3438.449463
	Iteration 18Q: 3 clusters Score -4877581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4877600.000000 Penalty: 3438.449463
	Iteration 19Q: 3 clusters Score -4877600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4877615.500000 Penalty: 3438.449463
	Iteration 20F: 3 clusters Score -4877616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4877629.000000 Penalty: 3438.449463
	Iteration 21Q: 3 clusters Score -4877629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4877644.500000 Penalty: 3438.449463
	Iteration 22Q: 3 clusters Score -4877644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4877645.500000 Penalty: 3438.449463
	Iteration 23Q: 3 clusters Score -4877646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4877646.500000 Penalty: 3438.449463
	Iteration 24Q: 3 clusters Score -4877646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4877647.500000 Penalty: 3438.449463
	Iteration 25Q: 3 clusters Score -4877648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4877653.500000 Penalty: 3438.449463
	Iteration 26Q: 3 clusters Score -4877654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4877657.500000 Penalty: 3438.449463
	Iteration 27Q: 3 clusters Score -4877658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4877663.000000 Penalty: 3438.449463
	Iteration 28Q: 3 clusters Score -4877663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4877664.000000 Penalty: 3438.449463
	Iteration 29Q: 3 clusters Score -4877664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4877672.500000 Penalty: 3438.449463
	Iteration 30Q: 3 clusters Score -4877672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4877676.000000 Penalty: 3438.449463
	Iteration 31Q: 3 clusters Score -4877676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4877680.000000 Penalty: 3438.449463
	Iteration 32Q: 3 clusters Score -4877680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4877680.000000 Penalty: 3438.449463
	Iteration 33Q: 3 clusters Score -4877680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4877679.000000 Penalty: 3438.449463
	Iteration 34Q: 3 clusters Score -4877679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4877684.500000 Penalty: 3438.449463
	Iteration 35Q: 3 clusters Score -4877684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4877693.000000 Penalty: 3438.449463
	Iteration 36Q: 3 clusters Score -4877693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4877692.500000 Penalty: 3438.449463
	Iteration 37Q: 3 clusters Score -4877692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4877695.000000 Penalty: 3438.449463
	Iteration 38Q: 3 clusters Score -4877695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4877697.000000 Penalty: 3438.449463
	Iteration 39Q: 3 clusters Score -4877697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4877703.500000 Penalty: 3438.449463
	Iteration 40F: 3 clusters Score -4877704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4877703.500000 Penalty: 3438.449463
	Iteration 41Q: 3 clusters Score -4877704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4877702.000000 Penalty: 3438.449463
	Iteration 42Q: 3 clusters Score -4877702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4877704.000000 Penalty: 3438.449463
	Iteration 43Q: 3 clusters Score -4877704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4877703.000000 Penalty: 3438.449463
	Iteration 44Q: 3 clusters Score -4877703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4877705.000000 Penalty: 3438.449463
	Iteration 45Q: 3 clusters Score -4877705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4877707.000000 Penalty: 3438.449463
	Iteration 46Q: 3 clusters Score -4877707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4877706.000000 Penalty: 3438.449463
	Iteration 47Q: 3 clusters Score -4877706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4877708.000000 Penalty: 3438.449463
	Iteration 48Q: 3 clusters Score -4877708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4877708.000000 Penalty: 3438.449463
	Iteration 49F: 3 clusters Score -4877708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -599153.437500 Penalty: 1372.495605
	Iteration 0F: 2 clusters Score -599153.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -595379.000000 Penalty: 2744.991211
	Iteration 0F: 3 clusters Score -595379 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -596418.625000 Penalty: 2744.991211
	Iteration 1F: 3 clusters Score -596418.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -596601.500000 Penalty: 2744.991211
	Iteration 2F: 3 clusters Score -596601.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -596734.000000 Penalty: 2744.991211
	Iteration 3F: 3 clusters Score -596734 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -596851.312500 Penalty: 2744.991211
	Iteration 4Q: 3 clusters Score -596851.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -596964.062500 Penalty: 2744.991211
	Iteration 5Q: 3 clusters Score -596964.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -597044.875000 Penalty: 2744.991211
	Iteration 6Q: 3 clusters Score -597044.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -597113.000000 Penalty: 2744.991211
	Iteration 7Q: 3 clusters Score -597113 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -597188.812500 Penalty: 2744.991211
	Iteration 8Q: 3 clusters Score -597188.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -597263.000000 Penalty: 2744.991211
	Iteration 9Q: 3 clusters Score -597263 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -597338.875000 Penalty: 2744.991211
	Iteration 10Q: 3 clusters Score -597338.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -597397.437500 Penalty: 2744.991211
	Iteration 11Q: 3 clusters Score -597397.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -597446.437500 Penalty: 2744.991211
	Iteration 12Q: 3 clusters Score -597446.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -597493.187500 Penalty: 2744.991211
	Iteration 13Q: 3 clusters Score -597493.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -597533.000000 Penalty: 2744.991211
	Iteration 14Q: 3 clusters Score -597533 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -597587.000000 Penalty: 2744.991211
	Iteration 15Q: 3 clusters Score -597587 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -597642.187500 Penalty: 2744.991211
	Iteration 16Q: 3 clusters Score -597642.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -597689.875000 Penalty: 2744.991211
	Iteration 17Q: 3 clusters Score -597689.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -597741.625000 Penalty: 2744.991211
	Iteration 18Q: 3 clusters Score -597741.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -597784.312500 Penalty: 2744.991211
	Iteration 19Q: 3 clusters Score -597784.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -597821.250000 Penalty: 2744.991211
	Iteration 20F: 3 clusters Score -597821.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -597849.937500 Penalty: 2744.991211
	Iteration 21Q: 3 clusters Score -597849.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -597868.375000 Penalty: 2744.991211
	Iteration 22Q: 3 clusters Score -597868.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -597881.437500 Penalty: 2744.991211
	Iteration 23Q: 3 clusters Score -597881.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -597888.125000 Penalty: 2744.991211
	Iteration 24Q: 3 clusters Score -597888.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -597892.937500 Penalty: 2744.991211
	Iteration 25Q: 3 clusters Score -597892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -597896.125000 Penalty: 2744.991211
	Iteration 26Q: 3 clusters Score -597896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -597899.500000 Penalty: 2744.991211
	Iteration 27Q: 3 clusters Score -597899.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -597899.562500 Penalty: 2744.991211
	Iteration 28Q: 3 clusters Score -597899.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -597902.875000 Penalty: 2744.991211
	Iteration 29Q: 3 clusters Score -597902.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -597905.625000 Penalty: 2744.991211
	Iteration 30Q: 3 clusters Score -597905.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -597908.000000 Penalty: 2744.991211
	Iteration 31Q: 3 clusters Score -597908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -597911.062500 Penalty: 2744.991211
	Iteration 32Q: 3 clusters Score -597911.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -597914.062500 Penalty: 2744.991211
	Iteration 33Q: 3 clusters Score -597914.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -597916.000000 Penalty: 2744.991211
	Iteration 34Q: 3 clusters Score -597916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -597919.375000 Penalty: 2744.991211
	Iteration 35Q: 3 clusters Score -597919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -597921.187500 Penalty: 2744.991211
	Iteration 36Q: 3 clusters Score -597921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -597921.562500 Penalty: 2744.991211
	Iteration 37Q: 3 clusters Score -597921.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -597921.562500 Penalty: 2744.991211
	Iteration 38F: 3 clusters Score -597921.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (68479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Entering Unmasked Estep 
Score: -8529100.000000 Penalty: 1809.320801
	Iteration 0F: 2 clusters Score -8529100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -8484319.000000 Penalty: 3618.641602
	Iteration 0F: 3 clusters Score -8484319 nChanged 32433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -8502938.000000 Penalty: 3618.641602
	Iteration 1F: 3 clusters Score -8502938 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -8503632.000000 Penalty: 3618.641602
	Iteration 2Q: 3 clusters Score -8503632 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -8504480.000000 Penalty: 3618.641602
	Iteration 3Q: 3 clusters Score -8504480 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -8505979.000000 Penalty: 3618.641602
	Iteration 4Q: 3 clusters Score -8505979 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -8508539.000000 Penalty: 3618.641602
	Iteration 5F: 3 clusters Score -8508539 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -8512468.000000 Penalty: 3618.641602
	Iteration 6F: 3 clusters Score -8512468 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -8517060.000000 Penalty: 3618.641602
	Iteration 7F: 3 clusters Score -8517060 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 61851 members 
Entering Unmasked Estep 
Score: -8521625.000000 Penalty: 3618.641602
	Iteration 8F: 3 clusters Score -8521625 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -8524809.000000 Penalty: 3618.641602
	Iteration 9F: 3 clusters Score -8524809 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
Score: -8526484.000000 Penalty: 3618.641602
	Iteration 10Q: 3 clusters Score -8526484 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -8527138.000000 Penalty: 3618.641602
	Iteration 11Q: 3 clusters Score -8527138 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -8527348.000000 Penalty: 3618.641602
	Iteration 12Q: 3 clusters Score -8527348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -8527430.000000 Penalty: 3618.641602
	Iteration 13Q: 3 clusters Score -8527430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 68306 members 
Entering Unmasked Estep 
Score: -8527461.000000 Penalty: 3618.641602
	Iteration 14Q: 3 clusters Score -8527461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 68313 members 
Entering Unmasked Estep 
Score: -8527496.000000 Penalty: 3618.641602
	Iteration 15Q: 3 clusters Score -8527496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -8527513.000000 Penalty: 3618.641602
	Iteration 16Q: 3 clusters Score -8527513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -8527518.000000 Penalty: 3618.641602
	Iteration 17Q: 3 clusters Score -8527518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 68324 members 
Entering Unmasked Estep 
Score: -8527528.000000 Penalty: 3618.641602
	Iteration 18Q: 3 clusters Score -8527528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 68324 members 
Entering Unmasked Estep 
Score: -8527528.000000 Penalty: 3618.641602
	Iteration 19F: 3 clusters Score -8527528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (93637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Entering Unmasked Estep 
Score: -11549211.000000 Penalty: 1860.166870
	Iteration 0F: 2 clusters Score -1.154921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -11488630.000000 Penalty: 3720.333740
	Iteration 0F: 3 clusters Score -1.148863e+07 nChanged 44685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -11514699.000000 Penalty: 3720.333740
	Iteration 1F: 3 clusters Score -1.15147e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -11516382.000000 Penalty: 3720.333740
	Iteration 2Q: 3 clusters Score -1.151638e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -11519139.000000 Penalty: 3720.333740
	Iteration 3F: 3 clusters Score -1.151914e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -11523973.000000 Penalty: 3720.333740
	Iteration 4F: 3 clusters Score -1.152397e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58133 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -11530962.000000 Penalty: 3720.333740
	Iteration 5F: 3 clusters Score -1.153096e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62653 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -11538765.000000 Penalty: 3720.333740
	Iteration 6F: 3 clusters Score -1.153876e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65644 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -11543934.000000 Penalty: 3720.333740
	Iteration 7F: 3 clusters Score -1.154393e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -11545734.000000 Penalty: 3720.333740
	Iteration 8Q: 3 clusters Score -1.154573e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -11546547.000000 Penalty: 3720.333740
	Iteration 9Q: 3 clusters Score -1.154655e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -11547127.000000 Penalty: 3720.333740
	Iteration 10Q: 3 clusters Score -1.154713e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -11547697.000000 Penalty: 3720.333740
	Iteration 11Q: 3 clusters Score -1.15477e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72361 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -11548116.000000 Penalty: 3720.333740
	Iteration 12Q: 3 clusters Score -1.154812e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73571 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -11548519.000000 Penalty: 3720.333740
	Iteration 13Q: 3 clusters Score -1.154852e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74723 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -11548769.000000 Penalty: 3720.333740
	Iteration 14Q: 3 clusters Score -1.154877e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75801 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -11548974.000000 Penalty: 3720.333740
	Iteration 15Q: 3 clusters Score -1.154897e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76847 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -11549147.000000 Penalty: 3720.333740
	Iteration 16Q: 3 clusters Score -1.154915e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77842 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -11549279.000000 Penalty: 3720.333740
	Iteration 17Q: 3 clusters Score -1.154928e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78766 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -11549389.000000 Penalty: 3720.333740
	Iteration 18Q: 3 clusters Score -1.154939e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -11549601.000000 Penalty: 3720.333740
	Iteration 19Q: 3 clusters Score -1.15496e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80386 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -11549684.000000 Penalty: 3720.333740
	Iteration 20F: 3 clusters Score -1.154968e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81083 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -11549705.000000 Penalty: 3720.333740
	Iteration 21Q: 3 clusters Score -1.15497e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81707 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -11549705.000000 Penalty: 3720.333740
	Iteration 22Q: 3 clusters Score -1.15497e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82267 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -11549715.000000 Penalty: 3720.333740
	Iteration 23Q: 3 clusters Score -1.154972e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82799 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -11549723.000000 Penalty: 3720.333740
	Iteration 24Q: 3 clusters Score -1.154972e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -11549772.000000 Penalty: 3720.333740
	Iteration 25Q: 3 clusters Score -1.154977e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83756 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -11549807.000000 Penalty: 3720.333740
	Iteration 26Q: 3 clusters Score -1.154981e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84211 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -11549774.000000 Penalty: 3720.333740
	Iteration 27Q: 3 clusters Score -1.154977e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -11549765.000000 Penalty: 3720.333740
	Iteration 28Q: 3 clusters Score -1.154976e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84992 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -11549725.000000 Penalty: 3720.333740
	Iteration 29Q: 3 clusters Score -1.154972e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85364 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -11549695.000000 Penalty: 3720.333740
	Iteration 30Q: 3 clusters Score -1.15497e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85722 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -11549635.000000 Penalty: 3720.333740
	Iteration 31Q: 3 clusters Score -1.154964e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86047 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -11549602.000000 Penalty: 3720.333740
	Iteration 32Q: 3 clusters Score -1.15496e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86345 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -11549574.000000 Penalty: 3720.333740
	Iteration 33Q: 3 clusters Score -1.154957e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86623 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -11549492.000000 Penalty: 3720.333740
	Iteration 34Q: 3 clusters Score -1.154949e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86848 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -11549496.000000 Penalty: 3720.333740
	Iteration 35Q: 3 clusters Score -1.15495e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -11549438.000000 Penalty: 3720.333740
	Iteration 36Q: 3 clusters Score -1.154944e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -11549424.000000 Penalty: 3720.333740
	Iteration 37Q: 3 clusters Score -1.154942e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87442 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -11549421.000000 Penalty: 3720.333740
	Iteration 38Q: 3 clusters Score -1.154942e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87621 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -11549402.000000 Penalty: 3720.333740
	Iteration 39Q: 3 clusters Score -1.15494e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87776 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -11549388.000000 Penalty: 3720.333740
	Iteration 40F: 3 clusters Score -1.154939e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87921 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -11549379.000000 Penalty: 3720.333740
	Iteration 41Q: 3 clusters Score -1.154938e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88052 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -11549312.000000 Penalty: 3720.333740
	Iteration 42Q: 3 clusters Score -1.154931e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88176 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -11549297.000000 Penalty: 3720.333740
	Iteration 43Q: 3 clusters Score -1.15493e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88295 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -11549299.000000 Penalty: 3720.333740
	Iteration 44Q: 3 clusters Score -1.15493e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88416 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -11549293.000000 Penalty: 3720.333740
	Iteration 45Q: 3 clusters Score -1.154929e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88517 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -11549321.000000 Penalty: 3720.333740
	Iteration 46Q: 3 clusters Score -1.154932e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88613 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -11549329.000000 Penalty: 3720.333740
	Iteration 47Q: 3 clusters Score -1.154933e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88711 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -11549320.000000 Penalty: 3720.333740
	Iteration 48Q: 3 clusters Score -1.154932e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -11549286.000000 Penalty: 3720.333740
	Iteration 49Q: 3 clusters Score -1.154929e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88872 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -11549294.000000 Penalty: 3720.333740
	Iteration 50Q: 3 clusters Score -1.154929e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88953 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -11549292.000000 Penalty: 3720.333740
	Iteration 51Q: 3 clusters Score -1.154929e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89017 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -11549281.000000 Penalty: 3720.333740
	Iteration 52Q: 3 clusters Score -1.154928e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89077 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -11549293.000000 Penalty: 3720.333740
	Iteration 53Q: 3 clusters Score -1.154929e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -11549306.000000 Penalty: 3720.333740
	Iteration 54Q: 3 clusters Score -1.154931e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89205 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -11549301.000000 Penalty: 3720.333740
	Iteration 55Q: 3 clusters Score -1.15493e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89254 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -11549306.000000 Penalty: 3720.333740
	Iteration 56Q: 3 clusters Score -1.154931e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89306 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -11549314.000000 Penalty: 3720.333740
	Iteration 57Q: 3 clusters Score -1.154931e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -11549323.000000 Penalty: 3720.333740
	Iteration 58Q: 3 clusters Score -1.154932e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89422 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -11549306.000000 Penalty: 3720.333740
	Iteration 59Q: 3 clusters Score -1.154931e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89466 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -11549286.000000 Penalty: 3720.333740
	Iteration 60F: 3 clusters Score -1.154929e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89501 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -11549284.000000 Penalty: 3720.333740
	Iteration 61Q: 3 clusters Score -1.154928e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89535 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -11549288.000000 Penalty: 3720.333740
	Iteration 62Q: 3 clusters Score -1.154929e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89564 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -11549277.000000 Penalty: 3720.333740
	Iteration 63Q: 3 clusters Score -1.154928e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89591 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -11549285.000000 Penalty: 3720.333740
	Iteration 64Q: 3 clusters Score -1.154928e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89617 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -11549262.000000 Penalty: 3720.333740
	Iteration 65Q: 3 clusters Score -1.154926e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89642 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -11549265.000000 Penalty: 3720.333740
	Iteration 66Q: 3 clusters Score -1.154926e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89657 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -11549261.000000 Penalty: 3720.333740
	Iteration 67Q: 3 clusters Score -1.154926e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89680 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -11549256.000000 Penalty: 3720.333740
	Iteration 68Q: 3 clusters Score -1.154926e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89695 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -11549264.000000 Penalty: 3720.333740
	Iteration 69Q: 3 clusters Score -1.154926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89710 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -11549261.000000 Penalty: 3720.333740
	Iteration 70Q: 3 clusters Score -1.154926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -11549256.000000 Penalty: 3720.333740
	Iteration 71Q: 3 clusters Score -1.154926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -11549257.000000 Penalty: 3720.333740
	Iteration 72Q: 3 clusters Score -1.154926e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89773 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -11549249.000000 Penalty: 3720.333740
	Iteration 73Q: 3 clusters Score -1.154925e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89795 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -11549261.000000 Penalty: 3720.333740
	Iteration 74Q: 3 clusters Score -1.154926e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -11549244.000000 Penalty: 3720.333740
	Iteration 75Q: 3 clusters Score -1.154924e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89851 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -11549260.000000 Penalty: 3720.333740
	Iteration 76Q: 3 clusters Score -1.154926e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -11549281.000000 Penalty: 3720.333740
	Iteration 77Q: 3 clusters Score -1.154928e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -11549281.000000 Penalty: 3720.333740
	Iteration 78Q: 3 clusters Score -1.154928e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89918 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -11549286.000000 Penalty: 3720.333740
	Iteration 79Q: 3 clusters Score -1.154929e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89932 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -11549271.000000 Penalty: 3720.333740
	Iteration 80F: 3 clusters Score -1.154927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89949 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -11549271.000000 Penalty: 3720.333740
	Iteration 81Q: 3 clusters Score -1.154927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89970 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -11549254.000000 Penalty: 3720.333740
	Iteration 82Q: 3 clusters Score -1.154925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89980 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -11549244.000000 Penalty: 3720.333740
	Iteration 83Q: 3 clusters Score -1.154924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89987 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -11549245.000000 Penalty: 3720.333740
	Iteration 84Q: 3 clusters Score -1.154924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89995 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -11549242.000000 Penalty: 3720.333740
	Iteration 85Q: 3 clusters Score -1.154924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -11549243.000000 Penalty: 3720.333740
	Iteration 86Q: 3 clusters Score -1.154924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90006 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -11549248.000000 Penalty: 3720.333740
	Iteration 87Q: 3 clusters Score -1.154925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -11549255.000000 Penalty: 3720.333740
	Iteration 88Q: 3 clusters Score -1.154926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90015 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -11549249.000000 Penalty: 3720.333740
	Iteration 89Q: 3 clusters Score -1.154925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90018 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -11549266.000000 Penalty: 3720.333740
	Iteration 90Q: 3 clusters Score -1.154927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90020 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -11549265.000000 Penalty: 3720.333740
	Iteration 91Q: 3 clusters Score -1.154926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90022 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -11549259.000000 Penalty: 3720.333740
	Iteration 92Q: 3 clusters Score -1.154926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90023 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -11549256.000000 Penalty: 3720.333740
	Iteration 93Q: 3 clusters Score -1.154926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90025 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -11549264.000000 Penalty: 3720.333740
	Iteration 94Q: 3 clusters Score -1.154926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90028 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -11549264.000000 Penalty: 3720.333740
	Iteration 95Q: 3 clusters Score -1.154926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90033 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -11549261.000000 Penalty: 3720.333740
	Iteration 96Q: 3 clusters Score -1.154926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90040 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -11549267.000000 Penalty: 3720.333740
	Iteration 97Q: 3 clusters Score -1.154927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90046 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -11549254.000000 Penalty: 3720.333740
	Iteration 98Q: 3 clusters Score -1.154925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90048 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -11549256.000000 Penalty: 3720.333740
	Iteration 99Q: 3 clusters Score -1.154926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90053 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -11549250.000000 Penalty: 3720.333740
	Iteration 100F: 3 clusters Score -1.154925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90055 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -11549252.000000 Penalty: 3720.333740
	Iteration 101Q: 3 clusters Score -1.154925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90056 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -11549245.000000 Penalty: 3720.333740
	Iteration 102Q: 3 clusters Score -1.154924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90056 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -11549245.000000 Penalty: 3720.333740
	Iteration 103F: 3 clusters Score -1.154924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 24320 members 
Mstep: Class 3 contains 3581 members 
Mstep: Class 4 contains 45109 members 
Mstep: Class 5 contains 43879 members 
Mstep: Class 6 contains 71770 members 
Mstep: Class 9 contains 70426 members 
Mstep: Class 10 contains 61432 members 
Mstep: Class 11 contains 75470 members 
Mstep: Class 12 contains 2270 members 
Mstep: Class 13 contains 12662 members 
Mstep: Class 14 contains 39334 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 17 contains 68479 members 
Mstep: Class 19 contains 90056 members 
Mstep: Class 20 contains 1305 members 
Entering Unmasked Estep 
Score: -75536888.000000 Penalty: 34682.753906
Splitting cluster 19 changes total score from -75533192.000000 to -75536888.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 20 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -160787.859375 Penalty: 1165.768188
	Iteration 0F: 2 clusters Score -160787.9 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 645 members 
Entering Unmasked Estep 
Score: -159139.250000 Penalty: 2331.536377
	Iteration 0F: 3 clusters Score -159139.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -159457.937500 Penalty: 2331.536377
	Iteration 1F: 3 clusters Score -159457.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -159551.421875 Penalty: 2331.536377
	Iteration 2F: 3 clusters Score -159551.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -159610.734375 Penalty: 2331.536377
	Iteration 3Q: 3 clusters Score -159610.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -159649.546875 Penalty: 2331.536377
	Iteration 4Q: 3 clusters Score -159649.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -159668.734375 Penalty: 2331.536377
	Iteration 5Q: 3 clusters Score -159668.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -159686.875000 Penalty: 2331.536377
	Iteration 6Q: 3 clusters Score -159686.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -159701.953125 Penalty: 2331.536377
	Iteration 7Q: 3 clusters Score -159702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -159714.046875 Penalty: 2331.536377
	Iteration 8Q: 3 clusters Score -159714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -159716.765625 Penalty: 2331.536377
	Iteration 9Q: 3 clusters Score -159716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -159719.031250 Penalty: 2331.536377
	Iteration 10Q: 3 clusters Score -159719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -159720.093750 Penalty: 2331.536377
	Iteration 11Q: 3 clusters Score -159720.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -159722.437500 Penalty: 2331.536377
	Iteration 12Q: 3 clusters Score -159722.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -159726.312500 Penalty: 2331.536377
	Iteration 13Q: 3 clusters Score -159726.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -159728.125000 Penalty: 2331.536377
	Iteration 14Q: 3 clusters Score -159728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -159729.562500 Penalty: 2331.536377
	Iteration 15Q: 3 clusters Score -159729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -159730.140625 Penalty: 2331.536377
	Iteration 16Q: 3 clusters Score -159730.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -159730.140625 Penalty: 2331.536377
	Iteration 17F: 3 clusters Score -159730.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 4 contains 45109 members 
Mstep: Class 5 contains 43879 members 
Mstep: Class 6 contains 71770 members 
Mstep: Class 9 contains 70426 members 
Mstep: Class 10 contains 61432 members 
Mstep: Class 11 contains 75470 members 
Mstep: Class 12 contains 2270 members 
Mstep: Class 13 contains 12662 members 
Mstep: Class 14 contains 39334 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 17 contains 68479 members 
Mstep: Class 19 contains 90056 members 
Mstep: Class 20 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75538696.000000 Penalty: 34682.753906
Iteration 39Q: 17 clusters Score -7.55387e+07 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 23917 members 
Mstep: Class 3 contains 3729 members 
Mstep: Class 4 contains 44752 members 
Mstep: Class 5 contains 44044 members 
Mstep: Class 6 contains 71321 members 
Mstep: Class 9 contains 70622 members 
Mstep: Class 10 contains 61418 members 
Mstep: Class 11 contains 74974 members 
Mstep: Class 12 contains 2274 members 
Mstep: Class 13 contains 12762 members 
Mstep: Class 14 contains 39474 members 
Mstep: Class 15 contains 4676 members 
Mstep: Class 17 contains 68916 members 
Mstep: Class 19 contains 90877 members 
Mstep: Class 20 contains 1260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75542672.000000 Penalty: 34682.753906
Iteration 40F: 17 clusters Score -7.554267e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 24677 members 
Mstep: Class 3 contains 3802 members 
Mstep: Class 4 contains 44165 members 
Mstep: Class 5 contains 43318 members 
Mstep: Class 6 contains 70967 members 
Mstep: Class 9 contains 71830 members 
Mstep: Class 10 contains 61291 members 
Mstep: Class 11 contains 74789 members 
Mstep: Class 12 contains 2292 members 
Mstep: Class 13 contains 12908 members 
Mstep: Class 14 contains 39538 members 
Mstep: Class 15 contains 4830 members 
Mstep: Class 17 contains 69327 members 
Mstep: Class 19 contains 90337 members 
Mstep: Class 20 contains 1206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75545576.000000 Penalty: 34682.753906
Iteration 41Q: 17 clusters Score -7.554558e+07 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 25111 members 
Mstep: Class 3 contains 3860 members 
Mstep: Class 4 contains 43635 members 
Mstep: Class 5 contains 42991 members 
Mstep: Class 6 contains 70806 members 
Mstep: Class 9 contains 72290 members 
Mstep: Class 10 contains 61285 members 
Mstep: Class 11 contains 74484 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 13 contains 13040 members 
Mstep: Class 14 contains 39675 members 
Mstep: Class 15 contains 4906 members 
Mstep: Class 17 contains 69734 members 
Mstep: Class 19 contains 90184 members 
Mstep: Class 20 contains 1157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75547032.000000 Penalty: 34682.753906
Iteration 42Q: 17 clusters Score -7.554703e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 25366 members 
Mstep: Class 3 contains 3914 members 
Mstep: Class 4 contains 43097 members 
Mstep: Class 5 contains 42877 members 
Mstep: Class 6 contains 70713 members 
Mstep: Class 9 contains 72365 members 
Mstep: Class 10 contains 61301 members 
Mstep: Class 11 contains 74223 members 
Mstep: Class 12 contains 2402 members 
Mstep: Class 13 contains 13110 members 
Mstep: Class 14 contains 39846 members 
Mstep: Class 15 contains 4994 members 
Mstep: Class 17 contains 70162 members 
Mstep: Class 19 contains 90207 members 
Mstep: Class 20 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75549232.000000 Penalty: 34682.753906
Iteration 43Q: 17 clusters Score -7.554923e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 25546 members 
Mstep: Class 3 contains 3945 members 
Mstep: Class 4 contains 42563 members 
Mstep: Class 5 contains 42905 members 
Mstep: Class 6 contains 70613 members 
Mstep: Class 9 contains 72296 members 
Mstep: Class 10 contains 61221 members 
Mstep: Class 11 contains 74049 members 
Mstep: Class 12 contains 2474 members 
Mstep: Class 13 contains 13255 members 
Mstep: Class 14 contains 40108 members 
Mstep: Class 15 contains 5063 members 
Mstep: Class 17 contains 70539 members 
Mstep: Class 19 contains 90223 members 
Mstep: Class 20 contains 1098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75550536.000000 Penalty: 34682.753906
Iteration 44Q: 17 clusters Score -7.555054e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 25680 members 
Mstep: Class 3 contains 3965 members 
Mstep: Class 4 contains 42069 members 
Mstep: Class 5 contains 43035 members 
Mstep: Class 6 contains 70551 members 
Mstep: Class 9 contains 72182 members 
Mstep: Class 10 contains 61073 members 
Mstep: Class 11 contains 73786 members 
Mstep: Class 12 contains 2534 members 
Mstep: Class 13 contains 13358 members 
Mstep: Class 14 contains 40462 members 
Mstep: Class 15 contains 5093 members 
Mstep: Class 17 contains 70937 members 
Mstep: Class 19 contains 90262 members 
Mstep: Class 20 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75551440.000000 Penalty: 34682.753906
Iteration 45Q: 17 clusters Score -7.555144e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 25804 members 
Mstep: Class 3 contains 3980 members 
Mstep: Class 4 contains 41672 members 
Mstep: Class 5 contains 43225 members 
Mstep: Class 6 contains 70476 members 
Mstep: Class 9 contains 72069 members 
Mstep: Class 10 contains 60858 members 
Mstep: Class 11 contains 73441 members 
Mstep: Class 12 contains 2607 members 
Mstep: Class 13 contains 13467 members 
Mstep: Class 14 contains 40886 members 
Mstep: Class 15 contains 5092 members 
Mstep: Class 17 contains 71302 members 
Mstep: Class 19 contains 90265 members 
Mstep: Class 20 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75552520.000000 Penalty: 34682.753906
Iteration 46Q: 17 clusters Score -7.555252e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 25894 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 41410 members 
Mstep: Class 5 contains 43418 members 
Mstep: Class 6 contains 70420 members 
Mstep: Class 9 contains 71914 members 
Mstep: Class 10 contains 60527 members 
Mstep: Class 11 contains 73125 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 13595 members 
Mstep: Class 14 contains 41426 members 
Mstep: Class 15 contains 5089 members 
Mstep: Class 17 contains 71588 members 
Mstep: Class 19 contains 90216 members 
Mstep: Class 20 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75553608.000000 Penalty: 34682.753906
Iteration 47Q: 17 clusters Score -7.555361e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 25987 members 
Mstep: Class 3 contains 3965 members 
Mstep: Class 4 contains 41153 members 
Mstep: Class 5 contains 43615 members 
Mstep: Class 6 contains 70429 members 
Mstep: Class 9 contains 71778 members 
Mstep: Class 10 contains 60133 members 
Mstep: Class 11 contains 72717 members 
Mstep: Class 12 contains 2749 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 5087 members 
Mstep: Class 17 contains 71839 members 
Mstep: Class 19 contains 90161 members 
Mstep: Class 20 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75554424.000000 Penalty: 34682.753906
Iteration 48Q: 17 clusters Score -7.555442e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 26055 members 
Mstep: Class 3 contains 3961 members 
Mstep: Class 4 contains 40969 members 
Mstep: Class 5 contains 43760 members 
Mstep: Class 6 contains 70471 members 
Mstep: Class 9 contains 71639 members 
Mstep: Class 10 contains 59663 members 
Mstep: Class 11 contains 72361 members 
Mstep: Class 12 contains 2807 members 
Mstep: Class 13 contains 13818 members 
Mstep: Class 14 contains 42806 members 
Mstep: Class 15 contains 5079 members 
Mstep: Class 17 contains 72087 members 
Mstep: Class 19 contains 90084 members 
Mstep: Class 20 contains 1070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75555104.000000 Penalty: 34682.753906
Iteration 49Q: 17 clusters Score -7.55551e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 26107 members 
Mstep: Class 3 contains 3951 members 
Mstep: Class 4 contains 40885 members 
Mstep: Class 5 contains 43871 members 
Mstep: Class 6 contains 70560 members 
Mstep: Class 9 contains 71518 members 
Mstep: Class 10 contains 59138 members 
Mstep: Class 11 contains 71970 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 13841 members 
Mstep: Class 14 contains 43657 members 
Mstep: Class 15 contains 5080 members 
Mstep: Class 17 contains 72297 members 
Mstep: Class 19 contains 89957 members 
Mstep: Class 20 contains 1066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75555720.000000 Penalty: 34682.753906
Iteration 50Q: 17 clusters Score -7.555572e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 26188 members 
Mstep: Class 3 contains 3935 members 
Mstep: Class 4 contains 40872 members 
Mstep: Class 5 contains 43987 members 
Mstep: Class 6 contains 70632 members 
Mstep: Class 9 contains 71396 members 
Mstep: Class 10 contains 58492 members 
Mstep: Class 11 contains 71552 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 44628 members 
Mstep: Class 15 contains 5082 members 
Mstep: Class 17 contains 72504 members 
Mstep: Class 19 contains 89791 members 
Mstep: Class 20 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75556360.000000 Penalty: 34682.753906
Iteration 51Q: 17 clusters Score -7.555636e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 26249 members 
Mstep: Class 3 contains 3939 members 
Mstep: Class 4 contains 40879 members 
Mstep: Class 5 contains 44127 members 
Mstep: Class 6 contains 70711 members 
Mstep: Class 9 contains 71310 members 
Mstep: Class 10 contains 57647 members 
Mstep: Class 11 contains 71117 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 13855 members 
Mstep: Class 14 contains 45717 members 
Mstep: Class 15 contains 5099 members 
Mstep: Class 17 contains 72691 members 
Mstep: Class 19 contains 89621 members 
Mstep: Class 20 contains 1063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75556832.000000 Penalty: 34682.753906
Iteration 52Q: 17 clusters Score -7.555683e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 26343 members 
Mstep: Class 3 contains 3939 members 
Mstep: Class 4 contains 40860 members 
Mstep: Class 5 contains 44273 members 
Mstep: Class 6 contains 70795 members 
Mstep: Class 9 contains 71216 members 
Mstep: Class 10 contains 56748 members 
Mstep: Class 11 contains 70775 members 
Mstep: Class 12 contains 3100 members 
Mstep: Class 13 contains 13838 members 
Mstep: Class 14 contains 46945 members 
Mstep: Class 15 contains 5097 members 
Mstep: Class 17 contains 72857 members 
Mstep: Class 19 contains 89334 members 
Mstep: Class 20 contains 1064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75557440.000000 Penalty: 34682.753906
Iteration 53Q: 17 clusters Score -7.555744e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 26466 members 
Mstep: Class 3 contains 3927 members 
Mstep: Class 4 contains 40850 members 
Mstep: Class 5 contains 44430 members 
Mstep: Class 6 contains 70904 members 
Mstep: Class 9 contains 71150 members 
Mstep: Class 10 contains 55750 members 
Mstep: Class 11 contains 70429 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 13819 members 
Mstep: Class 14 contains 48200 members 
Mstep: Class 15 contains 5077 members 
Mstep: Class 17 contains 73016 members 
Mstep: Class 19 contains 89027 members 
Mstep: Class 20 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75558224.000000 Penalty: 34682.753906
Iteration 54Q: 17 clusters Score -7.555822e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 26572 members 
Mstep: Class 3 contains 3925 members 
Mstep: Class 4 contains 40881 members 
Mstep: Class 5 contains 44610 members 
Mstep: Class 6 contains 70985 members 
Mstep: Class 9 contains 71060 members 
Mstep: Class 10 contains 54681 members 
Mstep: Class 11 contains 70045 members 
Mstep: Class 12 contains 3221 members 
Mstep: Class 13 contains 13791 members 
Mstep: Class 14 contains 49600 members 
Mstep: Class 15 contains 5057 members 
Mstep: Class 17 contains 73187 members 
Mstep: Class 19 contains 88682 members 
Mstep: Class 20 contains 1058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75558976.000000 Penalty: 34682.753906
Iteration 55Q: 17 clusters Score -7.555898e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 26680 members 
Mstep: Class 3 contains 3929 members 
Mstep: Class 4 contains 40936 members 
Mstep: Class 5 contains 44805 members 
Mstep: Class 6 contains 71116 members 
Mstep: Class 9 contains 70961 members 
Mstep: Class 10 contains 53540 members 
Mstep: Class 11 contains 69664 members 
Mstep: Class 12 contains 3281 members 
Mstep: Class 13 contains 13715 members 
Mstep: Class 14 contains 51092 members 
Mstep: Class 15 contains 5004 members 
Mstep: Class 17 contains 73331 members 
Mstep: Class 19 contains 88333 members 
Mstep: Class 20 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75559480.000000 Penalty: 34682.753906
Iteration 56Q: 17 clusters Score -7.555948e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 26799 members 
Mstep: Class 3 contains 3931 members 
Mstep: Class 4 contains 40966 members 
Mstep: Class 5 contains 44980 members 
Mstep: Class 6 contains 71268 members 
Mstep: Class 9 contains 70896 members 
Mstep: Class 10 contains 52331 members 
Mstep: Class 11 contains 69332 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 13659 members 
Mstep: Class 14 contains 52671 members 
Mstep: Class 15 contains 4942 members 
Mstep: Class 17 contains 73456 members 
Mstep: Class 19 contains 87927 members 
Mstep: Class 20 contains 1048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75560240.000000 Penalty: 34682.753906
Iteration 57Q: 17 clusters Score -7.556024e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 26888 members 
Mstep: Class 3 contains 3927 members 
Mstep: Class 4 contains 41007 members 
Mstep: Class 5 contains 45168 members 
Mstep: Class 6 contains 71465 members 
Mstep: Class 9 contains 70796 members 
Mstep: Class 10 contains 51114 members 
Mstep: Class 11 contains 69015 members 
Mstep: Class 12 contains 3380 members 
Mstep: Class 13 contains 13610 members 
Mstep: Class 14 contains 54261 members 
Mstep: Class 15 contains 4879 members 
Mstep: Class 17 contains 73551 members 
Mstep: Class 19 contains 87527 members 
Mstep: Class 20 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561320.000000 Penalty: 34682.753906
Iteration 58Q: 17 clusters Score -7.556132e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 26974 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 41052 members 
Mstep: Class 5 contains 45364 members 
Mstep: Class 6 contains 71633 members 
Mstep: Class 9 contains 70706 members 
Mstep: Class 10 contains 49882 members 
Mstep: Class 11 contains 68772 members 
Mstep: Class 12 contains 3429 members 
Mstep: Class 13 contains 13553 members 
Mstep: Class 14 contains 55796 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 17 contains 73627 members 
Mstep: Class 19 contains 87161 members 
Mstep: Class 20 contains 1039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561816.000000 Penalty: 34682.753906
Iteration 59Q: 17 clusters Score -7.556182e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 27029 members 
Mstep: Class 3 contains 3917 members 
Mstep: Class 4 contains 41083 members 
Mstep: Class 5 contains 45546 members 
Mstep: Class 6 contains 71764 members 
Mstep: Class 9 contains 70646 members 
Mstep: Class 10 contains 48722 members 
Mstep: Class 11 contains 68538 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 13538 members 
Mstep: Class 14 contains 57255 members 
Mstep: Class 15 contains 4767 members 
Mstep: Class 17 contains 73680 members 
Mstep: Class 19 contains 86805 members 
Mstep: Class 20 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75562408.000000 Penalty: 34682.753906
Iteration 60F: 17 clusters Score -7.556241e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 27099 members 
Mstep: Class 3 contains 3912 members 
Mstep: Class 4 contains 41075 members 
Mstep: Class 5 contains 45710 members 
Mstep: Class 6 contains 71867 members 
Mstep: Class 9 contains 70598 members 
Mstep: Class 10 contains 47665 members 
Mstep: Class 11 contains 68326 members 
Mstep: Class 12 contains 3517 members 
Mstep: Class 13 contains 13540 members 
Mstep: Class 14 contains 58626 members 
Mstep: Class 15 contains 4701 members 
Mstep: Class 17 contains 73691 members 
Mstep: Class 19 contains 86533 members 
Mstep: Class 20 contains 1029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75563080.000000 Penalty: 34682.753906
Iteration 61Q: 17 clusters Score -7.556308e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 27133 members 
Mstep: Class 3 contains 3908 members 
Mstep: Class 4 contains 41059 members 
Mstep: Class 5 contains 45826 members 
Mstep: Class 6 contains 72056 members 
Mstep: Class 9 contains 70552 members 
Mstep: Class 10 contains 46665 members 
Mstep: Class 11 contains 68172 members 
Mstep: Class 12 contains 3554 members 
Mstep: Class 13 contains 13564 members 
Mstep: Class 14 contains 59853 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 17 contains 73660 members 
Mstep: Class 19 contains 86294 members 
Mstep: Class 20 contains 1026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75563568.000000 Penalty: 34682.753906
Iteration 62Q: 17 clusters Score -7.556357e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 27137 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 41019 members 
Mstep: Class 5 contains 45909 members 
Mstep: Class 6 contains 72250 members 
Mstep: Class 9 contains 70528 members 
Mstep: Class 10 contains 45760 members 
Mstep: Class 11 contains 67995 members 
Mstep: Class 12 contains 3586 members 
Mstep: Class 13 contains 13596 members 
Mstep: Class 14 contains 61056 members 
Mstep: Class 15 contains 4571 members 
Mstep: Class 17 contains 73638 members 
Mstep: Class 19 contains 86035 members 
Mstep: Class 20 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 17 clusters Score -7.556393e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 27143 members 
Mstep: Class 3 contains 3931 members 
Mstep: Class 4 contains 40982 members 
Mstep: Class 5 contains 45967 members 
Mstep: Class 6 contains 72457 members 
Mstep: Class 9 contains 70526 members 
Mstep: Class 10 contains 44917 members 
Mstep: Class 11 contains 67802 members 
Mstep: Class 12 contains 3616 members 
Mstep: Class 13 contains 13633 members 
Mstep: Class 14 contains 62160 members 
Mstep: Class 15 contains 4520 members 
Mstep: Class 17 contains 73633 members 
Mstep: Class 19 contains 85786 members 
Mstep: Class 20 contains 1020 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 17 clusters Score -7.556413e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 27131 members 
Mstep: Class 3 contains 3952 members 
Mstep: Class 4 contains 40943 members 
Mstep: Class 5 contains 46014 members 
Mstep: Class 6 contains 72684 members 
Mstep: Class 9 contains 70521 members 
Mstep: Class 10 contains 44144 members 
Mstep: Class 11 contains 67635 members 
Mstep: Class 12 contains 3637 members 
Mstep: Class 13 contains 13714 members 
Mstep: Class 14 contains 63110 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 17 contains 73632 members 
Mstep: Class 19 contains 85576 members 
Mstep: Class 20 contains 1017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564232.000000 Penalty: 34682.753906
Iteration 65Q: 17 clusters Score -7.556423e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 27109 members 
Mstep: Class 3 contains 3962 members 
Mstep: Class 4 contains 40882 members 
Mstep: Class 5 contains 46035 members 
Mstep: Class 6 contains 72925 members 
Mstep: Class 9 contains 70547 members 
Mstep: Class 10 contains 43419 members 
Mstep: Class 11 contains 67474 members 
Mstep: Class 12 contains 3656 members 
Mstep: Class 13 contains 13787 members 
Mstep: Class 14 contains 63960 members 
Mstep: Class 15 contains 4413 members 
Mstep: Class 17 contains 73644 members 
Mstep: Class 19 contains 85412 members 
Mstep: Class 20 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 17 clusters Score -7.556437e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 27095 members 
Mstep: Class 3 contains 3970 members 
Mstep: Class 4 contains 40861 members 
Mstep: Class 5 contains 46052 members 
Mstep: Class 6 contains 73141 members 
Mstep: Class 9 contains 70571 members 
Mstep: Class 10 contains 42761 members 
Mstep: Class 11 contains 67277 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 13886 members 
Mstep: Class 14 contains 64633 members 
Mstep: Class 15 contains 4349 members 
Mstep: Class 17 contains 73662 members 
Mstep: Class 19 contains 85376 members 
Mstep: Class 20 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564808.000000 Penalty: 34682.753906
Iteration 67Q: 17 clusters Score -7.556481e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 27057 members 
Mstep: Class 3 contains 3983 members 
Mstep: Class 4 contains 40829 members 
Mstep: Class 5 contains 46068 members 
Mstep: Class 6 contains 73368 members 
Mstep: Class 9 contains 70606 members 
Mstep: Class 10 contains 42182 members 
Mstep: Class 11 contains 67082 members 
Mstep: Class 12 contains 3689 members 
Mstep: Class 13 contains 14002 members 
Mstep: Class 14 contains 65214 members 
Mstep: Class 15 contains 4292 members 
Mstep: Class 17 contains 73662 members 
Mstep: Class 19 contains 85333 members 
Mstep: Class 20 contains 992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564976.000000 Penalty: 34682.753906
Iteration 68Q: 17 clusters Score -7.556498e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 27016 members 
Mstep: Class 3 contains 3990 members 
Mstep: Class 4 contains 40776 members 
Mstep: Class 5 contains 46066 members 
Mstep: Class 6 contains 73628 members 
Mstep: Class 9 contains 70590 members 
Mstep: Class 10 contains 41634 members 
Mstep: Class 11 contains 66919 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 14135 members 
Mstep: Class 14 contains 65741 members 
Mstep: Class 15 contains 4232 members 
Mstep: Class 17 contains 73665 members 
Mstep: Class 19 contains 85333 members 
Mstep: Class 20 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565000.000000 Penalty: 34682.753906
Iteration 69Q: 17 clusters Score -7.5565e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 26996 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 40696 members 
Mstep: Class 5 contains 46040 members 
Mstep: Class 6 contains 73903 members 
Mstep: Class 9 contains 70570 members 
Mstep: Class 10 contains 41194 members 
Mstep: Class 11 contains 66753 members 
Mstep: Class 12 contains 3720 members 
Mstep: Class 13 contains 14283 members 
Mstep: Class 14 contains 66169 members 
Mstep: Class 15 contains 4176 members 
Mstep: Class 17 contains 73681 members 
Mstep: Class 19 contains 85331 members 
Mstep: Class 20 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565224.000000 Penalty: 34682.753906
Iteration 70Q: 17 clusters Score -7.556522e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 26975 members 
Mstep: Class 3 contains 3980 members 
Mstep: Class 4 contains 40631 members 
Mstep: Class 5 contains 45994 members 
Mstep: Class 6 contains 74194 members 
Mstep: Class 9 contains 70579 members 
Mstep: Class 10 contains 40773 members 
Mstep: Class 11 contains 66603 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 14417 members 
Mstep: Class 14 contains 66523 members 
Mstep: Class 15 contains 4132 members 
Mstep: Class 17 contains 73694 members 
Mstep: Class 19 contains 85329 members 
Mstep: Class 20 contains 981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565144.000000 Penalty: 34682.753906
Iteration 71Q: 17 clusters Score -7.556514e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 26954 members 
Mstep: Class 3 contains 3977 members 
Mstep: Class 4 contains 40577 members 
Mstep: Class 5 contains 45923 members 
Mstep: Class 6 contains 74499 members 
Mstep: Class 9 contains 70584 members 
Mstep: Class 10 contains 40416 members 
Mstep: Class 11 contains 66462 members 
Mstep: Class 12 contains 3737 members 
Mstep: Class 13 contains 14597 members 
Mstep: Class 14 contains 66766 members 
Mstep: Class 15 contains 4090 members 
Mstep: Class 17 contains 73728 members 
Mstep: Class 19 contains 85294 members 
Mstep: Class 20 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565376.000000 Penalty: 34682.753906
Iteration 72Q: 17 clusters Score -7.556538e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 26931 members 
Mstep: Class 3 contains 3967 members 
Mstep: Class 4 contains 40538 members 
Mstep: Class 5 contains 45865 members 
Mstep: Class 6 contains 74727 members 
Mstep: Class 9 contains 70583 members 
Mstep: Class 10 contains 40085 members 
Mstep: Class 11 contains 66348 members 
Mstep: Class 12 contains 3749 members 
Mstep: Class 13 contains 14780 members 
Mstep: Class 14 contains 66977 members 
Mstep: Class 15 contains 4063 members 
Mstep: Class 17 contains 73747 members 
Mstep: Class 19 contains 85297 members 
Mstep: Class 20 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565584.000000 Penalty: 34682.753906
Iteration 73Q: 17 clusters Score -7.556558e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 26897 members 
Mstep: Class 3 contains 3969 members 
Mstep: Class 4 contains 40464 members 
Mstep: Class 5 contains 45827 members 
Mstep: Class 6 contains 74941 members 
Mstep: Class 9 contains 70568 members 
Mstep: Class 10 contains 39794 members 
Mstep: Class 11 contains 66244 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 14999 members 
Mstep: Class 14 contains 67131 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 17 contains 73757 members 
Mstep: Class 19 contains 85312 members 
Mstep: Class 20 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565960.000000 Penalty: 34682.753906
Iteration 74Q: 17 clusters Score -7.556596e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 26866 members 
Mstep: Class 3 contains 3969 members 
Mstep: Class 4 contains 40381 members 
Mstep: Class 5 contains 45778 members 
Mstep: Class 6 contains 75161 members 
Mstep: Class 9 contains 70551 members 
Mstep: Class 10 contains 39515 members 
Mstep: Class 11 contains 66140 members 
Mstep: Class 12 contains 3765 members 
Mstep: Class 13 contains 15274 members 
Mstep: Class 14 contains 67286 members 
Mstep: Class 15 contains 3985 members 
Mstep: Class 17 contains 73762 members 
Mstep: Class 19 contains 85304 members 
Mstep: Class 20 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566200.000000 Penalty: 34682.753906
Iteration 75Q: 17 clusters Score -7.55662e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 26841 members 
Mstep: Class 3 contains 3959 members 
Mstep: Class 4 contains 40316 members 
Mstep: Class 5 contains 45736 members 
Mstep: Class 6 contains 75378 members 
Mstep: Class 9 contains 70559 members 
Mstep: Class 10 contains 39281 members 
Mstep: Class 11 contains 66063 members 
Mstep: Class 12 contains 3770 members 
Mstep: Class 13 contains 15569 members 
Mstep: Class 14 contains 67388 members 
Mstep: Class 15 contains 3931 members 
Mstep: Class 17 contains 73731 members 
Mstep: Class 19 contains 85252 members 
Mstep: Class 20 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566200.000000 Penalty: 34682.753906
Iteration 76Q: 17 clusters Score -7.55662e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 26806 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 40256 members 
Mstep: Class 5 contains 45695 members 
Mstep: Class 6 contains 75598 members 
Mstep: Class 9 contains 70536 members 
Mstep: Class 10 contains 39102 members 
Mstep: Class 11 contains 65965 members 
Mstep: Class 12 contains 3775 members 
Mstep: Class 13 contains 15876 members 
Mstep: Class 14 contains 67406 members 
Mstep: Class 15 contains 3903 members 
Mstep: Class 17 contains 73722 members 
Mstep: Class 19 contains 85231 members 
Mstep: Class 20 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566192.000000 Penalty: 34682.753906
Iteration 77Q: 17 clusters Score -7.556619e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 26783 members 
Mstep: Class 3 contains 3955 members 
Mstep: Class 4 contains 40213 members 
Mstep: Class 5 contains 45657 members 
Mstep: Class 6 contains 75832 members 
Mstep: Class 9 contains 70550 members 
Mstep: Class 10 contains 38952 members 
Mstep: Class 11 contains 65882 members 
Mstep: Class 12 contains 3777 members 
Mstep: Class 13 contains 16167 members 
Mstep: Class 14 contains 67386 members 
Mstep: Class 15 contains 3874 members 
Mstep: Class 17 contains 73690 members 
Mstep: Class 19 contains 85157 members 
Mstep: Class 20 contains 970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566368.000000 Penalty: 34682.753906
Iteration 78Q: 17 clusters Score -7.556637e+07 nChanged 1958
Entering ConstructFrom: 
Score: -75566368.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (2377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Entering Unmasked Estep 
Score: -299752.843750 Penalty: 1263.209106
	Iteration 0F: 2 clusters Score -299752.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -297414.875000 Penalty: 2526.418213
	Iteration 0F: 3 clusters Score -297414.9 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -297930.156250 Penalty: 2526.418213
	Iteration 1F: 3 clusters Score -297930.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -298041.343750 Penalty: 2526.418213
	Iteration 2F: 3 clusters Score -298041.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -298106.187500 Penalty: 2526.418213
	Iteration 3Q: 3 clusters Score -298106.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -298145.625000 Penalty: 2526.418213
	Iteration 4Q: 3 clusters Score -298145.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -298164.750000 Penalty: 2526.418213
	Iteration 5Q: 3 clusters Score -298164.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -298179.187500 Penalty: 2526.418213
	Iteration 6Q: 3 clusters Score -298179.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -298198.750000 Penalty: 2526.418213
	Iteration 7Q: 3 clusters Score -298198.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -298212.906250 Penalty: 2526.418213
	Iteration 8Q: 3 clusters Score -298212.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -298228.093750 Penalty: 2526.418213
	Iteration 9Q: 3 clusters Score -298228.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -298239.468750 Penalty: 2526.418213
	Iteration 10Q: 3 clusters Score -298239.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -298247.531250 Penalty: 2526.418213
	Iteration 11Q: 3 clusters Score -298247.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -298252.531250 Penalty: 2526.418213
	Iteration 12Q: 3 clusters Score -298252.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -298257.593750 Penalty: 2526.418213
	Iteration 13Q: 3 clusters Score -298257.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -298267.187500 Penalty: 2526.418213
	Iteration 14Q: 3 clusters Score -298267.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -298275.281250 Penalty: 2526.418213
	Iteration 15Q: 3 clusters Score -298275.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -298283.875000 Penalty: 2526.418213
	Iteration 16Q: 3 clusters Score -298283.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -298289.968750 Penalty: 2526.418213
	Iteration 17Q: 3 clusters Score -298290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -298293.750000 Penalty: 2526.418213
	Iteration 18Q: 3 clusters Score -298293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -298295.000000 Penalty: 2526.418213
	Iteration 19Q: 3 clusters Score -298295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -298296.218750 Penalty: 2526.418213
	Iteration 20F: 3 clusters Score -298296.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -298299.187500 Penalty: 2526.418213
	Iteration 21Q: 3 clusters Score -298299.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -298299.468750 Penalty: 2526.418213
	Iteration 22Q: 3 clusters Score -298299.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -298300.031250 Penalty: 2526.418213
	Iteration 23Q: 3 clusters Score -298300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -298303.906250 Penalty: 2526.418213
	Iteration 24Q: 3 clusters Score -298303.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -298307.750000 Penalty: 2526.418213
	Iteration 25Q: 3 clusters Score -298307.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -298311.968750 Penalty: 2526.418213
	Iteration 26Q: 3 clusters Score -298312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -298318.750000 Penalty: 2526.418213
	Iteration 27Q: 3 clusters Score -298318.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -298324.781250 Penalty: 2526.418213
	Iteration 28Q: 3 clusters Score -298324.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -298333.218750 Penalty: 2526.418213
	Iteration 29Q: 3 clusters Score -298333.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -298342.812500 Penalty: 2526.418213
	Iteration 30Q: 3 clusters Score -298342.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -298349.093750 Penalty: 2526.418213
	Iteration 31Q: 3 clusters Score -298349.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -298357.812500 Penalty: 2526.418213
	Iteration 32Q: 3 clusters Score -298357.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -298362.625000 Penalty: 2526.418213
	Iteration 33Q: 3 clusters Score -298362.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -298369.718750 Penalty: 2526.418213
	Iteration 34Q: 3 clusters Score -298369.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -298376.125000 Penalty: 2526.418213
	Iteration 35Q: 3 clusters Score -298376.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -298380.312500 Penalty: 2526.418213
	Iteration 36Q: 3 clusters Score -298380.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -298384.500000 Penalty: 2526.418213
	Iteration 37Q: 3 clusters Score -298384.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -298389.750000 Penalty: 2526.418213
	Iteration 38Q: 3 clusters Score -298389.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -298393.250000 Penalty: 2526.418213
	Iteration 39Q: 3 clusters Score -298393.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -298397.125000 Penalty: 2526.418213
	Iteration 40F: 3 clusters Score -298397.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -298401.906250 Penalty: 2526.418213
	Iteration 41Q: 3 clusters Score -298401.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -298405.968750 Penalty: 2526.418213
	Iteration 42Q: 3 clusters Score -298406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -298409.750000 Penalty: 2526.418213
	Iteration 43Q: 3 clusters Score -298409.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -298413.343750 Penalty: 2526.418213
	Iteration 44Q: 3 clusters Score -298413.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -298416.750000 Penalty: 2526.418213
	Iteration 45Q: 3 clusters Score -298416.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -298420.875000 Penalty: 2526.418213
	Iteration 46Q: 3 clusters Score -298420.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -298424.625000 Penalty: 2526.418213
	Iteration 47Q: 3 clusters Score -298424.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -298430.375000 Penalty: 2526.418213
	Iteration 48Q: 3 clusters Score -298430.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -298433.406250 Penalty: 2526.418213
	Iteration 49Q: 3 clusters Score -298433.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -298436.281250 Penalty: 2526.418213
	Iteration 50Q: 3 clusters Score -298436.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -298437.406250 Penalty: 2526.418213
	Iteration 51Q: 3 clusters Score -298437.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -298437.812500 Penalty: 2526.418213
	Iteration 52Q: 3 clusters Score -298437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -298437.781250 Penalty: 2526.418213
	Iteration 53Q: 3 clusters Score -298437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -298438.312500 Penalty: 2526.418213
	Iteration 54Q: 3 clusters Score -298438.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -298441.281250 Penalty: 2526.418213
	Iteration 55Q: 3 clusters Score -298441.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -298445.156250 Penalty: 2526.418213
	Iteration 56Q: 3 clusters Score -298445.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -298447.187500 Penalty: 2526.418213
	Iteration 57Q: 3 clusters Score -298447.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -298450.093750 Penalty: 2526.418213
	Iteration 58Q: 3 clusters Score -298450.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -298452.843750 Penalty: 2526.418213
	Iteration 59Q: 3 clusters Score -298452.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -298454.687500 Penalty: 2526.418213
	Iteration 60F: 3 clusters Score -298454.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -298457.312500 Penalty: 2526.418213
	Iteration 61Q: 3 clusters Score -298457.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -298459.656250 Penalty: 2526.418213
	Iteration 62Q: 3 clusters Score -298459.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -298459.750000 Penalty: 2526.418213
	Iteration 63Q: 3 clusters Score -298459.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -298461.750000 Penalty: 2526.418213
	Iteration 64Q: 3 clusters Score -298461.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -298462.406250 Penalty: 2526.418213
	Iteration 65Q: 3 clusters Score -298462.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -298462.437500 Penalty: 2526.418213
	Iteration 66Q: 3 clusters Score -298462.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -298462.562500 Penalty: 2526.418213
	Iteration 67Q: 3 clusters Score -298462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -298463.312500 Penalty: 2526.418213
	Iteration 68Q: 3 clusters Score -298463.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -298463.312500 Penalty: 2526.418213
	Iteration 69F: 3 clusters Score -298463.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Entering Unmasked Estep 
Score: -3222672.500000 Penalty: 1656.711792
	Iteration 0F: 2 clusters Score -3222672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3204511.250000 Penalty: 3313.423584
	Iteration 0F: 3 clusters Score -3204511 nChanged 12290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3211565.750000 Penalty: 3313.423584
	Iteration 1F: 3 clusters Score -3211566 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -3212048.000000 Penalty: 3313.423584
	Iteration 2Q: 3 clusters Score -3212048 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3212592.500000 Penalty: 3313.423584
	Iteration 3Q: 3 clusters Score -3212592 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3213278.000000 Penalty: 3313.423584
	Iteration 4Q: 3 clusters Score -3213278 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3214047.000000 Penalty: 3313.423584
	Iteration 5Q: 3 clusters Score -3214047 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3214912.500000 Penalty: 3313.423584
	Iteration 6Q: 3 clusters Score -3214912 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -3215737.750000 Penalty: 3313.423584
	Iteration 7Q: 3 clusters Score -3215738 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -3216464.000000 Penalty: 3313.423584
	Iteration 8Q: 3 clusters Score -3216464 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -3217056.500000 Penalty: 3313.423584
	Iteration 9Q: 3 clusters Score -3217056 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -3217552.250000 Penalty: 3313.423584
	Iteration 10Q: 3 clusters Score -3217552 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -3217917.250000 Penalty: 3313.423584
	Iteration 11Q: 3 clusters Score -3217917 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -3218222.750000 Penalty: 3313.423584
	Iteration 12Q: 3 clusters Score -3218223 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -3218468.250000 Penalty: 3313.423584
	Iteration 13Q: 3 clusters Score -3218468 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -3218730.250000 Penalty: 3313.423584
	Iteration 14Q: 3 clusters Score -3218730 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -3219010.000000 Penalty: 3313.423584
	Iteration 15Q: 3 clusters Score -3219010 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3219285.250000 Penalty: 3313.423584
	Iteration 16Q: 3 clusters Score -3219285 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3219594.250000 Penalty: 3313.423584
	Iteration 17Q: 3 clusters Score -3219594 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3219877.000000 Penalty: 3313.423584
	Iteration 18Q: 3 clusters Score -3219877 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -3220173.500000 Penalty: 3313.423584
	Iteration 19Q: 3 clusters Score -3220174 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -3220396.000000 Penalty: 3313.423584
	Iteration 20F: 3 clusters Score -3220396 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3220609.750000 Penalty: 3313.423584
	Iteration 21Q: 3 clusters Score -3220610 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -3220789.250000 Penalty: 3313.423584
	Iteration 22Q: 3 clusters Score -3220789 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3220921.750000 Penalty: 3313.423584
	Iteration 23Q: 3 clusters Score -3220922 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3221044.750000 Penalty: 3313.423584
	Iteration 24Q: 3 clusters Score -3221045 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3221166.750000 Penalty: 3313.423584
	Iteration 25Q: 3 clusters Score -3221167 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -3221237.000000 Penalty: 3313.423584
	Iteration 26Q: 3 clusters Score -3221237 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -3221269.250000 Penalty: 3313.423584
	Iteration 27Q: 3 clusters Score -3221269 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3221294.750000 Penalty: 3313.423584
	Iteration 28Q: 3 clusters Score -3221295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -3221306.000000 Penalty: 3313.423584
	Iteration 29Q: 3 clusters Score -3221306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -3221315.000000 Penalty: 3313.423584
	Iteration 30Q: 3 clusters Score -3221315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -3221321.500000 Penalty: 3313.423584
	Iteration 31Q: 3 clusters Score -3221322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -3221337.500000 Penalty: 3313.423584
	Iteration 32Q: 3 clusters Score -3221338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3221345.500000 Penalty: 3313.423584
	Iteration 33Q: 3 clusters Score -3221346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -3221353.500000 Penalty: 3313.423584
	Iteration 34Q: 3 clusters Score -3221354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3221354.000000 Penalty: 3313.423584
	Iteration 35Q: 3 clusters Score -3221354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -3221354.750000 Penalty: 3313.423584
	Iteration 36Q: 3 clusters Score -3221355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -3221355.500000 Penalty: 3313.423584
	Iteration 37Q: 3 clusters Score -3221356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3221360.750000 Penalty: 3313.423584
	Iteration 38Q: 3 clusters Score -3221361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3221362.000000 Penalty: 3313.423584
	Iteration 39Q: 3 clusters Score -3221362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3221366.500000 Penalty: 3313.423584
	Iteration 40F: 3 clusters Score -3221366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -3221370.500000 Penalty: 3313.423584
	Iteration 41Q: 3 clusters Score -3221370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3221367.500000 Penalty: 3313.423584
	Iteration 42Q: 3 clusters Score -3221368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3221367.750000 Penalty: 3313.423584
	Iteration 43Q: 3 clusters Score -3221368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -3221370.250000 Penalty: 3313.423584
	Iteration 44Q: 3 clusters Score -3221370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -3221371.000000 Penalty: 3313.423584
	Iteration 45Q: 3 clusters Score -3221371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -3221373.750000 Penalty: 3313.423584
	Iteration 46Q: 3 clusters Score -3221374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -3221378.000000 Penalty: 3313.423584
	Iteration 47Q: 3 clusters Score -3221378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -3221379.250000 Penalty: 3313.423584
	Iteration 48Q: 3 clusters Score -3221379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -3221380.000000 Penalty: 3313.423584
	Iteration 49Q: 3 clusters Score -3221380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -3221379.250000 Penalty: 3313.423584
	Iteration 50Q: 3 clusters Score -3221379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -3221379.250000 Penalty: 3313.423584
	Iteration 51F: 3 clusters Score -3221379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Entering Unmasked Estep 
Score: -487398.781250 Penalty: 1345.533081
	Iteration 0F: 2 clusters Score -487398.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -484066.093750 Penalty: 2691.066162
	Iteration 0F: 3 clusters Score -484066.1 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -484933.031250 Penalty: 2691.066162
	Iteration 1F: 3 clusters Score -484933 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -485069.250000 Penalty: 2691.066162
	Iteration 2F: 3 clusters Score -485069.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -485154.843750 Penalty: 2691.066162
	Iteration 3Q: 3 clusters Score -485154.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -485196.593750 Penalty: 2691.066162
	Iteration 4Q: 3 clusters Score -485196.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -485227.000000 Penalty: 2691.066162
	Iteration 5Q: 3 clusters Score -485227 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -485249.625000 Penalty: 2691.066162
	Iteration 6Q: 3 clusters Score -485249.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -485265.156250 Penalty: 2691.066162
	Iteration 7Q: 3 clusters Score -485265.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -485275.875000 Penalty: 2691.066162
	Iteration 8Q: 3 clusters Score -485275.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -485285.531250 Penalty: 2691.066162
	Iteration 9Q: 3 clusters Score -485285.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -485291.531250 Penalty: 2691.066162
	Iteration 10Q: 3 clusters Score -485291.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -485297.500000 Penalty: 2691.066162
	Iteration 11Q: 3 clusters Score -485297.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -485305.781250 Penalty: 2691.066162
	Iteration 12Q: 3 clusters Score -485305.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -485314.375000 Penalty: 2691.066162
	Iteration 13Q: 3 clusters Score -485314.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -485321.281250 Penalty: 2691.066162
	Iteration 14Q: 3 clusters Score -485321.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -485327.062500 Penalty: 2691.066162
	Iteration 15Q: 3 clusters Score -485327.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -485331.875000 Penalty: 2691.066162
	Iteration 16Q: 3 clusters Score -485331.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -485335.312500 Penalty: 2691.066162
	Iteration 17Q: 3 clusters Score -485335.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -485336.187500 Penalty: 2691.066162
	Iteration 18Q: 3 clusters Score -485336.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -485339.531250 Penalty: 2691.066162
	Iteration 19Q: 3 clusters Score -485339.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -485342.750000 Penalty: 2691.066162
	Iteration 20F: 3 clusters Score -485342.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -485347.062500 Penalty: 2691.066162
	Iteration 21Q: 3 clusters Score -485347.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -485348.687500 Penalty: 2691.066162
	Iteration 22Q: 3 clusters Score -485348.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -485351.562500 Penalty: 2691.066162
	Iteration 23Q: 3 clusters Score -485351.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -485354.156250 Penalty: 2691.066162
	Iteration 24Q: 3 clusters Score -485354.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -485354.656250 Penalty: 2691.066162
	Iteration 25Q: 3 clusters Score -485354.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -485356.406250 Penalty: 2691.066162
	Iteration 26Q: 3 clusters Score -485356.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -485357.406250 Penalty: 2691.066162
	Iteration 27Q: 3 clusters Score -485357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -485358.687500 Penalty: 2691.066162
	Iteration 28Q: 3 clusters Score -485358.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -485360.218750 Penalty: 2691.066162
	Iteration 29Q: 3 clusters Score -485360.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -485362.937500 Penalty: 2691.066162
	Iteration 30Q: 3 clusters Score -485362.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -485364.968750 Penalty: 2691.066162
	Iteration 31Q: 3 clusters Score -485365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -485369.187500 Penalty: 2691.066162
	Iteration 32Q: 3 clusters Score -485369.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -485371.718750 Penalty: 2691.066162
	Iteration 33Q: 3 clusters Score -485371.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -485373.500000 Penalty: 2691.066162
	Iteration 34Q: 3 clusters Score -485373.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -485373.500000 Penalty: 2691.066162
	Iteration 35Q: 3 clusters Score -485373.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -485374.656250 Penalty: 2691.066162
	Iteration 36Q: 3 clusters Score -485374.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -485376.375000 Penalty: 2691.066162
	Iteration 37Q: 3 clusters Score -485376.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -485376.937500 Penalty: 2691.066162
	Iteration 38Q: 3 clusters Score -485376.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -485378.843750 Penalty: 2691.066162
	Iteration 39Q: 3 clusters Score -485378.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -485381.250000 Penalty: 2691.066162
	Iteration 40F: 3 clusters Score -485381.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -485382.812500 Penalty: 2691.066162
	Iteration 41Q: 3 clusters Score -485382.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -485385.093750 Penalty: 2691.066162
	Iteration 42Q: 3 clusters Score -485385.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -485388.250000 Penalty: 2691.066162
	Iteration 43Q: 3 clusters Score -485388.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -485390.843750 Penalty: 2691.066162
	Iteration 44Q: 3 clusters Score -485390.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -485392.187500 Penalty: 2691.066162
	Iteration 45Q: 3 clusters Score -485392.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -485392.656250 Penalty: 2691.066162
	Iteration 46Q: 3 clusters Score -485392.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -485394.156250 Penalty: 2691.066162
	Iteration 47Q: 3 clusters Score -485394.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -485394.625000 Penalty: 2691.066162
	Iteration 48Q: 3 clusters Score -485394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -485394.906250 Penalty: 2691.066162
	Iteration 49Q: 3 clusters Score -485394.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -485395.406250 Penalty: 2691.066162
	Iteration 50Q: 3 clusters Score -485395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -485396.500000 Penalty: 2691.066162
	Iteration 51Q: 3 clusters Score -485396.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -485396.750000 Penalty: 2691.066162
	Iteration 52Q: 3 clusters Score -485396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -485397.781250 Penalty: 2691.066162
	Iteration 53Q: 3 clusters Score -485397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -485397.468750 Penalty: 2691.066162
	Iteration 54Q: 3 clusters Score -485397.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -485397.968750 Penalty: 2691.066162
	Iteration 55Q: 3 clusters Score -485398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -485397.968750 Penalty: 2691.066162
	Iteration 56F: 3 clusters Score -485398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Entering Unmasked Estep 
Score: -4997027.500000 Penalty: 1722.674683
	Iteration 0F: 2 clusters Score -4997028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4970224.000000 Penalty: 3445.349365
	Iteration 0F: 3 clusters Score -4970224 nChanged 18619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -4980972.500000 Penalty: 3445.349365
	Iteration 1F: 3 clusters Score -4980972 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -4981668.000000 Penalty: 3445.349365
	Iteration 2Q: 3 clusters Score -4981668 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -4982467.500000 Penalty: 3445.349365
	Iteration 3Q: 3 clusters Score -4982468 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -4983429.000000 Penalty: 3445.349365
	Iteration 4F: 3 clusters Score -4983429 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -4984687.000000 Penalty: 3445.349365
	Iteration 5F: 3 clusters Score -4984687 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -4986239.500000 Penalty: 3445.349365
	Iteration 6F: 3 clusters Score -4986240 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -4988076.500000 Penalty: 3445.349365
	Iteration 7F: 3 clusters Score -4988076 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -4989741.000000 Penalty: 3445.349365
	Iteration 8F: 3 clusters Score -4989741 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -4990821.000000 Penalty: 3445.349365
	Iteration 9Q: 3 clusters Score -4990821 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -4991359.000000 Penalty: 3445.349365
	Iteration 10Q: 3 clusters Score -4991359 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -4991679.500000 Penalty: 3445.349365
	Iteration 11Q: 3 clusters Score -4991680 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -4991889.000000 Penalty: 3445.349365
	Iteration 12Q: 3 clusters Score -4991889 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -4992064.000000 Penalty: 3445.349365
	Iteration 13Q: 3 clusters Score -4992064 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -4992219.000000 Penalty: 3445.349365
	Iteration 14Q: 3 clusters Score -4992219 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -4992372.500000 Penalty: 3445.349365
	Iteration 15Q: 3 clusters Score -4992372 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -4992525.500000 Penalty: 3445.349365
	Iteration 16Q: 3 clusters Score -4992526 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -4992660.500000 Penalty: 3445.349365
	Iteration 17Q: 3 clusters Score -4992660 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -4992804.500000 Penalty: 3445.349365
	Iteration 18Q: 3 clusters Score -4992804 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -4992929.000000 Penalty: 3445.349365
	Iteration 19Q: 3 clusters Score -4992929 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -4993079.000000 Penalty: 3445.349365
	Iteration 20F: 3 clusters Score -4993079 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -4993213.500000 Penalty: 3445.349365
	Iteration 21Q: 3 clusters Score -4993214 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -4993349.000000 Penalty: 3445.349365
	Iteration 22Q: 3 clusters Score -4993349 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -4993529.500000 Penalty: 3445.349365
	Iteration 23Q: 3 clusters Score -4993530 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -4993691.000000 Penalty: 3445.349365
	Iteration 24Q: 3 clusters Score -4993691 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -4993845.500000 Penalty: 3445.349365
	Iteration 25Q: 3 clusters Score -4993846 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -4994017.000000 Penalty: 3445.349365
	Iteration 26Q: 3 clusters Score -4994017 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -4994197.000000 Penalty: 3445.349365
	Iteration 27Q: 3 clusters Score -4994197 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -4994369.000000 Penalty: 3445.349365
	Iteration 28Q: 3 clusters Score -4994369 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -4994502.000000 Penalty: 3445.349365
	Iteration 29Q: 3 clusters Score -4994502 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -4994665.500000 Penalty: 3445.349365
	Iteration 30Q: 3 clusters Score -4994666 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -4994794.500000 Penalty: 3445.349365
	Iteration 31Q: 3 clusters Score -4994794 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -4994905.000000 Penalty: 3445.349365
	Iteration 32Q: 3 clusters Score -4994905 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -4994985.500000 Penalty: 3445.349365
	Iteration 33Q: 3 clusters Score -4994986 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -4995067.500000 Penalty: 3445.349365
	Iteration 34Q: 3 clusters Score -4995068 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -4995152.000000 Penalty: 3445.349365
	Iteration 35Q: 3 clusters Score -4995152 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4995226.000000 Penalty: 3445.349365
	Iteration 36Q: 3 clusters Score -4995226 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4995280.000000 Penalty: 3445.349365
	Iteration 37Q: 3 clusters Score -4995280 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4995353.000000 Penalty: 3445.349365
	Iteration 38Q: 3 clusters Score -4995353 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4995434.500000 Penalty: 3445.349365
	Iteration 39Q: 3 clusters Score -4995434 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4995486.500000 Penalty: 3445.349365
	Iteration 40F: 3 clusters Score -4995486 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4995543.000000 Penalty: 3445.349365
	Iteration 41Q: 3 clusters Score -4995543 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4995587.500000 Penalty: 3445.349365
	Iteration 42Q: 3 clusters Score -4995588 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4995632.000000 Penalty: 3445.349365
	Iteration 43Q: 3 clusters Score -4995632 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4995664.500000 Penalty: 3445.349365
	Iteration 44Q: 3 clusters Score -4995664 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4995680.500000 Penalty: 3445.349365
	Iteration 45Q: 3 clusters Score -4995680 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4995704.000000 Penalty: 3445.349365
	Iteration 46Q: 3 clusters Score -4995704 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4995744.000000 Penalty: 3445.349365
	Iteration 47Q: 3 clusters Score -4995744 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4995770.500000 Penalty: 3445.349365
	Iteration 48Q: 3 clusters Score -4995770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4995784.500000 Penalty: 3445.349365
	Iteration 49Q: 3 clusters Score -4995784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4995793.000000 Penalty: 3445.349365
	Iteration 50Q: 3 clusters Score -4995793 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4995812.000000 Penalty: 3445.349365
	Iteration 51Q: 3 clusters Score -4995812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4995831.000000 Penalty: 3445.349365
	Iteration 52Q: 3 clusters Score -4995831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4995838.000000 Penalty: 3445.349365
	Iteration 53Q: 3 clusters Score -4995838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4995843.000000 Penalty: 3445.349365
	Iteration 54Q: 3 clusters Score -4995843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4995859.000000 Penalty: 3445.349365
	Iteration 55Q: 3 clusters Score -4995859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4995857.000000 Penalty: 3445.349365
	Iteration 56Q: 3 clusters Score -4995857 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4995876.000000 Penalty: 3445.349365
	Iteration 57Q: 3 clusters Score -4995876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4995885.500000 Penalty: 3445.349365
	Iteration 58Q: 3 clusters Score -4995886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4995887.500000 Penalty: 3445.349365
	Iteration 59Q: 3 clusters Score -4995888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4995890.000000 Penalty: 3445.349365
	Iteration 60F: 3 clusters Score -4995890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4995899.000000 Penalty: 3445.349365
	Iteration 61Q: 3 clusters Score -4995899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4995901.000000 Penalty: 3445.349365
	Iteration 62Q: 3 clusters Score -4995901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4995904.000000 Penalty: 3445.349365
	Iteration 63Q: 3 clusters Score -4995904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4995904.500000 Penalty: 3445.349365
	Iteration 64Q: 3 clusters Score -4995904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4995911.000000 Penalty: 3445.349365
	Iteration 65Q: 3 clusters Score -4995911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4995915.500000 Penalty: 3445.349365
	Iteration 66Q: 3 clusters Score -4995916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4995908.000000 Penalty: 3445.349365
	Iteration 67Q: 3 clusters Score -4995908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4995915.000000 Penalty: 3445.349365
	Iteration 68Q: 3 clusters Score -4995915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4995914.000000 Penalty: 3445.349365
	Iteration 69Q: 3 clusters Score -4995914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4995914.500000 Penalty: 3445.349365
	Iteration 70Q: 3 clusters Score -4995914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4995914.500000 Penalty: 3445.349365
	Iteration 71F: 3 clusters Score -4995914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Entering Unmasked Estep 
Score: -5667883.500000 Penalty: 1743.291626
	Iteration 0F: 2 clusters Score -5667884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -5637274.000000 Penalty: 3486.583252
	Iteration 0F: 3 clusters Score -5637274 nChanged 21271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -5649407.500000 Penalty: 3486.583252
	Iteration 1F: 3 clusters Score -5649408 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -5649890.500000 Penalty: 3486.583252
	Iteration 2Q: 3 clusters Score -5649890 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -5650464.500000 Penalty: 3486.583252
	Iteration 3Q: 3 clusters Score -5650464 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -5651178.000000 Penalty: 3486.583252
	Iteration 4Q: 3 clusters Score -5651178 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -5652139.000000 Penalty: 3486.583252
	Iteration 5Q: 3 clusters Score -5652139 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -5653605.000000 Penalty: 3486.583252
	Iteration 6F: 3 clusters Score -5653605 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -5655682.000000 Penalty: 3486.583252
	Iteration 7F: 3 clusters Score -5655682 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -5658288.500000 Penalty: 3486.583252
	Iteration 8F: 3 clusters Score -5658288 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -5660649.000000 Penalty: 3486.583252
	Iteration 9F: 3 clusters Score -5660649 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -5662040.000000 Penalty: 3486.583252
	Iteration 10Q: 3 clusters Score -5662040 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -5662735.000000 Penalty: 3486.583252
	Iteration 11Q: 3 clusters Score -5662735 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -5663107.500000 Penalty: 3486.583252
	Iteration 12Q: 3 clusters Score -5663108 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -5663408.000000 Penalty: 3486.583252
	Iteration 13Q: 3 clusters Score -5663408 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -5663664.000000 Penalty: 3486.583252
	Iteration 14Q: 3 clusters Score -5663664 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -5663890.500000 Penalty: 3486.583252
	Iteration 15Q: 3 clusters Score -5663890 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -5664079.500000 Penalty: 3486.583252
	Iteration 16Q: 3 clusters Score -5664080 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -5664246.000000 Penalty: 3486.583252
	Iteration 17Q: 3 clusters Score -5664246 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -5664448.500000 Penalty: 3486.583252
	Iteration 18Q: 3 clusters Score -5664448 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -5664611.000000 Penalty: 3486.583252
	Iteration 19Q: 3 clusters Score -5664611 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -5664787.000000 Penalty: 3486.583252
	Iteration 20F: 3 clusters Score -5664787 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -5664952.000000 Penalty: 3486.583252
	Iteration 21Q: 3 clusters Score -5664952 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -5665086.500000 Penalty: 3486.583252
	Iteration 22Q: 3 clusters Score -5665086 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -5665241.500000 Penalty: 3486.583252
	Iteration 23Q: 3 clusters Score -5665242 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -5665377.000000 Penalty: 3486.583252
	Iteration 24Q: 3 clusters Score -5665377 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -5665499.000000 Penalty: 3486.583252
	Iteration 25Q: 3 clusters Score -5665499 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -5665599.500000 Penalty: 3486.583252
	Iteration 26Q: 3 clusters Score -5665600 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -5665684.000000 Penalty: 3486.583252
	Iteration 27Q: 3 clusters Score -5665684 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -5665778.500000 Penalty: 3486.583252
	Iteration 28Q: 3 clusters Score -5665778 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -5665864.500000 Penalty: 3486.583252
	Iteration 29Q: 3 clusters Score -5665864 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -5665930.500000 Penalty: 3486.583252
	Iteration 30Q: 3 clusters Score -5665930 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -5665985.000000 Penalty: 3486.583252
	Iteration 31Q: 3 clusters Score -5665985 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -5666045.000000 Penalty: 3486.583252
	Iteration 32Q: 3 clusters Score -5666045 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -5666091.500000 Penalty: 3486.583252
	Iteration 33Q: 3 clusters Score -5666092 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -5666122.000000 Penalty: 3486.583252
	Iteration 34Q: 3 clusters Score -5666122 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -5666168.000000 Penalty: 3486.583252
	Iteration 35Q: 3 clusters Score -5666168 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -5666200.000000 Penalty: 3486.583252
	Iteration 36Q: 3 clusters Score -5666200 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -5666233.000000 Penalty: 3486.583252
	Iteration 37Q: 3 clusters Score -5666233 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -5666286.500000 Penalty: 3486.583252
	Iteration 38Q: 3 clusters Score -5666286 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -5666316.000000 Penalty: 3486.583252
	Iteration 39Q: 3 clusters Score -5666316 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -5666329.000000 Penalty: 3486.583252
	Iteration 40F: 3 clusters Score -5666329 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -5666353.500000 Penalty: 3486.583252
	Iteration 41Q: 3 clusters Score -5666354 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -5666374.000000 Penalty: 3486.583252
	Iteration 42Q: 3 clusters Score -5666374 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -5666390.000000 Penalty: 3486.583252
	Iteration 43Q: 3 clusters Score -5666390 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -5666411.000000 Penalty: 3486.583252
	Iteration 44Q: 3 clusters Score -5666411 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -5666432.500000 Penalty: 3486.583252
	Iteration 45Q: 3 clusters Score -5666432 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -5666457.000000 Penalty: 3486.583252
	Iteration 46Q: 3 clusters Score -5666457 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -5666490.500000 Penalty: 3486.583252
	Iteration 47Q: 3 clusters Score -5666490 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -5666516.000000 Penalty: 3486.583252
	Iteration 48Q: 3 clusters Score -5666516 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -5666531.500000 Penalty: 3486.583252
	Iteration 49Q: 3 clusters Score -5666532 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -5666542.500000 Penalty: 3486.583252
	Iteration 50Q: 3 clusters Score -5666542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -5666542.000000 Penalty: 3486.583252
	Iteration 51Q: 3 clusters Score -5666542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -5666549.500000 Penalty: 3486.583252
	Iteration 52Q: 3 clusters Score -5666550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -5666565.000000 Penalty: 3486.583252
	Iteration 53Q: 3 clusters Score -5666565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -5666577.000000 Penalty: 3486.583252
	Iteration 54Q: 3 clusters Score -5666577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -5666593.500000 Penalty: 3486.583252
	Iteration 55Q: 3 clusters Score -5666594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -5666584.000000 Penalty: 3486.583252
	Iteration 56Q: 3 clusters Score -5666584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -5666610.500000 Penalty: 3486.583252
	Iteration 57Q: 3 clusters Score -5666610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -5666606.500000 Penalty: 3486.583252
	Iteration 58Q: 3 clusters Score -5666606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -5666621.000000 Penalty: 3486.583252
	Iteration 59Q: 3 clusters Score -5666621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -5666630.000000 Penalty: 3486.583252
	Iteration 60F: 3 clusters Score -5666630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -5666631.500000 Penalty: 3486.583252
	Iteration 61Q: 3 clusters Score -5666632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -5666628.000000 Penalty: 3486.583252
	Iteration 62Q: 3 clusters Score -5666628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -5666640.500000 Penalty: 3486.583252
	Iteration 63Q: 3 clusters Score -5666640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -5666648.000000 Penalty: 3486.583252
	Iteration 64Q: 3 clusters Score -5666648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -5666647.000000 Penalty: 3486.583252
	Iteration 65Q: 3 clusters Score -5666647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -5666651.500000 Penalty: 3486.583252
	Iteration 66Q: 3 clusters Score -5666652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -5666649.500000 Penalty: 3486.583252
	Iteration 67Q: 3 clusters Score -5666650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -5666648.000000 Penalty: 3486.583252
	Iteration 68Q: 3 clusters Score -5666648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -5666647.000000 Penalty: 3486.583252
	Iteration 69Q: 3 clusters Score -5666647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -5666654.500000 Penalty: 3486.583252
	Iteration 70Q: 3 clusters Score -5666654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -5666655.500000 Penalty: 3486.583252
	Iteration 71Q: 3 clusters Score -5666656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -5666656.000000 Penalty: 3486.583252
	Iteration 72Q: 3 clusters Score -5666656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -5666656.500000 Penalty: 3486.583252
	Iteration 73Q: 3 clusters Score -5666656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -5666661.000000 Penalty: 3486.583252
	Iteration 74Q: 3 clusters Score -5666661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -5666663.000000 Penalty: 3486.583252
	Iteration 75Q: 3 clusters Score -5666663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -5666666.000000 Penalty: 3486.583252
	Iteration 76Q: 3 clusters Score -5666666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -5666662.000000 Penalty: 3486.583252
	Iteration 77Q: 3 clusters Score -5666662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -5666661.500000 Penalty: 3486.583252
	Iteration 78Q: 3 clusters Score -5666662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -5666659.500000 Penalty: 3486.583252
	Iteration 79Q: 3 clusters Score -5666660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -5666662.000000 Penalty: 3486.583252
	Iteration 80F: 3 clusters Score -5666662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -5666664.000000 Penalty: 3486.583252
	Iteration 81Q: 3 clusters Score -5666664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -5666664.000000 Penalty: 3486.583252
	Iteration 82F: 3 clusters Score -5666664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (76063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76063 members 
Entering Unmasked Estep 
Score: -9406428.000000 Penalty: 1826.389038
	Iteration 0F: 2 clusters Score -9406428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -9356959.000000 Penalty: 3652.778076
	Iteration 0F: 3 clusters Score -9356959 nChanged 36086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -9378060.000000 Penalty: 3652.778076
	Iteration 1F: 3 clusters Score -9378060 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -9379087.000000 Penalty: 3652.778076
	Iteration 2Q: 3 clusters Score -9379087 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -9380961.000000 Penalty: 3652.778076
	Iteration 3Q: 3 clusters Score -9380961 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -9384118.000000 Penalty: 3652.778076
	Iteration 4F: 3 clusters Score -9384118 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -9389204.000000 Penalty: 3652.778076
	Iteration 5F: 3 clusters Score -9389204 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -9395347.000000 Penalty: 3652.778076
	Iteration 6F: 3 clusters Score -9395347 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69686 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -9400232.000000 Penalty: 3652.778076
	Iteration 7F: 3 clusters Score -9400232 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72764 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -9403055.000000 Penalty: 3652.778076
	Iteration 8Q: 3 clusters Score -9403055 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74252 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9404290.000000 Penalty: 3652.778076
	Iteration 9Q: 3 clusters Score -9404290 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74888 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9404818.000000 Penalty: 3652.778076
	Iteration 10Q: 3 clusters Score -9404818 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75129 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9405069.000000 Penalty: 3652.778076
	Iteration 11Q: 3 clusters Score -9405069 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75239 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9405177.000000 Penalty: 3652.778076
	Iteration 12Q: 3 clusters Score -9405177 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75292 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9405250.000000 Penalty: 3652.778076
	Iteration 13Q: 3 clusters Score -9405250 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75330 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9405302.000000 Penalty: 3652.778076
	Iteration 14Q: 3 clusters Score -9405302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75351 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9405322.000000 Penalty: 3652.778076
	Iteration 15Q: 3 clusters Score -9405322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9405345.000000 Penalty: 3652.778076
	Iteration 16Q: 3 clusters Score -9405345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -9405347.000000 Penalty: 3652.778076
	Iteration 17Q: 3 clusters Score -9405347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9405342.000000 Penalty: 3652.778076
	Iteration 18Q: 3 clusters Score -9405342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9405347.000000 Penalty: 3652.778076
	Iteration 19Q: 3 clusters Score -9405347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9405353.000000 Penalty: 3652.778076
	Iteration 20F: 3 clusters Score -9405353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9405354.000000 Penalty: 3652.778076
	Iteration 21Q: 3 clusters Score -9405354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75376 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9405365.000000 Penalty: 3652.778076
	Iteration 22Q: 3 clusters Score -9405365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75383 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9405362.000000 Penalty: 3652.778076
	Iteration 23Q: 3 clusters Score -9405362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75388 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9405363.000000 Penalty: 3652.778076
	Iteration 24Q: 3 clusters Score -9405363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75387 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9405363.000000 Penalty: 3652.778076
	Iteration 25Q: 3 clusters Score -9405363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75388 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9405364.000000 Penalty: 3652.778076
	Iteration 26Q: 3 clusters Score -9405364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75388 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9405364.000000 Penalty: 3652.778076
	Iteration 27F: 3 clusters Score -9405364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (70545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70545 members 
Entering Unmasked Estep 
Score: -8789264.000000 Penalty: 1814.151001
	Iteration 0F: 2 clusters Score -8789264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -8743308.000000 Penalty: 3628.302002
	Iteration 0F: 3 clusters Score -8743308 nChanged 33334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -8762391.000000 Penalty: 3628.302002
	Iteration 1F: 3 clusters Score -8762391 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -8763066.000000 Penalty: 3628.302002
	Iteration 2Q: 3 clusters Score -8763066 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -8763969.000000 Penalty: 3628.302002
	Iteration 3Q: 3 clusters Score -8763969 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -8765262.000000 Penalty: 3628.302002
	Iteration 4Q: 3 clusters Score -8765262 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -8767289.000000 Penalty: 3628.302002
	Iteration 5F: 3 clusters Score -8767289 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -8770429.000000 Penalty: 3628.302002
	Iteration 6F: 3 clusters Score -8770429 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -8774387.000000 Penalty: 3628.302002
	Iteration 7F: 3 clusters Score -8774387 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56714 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -8778141.000000 Penalty: 3628.302002
	Iteration 8F: 3 clusters Score -8778141 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -8780927.000000 Penalty: 3628.302002
	Iteration 9Q: 3 clusters Score -8780927 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -8782614.000000 Penalty: 3628.302002
	Iteration 10Q: 3 clusters Score -8782614 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -8783671.000000 Penalty: 3628.302002
	Iteration 11Q: 3 clusters Score -8783671 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65045 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -8784524.000000 Penalty: 3628.302002
	Iteration 12Q: 3 clusters Score -8784524 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -8785270.000000 Penalty: 3628.302002
	Iteration 13Q: 3 clusters Score -8785270 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -8785839.000000 Penalty: 3628.302002
	Iteration 14Q: 3 clusters Score -8785839 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67763 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -8786233.000000 Penalty: 3628.302002
	Iteration 15Q: 3 clusters Score -8786233 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -8786586.000000 Penalty: 3628.302002
	Iteration 16Q: 3 clusters Score -8786586 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8786902.000000 Penalty: 3628.302002
	Iteration 17Q: 3 clusters Score -8786902 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69081 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8787123.000000 Penalty: 3628.302002
	Iteration 18Q: 3 clusters Score -8787123 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8787271.000000 Penalty: 3628.302002
	Iteration 19Q: 3 clusters Score -8787271 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8787363.000000 Penalty: 3628.302002
	Iteration 20F: 3 clusters Score -8787363 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8787440.000000 Penalty: 3628.302002
	Iteration 21Q: 3 clusters Score -8787440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8787475.000000 Penalty: 3628.302002
	Iteration 22Q: 3 clusters Score -8787475 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8787501.000000 Penalty: 3628.302002
	Iteration 23Q: 3 clusters Score -8787501 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69775 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8787536.000000 Penalty: 3628.302002
	Iteration 24Q: 3 clusters Score -8787536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8787582.000000 Penalty: 3628.302002
	Iteration 25Q: 3 clusters Score -8787582 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69857 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8787608.000000 Penalty: 3628.302002
	Iteration 26Q: 3 clusters Score -8787608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8787629.000000 Penalty: 3628.302002
	Iteration 27Q: 3 clusters Score -8787629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69909 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8787644.000000 Penalty: 3628.302002
	Iteration 28Q: 3 clusters Score -8787644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69926 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8787655.000000 Penalty: 3628.302002
	Iteration 29Q: 3 clusters Score -8787655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69942 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8787666.000000 Penalty: 3628.302002
	Iteration 30Q: 3 clusters Score -8787666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69957 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8787674.000000 Penalty: 3628.302002
	Iteration 31Q: 3 clusters Score -8787674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8787682.000000 Penalty: 3628.302002
	Iteration 32Q: 3 clusters Score -8787682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8787686.000000 Penalty: 3628.302002
	Iteration 33Q: 3 clusters Score -8787686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8787687.000000 Penalty: 3628.302002
	Iteration 34Q: 3 clusters Score -8787687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8787697.000000 Penalty: 3628.302002
	Iteration 35Q: 3 clusters Score -8787697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69989 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8787702.000000 Penalty: 3628.302002
	Iteration 36Q: 3 clusters Score -8787702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8787705.000000 Penalty: 3628.302002
	Iteration 37Q: 3 clusters Score -8787705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8787703.000000 Penalty: 3628.302002
	Iteration 38Q: 3 clusters Score -8787703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70009 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8787712.000000 Penalty: 3628.302002
	Iteration 39Q: 3 clusters Score -8787712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8787708.000000 Penalty: 3628.302002
	Iteration 40F: 3 clusters Score -8787708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8787713.000000 Penalty: 3628.302002
	Iteration 41Q: 3 clusters Score -8787713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8787710.000000 Penalty: 3628.302002
	Iteration 42Q: 3 clusters Score -8787710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8787716.000000 Penalty: 3628.302002
	Iteration 43Q: 3 clusters Score -8787716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8787716.000000 Penalty: 3628.302002
	Iteration 44Q: 3 clusters Score -8787716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8787724.000000 Penalty: 3628.302002
	Iteration 45Q: 3 clusters Score -8787724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8787724.000000 Penalty: 3628.302002
	Iteration 46F: 3 clusters Score -8787724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Entering Unmasked Estep 
Score: -4822938.500000 Penalty: 1716.961670
	Iteration 0F: 2 clusters Score -4822938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -4796965.500000 Penalty: 3433.923340
	Iteration 0F: 3 clusters Score -4796966 nChanged 17928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -4807124.500000 Penalty: 3433.923340
	Iteration 1F: 3 clusters Score -4807124 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -4807623.500000 Penalty: 3433.923340
	Iteration 2Q: 3 clusters Score -4807624 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -4808341.000000 Penalty: 3433.923340
	Iteration 3Q: 3 clusters Score -4808341 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4809413.500000 Penalty: 3433.923340
	Iteration 4Q: 3 clusters Score -4809414 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -4810705.000000 Penalty: 3433.923340
	Iteration 5F: 3 clusters Score -4810705 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -4812250.000000 Penalty: 3433.923340
	Iteration 6F: 3 clusters Score -4812250 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -4813872.500000 Penalty: 3433.923340
	Iteration 7F: 3 clusters Score -4813872 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -4815347.500000 Penalty: 3433.923340
	Iteration 8F: 3 clusters Score -4815348 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -4816270.000000 Penalty: 3433.923340
	Iteration 9F: 3 clusters Score -4816270 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -4816710.500000 Penalty: 3433.923340
	Iteration 10Q: 3 clusters Score -4816710 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -4816878.500000 Penalty: 3433.923340
	Iteration 11Q: 3 clusters Score -4816878 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -4817009.000000 Penalty: 3433.923340
	Iteration 12Q: 3 clusters Score -4817009 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -4817141.000000 Penalty: 3433.923340
	Iteration 13Q: 3 clusters Score -4817141 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -4817221.500000 Penalty: 3433.923340
	Iteration 14Q: 3 clusters Score -4817222 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -4817305.500000 Penalty: 3433.923340
	Iteration 15Q: 3 clusters Score -4817306 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -4817422.000000 Penalty: 3433.923340
	Iteration 16Q: 3 clusters Score -4817422 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -4817554.500000 Penalty: 3433.923340
	Iteration 17Q: 3 clusters Score -4817554 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -4817648.000000 Penalty: 3433.923340
	Iteration 18Q: 3 clusters Score -4817648 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -4817758.500000 Penalty: 3433.923340
	Iteration 19Q: 3 clusters Score -4817758 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -4817841.000000 Penalty: 3433.923340
	Iteration 20F: 3 clusters Score -4817841 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -4817935.500000 Penalty: 3433.923340
	Iteration 21Q: 3 clusters Score -4817936 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -4818063.000000 Penalty: 3433.923340
	Iteration 22Q: 3 clusters Score -4818063 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -4818151.500000 Penalty: 3433.923340
	Iteration 23Q: 3 clusters Score -4818152 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -4818264.500000 Penalty: 3433.923340
	Iteration 24Q: 3 clusters Score -4818264 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -4818382.000000 Penalty: 3433.923340
	Iteration 25Q: 3 clusters Score -4818382 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -4818506.500000 Penalty: 3433.923340
	Iteration 26Q: 3 clusters Score -4818506 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -4818665.500000 Penalty: 3433.923340
	Iteration 27Q: 3 clusters Score -4818666 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -4818813.000000 Penalty: 3433.923340
	Iteration 28Q: 3 clusters Score -4818813 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -4818967.500000 Penalty: 3433.923340
	Iteration 29Q: 3 clusters Score -4818968 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -4819141.000000 Penalty: 3433.923340
	Iteration 30Q: 3 clusters Score -4819141 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -4819330.500000 Penalty: 3433.923340
	Iteration 31Q: 3 clusters Score -4819330 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -4819460.000000 Penalty: 3433.923340
	Iteration 32Q: 3 clusters Score -4819460 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -4819661.500000 Penalty: 3433.923340
	Iteration 33Q: 3 clusters Score -4819662 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -4819814.000000 Penalty: 3433.923340
	Iteration 34Q: 3 clusters Score -4819814 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -4819956.000000 Penalty: 3433.923340
	Iteration 35Q: 3 clusters Score -4819956 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -4820122.000000 Penalty: 3433.923340
	Iteration 36Q: 3 clusters Score -4820122 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -4820282.500000 Penalty: 3433.923340
	Iteration 37Q: 3 clusters Score -4820282 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -4820372.000000 Penalty: 3433.923340
	Iteration 38Q: 3 clusters Score -4820372 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -4820494.000000 Penalty: 3433.923340
	Iteration 39Q: 3 clusters Score -4820494 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -4820626.500000 Penalty: 3433.923340
	Iteration 40F: 3 clusters Score -4820626 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -4820752.500000 Penalty: 3433.923340
	Iteration 41Q: 3 clusters Score -4820752 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -4820826.500000 Penalty: 3433.923340
	Iteration 42Q: 3 clusters Score -4820826 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -4820928.500000 Penalty: 3433.923340
	Iteration 43Q: 3 clusters Score -4820928 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -4821014.000000 Penalty: 3433.923340
	Iteration 44Q: 3 clusters Score -4821014 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -4821097.500000 Penalty: 3433.923340
	Iteration 45Q: 3 clusters Score -4821098 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -4821162.500000 Penalty: 3433.923340
	Iteration 46Q: 3 clusters Score -4821162 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -4821239.000000 Penalty: 3433.923340
	Iteration 47Q: 3 clusters Score -4821239 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -4821305.000000 Penalty: 3433.923340
	Iteration 48Q: 3 clusters Score -4821305 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -4821369.500000 Penalty: 3433.923340
	Iteration 49Q: 3 clusters Score -4821370 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -4821393.000000 Penalty: 3433.923340
	Iteration 50Q: 3 clusters Score -4821393 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -4821440.500000 Penalty: 3433.923340
	Iteration 51Q: 3 clusters Score -4821440 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -4821482.000000 Penalty: 3433.923340
	Iteration 52Q: 3 clusters Score -4821482 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4821538.500000 Penalty: 3433.923340
	Iteration 53Q: 3 clusters Score -4821538 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -4821568.000000 Penalty: 3433.923340
	Iteration 54Q: 3 clusters Score -4821568 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4821589.500000 Penalty: 3433.923340
	Iteration 55Q: 3 clusters Score -4821590 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4821600.500000 Penalty: 3433.923340
	Iteration 56Q: 3 clusters Score -4821600 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4821622.000000 Penalty: 3433.923340
	Iteration 57Q: 3 clusters Score -4821622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4821627.500000 Penalty: 3433.923340
	Iteration 58Q: 3 clusters Score -4821628 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -4821639.500000 Penalty: 3433.923340
	Iteration 59Q: 3 clusters Score -4821640 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4821676.000000 Penalty: 3433.923340
	Iteration 60F: 3 clusters Score -4821676 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4821692.500000 Penalty: 3433.923340
	Iteration 61Q: 3 clusters Score -4821692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4821722.500000 Penalty: 3433.923340
	Iteration 62Q: 3 clusters Score -4821722 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4821744.500000 Penalty: 3433.923340
	Iteration 63Q: 3 clusters Score -4821744 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4821763.000000 Penalty: 3433.923340
	Iteration 64Q: 3 clusters Score -4821763 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4821769.500000 Penalty: 3433.923340
	Iteration 65Q: 3 clusters Score -4821770 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4821776.500000 Penalty: 3433.923340
	Iteration 66Q: 3 clusters Score -4821776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4821774.500000 Penalty: 3433.923340
	Iteration 67Q: 3 clusters Score -4821774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4821783.000000 Penalty: 3433.923340
	Iteration 68Q: 3 clusters Score -4821783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4821787.500000 Penalty: 3433.923340
	Iteration 69Q: 3 clusters Score -4821788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4821784.500000 Penalty: 3433.923340
	Iteration 70Q: 3 clusters Score -4821784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4821780.000000 Penalty: 3433.923340
	Iteration 71Q: 3 clusters Score -4821780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4821791.000000 Penalty: 3433.923340
	Iteration 72Q: 3 clusters Score -4821791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4821790.000000 Penalty: 3433.923340
	Iteration 73Q: 3 clusters Score -4821790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4821801.000000 Penalty: 3433.923340
	Iteration 74Q: 3 clusters Score -4821801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4821798.500000 Penalty: 3433.923340
	Iteration 75Q: 3 clusters Score -4821798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4821789.000000 Penalty: 3433.923340
	Iteration 76Q: 3 clusters Score -4821789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4821795.000000 Penalty: 3433.923340
	Iteration 77Q: 3 clusters Score -4821795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4821796.500000 Penalty: 3433.923340
	Iteration 78Q: 3 clusters Score -4821796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4821800.500000 Penalty: 3433.923340
	Iteration 79Q: 3 clusters Score -4821800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4821799.000000 Penalty: 3433.923340
	Iteration 80F: 3 clusters Score -4821799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4821802.500000 Penalty: 3433.923340
	Iteration 81Q: 3 clusters Score -4821802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4821804.500000 Penalty: 3433.923340
	Iteration 82Q: 3 clusters Score -4821804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4821806.000000 Penalty: 3433.923340
	Iteration 83Q: 3 clusters Score -4821806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4821806.500000 Penalty: 3433.923340
	Iteration 84Q: 3 clusters Score -4821806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4821806.500000 Penalty: 3433.923340
	Iteration 85Q: 3 clusters Score -4821806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4821806.000000 Penalty: 3433.923340
	Iteration 86Q: 3 clusters Score -4821806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4821808.000000 Penalty: 3433.923340
	Iteration 87Q: 3 clusters Score -4821808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4821811.000000 Penalty: 3433.923340
	Iteration 88Q: 3 clusters Score -4821811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4821806.500000 Penalty: 3433.923340
	Iteration 89Q: 3 clusters Score -4821806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4821806.500000 Penalty: 3433.923340
	Iteration 90Q: 3 clusters Score -4821806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4821806.000000 Penalty: 3433.923340
	Iteration 91Q: 3 clusters Score -4821806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4821803.500000 Penalty: 3433.923340
	Iteration 92Q: 3 clusters Score -4821804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4821803.000000 Penalty: 3433.923340
	Iteration 93Q: 3 clusters Score -4821803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4821806.000000 Penalty: 3433.923340
	Iteration 94Q: 3 clusters Score -4821806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4821803.500000 Penalty: 3433.923340
	Iteration 95Q: 3 clusters Score -4821804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4821807.500000 Penalty: 3433.923340
	Iteration 96Q: 3 clusters Score -4821808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4821807.500000 Penalty: 3433.923340
	Iteration 97Q: 3 clusters Score -4821808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4821812.500000 Penalty: 3433.923340
	Iteration 98Q: 3 clusters Score -4821812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4821809.500000 Penalty: 3433.923340
	Iteration 99Q: 3 clusters Score -4821810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4821809.500000 Penalty: 3433.923340
	Iteration 100F: 3 clusters Score -4821810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (65787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65787 members 
Entering Unmasked Estep 
Score: -8184922.500000 Penalty: 1802.803833
	Iteration 0F: 2 clusters Score -8184922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -8141319.000000 Penalty: 3605.607666
	Iteration 0F: 3 clusters Score -8141319 nChanged 31248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -8159195.000000 Penalty: 3605.607666
	Iteration 1F: 3 clusters Score -8159195 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -8159536.500000 Penalty: 3605.607666
	Iteration 2Q: 3 clusters Score -8159536 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -8159942.000000 Penalty: 3605.607666
	Iteration 3Q: 3 clusters Score -8159942 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -8160390.000000 Penalty: 3605.607666
	Iteration 4Q: 3 clusters Score -8160390 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -8161027.000000 Penalty: 3605.607666
	Iteration 5Q: 3 clusters Score -8161027 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -8161905.500000 Penalty: 3605.607666
	Iteration 6Q: 3 clusters Score -8161906 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -8163471.500000 Penalty: 3605.607666
	Iteration 7Q: 3 clusters Score -8163472 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -8165887.500000 Penalty: 3605.607666
	Iteration 8F: 3 clusters Score -8165888 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -8169381.500000 Penalty: 3605.607666
	Iteration 9F: 3 clusters Score -8169382 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -8173341.500000 Penalty: 3605.607666
	Iteration 10F: 3 clusters Score -8173342 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -8176643.000000 Penalty: 3605.607666
	Iteration 11F: 3 clusters Score -8176643 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -8179043.000000 Penalty: 3605.607666
	Iteration 12Q: 3 clusters Score -8179043 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -8180812.500000 Penalty: 3605.607666
	Iteration 13Q: 3 clusters Score -8180812 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -8182014.000000 Penalty: 3605.607666
	Iteration 14Q: 3 clusters Score -8182014 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63439 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8182895.000000 Penalty: 3605.607666
	Iteration 15Q: 3 clusters Score -8182895 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64129 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8183469.000000 Penalty: 3605.607666
	Iteration 16Q: 3 clusters Score -8183469 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64577 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8183810.000000 Penalty: 3605.607666
	Iteration 17Q: 3 clusters Score -8183810 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8184007.000000 Penalty: 3605.607666
	Iteration 18Q: 3 clusters Score -8184007 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65002 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8184113.500000 Penalty: 3605.607666
	Iteration 19Q: 3 clusters Score -8184114 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8184188.500000 Penalty: 3605.607666
	Iteration 20F: 3 clusters Score -8184188 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8184249.500000 Penalty: 3605.607666
	Iteration 21Q: 3 clusters Score -8184250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8184281.500000 Penalty: 3605.607666
	Iteration 22Q: 3 clusters Score -8184282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8184304.500000 Penalty: 3605.607666
	Iteration 23Q: 3 clusters Score -8184304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8184322.500000 Penalty: 3605.607666
	Iteration 24Q: 3 clusters Score -8184322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8184321.500000 Penalty: 3605.607666
	Iteration 25Q: 3 clusters Score -8184322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8184327.500000 Penalty: 3605.607666
	Iteration 26Q: 3 clusters Score -8184328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8184340.000000 Penalty: 3605.607666
	Iteration 27Q: 3 clusters Score -8184340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8184334.000000 Penalty: 3605.607666
	Iteration 28Q: 3 clusters Score -8184334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8184340.000000 Penalty: 3605.607666
	Iteration 29Q: 3 clusters Score -8184340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8184337.500000 Penalty: 3605.607666
	Iteration 30Q: 3 clusters Score -8184338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8184348.000000 Penalty: 3605.607666
	Iteration 31Q: 3 clusters Score -8184348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65306 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8184346.000000 Penalty: 3605.607666
	Iteration 32Q: 3 clusters Score -8184346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8184352.000000 Penalty: 3605.607666
	Iteration 33Q: 3 clusters Score -8184352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8184349.500000 Penalty: 3605.607666
	Iteration 34Q: 3 clusters Score -8184350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8184349.000000 Penalty: 3605.607666
	Iteration 35Q: 3 clusters Score -8184349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65310 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8184352.500000 Penalty: 3605.607666
	Iteration 36Q: 3 clusters Score -8184352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8184350.500000 Penalty: 3605.607666
	Iteration 37Q: 3 clusters Score -8184350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8184352.000000 Penalty: 3605.607666
	Iteration 38Q: 3 clusters Score -8184352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8184352.000000 Penalty: 3605.607666
	Iteration 39F: 3 clusters Score -8184352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Entering Unmasked Estep 
Score: -437194.187500 Penalty: 1338.547485
	Iteration 0F: 2 clusters Score -437194.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -434030.500000 Penalty: 2677.094971
	Iteration 0F: 3 clusters Score -434030.5 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -435130.562500 Penalty: 2677.094971
	Iteration 1F: 3 clusters Score -435130.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -435706.281250 Penalty: 2677.094971
	Iteration 2F: 3 clusters Score -435706.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -436325.781250 Penalty: 2677.094971
	Iteration 3F: 3 clusters Score -436325.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -436822.656250 Penalty: 2677.094971
	Iteration 4F: 3 clusters Score -436822.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -437137.093750 Penalty: 2677.094971
	Iteration 5F: 3 clusters Score -437137.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -437256.468750 Penalty: 2677.094971
	Iteration 6Q: 3 clusters Score -437256.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -437300.125000 Penalty: 2677.094971
	Iteration 7Q: 3 clusters Score -437300.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -437322.468750 Penalty: 2677.094971
	Iteration 8Q: 3 clusters Score -437322.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -437342.531250 Penalty: 2677.094971
	Iteration 9Q: 3 clusters Score -437342.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -437358.343750 Penalty: 2677.094971
	Iteration 10Q: 3 clusters Score -437358.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -437373.968750 Penalty: 2677.094971
	Iteration 11Q: 3 clusters Score -437374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -437387.218750 Penalty: 2677.094971
	Iteration 12Q: 3 clusters Score -437387.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -437396.218750 Penalty: 2677.094971
	Iteration 13Q: 3 clusters Score -437396.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -437403.062500 Penalty: 2677.094971
	Iteration 14Q: 3 clusters Score -437403.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -437407.187500 Penalty: 2677.094971
	Iteration 15Q: 3 clusters Score -437407.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -437409.312500 Penalty: 2677.094971
	Iteration 16Q: 3 clusters Score -437409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -437412.000000 Penalty: 2677.094971
	Iteration 17Q: 3 clusters Score -437412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -437413.375000 Penalty: 2677.094971
	Iteration 18Q: 3 clusters Score -437413.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -437413.656250 Penalty: 2677.094971
	Iteration 19Q: 3 clusters Score -437413.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -437414.312500 Penalty: 2677.094971
	Iteration 20F: 3 clusters Score -437414.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -437415.218750 Penalty: 2677.094971
	Iteration 21Q: 3 clusters Score -437415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -437415.156250 Penalty: 2677.094971
	Iteration 22Q: 3 clusters Score -437415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -437415.875000 Penalty: 2677.094971
	Iteration 23Q: 3 clusters Score -437415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -437417.875000 Penalty: 2677.094971
	Iteration 24Q: 3 clusters Score -437417.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -437420.281250 Penalty: 2677.094971
	Iteration 25Q: 3 clusters Score -437420.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -437424.187500 Penalty: 2677.094971
	Iteration 26Q: 3 clusters Score -437424.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -437428.000000 Penalty: 2677.094971
	Iteration 27Q: 3 clusters Score -437428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -437428.656250 Penalty: 2677.094971
	Iteration 28Q: 3 clusters Score -437428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -437430.062500 Penalty: 2677.094971
	Iteration 29Q: 3 clusters Score -437430.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -437432.437500 Penalty: 2677.094971
	Iteration 30Q: 3 clusters Score -437432.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -437433.250000 Penalty: 2677.094971
	Iteration 31Q: 3 clusters Score -437433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -437434.843750 Penalty: 2677.094971
	Iteration 32Q: 3 clusters Score -437434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -437436.125000 Penalty: 2677.094971
	Iteration 33Q: 3 clusters Score -437436.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -437436.937500 Penalty: 2677.094971
	Iteration 34Q: 3 clusters Score -437436.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -437437.375000 Penalty: 2677.094971
	Iteration 35Q: 3 clusters Score -437437.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -437438.625000 Penalty: 2677.094971
	Iteration 36Q: 3 clusters Score -437438.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -437438.500000 Penalty: 2677.094971
	Iteration 37Q: 3 clusters Score -437438.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -437438.750000 Penalty: 2677.094971
	Iteration 38Q: 3 clusters Score -437438.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -437439.562500 Penalty: 2677.094971
	Iteration 39Q: 3 clusters Score -437439.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -437441.781250 Penalty: 2677.094971
	Iteration 40F: 3 clusters Score -437441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -437441.875000 Penalty: 2677.094971
	Iteration 41Q: 3 clusters Score -437441.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -437444.093750 Penalty: 2677.094971
	Iteration 42Q: 3 clusters Score -437444.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -437444.093750 Penalty: 2677.094971
	Iteration 43F: 3 clusters Score -437444.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 26773 members 
Mstep: Class 3 contains 3945 members 
Mstep: Class 4 contains 40178 members 
Mstep: Class 5 contains 45613 members 
Mstep: Class 6 contains 76063 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 9 contains 70545 members 
Mstep: Class 10 contains 38790 members 
Mstep: Class 11 contains 65787 members 
Mstep: Class 12 contains 3319 members 
Mstep: Class 13 contains 16490 members 
Mstep: Class 14 contains 67381 members 
Mstep: Class 15 contains 3818 members 
Mstep: Class 17 contains 73694 members 
Mstep: Class 19 contains 85058 members 
Mstep: Class 20 contains 968 members 
Entering Unmasked Estep 
Score: -75565880.000000 Penalty: 36850.429688
Splitting cluster 12 changes total score from -75566368.000000 to -75565880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (16490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Entering Unmasked Estep 
Score: -2100452.250000 Penalty: 1577.957764
	Iteration 0F: 2 clusters Score -2100452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2089072.000000 Penalty: 3155.915527
	Iteration 0F: 3 clusters Score -2089072 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2093105.750000 Penalty: 3155.915527
	Iteration 1F: 3 clusters Score -2093106 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2093348.750000 Penalty: 3155.915527
	Iteration 2Q: 3 clusters Score -2093349 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2093566.875000 Penalty: 3155.915527
	Iteration 3Q: 3 clusters Score -2093567 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2093779.000000 Penalty: 3155.915527
	Iteration 4Q: 3 clusters Score -2093779 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2093997.000000 Penalty: 3155.915527
	Iteration 5Q: 3 clusters Score -2093997 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2094253.000000 Penalty: 3155.915527
	Iteration 6Q: 3 clusters Score -2094253 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2094584.750000 Penalty: 3155.915527
	Iteration 7Q: 3 clusters Score -2094585 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2095059.125000 Penalty: 3155.915527
	Iteration 8Q: 3 clusters Score -2095059 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2095727.125000 Penalty: 3155.915527
	Iteration 9F: 3 clusters Score -2095727 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2096572.375000 Penalty: 3155.915527
	Iteration 10F: 3 clusters Score -2096572 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2097450.000000 Penalty: 3155.915527
	Iteration 11F: 3 clusters Score -2097450 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2098177.000000 Penalty: 3155.915527
	Iteration 12Q: 3 clusters Score -2098177 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2098606.250000 Penalty: 3155.915527
	Iteration 13Q: 3 clusters Score -2098606 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2098823.250000 Penalty: 3155.915527
	Iteration 14Q: 3 clusters Score -2098823 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2098933.500000 Penalty: 3155.915527
	Iteration 15Q: 3 clusters Score -2098934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2098998.750000 Penalty: 3155.915527
	Iteration 16Q: 3 clusters Score -2098999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2099038.000000 Penalty: 3155.915527
	Iteration 17Q: 3 clusters Score -2099038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2099051.750000 Penalty: 3155.915527
	Iteration 18Q: 3 clusters Score -2099052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2099057.500000 Penalty: 3155.915527
	Iteration 19Q: 3 clusters Score -2099058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2099059.000000 Penalty: 3155.915527
	Iteration 20F: 3 clusters Score -2099059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67381 members 
Entering Unmasked Estep 
Score: -8346618.000000 Penalty: 1806.694214
	Iteration 0F: 2 clusters Score -8346618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -8303101.000000 Penalty: 3613.388428
	Iteration 0F: 3 clusters Score -8303101 nChanged 31969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -8321049.000000 Penalty: 3613.388428
	Iteration 1F: 3 clusters Score -8321049 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -8321573.500000 Penalty: 3613.388428
	Iteration 2Q: 3 clusters Score -8321574 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -8322195.000000 Penalty: 3613.388428
	Iteration 3Q: 3 clusters Score -8322195 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -8323302.500000 Penalty: 3613.388428
	Iteration 4Q: 3 clusters Score -8323302 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -8325302.500000 Penalty: 3613.388428
	Iteration 5F: 3 clusters Score -8325302 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -8328593.500000 Penalty: 3613.388428
	Iteration 6F: 3 clusters Score -8328594 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -8332949.500000 Penalty: 3613.388428
	Iteration 7F: 3 clusters Score -8332950 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -8337095.000000 Penalty: 3613.388428
	Iteration 8F: 3 clusters Score -8337095 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -8340061.000000 Penalty: 3613.388428
	Iteration 9Q: 3 clusters Score -8340061 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 62620 members 
Entering Unmasked Estep 
Score: -8341774.000000 Penalty: 3613.388428
	Iteration 10Q: 3 clusters Score -8341774 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -8342808.500000 Penalty: 3613.388428
	Iteration 11Q: 3 clusters Score -8342808 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -8343411.500000 Penalty: 3613.388428
	Iteration 12Q: 3 clusters Score -8343412 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -8343832.500000 Penalty: 3613.388428
	Iteration 13Q: 3 clusters Score -8343832 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -8344071.500000 Penalty: 3613.388428
	Iteration 14Q: 3 clusters Score -8344072 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -8344252.500000 Penalty: 3613.388428
	Iteration 15Q: 3 clusters Score -8344252 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -8344383.000000 Penalty: 3613.388428
	Iteration 16Q: 3 clusters Score -8344383 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 66186 members 
Entering Unmasked Estep 
Score: -8344508.500000 Penalty: 3613.388428
	Iteration 17Q: 3 clusters Score -8344508 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -8344585.000000 Penalty: 3613.388428
	Iteration 18Q: 3 clusters Score -8344585 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -8344670.500000 Penalty: 3613.388428
	Iteration 19Q: 3 clusters Score -8344670 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -8344739.000000 Penalty: 3613.388428
	Iteration 20F: 3 clusters Score -8344739 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -8344788.000000 Penalty: 3613.388428
	Iteration 21Q: 3 clusters Score -8344788 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -8344840.000000 Penalty: 3613.388428
	Iteration 22Q: 3 clusters Score -8344840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -8344881.500000 Penalty: 3613.388428
	Iteration 23Q: 3 clusters Score -8344882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -8344907.000000 Penalty: 3613.388428
	Iteration 24Q: 3 clusters Score -8344907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -8344915.000000 Penalty: 3613.388428
	Iteration 25Q: 3 clusters Score -8344915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -8344921.000000 Penalty: 3613.388428
	Iteration 26Q: 3 clusters Score -8344921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 66740 members 
Entering Unmasked Estep 
Score: -8344930.500000 Penalty: 3613.388428
	Iteration 27Q: 3 clusters Score -8344930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 66755 members 
Entering Unmasked Estep 
Score: -8344945.500000 Penalty: 3613.388428
	Iteration 28Q: 3 clusters Score -8344946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -8344953.500000 Penalty: 3613.388428
	Iteration 29Q: 3 clusters Score -8344954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 66772 members 
Entering Unmasked Estep 
Score: -8344961.500000 Penalty: 3613.388428
	Iteration 30Q: 3 clusters Score -8344962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
Score: -8344968.000000 Penalty: 3613.388428
	Iteration 31Q: 3 clusters Score -8344968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -8344969.500000 Penalty: 3613.388428
	Iteration 32Q: 3 clusters Score -8344970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 66784 members 
Entering Unmasked Estep 
Score: -8344968.000000 Penalty: 3613.388428
	Iteration 33Q: 3 clusters Score -8344968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -8344969.000000 Penalty: 3613.388428
	Iteration 34Q: 3 clusters Score -8344969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -8344971.000000 Penalty: 3613.388428
	Iteration 35Q: 3 clusters Score -8344971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 66796 members 
Entering Unmasked Estep 
Score: -8344974.500000 Penalty: 3613.388428
	Iteration 36Q: 3 clusters Score -8344974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -8344973.000000 Penalty: 3613.388428
	Iteration 37Q: 3 clusters Score -8344973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -8344972.000000 Penalty: 3613.388428
	Iteration 38Q: 3 clusters Score -8344972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -8344972.000000 Penalty: 3613.388428
	Iteration 39F: 3 clusters Score -8344972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Entering Unmasked Estep 
Score: -499200.406250 Penalty: 1340.215820
	Iteration 0F: 2 clusters Score -499200.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -495943.281250 Penalty: 2680.431641
	Iteration 0F: 3 clusters Score -495943.3 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -497001.656250 Penalty: 2680.431641
	Iteration 1F: 3 clusters Score -497001.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -497259.031250 Penalty: 2680.431641
	Iteration 2F: 3 clusters Score -497259 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -497463.656250 Penalty: 2680.431641
	Iteration 3F: 3 clusters Score -497463.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -497661.687500 Penalty: 2680.431641
	Iteration 4F: 3 clusters Score -497661.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -497916.968750 Penalty: 2680.431641
	Iteration 5F: 3 clusters Score -497917 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -498317.718750 Penalty: 2680.431641
	Iteration 6F: 3 clusters Score -498317.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -498852.750000 Penalty: 2680.431641
	Iteration 7F: 3 clusters Score -498852.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -499734.687500 Penalty: 2680.431641
	Iteration 8F: 3 clusters Score -499734.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -501558.687500 Penalty: 2680.431641
	Iteration 9F: 3 clusters Score -501558.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -505391.281250 Penalty: 2680.431641
	Iteration 10Q: 3 clusters Score -505391.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -507035.687500 Penalty: 2680.431641
	Iteration 11Q: 3 clusters Score -507035.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -507125.468750 Penalty: 2680.431641
	Iteration 12Q: 3 clusters Score -507125.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -507125.468750 Penalty: 2680.431641
	Iteration 13F: 3 clusters Score -507125.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 26773 members 
Mstep: Class 3 contains 3945 members 
Mstep: Class 4 contains 40178 members 
Mstep: Class 5 contains 45613 members 
Mstep: Class 6 contains 76063 members 
Mstep: Class 7 contains 3489 members 
Mstep: Class 9 contains 70545 members 
Mstep: Class 10 contains 38790 members 
Mstep: Class 11 contains 65787 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 16490 members 
Mstep: Class 14 contains 67381 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 17 contains 73694 members 
Mstep: Class 19 contains 85058 members 
Mstep: Class 20 contains 968 members 
Entering Unmasked Estep 
Score: -75573448.000000 Penalty: 36850.429688
Splitting cluster 15 changes total score from -75566368.000000 to -75573448.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 17 (73694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Entering Unmasked Estep 
Score: -9172764.000000 Penalty: 1821.247437
	Iteration 0F: 2 clusters Score -9172764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -9124861.000000 Penalty: 3642.494873
	Iteration 0F: 3 clusters Score -9124861 nChanged 35020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -9144923.000000 Penalty: 3642.494873
	Iteration 1F: 3 clusters Score -9144923 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -9145881.000000 Penalty: 3642.494873
	Iteration 2Q: 3 clusters Score -9145881 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -9147417.000000 Penalty: 3642.494873
	Iteration 3Q: 3 clusters Score -9147417 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -9150486.000000 Penalty: 3642.494873
	Iteration 4F: 3 clusters Score -9150486 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -9155575.000000 Penalty: 3642.494873
	Iteration 5F: 3 clusters Score -9155575 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -9162199.000000 Penalty: 3642.494873
	Iteration 6F: 3 clusters Score -9162199 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69570 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -9167327.000000 Penalty: 3642.494873
	Iteration 7F: 3 clusters Score -9167327 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72322 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9169945.000000 Penalty: 3642.494873
	Iteration 8Q: 3 clusters Score -9169945 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9170872.000000 Penalty: 3642.494873
	Iteration 9Q: 3 clusters Score -9170872 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9171186.000000 Penalty: 3642.494873
	Iteration 10Q: 3 clusters Score -9171186 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -9171311.000000 Penalty: 3642.494873
	Iteration 11Q: 3 clusters Score -9171311 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73506 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9171389.000000 Penalty: 3642.494873
	Iteration 12Q: 3 clusters Score -9171389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9171439.000000 Penalty: 3642.494873
	Iteration 13Q: 3 clusters Score -9171439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9171454.000000 Penalty: 3642.494873
	Iteration 14Q: 3 clusters Score -9171454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73521 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9171465.000000 Penalty: 3642.494873
	Iteration 15Q: 3 clusters Score -9171465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9171476.000000 Penalty: 3642.494873
	Iteration 16Q: 3 clusters Score -9171476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73522 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -9171486.000000 Penalty: 3642.494873
	Iteration 17Q: 3 clusters Score -9171486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73521 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9171490.000000 Penalty: 3642.494873
	Iteration 18Q: 3 clusters Score -9171490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9171486.000000 Penalty: 3642.494873
	Iteration 19Q: 3 clusters Score -9171486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9171513.000000 Penalty: 3642.494873
	Iteration 20F: 3 clusters Score -9171513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73506 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9171548.000000 Penalty: 3642.494873
	Iteration 21Q: 3 clusters Score -9171548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73497 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9171584.000000 Penalty: 3642.494873
	Iteration 22Q: 3 clusters Score -9171584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9171598.000000 Penalty: 3642.494873
	Iteration 23Q: 3 clusters Score -9171598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9171605.000000 Penalty: 3642.494873
	Iteration 24Q: 3 clusters Score -9171605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73494 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9171618.000000 Penalty: 3642.494873
	Iteration 25Q: 3 clusters Score -9171618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73492 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9171623.000000 Penalty: 3642.494873
	Iteration 26Q: 3 clusters Score -9171623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9171626.000000 Penalty: 3642.494873
	Iteration 27Q: 3 clusters Score -9171626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73489 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9171625.000000 Penalty: 3642.494873
	Iteration 28Q: 3 clusters Score -9171625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9171624.000000 Penalty: 3642.494873
	Iteration 29Q: 3 clusters Score -9171624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -9171625.000000 Penalty: 3642.494873
	Iteration 30Q: 3 clusters Score -9171625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73492 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9171629.000000 Penalty: 3642.494873
	Iteration 31Q: 3 clusters Score -9171629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73493 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9171645.000000 Penalty: 3642.494873
	Iteration 32Q: 3 clusters Score -9171645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9171657.000000 Penalty: 3642.494873
	Iteration 33Q: 3 clusters Score -9171657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9171659.000000 Penalty: 3642.494873
	Iteration 34Q: 3 clusters Score -9171659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9171667.000000 Penalty: 3642.494873
	Iteration 35Q: 3 clusters Score -9171667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73486 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9171669.000000 Penalty: 3642.494873
	Iteration 36Q: 3 clusters Score -9171669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9171677.000000 Penalty: 3642.494873
	Iteration 37Q: 3 clusters Score -9171677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73485 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9171682.000000 Penalty: 3642.494873
	Iteration 38Q: 3 clusters Score -9171682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73485 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9171685.000000 Penalty: 3642.494873
	Iteration 39Q: 3 clusters Score -9171685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73485 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9171686.000000 Penalty: 3642.494873
	Iteration 40F: 3 clusters Score -9171686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73483 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9171689.000000 Penalty: 3642.494873
	Iteration 41Q: 3 clusters Score -9171689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73481 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9171691.000000 Penalty: 3642.494873
	Iteration 42Q: 3 clusters Score -9171691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9171691.000000 Penalty: 3642.494873
	Iteration 43Q: 3 clusters Score -9171691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73476 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9171691.000000 Penalty: 3642.494873
	Iteration 44Q: 3 clusters Score -9171691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73472 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9171685.000000 Penalty: 3642.494873
	Iteration 45Q: 3 clusters Score -9171685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73471 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9171690.000000 Penalty: 3642.494873
	Iteration 46Q: 3 clusters Score -9171690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73472 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9171697.000000 Penalty: 3642.494873
	Iteration 47Q: 3 clusters Score -9171697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73472 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9171697.000000 Penalty: 3642.494873
	Iteration 48F: 3 clusters Score -9171697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (85058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85058 members 
Entering Unmasked Estep 
Score: -10517208.000000 Penalty: 1844.551880
	Iteration 0F: 2 clusters Score -1.051721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -10462753.000000 Penalty: 3689.103760
	Iteration 0F: 3 clusters Score -1.046275e+07 nChanged 40595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -10486426.000000 Penalty: 3689.103760
	Iteration 1F: 3 clusters Score -1.048643e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -10487363.000000 Penalty: 3689.103760
	Iteration 2Q: 3 clusters Score -1.048736e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -10488919.000000 Penalty: 3689.103760
	Iteration 3Q: 3 clusters Score -1.048892e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 58577 members 
Entering Unmasked Estep 
Score: -10492138.000000 Penalty: 3689.103760
	Iteration 4F: 3 clusters Score -1.049214e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 66045 members 
Entering Unmasked Estep 
Score: -10497433.000000 Penalty: 3689.103760
	Iteration 5F: 3 clusters Score -1.049743e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 73933 members 
Entering Unmasked Estep 
Score: -10504397.000000 Penalty: 3689.103760
	Iteration 6F: 3 clusters Score -1.05044e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 80117 members 
Entering Unmasked Estep 
Score: -10510379.000000 Penalty: 3689.103760
	Iteration 7F: 3 clusters Score -1.051038e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 83358 members 
Entering Unmasked Estep 
Score: -10513832.000000 Penalty: 3689.103760
	Iteration 8Q: 3 clusters Score -1.051383e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 84523 members 
Entering Unmasked Estep 
Score: -10514985.000000 Penalty: 3689.103760
	Iteration 9Q: 3 clusters Score -1.051498e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 84825 members 
Entering Unmasked Estep 
Score: -10515345.000000 Penalty: 3689.103760
	Iteration 10Q: 3 clusters Score -1.051534e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 84900 members 
Entering Unmasked Estep 
Score: -10515453.000000 Penalty: 3689.103760
	Iteration 11Q: 3 clusters Score -1.051545e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 84921 members 
Entering Unmasked Estep 
Score: -10515508.000000 Penalty: 3689.103760
	Iteration 12Q: 3 clusters Score -1.051551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 84928 members 
Entering Unmasked Estep 
Score: -10515525.000000 Penalty: 3689.103760
	Iteration 13Q: 3 clusters Score -1.051552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
Score: -10515531.000000 Penalty: 3689.103760
	Iteration 14Q: 3 clusters Score -1.051553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 84928 members 
Entering Unmasked Estep 
Score: -10515527.000000 Penalty: 3689.103760
	Iteration 15Q: 3 clusters Score -1.051553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 84932 members 
Entering Unmasked Estep 
Score: -10515542.000000 Penalty: 3689.103760
	Iteration 16Q: 3 clusters Score -1.051554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 84934 members 
Entering Unmasked Estep 
Score: -10515545.000000 Penalty: 3689.103760
	Iteration 17Q: 3 clusters Score -1.051554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 84934 members 
Entering Unmasked Estep 
Score: -10515542.000000 Penalty: 3689.103760
	Iteration 18Q: 3 clusters Score -1.051554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
Score: -10515542.000000 Penalty: 3689.103760
	Iteration 19Q: 3 clusters Score -1.051554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
Score: -10515542.000000 Penalty: 3689.103760
	Iteration 20F: 3 clusters Score -1.051554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -118947.343750 Penalty: 1117.225220
	Iteration 0F: 2 clusters Score -118947.3 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 462 members 
Entering Unmasked Estep 
Score: -117502.718750 Penalty: 2234.450439
	Iteration 0F: 3 clusters Score -117502.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -117760.312500 Penalty: 2234.450439
	Iteration 1F: 3 clusters Score -117760.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -117849.570312 Penalty: 2234.450439
	Iteration 2F: 3 clusters Score -117849.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117885.328125 Penalty: 2234.450439
	Iteration 3Q: 3 clusters Score -117885.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117904.289062 Penalty: 2234.450439
	Iteration 4Q: 3 clusters Score -117904.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117917.359375 Penalty: 2234.450439
	Iteration 5Q: 3 clusters Score -117917.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117923.945312 Penalty: 2234.450439
	Iteration 6Q: 3 clusters Score -117923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -117925.585938 Penalty: 2234.450439
	Iteration 7Q: 3 clusters Score -117925.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117926.539062 Penalty: 2234.450439
	Iteration 8Q: 3 clusters Score -117926.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117926.539062 Penalty: 2234.450439
	Iteration 9F: 3 clusters Score -117926.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 26773 members 
Mstep: Class 3 contains 3945 members 
Mstep: Class 4 contains 40178 members 
Mstep: Class 5 contains 45613 members 
Mstep: Class 6 contains 76063 members 
Mstep: Class 9 contains 70545 members 
Mstep: Class 10 contains 38790 members 
Mstep: Class 11 contains 65787 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 16490 members 
Mstep: Class 14 contains 67381 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 17 contains 73694 members 
Mstep: Class 19 contains 85058 members 
Mstep: Class 20 contains 968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573504.000000 Penalty: 36850.429688
Iteration 79Q: 18 clusters Score -7.55735e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 26755 members 
Mstep: Class 3 contains 3949 members 
Mstep: Class 4 contains 40166 members 
Mstep: Class 5 contains 45565 members 
Mstep: Class 6 contains 76301 members 
Mstep: Class 7 contains 3366 members 
Mstep: Class 9 contains 70542 members 
Mstep: Class 10 contains 38685 members 
Mstep: Class 11 contains 65686 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 16784 members 
Mstep: Class 14 contains 67354 members 
Mstep: Class 15 contains 329 members 
Mstep: Class 17 contains 73710 members 
Mstep: Class 19 contains 84971 members 
Mstep: Class 20 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574016.000000 Penalty: 36850.429688
Iteration 80F: 18 clusters Score -7.557402e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 26740 members 
Mstep: Class 3 contains 3947 members 
Mstep: Class 4 contains 40144 members 
Mstep: Class 5 contains 45497 members 
Mstep: Class 6 contains 76468 members 
Mstep: Class 7 contains 3427 members 
Mstep: Class 9 contains 70550 members 
Mstep: Class 10 contains 38554 members 
Mstep: Class 11 contains 65574 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 17080 members 
Mstep: Class 14 contains 67288 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73680 members 
Mstep: Class 19 contains 84888 members 
Mstep: Class 20 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574056.000000 Penalty: 36850.429688
Iteration 81Q: 18 clusters Score -7.557406e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 26727 members 
Mstep: Class 3 contains 3954 members 
Mstep: Class 4 contains 40106 members 
Mstep: Class 5 contains 45442 members 
Mstep: Class 6 contains 76671 members 
Mstep: Class 7 contains 3453 members 
Mstep: Class 9 contains 70552 members 
Mstep: Class 10 contains 38440 members 
Mstep: Class 11 contains 65460 members 
Mstep: Class 12 contains 3781 members 
Mstep: Class 13 contains 17425 members 
Mstep: Class 14 contains 67202 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73668 members 
Mstep: Class 19 contains 84755 members 
Mstep: Class 20 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574384.000000 Penalty: 36850.429688
Iteration 82Q: 18 clusters Score -7.557438e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 26718 members 
Mstep: Class 3 contains 3968 members 
Mstep: Class 4 contains 40086 members 
Mstep: Class 5 contains 45374 members 
Mstep: Class 6 contains 76874 members 
Mstep: Class 7 contains 3483 members 
Mstep: Class 9 contains 70543 members 
Mstep: Class 10 contains 38324 members 
Mstep: Class 11 contains 65338 members 
Mstep: Class 12 contains 3782 members 
Mstep: Class 13 contains 17755 members 
Mstep: Class 14 contains 67136 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73656 members 
Mstep: Class 19 contains 84606 members 
Mstep: Class 20 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574272.000000 Penalty: 36850.429688
Iteration 83Q: 18 clusters Score -7.557427e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 26709 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 40063 members 
Mstep: Class 5 contains 45295 members 
Mstep: Class 6 contains 77039 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 9 contains 70515 members 
Mstep: Class 10 contains 38239 members 
Mstep: Class 11 contains 65213 members 
Mstep: Class 12 contains 3781 members 
Mstep: Class 13 contains 18119 members 
Mstep: Class 14 contains 67074 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73655 members 
Mstep: Class 19 contains 84463 members 
Mstep: Class 20 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574504.000000 Penalty: 36850.429688
Iteration 84Q: 18 clusters Score -7.55745e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 26702 members 
Mstep: Class 3 contains 3992 members 
Mstep: Class 4 contains 40031 members 
Mstep: Class 5 contains 45227 members 
Mstep: Class 6 contains 77178 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 9 contains 70471 members 
Mstep: Class 10 contains 38153 members 
Mstep: Class 11 contains 65069 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 18526 members 
Mstep: Class 14 contains 66998 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73646 members 
Mstep: Class 19 contains 84344 members 
Mstep: Class 20 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574656.000000 Penalty: 36850.429688
Iteration 85Q: 18 clusters Score -7.557466e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 26692 members 
Mstep: Class 3 contains 4001 members 
Mstep: Class 4 contains 39991 members 
Mstep: Class 5 contains 45157 members 
Mstep: Class 6 contains 77321 members 
Mstep: Class 7 contains 3582 members 
Mstep: Class 9 contains 70406 members 
Mstep: Class 10 contains 38070 members 
Mstep: Class 11 contains 64914 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 18948 members 
Mstep: Class 14 contains 66967 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73631 members 
Mstep: Class 19 contains 84223 members 
Mstep: Class 20 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574728.000000 Penalty: 36850.429688
Iteration 86Q: 18 clusters Score -7.557473e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 26686 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 39981 members 
Mstep: Class 5 contains 45082 members 
Mstep: Class 6 contains 77411 members 
Mstep: Class 7 contains 3599 members 
Mstep: Class 9 contains 70336 members 
Mstep: Class 10 contains 37997 members 
Mstep: Class 11 contains 64765 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 19381 members 
Mstep: Class 14 contains 66970 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73621 members 
Mstep: Class 19 contains 84078 members 
Mstep: Class 20 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574912.000000 Penalty: 36850.429688
Iteration 87Q: 18 clusters Score -7.557491e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 26674 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 39959 members 
Mstep: Class 5 contains 45021 members 
Mstep: Class 6 contains 77461 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 9 contains 70304 members 
Mstep: Class 10 contains 37927 members 
Mstep: Class 11 contains 64610 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 19867 members 
Mstep: Class 14 contains 66964 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73612 members 
Mstep: Class 19 contains 83908 members 
Mstep: Class 20 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574872.000000 Penalty: 36850.429688
Iteration 88Q: 18 clusters Score -7.557487e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 26663 members 
Mstep: Class 3 contains 4021 members 
Mstep: Class 4 contains 39937 members 
Mstep: Class 5 contains 44971 members 
Mstep: Class 6 contains 77507 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 9 contains 70279 members 
Mstep: Class 10 contains 37858 members 
Mstep: Class 11 contains 64460 members 
Mstep: Class 12 contains 3781 members 
Mstep: Class 13 contains 20322 members 
Mstep: Class 14 contains 66944 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73590 members 
Mstep: Class 19 contains 83757 members 
Mstep: Class 20 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574720.000000 Penalty: 36850.429688
Iteration 89Q: 18 clusters Score -7.557472e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 26653 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 39908 members 
Mstep: Class 5 contains 44930 members 
Mstep: Class 6 contains 77536 members 
Mstep: Class 7 contains 3671 members 
Mstep: Class 9 contains 70271 members 
Mstep: Class 10 contains 37811 members 
Mstep: Class 11 contains 64329 members 
Mstep: Class 12 contains 3781 members 
Mstep: Class 13 contains 20770 members 
Mstep: Class 14 contains 66937 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73542 members 
Mstep: Class 19 contains 83575 members 
Mstep: Class 20 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574816.000000 Penalty: 36850.429688
Iteration 90Q: 18 clusters Score -7.557482e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 26654 members 
Mstep: Class 3 contains 4041 members 
Mstep: Class 4 contains 39891 members 
Mstep: Class 5 contains 44867 members 
Mstep: Class 6 contains 77579 members 
Mstep: Class 7 contains 3695 members 
Mstep: Class 9 contains 70259 members 
Mstep: Class 10 contains 37741 members 
Mstep: Class 11 contains 64197 members 
Mstep: Class 12 contains 3781 members 
Mstep: Class 13 contains 21236 members 
Mstep: Class 14 contains 66894 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73515 members 
Mstep: Class 19 contains 83407 members 
Mstep: Class 20 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575056.000000 Penalty: 36850.429688
Iteration 91Q: 18 clusters Score -7.557506e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 26637 members 
Mstep: Class 3 contains 4064 members 
Mstep: Class 4 contains 39871 members 
Mstep: Class 5 contains 44809 members 
Mstep: Class 6 contains 77622 members 
Mstep: Class 7 contains 3716 members 
Mstep: Class 9 contains 70238 members 
Mstep: Class 10 contains 37660 members 
Mstep: Class 11 contains 64053 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 21747 members 
Mstep: Class 14 contains 66846 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73492 members 
Mstep: Class 19 contains 83230 members 
Mstep: Class 20 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575176.000000 Penalty: 36850.429688
Iteration 92Q: 18 clusters Score -7.557518e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 26624 members 
Mstep: Class 3 contains 4072 members 
Mstep: Class 4 contains 39850 members 
Mstep: Class 5 contains 44734 members 
Mstep: Class 6 contains 77644 members 
Mstep: Class 7 contains 3716 members 
Mstep: Class 9 contains 70208 members 
Mstep: Class 10 contains 37576 members 
Mstep: Class 11 contains 63922 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 22307 members 
Mstep: Class 14 contains 66814 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73475 members 
Mstep: Class 19 contains 83047 members 
Mstep: Class 20 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575376.000000 Penalty: 36850.429688
Iteration 93Q: 18 clusters Score -7.557538e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 26613 members 
Mstep: Class 3 contains 4073 members 
Mstep: Class 4 contains 39799 members 
Mstep: Class 5 contains 44673 members 
Mstep: Class 6 contains 77691 members 
Mstep: Class 7 contains 3718 members 
Mstep: Class 9 contains 70167 members 
Mstep: Class 10 contains 37483 members 
Mstep: Class 11 contains 63766 members 
Mstep: Class 12 contains 3781 members 
Mstep: Class 13 contains 22930 members 
Mstep: Class 14 contains 66783 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73454 members 
Mstep: Class 19 contains 82844 members 
Mstep: Class 20 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575480.000000 Penalty: 36850.429688
Iteration 94Q: 18 clusters Score -7.557548e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 26596 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 39760 members 
Mstep: Class 5 contains 44611 members 
Mstep: Class 6 contains 77734 members 
Mstep: Class 7 contains 3717 members 
Mstep: Class 9 contains 70143 members 
Mstep: Class 10 contains 37408 members 
Mstep: Class 11 contains 63608 members 
Mstep: Class 12 contains 3782 members 
Mstep: Class 13 contains 23538 members 
Mstep: Class 14 contains 66762 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73429 members 
Mstep: Class 19 contains 82617 members 
Mstep: Class 20 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575464.000000 Penalty: 36850.429688
Iteration 95Q: 18 clusters Score -7.557546e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 26596 members 
Mstep: Class 3 contains 4088 members 
Mstep: Class 4 contains 39742 members 
Mstep: Class 5 contains 44562 members 
Mstep: Class 6 contains 77760 members 
Mstep: Class 7 contains 3733 members 
Mstep: Class 9 contains 70123 members 
Mstep: Class 10 contains 37338 members 
Mstep: Class 11 contains 63447 members 
Mstep: Class 12 contains 3782 members 
Mstep: Class 13 contains 24098 members 
Mstep: Class 14 contains 66732 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73388 members 
Mstep: Class 19 contains 82408 members 
Mstep: Class 20 contains 964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575616.000000 Penalty: 36850.429688
Iteration 96Q: 18 clusters Score -7.557562e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 26595 members 
Mstep: Class 3 contains 4084 members 
Mstep: Class 4 contains 39717 members 
Mstep: Class 5 contains 44528 members 
Mstep: Class 6 contains 77800 members 
Mstep: Class 7 contains 3748 members 
Mstep: Class 9 contains 70090 members 
Mstep: Class 10 contains 37280 members 
Mstep: Class 11 contains 63277 members 
Mstep: Class 12 contains 3782 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 66728 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73350 members 
Mstep: Class 19 contains 82174 members 
Mstep: Class 20 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575464.000000 Penalty: 36850.429688
Iteration 97Q: 18 clusters Score -7.557546e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 26586 members 
Mstep: Class 3 contains 4095 members 
Mstep: Class 4 contains 39699 members 
Mstep: Class 5 contains 44470 members 
Mstep: Class 6 contains 77848 members 
Mstep: Class 7 contains 3744 members 
Mstep: Class 9 contains 70058 members 
Mstep: Class 10 contains 37223 members 
Mstep: Class 11 contains 63087 members 
Mstep: Class 12 contains 3782 members 
Mstep: Class 13 contains 25288 members 
Mstep: Class 14 contains 66703 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73318 members 
Mstep: Class 19 contains 81933 members 
Mstep: Class 20 contains 955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575616.000000 Penalty: 36850.429688
Iteration 98Q: 18 clusters Score -7.557562e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 26580 members 
Mstep: Class 3 contains 4111 members 
Mstep: Class 4 contains 39667 members 
Mstep: Class 5 contains 44427 members 
Mstep: Class 6 contains 77889 members 
Mstep: Class 7 contains 3727 members 
Mstep: Class 9 contains 70024 members 
Mstep: Class 10 contains 37136 members 
Mstep: Class 11 contains 62907 members 
Mstep: Class 12 contains 3781 members 
Mstep: Class 13 contains 25963 members 
Mstep: Class 14 contains 66648 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73270 members 
Mstep: Class 19 contains 81715 members 
Mstep: Class 20 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575504.000000 Penalty: 36850.429688
Iteration 99Q: 18 clusters Score -7.55755e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 26576 members 
Mstep: Class 3 contains 4131 members 
Mstep: Class 4 contains 39625 members 
Mstep: Class 5 contains 44369 members 
Mstep: Class 6 contains 77914 members 
Mstep: Class 7 contains 3686 members 
Mstep: Class 9 contains 69991 members 
Mstep: Class 10 contains 37043 members 
Mstep: Class 11 contains 62731 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 26666 members 
Mstep: Class 14 contains 66594 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73235 members 
Mstep: Class 19 contains 81507 members 
Mstep: Class 20 contains 950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575608.000000 Penalty: 36850.429688
Iteration 100F: 18 clusters Score -7.557561e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 26565 members 
Mstep: Class 3 contains 4164 members 
Mstep: Class 4 contains 39590 members 
Mstep: Class 5 contains 44325 members 
Mstep: Class 6 contains 77932 members 
Mstep: Class 7 contains 3662 members 
Mstep: Class 9 contains 69984 members 
Mstep: Class 10 contains 36961 members 
Mstep: Class 11 contains 62514 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 27401 members 
Mstep: Class 14 contains 66499 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73192 members 
Mstep: Class 19 contains 81272 members 
Mstep: Class 20 contains 948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576032.000000 Penalty: 36850.429688
Iteration 101Q: 18 clusters Score -7.557603e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 26525 members 
Mstep: Class 3 contains 4199 members 
Mstep: Class 4 contains 39551 members 
Mstep: Class 5 contains 44274 members 
Mstep: Class 6 contains 77968 members 
Mstep: Class 7 contains 3654 members 
Mstep: Class 9 contains 69967 members 
Mstep: Class 10 contains 36873 members 
Mstep: Class 11 contains 62296 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 28126 members 
Mstep: Class 14 contains 66420 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73181 members 
Mstep: Class 19 contains 81030 members 
Mstep: Class 20 contains 945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575888.000000 Penalty: 36850.429688
Iteration 102Q: 18 clusters Score -7.557589e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 26505 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 39495 members 
Mstep: Class 5 contains 44228 members 
Mstep: Class 6 contains 77973 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 9 contains 69936 members 
Mstep: Class 10 contains 36810 members 
Mstep: Class 11 contains 62083 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 28933 members 
Mstep: Class 14 contains 66319 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73174 members 
Mstep: Class 19 contains 80773 members 
Mstep: Class 20 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575824.000000 Penalty: 36850.429688
Iteration 103Q: 18 clusters Score -7.557582e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 26490 members 
Mstep: Class 3 contains 4236 members 
Mstep: Class 4 contains 39437 members 
Mstep: Class 5 contains 44188 members 
Mstep: Class 6 contains 77951 members 
Mstep: Class 7 contains 3588 members 
Mstep: Class 9 contains 69890 members 
Mstep: Class 10 contains 36747 members 
Mstep: Class 11 contains 61856 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 29783 members 
Mstep: Class 14 contains 66237 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73146 members 
Mstep: Class 19 contains 80520 members 
Mstep: Class 20 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575936.000000 Penalty: 36850.429688
Iteration 104Q: 18 clusters Score -7.557594e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 26478 members 
Mstep: Class 3 contains 4252 members 
Mstep: Class 4 contains 39373 members 
Mstep: Class 5 contains 44158 members 
Mstep: Class 6 contains 77937 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 9 contains 69840 members 
Mstep: Class 10 contains 36669 members 
Mstep: Class 11 contains 61611 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 30680 members 
Mstep: Class 14 contains 66136 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73115 members 
Mstep: Class 19 contains 80280 members 
Mstep: Class 20 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576008.000000 Penalty: 36850.429688
Iteration 105Q: 18 clusters Score -7.557601e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 26472 members 
Mstep: Class 3 contains 4269 members 
Mstep: Class 4 contains 39323 members 
Mstep: Class 5 contains 44129 members 
Mstep: Class 6 contains 77904 members 
Mstep: Class 7 contains 3488 members 
Mstep: Class 9 contains 69811 members 
Mstep: Class 10 contains 36609 members 
Mstep: Class 11 contains 61338 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 31610 members 
Mstep: Class 14 contains 66040 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73055 members 
Mstep: Class 19 contains 80034 members 
Mstep: Class 20 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576080.000000 Penalty: 36850.429688
Iteration 106Q: 18 clusters Score -7.557608e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 26461 members 
Mstep: Class 3 contains 4285 members 
Mstep: Class 4 contains 39282 members 
Mstep: Class 5 contains 44089 members 
Mstep: Class 6 contains 77869 members 
Mstep: Class 7 contains 3449 members 
Mstep: Class 9 contains 69763 members 
Mstep: Class 10 contains 36528 members 
Mstep: Class 11 contains 61094 members 
Mstep: Class 12 contains 3778 members 
Mstep: Class 13 contains 32638 members 
Mstep: Class 14 contains 65890 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72984 members 
Mstep: Class 19 contains 79757 members 
Mstep: Class 20 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576512.000000 Penalty: 36850.429688
Iteration 107Q: 18 clusters Score -7.557651e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 26447 members 
Mstep: Class 3 contains 4304 members 
Mstep: Class 4 contains 39233 members 
Mstep: Class 5 contains 44053 members 
Mstep: Class 6 contains 77852 members 
Mstep: Class 7 contains 3419 members 
Mstep: Class 9 contains 69688 members 
Mstep: Class 10 contains 36441 members 
Mstep: Class 11 contains 60814 members 
Mstep: Class 12 contains 3777 members 
Mstep: Class 13 contains 33820 members 
Mstep: Class 14 contains 65670 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72924 members 
Mstep: Class 19 contains 79437 members 
Mstep: Class 20 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576688.000000 Penalty: 36850.429688
Iteration 108Q: 18 clusters Score -7.557669e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 26427 members 
Mstep: Class 3 contains 4327 members 
Mstep: Class 4 contains 39172 members 
Mstep: Class 5 contains 44018 members 
Mstep: Class 6 contains 77810 members 
Mstep: Class 7 contains 3405 members 
Mstep: Class 9 contains 69636 members 
Mstep: Class 10 contains 36356 members 
Mstep: Class 11 contains 60509 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 35114 members 
Mstep: Class 14 contains 65433 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72842 members 
Mstep: Class 19 contains 79067 members 
Mstep: Class 20 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576848.000000 Penalty: 36850.429688
Iteration 109Q: 18 clusters Score -7.557685e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 26418 members 
Mstep: Class 3 contains 4363 members 
Mstep: Class 4 contains 39105 members 
Mstep: Class 5 contains 43948 members 
Mstep: Class 6 contains 77740 members 
Mstep: Class 7 contains 3379 members 
Mstep: Class 9 contains 69604 members 
Mstep: Class 10 contains 36256 members 
Mstep: Class 11 contains 60195 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 36522 members 
Mstep: Class 14 contains 65192 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72762 members 
Mstep: Class 19 contains 78642 members 
Mstep: Class 20 contains 920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577032.000000 Penalty: 36850.429688
Iteration 110Q: 18 clusters Score -7.557703e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 26402 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 39012 members 
Mstep: Class 5 contains 43892 members 
Mstep: Class 6 contains 77642 members 
Mstep: Class 7 contains 3361 members 
Mstep: Class 9 contains 69563 members 
Mstep: Class 10 contains 36132 members 
Mstep: Class 11 contains 59874 members 
Mstep: Class 12 contains 3772 members 
Mstep: Class 13 contains 38041 members 
Mstep: Class 14 contains 64940 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72664 members 
Mstep: Class 19 contains 78217 members 
Mstep: Class 20 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577032.000000 Penalty: 36850.429688
Iteration 111Q: 18 clusters Score -7.557703e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 26388 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 38892 members 
Mstep: Class 5 contains 43826 members 
Mstep: Class 6 contains 77499 members 
Mstep: Class 7 contains 3352 members 
Mstep: Class 9 contains 69523 members 
Mstep: Class 10 contains 36020 members 
Mstep: Class 11 contains 59501 members 
Mstep: Class 12 contains 3765 members 
Mstep: Class 13 contains 39661 members 
Mstep: Class 14 contains 64692 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72568 members 
Mstep: Class 19 contains 77793 members 
Mstep: Class 20 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577112.000000 Penalty: 36850.429688
Iteration 112Q: 18 clusters Score -7.557711e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 26377 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 38790 members 
Mstep: Class 5 contains 43756 members 
Mstep: Class 6 contains 77353 members 
Mstep: Class 7 contains 3347 members 
Mstep: Class 9 contains 69471 members 
Mstep: Class 10 contains 35880 members 
Mstep: Class 11 contains 59083 members 
Mstep: Class 12 contains 3760 members 
Mstep: Class 13 contains 41361 members 
Mstep: Class 14 contains 64398 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72479 members 
Mstep: Class 19 contains 77408 members 
Mstep: Class 20 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577376.000000 Penalty: 36850.429688
Iteration 113Q: 18 clusters Score -7.557738e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 26372 members 
Mstep: Class 3 contains 4481 members 
Mstep: Class 4 contains 38703 members 
Mstep: Class 5 contains 43693 members 
Mstep: Class 6 contains 77214 members 
Mstep: Class 7 contains 3369 members 
Mstep: Class 9 contains 69375 members 
Mstep: Class 10 contains 35709 members 
Mstep: Class 11 contains 58598 members 
Mstep: Class 12 contains 3758 members 
Mstep: Class 13 contains 43204 members 
Mstep: Class 14 contains 64093 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72376 members 
Mstep: Class 19 contains 76971 members 
Mstep: Class 20 contains 910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577848.000000 Penalty: 36850.429688
Iteration 114Q: 18 clusters Score -7.557785e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 26379 members 
Mstep: Class 3 contains 4506 members 
Mstep: Class 4 contains 38626 members 
Mstep: Class 5 contains 43625 members 
Mstep: Class 6 contains 77043 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 9 contains 69269 members 
Mstep: Class 10 contains 35567 members 
Mstep: Class 11 contains 58035 members 
Mstep: Class 12 contains 3757 members 
Mstep: Class 13 contains 45130 members 
Mstep: Class 14 contains 63808 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72263 members 
Mstep: Class 19 contains 76515 members 
Mstep: Class 20 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578152.000000 Penalty: 36850.429688
Iteration 115Q: 18 clusters Score -7.557815e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 26379 members 
Mstep: Class 3 contains 4531 members 
Mstep: Class 4 contains 38526 members 
Mstep: Class 5 contains 43559 members 
Mstep: Class 6 contains 76830 members 
Mstep: Class 7 contains 3397 members 
Mstep: Class 9 contains 69148 members 
Mstep: Class 10 contains 35419 members 
Mstep: Class 11 contains 57479 members 
Mstep: Class 12 contains 3757 members 
Mstep: Class 13 contains 47144 members 
Mstep: Class 14 contains 63462 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72162 members 
Mstep: Class 19 contains 76132 members 
Mstep: Class 20 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578472.000000 Penalty: 36850.429688
Iteration 116Q: 18 clusters Score -7.557847e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 26372 members 
Mstep: Class 3 contains 4553 members 
Mstep: Class 4 contains 38428 members 
Mstep: Class 5 contains 43503 members 
Mstep: Class 6 contains 76598 members 
Mstep: Class 7 contains 3404 members 
Mstep: Class 9 contains 69003 members 
Mstep: Class 10 contains 35246 members 
Mstep: Class 11 contains 56883 members 
Mstep: Class 12 contains 3758 members 
Mstep: Class 13 contains 49192 members 
Mstep: Class 14 contains 63128 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72043 members 
Mstep: Class 19 contains 75817 members 
Mstep: Class 20 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578728.000000 Penalty: 36850.429688
Iteration 117Q: 18 clusters Score -7.557873e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 26369 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 38320 members 
Mstep: Class 5 contains 43473 members 
Mstep: Class 6 contains 76261 members 
Mstep: Class 7 contains 3414 members 
Mstep: Class 9 contains 68895 members 
Mstep: Class 10 contains 35077 members 
Mstep: Class 11 contains 56237 members 
Mstep: Class 12 contains 3757 members 
Mstep: Class 13 contains 51201 members 
Mstep: Class 14 contains 62784 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71930 members 
Mstep: Class 19 contains 75649 members 
Mstep: Class 20 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579120.000000 Penalty: 36850.429688
Iteration 118Q: 18 clusters Score -7.557912e+07 nChanged 3130
Entering ConstructFrom: 
Score: -75579120.000000 Penalty: 36850.429688
Entering ConstructFrom: 
Trying to split cluster 1 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -261506.062500 Penalty: 1241.128906
	Iteration 0F: 2 clusters Score -261506.1 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 1025 members 
Entering Unmasked Estep 
Score: -259344.828125 Penalty: 2482.257812
	Iteration 0F: 3 clusters Score -259344.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -259771.812500 Penalty: 2482.257812
	Iteration 1F: 3 clusters Score -259771.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -259873.078125 Penalty: 2482.257812
	Iteration 2F: 3 clusters Score -259873.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -259943.312500 Penalty: 2482.257812
	Iteration 3Q: 3 clusters Score -259943.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -259984.984375 Penalty: 2482.257812
	Iteration 4Q: 3 clusters Score -259985 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -260013.203125 Penalty: 2482.257812
	Iteration 5Q: 3 clusters Score -260013.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -260033.671875 Penalty: 2482.257812
	Iteration 6Q: 3 clusters Score -260033.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -260048.312500 Penalty: 2482.257812
	Iteration 7Q: 3 clusters Score -260048.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -260060.312500 Penalty: 2482.257812
	Iteration 8Q: 3 clusters Score -260060.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -260070.406250 Penalty: 2482.257812
	Iteration 9Q: 3 clusters Score -260070.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -260079.687500 Penalty: 2482.257812
	Iteration 10Q: 3 clusters Score -260079.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -260084.343750 Penalty: 2482.257812
	Iteration 11Q: 3 clusters Score -260084.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -260089.500000 Penalty: 2482.257812
	Iteration 12Q: 3 clusters Score -260089.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -260098.500000 Penalty: 2482.257812
	Iteration 13Q: 3 clusters Score -260098.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -260109.125000 Penalty: 2482.257812
	Iteration 14Q: 3 clusters Score -260109.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -260113.968750 Penalty: 2482.257812
	Iteration 15Q: 3 clusters Score -260114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -260116.531250 Penalty: 2482.257812
	Iteration 16Q: 3 clusters Score -260116.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -260120.406250 Penalty: 2482.257812
	Iteration 17Q: 3 clusters Score -260120.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -260123.062500 Penalty: 2482.257812
	Iteration 18Q: 3 clusters Score -260123.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -260124.843750 Penalty: 2482.257812
	Iteration 19Q: 3 clusters Score -260124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -260126.031250 Penalty: 2482.257812
	Iteration 20F: 3 clusters Score -260126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -260126.609375 Penalty: 2482.257812
	Iteration 21Q: 3 clusters Score -260126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -260127.031250 Penalty: 2482.257812
	Iteration 22Q: 3 clusters Score -260127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -260127.906250 Penalty: 2482.257812
	Iteration 23Q: 3 clusters Score -260127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -260129.640625 Penalty: 2482.257812
	Iteration 24Q: 3 clusters Score -260129.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -260130.750000 Penalty: 2482.257812
	Iteration 25Q: 3 clusters Score -260130.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -260131.218750 Penalty: 2482.257812
	Iteration 26Q: 3 clusters Score -260131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -260131.781250 Penalty: 2482.257812
	Iteration 27Q: 3 clusters Score -260131.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -260132.125000 Penalty: 2482.257812
	Iteration 28Q: 3 clusters Score -260132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -260133.281250 Penalty: 2482.257812
	Iteration 29Q: 3 clusters Score -260133.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -260133.281250 Penalty: 2482.257812
	Iteration 30F: 3 clusters Score -260133.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Entering Unmasked Estep 
Score: -3172085.500000 Penalty: 1654.191650
	Iteration 0F: 2 clusters Score -3172086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3154304.000000 Penalty: 3308.383301
	Iteration 0F: 3 clusters Score -3154304 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3161023.250000 Penalty: 3308.383301
	Iteration 1F: 3 clusters Score -3161023 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3161493.500000 Penalty: 3308.383301
	Iteration 2Q: 3 clusters Score -3161494 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3162013.500000 Penalty: 3308.383301
	Iteration 3Q: 3 clusters Score -3162014 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -3162626.000000 Penalty: 3308.383301
	Iteration 4Q: 3 clusters Score -3162626 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3163275.000000 Penalty: 3308.383301
	Iteration 5Q: 3 clusters Score -3163275 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -3163950.250000 Penalty: 3308.383301
	Iteration 6Q: 3 clusters Score -3163950 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -3164546.000000 Penalty: 3308.383301
	Iteration 7Q: 3 clusters Score -3164546 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -3165029.500000 Penalty: 3308.383301
	Iteration 8Q: 3 clusters Score -3165030 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -3165426.250000 Penalty: 3308.383301
	Iteration 9Q: 3 clusters Score -3165426 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3165685.500000 Penalty: 3308.383301
	Iteration 10Q: 3 clusters Score -3165686 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -3165900.500000 Penalty: 3308.383301
	Iteration 11Q: 3 clusters Score -3165900 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -3166087.250000 Penalty: 3308.383301
	Iteration 12Q: 3 clusters Score -3166087 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -3166258.250000 Penalty: 3308.383301
	Iteration 13Q: 3 clusters Score -3166258 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -3166377.500000 Penalty: 3308.383301
	Iteration 14Q: 3 clusters Score -3166378 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -3166502.000000 Penalty: 3308.383301
	Iteration 15Q: 3 clusters Score -3166502 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3166614.250000 Penalty: 3308.383301
	Iteration 16Q: 3 clusters Score -3166614 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3166715.000000 Penalty: 3308.383301
	Iteration 17Q: 3 clusters Score -3166715 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -3166793.750000 Penalty: 3308.383301
	Iteration 18Q: 3 clusters Score -3166794 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -3166871.500000 Penalty: 3308.383301
	Iteration 19Q: 3 clusters Score -3166872 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -3166956.500000 Penalty: 3308.383301
	Iteration 20F: 3 clusters Score -3166956 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -3167036.000000 Penalty: 3308.383301
	Iteration 21Q: 3 clusters Score -3167036 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -3167127.750000 Penalty: 3308.383301
	Iteration 22Q: 3 clusters Score -3167128 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3167233.750000 Penalty: 3308.383301
	Iteration 23Q: 3 clusters Score -3167234 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -3167362.750000 Penalty: 3308.383301
	Iteration 24Q: 3 clusters Score -3167363 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -3167508.250000 Penalty: 3308.383301
	Iteration 25Q: 3 clusters Score -3167508 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -3167655.000000 Penalty: 3308.383301
	Iteration 26Q: 3 clusters Score -3167655 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -3167831.750000 Penalty: 3308.383301
	Iteration 27Q: 3 clusters Score -3167832 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3168032.000000 Penalty: 3308.383301
	Iteration 28Q: 3 clusters Score -3168032 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -3168273.500000 Penalty: 3308.383301
	Iteration 29Q: 3 clusters Score -3168274 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3168525.000000 Penalty: 3308.383301
	Iteration 30Q: 3 clusters Score -3168525 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3168781.000000 Penalty: 3308.383301
	Iteration 31Q: 3 clusters Score -3168781 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3169004.500000 Penalty: 3308.383301
	Iteration 32Q: 3 clusters Score -3169004 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3169245.000000 Penalty: 3308.383301
	Iteration 33Q: 3 clusters Score -3169245 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3169486.750000 Penalty: 3308.383301
	Iteration 34Q: 3 clusters Score -3169487 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3169723.750000 Penalty: 3308.383301
	Iteration 35Q: 3 clusters Score -3169724 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3169915.250000 Penalty: 3308.383301
	Iteration 36Q: 3 clusters Score -3169915 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3170071.000000 Penalty: 3308.383301
	Iteration 37Q: 3 clusters Score -3170071 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3170225.250000 Penalty: 3308.383301
	Iteration 38Q: 3 clusters Score -3170225 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3170347.500000 Penalty: 3308.383301
	Iteration 39Q: 3 clusters Score -3170348 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3170438.250000 Penalty: 3308.383301
	Iteration 40F: 3 clusters Score -3170438 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3170511.250000 Penalty: 3308.383301
	Iteration 41Q: 3 clusters Score -3170511 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3170569.500000 Penalty: 3308.383301
	Iteration 42Q: 3 clusters Score -3170570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3170598.250000 Penalty: 3308.383301
	Iteration 43Q: 3 clusters Score -3170598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3170620.000000 Penalty: 3308.383301
	Iteration 44Q: 3 clusters Score -3170620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3170641.750000 Penalty: 3308.383301
	Iteration 45Q: 3 clusters Score -3170642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3170650.500000 Penalty: 3308.383301
	Iteration 46Q: 3 clusters Score -3170650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3170664.250000 Penalty: 3308.383301
	Iteration 47Q: 3 clusters Score -3170664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3170675.000000 Penalty: 3308.383301
	Iteration 48Q: 3 clusters Score -3170675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3170687.000000 Penalty: 3308.383301
	Iteration 49Q: 3 clusters Score -3170687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3170697.500000 Penalty: 3308.383301
	Iteration 50Q: 3 clusters Score -3170698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3170697.750000 Penalty: 3308.383301
	Iteration 51Q: 3 clusters Score -3170698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3170702.250000 Penalty: 3308.383301
	Iteration 52Q: 3 clusters Score -3170702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3170710.250000 Penalty: 3308.383301
	Iteration 53Q: 3 clusters Score -3170710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3170713.000000 Penalty: 3308.383301
	Iteration 54Q: 3 clusters Score -3170713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3170721.250000 Penalty: 3308.383301
	Iteration 55Q: 3 clusters Score -3170721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3170723.500000 Penalty: 3308.383301
	Iteration 56Q: 3 clusters Score -3170724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3170729.000000 Penalty: 3308.383301
	Iteration 57Q: 3 clusters Score -3170729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3170730.250000 Penalty: 3308.383301
	Iteration 58Q: 3 clusters Score -3170730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3170736.500000 Penalty: 3308.383301
	Iteration 59Q: 3 clusters Score -3170736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3170735.500000 Penalty: 3308.383301
	Iteration 60F: 3 clusters Score -3170736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3170739.000000 Penalty: 3308.383301
	Iteration 61Q: 3 clusters Score -3170739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3170743.000000 Penalty: 3308.383301
	Iteration 62Q: 3 clusters Score -3170743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3170740.500000 Penalty: 3308.383301
	Iteration 63Q: 3 clusters Score -3170740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3170744.500000 Penalty: 3308.383301
	Iteration 64Q: 3 clusters Score -3170744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3170745.000000 Penalty: 3308.383301
	Iteration 65Q: 3 clusters Score -3170745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3170745.000000 Penalty: 3308.383301
	Iteration 66F: 3 clusters Score -3170745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Entering Unmasked Estep 
Score: -566852.750000 Penalty: 1370.034546
	Iteration 0F: 2 clusters Score -566852.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -563134.062500 Penalty: 2740.069092
	Iteration 0F: 3 clusters Score -563134.1 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -564151.187500 Penalty: 2740.069092
	Iteration 1F: 3 clusters Score -564151.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -564315.687500 Penalty: 2740.069092
	Iteration 2F: 3 clusters Score -564315.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -564423.500000 Penalty: 2740.069092
	Iteration 3Q: 3 clusters Score -564423.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -564523.687500 Penalty: 2740.069092
	Iteration 4Q: 3 clusters Score -564523.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -564608.500000 Penalty: 2740.069092
	Iteration 5Q: 3 clusters Score -564608.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -564692.250000 Penalty: 2740.069092
	Iteration 6Q: 3 clusters Score -564692.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -564790.750000 Penalty: 2740.069092
	Iteration 7Q: 3 clusters Score -564790.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -564881.687500 Penalty: 2740.069092
	Iteration 8Q: 3 clusters Score -564881.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -564965.937500 Penalty: 2740.069092
	Iteration 9Q: 3 clusters Score -564965.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -565038.562500 Penalty: 2740.069092
	Iteration 10Q: 3 clusters Score -565038.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -565120.062500 Penalty: 2740.069092
	Iteration 11Q: 3 clusters Score -565120.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -565200.375000 Penalty: 2740.069092
	Iteration 12Q: 3 clusters Score -565200.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -565273.062500 Penalty: 2740.069092
	Iteration 13Q: 3 clusters Score -565273.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -565313.437500 Penalty: 2740.069092
	Iteration 14Q: 3 clusters Score -565313.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -565360.125000 Penalty: 2740.069092
	Iteration 15Q: 3 clusters Score -565360.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -565400.562500 Penalty: 2740.069092
	Iteration 16Q: 3 clusters Score -565400.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -565427.250000 Penalty: 2740.069092
	Iteration 17Q: 3 clusters Score -565427.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -565457.125000 Penalty: 2740.069092
	Iteration 18Q: 3 clusters Score -565457.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -565482.000000 Penalty: 2740.069092
	Iteration 19Q: 3 clusters Score -565482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -565511.625000 Penalty: 2740.069092
	Iteration 20F: 3 clusters Score -565511.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -565532.250000 Penalty: 2740.069092
	Iteration 21Q: 3 clusters Score -565532.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -565557.375000 Penalty: 2740.069092
	Iteration 22Q: 3 clusters Score -565557.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -565570.562500 Penalty: 2740.069092
	Iteration 23Q: 3 clusters Score -565570.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -565575.687500 Penalty: 2740.069092
	Iteration 24Q: 3 clusters Score -565575.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -565583.937500 Penalty: 2740.069092
	Iteration 25Q: 3 clusters Score -565583.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -565587.000000 Penalty: 2740.069092
	Iteration 26Q: 3 clusters Score -565587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -565598.250000 Penalty: 2740.069092
	Iteration 27Q: 3 clusters Score -565598.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -565608.500000 Penalty: 2740.069092
	Iteration 28Q: 3 clusters Score -565608.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -565616.500000 Penalty: 2740.069092
	Iteration 29Q: 3 clusters Score -565616.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -565625.375000 Penalty: 2740.069092
	Iteration 30Q: 3 clusters Score -565625.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -565629.937500 Penalty: 2740.069092
	Iteration 31Q: 3 clusters Score -565629.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -565632.437500 Penalty: 2740.069092
	Iteration 32Q: 3 clusters Score -565632.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -565634.187500 Penalty: 2740.069092
	Iteration 33Q: 3 clusters Score -565634.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -565635.125000 Penalty: 2740.069092
	Iteration 34Q: 3 clusters Score -565635.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -565635.125000 Penalty: 2740.069092
	Iteration 35F: 3 clusters Score -565635.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Entering Unmasked Estep 
Score: -4753207.500000 Penalty: 1714.538940
	Iteration 0F: 2 clusters Score -4753208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -4727445.000000 Penalty: 3429.077881
	Iteration 0F: 3 clusters Score -4727445 nChanged 17709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -4737540.500000 Penalty: 3429.077881
	Iteration 1F: 3 clusters Score -4737540 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -4738041.500000 Penalty: 3429.077881
	Iteration 2Q: 3 clusters Score -4738042 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -4738638.000000 Penalty: 3429.077881
	Iteration 3Q: 3 clusters Score -4738638 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -4739327.000000 Penalty: 3429.077881
	Iteration 4Q: 3 clusters Score -4739327 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -4740289.000000 Penalty: 3429.077881
	Iteration 5Q: 3 clusters Score -4740289 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -4741540.500000 Penalty: 3429.077881
	Iteration 6F: 3 clusters Score -4741540 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -4743213.500000 Penalty: 3429.077881
	Iteration 7F: 3 clusters Score -4743214 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -4745202.000000 Penalty: 3429.077881
	Iteration 8F: 3 clusters Score -4745202 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -4746980.500000 Penalty: 3429.077881
	Iteration 9F: 3 clusters Score -4746980 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -4748143.000000 Penalty: 3429.077881
	Iteration 10Q: 3 clusters Score -4748143 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -4748724.500000 Penalty: 3429.077881
	Iteration 11Q: 3 clusters Score -4748724 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -4749087.500000 Penalty: 3429.077881
	Iteration 12Q: 3 clusters Score -4749088 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -4749368.500000 Penalty: 3429.077881
	Iteration 13Q: 3 clusters Score -4749368 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -4749559.000000 Penalty: 3429.077881
	Iteration 14Q: 3 clusters Score -4749559 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -4749739.500000 Penalty: 3429.077881
	Iteration 15Q: 3 clusters Score -4749740 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -4749878.500000 Penalty: 3429.077881
	Iteration 16Q: 3 clusters Score -4749878 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -4749995.000000 Penalty: 3429.077881
	Iteration 17Q: 3 clusters Score -4749995 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -4750112.000000 Penalty: 3429.077881
	Iteration 18Q: 3 clusters Score -4750112 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -4750249.000000 Penalty: 3429.077881
	Iteration 19Q: 3 clusters Score -4750249 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -4750364.500000 Penalty: 3429.077881
	Iteration 20F: 3 clusters Score -4750364 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -4750502.000000 Penalty: 3429.077881
	Iteration 21Q: 3 clusters Score -4750502 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -4750628.000000 Penalty: 3429.077881
	Iteration 22Q: 3 clusters Score -4750628 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -4750730.000000 Penalty: 3429.077881
	Iteration 23Q: 3 clusters Score -4750730 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -4750830.000000 Penalty: 3429.077881
	Iteration 24Q: 3 clusters Score -4750830 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -4750954.000000 Penalty: 3429.077881
	Iteration 25Q: 3 clusters Score -4750954 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -4751081.500000 Penalty: 3429.077881
	Iteration 26Q: 3 clusters Score -4751082 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -4751189.500000 Penalty: 3429.077881
	Iteration 27Q: 3 clusters Score -4751190 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -4751274.000000 Penalty: 3429.077881
	Iteration 28Q: 3 clusters Score -4751274 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -4751343.500000 Penalty: 3429.077881
	Iteration 29Q: 3 clusters Score -4751344 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4751420.500000 Penalty: 3429.077881
	Iteration 30Q: 3 clusters Score -4751420 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4751497.000000 Penalty: 3429.077881
	Iteration 31Q: 3 clusters Score -4751497 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4751542.000000 Penalty: 3429.077881
	Iteration 32Q: 3 clusters Score -4751542 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4751618.000000 Penalty: 3429.077881
	Iteration 33Q: 3 clusters Score -4751618 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4751683.500000 Penalty: 3429.077881
	Iteration 34Q: 3 clusters Score -4751684 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4751714.500000 Penalty: 3429.077881
	Iteration 35Q: 3 clusters Score -4751714 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4751792.500000 Penalty: 3429.077881
	Iteration 36Q: 3 clusters Score -4751792 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4751833.500000 Penalty: 3429.077881
	Iteration 37Q: 3 clusters Score -4751834 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4751858.000000 Penalty: 3429.077881
	Iteration 38Q: 3 clusters Score -4751858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4751889.500000 Penalty: 3429.077881
	Iteration 39Q: 3 clusters Score -4751890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4751918.500000 Penalty: 3429.077881
	Iteration 40F: 3 clusters Score -4751918 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4751923.500000 Penalty: 3429.077881
	Iteration 41Q: 3 clusters Score -4751924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4751949.500000 Penalty: 3429.077881
	Iteration 42Q: 3 clusters Score -4751950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4751960.500000 Penalty: 3429.077881
	Iteration 43Q: 3 clusters Score -4751960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4751981.000000 Penalty: 3429.077881
	Iteration 44Q: 3 clusters Score -4751981 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4751985.000000 Penalty: 3429.077881
	Iteration 45Q: 3 clusters Score -4751985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4751998.500000 Penalty: 3429.077881
	Iteration 46Q: 3 clusters Score -4751998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4752003.500000 Penalty: 3429.077881
	Iteration 47Q: 3 clusters Score -4752004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4752006.000000 Penalty: 3429.077881
	Iteration 48Q: 3 clusters Score -4752006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4752009.000000 Penalty: 3429.077881
	Iteration 49Q: 3 clusters Score -4752009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4752009.500000 Penalty: 3429.077881
	Iteration 50Q: 3 clusters Score -4752010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4752016.000000 Penalty: 3429.077881
	Iteration 51Q: 3 clusters Score -4752016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4752023.000000 Penalty: 3429.077881
	Iteration 52Q: 3 clusters Score -4752023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4752028.000000 Penalty: 3429.077881
	Iteration 53Q: 3 clusters Score -4752028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4752031.500000 Penalty: 3429.077881
	Iteration 54Q: 3 clusters Score -4752032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4752023.000000 Penalty: 3429.077881
	Iteration 55Q: 3 clusters Score -4752023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4752031.500000 Penalty: 3429.077881
	Iteration 56Q: 3 clusters Score -4752032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4752030.000000 Penalty: 3429.077881
	Iteration 57Q: 3 clusters Score -4752030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4752027.000000 Penalty: 3429.077881
	Iteration 58Q: 3 clusters Score -4752027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4752029.000000 Penalty: 3429.077881
	Iteration 59Q: 3 clusters Score -4752029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4752032.500000 Penalty: 3429.077881
	Iteration 60F: 3 clusters Score -4752032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Entering Unmasked Estep 
Score: -5397334.000000 Penalty: 1735.311035
	Iteration 0F: 2 clusters Score -5397334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -5368409.000000 Penalty: 3470.622070
	Iteration 0F: 3 clusters Score -5368409 nChanged 20205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -5379945.000000 Penalty: 3470.622070
	Iteration 1F: 3 clusters Score -5379945 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -5380757.000000 Penalty: 3470.622070
	Iteration 2Q: 3 clusters Score -5380757 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -5382066.500000 Penalty: 3470.622070
	Iteration 3F: 3 clusters Score -5382066 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -5384089.000000 Penalty: 3470.622070
	Iteration 4F: 3 clusters Score -5384089 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -5386984.500000 Penalty: 3470.622070
	Iteration 5F: 3 clusters Score -5386984 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -5390259.000000 Penalty: 3470.622070
	Iteration 6F: 3 clusters Score -5390259 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -5392890.500000 Penalty: 3470.622070
	Iteration 7F: 3 clusters Score -5392890 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5394431.500000 Penalty: 3470.622070
	Iteration 8Q: 3 clusters Score -5394432 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5395122.500000 Penalty: 3470.622070
	Iteration 9Q: 3 clusters Score -5395122 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5395431.000000 Penalty: 3470.622070
	Iteration 10Q: 3 clusters Score -5395431 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5395574.500000 Penalty: 3470.622070
	Iteration 11Q: 3 clusters Score -5395574 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5395652.000000 Penalty: 3470.622070
	Iteration 12Q: 3 clusters Score -5395652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5395701.500000 Penalty: 3470.622070
	Iteration 13Q: 3 clusters Score -5395702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5395730.500000 Penalty: 3470.622070
	Iteration 14Q: 3 clusters Score -5395730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5395745.500000 Penalty: 3470.622070
	Iteration 15Q: 3 clusters Score -5395746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5395762.500000 Penalty: 3470.622070
	Iteration 16Q: 3 clusters Score -5395762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5395776.000000 Penalty: 3470.622070
	Iteration 17Q: 3 clusters Score -5395776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5395786.500000 Penalty: 3470.622070
	Iteration 18Q: 3 clusters Score -5395786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5395798.000000 Penalty: 3470.622070
	Iteration 19Q: 3 clusters Score -5395798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5395810.000000 Penalty: 3470.622070
	Iteration 20F: 3 clusters Score -5395810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5395817.500000 Penalty: 3470.622070
	Iteration 21Q: 3 clusters Score -5395818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5395820.000000 Penalty: 3470.622070
	Iteration 22Q: 3 clusters Score -5395820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5395827.500000 Penalty: 3470.622070
	Iteration 23Q: 3 clusters Score -5395828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5395831.000000 Penalty: 3470.622070
	Iteration 24Q: 3 clusters Score -5395831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5395834.000000 Penalty: 3470.622070
	Iteration 25Q: 3 clusters Score -5395834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5395835.000000 Penalty: 3470.622070
	Iteration 26Q: 3 clusters Score -5395835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5395835.500000 Penalty: 3470.622070
	Iteration 27Q: 3 clusters Score -5395836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5395838.500000 Penalty: 3470.622070
	Iteration 28Q: 3 clusters Score -5395838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5395839.000000 Penalty: 3470.622070
	Iteration 29Q: 3 clusters Score -5395839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5395840.000000 Penalty: 3470.622070
	Iteration 30Q: 3 clusters Score -5395840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5395840.500000 Penalty: 3470.622070
	Iteration 31Q: 3 clusters Score -5395840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5395840.500000 Penalty: 3470.622070
	Iteration 32F: 3 clusters Score -5395840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (75919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Entering Unmasked Estep 
Score: -9387778.000000 Penalty: 1826.081055
	Iteration 0F: 2 clusters Score -9387778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -9338297.000000 Penalty: 3652.162109
	Iteration 0F: 3 clusters Score -9338297 nChanged 36038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -9359840.000000 Penalty: 3652.162109
	Iteration 1F: 3 clusters Score -9359840 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -9361088.000000 Penalty: 3652.162109
	Iteration 2Q: 3 clusters Score -9361088 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -9362682.000000 Penalty: 3652.162109
	Iteration 3Q: 3 clusters Score -9362682 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -9364998.000000 Penalty: 3652.162109
	Iteration 4F: 3 clusters Score -9364998 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -9368550.000000 Penalty: 3652.162109
	Iteration 5F: 3 clusters Score -9368550 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -9373139.000000 Penalty: 3652.162109
	Iteration 6F: 3 clusters Score -9373139 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -9377928.000000 Penalty: 3652.162109
	Iteration 7F: 3 clusters Score -9377928 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70382 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -9381706.000000 Penalty: 3652.162109
	Iteration 8F: 3 clusters Score -9381706 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -9384026.000000 Penalty: 3652.162109
	Iteration 9Q: 3 clusters Score -9384026 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74568 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9385171.000000 Penalty: 3652.162109
	Iteration 10Q: 3 clusters Score -9385171 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75193 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9385691.000000 Penalty: 3652.162109
	Iteration 11Q: 3 clusters Score -9385691 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75431 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9385938.000000 Penalty: 3652.162109
	Iteration 12Q: 3 clusters Score -9385938 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9386032.000000 Penalty: 3652.162109
	Iteration 13Q: 3 clusters Score -9386032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9386079.000000 Penalty: 3652.162109
	Iteration 14Q: 3 clusters Score -9386079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75613 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9386125.000000 Penalty: 3652.162109
	Iteration 15Q: 3 clusters Score -9386125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9386151.000000 Penalty: 3652.162109
	Iteration 16Q: 3 clusters Score -9386151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -9386165.000000 Penalty: 3652.162109
	Iteration 17Q: 3 clusters Score -9386165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9386180.000000 Penalty: 3652.162109
	Iteration 18Q: 3 clusters Score -9386180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9386187.000000 Penalty: 3652.162109
	Iteration 19Q: 3 clusters Score -9386187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75663 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9386192.000000 Penalty: 3652.162109
	Iteration 20F: 3 clusters Score -9386192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75665 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9386197.000000 Penalty: 3652.162109
	Iteration 21Q: 3 clusters Score -9386197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9386202.000000 Penalty: 3652.162109
	Iteration 22Q: 3 clusters Score -9386202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9386204.000000 Penalty: 3652.162109
	Iteration 23Q: 3 clusters Score -9386204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75672 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9386203.000000 Penalty: 3652.162109
	Iteration 24Q: 3 clusters Score -9386203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75672 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9386203.000000 Penalty: 3652.162109
	Iteration 25F: 3 clusters Score -9386203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Entering Unmasked Estep 
Score: -438710.531250 Penalty: 1322.564209
	Iteration 0F: 2 clusters Score -438710.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -435737.781250 Penalty: 2645.128418
	Iteration 0F: 3 clusters Score -435737.8 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -436379.656250 Penalty: 2645.128418
	Iteration 1F: 3 clusters Score -436379.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -436489.625000 Penalty: 2645.128418
	Iteration 2F: 3 clusters Score -436489.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -436566.500000 Penalty: 2645.128418
	Iteration 3Q: 3 clusters Score -436566.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -436620.500000 Penalty: 2645.128418
	Iteration 4Q: 3 clusters Score -436620.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -436668.000000 Penalty: 2645.128418
	Iteration 5Q: 3 clusters Score -436668 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -436714.843750 Penalty: 2645.128418
	Iteration 6Q: 3 clusters Score -436714.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -436746.968750 Penalty: 2645.128418
	Iteration 7Q: 3 clusters Score -436747 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -436772.125000 Penalty: 2645.128418
	Iteration 8Q: 3 clusters Score -436772.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -436798.218750 Penalty: 2645.128418
	Iteration 9Q: 3 clusters Score -436798.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -436818.906250 Penalty: 2645.128418
	Iteration 10Q: 3 clusters Score -436818.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -436835.000000 Penalty: 2645.128418
	Iteration 11Q: 3 clusters Score -436835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -436844.718750 Penalty: 2645.128418
	Iteration 12Q: 3 clusters Score -436844.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -436856.687500 Penalty: 2645.128418
	Iteration 13Q: 3 clusters Score -436856.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -436869.375000 Penalty: 2645.128418
	Iteration 14Q: 3 clusters Score -436869.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -436883.687500 Penalty: 2645.128418
	Iteration 15Q: 3 clusters Score -436883.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -436901.687500 Penalty: 2645.128418
	Iteration 16Q: 3 clusters Score -436901.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -436920.781250 Penalty: 2645.128418
	Iteration 17Q: 3 clusters Score -436920.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -436941.000000 Penalty: 2645.128418
	Iteration 18Q: 3 clusters Score -436941 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -436969.687500 Penalty: 2645.128418
	Iteration 19Q: 3 clusters Score -436969.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -437002.937500 Penalty: 2645.128418
	Iteration 20F: 3 clusters Score -437002.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -437027.531250 Penalty: 2645.128418
	Iteration 21Q: 3 clusters Score -437027.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -437045.562500 Penalty: 2645.128418
	Iteration 22Q: 3 clusters Score -437045.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -437060.406250 Penalty: 2645.128418
	Iteration 23Q: 3 clusters Score -437060.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -437079.875000 Penalty: 2645.128418
	Iteration 24Q: 3 clusters Score -437079.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -437100.843750 Penalty: 2645.128418
	Iteration 25Q: 3 clusters Score -437100.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -437116.312500 Penalty: 2645.128418
	Iteration 26Q: 3 clusters Score -437116.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -437133.468750 Penalty: 2645.128418
	Iteration 27Q: 3 clusters Score -437133.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -437151.062500 Penalty: 2645.128418
	Iteration 28Q: 3 clusters Score -437151.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -437167.500000 Penalty: 2645.128418
	Iteration 29Q: 3 clusters Score -437167.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -437184.843750 Penalty: 2645.128418
	Iteration 30Q: 3 clusters Score -437184.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -437204.906250 Penalty: 2645.128418
	Iteration 31Q: 3 clusters Score -437204.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -437234.437500 Penalty: 2645.128418
	Iteration 32Q: 3 clusters Score -437234.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -437266.656250 Penalty: 2645.128418
	Iteration 33Q: 3 clusters Score -437266.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -437296.812500 Penalty: 2645.128418
	Iteration 34Q: 3 clusters Score -437296.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -437324.468750 Penalty: 2645.128418
	Iteration 35Q: 3 clusters Score -437324.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -437349.250000 Penalty: 2645.128418
	Iteration 36Q: 3 clusters Score -437349.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -437370.343750 Penalty: 2645.128418
	Iteration 37Q: 3 clusters Score -437370.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -437381.593750 Penalty: 2645.128418
	Iteration 38Q: 3 clusters Score -437381.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -437398.375000 Penalty: 2645.128418
	Iteration 39Q: 3 clusters Score -437398.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -437408.750000 Penalty: 2645.128418
	Iteration 40F: 3 clusters Score -437408.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -437418.750000 Penalty: 2645.128418
	Iteration 41Q: 3 clusters Score -437418.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -437429.687500 Penalty: 2645.128418
	Iteration 42Q: 3 clusters Score -437429.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -437439.625000 Penalty: 2645.128418
	Iteration 43Q: 3 clusters Score -437439.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -437448.031250 Penalty: 2645.128418
	Iteration 44Q: 3 clusters Score -437448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -437457.250000 Penalty: 2645.128418
	Iteration 45Q: 3 clusters Score -437457.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -437460.718750 Penalty: 2645.128418
	Iteration 46Q: 3 clusters Score -437460.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -437463.437500 Penalty: 2645.128418
	Iteration 47Q: 3 clusters Score -437463.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -437467.406250 Penalty: 2645.128418
	Iteration 48Q: 3 clusters Score -437467.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -437476.281250 Penalty: 2645.128418
	Iteration 49Q: 3 clusters Score -437476.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -437481.437500 Penalty: 2645.128418
	Iteration 50Q: 3 clusters Score -437481.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -437485.812500 Penalty: 2645.128418
	Iteration 51Q: 3 clusters Score -437485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -437489.875000 Penalty: 2645.128418
	Iteration 52Q: 3 clusters Score -437489.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -437492.500000 Penalty: 2645.128418
	Iteration 53Q: 3 clusters Score -437492.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -437494.468750 Penalty: 2645.128418
	Iteration 54Q: 3 clusters Score -437494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -437497.281250 Penalty: 2645.128418
	Iteration 55Q: 3 clusters Score -437497.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -437498.937500 Penalty: 2645.128418
	Iteration 56Q: 3 clusters Score -437498.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -437499.000000 Penalty: 2645.128418
	Iteration 57Q: 3 clusters Score -437499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -437499.906250 Penalty: 2645.128418
	Iteration 58Q: 3 clusters Score -437499.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -437503.250000 Penalty: 2645.128418
	Iteration 59Q: 3 clusters Score -437503.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -437507.656250 Penalty: 2645.128418
	Iteration 60F: 3 clusters Score -437507.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -437509.218750 Penalty: 2645.128418
	Iteration 61Q: 3 clusters Score -437509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -437511.250000 Penalty: 2645.128418
	Iteration 62Q: 3 clusters Score -437511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -437513.093750 Penalty: 2645.128418
	Iteration 63Q: 3 clusters Score -437513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -437513.718750 Penalty: 2645.128418
	Iteration 64Q: 3 clusters Score -437513.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -437516.375000 Penalty: 2645.128418
	Iteration 65Q: 3 clusters Score -437516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -437518.906250 Penalty: 2645.128418
	Iteration 66Q: 3 clusters Score -437518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -437524.125000 Penalty: 2645.128418
	Iteration 67Q: 3 clusters Score -437524.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -437529.843750 Penalty: 2645.128418
	Iteration 68Q: 3 clusters Score -437529.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -437535.781250 Penalty: 2645.128418
	Iteration 69Q: 3 clusters Score -437535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -437537.812500 Penalty: 2645.128418
	Iteration 70Q: 3 clusters Score -437537.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -437538.531250 Penalty: 2645.128418
	Iteration 71Q: 3 clusters Score -437538.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -437539.093750 Penalty: 2645.128418
	Iteration 72Q: 3 clusters Score -437539.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -437540.218750 Penalty: 2645.128418
	Iteration 73Q: 3 clusters Score -437540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -437541.781250 Penalty: 2645.128418
	Iteration 74Q: 3 clusters Score -437541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -437543.375000 Penalty: 2645.128418
	Iteration 75Q: 3 clusters Score -437543.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -437544.156250 Penalty: 2645.128418
	Iteration 76Q: 3 clusters Score -437544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -437544.843750 Penalty: 2645.128418
	Iteration 77Q: 3 clusters Score -437544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -437544.843750 Penalty: 2645.128418
	Iteration 78F: 3 clusters Score -437544.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (68750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Entering Unmasked Estep 
Score: -8564689.000000 Penalty: 1809.962769
	Iteration 0F: 2 clusters Score -8564689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -8519783.000000 Penalty: 3619.925537
	Iteration 0F: 3 clusters Score -8519783 nChanged 32577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -8538245.000000 Penalty: 3619.925537
	Iteration 1F: 3 clusters Score -8538245 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -8538676.000000 Penalty: 3619.925537
	Iteration 2Q: 3 clusters Score -8538676 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -8539177.000000 Penalty: 3619.925537
	Iteration 3Q: 3 clusters Score -8539177 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -8539849.000000 Penalty: 3619.925537
	Iteration 4Q: 3 clusters Score -8539849 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -8540745.000000 Penalty: 3619.925537
	Iteration 5Q: 3 clusters Score -8540745 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -8542220.000000 Penalty: 3619.925537
	Iteration 6Q: 3 clusters Score -8542220 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -8544744.000000 Penalty: 3619.925537
	Iteration 7F: 3 clusters Score -8544744 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -8548676.000000 Penalty: 3619.925537
	Iteration 8F: 3 clusters Score -8548676 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -8553738.000000 Penalty: 3619.925537
	Iteration 9F: 3 clusters Score -8553738 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -8558369.000000 Penalty: 3619.925537
	Iteration 10F: 3 clusters Score -8558369 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 66544 members 
Entering Unmasked Estep 
Score: -8561150.000000 Penalty: 3619.925537
	Iteration 11Q: 3 clusters Score -8561150 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 67903 members 
Entering Unmasked Estep 
Score: -8562389.000000 Penalty: 3619.925537
	Iteration 12Q: 3 clusters Score -8562389 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 68363 members 
Entering Unmasked Estep 
Score: -8562788.000000 Penalty: 3619.925537
	Iteration 13Q: 3 clusters Score -8562788 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 68499 members 
Entering Unmasked Estep 
Score: -8562959.000000 Penalty: 3619.925537
	Iteration 14Q: 3 clusters Score -8562959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 68539 members 
Entering Unmasked Estep 
Score: -8563015.000000 Penalty: 3619.925537
	Iteration 15Q: 3 clusters Score -8563015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 68561 members 
Entering Unmasked Estep 
Score: -8563059.000000 Penalty: 3619.925537
	Iteration 16Q: 3 clusters Score -8563059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 68573 members 
Entering Unmasked Estep 
Score: -8563077.000000 Penalty: 3619.925537
	Iteration 17Q: 3 clusters Score -8563077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 68579 members 
Entering Unmasked Estep 
Score: -8563086.000000 Penalty: 3619.925537
	Iteration 18Q: 3 clusters Score -8563086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 68582 members 
Entering Unmasked Estep 
Score: -8563105.000000 Penalty: 3619.925537
	Iteration 19Q: 3 clusters Score -8563105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 68581 members 
Entering Unmasked Estep 
Score: -8563115.000000 Penalty: 3619.925537
	Iteration 20F: 3 clusters Score -8563115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
Score: -8563127.000000 Penalty: 3619.925537
	Iteration 21Q: 3 clusters Score -8563127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 68586 members 
Entering Unmasked Estep 
Score: -8563135.000000 Penalty: 3619.925537
	Iteration 22Q: 3 clusters Score -8563135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -8563133.000000 Penalty: 3619.925537
	Iteration 23Q: 3 clusters Score -8563133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 68588 members 
Entering Unmasked Estep 
Score: -8563139.000000 Penalty: 3619.925537
	Iteration 24Q: 3 clusters Score -8563139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 68588 members 
Entering Unmasked Estep 
Score: -8563139.000000 Penalty: 3619.925537
	Iteration 25F: 3 clusters Score -8563139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Entering Unmasked Estep 
Score: -4338393.000000 Penalty: 1699.700928
	Iteration 0F: 2 clusters Score -4338393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -4314927.500000 Penalty: 3399.401855
	Iteration 0F: 3 clusters Score -4314928 nChanged 16333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -4324215.000000 Penalty: 3399.401855
	Iteration 1F: 3 clusters Score -4324215 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -4324943.000000 Penalty: 3399.401855
	Iteration 2Q: 3 clusters Score -4324943 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -4325922.500000 Penalty: 3399.401855
	Iteration 3F: 3 clusters Score -4325922 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -4327342.000000 Penalty: 3399.401855
	Iteration 4F: 3 clusters Score -4327342 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -4329231.500000 Penalty: 3399.401855
	Iteration 5F: 3 clusters Score -4329232 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -4331582.000000 Penalty: 3399.401855
	Iteration 6F: 3 clusters Score -4331582 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -4333648.500000 Penalty: 3399.401855
	Iteration 7F: 3 clusters Score -4333648 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -4334718.500000 Penalty: 3399.401855
	Iteration 8Q: 3 clusters Score -4334718 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -4335136.500000 Penalty: 3399.401855
	Iteration 9Q: 3 clusters Score -4335136 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -4335403.500000 Penalty: 3399.401855
	Iteration 10Q: 3 clusters Score -4335404 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -4335604.000000 Penalty: 3399.401855
	Iteration 11Q: 3 clusters Score -4335604 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -4335764.500000 Penalty: 3399.401855
	Iteration 12Q: 3 clusters Score -4335764 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -4335903.000000 Penalty: 3399.401855
	Iteration 13Q: 3 clusters Score -4335903 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -4336034.000000 Penalty: 3399.401855
	Iteration 14Q: 3 clusters Score -4336034 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -4336121.500000 Penalty: 3399.401855
	Iteration 15Q: 3 clusters Score -4336122 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -4336225.000000 Penalty: 3399.401855
	Iteration 16Q: 3 clusters Score -4336225 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -4336309.500000 Penalty: 3399.401855
	Iteration 17Q: 3 clusters Score -4336310 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -4336384.500000 Penalty: 3399.401855
	Iteration 18Q: 3 clusters Score -4336384 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -4336454.000000 Penalty: 3399.401855
	Iteration 19Q: 3 clusters Score -4336454 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -4336529.000000 Penalty: 3399.401855
	Iteration 20F: 3 clusters Score -4336529 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -4336602.000000 Penalty: 3399.401855
	Iteration 21Q: 3 clusters Score -4336602 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -4336629.000000 Penalty: 3399.401855
	Iteration 22Q: 3 clusters Score -4336629 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -4336705.500000 Penalty: 3399.401855
	Iteration 23Q: 3 clusters Score -4336706 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -4336742.500000 Penalty: 3399.401855
	Iteration 24Q: 3 clusters Score -4336742 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4336773.000000 Penalty: 3399.401855
	Iteration 25Q: 3 clusters Score -4336773 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4336809.000000 Penalty: 3399.401855
	Iteration 26Q: 3 clusters Score -4336809 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -4336845.000000 Penalty: 3399.401855
	Iteration 27Q: 3 clusters Score -4336845 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4336862.500000 Penalty: 3399.401855
	Iteration 28Q: 3 clusters Score -4336862 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4336917.000000 Penalty: 3399.401855
	Iteration 29Q: 3 clusters Score -4336917 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4336945.500000 Penalty: 3399.401855
	Iteration 30Q: 3 clusters Score -4336946 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -4336959.500000 Penalty: 3399.401855
	Iteration 31Q: 3 clusters Score -4336960 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4336987.500000 Penalty: 3399.401855
	Iteration 32Q: 3 clusters Score -4336988 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -4337014.000000 Penalty: 3399.401855
	Iteration 33Q: 3 clusters Score -4337014 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4337041.000000 Penalty: 3399.401855
	Iteration 34Q: 3 clusters Score -4337041 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4337073.500000 Penalty: 3399.401855
	Iteration 35Q: 3 clusters Score -4337074 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4337091.500000 Penalty: 3399.401855
	Iteration 36Q: 3 clusters Score -4337092 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4337100.000000 Penalty: 3399.401855
	Iteration 37Q: 3 clusters Score -4337100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4337104.500000 Penalty: 3399.401855
	Iteration 38Q: 3 clusters Score -4337104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4337112.500000 Penalty: 3399.401855
	Iteration 39Q: 3 clusters Score -4337112 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4337118.500000 Penalty: 3399.401855
	Iteration 40F: 3 clusters Score -4337118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4337132.500000 Penalty: 3399.401855
	Iteration 41Q: 3 clusters Score -4337132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4337144.500000 Penalty: 3399.401855
	Iteration 42Q: 3 clusters Score -4337144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4337142.500000 Penalty: 3399.401855
	Iteration 43Q: 3 clusters Score -4337142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4337144.500000 Penalty: 3399.401855
	Iteration 44Q: 3 clusters Score -4337144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4337143.500000 Penalty: 3399.401855
	Iteration 45Q: 3 clusters Score -4337144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4337148.500000 Penalty: 3399.401855
	Iteration 46Q: 3 clusters Score -4337148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4337152.500000 Penalty: 3399.401855
	Iteration 47Q: 3 clusters Score -4337152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4337159.000000 Penalty: 3399.401855
	Iteration 48Q: 3 clusters Score -4337159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4337160.500000 Penalty: 3399.401855
	Iteration 49Q: 3 clusters Score -4337160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4337161.500000 Penalty: 3399.401855
	Iteration 50Q: 3 clusters Score -4337162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4337161.000000 Penalty: 3399.401855
	Iteration 51Q: 3 clusters Score -4337161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4337168.000000 Penalty: 3399.401855
	Iteration 52Q: 3 clusters Score -4337168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4337171.500000 Penalty: 3399.401855
	Iteration 53Q: 3 clusters Score -4337172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4337177.500000 Penalty: 3399.401855
	Iteration 54Q: 3 clusters Score -4337178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4337172.000000 Penalty: 3399.401855
	Iteration 55Q: 3 clusters Score -4337172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4337182.500000 Penalty: 3399.401855
	Iteration 56Q: 3 clusters Score -4337182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4337179.000000 Penalty: 3399.401855
	Iteration 57Q: 3 clusters Score -4337179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4337182.000000 Penalty: 3399.401855
	Iteration 58Q: 3 clusters Score -4337182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4337183.000000 Penalty: 3399.401855
	Iteration 59Q: 3 clusters Score -4337183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4337189.500000 Penalty: 3399.401855
	Iteration 60F: 3 clusters Score -4337190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4337187.000000 Penalty: 3399.401855
	Iteration 61Q: 3 clusters Score -4337187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4337185.500000 Penalty: 3399.401855
	Iteration 62Q: 3 clusters Score -4337186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4337187.000000 Penalty: 3399.401855
	Iteration 63Q: 3 clusters Score -4337187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4337188.000000 Penalty: 3399.401855
	Iteration 64Q: 3 clusters Score -4337188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4337192.000000 Penalty: 3399.401855
	Iteration 65Q: 3 clusters Score -4337192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4337189.500000 Penalty: 3399.401855
	Iteration 66Q: 3 clusters Score -4337190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4337190.500000 Penalty: 3399.401855
	Iteration 67Q: 3 clusters Score -4337190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4337192.500000 Penalty: 3399.401855
	Iteration 68Q: 3 clusters Score -4337192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4337193.000000 Penalty: 3399.401855
	Iteration 69Q: 3 clusters Score -4337193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4337191.000000 Penalty: 3399.401855
	Iteration 70Q: 3 clusters Score -4337191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4337191.000000 Penalty: 3399.401855
	Iteration 71Q: 3 clusters Score -4337191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4337194.000000 Penalty: 3399.401855
	Iteration 72Q: 3 clusters Score -4337194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4337193.500000 Penalty: 3399.401855
	Iteration 73Q: 3 clusters Score -4337194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4337194.000000 Penalty: 3399.401855
	Iteration 74Q: 3 clusters Score -4337194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4337194.500000 Penalty: 3399.401855
	Iteration 75Q: 3 clusters Score -4337194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4337191.000000 Penalty: 3399.401855
	Iteration 76Q: 3 clusters Score -4337191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4337188.000000 Penalty: 3399.401855
	Iteration 77Q: 3 clusters Score -4337188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4337186.500000 Penalty: 3399.401855
	Iteration 78Q: 3 clusters Score -4337186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4337189.500000 Penalty: 3399.401855
	Iteration 79Q: 3 clusters Score -4337190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4337192.500000 Penalty: 3399.401855
	Iteration 80F: 3 clusters Score -4337192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (55640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55640 members 
Entering Unmasked Estep 
Score: -6924574.500000 Penalty: 1775.581909
	Iteration 0F: 2 clusters Score -6924574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -6887678.000000 Penalty: 3551.163818
	Iteration 0F: 3 clusters Score -6887678 nChanged 26044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -6902210.000000 Penalty: 3551.163818
	Iteration 1F: 3 clusters Score -6902210 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -6902662.500000 Penalty: 3551.163818
	Iteration 2Q: 3 clusters Score -6902662 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -6903235.000000 Penalty: 3551.163818
	Iteration 3Q: 3 clusters Score -6903235 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -6904242.000000 Penalty: 3551.163818
	Iteration 4Q: 3 clusters Score -6904242 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -6905798.500000 Penalty: 3551.163818
	Iteration 5F: 3 clusters Score -6905798 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -6908661.000000 Penalty: 3551.163818
	Iteration 6F: 3 clusters Score -6908661 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -6913087.000000 Penalty: 3551.163818
	Iteration 7F: 3 clusters Score -6913087 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -6917830.000000 Penalty: 3551.163818
	Iteration 8F: 3 clusters Score -6917830 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -6921253.000000 Penalty: 3551.163818
	Iteration 9F: 3 clusters Score -6921253 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6923034.500000 Penalty: 3551.163818
	Iteration 10Q: 3 clusters Score -6923034 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6923682.000000 Penalty: 3551.163818
	Iteration 11Q: 3 clusters Score -6923682 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6923863.500000 Penalty: 3551.163818
	Iteration 12Q: 3 clusters Score -6923864 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6923932.000000 Penalty: 3551.163818
	Iteration 13Q: 3 clusters Score -6923932 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6923958.000000 Penalty: 3551.163818
	Iteration 14Q: 3 clusters Score -6923958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6923980.000000 Penalty: 3551.163818
	Iteration 15Q: 3 clusters Score -6923980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6923973.500000 Penalty: 3551.163818
	Iteration 16Q: 3 clusters Score -6923974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6923984.000000 Penalty: 3551.163818
	Iteration 17Q: 3 clusters Score -6923984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6923988.000000 Penalty: 3551.163818
	Iteration 18Q: 3 clusters Score -6923988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6923996.000000 Penalty: 3551.163818
	Iteration 19Q: 3 clusters Score -6923996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6923995.500000 Penalty: 3551.163818
	Iteration 20F: 3 clusters Score -6923996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54981 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6923995.000000 Penalty: 3551.163818
	Iteration 21Q: 3 clusters Score -6923995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6923994.000000 Penalty: 3551.163818
	Iteration 22Q: 3 clusters Score -6923994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6923999.500000 Penalty: 3551.163818
	Iteration 23Q: 3 clusters Score -6924000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6924005.000000 Penalty: 3551.163818
	Iteration 24Q: 3 clusters Score -6924005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6924005.000000 Penalty: 3551.163818
	Iteration 25F: 3 clusters Score -6924005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Entering Unmasked Estep 
Score: -434620.812500 Penalty: 1337.598511
	Iteration 0F: 2 clusters Score -434620.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -431519.531250 Penalty: 2675.197021
	Iteration 0F: 3 clusters Score -431519.5 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -432512.906250 Penalty: 2675.197021
	Iteration 1F: 3 clusters Score -432512.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -432743.687500 Penalty: 2675.197021
	Iteration 2F: 3 clusters Score -432743.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -432883.562500 Penalty: 2675.197021
	Iteration 3F: 3 clusters Score -432883.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -433015.375000 Penalty: 2675.197021
	Iteration 4F: 3 clusters Score -433015.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -433126.718750 Penalty: 2675.197021
	Iteration 5Q: 3 clusters Score -433126.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -433228.531250 Penalty: 2675.197021
	Iteration 6Q: 3 clusters Score -433228.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -433369.843750 Penalty: 2675.197021
	Iteration 7Q: 3 clusters Score -433369.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -433554.468750 Penalty: 2675.197021
	Iteration 8Q: 3 clusters Score -433554.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -433725.875000 Penalty: 2675.197021
	Iteration 9Q: 3 clusters Score -433725.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -433904.781250 Penalty: 2675.197021
	Iteration 10Q: 3 clusters Score -433904.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -434071.250000 Penalty: 2675.197021
	Iteration 11Q: 3 clusters Score -434071.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -434210.281250 Penalty: 2675.197021
	Iteration 12Q: 3 clusters Score -434210.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -434293.281250 Penalty: 2675.197021
	Iteration 13Q: 3 clusters Score -434293.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -434337.375000 Penalty: 2675.197021
	Iteration 14Q: 3 clusters Score -434337.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -434358.281250 Penalty: 2675.197021
	Iteration 15Q: 3 clusters Score -434358.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -434367.312500 Penalty: 2675.197021
	Iteration 16Q: 3 clusters Score -434367.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -434370.781250 Penalty: 2675.197021
	Iteration 17Q: 3 clusters Score -434370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -434372.250000 Penalty: 2675.197021
	Iteration 18Q: 3 clusters Score -434372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -434374.031250 Penalty: 2675.197021
	Iteration 19Q: 3 clusters Score -434374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -434419.343750 Penalty: 2675.197021
	Iteration 20F: 3 clusters Score -434419.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -434565.375000 Penalty: 2675.197021
	Iteration 21Q: 3 clusters Score -434565.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -434643.968750 Penalty: 2675.197021
	Iteration 22Q: 3 clusters Score -434644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -434679.250000 Penalty: 2675.197021
	Iteration 23Q: 3 clusters Score -434679.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -434692.687500 Penalty: 2675.197021
	Iteration 24Q: 3 clusters Score -434692.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -434702.281250 Penalty: 2675.197021
	Iteration 25Q: 3 clusters Score -434702.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -434706.625000 Penalty: 2675.197021
	Iteration 26Q: 3 clusters Score -434706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -434708.687500 Penalty: 2675.197021
	Iteration 27Q: 3 clusters Score -434708.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -434708.531250 Penalty: 2675.197021
	Iteration 28Q: 3 clusters Score -434708.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -434724.531250 Penalty: 2675.197021
	Iteration 29F: 3 clusters Score -434724.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -434734.906250 Penalty: 2675.197021
	Iteration 30Q: 3 clusters Score -434734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -434745.562500 Penalty: 2675.197021
	Iteration 31Q: 3 clusters Score -434745.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -434790.625000 Penalty: 2675.197021
	Iteration 32Q: 3 clusters Score -434790.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -434848.625000 Penalty: 2675.197021
	Iteration 33Q: 3 clusters Score -434848.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -434870.437500 Penalty: 2675.197021
	Iteration 34Q: 3 clusters Score -434870.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -434872.468750 Penalty: 2675.197021
	Iteration 35Q: 3 clusters Score -434872.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -434873.250000 Penalty: 2675.197021
	Iteration 36Q: 3 clusters Score -434873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -434874.562500 Penalty: 2675.197021
	Iteration 37Q: 3 clusters Score -434874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -434874.562500 Penalty: 2675.197021
	Iteration 38F: 3 clusters Score -434874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 26361 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 38216 members 
Mstep: Class 5 contains 43427 members 
Mstep: Class 6 contains 75919 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 68750 members 
Mstep: Class 10 contains 34881 members 
Mstep: Class 11 contains 55640 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 53171 members 
Mstep: Class 14 contains 62418 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71827 members 
Mstep: Class 19 contains 75567 members 
Mstep: Class 20 contains 902 members 
Entering Unmasked Estep 
Score: -75578584.000000 Penalty: 39018.101562
Splitting cluster 12 changes total score from -75579120.000000 to -75578584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (53171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Entering Unmasked Estep 
Score: -6694395.000000 Penalty: 1768.206177
	Iteration 0F: 2 clusters Score -6694395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -6658988.500000 Penalty: 3536.412354
	Iteration 0F: 3 clusters Score -6658988 nChanged 24983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -6672953.000000 Penalty: 3536.412354
	Iteration 1F: 3 clusters Score -6672953 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -6673222.500000 Penalty: 3536.412354
	Iteration 2Q: 3 clusters Score -6673222 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -6673499.000000 Penalty: 3536.412354
	Iteration 3Q: 3 clusters Score -6673499 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -6673750.500000 Penalty: 3536.412354
	Iteration 4Q: 3 clusters Score -6673750 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -6674036.000000 Penalty: 3536.412354
	Iteration 5Q: 3 clusters Score -6674036 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -6674331.000000 Penalty: 3536.412354
	Iteration 6Q: 3 clusters Score -6674331 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -6674785.000000 Penalty: 3536.412354
	Iteration 7Q: 3 clusters Score -6674785 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -6675578.000000 Penalty: 3536.412354
	Iteration 8Q: 3 clusters Score -6675578 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -6677062.500000 Penalty: 3536.412354
	Iteration 9F: 3 clusters Score -6677062 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -6679762.500000 Penalty: 3536.412354
	Iteration 10F: 3 clusters Score -6679762 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -6684085.000000 Penalty: 3536.412354
	Iteration 11F: 3 clusters Score -6684085 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -6688769.000000 Penalty: 3536.412354
	Iteration 12F: 3 clusters Score -6688769 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -6691509.500000 Penalty: 3536.412354
	Iteration 13F: 3 clusters Score -6691510 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -6692457.000000 Penalty: 3536.412354
	Iteration 14Q: 3 clusters Score -6692457 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -6692662.000000 Penalty: 3536.412354
	Iteration 15Q: 3 clusters Score -6692662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -6692720.500000 Penalty: 3536.412354
	Iteration 16Q: 3 clusters Score -6692720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -6692770.500000 Penalty: 3536.412354
	Iteration 17Q: 3 clusters Score -6692770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -6692786.500000 Penalty: 3536.412354
	Iteration 18Q: 3 clusters Score -6692786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -6692798.000000 Penalty: 3536.412354
	Iteration 19Q: 3 clusters Score -6692798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -6692801.500000 Penalty: 3536.412354
	Iteration 20F: 3 clusters Score -6692802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -6692797.500000 Penalty: 3536.412354
	Iteration 21Q: 3 clusters Score -6692798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -6692797.500000 Penalty: 3536.412354
	Iteration 22F: 3 clusters Score -6692798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (62418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Entering Unmasked Estep 
Score: -7723703.500000 Penalty: 1794.261475
	Iteration 0F: 2 clusters Score -7723704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -7683095.500000 Penalty: 3588.522949
	Iteration 0F: 3 clusters Score -7683096 nChanged 29480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -7699832.500000 Penalty: 3588.522949
	Iteration 1F: 3 clusters Score -7699832 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -7700572.500000 Penalty: 3588.522949
	Iteration 2Q: 3 clusters Score -7700572 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -7701576.500000 Penalty: 3588.522949
	Iteration 3Q: 3 clusters Score -7701576 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -7703509.500000 Penalty: 3588.522949
	Iteration 4F: 3 clusters Score -7703510 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -7706729.500000 Penalty: 3588.522949
	Iteration 5F: 3 clusters Score -7706730 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -7711621.000000 Penalty: 3588.522949
	Iteration 6F: 3 clusters Score -7711621 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -7716784.500000 Penalty: 3588.522949
	Iteration 7F: 3 clusters Score -7716784 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 52073 members 
Entering Unmasked Estep 
Score: -7720634.500000 Penalty: 3588.522949
	Iteration 8F: 3 clusters Score -7720634 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -7722472.000000 Penalty: 3588.522949
	Iteration 9Q: 3 clusters Score -7722472 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -7723030.000000 Penalty: 3588.522949
	Iteration 10Q: 3 clusters Score -7723030 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -7723285.500000 Penalty: 3588.522949
	Iteration 11Q: 3 clusters Score -7723286 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -7723347.500000 Penalty: 3588.522949
	Iteration 12Q: 3 clusters Score -7723348 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -7723402.000000 Penalty: 3588.522949
	Iteration 13Q: 3 clusters Score -7723402 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -7723427.500000 Penalty: 3588.522949
	Iteration 14Q: 3 clusters Score -7723428 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -7723436.000000 Penalty: 3588.522949
	Iteration 15Q: 3 clusters Score -7723436 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 57519 members 
Entering Unmasked Estep 
Score: -7723434.000000 Penalty: 3588.522949
	Iteration 16Q: 3 clusters Score -7723434 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -7723437.000000 Penalty: 3588.522949
	Iteration 17Q: 3 clusters Score -7723437 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -7723431.500000 Penalty: 3588.522949
	Iteration 18Q: 3 clusters Score -7723432 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -7723411.500000 Penalty: 3588.522949
	Iteration 19Q: 3 clusters Score -7723412 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
Score: -7723389.000000 Penalty: 3588.522949
	Iteration 20F: 3 clusters Score -7723389 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 58670 members 
Entering Unmasked Estep 
Score: -7723346.500000 Penalty: 3588.522949
	Iteration 21Q: 3 clusters Score -7723346 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -7723338.000000 Penalty: 3588.522949
	Iteration 22Q: 3 clusters Score -7723338 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -7723337.000000 Penalty: 3588.522949
	Iteration 23Q: 3 clusters Score -7723337 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 59080 members 
Entering Unmasked Estep 
Score: -7723304.000000 Penalty: 3588.522949
	Iteration 24Q: 3 clusters Score -7723304 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -7723289.500000 Penalty: 3588.522949
	Iteration 25Q: 3 clusters Score -7723290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -7723296.500000 Penalty: 3588.522949
	Iteration 26Q: 3 clusters Score -7723296 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -7723302.500000 Penalty: 3588.522949
	Iteration 27Q: 3 clusters Score -7723302 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 59426 members 
Entering Unmasked Estep 
Score: -7723299.000000 Penalty: 3588.522949
	Iteration 28Q: 3 clusters Score -7723299 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 59513 members 
Entering Unmasked Estep 
Score: -7723279.500000 Penalty: 3588.522949
	Iteration 29Q: 3 clusters Score -7723280 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 59588 members 
Entering Unmasked Estep 
Score: -7723275.000000 Penalty: 3588.522949
	Iteration 30Q: 3 clusters Score -7723275 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -7723250.500000 Penalty: 3588.522949
	Iteration 31Q: 3 clusters Score -7723250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -7723259.500000 Penalty: 3588.522949
	Iteration 32Q: 3 clusters Score -7723260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -7723256.000000 Penalty: 3588.522949
	Iteration 33Q: 3 clusters Score -7723256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -7723248.000000 Penalty: 3588.522949
	Iteration 34Q: 3 clusters Score -7723248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -7723238.000000 Penalty: 3588.522949
	Iteration 35Q: 3 clusters Score -7723238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -7723234.500000 Penalty: 3588.522949
	Iteration 36Q: 3 clusters Score -7723234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -7723224.500000 Penalty: 3588.522949
	Iteration 37Q: 3 clusters Score -7723224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -7723217.500000 Penalty: 3588.522949
	Iteration 38Q: 3 clusters Score -7723218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
Score: -7723218.000000 Penalty: 3588.522949
	Iteration 39Q: 3 clusters Score -7723218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -7723199.500000 Penalty: 3588.522949
	Iteration 40F: 3 clusters Score -7723200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 59921 members 
Entering Unmasked Estep 
Score: -7723196.500000 Penalty: 3588.522949
	Iteration 41Q: 3 clusters Score -7723196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 59929 members 
Entering Unmasked Estep 
Score: -7723194.500000 Penalty: 3588.522949
	Iteration 42Q: 3 clusters Score -7723194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -7723199.000000 Penalty: 3588.522949
	Iteration 43Q: 3 clusters Score -7723199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -7723196.000000 Penalty: 3588.522949
	Iteration 44Q: 3 clusters Score -7723196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 59964 members 
Entering Unmasked Estep 
Score: -7723206.500000 Penalty: 3588.522949
	Iteration 45Q: 3 clusters Score -7723206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -7723207.000000 Penalty: 3588.522949
	Iteration 46Q: 3 clusters Score -7723207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -7723197.500000 Penalty: 3588.522949
	Iteration 47Q: 3 clusters Score -7723198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -7723199.000000 Penalty: 3588.522949
	Iteration 48Q: 3 clusters Score -7723199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -7723203.500000 Penalty: 3588.522949
	Iteration 49Q: 3 clusters Score -7723204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -7723207.500000 Penalty: 3588.522949
	Iteration 50Q: 3 clusters Score -7723208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
Score: -7723214.500000 Penalty: 3588.522949
	Iteration 51Q: 3 clusters Score -7723214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -7723200.500000 Penalty: 3588.522949
	Iteration 52Q: 3 clusters Score -7723200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
Score: -7723199.500000 Penalty: 3588.522949
	Iteration 53Q: 3 clusters Score -7723200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -7723194.000000 Penalty: 3588.522949
	Iteration 54Q: 3 clusters Score -7723194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 60066 members 
Entering Unmasked Estep 
Score: -7723192.000000 Penalty: 3588.522949
	Iteration 55Q: 3 clusters Score -7723192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -7723192.500000 Penalty: 3588.522949
	Iteration 56Q: 3 clusters Score -7723192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -7723196.500000 Penalty: 3588.522949
	Iteration 57Q: 3 clusters Score -7723196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -7723190.000000 Penalty: 3588.522949
	Iteration 58Q: 3 clusters Score -7723190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -7723189.000000 Penalty: 3588.522949
	Iteration 59Q: 3 clusters Score -7723189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -7723191.000000 Penalty: 3588.522949
	Iteration 60F: 3 clusters Score -7723191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 60084 members 
Entering Unmasked Estep 
Score: -7723191.500000 Penalty: 3588.522949
	Iteration 61Q: 3 clusters Score -7723192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -7723197.500000 Penalty: 3588.522949
	Iteration 62Q: 3 clusters Score -7723198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 60086 members 
Entering Unmasked Estep 
Score: -7723196.500000 Penalty: 3588.522949
	Iteration 63Q: 3 clusters Score -7723196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -7723198.000000 Penalty: 3588.522949
	Iteration 64Q: 3 clusters Score -7723198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -7723202.500000 Penalty: 3588.522949
	Iteration 65Q: 3 clusters Score -7723202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 60091 members 
Entering Unmasked Estep 
Score: -7723201.000000 Penalty: 3588.522949
	Iteration 66Q: 3 clusters Score -7723201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -7723193.000000 Penalty: 3588.522949
	Iteration 67Q: 3 clusters Score -7723193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 60096 members 
Entering Unmasked Estep 
Score: -7723192.500000 Penalty: 3588.522949
	Iteration 68Q: 3 clusters Score -7723192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -7723188.000000 Penalty: 3588.522949
	Iteration 69Q: 3 clusters Score -7723188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -7723192.500000 Penalty: 3588.522949
	Iteration 70Q: 3 clusters Score -7723192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 60099 members 
Entering Unmasked Estep 
Score: -7723192.000000 Penalty: 3588.522949
	Iteration 71Q: 3 clusters Score -7723192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -7723196.500000 Penalty: 3588.522949
	Iteration 72Q: 3 clusters Score -7723196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 60103 members 
Entering Unmasked Estep 
Score: -7723189.000000 Penalty: 3588.522949
	Iteration 73Q: 3 clusters Score -7723189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
Score: -7723193.000000 Penalty: 3588.522949
	Iteration 74Q: 3 clusters Score -7723193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 60109 members 
Entering Unmasked Estep 
Score: -7723189.000000 Penalty: 3588.522949
	Iteration 75Q: 3 clusters Score -7723189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -7723195.500000 Penalty: 3588.522949
	Iteration 76Q: 3 clusters Score -7723196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -7723193.000000 Penalty: 3588.522949
	Iteration 77Q: 3 clusters Score -7723193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -7723193.000000 Penalty: 3588.522949
	Iteration 78F: 3 clusters Score -7723193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56142.101562 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -55240.152344 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55240.15 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55330.996094 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55354.078125 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55354.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55365.058594 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55365.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55368.785156 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55368.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -55372.695312 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55372.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -55372.695312 Penalty: 1890.561035
	Iteration 6F: 3 clusters Score -55372.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (71827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71827 members 
Entering Unmasked Estep 
Score: -8940159.000000 Penalty: 1817.077515
	Iteration 0F: 2 clusters Score -8940159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -8893515.000000 Penalty: 3634.155029
	Iteration 0F: 3 clusters Score -8893515 nChanged 34017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -8912956.000000 Penalty: 3634.155029
	Iteration 1F: 3 clusters Score -8912956 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -8913709.000000 Penalty: 3634.155029
	Iteration 2Q: 3 clusters Score -8913709 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -8914733.000000 Penalty: 3634.155029
	Iteration 3Q: 3 clusters Score -8914733 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -8916188.000000 Penalty: 3634.155029
	Iteration 4Q: 3 clusters Score -8916188 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -8918570.000000 Penalty: 3634.155029
	Iteration 5F: 3 clusters Score -8918570 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -8922217.000000 Penalty: 3634.155029
	Iteration 6F: 3 clusters Score -8922217 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -8926862.000000 Penalty: 3634.155029
	Iteration 7F: 3 clusters Score -8926862 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -8931541.000000 Penalty: 3634.155029
	Iteration 8F: 3 clusters Score -8931541 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67823 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -8935182.000000 Penalty: 3634.155029
	Iteration 9F: 3 clusters Score -8935182 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70064 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8937130.000000 Penalty: 3634.155029
	Iteration 10Q: 3 clusters Score -8937130 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8937987.000000 Penalty: 3634.155029
	Iteration 11Q: 3 clusters Score -8937987 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8938286.000000 Penalty: 3634.155029
	Iteration 12Q: 3 clusters Score -8938286 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8938427.000000 Penalty: 3634.155029
	Iteration 13Q: 3 clusters Score -8938427 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71591 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8938484.000000 Penalty: 3634.155029
	Iteration 14Q: 3 clusters Score -8938484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71605 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8938523.000000 Penalty: 3634.155029
	Iteration 15Q: 3 clusters Score -8938523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71616 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8938536.000000 Penalty: 3634.155029
	Iteration 16Q: 3 clusters Score -8938536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8938551.000000 Penalty: 3634.155029
	Iteration 17Q: 3 clusters Score -8938551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71626 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8938548.000000 Penalty: 3634.155029
	Iteration 18Q: 3 clusters Score -8938548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71625 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8938555.000000 Penalty: 3634.155029
	Iteration 19Q: 3 clusters Score -8938555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71625 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8938564.000000 Penalty: 3634.155029
	Iteration 20F: 3 clusters Score -8938564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71628 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8938557.000000 Penalty: 3634.155029
	Iteration 21Q: 3 clusters Score -8938557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8938566.000000 Penalty: 3634.155029
	Iteration 22Q: 3 clusters Score -8938566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8938563.000000 Penalty: 3634.155029
	Iteration 23Q: 3 clusters Score -8938563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8938563.000000 Penalty: 3634.155029
	Iteration 24F: 3 clusters Score -8938563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (75567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75567 members 
Entering Unmasked Estep 
Score: -9343289.000000 Penalty: 1825.325928
	Iteration 0F: 2 clusters Score -9343289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -9294737.000000 Penalty: 3650.651855
	Iteration 0F: 3 clusters Score -9294737 nChanged 35832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -9315035.000000 Penalty: 3650.651855
	Iteration 1F: 3 clusters Score -9315035 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -9315719.000000 Penalty: 3650.651855
	Iteration 2Q: 3 clusters Score -9315719 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -9316749.000000 Penalty: 3650.651855
	Iteration 3Q: 3 clusters Score -9316749 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -9318629.000000 Penalty: 3650.651855
	Iteration 4Q: 3 clusters Score -9318629 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -9321939.000000 Penalty: 3650.651855
	Iteration 5F: 3 clusters Score -9321939 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 58683 members 
Entering Unmasked Estep 
Score: -9327001.000000 Penalty: 3650.651855
	Iteration 6F: 3 clusters Score -9327001 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -9332574.000000 Penalty: 3650.651855
	Iteration 7F: 3 clusters Score -9332574 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 69530 members 
Entering Unmasked Estep 
Score: -9336799.000000 Penalty: 3650.651855
	Iteration 8F: 3 clusters Score -9336799 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 72341 members 
Entering Unmasked Estep 
Score: -9339221.000000 Penalty: 3650.651855
	Iteration 9Q: 3 clusters Score -9339221 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 73798 members 
Entering Unmasked Estep 
Score: -9340529.000000 Penalty: 3650.651855
	Iteration 10Q: 3 clusters Score -9340529 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 74465 members 
Entering Unmasked Estep 
Score: -9341022.000000 Penalty: 3650.651855
	Iteration 11Q: 3 clusters Score -9341022 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -9341276.000000 Penalty: 3650.651855
	Iteration 12Q: 3 clusters Score -9341276 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 74954 members 
Entering Unmasked Estep 
Score: -9341403.000000 Penalty: 3650.651855
	Iteration 13Q: 3 clusters Score -9341403 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -9341496.000000 Penalty: 3650.651855
	Iteration 14Q: 3 clusters Score -9341496 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 75097 members 
Entering Unmasked Estep 
Score: -9341533.000000 Penalty: 3650.651855
	Iteration 15Q: 3 clusters Score -9341533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 75124 members 
Entering Unmasked Estep 
Score: -9341554.000000 Penalty: 3650.651855
	Iteration 16Q: 3 clusters Score -9341554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 75143 members 
Entering Unmasked Estep 
Score: -9341561.000000 Penalty: 3650.651855
	Iteration 17Q: 3 clusters Score -9341561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -9341585.000000 Penalty: 3650.651855
	Iteration 18Q: 3 clusters Score -9341585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 75164 members 
Entering Unmasked Estep 
Score: -9341588.000000 Penalty: 3650.651855
	Iteration 19Q: 3 clusters Score -9341588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 75174 members 
Entering Unmasked Estep 
Score: -9341596.000000 Penalty: 3650.651855
	Iteration 20F: 3 clusters Score -9341596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 75173 members 
Entering Unmasked Estep 
Score: -9341615.000000 Penalty: 3650.651855
	Iteration 21Q: 3 clusters Score -9341615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 75181 members 
Entering Unmasked Estep 
Score: -9341615.000000 Penalty: 3650.651855
	Iteration 22Q: 3 clusters Score -9341615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 75181 members 
Entering Unmasked Estep 
Score: -9341619.000000 Penalty: 3650.651855
	Iteration 23Q: 3 clusters Score -9341619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 75182 members 
Entering Unmasked Estep 
Score: -9341631.000000 Penalty: 3650.651855
	Iteration 24Q: 3 clusters Score -9341631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 75185 members 
Entering Unmasked Estep 
Score: -9341632.000000 Penalty: 3650.651855
	Iteration 25Q: 3 clusters Score -9341632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 75190 members 
Entering Unmasked Estep 
Score: -9341644.000000 Penalty: 3650.651855
	Iteration 26Q: 3 clusters Score -9341644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 75196 members 
Entering Unmasked Estep 
Score: -9341660.000000 Penalty: 3650.651855
	Iteration 27Q: 3 clusters Score -9341660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -9341679.000000 Penalty: 3650.651855
	Iteration 28Q: 3 clusters Score -9341679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 75207 members 
Entering Unmasked Estep 
Score: -9341675.000000 Penalty: 3650.651855
	Iteration 29Q: 3 clusters Score -9341675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -9341676.000000 Penalty: 3650.651855
	Iteration 30Q: 3 clusters Score -9341676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -9341679.000000 Penalty: 3650.651855
	Iteration 31Q: 3 clusters Score -9341679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 75217 members 
Entering Unmasked Estep 
Score: -9341681.000000 Penalty: 3650.651855
	Iteration 32Q: 3 clusters Score -9341681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 75219 members 
Entering Unmasked Estep 
Score: -9341680.000000 Penalty: 3650.651855
	Iteration 33Q: 3 clusters Score -9341680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -9341678.000000 Penalty: 3650.651855
	Iteration 34Q: 3 clusters Score -9341678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 75222 members 
Entering Unmasked Estep 
Score: -9341684.000000 Penalty: 3650.651855
	Iteration 35Q: 3 clusters Score -9341684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -9341682.000000 Penalty: 3650.651855
	Iteration 36Q: 3 clusters Score -9341682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -9341682.000000 Penalty: 3650.651855
	Iteration 37F: 3 clusters Score -9341682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -110742.929688 Penalty: 1105.749878
	Iteration 0F: 2 clusters Score -110742.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -109345.976562 Penalty: 2211.499756
	Iteration 0F: 3 clusters Score -109346 nChanged 259
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: -109572.742188 Penalty: 2211.499756
	Iteration 1F: 3 clusters Score -109572.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -109634.101562 Penalty: 2211.499756
	Iteration 2F: 3 clusters Score -109634.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -109674.828125 Penalty: 2211.499756
	Iteration 3Q: 3 clusters Score -109674.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -109695.992188 Penalty: 2211.499756
	Iteration 4Q: 3 clusters Score -109696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -109709.179688 Penalty: 2211.499756
	Iteration 5Q: 3 clusters Score -109709.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -109725.195312 Penalty: 2211.499756
	Iteration 6Q: 3 clusters Score -109725.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -109731.890625 Penalty: 2211.499756
	Iteration 7Q: 3 clusters Score -109731.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -109735.281250 Penalty: 2211.499756
	Iteration 8Q: 3 clusters Score -109735.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -109738.531250 Penalty: 2211.499756
	Iteration 9Q: 3 clusters Score -109738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -109739.500000 Penalty: 2211.499756
	Iteration 10Q: 3 clusters Score -109739.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -109739.968750 Penalty: 2211.499756
	Iteration 11Q: 3 clusters Score -109740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -109739.968750 Penalty: 2211.499756
	Iteration 12F: 3 clusters Score -109740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 26361 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 38216 members 
Mstep: Class 5 contains 43427 members 
Mstep: Class 6 contains 75919 members 
Mstep: Class 7 contains 3425 members 
Mstep: Class 9 contains 68750 members 
Mstep: Class 10 contains 34881 members 
Mstep: Class 11 contains 55640 members 
Mstep: Class 12 contains 3757 members 
Mstep: Class 13 contains 53171 members 
Mstep: Class 14 contains 62418 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71827 members 
Mstep: Class 19 contains 75567 members 
Mstep: Class 20 contains 902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579296.000000 Penalty: 36850.429688
Iteration 119Q: 18 clusters Score -7.55793e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 26347 members 
Mstep: Class 3 contains 4610 members 
Mstep: Class 4 contains 38108 members 
Mstep: Class 5 contains 43392 members 
Mstep: Class 6 contains 75602 members 
Mstep: Class 7 contains 3418 members 
Mstep: Class 9 contains 68599 members 
Mstep: Class 10 contains 34647 members 
Mstep: Class 11 contains 54971 members 
Mstep: Class 12 contains 3756 members 
Mstep: Class 13 contains 55225 members 
Mstep: Class 14 contains 62064 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71684 members 
Mstep: Class 19 contains 75541 members 
Mstep: Class 20 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579576.000000 Penalty: 36850.429688
Iteration 120F: 18 clusters Score -7.557958e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 26348 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 37971 members 
Mstep: Class 5 contains 43357 members 
Mstep: Class 6 contains 75272 members 
Mstep: Class 7 contains 3412 members 
Mstep: Class 9 contains 68365 members 
Mstep: Class 10 contains 34316 members 
Mstep: Class 11 contains 54262 members 
Mstep: Class 12 contains 3755 members 
Mstep: Class 13 contains 57774 members 
Mstep: Class 14 contains 61523 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71471 members 
Mstep: Class 19 contains 75534 members 
Mstep: Class 20 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75580040.000000 Penalty: 36850.429688
Iteration 121Q: 18 clusters Score -7.558004e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 26363 members 
Mstep: Class 3 contains 4623 members 
Mstep: Class 4 contains 37829 members 
Mstep: Class 5 contains 43302 members 
Mstep: Class 6 contains 74824 members 
Mstep: Class 7 contains 3400 members 
Mstep: Class 9 contains 68117 members 
Mstep: Class 10 contains 33987 members 
Mstep: Class 11 contains 53581 members 
Mstep: Class 12 contains 3751 members 
Mstep: Class 13 contains 60430 members 
Mstep: Class 14 contains 60861 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71292 members 
Mstep: Class 19 contains 75626 members 
Mstep: Class 20 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75580328.000000 Penalty: 36850.429688
Iteration 122Q: 18 clusters Score -7.558033e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 26390 members 
Mstep: Class 3 contains 4619 members 
Mstep: Class 4 contains 37692 members 
Mstep: Class 5 contains 43235 members 
Mstep: Class 6 contains 74358 members 
Mstep: Class 7 contains 3375 members 
Mstep: Class 9 contains 67837 members 
Mstep: Class 10 contains 33685 members 
Mstep: Class 11 contains 52992 members 
Mstep: Class 12 contains 3750 members 
Mstep: Class 13 contains 62992 members 
Mstep: Class 14 contains 60152 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71120 members 
Mstep: Class 19 contains 75796 members 
Mstep: Class 20 contains 880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75580424.000000 Penalty: 36850.429688
Iteration 123Q: 18 clusters Score -7.558042e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 26403 members 
Mstep: Class 3 contains 4612 members 
Mstep: Class 4 contains 37581 members 
Mstep: Class 5 contains 43151 members 
Mstep: Class 6 contains 73906 members 
Mstep: Class 7 contains 3356 members 
Mstep: Class 9 contains 67574 members 
Mstep: Class 10 contains 33380 members 
Mstep: Class 11 contains 52456 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 65526 members 
Mstep: Class 14 contains 59370 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 70928 members 
Mstep: Class 19 contains 76019 members 
Mstep: Class 20 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75580512.000000 Penalty: 36850.429688
Iteration 124Q: 18 clusters Score -7.558051e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 26420 members 
Mstep: Class 3 contains 4611 members 
Mstep: Class 4 contains 37494 members 
Mstep: Class 5 contains 43087 members 
Mstep: Class 6 contains 73454 members 
Mstep: Class 7 contains 3353 members 
Mstep: Class 9 contains 67325 members 
Mstep: Class 10 contains 33099 members 
Mstep: Class 11 contains 51926 members 
Mstep: Class 12 contains 3746 members 
Mstep: Class 13 contains 67981 members 
Mstep: Class 14 contains 58448 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 70783 members 
Mstep: Class 19 contains 76300 members 
Mstep: Class 20 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579824.000000 Penalty: 36850.429688
Iteration 125Q: 18 clusters Score -7.557982e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 26416 members 
Mstep: Class 3 contains 4607 members 
Mstep: Class 4 contains 37410 members 
Mstep: Class 5 contains 43054 members 
Mstep: Class 6 contains 73062 members 
Mstep: Class 7 contains 3350 members 
Mstep: Class 9 contains 67125 members 
Mstep: Class 10 contains 32858 members 
Mstep: Class 11 contains 51422 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 70364 members 
Mstep: Class 14 contains 57360 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 70658 members 
Mstep: Class 19 contains 76609 members 
Mstep: Class 20 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579624.000000 Penalty: 36850.429688
Iteration 126Q: 18 clusters Score -7.557962e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 26394 members 
Mstep: Class 3 contains 4604 members 
Mstep: Class 4 contains 37352 members 
Mstep: Class 5 contains 43042 members 
Mstep: Class 6 contains 72725 members 
Mstep: Class 7 contains 3355 members 
Mstep: Class 9 contains 67044 members 
Mstep: Class 10 contains 32633 members 
Mstep: Class 11 contains 50953 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 72485 members 
Mstep: Class 14 contains 56112 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 70638 members 
Mstep: Class 19 contains 76968 members 
Mstep: Class 20 contains 861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579432.000000 Penalty: 36850.429688
Iteration 127Q: 18 clusters Score -7.557943e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 26356 members 
Mstep: Class 3 contains 4604 members 
Mstep: Class 4 contains 37323 members 
Mstep: Class 5 contains 43046 members 
Mstep: Class 6 contains 72563 members 
Mstep: Class 7 contains 3376 members 
Mstep: Class 9 contains 67065 members 
Mstep: Class 10 contains 32418 members 
Mstep: Class 11 contains 50543 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 74304 members 
Mstep: Class 14 contains 54696 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 70702 members 
Mstep: Class 19 contains 77319 members 
Mstep: Class 20 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578776.000000 Penalty: 36850.429688
Iteration 128Q: 18 clusters Score -7.557878e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 26339 members 
Mstep: Class 3 contains 4598 members 
Mstep: Class 4 contains 37307 members 
Mstep: Class 5 contains 43108 members 
Mstep: Class 6 contains 72478 members 
Mstep: Class 7 contains 3441 members 
Mstep: Class 9 contains 67196 members 
Mstep: Class 10 contains 32263 members 
Mstep: Class 11 contains 50205 members 
Mstep: Class 12 contains 3740 members 
Mstep: Class 13 contains 75727 members 
Mstep: Class 14 contains 53092 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 70861 members 
Mstep: Class 19 contains 77717 members 
Mstep: Class 20 contains 852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578192.000000 Penalty: 36850.429688
Iteration 129Q: 18 clusters Score -7.557819e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 26327 members 
Mstep: Class 3 contains 4596 members 
Mstep: Class 4 contains 37361 members 
Mstep: Class 5 contains 43211 members 
Mstep: Class 6 contains 72461 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 9 contains 67393 members 
Mstep: Class 10 contains 32191 members 
Mstep: Class 11 contains 49991 members 
Mstep: Class 12 contains 3736 members 
Mstep: Class 13 contains 76732 members 
Mstep: Class 14 contains 51380 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71039 members 
Mstep: Class 19 contains 78151 members 
Mstep: Class 20 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577864.000000 Penalty: 36850.429688
Iteration 130Q: 18 clusters Score -7.557786e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 26307 members 
Mstep: Class 3 contains 4593 members 
Mstep: Class 4 contains 37470 members 
Mstep: Class 5 contains 43333 members 
Mstep: Class 6 contains 72583 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 9 contains 67641 members 
Mstep: Class 10 contains 32198 members 
Mstep: Class 11 contains 49909 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 77312 members 
Mstep: Class 14 contains 49603 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71249 members 
Mstep: Class 19 contains 78581 members 
Mstep: Class 20 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577104.000000 Penalty: 36850.429688
Iteration 131Q: 18 clusters Score -7.55771e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 26278 members 
Mstep: Class 3 contains 4594 members 
Mstep: Class 4 contains 37588 members 
Mstep: Class 5 contains 43476 members 
Mstep: Class 6 contains 72835 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 9 contains 67975 members 
Mstep: Class 10 contains 32231 members 
Mstep: Class 11 contains 49942 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 77516 members 
Mstep: Class 14 contains 47808 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71492 members 
Mstep: Class 19 contains 78970 members 
Mstep: Class 20 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576304.000000 Penalty: 36850.429688
Iteration 132Q: 18 clusters Score -7.55763e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26253 members 
Mstep: Class 3 contains 4600 members 
Mstep: Class 4 contains 37733 members 
Mstep: Class 5 contains 43615 members 
Mstep: Class 6 contains 73100 members 
Mstep: Class 7 contains 3781 members 
Mstep: Class 9 contains 68381 members 
Mstep: Class 10 contains 32343 members 
Mstep: Class 11 contains 50071 members 
Mstep: Class 12 contains 3720 members 
Mstep: Class 13 contains 77165 members 
Mstep: Class 14 contains 46160 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71782 members 
Mstep: Class 19 contains 79396 members 
Mstep: Class 20 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575376.000000 Penalty: 36850.429688
Iteration 133Q: 18 clusters Score -7.557538e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26247 members 
Mstep: Class 3 contains 4606 members 
Mstep: Class 4 contains 37910 members 
Mstep: Class 5 contains 43748 members 
Mstep: Class 6 contains 73404 members 
Mstep: Class 7 contains 3913 members 
Mstep: Class 9 contains 68821 members 
Mstep: Class 10 contains 32478 members 
Mstep: Class 11 contains 50267 members 
Mstep: Class 12 contains 3713 members 
Mstep: Class 13 contains 76305 members 
Mstep: Class 14 contains 44768 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72051 members 
Mstep: Class 19 contains 79872 members 
Mstep: Class 20 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574536.000000 Penalty: 36850.429688
Iteration 134Q: 18 clusters Score -7.557454e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 26255 members 
Mstep: Class 3 contains 4612 members 
Mstep: Class 4 contains 38099 members 
Mstep: Class 5 contains 43874 members 
Mstep: Class 6 contains 73731 members 
Mstep: Class 7 contains 4062 members 
Mstep: Class 9 contains 69201 members 
Mstep: Class 10 contains 32632 members 
Mstep: Class 11 contains 50508 members 
Mstep: Class 12 contains 3707 members 
Mstep: Class 13 contains 75266 members 
Mstep: Class 14 contains 43397 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72350 members 
Mstep: Class 19 contains 80408 members 
Mstep: Class 20 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573568.000000 Penalty: 36850.429688
Iteration 135Q: 18 clusters Score -7.557357e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 26251 members 
Mstep: Class 3 contains 4610 members 
Mstep: Class 4 contains 38289 members 
Mstep: Class 5 contains 44011 members 
Mstep: Class 6 contains 74123 members 
Mstep: Class 7 contains 4220 members 
Mstep: Class 9 contains 69496 members 
Mstep: Class 10 contains 32811 members 
Mstep: Class 11 contains 50838 members 
Mstep: Class 12 contains 3700 members 
Mstep: Class 13 contains 73902 members 
Mstep: Class 14 contains 42197 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72647 members 
Mstep: Class 19 contains 81011 members 
Mstep: Class 20 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573488.000000 Penalty: 36850.429688
Iteration 136Q: 18 clusters Score -7.557349e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 26217 members 
Mstep: Class 3 contains 4608 members 
Mstep: Class 4 contains 38464 members 
Mstep: Class 5 contains 44167 members 
Mstep: Class 6 contains 74581 members 
Mstep: Class 7 contains 4392 members 
Mstep: Class 9 contains 69767 members 
Mstep: Class 10 contains 33026 members 
Mstep: Class 11 contains 51168 members 
Mstep: Class 12 contains 3691 members 
Mstep: Class 13 contains 72235 members 
Mstep: Class 14 contains 41139 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72950 members 
Mstep: Class 19 contains 81703 members 
Mstep: Class 20 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573104.000000 Penalty: 36850.429688
Iteration 137Q: 18 clusters Score -7.55731e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26178 members 
Mstep: Class 3 contains 4614 members 
Mstep: Class 4 contains 38633 members 
Mstep: Class 5 contains 44280 members 
Mstep: Class 6 contains 75023 members 
Mstep: Class 7 contains 4601 members 
Mstep: Class 9 contains 70016 members 
Mstep: Class 10 contains 33231 members 
Mstep: Class 11 contains 51521 members 
Mstep: Class 12 contains 3679 members 
Mstep: Class 13 contains 70460 members 
Mstep: Class 14 contains 40163 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73258 members 
Mstep: Class 19 contains 82449 members 
Mstep: Class 20 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572976.000000 Penalty: 36850.429688
Iteration 138Q: 18 clusters Score -7.557298e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26129 members 
Mstep: Class 3 contains 4620 members 
Mstep: Class 4 contains 38843 members 
Mstep: Class 5 contains 44391 members 
Mstep: Class 6 contains 75443 members 
Mstep: Class 7 contains 4801 members 
Mstep: Class 9 contains 70221 members 
Mstep: Class 10 contains 33440 members 
Mstep: Class 11 contains 51910 members 
Mstep: Class 12 contains 3667 members 
Mstep: Class 13 contains 68600 members 
Mstep: Class 14 contains 39297 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73523 members 
Mstep: Class 19 contains 83218 members 
Mstep: Class 20 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572632.000000 Penalty: 36850.429688
Iteration 139Q: 18 clusters Score -7.557263e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26086 members 
Mstep: Class 3 contains 4623 members 
Mstep: Class 4 contains 39008 members 
Mstep: Class 5 contains 44471 members 
Mstep: Class 6 contains 75813 members 
Mstep: Class 7 contains 5000 members 
Mstep: Class 9 contains 70394 members 
Mstep: Class 10 contains 33672 members 
Mstep: Class 11 contains 52304 members 
Mstep: Class 12 contains 3659 members 
Mstep: Class 13 contains 66869 members 
Mstep: Class 14 contains 38424 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73774 members 
Mstep: Class 19 contains 84010 members 
Mstep: Class 20 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572984.000000 Penalty: 36850.429688
Iteration 140F: 18 clusters Score -7.557298e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 26039 members 
Mstep: Class 3 contains 4620 members 
Mstep: Class 4 contains 39145 members 
Mstep: Class 5 contains 44551 members 
Mstep: Class 6 contains 76130 members 
Mstep: Class 7 contains 5171 members 
Mstep: Class 9 contains 70572 members 
Mstep: Class 10 contains 33899 members 
Mstep: Class 11 contains 52677 members 
Mstep: Class 12 contains 3651 members 
Mstep: Class 13 contains 66172 members 
Mstep: Class 14 contains 36665 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74047 members 
Mstep: Class 19 contains 84773 members 
Mstep: Class 20 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573056.000000 Penalty: 36850.429688
Iteration 141Q: 18 clusters Score -7.557306e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 25983 members 
Mstep: Class 3 contains 4623 members 
Mstep: Class 4 contains 39310 members 
Mstep: Class 5 contains 44643 members 
Mstep: Class 6 contains 76469 members 
Mstep: Class 7 contains 5345 members 
Mstep: Class 9 contains 70816 members 
Mstep: Class 10 contains 34181 members 
Mstep: Class 11 contains 53087 members 
Mstep: Class 12 contains 3645 members 
Mstep: Class 13 contains 65262 members 
Mstep: Class 14 contains 35071 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74352 members 
Mstep: Class 19 contains 85326 members 
Mstep: Class 20 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572976.000000 Penalty: 36850.429688
Iteration 142Q: 18 clusters Score -7.557298e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 25931 members 
Mstep: Class 3 contains 4629 members 
Mstep: Class 4 contains 39490 members 
Mstep: Class 5 contains 44710 members 
Mstep: Class 6 contains 76769 members 
Mstep: Class 7 contains 5505 members 
Mstep: Class 9 contains 71016 members 
Mstep: Class 10 contains 34470 members 
Mstep: Class 11 contains 53543 members 
Mstep: Class 12 contains 3639 members 
Mstep: Class 13 contains 64237 members 
Mstep: Class 14 contains 33671 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74683 members 
Mstep: Class 19 contains 85827 members 
Mstep: Class 20 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573232.000000 Penalty: 36850.429688
Iteration 143Q: 18 clusters Score -7.557323e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 25886 members 
Mstep: Class 3 contains 4646 members 
Mstep: Class 4 contains 39657 members 
Mstep: Class 5 contains 44799 members 
Mstep: Class 6 contains 77055 members 
Mstep: Class 7 contains 5655 members 
Mstep: Class 9 contains 71170 members 
Mstep: Class 10 contains 34753 members 
Mstep: Class 11 contains 53962 members 
Mstep: Class 12 contains 3634 members 
Mstep: Class 13 contains 63172 members 
Mstep: Class 14 contains 32476 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74980 members 
Mstep: Class 19 contains 86279 members 
Mstep: Class 20 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573064.000000 Penalty: 36850.429688
Iteration 144Q: 18 clusters Score -7.557306e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 25848 members 
Mstep: Class 3 contains 4665 members 
Mstep: Class 4 contains 39807 members 
Mstep: Class 5 contains 44866 members 
Mstep: Class 6 contains 77350 members 
Mstep: Class 7 contains 5831 members 
Mstep: Class 9 contains 71338 members 
Mstep: Class 10 contains 35054 members 
Mstep: Class 11 contains 54367 members 
Mstep: Class 12 contains 3629 members 
Mstep: Class 13 contains 62030 members 
Mstep: Class 14 contains 31400 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75239 members 
Mstep: Class 19 contains 86706 members 
Mstep: Class 20 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573344.000000 Penalty: 36850.429688
Iteration 145Q: 18 clusters Score -7.557334e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 25811 members 
Mstep: Class 3 contains 4674 members 
Mstep: Class 4 contains 39956 members 
Mstep: Class 5 contains 44927 members 
Mstep: Class 6 contains 77601 members 
Mstep: Class 7 contains 5994 members 
Mstep: Class 9 contains 71443 members 
Mstep: Class 10 contains 35305 members 
Mstep: Class 11 contains 54773 members 
Mstep: Class 12 contains 3617 members 
Mstep: Class 13 contains 60974 members 
Mstep: Class 14 contains 30456 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75502 members 
Mstep: Class 19 contains 87104 members 
Mstep: Class 20 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573592.000000 Penalty: 36850.429688
Iteration 146Q: 18 clusters Score -7.557359e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 25802 members 
Mstep: Class 3 contains 4683 members 
Mstep: Class 4 contains 40106 members 
Mstep: Class 5 contains 44940 members 
Mstep: Class 6 contains 77804 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 9 contains 71572 members 
Mstep: Class 10 contains 35539 members 
Mstep: Class 11 contains 55128 members 
Mstep: Class 12 contains 3606 members 
Mstep: Class 13 contains 60022 members 
Mstep: Class 14 contains 29639 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75716 members 
Mstep: Class 19 contains 87417 members 
Mstep: Class 20 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573760.000000 Penalty: 36850.429688
Iteration 147Q: 18 clusters Score -7.557376e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 25783 members 
Mstep: Class 3 contains 4695 members 
Mstep: Class 4 contains 40243 members 
Mstep: Class 5 contains 44959 members 
Mstep: Class 6 contains 78038 members 
Mstep: Class 7 contains 6332 members 
Mstep: Class 9 contains 71650 members 
Mstep: Class 10 contains 35795 members 
Mstep: Class 11 contains 55425 members 
Mstep: Class 12 contains 3600 members 
Mstep: Class 13 contains 59150 members 
Mstep: Class 14 contains 28904 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75897 members 
Mstep: Class 19 contains 87674 members 
Mstep: Class 20 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573712.000000 Penalty: 36850.429688
Iteration 148Q: 18 clusters Score -7.557371e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 25764 members 
Mstep: Class 3 contains 4703 members 
Mstep: Class 4 contains 40331 members 
Mstep: Class 5 contains 44951 members 
Mstep: Class 6 contains 78283 members 
Mstep: Class 7 contains 6511 members 
Mstep: Class 9 contains 71685 members 
Mstep: Class 10 contains 36023 members 
Mstep: Class 11 contains 55727 members 
Mstep: Class 12 contains 3593 members 
Mstep: Class 13 contains 58387 members 
Mstep: Class 14 contains 28305 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76034 members 
Mstep: Class 19 contains 87850 members 
Mstep: Class 20 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573360.000000 Penalty: 36850.429688
Iteration 149Q: 18 clusters Score -7.557336e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 25727 members 
Mstep: Class 3 contains 4712 members 
Mstep: Class 4 contains 40376 members 
Mstep: Class 5 contains 44947 members 
Mstep: Class 6 contains 78513 members 
Mstep: Class 7 contains 6649 members 
Mstep: Class 9 contains 71709 members 
Mstep: Class 10 contains 36223 members 
Mstep: Class 11 contains 56023 members 
Mstep: Class 12 contains 3587 members 
Mstep: Class 13 contains 57741 members 
Mstep: Class 14 contains 27797 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76133 members 
Mstep: Class 19 contains 88010 members 
Mstep: Class 20 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573512.000000 Penalty: 36850.429688
Iteration 150Q: 18 clusters Score -7.557351e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 25707 members 
Mstep: Class 3 contains 4725 members 
Mstep: Class 4 contains 40410 members 
Mstep: Class 5 contains 44937 members 
Mstep: Class 6 contains 78698 members 
Mstep: Class 7 contains 6793 members 
Mstep: Class 9 contains 71774 members 
Mstep: Class 10 contains 36412 members 
Mstep: Class 11 contains 56282 members 
Mstep: Class 12 contains 3582 members 
Mstep: Class 13 contains 57180 members 
Mstep: Class 14 contains 27270 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76231 members 
Mstep: Class 19 contains 88145 members 
Mstep: Class 20 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573600.000000 Penalty: 36850.429688
Iteration 151Q: 18 clusters Score -7.55736e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 25679 members 
Mstep: Class 3 contains 4733 members 
Mstep: Class 4 contains 40442 members 
Mstep: Class 5 contains 44936 members 
Mstep: Class 6 contains 78862 members 
Mstep: Class 7 contains 6939 members 
Mstep: Class 9 contains 71811 members 
Mstep: Class 10 contains 36568 members 
Mstep: Class 11 contains 56512 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 13 contains 56639 members 
Mstep: Class 14 contains 26828 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76319 members 
Mstep: Class 19 contains 88300 members 
Mstep: Class 20 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573648.000000 Penalty: 36850.429688
Iteration 152Q: 18 clusters Score -7.557365e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 25643 members 
Mstep: Class 3 contains 4746 members 
Mstep: Class 4 contains 40475 members 
Mstep: Class 5 contains 44926 members 
Mstep: Class 6 contains 78979 members 
Mstep: Class 7 contains 7071 members 
Mstep: Class 9 contains 71807 members 
Mstep: Class 10 contains 36709 members 
Mstep: Class 11 contains 56711 members 
Mstep: Class 12 contains 3577 members 
Mstep: Class 13 contains 56210 members 
Mstep: Class 14 contains 26411 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76386 members 
Mstep: Class 19 contains 88501 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573736.000000 Penalty: 36850.429688
Iteration 153Q: 18 clusters Score -7.557374e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 25607 members 
Mstep: Class 3 contains 4753 members 
Mstep: Class 4 contains 40474 members 
Mstep: Class 5 contains 44930 members 
Mstep: Class 6 contains 79048 members 
Mstep: Class 7 contains 7205 members 
Mstep: Class 9 contains 71796 members 
Mstep: Class 10 contains 36842 members 
Mstep: Class 11 contains 56926 members 
Mstep: Class 12 contains 3575 members 
Mstep: Class 13 contains 55783 members 
Mstep: Class 14 contains 26035 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76426 members 
Mstep: Class 19 contains 88758 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574016.000000 Penalty: 36850.429688
Iteration 154Q: 18 clusters Score -7.557402e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 25561 members 
Mstep: Class 3 contains 4771 members 
Mstep: Class 4 contains 40442 members 
Mstep: Class 5 contains 44937 members 
Mstep: Class 6 contains 79102 members 
Mstep: Class 7 contains 7336 members 
Mstep: Class 9 contains 71765 members 
Mstep: Class 10 contains 36975 members 
Mstep: Class 11 contains 57130 members 
Mstep: Class 12 contains 3571 members 
Mstep: Class 13 contains 55443 members 
Mstep: Class 14 contains 25645 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76451 members 
Mstep: Class 19 contains 89033 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574096.000000 Penalty: 36850.429688
Iteration 155Q: 18 clusters Score -7.55741e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 25509 members 
Mstep: Class 3 contains 4790 members 
Mstep: Class 4 contains 40389 members 
Mstep: Class 5 contains 44930 members 
Mstep: Class 6 contains 79129 members 
Mstep: Class 7 contains 7452 members 
Mstep: Class 9 contains 71725 members 
Mstep: Class 10 contains 37095 members 
Mstep: Class 11 contains 57302 members 
Mstep: Class 12 contains 3569 members 
Mstep: Class 13 contains 55152 members 
Mstep: Class 14 contains 25266 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76502 members 
Mstep: Class 19 contains 89353 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574344.000000 Penalty: 36850.429688
Iteration 156Q: 18 clusters Score -7.557434e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 25452 members 
Mstep: Class 3 contains 4802 members 
Mstep: Class 4 contains 40309 members 
Mstep: Class 5 contains 44906 members 
Mstep: Class 6 contains 79116 members 
Mstep: Class 7 contains 7573 members 
Mstep: Class 9 contains 71699 members 
Mstep: Class 10 contains 37196 members 
Mstep: Class 11 contains 57447 members 
Mstep: Class 12 contains 3566 members 
Mstep: Class 13 contains 54877 members 
Mstep: Class 14 contains 24921 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76528 members 
Mstep: Class 19 contains 89772 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574448.000000 Penalty: 36850.429688
Iteration 157Q: 18 clusters Score -7.557445e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 25409 members 
Mstep: Class 3 contains 4817 members 
Mstep: Class 4 contains 40219 members 
Mstep: Class 5 contains 44885 members 
Mstep: Class 6 contains 79062 members 
Mstep: Class 7 contains 7691 members 
Mstep: Class 9 contains 71672 members 
Mstep: Class 10 contains 37278 members 
Mstep: Class 11 contains 57556 members 
Mstep: Class 12 contains 3565 members 
Mstep: Class 13 contains 54635 members 
Mstep: Class 14 contains 24587 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76538 members 
Mstep: Class 19 contains 90252 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575000.000000 Penalty: 36850.429688
Iteration 158Q: 18 clusters Score -7.5575e+07 nChanged 2145
Entering ConstructFrom: 
Score: -75575000.000000 Penalty: 36850.429688
Entering ConstructFrom: 
Trying to split cluster 1 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -241771.390625 Penalty: 1228.513062
	Iteration 0F: 2 clusters Score -241771.4 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 949 members 
Entering Unmasked Estep 
Score: -239735.546875 Penalty: 2457.026123
	Iteration 0F: 3 clusters Score -239735.5 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -240102.156250 Penalty: 2457.026123
	Iteration 1F: 3 clusters Score -240102.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -240193.937500 Penalty: 2457.026123
	Iteration 2F: 3 clusters Score -240193.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -240236.765625 Penalty: 2457.026123
	Iteration 3Q: 3 clusters Score -240236.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -240259.156250 Penalty: 2457.026123
	Iteration 4Q: 3 clusters Score -240259.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -240276.765625 Penalty: 2457.026123
	Iteration 5Q: 3 clusters Score -240276.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -240294.031250 Penalty: 2457.026123
	Iteration 6Q: 3 clusters Score -240294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -240313.343750 Penalty: 2457.026123
	Iteration 7Q: 3 clusters Score -240313.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -240328.531250 Penalty: 2457.026123
	Iteration 8Q: 3 clusters Score -240328.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -240337.468750 Penalty: 2457.026123
	Iteration 9Q: 3 clusters Score -240337.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -240343.859375 Penalty: 2457.026123
	Iteration 10Q: 3 clusters Score -240343.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -240347.968750 Penalty: 2457.026123
	Iteration 11Q: 3 clusters Score -240348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -240353.500000 Penalty: 2457.026123
	Iteration 12Q: 3 clusters Score -240353.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -240356.859375 Penalty: 2457.026123
	Iteration 13Q: 3 clusters Score -240356.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -240362.187500 Penalty: 2457.026123
	Iteration 14Q: 3 clusters Score -240362.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -240370.218750 Penalty: 2457.026123
	Iteration 15Q: 3 clusters Score -240370.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -240379.453125 Penalty: 2457.026123
	Iteration 16Q: 3 clusters Score -240379.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -240385.484375 Penalty: 2457.026123
	Iteration 17Q: 3 clusters Score -240385.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -240388.375000 Penalty: 2457.026123
	Iteration 18Q: 3 clusters Score -240388.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -240391.453125 Penalty: 2457.026123
	Iteration 19Q: 3 clusters Score -240391.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -240392.109375 Penalty: 2457.026123
	Iteration 20F: 3 clusters Score -240392.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -240392.625000 Penalty: 2457.026123
	Iteration 21Q: 3 clusters Score -240392.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -240392.625000 Penalty: 2457.026123
	Iteration 22F: 3 clusters Score -240392.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Entering Unmasked Estep 
Score: -3050149.500000 Penalty: 1647.926514
	Iteration 0F: 2 clusters Score -3050150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -3033114.000000 Penalty: 3295.853027
	Iteration 0F: 3 clusters Score -3033114 nChanged 11478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3039237.000000 Penalty: 3295.853027
	Iteration 1F: 3 clusters Score -3039237 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3039510.750000 Penalty: 3295.853027
	Iteration 2Q: 3 clusters Score -3039511 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3039757.750000 Penalty: 3295.853027
	Iteration 3Q: 3 clusters Score -3039758 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -3039992.750000 Penalty: 3295.853027
	Iteration 4Q: 3 clusters Score -3039993 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -3040245.250000 Penalty: 3295.853027
	Iteration 5Q: 3 clusters Score -3040245 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3040567.000000 Penalty: 3295.853027
	Iteration 6Q: 3 clusters Score -3040567 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3040942.750000 Penalty: 3295.853027
	Iteration 7Q: 3 clusters Score -3040943 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -3041539.000000 Penalty: 3295.853027
	Iteration 8Q: 3 clusters Score -3041539 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -3042618.750000 Penalty: 3295.853027
	Iteration 9F: 3 clusters Score -3042619 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3044222.750000 Penalty: 3295.853027
	Iteration 10F: 3 clusters Score -3044223 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3045906.750000 Penalty: 3295.853027
	Iteration 11F: 3 clusters Score -3045907 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3047315.250000 Penalty: 3295.853027
	Iteration 12F: 3 clusters Score -3047315 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3048085.250000 Penalty: 3295.853027
	Iteration 13Q: 3 clusters Score -3048085 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3048412.750000 Penalty: 3295.853027
	Iteration 14Q: 3 clusters Score -3048413 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3048577.000000 Penalty: 3295.853027
	Iteration 15Q: 3 clusters Score -3048577 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3048631.000000 Penalty: 3295.853027
	Iteration 16Q: 3 clusters Score -3048631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3048660.000000 Penalty: 3295.853027
	Iteration 17Q: 3 clusters Score -3048660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3048667.500000 Penalty: 3295.853027
	Iteration 18Q: 3 clusters Score -3048668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3048681.000000 Penalty: 3295.853027
	Iteration 19Q: 3 clusters Score -3048681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -3048688.000000 Penalty: 3295.853027
	Iteration 20F: 3 clusters Score -3048688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -3048695.500000 Penalty: 3295.853027
	Iteration 21Q: 3 clusters Score -3048696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -3048709.750000 Penalty: 3295.853027
	Iteration 22Q: 3 clusters Score -3048710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -3048709.750000 Penalty: 3295.853027
	Iteration 23Q: 3 clusters Score -3048710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -3048709.750000 Penalty: 3295.853027
	Iteration 24F: 3 clusters Score -3048710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -596791.937500 Penalty: 1378.355469
	Iteration 0F: 2 clusters Score -596791.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -592846.250000 Penalty: 2756.710938
	Iteration 0F: 3 clusters Score -592846.2 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -593891.875000 Penalty: 2756.710938
	Iteration 1F: 3 clusters Score -593891.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -594057.937500 Penalty: 2756.710938
	Iteration 2F: 3 clusters Score -594057.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -594200.812500 Penalty: 2756.710938
	Iteration 3F: 3 clusters Score -594200.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -594342.125000 Penalty: 2756.710938
	Iteration 4Q: 3 clusters Score -594342.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -594476.437500 Penalty: 2756.710938
	Iteration 5Q: 3 clusters Score -594476.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -594591.687500 Penalty: 2756.710938
	Iteration 6Q: 3 clusters Score -594591.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -594679.250000 Penalty: 2756.710938
	Iteration 7Q: 3 clusters Score -594679.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -594772.187500 Penalty: 2756.710938
	Iteration 8Q: 3 clusters Score -594772.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -594857.937500 Penalty: 2756.710938
	Iteration 9Q: 3 clusters Score -594857.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -594940.500000 Penalty: 2756.710938
	Iteration 10Q: 3 clusters Score -594940.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -595028.187500 Penalty: 2756.710938
	Iteration 11Q: 3 clusters Score -595028.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -595107.000000 Penalty: 2756.710938
	Iteration 12Q: 3 clusters Score -595107 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -595187.062500 Penalty: 2756.710938
	Iteration 13Q: 3 clusters Score -595187.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -595255.625000 Penalty: 2756.710938
	Iteration 14Q: 3 clusters Score -595255.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -595320.062500 Penalty: 2756.710938
	Iteration 15Q: 3 clusters Score -595320.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -595370.375000 Penalty: 2756.710938
	Iteration 16Q: 3 clusters Score -595370.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -595407.000000 Penalty: 2756.710938
	Iteration 17Q: 3 clusters Score -595407 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -595440.687500 Penalty: 2756.710938
	Iteration 18Q: 3 clusters Score -595440.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -595471.250000 Penalty: 2756.710938
	Iteration 19Q: 3 clusters Score -595471.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -595493.500000 Penalty: 2756.710938
	Iteration 20F: 3 clusters Score -595493.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -595507.875000 Penalty: 2756.710938
	Iteration 21Q: 3 clusters Score -595507.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -595526.250000 Penalty: 2756.710938
	Iteration 22Q: 3 clusters Score -595526.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -595539.750000 Penalty: 2756.710938
	Iteration 23Q: 3 clusters Score -595539.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -595550.687500 Penalty: 2756.710938
	Iteration 24Q: 3 clusters Score -595550.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -595556.687500 Penalty: 2756.710938
	Iteration 25Q: 3 clusters Score -595556.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -595564.437500 Penalty: 2756.710938
	Iteration 26Q: 3 clusters Score -595564.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -595566.937500 Penalty: 2756.710938
	Iteration 27Q: 3 clusters Score -595566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -595571.312500 Penalty: 2756.710938
	Iteration 28Q: 3 clusters Score -595571.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -595574.500000 Penalty: 2756.710938
	Iteration 29Q: 3 clusters Score -595574.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -595577.312500 Penalty: 2756.710938
	Iteration 30Q: 3 clusters Score -595577.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -595583.250000 Penalty: 2756.710938
	Iteration 31Q: 3 clusters Score -595583.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -595586.250000 Penalty: 2756.710938
	Iteration 32Q: 3 clusters Score -595586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -595586.375000 Penalty: 2756.710938
	Iteration 33Q: 3 clusters Score -595586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -595587.750000 Penalty: 2756.710938
	Iteration 34Q: 3 clusters Score -595587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -595593.062500 Penalty: 2756.710938
	Iteration 35Q: 3 clusters Score -595593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -595594.562500 Penalty: 2756.710938
	Iteration 36Q: 3 clusters Score -595594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -595595.750000 Penalty: 2756.710938
	Iteration 37Q: 3 clusters Score -595595.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -595595.875000 Penalty: 2756.710938
	Iteration 38Q: 3 clusters Score -595595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -595597.125000 Penalty: 2756.710938
	Iteration 39Q: 3 clusters Score -595597.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -595597.125000 Penalty: 2756.710938
	Iteration 40F: 3 clusters Score -595597.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Entering Unmasked Estep 
Score: -4991607.500000 Penalty: 1722.439941
	Iteration 0F: 2 clusters Score -4991608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -4964831.000000 Penalty: 3444.879883
	Iteration 0F: 3 clusters Score -4964831 nChanged 18595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4975170.500000 Penalty: 3444.879883
	Iteration 1F: 3 clusters Score -4975170 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -4975560.500000 Penalty: 3444.879883
	Iteration 2Q: 3 clusters Score -4975560 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -4975918.500000 Penalty: 3444.879883
	Iteration 3Q: 3 clusters Score -4975918 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -4976238.000000 Penalty: 3444.879883
	Iteration 4Q: 3 clusters Score -4976238 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -4976553.500000 Penalty: 3444.879883
	Iteration 5Q: 3 clusters Score -4976554 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -4976854.500000 Penalty: 3444.879883
	Iteration 6Q: 3 clusters Score -4976854 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -4977237.000000 Penalty: 3444.879883
	Iteration 7Q: 3 clusters Score -4977237 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -4977692.500000 Penalty: 3444.879883
	Iteration 8Q: 3 clusters Score -4977692 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -4978280.000000 Penalty: 3444.879883
	Iteration 9Q: 3 clusters Score -4978280 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -4979070.000000 Penalty: 3444.879883
	Iteration 10Q: 3 clusters Score -4979070 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -4980236.500000 Penalty: 3444.879883
	Iteration 11Q: 3 clusters Score -4980236 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -4981658.500000 Penalty: 3444.879883
	Iteration 12F: 3 clusters Score -4981658 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -4983130.500000 Penalty: 3444.879883
	Iteration 13F: 3 clusters Score -4983130 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -4984165.000000 Penalty: 3444.879883
	Iteration 14Q: 3 clusters Score -4984165 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -4984617.500000 Penalty: 3444.879883
	Iteration 15Q: 3 clusters Score -4984618 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -4984889.000000 Penalty: 3444.879883
	Iteration 16Q: 3 clusters Score -4984889 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -4985098.000000 Penalty: 3444.879883
	Iteration 17Q: 3 clusters Score -4985098 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -4985255.000000 Penalty: 3444.879883
	Iteration 18Q: 3 clusters Score -4985255 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -4985370.000000 Penalty: 3444.879883
	Iteration 19Q: 3 clusters Score -4985370 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -4985507.000000 Penalty: 3444.879883
	Iteration 20F: 3 clusters Score -4985507 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -4985630.500000 Penalty: 3444.879883
	Iteration 21Q: 3 clusters Score -4985630 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -4985738.500000 Penalty: 3444.879883
	Iteration 22Q: 3 clusters Score -4985738 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -4985852.500000 Penalty: 3444.879883
	Iteration 23Q: 3 clusters Score -4985852 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -4985977.500000 Penalty: 3444.879883
	Iteration 24Q: 3 clusters Score -4985978 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -4986086.000000 Penalty: 3444.879883
	Iteration 25Q: 3 clusters Score -4986086 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -4986188.500000 Penalty: 3444.879883
	Iteration 26Q: 3 clusters Score -4986188 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -4986290.500000 Penalty: 3444.879883
	Iteration 27Q: 3 clusters Score -4986290 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -4986397.000000 Penalty: 3444.879883
	Iteration 28Q: 3 clusters Score -4986397 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -4986517.000000 Penalty: 3444.879883
	Iteration 29Q: 3 clusters Score -4986517 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -4986639.500000 Penalty: 3444.879883
	Iteration 30Q: 3 clusters Score -4986640 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -4986743.000000 Penalty: 3444.879883
	Iteration 31Q: 3 clusters Score -4986743 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -4986860.500000 Penalty: 3444.879883
	Iteration 32Q: 3 clusters Score -4986860 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -4987025.500000 Penalty: 3444.879883
	Iteration 33Q: 3 clusters Score -4987026 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -4987189.500000 Penalty: 3444.879883
	Iteration 34Q: 3 clusters Score -4987190 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -4987325.500000 Penalty: 3444.879883
	Iteration 35Q: 3 clusters Score -4987326 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -4987453.000000 Penalty: 3444.879883
	Iteration 36Q: 3 clusters Score -4987453 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -4987584.000000 Penalty: 3444.879883
	Iteration 37Q: 3 clusters Score -4987584 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -4987710.000000 Penalty: 3444.879883
	Iteration 38Q: 3 clusters Score -4987710 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -4987847.000000 Penalty: 3444.879883
	Iteration 39Q: 3 clusters Score -4987847 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -4988005.500000 Penalty: 3444.879883
	Iteration 40F: 3 clusters Score -4988006 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -4988210.000000 Penalty: 3444.879883
	Iteration 41Q: 3 clusters Score -4988210 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4988372.500000 Penalty: 3444.879883
	Iteration 42Q: 3 clusters Score -4988372 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -4988553.500000 Penalty: 3444.879883
	Iteration 43Q: 3 clusters Score -4988554 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -4988709.000000 Penalty: 3444.879883
	Iteration 44Q: 3 clusters Score -4988709 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -4988879.500000 Penalty: 3444.879883
	Iteration 45Q: 3 clusters Score -4988880 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -4989002.000000 Penalty: 3444.879883
	Iteration 46Q: 3 clusters Score -4989002 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -4989122.000000 Penalty: 3444.879883
	Iteration 47Q: 3 clusters Score -4989122 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -4989272.500000 Penalty: 3444.879883
	Iteration 48Q: 3 clusters Score -4989272 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -4989394.500000 Penalty: 3444.879883
	Iteration 49Q: 3 clusters Score -4989394 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -4989494.500000 Penalty: 3444.879883
	Iteration 50Q: 3 clusters Score -4989494 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -4989584.000000 Penalty: 3444.879883
	Iteration 51Q: 3 clusters Score -4989584 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -4989682.000000 Penalty: 3444.879883
	Iteration 52Q: 3 clusters Score -4989682 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -4989745.000000 Penalty: 3444.879883
	Iteration 53Q: 3 clusters Score -4989745 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -4989799.000000 Penalty: 3444.879883
	Iteration 54Q: 3 clusters Score -4989799 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -4989892.500000 Penalty: 3444.879883
	Iteration 55Q: 3 clusters Score -4989892 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -4989959.000000 Penalty: 3444.879883
	Iteration 56Q: 3 clusters Score -4989959 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -4990027.500000 Penalty: 3444.879883
	Iteration 57Q: 3 clusters Score -4990028 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -4990085.500000 Penalty: 3444.879883
	Iteration 58Q: 3 clusters Score -4990086 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -4990137.000000 Penalty: 3444.879883
	Iteration 59Q: 3 clusters Score -4990137 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -4990174.500000 Penalty: 3444.879883
	Iteration 60F: 3 clusters Score -4990174 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -4990221.000000 Penalty: 3444.879883
	Iteration 61Q: 3 clusters Score -4990221 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -4990252.500000 Penalty: 3444.879883
	Iteration 62Q: 3 clusters Score -4990252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -4990287.500000 Penalty: 3444.879883
	Iteration 63Q: 3 clusters Score -4990288 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -4990302.500000 Penalty: 3444.879883
	Iteration 64Q: 3 clusters Score -4990302 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -4990337.000000 Penalty: 3444.879883
	Iteration 65Q: 3 clusters Score -4990337 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -4990344.000000 Penalty: 3444.879883
	Iteration 66Q: 3 clusters Score -4990344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -4990361.000000 Penalty: 3444.879883
	Iteration 67Q: 3 clusters Score -4990361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -4990369.500000 Penalty: 3444.879883
	Iteration 68Q: 3 clusters Score -4990370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -4990382.000000 Penalty: 3444.879883
	Iteration 69Q: 3 clusters Score -4990382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -4990392.500000 Penalty: 3444.879883
	Iteration 70Q: 3 clusters Score -4990392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -4990391.000000 Penalty: 3444.879883
	Iteration 71Q: 3 clusters Score -4990391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -4990395.000000 Penalty: 3444.879883
	Iteration 72Q: 3 clusters Score -4990395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -4990395.000000 Penalty: 3444.879883
	Iteration 73Q: 3 clusters Score -4990395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -4990402.500000 Penalty: 3444.879883
	Iteration 74Q: 3 clusters Score -4990402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -4990404.000000 Penalty: 3444.879883
	Iteration 75Q: 3 clusters Score -4990404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -4990405.000000 Penalty: 3444.879883
	Iteration 76Q: 3 clusters Score -4990405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -4990402.500000 Penalty: 3444.879883
	Iteration 77Q: 3 clusters Score -4990402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -4990403.500000 Penalty: 3444.879883
	Iteration 78Q: 3 clusters Score -4990404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -4990403.500000 Penalty: 3444.879883
	Iteration 79F: 3 clusters Score -4990404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Entering Unmasked Estep 
Score: -5574530.000000 Penalty: 1740.539429
	Iteration 0F: 2 clusters Score -5574530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -5544579.000000 Penalty: 3481.078857
	Iteration 0F: 3 clusters Score -5544579 nChanged 20920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -5556289.500000 Penalty: 3481.078857
	Iteration 1F: 3 clusters Score -5556290 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -5556747.500000 Penalty: 3481.078857
	Iteration 2Q: 3 clusters Score -5556748 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -5557207.500000 Penalty: 3481.078857
	Iteration 3Q: 3 clusters Score -5557208 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -5557724.500000 Penalty: 3481.078857
	Iteration 4Q: 3 clusters Score -5557724 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -5558312.000000 Penalty: 3481.078857
	Iteration 5Q: 3 clusters Score -5558312 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -5559018.000000 Penalty: 3481.078857
	Iteration 6Q: 3 clusters Score -5559018 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -5559963.500000 Penalty: 3481.078857
	Iteration 7Q: 3 clusters Score -5559964 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -5561166.000000 Penalty: 3481.078857
	Iteration 8Q: 3 clusters Score -5561166 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -5562725.500000 Penalty: 3481.078857
	Iteration 9F: 3 clusters Score -5562726 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -5564522.500000 Penalty: 3481.078857
	Iteration 10F: 3 clusters Score -5564522 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -5566239.500000 Penalty: 3481.078857
	Iteration 11F: 3 clusters Score -5566240 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -5567631.000000 Penalty: 3481.078857
	Iteration 12Q: 3 clusters Score -5567631 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -5568618.000000 Penalty: 3481.078857
	Iteration 13Q: 3 clusters Score -5568618 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -5569327.500000 Penalty: 3481.078857
	Iteration 14Q: 3 clusters Score -5569328 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -5569849.000000 Penalty: 3481.078857
	Iteration 15Q: 3 clusters Score -5569849 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -5570256.000000 Penalty: 3481.078857
	Iteration 16Q: 3 clusters Score -5570256 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -5570653.500000 Penalty: 3481.078857
	Iteration 17Q: 3 clusters Score -5570654 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -5570933.000000 Penalty: 3481.078857
	Iteration 18Q: 3 clusters Score -5570933 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -5571228.000000 Penalty: 3481.078857
	Iteration 19Q: 3 clusters Score -5571228 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -5571490.000000 Penalty: 3481.078857
	Iteration 20F: 3 clusters Score -5571490 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -5571727.500000 Penalty: 3481.078857
	Iteration 21Q: 3 clusters Score -5571728 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -5571952.500000 Penalty: 3481.078857
	Iteration 22Q: 3 clusters Score -5571952 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -5572144.500000 Penalty: 3481.078857
	Iteration 23Q: 3 clusters Score -5572144 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -5572278.000000 Penalty: 3481.078857
	Iteration 24Q: 3 clusters Score -5572278 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -5572402.000000 Penalty: 3481.078857
	Iteration 25Q: 3 clusters Score -5572402 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -5572509.000000 Penalty: 3481.078857
	Iteration 26Q: 3 clusters Score -5572509 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -5572579.500000 Penalty: 3481.078857
	Iteration 27Q: 3 clusters Score -5572580 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -5572654.500000 Penalty: 3481.078857
	Iteration 28Q: 3 clusters Score -5572654 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -5572716.000000 Penalty: 3481.078857
	Iteration 29Q: 3 clusters Score -5572716 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -5572784.500000 Penalty: 3481.078857
	Iteration 30Q: 3 clusters Score -5572784 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -5572825.500000 Penalty: 3481.078857
	Iteration 31Q: 3 clusters Score -5572826 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -5572888.500000 Penalty: 3481.078857
	Iteration 32Q: 3 clusters Score -5572888 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -5572953.500000 Penalty: 3481.078857
	Iteration 33Q: 3 clusters Score -5572954 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5572986.500000 Penalty: 3481.078857
	Iteration 34Q: 3 clusters Score -5572986 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5573016.500000 Penalty: 3481.078857
	Iteration 35Q: 3 clusters Score -5573016 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -5573038.500000 Penalty: 3481.078857
	Iteration 36Q: 3 clusters Score -5573038 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5573067.500000 Penalty: 3481.078857
	Iteration 37Q: 3 clusters Score -5573068 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5573086.000000 Penalty: 3481.078857
	Iteration 38Q: 3 clusters Score -5573086 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5573100.000000 Penalty: 3481.078857
	Iteration 39Q: 3 clusters Score -5573100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5573106.500000 Penalty: 3481.078857
	Iteration 40F: 3 clusters Score -5573106 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -5573110.000000 Penalty: 3481.078857
	Iteration 41Q: 3 clusters Score -5573110 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5573125.000000 Penalty: 3481.078857
	Iteration 42Q: 3 clusters Score -5573125 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5573160.000000 Penalty: 3481.078857
	Iteration 43Q: 3 clusters Score -5573160 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5573167.500000 Penalty: 3481.078857
	Iteration 44Q: 3 clusters Score -5573168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5573174.500000 Penalty: 3481.078857
	Iteration 45Q: 3 clusters Score -5573174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5573183.500000 Penalty: 3481.078857
	Iteration 46Q: 3 clusters Score -5573184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5573192.000000 Penalty: 3481.078857
	Iteration 47Q: 3 clusters Score -5573192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5573194.500000 Penalty: 3481.078857
	Iteration 48Q: 3 clusters Score -5573194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5573209.000000 Penalty: 3481.078857
	Iteration 49Q: 3 clusters Score -5573209 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5573223.500000 Penalty: 3481.078857
	Iteration 50Q: 3 clusters Score -5573224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5573225.500000 Penalty: 3481.078857
	Iteration 51Q: 3 clusters Score -5573226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5573227.500000 Penalty: 3481.078857
	Iteration 52Q: 3 clusters Score -5573228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5573220.500000 Penalty: 3481.078857
	Iteration 53Q: 3 clusters Score -5573220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5573226.500000 Penalty: 3481.078857
	Iteration 54Q: 3 clusters Score -5573226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5573222.500000 Penalty: 3481.078857
	Iteration 55Q: 3 clusters Score -5573222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5573235.500000 Penalty: 3481.078857
	Iteration 56Q: 3 clusters Score -5573236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5573235.000000 Penalty: 3481.078857
	Iteration 57Q: 3 clusters Score -5573235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5573236.000000 Penalty: 3481.078857
	Iteration 58Q: 3 clusters Score -5573236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5573238.000000 Penalty: 3481.078857
	Iteration 59Q: 3 clusters Score -5573238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5573240.500000 Penalty: 3481.078857
	Iteration 60F: 3 clusters Score -5573240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5573242.500000 Penalty: 3481.078857
	Iteration 61Q: 3 clusters Score -5573242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5573245.500000 Penalty: 3481.078857
	Iteration 62Q: 3 clusters Score -5573246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5573251.000000 Penalty: 3481.078857
	Iteration 63Q: 3 clusters Score -5573251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5573251.500000 Penalty: 3481.078857
	Iteration 64Q: 3 clusters Score -5573252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5573250.500000 Penalty: 3481.078857
	Iteration 65Q: 3 clusters Score -5573250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5573250.500000 Penalty: 3481.078857
	Iteration 66Q: 3 clusters Score -5573250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5573249.000000 Penalty: 3481.078857
	Iteration 67Q: 3 clusters Score -5573249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5573250.500000 Penalty: 3481.078857
	Iteration 68Q: 3 clusters Score -5573250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5573253.000000 Penalty: 3481.078857
	Iteration 69Q: 3 clusters Score -5573253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5573255.000000 Penalty: 3481.078857
	Iteration 70Q: 3 clusters Score -5573255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5573256.500000 Penalty: 3481.078857
	Iteration 71Q: 3 clusters Score -5573256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5573256.500000 Penalty: 3481.078857
	Iteration 72F: 3 clusters Score -5573256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (79033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Entering Unmasked Estep 
Score: -9777536.000000 Penalty: 1832.613281
	Iteration 0F: 2 clusters Score -9777536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -9726511.000000 Penalty: 3665.226562
	Iteration 0F: 3 clusters Score -9726511 nChanged 37537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -9748236.000000 Penalty: 3665.226562
	Iteration 1F: 3 clusters Score -9748236 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -9748963.000000 Penalty: 3665.226562
	Iteration 2Q: 3 clusters Score -9748963 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -9749949.000000 Penalty: 3665.226562
	Iteration 3Q: 3 clusters Score -9749949 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -9751403.000000 Penalty: 3665.226562
	Iteration 4Q: 3 clusters Score -9751403 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -9753784.000000 Penalty: 3665.226562
	Iteration 5F: 3 clusters Score -9753784 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 58212 members 
Entering Unmasked Estep 
Score: -9758006.000000 Penalty: 3665.226562
	Iteration 6F: 3 clusters Score -9758006 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 64682 members 
Entering Unmasked Estep 
Score: -9763731.000000 Penalty: 3665.226562
	Iteration 7F: 3 clusters Score -9763731 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -9769007.000000 Penalty: 3665.226562
	Iteration 8F: 3 clusters Score -9769007 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 74149 members 
Entering Unmasked Estep 
Score: -9772248.000000 Penalty: 3665.226562
	Iteration 9Q: 3 clusters Score -9772248 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 76158 members 
Entering Unmasked Estep 
Score: -9773900.000000 Penalty: 3665.226562
	Iteration 10Q: 3 clusters Score -9773900 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -9774727.000000 Penalty: 3665.226562
	Iteration 11Q: 3 clusters Score -9774727 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 77741 members 
Entering Unmasked Estep 
Score: -9775214.000000 Penalty: 3665.226562
	Iteration 12Q: 3 clusters Score -9775214 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 78085 members 
Entering Unmasked Estep 
Score: -9775518.000000 Penalty: 3665.226562
	Iteration 13Q: 3 clusters Score -9775518 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -9775711.000000 Penalty: 3665.226562
	Iteration 14Q: 3 clusters Score -9775711 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 78387 members 
Entering Unmasked Estep 
Score: -9775799.000000 Penalty: 3665.226562
	Iteration 15Q: 3 clusters Score -9775799 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -9775875.000000 Penalty: 3665.226562
	Iteration 16Q: 3 clusters Score -9775875 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 78501 members 
Entering Unmasked Estep 
Score: -9775922.000000 Penalty: 3665.226562
	Iteration 17Q: 3 clusters Score -9775922 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -9775941.000000 Penalty: 3665.226562
	Iteration 18Q: 3 clusters Score -9775941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 78556 members 
Entering Unmasked Estep 
Score: -9775967.000000 Penalty: 3665.226562
	Iteration 19Q: 3 clusters Score -9775967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 78572 members 
Entering Unmasked Estep 
Score: -9775982.000000 Penalty: 3665.226562
	Iteration 20F: 3 clusters Score -9775982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 78583 members 
Entering Unmasked Estep 
Score: -9776001.000000 Penalty: 3665.226562
	Iteration 21Q: 3 clusters Score -9776001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -9776005.000000 Penalty: 3665.226562
	Iteration 22Q: 3 clusters Score -9776005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -9776012.000000 Penalty: 3665.226562
	Iteration 23Q: 3 clusters Score -9776012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -9776014.000000 Penalty: 3665.226562
	Iteration 24Q: 3 clusters Score -9776014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -9776014.000000 Penalty: 3665.226562
	Iteration 25Q: 3 clusters Score -9776014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -9776013.000000 Penalty: 3665.226562
	Iteration 26Q: 3 clusters Score -9776013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 78591 members 
Entering Unmasked Estep 
Score: -9776004.000000 Penalty: 3665.226562
	Iteration 27Q: 3 clusters Score -9776004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -9776013.000000 Penalty: 3665.226562
	Iteration 28Q: 3 clusters Score -9776013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -9776016.000000 Penalty: 3665.226562
	Iteration 29Q: 3 clusters Score -9776016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -9776014.000000 Penalty: 3665.226562
	Iteration 30Q: 3 clusters Score -9776014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 78595 members 
Entering Unmasked Estep 
Score: -9776014.000000 Penalty: 3665.226562
	Iteration 31Q: 3 clusters Score -9776014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -9776011.000000 Penalty: 3665.226562
	Iteration 32Q: 3 clusters Score -9776011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -9776017.000000 Penalty: 3665.226562
	Iteration 33Q: 3 clusters Score -9776017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -9776022.000000 Penalty: 3665.226562
	Iteration 34Q: 3 clusters Score -9776022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 78604 members 
Entering Unmasked Estep 
Score: -9776013.000000 Penalty: 3665.226562
	Iteration 35Q: 3 clusters Score -9776013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 78604 members 
Entering Unmasked Estep 
Score: -9776014.000000 Penalty: 3665.226562
	Iteration 36Q: 3 clusters Score -9776014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 78604 members 
Entering Unmasked Estep 
Score: -9776014.000000 Penalty: 3665.226562
	Iteration 37F: 3 clusters Score -9776014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Entering Unmasked Estep 
Score: -990160.312500 Penalty: 1455.929932
	Iteration 0F: 2 clusters Score -990160.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -984447.000000 Penalty: 2911.859863
	Iteration 0F: 3 clusters Score -984447 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -986222.500000 Penalty: 2911.859863
	Iteration 1F: 3 clusters Score -986222.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -986410.187500 Penalty: 2911.859863
	Iteration 2F: 3 clusters Score -986410.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -986552.000000 Penalty: 2911.859863
	Iteration 3Q: 3 clusters Score -986552 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -986669.625000 Penalty: 2911.859863
	Iteration 4Q: 3 clusters Score -986669.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -986779.000000 Penalty: 2911.859863
	Iteration 5Q: 3 clusters Score -986779 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -986894.437500 Penalty: 2911.859863
	Iteration 6Q: 3 clusters Score -986894.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -987025.062500 Penalty: 2911.859863
	Iteration 7Q: 3 clusters Score -987025.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -987174.250000 Penalty: 2911.859863
	Iteration 8Q: 3 clusters Score -987174.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -987349.250000 Penalty: 2911.859863
	Iteration 9Q: 3 clusters Score -987349.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -987555.437500 Penalty: 2911.859863
	Iteration 10Q: 3 clusters Score -987555.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -987754.000000 Penalty: 2911.859863
	Iteration 11Q: 3 clusters Score -987754 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -987923.937500 Penalty: 2911.859863
	Iteration 12Q: 3 clusters Score -987923.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -988041.562500 Penalty: 2911.859863
	Iteration 13Q: 3 clusters Score -988041.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -988106.562500 Penalty: 2911.859863
	Iteration 14Q: 3 clusters Score -988106.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -988141.250000 Penalty: 2911.859863
	Iteration 15Q: 3 clusters Score -988141.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -988167.062500 Penalty: 2911.859863
	Iteration 16Q: 3 clusters Score -988167.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -988185.562500 Penalty: 2911.859863
	Iteration 17Q: 3 clusters Score -988185.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -988198.937500 Penalty: 2911.859863
	Iteration 18Q: 3 clusters Score -988198.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -988206.875000 Penalty: 2911.859863
	Iteration 19Q: 3 clusters Score -988206.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -988215.937500 Penalty: 2911.859863
	Iteration 20F: 3 clusters Score -988215.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -988225.125000 Penalty: 2911.859863
	Iteration 21Q: 3 clusters Score -988225.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -988231.625000 Penalty: 2911.859863
	Iteration 22Q: 3 clusters Score -988231.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -988238.000000 Penalty: 2911.859863
	Iteration 23Q: 3 clusters Score -988238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -988241.812500 Penalty: 2911.859863
	Iteration 24Q: 3 clusters Score -988241.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -988245.937500 Penalty: 2911.859863
	Iteration 25Q: 3 clusters Score -988245.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -988249.375000 Penalty: 2911.859863
	Iteration 26Q: 3 clusters Score -988249.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -988250.125000 Penalty: 2911.859863
	Iteration 27Q: 3 clusters Score -988250.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -988253.187500 Penalty: 2911.859863
	Iteration 28Q: 3 clusters Score -988253.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -988256.312500 Penalty: 2911.859863
	Iteration 29Q: 3 clusters Score -988256.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -988255.125000 Penalty: 2911.859863
	Iteration 30Q: 3 clusters Score -988255.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -988255.937500 Penalty: 2911.859863
	Iteration 31Q: 3 clusters Score -988255.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -988256.000000 Penalty: 2911.859863
	Iteration 32Q: 3 clusters Score -988256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -988256.437500 Penalty: 2911.859863
	Iteration 33Q: 3 clusters Score -988256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -988257.437500 Penalty: 2911.859863
	Iteration 34Q: 3 clusters Score -988257.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -988259.062500 Penalty: 2911.859863
	Iteration 35Q: 3 clusters Score -988259.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -988259.937500 Penalty: 2911.859863
	Iteration 36Q: 3 clusters Score -988259.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -988260.187500 Penalty: 2911.859863
	Iteration 37Q: 3 clusters Score -988260.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -988260.250000 Penalty: 2911.859863
	Iteration 38Q: 3 clusters Score -988260.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -988260.437500 Penalty: 2911.859863
	Iteration 39Q: 3 clusters Score -988260.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -988259.250000 Penalty: 2911.859863
	Iteration 40F: 3 clusters Score -988259.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (71627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71627 members 
Entering Unmasked Estep 
Score: -8923144.000000 Penalty: 1816.624512
	Iteration 0F: 2 clusters Score -8923144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -8876490.000000 Penalty: 3633.249023
	Iteration 0F: 3 clusters Score -8876490 nChanged 34173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -8895937.000000 Penalty: 3633.249023
	Iteration 1F: 3 clusters Score -8895937 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -8896339.000000 Penalty: 3633.249023
	Iteration 2Q: 3 clusters Score -8896339 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -8896674.000000 Penalty: 3633.249023
	Iteration 3Q: 3 clusters Score -8896674 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -8897116.000000 Penalty: 3633.249023
	Iteration 4Q: 3 clusters Score -8897116 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -8897710.000000 Penalty: 3633.249023
	Iteration 5Q: 3 clusters Score -8897710 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -8898542.000000 Penalty: 3633.249023
	Iteration 6Q: 3 clusters Score -8898542 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -8899701.000000 Penalty: 3633.249023
	Iteration 7Q: 3 clusters Score -8899701 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -8901620.000000 Penalty: 3633.249023
	Iteration 8F: 3 clusters Score -8901620 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -8904796.000000 Penalty: 3633.249023
	Iteration 9F: 3 clusters Score -8904796 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -8909214.000000 Penalty: 3633.249023
	Iteration 10F: 3 clusters Score -8909214 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -8914088.000000 Penalty: 3633.249023
	Iteration 11F: 3 clusters Score -8914088 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 67614 members 
Entering Unmasked Estep 
Score: -8917884.000000 Penalty: 3633.249023
	Iteration 12F: 3 clusters Score -8917884 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 69900 members 
Entering Unmasked Estep 
Score: -8920102.000000 Penalty: 3633.249023
	Iteration 13Q: 3 clusters Score -8920102 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 70878 members 
Entering Unmasked Estep 
Score: -8920951.000000 Penalty: 3633.249023
	Iteration 14Q: 3 clusters Score -8920951 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 71252 members 
Entering Unmasked Estep 
Score: -8921274.000000 Penalty: 3633.249023
	Iteration 15Q: 3 clusters Score -8921274 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 71368 members 
Entering Unmasked Estep 
Score: -8921389.000000 Penalty: 3633.249023
	Iteration 16Q: 3 clusters Score -8921389 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 71405 members 
Entering Unmasked Estep 
Score: -8921455.000000 Penalty: 3633.249023
	Iteration 17Q: 3 clusters Score -8921455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 71428 members 
Entering Unmasked Estep 
Score: -8921478.000000 Penalty: 3633.249023
	Iteration 18Q: 3 clusters Score -8921478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -8921489.000000 Penalty: 3633.249023
	Iteration 19Q: 3 clusters Score -8921489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 71445 members 
Entering Unmasked Estep 
Score: -8921505.000000 Penalty: 3633.249023
	Iteration 20F: 3 clusters Score -8921505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -8921518.000000 Penalty: 3633.249023
	Iteration 21Q: 3 clusters Score -8921518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 71451 members 
Entering Unmasked Estep 
Score: -8921515.000000 Penalty: 3633.249023
	Iteration 22Q: 3 clusters Score -8921515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 71452 members 
Entering Unmasked Estep 
Score: -8921516.000000 Penalty: 3633.249023
	Iteration 23Q: 3 clusters Score -8921516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 71452 members 
Entering Unmasked Estep 
Score: -8921516.000000 Penalty: 3633.249023
	Iteration 24F: 3 clusters Score -8921516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Entering Unmasked Estep 
Score: -4649245.000000 Penalty: 1710.888306
	Iteration 0F: 2 clusters Score -4649245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -4624137.500000 Penalty: 3421.776611
	Iteration 0F: 3 clusters Score -4624138 nChanged 17439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -4633815.500000 Penalty: 3421.776611
	Iteration 1F: 3 clusters Score -4633816 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -4634224.500000 Penalty: 3421.776611
	Iteration 2Q: 3 clusters Score -4634224 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -4634791.000000 Penalty: 3421.776611
	Iteration 3Q: 3 clusters Score -4634791 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -4635713.500000 Penalty: 3421.776611
	Iteration 4F: 3 clusters Score -4635714 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -4637268.000000 Penalty: 3421.776611
	Iteration 5F: 3 clusters Score -4637268 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -4639658.000000 Penalty: 3421.776611
	Iteration 6F: 3 clusters Score -4639658 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -4642744.000000 Penalty: 3421.776611
	Iteration 7F: 3 clusters Score -4642744 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4645500.000000 Penalty: 3421.776611
	Iteration 8F: 3 clusters Score -4645500 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4646983.000000 Penalty: 3421.776611
	Iteration 9Q: 3 clusters Score -4646983 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4647482.500000 Penalty: 3421.776611
	Iteration 10Q: 3 clusters Score -4647482 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4647620.000000 Penalty: 3421.776611
	Iteration 11Q: 3 clusters Score -4647620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -4647692.000000 Penalty: 3421.776611
	Iteration 12Q: 3 clusters Score -4647692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4647712.000000 Penalty: 3421.776611
	Iteration 13Q: 3 clusters Score -4647712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -4647725.000000 Penalty: 3421.776611
	Iteration 14Q: 3 clusters Score -4647725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -4647734.500000 Penalty: 3421.776611
	Iteration 15Q: 3 clusters Score -4647734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -4647736.000000 Penalty: 3421.776611
	Iteration 16Q: 3 clusters Score -4647736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -4647743.500000 Penalty: 3421.776611
	Iteration 17Q: 3 clusters Score -4647744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -4647752.500000 Penalty: 3421.776611
	Iteration 18Q: 3 clusters Score -4647752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -4647761.500000 Penalty: 3421.776611
	Iteration 19Q: 3 clusters Score -4647762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -4647761.500000 Penalty: 3421.776611
	Iteration 20F: 3 clusters Score -4647762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Entering Unmasked Estep 
Score: -7175434.000000 Penalty: 1781.283813
	Iteration 0F: 2 clusters Score -7175434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -7137120.500000 Penalty: 3562.567627
	Iteration 0F: 3 clusters Score -7137120 nChanged 27262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -7152660.500000 Penalty: 3562.567627
	Iteration 1F: 3 clusters Score -7152660 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -7153285.000000 Penalty: 3562.567627
	Iteration 2Q: 3 clusters Score -7153285 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -7154023.000000 Penalty: 3562.567627
	Iteration 3Q: 3 clusters Score -7154023 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -7154868.000000 Penalty: 3562.567627
	Iteration 4Q: 3 clusters Score -7154868 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -7155901.000000 Penalty: 3562.567627
	Iteration 5Q: 3 clusters Score -7155901 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -7157223.000000 Penalty: 3562.567627
	Iteration 6Q: 3 clusters Score -7157223 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -7159084.500000 Penalty: 3562.567627
	Iteration 7F: 3 clusters Score -7159084 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -7161550.500000 Penalty: 3562.567627
	Iteration 8F: 3 clusters Score -7161550 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -7164437.000000 Penalty: 3562.567627
	Iteration 9F: 3 clusters Score -7164437 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -7166657.500000 Penalty: 3562.567627
	Iteration 10F: 3 clusters Score -7166658 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -7167680.000000 Penalty: 3562.567627
	Iteration 11Q: 3 clusters Score -7167680 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -7168186.000000 Penalty: 3562.567627
	Iteration 12Q: 3 clusters Score -7168186 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -7168435.500000 Penalty: 3562.567627
	Iteration 13Q: 3 clusters Score -7168436 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -7168723.000000 Penalty: 3562.567627
	Iteration 14Q: 3 clusters Score -7168723 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -7168914.000000 Penalty: 3562.567627
	Iteration 15Q: 3 clusters Score -7168914 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -7169079.000000 Penalty: 3562.567627
	Iteration 16Q: 3 clusters Score -7169079 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -7169234.500000 Penalty: 3562.567627
	Iteration 17Q: 3 clusters Score -7169234 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -7169357.000000 Penalty: 3562.567627
	Iteration 18Q: 3 clusters Score -7169357 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -7169481.000000 Penalty: 3562.567627
	Iteration 19Q: 3 clusters Score -7169481 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -7169564.500000 Penalty: 3562.567627
	Iteration 20F: 3 clusters Score -7169564 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -7169609.500000 Penalty: 3562.567627
	Iteration 21Q: 3 clusters Score -7169610 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -7169692.500000 Penalty: 3562.567627
	Iteration 22Q: 3 clusters Score -7169692 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -7169755.000000 Penalty: 3562.567627
	Iteration 23Q: 3 clusters Score -7169755 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -7169805.500000 Penalty: 3562.567627
	Iteration 24Q: 3 clusters Score -7169806 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -7169845.000000 Penalty: 3562.567627
	Iteration 25Q: 3 clusters Score -7169845 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -7169877.000000 Penalty: 3562.567627
	Iteration 26Q: 3 clusters Score -7169877 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -7169891.000000 Penalty: 3562.567627
	Iteration 27Q: 3 clusters Score -7169891 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -7169929.000000 Penalty: 3562.567627
	Iteration 28Q: 3 clusters Score -7169929 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -7169957.000000 Penalty: 3562.567627
	Iteration 29Q: 3 clusters Score -7169957 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -7169999.500000 Penalty: 3562.567627
	Iteration 30Q: 3 clusters Score -7170000 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -7170016.000000 Penalty: 3562.567627
	Iteration 31Q: 3 clusters Score -7170016 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -7170066.000000 Penalty: 3562.567627
	Iteration 32Q: 3 clusters Score -7170066 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -7170058.500000 Penalty: 3562.567627
	Iteration 33Q: 3 clusters Score -7170058 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -7170087.500000 Penalty: 3562.567627
	Iteration 34Q: 3 clusters Score -7170088 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -7170148.500000 Penalty: 3562.567627
	Iteration 35Q: 3 clusters Score -7170148 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -7170180.000000 Penalty: 3562.567627
	Iteration 36Q: 3 clusters Score -7170180 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -7170218.000000 Penalty: 3562.567627
	Iteration 37Q: 3 clusters Score -7170218 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -7170255.500000 Penalty: 3562.567627
	Iteration 38Q: 3 clusters Score -7170256 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -7170286.500000 Penalty: 3562.567627
	Iteration 39Q: 3 clusters Score -7170286 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -7170334.000000 Penalty: 3562.567627
	Iteration 40F: 3 clusters Score -7170334 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -7170395.000000 Penalty: 3562.567627
	Iteration 41Q: 3 clusters Score -7170395 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -7170438.000000 Penalty: 3562.567627
	Iteration 42Q: 3 clusters Score -7170438 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -7170489.000000 Penalty: 3562.567627
	Iteration 43Q: 3 clusters Score -7170489 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -7170527.000000 Penalty: 3562.567627
	Iteration 44Q: 3 clusters Score -7170527 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -7170576.000000 Penalty: 3562.567627
	Iteration 45Q: 3 clusters Score -7170576 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -7170682.500000 Penalty: 3562.567627
	Iteration 46Q: 3 clusters Score -7170682 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -7170763.500000 Penalty: 3562.567627
	Iteration 47Q: 3 clusters Score -7170764 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -7170864.500000 Penalty: 3562.567627
	Iteration 48Q: 3 clusters Score -7170864 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -7170977.500000 Penalty: 3562.567627
	Iteration 49Q: 3 clusters Score -7170978 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -7171080.500000 Penalty: 3562.567627
	Iteration 50Q: 3 clusters Score -7171080 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -7171228.500000 Penalty: 3562.567627
	Iteration 51Q: 3 clusters Score -7171228 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -7171392.000000 Penalty: 3562.567627
	Iteration 52Q: 3 clusters Score -7171392 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -7171571.000000 Penalty: 3562.567627
	Iteration 53Q: 3 clusters Score -7171571 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -7171799.500000 Penalty: 3562.567627
	Iteration 54Q: 3 clusters Score -7171800 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -7172009.500000 Penalty: 3562.567627
	Iteration 55Q: 3 clusters Score -7172010 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -7172261.000000 Penalty: 3562.567627
	Iteration 56Q: 3 clusters Score -7172261 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -7172497.500000 Penalty: 3562.567627
	Iteration 57Q: 3 clusters Score -7172498 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -7172757.000000 Penalty: 3562.567627
	Iteration 58Q: 3 clusters Score -7172757 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -7172989.500000 Penalty: 3562.567627
	Iteration 59Q: 3 clusters Score -7172990 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -7173193.500000 Penalty: 3562.567627
	Iteration 60F: 3 clusters Score -7173194 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -7173448.000000 Penalty: 3562.567627
	Iteration 61Q: 3 clusters Score -7173448 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -7173685.500000 Penalty: 3562.567627
	Iteration 62Q: 3 clusters Score -7173686 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -7173886.000000 Penalty: 3562.567627
	Iteration 63Q: 3 clusters Score -7173886 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -7174075.500000 Penalty: 3562.567627
	Iteration 64Q: 3 clusters Score -7174076 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 55383 members 
Entering Unmasked Estep 
Score: -7174210.000000 Penalty: 3562.567627
	Iteration 65Q: 3 clusters Score -7174210 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -7174336.500000 Penalty: 3562.567627
	Iteration 66Q: 3 clusters Score -7174336 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -7174473.000000 Penalty: 3562.567627
	Iteration 67Q: 3 clusters Score -7174473 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 56233 members 
Entering Unmasked Estep 
Score: -7174583.000000 Penalty: 3562.567627
	Iteration 68Q: 3 clusters Score -7174583 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -7174656.500000 Penalty: 3562.567627
	Iteration 69Q: 3 clusters Score -7174656 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -7174710.000000 Penalty: 3562.567627
	Iteration 70Q: 3 clusters Score -7174710 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -7174760.000000 Penalty: 3562.567627
	Iteration 71Q: 3 clusters Score -7174760 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -7174798.500000 Penalty: 3562.567627
	Iteration 72Q: 3 clusters Score -7174798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 56850 members 
Entering Unmasked Estep 
Score: -7174817.000000 Penalty: 3562.567627
	Iteration 73Q: 3 clusters Score -7174817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -7174820.000000 Penalty: 3562.567627
	Iteration 74Q: 3 clusters Score -7174820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -7174834.000000 Penalty: 3562.567627
	Iteration 75Q: 3 clusters Score -7174834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -7174833.500000 Penalty: 3562.567627
	Iteration 76Q: 3 clusters Score -7174834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -7174837.500000 Penalty: 3562.567627
	Iteration 77Q: 3 clusters Score -7174838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -7174835.500000 Penalty: 3562.567627
	Iteration 78Q: 3 clusters Score -7174836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 56944 members 
Entering Unmasked Estep 
Score: -7174842.500000 Penalty: 3562.567627
	Iteration 79Q: 3 clusters Score -7174842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 56946 members 
Entering Unmasked Estep 
Score: -7174837.500000 Penalty: 3562.567627
	Iteration 80F: 3 clusters Score -7174838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -7174836.000000 Penalty: 3562.567627
	Iteration 81Q: 3 clusters Score -7174836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 56952 members 
Entering Unmasked Estep 
Score: -7174839.500000 Penalty: 3562.567627
	Iteration 82Q: 3 clusters Score -7174840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -7174844.500000 Penalty: 3562.567627
	Iteration 83Q: 3 clusters Score -7174844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 56958 members 
Entering Unmasked Estep 
Score: -7174841.000000 Penalty: 3562.567627
	Iteration 84Q: 3 clusters Score -7174841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -7174838.000000 Penalty: 3562.567627
	Iteration 85Q: 3 clusters Score -7174838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -7174838.000000 Penalty: 3562.567627
	Iteration 86F: 3 clusters Score -7174838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Entering Unmasked Estep 
Score: -411575.500000 Penalty: 1328.891968
	Iteration 0F: 2 clusters Score -411575.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -408526.718750 Penalty: 2657.783936
	Iteration 0F: 3 clusters Score -408526.7 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -409500.625000 Penalty: 2657.783936
	Iteration 1F: 3 clusters Score -409500.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -409864.718750 Penalty: 2657.783936
	Iteration 2F: 3 clusters Score -409864.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -410169.218750 Penalty: 2657.783936
	Iteration 3F: 3 clusters Score -410169.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -410523.656250 Penalty: 2657.783936
	Iteration 4F: 3 clusters Score -410523.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -410998.156250 Penalty: 2657.783936
	Iteration 5F: 3 clusters Score -410998.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -411422.250000 Penalty: 2657.783936
	Iteration 6F: 3 clusters Score -411422.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -411664.187500 Penalty: 2657.783936
	Iteration 7F: 3 clusters Score -411664.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -411741.843750 Penalty: 2657.783936
	Iteration 8Q: 3 clusters Score -411741.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -411773.718750 Penalty: 2657.783936
	Iteration 9Q: 3 clusters Score -411773.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -411788.812500 Penalty: 2657.783936
	Iteration 10Q: 3 clusters Score -411788.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -411798.875000 Penalty: 2657.783936
	Iteration 11Q: 3 clusters Score -411798.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -411804.781250 Penalty: 2657.783936
	Iteration 12Q: 3 clusters Score -411804.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -411811.500000 Penalty: 2657.783936
	Iteration 13Q: 3 clusters Score -411811.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -411815.468750 Penalty: 2657.783936
	Iteration 14Q: 3 clusters Score -411815.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -411816.125000 Penalty: 2657.783936
	Iteration 15Q: 3 clusters Score -411816.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -411815.906250 Penalty: 2657.783936
	Iteration 16Q: 3 clusters Score -411815.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -411815.906250 Penalty: 2657.783936
	Iteration 17F: 3 clusters Score -411815.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 25364 members 
Mstep: Class 3 contains 4828 members 
Mstep: Class 4 contains 40120 members 
Mstep: Class 5 contains 44847 members 
Mstep: Class 6 contains 79033 members 
Mstep: Class 7 contains 7782 members 
Mstep: Class 8 contains 3166 members 
Mstep: Class 9 contains 71627 members 
Mstep: Class 10 contains 37367 members 
Mstep: Class 11 contains 57627 members 
Mstep: Class 12 contains 395 members 
Mstep: Class 13 contains 54433 members 
Mstep: Class 14 contains 24268 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76540 members 
Mstep: Class 19 contains 90772 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
Score: -75574664.000000 Penalty: 39018.101562
Splitting cluster 12 changes total score from -75575000.000000 to -75574664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (54433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Entering Unmasked Estep 
Score: -6806669.000000 Penalty: 1772.017944
	Iteration 0F: 2 clusters Score -6806669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -6771717.000000 Penalty: 3544.035889
	Iteration 0F: 3 clusters Score -6771717 nChanged 25548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -6786176.000000 Penalty: 3544.035889
	Iteration 1F: 3 clusters Score -6786176 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -6786632.500000 Penalty: 3544.035889
	Iteration 2Q: 3 clusters Score -6786632 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -6787166.500000 Penalty: 3544.035889
	Iteration 3Q: 3 clusters Score -6787166 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -6788052.000000 Penalty: 3544.035889
	Iteration 4Q: 3 clusters Score -6788052 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -6789502.500000 Penalty: 3544.035889
	Iteration 5F: 3 clusters Score -6789502 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -6791905.500000 Penalty: 3544.035889
	Iteration 6F: 3 clusters Score -6791906 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -6795534.500000 Penalty: 3544.035889
	Iteration 7F: 3 clusters Score -6795534 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -6799615.000000 Penalty: 3544.035889
	Iteration 8F: 3 clusters Score -6799615 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -6802732.500000 Penalty: 3544.035889
	Iteration 9F: 3 clusters Score -6802732 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6804331.000000 Penalty: 3544.035889
	Iteration 10Q: 3 clusters Score -6804331 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6804811.500000 Penalty: 3544.035889
	Iteration 11Q: 3 clusters Score -6804812 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6805003.500000 Penalty: 3544.035889
	Iteration 12Q: 3 clusters Score -6805004 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6805092.500000 Penalty: 3544.035889
	Iteration 13Q: 3 clusters Score -6805092 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6805143.000000 Penalty: 3544.035889
	Iteration 14Q: 3 clusters Score -6805143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6805186.500000 Penalty: 3544.035889
	Iteration 15Q: 3 clusters Score -6805186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6805208.000000 Penalty: 3544.035889
	Iteration 16Q: 3 clusters Score -6805208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6805240.000000 Penalty: 3544.035889
	Iteration 17Q: 3 clusters Score -6805240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6805256.500000 Penalty: 3544.035889
	Iteration 18Q: 3 clusters Score -6805256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6805265.500000 Penalty: 3544.035889
	Iteration 19Q: 3 clusters Score -6805266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6805273.000000 Penalty: 3544.035889
	Iteration 20F: 3 clusters Score -6805273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6805277.500000 Penalty: 3544.035889
	Iteration 21Q: 3 clusters Score -6805278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6805280.000000 Penalty: 3544.035889
	Iteration 22Q: 3 clusters Score -6805280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6805284.500000 Penalty: 3544.035889
	Iteration 23Q: 3 clusters Score -6805284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6805284.500000 Penalty: 3544.035889
	Iteration 24F: 3 clusters Score -6805284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Entering Unmasked Estep 
Score: -2999113.500000 Penalty: 1640.748535
	Iteration 0F: 2 clusters Score -2999114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2982615.250000 Penalty: 3281.497070
	Iteration 0F: 3 clusters Score -2982615 nChanged 11097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2988813.250000 Penalty: 3281.497070
	Iteration 1F: 3 clusters Score -2988813 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2989338.500000 Penalty: 3281.497070
	Iteration 2F: 3 clusters Score -2989338 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2989914.500000 Penalty: 3281.497070
	Iteration 3Q: 3 clusters Score -2989914 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2990620.500000 Penalty: 3281.497070
	Iteration 4F: 3 clusters Score -2990620 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2991590.750000 Penalty: 3281.497070
	Iteration 5F: 3 clusters Score -2991591 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2992916.250000 Penalty: 3281.497070
	Iteration 6F: 3 clusters Score -2992916 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2994512.500000 Penalty: 3281.497070
	Iteration 7F: 3 clusters Score -2994512 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2996034.500000 Penalty: 3281.497070
	Iteration 8F: 3 clusters Score -2996034 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2996869.250000 Penalty: 3281.497070
	Iteration 9Q: 3 clusters Score -2996869 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2997212.500000 Penalty: 3281.497070
	Iteration 10Q: 3 clusters Score -2997212 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2997381.000000 Penalty: 3281.497070
	Iteration 11Q: 3 clusters Score -2997381 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2997478.000000 Penalty: 3281.497070
	Iteration 12Q: 3 clusters Score -2997478 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2997532.500000 Penalty: 3281.497070
	Iteration 13Q: 3 clusters Score -2997532 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2997592.250000 Penalty: 3281.497070
	Iteration 14Q: 3 clusters Score -2997592 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2997630.000000 Penalty: 3281.497070
	Iteration 15Q: 3 clusters Score -2997630 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2997654.750000 Penalty: 3281.497070
	Iteration 16Q: 3 clusters Score -2997655 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2997687.250000 Penalty: 3281.497070
	Iteration 17Q: 3 clusters Score -2997687 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2997719.750000 Penalty: 3281.497070
	Iteration 18Q: 3 clusters Score -2997720 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2997731.750000 Penalty: 3281.497070
	Iteration 19Q: 3 clusters Score -2997732 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2997748.000000 Penalty: 3281.497070
	Iteration 20F: 3 clusters Score -2997748 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2997772.000000 Penalty: 3281.497070
	Iteration 21Q: 3 clusters Score -2997772 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2997786.500000 Penalty: 3281.497070
	Iteration 22Q: 3 clusters Score -2997786 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2997803.250000 Penalty: 3281.497070
	Iteration 23Q: 3 clusters Score -2997803 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2997814.250000 Penalty: 3281.497070
	Iteration 24Q: 3 clusters Score -2997814 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2997828.500000 Penalty: 3281.497070
	Iteration 25Q: 3 clusters Score -2997828 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2997847.000000 Penalty: 3281.497070
	Iteration 26Q: 3 clusters Score -2997847 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2997852.250000 Penalty: 3281.497070
	Iteration 27Q: 3 clusters Score -2997852 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2997873.750000 Penalty: 3281.497070
	Iteration 28Q: 3 clusters Score -2997874 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2997885.500000 Penalty: 3281.497070
	Iteration 29Q: 3 clusters Score -2997886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2997893.250000 Penalty: 3281.497070
	Iteration 30Q: 3 clusters Score -2997893 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2997901.000000 Penalty: 3281.497070
	Iteration 31Q: 3 clusters Score -2997901 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2997918.250000 Penalty: 3281.497070
	Iteration 32Q: 3 clusters Score -2997918 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2997928.250000 Penalty: 3281.497070
	Iteration 33Q: 3 clusters Score -2997928 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2997939.000000 Penalty: 3281.497070
	Iteration 34Q: 3 clusters Score -2997939 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2997947.750000 Penalty: 3281.497070
	Iteration 35Q: 3 clusters Score -2997948 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2997970.000000 Penalty: 3281.497070
	Iteration 36Q: 3 clusters Score -2997970 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2997990.250000 Penalty: 3281.497070
	Iteration 37Q: 3 clusters Score -2997990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2998006.250000 Penalty: 3281.497070
	Iteration 38Q: 3 clusters Score -2998006 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2998037.750000 Penalty: 3281.497070
	Iteration 39Q: 3 clusters Score -2998038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -2998058.500000 Penalty: 3281.497070
	Iteration 40F: 3 clusters Score -2998058 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2998080.250000 Penalty: 3281.497070
	Iteration 41Q: 3 clusters Score -2998080 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2998087.000000 Penalty: 3281.497070
	Iteration 42Q: 3 clusters Score -2998087 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2998088.250000 Penalty: 3281.497070
	Iteration 43Q: 3 clusters Score -2998088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2998088.250000 Penalty: 3281.497070
	Iteration 44Q: 3 clusters Score -2998088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2998094.500000 Penalty: 3281.497070
	Iteration 45Q: 3 clusters Score -2998094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2998102.750000 Penalty: 3281.497070
	Iteration 46Q: 3 clusters Score -2998103 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2998106.750000 Penalty: 3281.497070
	Iteration 47Q: 3 clusters Score -2998107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2998113.250000 Penalty: 3281.497070
	Iteration 48Q: 3 clusters Score -2998113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2998124.250000 Penalty: 3281.497070
	Iteration 49Q: 3 clusters Score -2998124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -2998120.500000 Penalty: 3281.497070
	Iteration 50Q: 3 clusters Score -2998120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -2998124.500000 Penalty: 3281.497070
	Iteration 51Q: 3 clusters Score -2998124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2998124.500000 Penalty: 3281.497070
	Iteration 52Q: 3 clusters Score -2998124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2998129.250000 Penalty: 3281.497070
	Iteration 53Q: 3 clusters Score -2998129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -2998129.250000 Penalty: 3281.497070
	Iteration 54Q: 3 clusters Score -2998129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2998135.000000 Penalty: 3281.497070
	Iteration 55Q: 3 clusters Score -2998135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2998138.000000 Penalty: 3281.497070
	Iteration 56Q: 3 clusters Score -2998138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -2998138.750000 Penalty: 3281.497070
	Iteration 57Q: 3 clusters Score -2998139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2998139.250000 Penalty: 3281.497070
	Iteration 58Q: 3 clusters Score -2998139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2998140.500000 Penalty: 3281.497070
	Iteration 59Q: 3 clusters Score -2998140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2998141.000000 Penalty: 3281.497070
	Iteration 60F: 3 clusters Score -2998141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2998142.500000 Penalty: 3281.497070
	Iteration 61Q: 3 clusters Score -2998142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2998141.250000 Penalty: 3281.497070
	Iteration 62Q: 3 clusters Score -2998141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2998142.000000 Penalty: 3281.497070
	Iteration 63Q: 3 clusters Score -2998142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2998141.500000 Penalty: 3281.497070
	Iteration 64Q: 3 clusters Score -2998142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2998141.750000 Penalty: 3281.497070
	Iteration 65Q: 3 clusters Score -2998142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2998139.750000 Penalty: 3281.497070
	Iteration 66Q: 3 clusters Score -2998140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2998139.750000 Penalty: 3281.497070
	Iteration 67F: 3 clusters Score -2998140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56142.101562 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55214.605469 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55214.61 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55292.175781 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55292.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55316.710938 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55316.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55325.773438 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55325.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55332.679688 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55332.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55336.843750 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55336.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55338.238281 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -55338.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55338.238281 Penalty: 1890.561035
	Iteration 7F: 3 clusters Score -55338.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (76540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76540 members 
Entering Unmasked Estep 
Score: -9523960.000000 Penalty: 1827.405029
	Iteration 0F: 2 clusters Score -9523960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -9474426.000000 Penalty: 3654.810059
	Iteration 0F: 3 clusters Score -9474426 nChanged 36282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -9495729.000000 Penalty: 3654.810059
	Iteration 1F: 3 clusters Score -9495729 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -9496623.000000 Penalty: 3654.810059
	Iteration 2Q: 3 clusters Score -9496623 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -9497705.000000 Penalty: 3654.810059
	Iteration 3Q: 3 clusters Score -9497705 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -9499022.000000 Penalty: 3654.810059
	Iteration 4Q: 3 clusters Score -9499022 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -9500456.000000 Penalty: 3654.810059
	Iteration 5Q: 3 clusters Score -9500456 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -9502177.000000 Penalty: 3654.810059
	Iteration 6Q: 3 clusters Score -9502177 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -9504079.000000 Penalty: 3654.810059
	Iteration 7Q: 3 clusters Score -9504079 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -9506346.000000 Penalty: 3654.810059
	Iteration 8F: 3 clusters Score -9506346 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -9509036.000000 Penalty: 3654.810059
	Iteration 9F: 3 clusters Score -9509036 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -9512315.000000 Penalty: 3654.810059
	Iteration 10F: 3 clusters Score -9512315 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68240 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -9515583.000000 Penalty: 3654.810059
	Iteration 11F: 3 clusters Score -9515583 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71682 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -9518346.000000 Penalty: 3654.810059
	Iteration 12Q: 3 clusters Score -9518346 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73935 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -9520175.000000 Penalty: 3654.810059
	Iteration 13Q: 3 clusters Score -9520175 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -9521167.000000 Penalty: 3654.810059
	Iteration 14Q: 3 clusters Score -9521167 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9521716.000000 Penalty: 3654.810059
	Iteration 15Q: 3 clusters Score -9521716 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76036 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9521978.000000 Penalty: 3654.810059
	Iteration 16Q: 3 clusters Score -9521978 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76166 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9522142.000000 Penalty: 3654.810059
	Iteration 17Q: 3 clusters Score -9522142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76224 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9522200.000000 Penalty: 3654.810059
	Iteration 18Q: 3 clusters Score -9522200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76251 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9522243.000000 Penalty: 3654.810059
	Iteration 19Q: 3 clusters Score -9522243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76270 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9522282.000000 Penalty: 3654.810059
	Iteration 20F: 3 clusters Score -9522282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9522296.000000 Penalty: 3654.810059
	Iteration 21Q: 3 clusters Score -9522296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9522317.000000 Penalty: 3654.810059
	Iteration 22Q: 3 clusters Score -9522317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76297 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9522329.000000 Penalty: 3654.810059
	Iteration 23Q: 3 clusters Score -9522329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9522337.000000 Penalty: 3654.810059
	Iteration 24Q: 3 clusters Score -9522337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76309 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9522340.000000 Penalty: 3654.810059
	Iteration 25Q: 3 clusters Score -9522340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9522336.000000 Penalty: 3654.810059
	Iteration 26Q: 3 clusters Score -9522336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76315 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9522343.000000 Penalty: 3654.810059
	Iteration 27Q: 3 clusters Score -9522343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9522344.000000 Penalty: 3654.810059
	Iteration 28Q: 3 clusters Score -9522344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9522344.000000 Penalty: 3654.810059
	Iteration 29F: 3 clusters Score -9522344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (90772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90772 members 
Entering Unmasked Estep 
Score: -11224916.000000 Penalty: 1855.117310
	Iteration 0F: 2 clusters Score -1.122492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -11166114.000000 Penalty: 3710.234619
	Iteration 0F: 3 clusters Score -1.116611e+07 nChanged 43666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -11191014.000000 Penalty: 3710.234619
	Iteration 1F: 3 clusters Score -1.119101e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -11191562.000000 Penalty: 3710.234619
	Iteration 2Q: 3 clusters Score -1.119156e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -11192266.000000 Penalty: 3710.234619
	Iteration 3Q: 3 clusters Score -1.119227e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -11193013.000000 Penalty: 3710.234619
	Iteration 4Q: 3 clusters Score -1.119301e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -11194158.000000 Penalty: 3710.234619
	Iteration 5Q: 3 clusters Score -1.119416e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57017 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -11195972.000000 Penalty: 3710.234619
	Iteration 6Q: 3 clusters Score -1.119597e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -11198784.000000 Penalty: 3710.234619
	Iteration 7F: 3 clusters Score -1.119878e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -11202957.000000 Penalty: 3710.234619
	Iteration 8F: 3 clusters Score -1.120296e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -11207787.000000 Penalty: 3710.234619
	Iteration 9F: 3 clusters Score -1.120779e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79236 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -11212569.000000 Penalty: 3710.234619
	Iteration 10F: 3 clusters Score -1.121257e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -11215987.000000 Penalty: 3710.234619
	Iteration 11Q: 3 clusters Score -1.121599e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85882 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -11218315.000000 Penalty: 3710.234619
	Iteration 12Q: 3 clusters Score -1.121832e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87562 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -11219675.000000 Penalty: 3710.234619
	Iteration 13Q: 3 clusters Score -1.121968e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88707 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -11220990.000000 Penalty: 3710.234619
	Iteration 14Q: 3 clusters Score -1.122099e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89495 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -11222039.000000 Penalty: 3710.234619
	Iteration 15Q: 3 clusters Score -1.122204e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89961 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11222571.000000 Penalty: 3710.234619
	Iteration 16Q: 3 clusters Score -1.122257e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90214 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11222877.000000 Penalty: 3710.234619
	Iteration 17Q: 3 clusters Score -1.122288e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90367 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -11223038.000000 Penalty: 3710.234619
	Iteration 18Q: 3 clusters Score -1.122304e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90440 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -11223145.000000 Penalty: 3710.234619
	Iteration 19Q: 3 clusters Score -1.122314e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90478 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -11223208.000000 Penalty: 3710.234619
	Iteration 20F: 3 clusters Score -1.122321e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90504 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11223245.000000 Penalty: 3710.234619
	Iteration 21Q: 3 clusters Score -1.122324e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90520 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11223262.000000 Penalty: 3710.234619
	Iteration 22Q: 3 clusters Score -1.122326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90531 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11223284.000000 Penalty: 3710.234619
	Iteration 23Q: 3 clusters Score -1.122328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90537 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11223289.000000 Penalty: 3710.234619
	Iteration 24Q: 3 clusters Score -1.122329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90544 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -11223294.000000 Penalty: 3710.234619
	Iteration 25Q: 3 clusters Score -1.122329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90543 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -11223299.000000 Penalty: 3710.234619
	Iteration 26Q: 3 clusters Score -1.12233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90544 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -11223295.000000 Penalty: 3710.234619
	Iteration 27Q: 3 clusters Score -1.12233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90545 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11223298.000000 Penalty: 3710.234619
	Iteration 28Q: 3 clusters Score -1.12233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90546 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11223300.000000 Penalty: 3710.234619
	Iteration 29Q: 3 clusters Score -1.12233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90548 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -11223305.000000 Penalty: 3710.234619
	Iteration 30Q: 3 clusters Score -1.12233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90550 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -11223302.000000 Penalty: 3710.234619
	Iteration 31Q: 3 clusters Score -1.12233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90551 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11223312.000000 Penalty: 3710.234619
	Iteration 32Q: 3 clusters Score -1.122331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90552 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11223308.000000 Penalty: 3710.234619
	Iteration 33Q: 3 clusters Score -1.122331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90552 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11223308.000000 Penalty: 3710.234619
	Iteration 34F: 3 clusters Score -1.122331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -102311.000000 Penalty: 1093.012939
	Iteration 0F: 2 clusters Score -102311 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 427 members 
Entering Unmasked Estep 
Score: -100969.343750 Penalty: 2186.025879
	Iteration 0F: 3 clusters Score -100969.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101146.562500 Penalty: 2186.025879
	Iteration 1F: 3 clusters Score -101146.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -101204.765625 Penalty: 2186.025879
	Iteration 2F: 3 clusters Score -101204.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -101258.835938 Penalty: 2186.025879
	Iteration 3F: 3 clusters Score -101258.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -101289.742188 Penalty: 2186.025879
	Iteration 4Q: 3 clusters Score -101289.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -101300.054688 Penalty: 2186.025879
	Iteration 5Q: 3 clusters Score -101300.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101302.718750 Penalty: 2186.025879
	Iteration 6Q: 3 clusters Score -101302.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -101306.203125 Penalty: 2186.025879
	Iteration 7Q: 3 clusters Score -101306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -101309.351562 Penalty: 2186.025879
	Iteration 8Q: 3 clusters Score -101309.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -101314.203125 Penalty: 2186.025879
	Iteration 9Q: 3 clusters Score -101314.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -101319.515625 Penalty: 2186.025879
	Iteration 10Q: 3 clusters Score -101319.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101325.578125 Penalty: 2186.025879
	Iteration 11Q: 3 clusters Score -101325.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -101331.500000 Penalty: 2186.025879
	Iteration 12Q: 3 clusters Score -101331.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101338.335938 Penalty: 2186.025879
	Iteration 13Q: 3 clusters Score -101338.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -101345.085938 Penalty: 2186.025879
	Iteration 14Q: 3 clusters Score -101345.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101350.789062 Penalty: 2186.025879
	Iteration 15Q: 3 clusters Score -101350.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101351.703125 Penalty: 2186.025879
	Iteration 16Q: 3 clusters Score -101351.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101351.703125 Penalty: 2186.025879
	Iteration 17F: 3 clusters Score -101351.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 25364 members 
Mstep: Class 3 contains 4828 members 
Mstep: Class 4 contains 40120 members 
Mstep: Class 5 contains 44847 members 
Mstep: Class 6 contains 79033 members 
Mstep: Class 7 contains 7782 members 
Mstep: Class 9 contains 71627 members 
Mstep: Class 10 contains 37367 members 
Mstep: Class 11 contains 57627 members 
Mstep: Class 12 contains 3561 members 
Mstep: Class 13 contains 54433 members 
Mstep: Class 14 contains 24268 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76540 members 
Mstep: Class 19 contains 90772 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575376.000000 Penalty: 36850.429688
Iteration 159Q: 18 clusters Score -7.557538e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 25311 members 
Mstep: Class 3 contains 4849 members 
Mstep: Class 4 contains 40020 members 
Mstep: Class 5 contains 44809 members 
Mstep: Class 6 contains 78973 members 
Mstep: Class 7 contains 7877 members 
Mstep: Class 9 contains 71592 members 
Mstep: Class 10 contains 37406 members 
Mstep: Class 11 contains 57685 members 
Mstep: Class 12 contains 3557 members 
Mstep: Class 13 contains 54262 members 
Mstep: Class 14 contains 23931 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76535 members 
Mstep: Class 19 contains 91366 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575816.000000 Penalty: 36850.429688
Iteration 160F: 18 clusters Score -7.557582e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 25273 members 
Mstep: Class 3 contains 4876 members 
Mstep: Class 4 contains 39880 members 
Mstep: Class 5 contains 44794 members 
Mstep: Class 6 contains 78896 members 
Mstep: Class 7 contains 7950 members 
Mstep: Class 9 contains 71562 members 
Mstep: Class 10 contains 37414 members 
Mstep: Class 11 contains 57702 members 
Mstep: Class 12 contains 3557 members 
Mstep: Class 13 contains 54044 members 
Mstep: Class 14 contains 23642 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76519 members 
Mstep: Class 19 contains 92064 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576056.000000 Penalty: 36850.429688
Iteration 161Q: 18 clusters Score -7.557606e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 25237 members 
Mstep: Class 3 contains 4896 members 
Mstep: Class 4 contains 39733 members 
Mstep: Class 5 contains 44756 members 
Mstep: Class 6 contains 78800 members 
Mstep: Class 7 contains 8034 members 
Mstep: Class 9 contains 71496 members 
Mstep: Class 10 contains 37408 members 
Mstep: Class 11 contains 57655 members 
Mstep: Class 12 contains 3552 members 
Mstep: Class 13 contains 53863 members 
Mstep: Class 14 contains 23362 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76488 members 
Mstep: Class 19 contains 92893 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576600.000000 Penalty: 36850.429688
Iteration 162Q: 18 clusters Score -7.55766e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 25187 members 
Mstep: Class 3 contains 4932 members 
Mstep: Class 4 contains 39566 members 
Mstep: Class 5 contains 44692 members 
Mstep: Class 6 contains 78687 members 
Mstep: Class 7 contains 8108 members 
Mstep: Class 9 contains 71460 members 
Mstep: Class 10 contains 37370 members 
Mstep: Class 11 contains 57625 members 
Mstep: Class 12 contains 3549 members 
Mstep: Class 13 contains 53622 members 
Mstep: Class 14 contains 23102 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76436 members 
Mstep: Class 19 contains 93841 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576976.000000 Penalty: 36850.429688
Iteration 163Q: 18 clusters Score -7.557698e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 25119 members 
Mstep: Class 3 contains 4991 members 
Mstep: Class 4 contains 39372 members 
Mstep: Class 5 contains 44630 members 
Mstep: Class 6 contains 78564 members 
Mstep: Class 7 contains 8170 members 
Mstep: Class 9 contains 71408 members 
Mstep: Class 10 contains 37334 members 
Mstep: Class 11 contains 57533 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 53418 members 
Mstep: Class 14 contains 22869 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76343 members 
Mstep: Class 19 contains 94879 members 
Mstep: Class 20 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577432.000000 Penalty: 36850.429688
Iteration 164Q: 18 clusters Score -7.557743e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 25040 members 
Mstep: Class 3 contains 5048 members 
Mstep: Class 4 contains 39194 members 
Mstep: Class 5 contains 44561 members 
Mstep: Class 6 contains 78460 members 
Mstep: Class 7 contains 8243 members 
Mstep: Class 9 contains 71349 members 
Mstep: Class 10 contains 37264 members 
Mstep: Class 11 contains 57429 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 53172 members 
Mstep: Class 14 contains 22653 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76243 members 
Mstep: Class 19 contains 95977 members 
Mstep: Class 20 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577448.000000 Penalty: 36850.429688
Iteration 165Q: 18 clusters Score -7.557745e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 25002 members 
Mstep: Class 3 contains 5114 members 
Mstep: Class 4 contains 39030 members 
Mstep: Class 5 contains 44469 members 
Mstep: Class 6 contains 78384 members 
Mstep: Class 7 contains 8319 members 
Mstep: Class 9 contains 71302 members 
Mstep: Class 10 contains 37184 members 
Mstep: Class 11 contains 57339 members 
Mstep: Class 12 contains 3535 members 
Mstep: Class 13 contains 52901 members 
Mstep: Class 14 contains 22431 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76149 members 
Mstep: Class 19 contains 97015 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577440.000000 Penalty: 36850.429688
Iteration 166Q: 18 clusters Score -7.557744e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 24978 members 
Mstep: Class 3 contains 5171 members 
Mstep: Class 4 contains 38874 members 
Mstep: Class 5 contains 44399 members 
Mstep: Class 6 contains 78323 members 
Mstep: Class 7 contains 8415 members 
Mstep: Class 9 contains 71286 members 
Mstep: Class 10 contains 37105 members 
Mstep: Class 11 contains 57239 members 
Mstep: Class 12 contains 3524 members 
Mstep: Class 13 contains 52634 members 
Mstep: Class 14 contains 22225 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76086 members 
Mstep: Class 19 contains 97916 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577440.000000 Penalty: 36850.429688
Iteration 167Q: 18 clusters Score -7.557744e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 24945 members 
Mstep: Class 3 contains 5227 members 
Mstep: Class 4 contains 38750 members 
Mstep: Class 5 contains 44302 members 
Mstep: Class 6 contains 78304 members 
Mstep: Class 7 contains 8506 members 
Mstep: Class 9 contains 71300 members 
Mstep: Class 10 contains 37052 members 
Mstep: Class 11 contains 57156 members 
Mstep: Class 12 contains 3518 members 
Mstep: Class 13 contains 52472 members 
Mstep: Class 14 contains 22027 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76051 members 
Mstep: Class 19 contains 98565 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576696.000000 Penalty: 36850.429688
Iteration 168Q: 18 clusters Score -7.55767e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 24899 members 
Mstep: Class 3 contains 5264 members 
Mstep: Class 4 contains 38621 members 
Mstep: Class 5 contains 44235 members 
Mstep: Class 6 contains 78362 members 
Mstep: Class 7 contains 8567 members 
Mstep: Class 9 contains 71342 members 
Mstep: Class 10 contains 37028 members 
Mstep: Class 11 contains 57132 members 
Mstep: Class 12 contains 3513 members 
Mstep: Class 13 contains 52397 members 
Mstep: Class 14 contains 21837 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76057 members 
Mstep: Class 19 contains 98918 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576744.000000 Penalty: 36850.429688
Iteration 169Q: 18 clusters Score -7.557674e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 24888 members 
Mstep: Class 3 contains 5288 members 
Mstep: Class 4 contains 38532 members 
Mstep: Class 5 contains 44191 members 
Mstep: Class 6 contains 78449 members 
Mstep: Class 7 contains 8661 members 
Mstep: Class 9 contains 71384 members 
Mstep: Class 10 contains 37028 members 
Mstep: Class 11 contains 57159 members 
Mstep: Class 12 contains 3508 members 
Mstep: Class 13 contains 52408 members 
Mstep: Class 14 contains 21686 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76072 members 
Mstep: Class 19 contains 98915 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576800.000000 Penalty: 36850.429688
Iteration 170Q: 18 clusters Score -7.55768e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 24888 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 38458 members 
Mstep: Class 5 contains 44164 members 
Mstep: Class 6 contains 78529 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 9 contains 71454 members 
Mstep: Class 10 contains 37028 members 
Mstep: Class 11 contains 57200 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 52490 members 
Mstep: Class 14 contains 21569 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76089 members 
Mstep: Class 19 contains 98747 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576560.000000 Penalty: 36850.429688
Iteration 171Q: 18 clusters Score -7.557656e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 24889 members 
Mstep: Class 3 contains 5299 members 
Mstep: Class 4 contains 38422 members 
Mstep: Class 5 contains 44142 members 
Mstep: Class 6 contains 78567 members 
Mstep: Class 7 contains 8865 members 
Mstep: Class 9 contains 71524 members 
Mstep: Class 10 contains 37061 members 
Mstep: Class 11 contains 57254 members 
Mstep: Class 12 contains 3499 members 
Mstep: Class 13 contains 52598 members 
Mstep: Class 14 contains 21462 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76123 members 
Mstep: Class 19 contains 98457 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576504.000000 Penalty: 36850.429688
Iteration 172Q: 18 clusters Score -7.55765e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 24874 members 
Mstep: Class 3 contains 5306 members 
Mstep: Class 4 contains 38402 members 
Mstep: Class 5 contains 44142 members 
Mstep: Class 6 contains 78573 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 9 contains 71554 members 
Mstep: Class 10 contains 37134 members 
Mstep: Class 11 contains 57327 members 
Mstep: Class 12 contains 3496 members 
Mstep: Class 13 contains 52703 members 
Mstep: Class 14 contains 21403 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76157 members 
Mstep: Class 19 contains 98108 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576552.000000 Penalty: 36850.429688
Iteration 173Q: 18 clusters Score -7.557655e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 24892 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 38384 members 
Mstep: Class 5 contains 44142 members 
Mstep: Class 6 contains 78548 members 
Mstep: Class 7 contains 9080 members 
Mstep: Class 9 contains 71577 members 
Mstep: Class 10 contains 37205 members 
Mstep: Class 11 contains 57386 members 
Mstep: Class 12 contains 3492 members 
Mstep: Class 13 contains 52812 members 
Mstep: Class 14 contains 21316 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76189 members 
Mstep: Class 19 contains 97819 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576480.000000 Penalty: 36850.429688
Iteration 174Q: 18 clusters Score -7.557648e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 24879 members 
Mstep: Class 3 contains 5325 members 
Mstep: Class 4 contains 38368 members 
Mstep: Class 5 contains 44165 members 
Mstep: Class 6 contains 78512 members 
Mstep: Class 7 contains 9186 members 
Mstep: Class 9 contains 71576 members 
Mstep: Class 10 contains 37265 members 
Mstep: Class 11 contains 57440 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 52952 members 
Mstep: Class 14 contains 21236 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76192 members 
Mstep: Class 19 contains 97558 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576720.000000 Penalty: 36850.429688
Iteration 175Q: 18 clusters Score -7.557672e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 24862 members 
Mstep: Class 3 contains 5339 members 
Mstep: Class 4 contains 38351 members 
Mstep: Class 5 contains 44182 members 
Mstep: Class 6 contains 78483 members 
Mstep: Class 7 contains 9266 members 
Mstep: Class 9 contains 71587 members 
Mstep: Class 10 contains 37291 members 
Mstep: Class 11 contains 57493 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 53066 members 
Mstep: Class 14 contains 21196 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76197 members 
Mstep: Class 19 contains 97339 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576528.000000 Penalty: 36850.429688
Iteration 176Q: 18 clusters Score -7.557653e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 24846 members 
Mstep: Class 3 contains 5345 members 
Mstep: Class 4 contains 38309 members 
Mstep: Class 5 contains 44177 members 
Mstep: Class 6 contains 78443 members 
Mstep: Class 7 contains 9351 members 
Mstep: Class 9 contains 71582 members 
Mstep: Class 10 contains 37320 members 
Mstep: Class 11 contains 57551 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 53156 members 
Mstep: Class 14 contains 21152 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76234 members 
Mstep: Class 19 contains 97182 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576600.000000 Penalty: 36850.429688
Iteration 177Q: 18 clusters Score -7.55766e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 24838 members 
Mstep: Class 3 contains 5346 members 
Mstep: Class 4 contains 38287 members 
Mstep: Class 5 contains 44178 members 
Mstep: Class 6 contains 78377 members 
Mstep: Class 7 contains 9419 members 
Mstep: Class 9 contains 71585 members 
Mstep: Class 10 contains 37337 members 
Mstep: Class 11 contains 57580 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 53237 members 
Mstep: Class 14 contains 21135 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76264 members 
Mstep: Class 19 contains 97066 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576640.000000 Penalty: 36850.429688
Iteration 178Q: 18 clusters Score -7.557664e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 24841 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 38268 members 
Mstep: Class 5 contains 44186 members 
Mstep: Class 6 contains 78312 members 
Mstep: Class 7 contains 9497 members 
Mstep: Class 9 contains 71560 members 
Mstep: Class 10 contains 37360 members 
Mstep: Class 11 contains 57601 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 53300 members 
Mstep: Class 14 contains 21115 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76290 members 
Mstep: Class 19 contains 96964 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576712.000000 Penalty: 36850.429688
Iteration 179Q: 18 clusters Score -7.557671e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 24827 members 
Mstep: Class 3 contains 5367 members 
Mstep: Class 4 contains 38247 members 
Mstep: Class 5 contains 44200 members 
Mstep: Class 6 contains 78240 members 
Mstep: Class 7 contains 9571 members 
Mstep: Class 9 contains 71537 members 
Mstep: Class 10 contains 37376 members 
Mstep: Class 11 contains 57605 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 53348 members 
Mstep: Class 14 contains 21133 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76290 members 
Mstep: Class 19 contains 96906 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576584.000000 Penalty: 36850.429688
Iteration 180F: 18 clusters Score -7.557658e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 24813 members 
Mstep: Class 3 contains 5385 members 
Mstep: Class 4 contains 38221 members 
Mstep: Class 5 contains 44201 members 
Mstep: Class 6 contains 78176 members 
Mstep: Class 7 contains 9650 members 
Mstep: Class 9 contains 71512 members 
Mstep: Class 10 contains 37398 members 
Mstep: Class 11 contains 57630 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 53394 members 
Mstep: Class 14 contains 21163 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76293 members 
Mstep: Class 19 contains 96809 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576672.000000 Penalty: 36850.429688
Iteration 181Q: 18 clusters Score -7.557667e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 24798 members 
Mstep: Class 3 contains 5385 members 
Mstep: Class 4 contains 38191 members 
Mstep: Class 5 contains 44211 members 
Mstep: Class 6 contains 78107 members 
Mstep: Class 7 contains 9722 members 
Mstep: Class 9 contains 71505 members 
Mstep: Class 10 contains 37404 members 
Mstep: Class 11 contains 57635 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 53467 members 
Mstep: Class 14 contains 21191 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76298 members 
Mstep: Class 19 contains 96727 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576608.000000 Penalty: 36850.429688
Iteration 182Q: 18 clusters Score -7.557661e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 24796 members 
Mstep: Class 3 contains 5388 members 
Mstep: Class 4 contains 38165 members 
Mstep: Class 5 contains 44220 members 
Mstep: Class 6 contains 78018 members 
Mstep: Class 7 contains 9776 members 
Mstep: Class 9 contains 71509 members 
Mstep: Class 10 contains 37412 members 
Mstep: Class 11 contains 57644 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 53551 members 
Mstep: Class 14 contains 21218 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76295 members 
Mstep: Class 19 contains 96643 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576616.000000 Penalty: 36850.429688
Iteration 183Q: 18 clusters Score -7.557662e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 24808 members 
Mstep: Class 3 contains 5389 members 
Mstep: Class 4 contains 38146 members 
Mstep: Class 5 contains 44235 members 
Mstep: Class 6 contains 77940 members 
Mstep: Class 7 contains 9823 members 
Mstep: Class 9 contains 71504 members 
Mstep: Class 10 contains 37427 members 
Mstep: Class 11 contains 57639 members 
Mstep: Class 12 contains 3487 members 
Mstep: Class 13 contains 53652 members 
Mstep: Class 14 contains 21223 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76285 members 
Mstep: Class 19 contains 96562 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576576.000000 Penalty: 36850.429688
Iteration 184Q: 18 clusters Score -7.557658e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 24819 members 
Mstep: Class 3 contains 5388 members 
Mstep: Class 4 contains 38108 members 
Mstep: Class 5 contains 44252 members 
Mstep: Class 6 contains 77872 members 
Mstep: Class 7 contains 9879 members 
Mstep: Class 9 contains 71503 members 
Mstep: Class 10 contains 37443 members 
Mstep: Class 11 contains 57632 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 53719 members 
Mstep: Class 14 contains 21239 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76273 members 
Mstep: Class 19 contains 96507 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576704.000000 Penalty: 36850.429688
Iteration 185Q: 18 clusters Score -7.55767e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 24845 members 
Mstep: Class 3 contains 5392 members 
Mstep: Class 4 contains 38079 members 
Mstep: Class 5 contains 44261 members 
Mstep: Class 6 contains 77803 members 
Mstep: Class 7 contains 9939 members 
Mstep: Class 9 contains 71498 members 
Mstep: Class 10 contains 37462 members 
Mstep: Class 11 contains 57630 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 53759 members 
Mstep: Class 14 contains 21232 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76281 members 
Mstep: Class 19 contains 96457 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576800.000000 Penalty: 36850.429688
Iteration 186Q: 18 clusters Score -7.55768e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 24868 members 
Mstep: Class 3 contains 5395 members 
Mstep: Class 4 contains 38042 members 
Mstep: Class 5 contains 44268 members 
Mstep: Class 6 contains 77753 members 
Mstep: Class 7 contains 9988 members 
Mstep: Class 9 contains 71498 members 
Mstep: Class 10 contains 37482 members 
Mstep: Class 11 contains 57623 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 53787 members 
Mstep: Class 14 contains 21247 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76273 members 
Mstep: Class 19 contains 96416 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576632.000000 Penalty: 36850.429688
Iteration 187Q: 18 clusters Score -7.557663e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 24891 members 
Mstep: Class 3 contains 5404 members 
Mstep: Class 4 contains 38015 members 
Mstep: Class 5 contains 44283 members 
Mstep: Class 6 contains 77700 members 
Mstep: Class 7 contains 10047 members 
Mstep: Class 9 contains 71479 members 
Mstep: Class 10 contains 37499 members 
Mstep: Class 11 contains 57619 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 53802 members 
Mstep: Class 14 contains 21272 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76259 members 
Mstep: Class 19 contains 96368 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576608.000000 Penalty: 36850.429688
Iteration 188Q: 18 clusters Score -7.557661e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 24917 members 
Mstep: Class 3 contains 5411 members 
Mstep: Class 4 contains 37992 members 
Mstep: Class 5 contains 44293 members 
Mstep: Class 6 contains 77620 members 
Mstep: Class 7 contains 10101 members 
Mstep: Class 9 contains 71471 members 
Mstep: Class 10 contains 37522 members 
Mstep: Class 11 contains 57610 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 53849 members 
Mstep: Class 14 contains 21295 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76237 members 
Mstep: Class 19 contains 96318 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576664.000000 Penalty: 36850.429688
Iteration 189Q: 18 clusters Score -7.557666e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 24950 members 
Mstep: Class 3 contains 5414 members 
Mstep: Class 4 contains 37970 members 
Mstep: Class 5 contains 44293 members 
Mstep: Class 6 contains 77542 members 
Mstep: Class 7 contains 10156 members 
Mstep: Class 9 contains 71464 members 
Mstep: Class 10 contains 37553 members 
Mstep: Class 11 contains 57609 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 53879 members 
Mstep: Class 14 contains 21314 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76223 members 
Mstep: Class 19 contains 96269 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576760.000000 Penalty: 36850.429688
Iteration 190Q: 18 clusters Score -7.557676e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 24968 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 37970 members 
Mstep: Class 5 contains 44286 members 
Mstep: Class 6 contains 77475 members 
Mstep: Class 7 contains 10220 members 
Mstep: Class 9 contains 71462 members 
Mstep: Class 10 contains 37564 members 
Mstep: Class 11 contains 57607 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 53912 members 
Mstep: Class 14 contains 21331 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76203 members 
Mstep: Class 19 contains 96211 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576840.000000 Penalty: 36850.429688
Iteration 191Q: 18 clusters Score -7.557684e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 24985 members 
Mstep: Class 3 contains 5433 members 
Mstep: Class 4 contains 37948 members 
Mstep: Class 5 contains 44277 members 
Mstep: Class 6 contains 77395 members 
Mstep: Class 7 contains 10289 members 
Mstep: Class 9 contains 71454 members 
Mstep: Class 10 contains 37585 members 
Mstep: Class 11 contains 57611 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 53929 members 
Mstep: Class 14 contains 21346 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76194 members 
Mstep: Class 19 contains 96188 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576656.000000 Penalty: 36850.429688
Iteration 192Q: 18 clusters Score -7.557666e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25004 members 
Mstep: Class 3 contains 5429 members 
Mstep: Class 4 contains 37923 members 
Mstep: Class 5 contains 44275 members 
Mstep: Class 6 contains 77329 members 
Mstep: Class 7 contains 10337 members 
Mstep: Class 9 contains 71441 members 
Mstep: Class 10 contains 37606 members 
Mstep: Class 11 contains 57611 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 53961 members 
Mstep: Class 14 contains 21360 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76185 members 
Mstep: Class 19 contains 96172 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576680.000000 Penalty: 36850.429688
Iteration 193Q: 18 clusters Score -7.557668e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25024 members 
Mstep: Class 3 contains 5431 members 
Mstep: Class 4 contains 37902 members 
Mstep: Class 5 contains 44288 members 
Mstep: Class 6 contains 77257 members 
Mstep: Class 7 contains 10395 members 
Mstep: Class 9 contains 71428 members 
Mstep: Class 10 contains 37607 members 
Mstep: Class 11 contains 57615 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 53990 members 
Mstep: Class 14 contains 21369 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76183 members 
Mstep: Class 19 contains 96144 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576728.000000 Penalty: 36850.429688
Iteration 194Q: 18 clusters Score -7.557673e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25048 members 
Mstep: Class 3 contains 5437 members 
Mstep: Class 4 contains 37883 members 
Mstep: Class 5 contains 44281 members 
Mstep: Class 6 contains 77203 members 
Mstep: Class 7 contains 10437 members 
Mstep: Class 9 contains 71409 members 
Mstep: Class 10 contains 37614 members 
Mstep: Class 11 contains 57639 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 54002 members 
Mstep: Class 14 contains 21391 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76172 members 
Mstep: Class 19 contains 96117 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576864.000000 Penalty: 36850.429688
Iteration 195Q: 18 clusters Score -7.557686e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25075 members 
Mstep: Class 3 contains 5437 members 
Mstep: Class 4 contains 37862 members 
Mstep: Class 5 contains 44277 members 
Mstep: Class 6 contains 77163 members 
Mstep: Class 7 contains 10480 members 
Mstep: Class 9 contains 71389 members 
Mstep: Class 10 contains 37623 members 
Mstep: Class 11 contains 57646 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 54012 members 
Mstep: Class 14 contains 21402 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76169 members 
Mstep: Class 19 contains 96098 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576784.000000 Penalty: 36850.429688
Iteration 196Q: 18 clusters Score -7.557678e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25096 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 37844 members 
Mstep: Class 5 contains 44271 members 
Mstep: Class 6 contains 77106 members 
Mstep: Class 7 contains 10537 members 
Mstep: Class 9 contains 71379 members 
Mstep: Class 10 contains 37627 members 
Mstep: Class 11 contains 57661 members 
Mstep: Class 12 contains 3488 members 
Mstep: Class 13 contains 54013 members 
Mstep: Class 14 contains 21410 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76163 members 
Mstep: Class 19 contains 96084 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576792.000000 Penalty: 36850.429688
Iteration 197Q: 18 clusters Score -7.557679e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25116 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 37828 members 
Mstep: Class 5 contains 44264 members 
Mstep: Class 6 contains 77053 members 
Mstep: Class 7 contains 10585 members 
Mstep: Class 9 contains 71373 members 
Mstep: Class 10 contains 37629 members 
Mstep: Class 11 contains 57673 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 54003 members 
Mstep: Class 14 contains 21428 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76163 members 
Mstep: Class 19 contains 96076 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576744.000000 Penalty: 36850.429688
Iteration 198Q: 18 clusters Score -7.557674e+07 nChanged 403
Entering ConstructFrom: 
Score: -75576744.000000 Penalty: 36850.429688
Entering ConstructFrom: 
Trying to split cluster 1 (1974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Entering Unmasked Estep 
Score: -248537.781250 Penalty: 1233.020264
	Iteration 0F: 2 clusters Score -248537.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -246461.265625 Penalty: 2466.040527
	Iteration 0F: 3 clusters Score -246461.3 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -246905.875000 Penalty: 2466.040527
	Iteration 1F: 3 clusters Score -246905.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -247010.984375 Penalty: 2466.040527
	Iteration 2F: 3 clusters Score -247011 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -247058.875000 Penalty: 2466.040527
	Iteration 3Q: 3 clusters Score -247058.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -247094.859375 Penalty: 2466.040527
	Iteration 4Q: 3 clusters Score -247094.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -247118.890625 Penalty: 2466.040527
	Iteration 5Q: 3 clusters Score -247118.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -247131.656250 Penalty: 2466.040527
	Iteration 6Q: 3 clusters Score -247131.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -247143.921875 Penalty: 2466.040527
	Iteration 7Q: 3 clusters Score -247143.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -247149.718750 Penalty: 2466.040527
	Iteration 8Q: 3 clusters Score -247149.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -247154.187500 Penalty: 2466.040527
	Iteration 9Q: 3 clusters Score -247154.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -247157.750000 Penalty: 2466.040527
	Iteration 10Q: 3 clusters Score -247157.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -247163.390625 Penalty: 2466.040527
	Iteration 11Q: 3 clusters Score -247163.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -247168.250000 Penalty: 2466.040527
	Iteration 12Q: 3 clusters Score -247168.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -247171.390625 Penalty: 2466.040527
	Iteration 13Q: 3 clusters Score -247171.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -247172.796875 Penalty: 2466.040527
	Iteration 14Q: 3 clusters Score -247172.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -247175.875000 Penalty: 2466.040527
	Iteration 15Q: 3 clusters Score -247175.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -247177.296875 Penalty: 2466.040527
	Iteration 16Q: 3 clusters Score -247177.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -247179.156250 Penalty: 2466.040527
	Iteration 17Q: 3 clusters Score -247179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -247179.812500 Penalty: 2466.040527
	Iteration 18Q: 3 clusters Score -247179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -247179.828125 Penalty: 2466.040527
	Iteration 19Q: 3 clusters Score -247179.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -247179.828125 Penalty: 2466.040527
	Iteration 20F: 3 clusters Score -247179.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Entering Unmasked Estep 
Score: -3022034.500000 Penalty: 1646.401001
	Iteration 0F: 2 clusters Score -3022034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -3005130.000000 Penalty: 3292.802002
	Iteration 0F: 3 clusters Score -3005130 nChanged 11466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -3011252.500000 Penalty: 3292.802002
	Iteration 1F: 3 clusters Score -3011252 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3011734.250000 Penalty: 3292.802002
	Iteration 2Q: 3 clusters Score -3011734 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3012192.750000 Penalty: 3292.802002
	Iteration 3Q: 3 clusters Score -3012193 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3012809.250000 Penalty: 3292.802002
	Iteration 4F: 3 clusters Score -3012809 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3013592.500000 Penalty: 3292.802002
	Iteration 5F: 3 clusters Score -3013592 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -3014630.750000 Penalty: 3292.802002
	Iteration 6F: 3 clusters Score -3014631 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3015964.250000 Penalty: 3292.802002
	Iteration 7F: 3 clusters Score -3015964 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -3017417.250000 Penalty: 3292.802002
	Iteration 8F: 3 clusters Score -3017417 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -3018613.000000 Penalty: 3292.802002
	Iteration 9F: 3 clusters Score -3018613 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3019542.000000 Penalty: 3292.802002
	Iteration 10Q: 3 clusters Score -3019542 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -3020088.250000 Penalty: 3292.802002
	Iteration 11Q: 3 clusters Score -3020088 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3020308.000000 Penalty: 3292.802002
	Iteration 12Q: 3 clusters Score -3020308 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3020444.750000 Penalty: 3292.802002
	Iteration 13Q: 3 clusters Score -3020445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3020506.750000 Penalty: 3292.802002
	Iteration 14Q: 3 clusters Score -3020507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3020535.500000 Penalty: 3292.802002
	Iteration 15Q: 3 clusters Score -3020536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3020577.750000 Penalty: 3292.802002
	Iteration 16Q: 3 clusters Score -3020578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3020601.250000 Penalty: 3292.802002
	Iteration 17Q: 3 clusters Score -3020601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3020612.250000 Penalty: 3292.802002
	Iteration 18Q: 3 clusters Score -3020612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3020617.250000 Penalty: 3292.802002
	Iteration 19Q: 3 clusters Score -3020617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3020619.250000 Penalty: 3292.802002
	Iteration 20F: 3 clusters Score -3020619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Entering Unmasked Estep 
Score: -672061.937500 Penalty: 1397.779175
	Iteration 0F: 2 clusters Score -672061.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -667794.125000 Penalty: 2795.558350
	Iteration 0F: 3 clusters Score -667794.1 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -668940.250000 Penalty: 2795.558350
	Iteration 1F: 3 clusters Score -668940.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -669113.000000 Penalty: 2795.558350
	Iteration 2F: 3 clusters Score -669113 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -669241.937500 Penalty: 2795.558350
	Iteration 3F: 3 clusters Score -669241.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -669318.250000 Penalty: 2795.558350
	Iteration 4Q: 3 clusters Score -669318.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -669369.812500 Penalty: 2795.558350
	Iteration 5Q: 3 clusters Score -669369.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -669413.562500 Penalty: 2795.558350
	Iteration 6Q: 3 clusters Score -669413.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -669454.000000 Penalty: 2795.558350
	Iteration 7Q: 3 clusters Score -669454 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -669495.500000 Penalty: 2795.558350
	Iteration 8Q: 3 clusters Score -669495.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -669520.812500 Penalty: 2795.558350
	Iteration 9Q: 3 clusters Score -669520.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -669549.375000 Penalty: 2795.558350
	Iteration 10Q: 3 clusters Score -669549.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -669578.125000 Penalty: 2795.558350
	Iteration 11Q: 3 clusters Score -669578.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -669606.125000 Penalty: 2795.558350
	Iteration 12Q: 3 clusters Score -669606.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -669641.875000 Penalty: 2795.558350
	Iteration 13Q: 3 clusters Score -669641.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -669677.312500 Penalty: 2795.558350
	Iteration 14Q: 3 clusters Score -669677.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -669720.750000 Penalty: 2795.558350
	Iteration 15Q: 3 clusters Score -669720.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -669778.437500 Penalty: 2795.558350
	Iteration 16Q: 3 clusters Score -669778.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -669855.000000 Penalty: 2795.558350
	Iteration 17Q: 3 clusters Score -669855 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -669942.312500 Penalty: 2795.558350
	Iteration 18Q: 3 clusters Score -669942.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -670029.937500 Penalty: 2795.558350
	Iteration 19Q: 3 clusters Score -670029.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -670140.750000 Penalty: 2795.558350
	Iteration 20F: 3 clusters Score -670140.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -670272.250000 Penalty: 2795.558350
	Iteration 21Q: 3 clusters Score -670272.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -670404.812500 Penalty: 2795.558350
	Iteration 22Q: 3 clusters Score -670404.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -670520.375000 Penalty: 2795.558350
	Iteration 23Q: 3 clusters Score -670520.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -670596.187500 Penalty: 2795.558350
	Iteration 24Q: 3 clusters Score -670596.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -670653.937500 Penalty: 2795.558350
	Iteration 25Q: 3 clusters Score -670653.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -670693.687500 Penalty: 2795.558350
	Iteration 26Q: 3 clusters Score -670693.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -670728.437500 Penalty: 2795.558350
	Iteration 27Q: 3 clusters Score -670728.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -670751.625000 Penalty: 2795.558350
	Iteration 28Q: 3 clusters Score -670751.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -670768.187500 Penalty: 2795.558350
	Iteration 29Q: 3 clusters Score -670768.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -670783.562500 Penalty: 2795.558350
	Iteration 30Q: 3 clusters Score -670783.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -670797.750000 Penalty: 2795.558350
	Iteration 31Q: 3 clusters Score -670797.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -670805.750000 Penalty: 2795.558350
	Iteration 32Q: 3 clusters Score -670805.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -670811.437500 Penalty: 2795.558350
	Iteration 33Q: 3 clusters Score -670811.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -670815.687500 Penalty: 2795.558350
	Iteration 34Q: 3 clusters Score -670815.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -670825.062500 Penalty: 2795.558350
	Iteration 35Q: 3 clusters Score -670825.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -670832.500000 Penalty: 2795.558350
	Iteration 36Q: 3 clusters Score -670832.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -670835.812500 Penalty: 2795.558350
	Iteration 37Q: 3 clusters Score -670835.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -670839.625000 Penalty: 2795.558350
	Iteration 38Q: 3 clusters Score -670839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -670839.625000 Penalty: 2795.558350
	Iteration 39Q: 3 clusters Score -670839.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -670839.625000 Penalty: 2795.558350
	Iteration 40F: 3 clusters Score -670839.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Entering Unmasked Estep 
Score: -4704561.000000 Penalty: 1712.739014
	Iteration 0F: 2 clusters Score -4704561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -4679241.000000 Penalty: 3425.478027
	Iteration 0F: 3 clusters Score -4679241 nChanged 17452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -4689171.000000 Penalty: 3425.478027
	Iteration 1F: 3 clusters Score -4689171 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -4689816.000000 Penalty: 3425.478027
	Iteration 2Q: 3 clusters Score -4689816 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -4690668.500000 Penalty: 3425.478027
	Iteration 3Q: 3 clusters Score -4690668 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -4691739.000000 Penalty: 3425.478027
	Iteration 4F: 3 clusters Score -4691739 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -4693236.500000 Penalty: 3425.478027
	Iteration 5F: 3 clusters Score -4693236 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -4695147.000000 Penalty: 3425.478027
	Iteration 6F: 3 clusters Score -4695147 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -4696952.000000 Penalty: 3425.478027
	Iteration 7F: 3 clusters Score -4696952 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4698074.500000 Penalty: 3425.478027
	Iteration 8F: 3 clusters Score -4698074 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -4698668.500000 Penalty: 3425.478027
	Iteration 9Q: 3 clusters Score -4698668 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -4698968.000000 Penalty: 3425.478027
	Iteration 10Q: 3 clusters Score -4698968 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -4699184.500000 Penalty: 3425.478027
	Iteration 11Q: 3 clusters Score -4699184 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -4699421.000000 Penalty: 3425.478027
	Iteration 12Q: 3 clusters Score -4699421 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -4699595.000000 Penalty: 3425.478027
	Iteration 13Q: 3 clusters Score -4699595 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -4699767.000000 Penalty: 3425.478027
	Iteration 14Q: 3 clusters Score -4699767 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -4699932.000000 Penalty: 3425.478027
	Iteration 15Q: 3 clusters Score -4699932 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -4700072.500000 Penalty: 3425.478027
	Iteration 16Q: 3 clusters Score -4700072 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -4700254.500000 Penalty: 3425.478027
	Iteration 17Q: 3 clusters Score -4700254 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -4700371.500000 Penalty: 3425.478027
	Iteration 18Q: 3 clusters Score -4700372 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -4700518.000000 Penalty: 3425.478027
	Iteration 19Q: 3 clusters Score -4700518 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -4700646.500000 Penalty: 3425.478027
	Iteration 20F: 3 clusters Score -4700646 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -4700813.500000 Penalty: 3425.478027
	Iteration 21Q: 3 clusters Score -4700814 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -4700995.000000 Penalty: 3425.478027
	Iteration 22Q: 3 clusters Score -4700995 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -4701153.000000 Penalty: 3425.478027
	Iteration 23Q: 3 clusters Score -4701153 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -4701315.000000 Penalty: 3425.478027
	Iteration 24Q: 3 clusters Score -4701315 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -4701430.500000 Penalty: 3425.478027
	Iteration 25Q: 3 clusters Score -4701430 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -4701580.000000 Penalty: 3425.478027
	Iteration 26Q: 3 clusters Score -4701580 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -4701749.000000 Penalty: 3425.478027
	Iteration 27Q: 3 clusters Score -4701749 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -4701898.000000 Penalty: 3425.478027
	Iteration 28Q: 3 clusters Score -4701898 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -4702018.000000 Penalty: 3425.478027
	Iteration 29Q: 3 clusters Score -4702018 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -4702141.500000 Penalty: 3425.478027
	Iteration 30Q: 3 clusters Score -4702142 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -4702285.000000 Penalty: 3425.478027
	Iteration 31Q: 3 clusters Score -4702285 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4702380.000000 Penalty: 3425.478027
	Iteration 32Q: 3 clusters Score -4702380 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4702477.500000 Penalty: 3425.478027
	Iteration 33Q: 3 clusters Score -4702478 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4702548.000000 Penalty: 3425.478027
	Iteration 34Q: 3 clusters Score -4702548 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4702623.500000 Penalty: 3425.478027
	Iteration 35Q: 3 clusters Score -4702624 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4702708.000000 Penalty: 3425.478027
	Iteration 36Q: 3 clusters Score -4702708 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4702798.500000 Penalty: 3425.478027
	Iteration 37Q: 3 clusters Score -4702798 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4702877.500000 Penalty: 3425.478027
	Iteration 38Q: 3 clusters Score -4702878 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4702947.000000 Penalty: 3425.478027
	Iteration 39Q: 3 clusters Score -4702947 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4702982.000000 Penalty: 3425.478027
	Iteration 40F: 3 clusters Score -4702982 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4703023.500000 Penalty: 3425.478027
	Iteration 41Q: 3 clusters Score -4703024 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4703069.500000 Penalty: 3425.478027
	Iteration 42Q: 3 clusters Score -4703070 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4703099.500000 Penalty: 3425.478027
	Iteration 43Q: 3 clusters Score -4703100 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4703120.500000 Penalty: 3425.478027
	Iteration 44Q: 3 clusters Score -4703120 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4703149.500000 Penalty: 3425.478027
	Iteration 45Q: 3 clusters Score -4703150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4703180.500000 Penalty: 3425.478027
	Iteration 46Q: 3 clusters Score -4703180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4703193.500000 Penalty: 3425.478027
	Iteration 47Q: 3 clusters Score -4703194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4703204.000000 Penalty: 3425.478027
	Iteration 48Q: 3 clusters Score -4703204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4703212.500000 Penalty: 3425.478027
	Iteration 49Q: 3 clusters Score -4703212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4703220.500000 Penalty: 3425.478027
	Iteration 50Q: 3 clusters Score -4703220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4703222.500000 Penalty: 3425.478027
	Iteration 51Q: 3 clusters Score -4703222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4703222.500000 Penalty: 3425.478027
	Iteration 52Q: 3 clusters Score -4703222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4703232.500000 Penalty: 3425.478027
	Iteration 53Q: 3 clusters Score -4703232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4703241.500000 Penalty: 3425.478027
	Iteration 54Q: 3 clusters Score -4703242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4703246.000000 Penalty: 3425.478027
	Iteration 55Q: 3 clusters Score -4703246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4703251.500000 Penalty: 3425.478027
	Iteration 56Q: 3 clusters Score -4703252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4703252.500000 Penalty: 3425.478027
	Iteration 57Q: 3 clusters Score -4703252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4703256.500000 Penalty: 3425.478027
	Iteration 58Q: 3 clusters Score -4703256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4703255.000000 Penalty: 3425.478027
	Iteration 59Q: 3 clusters Score -4703255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4703253.500000 Penalty: 3425.478027
	Iteration 60F: 3 clusters Score -4703254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4703253.500000 Penalty: 3425.478027
	Iteration 61Q: 3 clusters Score -4703254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4703261.000000 Penalty: 3425.478027
	Iteration 62Q: 3 clusters Score -4703261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4703261.000000 Penalty: 3425.478027
	Iteration 63Q: 3 clusters Score -4703261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4703259.000000 Penalty: 3425.478027
	Iteration 64Q: 3 clusters Score -4703259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4703258.500000 Penalty: 3425.478027
	Iteration 65Q: 3 clusters Score -4703258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4703258.500000 Penalty: 3425.478027
	Iteration 66F: 3 clusters Score -4703258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Entering Unmasked Estep 
Score: -5502385.000000 Penalty: 1738.409546
	Iteration 0F: 2 clusters Score -5502385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5472867 nChanged 20571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5484718 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5485426 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5486258 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -5487598 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -5489514.000000 Penalty: 3476.819092
	Iteration 5F: 3 clusters Score -5489514 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -5492108.500000 Penalty: 3476.819092
	Iteration 6F: 3 clusters Score -5492108 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -5494750.000000 Penalty: 3476.819092
	Iteration 7F: 3 clusters Score -5494750 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -5496540.500000 Penalty: 3476.819092
	Iteration 8F: 3 clusters Score -5496540 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -5497425.000000 Penalty: 3476.819092
	Iteration 9Q: 3 clusters Score -5497425 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -5497919.500000 Penalty: 3476.819092
	Iteration 10Q: 3 clusters Score -5497920 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -5498303.000000 Penalty: 3476.819092
	Iteration 11Q: 3 clusters Score -5498303 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -5498670.000000 Penalty: 3476.819092
	Iteration 12Q: 3 clusters Score -5498670 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -5498943.500000 Penalty: 3476.819092
	Iteration 13Q: 3 clusters Score -5498944 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -5499204.500000 Penalty: 3476.819092
	Iteration 14Q: 3 clusters Score -5499204 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -5499410.000000 Penalty: 3476.819092
	Iteration 15Q: 3 clusters Score -5499410 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -5499586.000000 Penalty: 3476.819092
	Iteration 16Q: 3 clusters Score -5499586 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -5499732.500000 Penalty: 3476.819092
	Iteration 17Q: 3 clusters Score -5499732 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -5499865.500000 Penalty: 3476.819092
	Iteration 18Q: 3 clusters Score -5499866 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -5499973.500000 Penalty: 3476.819092
	Iteration 19Q: 3 clusters Score -5499974 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -5500071.000000 Penalty: 3476.819092
	Iteration 20F: 3 clusters Score -5500071 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -5500141.500000 Penalty: 3476.819092
	Iteration 21Q: 3 clusters Score -5500142 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -5500204.500000 Penalty: 3476.819092
	Iteration 22Q: 3 clusters Score -5500204 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -5500279.500000 Penalty: 3476.819092
	Iteration 23Q: 3 clusters Score -5500280 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -5500350.500000 Penalty: 3476.819092
	Iteration 24Q: 3 clusters Score -5500350 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -5500402.500000 Penalty: 3476.819092
	Iteration 25Q: 3 clusters Score -5500402 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -5500454.000000 Penalty: 3476.819092
	Iteration 26Q: 3 clusters Score -5500454 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -5500509.000000 Penalty: 3476.819092
	Iteration 27Q: 3 clusters Score -5500509 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -5500549.000000 Penalty: 3476.819092
	Iteration 28Q: 3 clusters Score -5500549 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -5500594.500000 Penalty: 3476.819092
	Iteration 29Q: 3 clusters Score -5500594 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5500649.000000 Penalty: 3476.819092
	Iteration 30Q: 3 clusters Score -5500649 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -5500717.500000 Penalty: 3476.819092
	Iteration 31Q: 3 clusters Score -5500718 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -5500749.500000 Penalty: 3476.819092
	Iteration 32Q: 3 clusters Score -5500750 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -5500796.000000 Penalty: 3476.819092
	Iteration 33Q: 3 clusters Score -5500796 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5500824.000000 Penalty: 3476.819092
	Iteration 34Q: 3 clusters Score -5500824 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5500841.000000 Penalty: 3476.819092
	Iteration 35Q: 3 clusters Score -5500841 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5500875.000000 Penalty: 3476.819092
	Iteration 36Q: 3 clusters Score -5500875 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5500911.000000 Penalty: 3476.819092
	Iteration 37Q: 3 clusters Score -5500911 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5500926.500000 Penalty: 3476.819092
	Iteration 38Q: 3 clusters Score -5500926 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5500940.500000 Penalty: 3476.819092
	Iteration 39Q: 3 clusters Score -5500940 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5500952.000000 Penalty: 3476.819092
	Iteration 40F: 3 clusters Score -5500952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5500965.500000 Penalty: 3476.819092
	Iteration 41Q: 3 clusters Score -5500966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5500978.000000 Penalty: 3476.819092
	Iteration 42Q: 3 clusters Score -5500978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5500980.000000 Penalty: 3476.819092
	Iteration 43Q: 3 clusters Score -5500980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5500991.500000 Penalty: 3476.819092
	Iteration 44Q: 3 clusters Score -5500992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5500995.500000 Penalty: 3476.819092
	Iteration 45Q: 3 clusters Score -5500996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5501003.000000 Penalty: 3476.819092
	Iteration 46Q: 3 clusters Score -5501003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5501016.000000 Penalty: 3476.819092
	Iteration 47Q: 3 clusters Score -5501016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5501017.500000 Penalty: 3476.819092
	Iteration 48Q: 3 clusters Score -5501018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5501031.000000 Penalty: 3476.819092
	Iteration 49Q: 3 clusters Score -5501031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5501039.000000 Penalty: 3476.819092
	Iteration 50Q: 3 clusters Score -5501039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5501041.500000 Penalty: 3476.819092
	Iteration 51Q: 3 clusters Score -5501042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5501058.000000 Penalty: 3476.819092
	Iteration 52Q: 3 clusters Score -5501058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5501055.500000 Penalty: 3476.819092
	Iteration 53Q: 3 clusters Score -5501056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5501062.000000 Penalty: 3476.819092
	Iteration 54Q: 3 clusters Score -5501062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5501069.000000 Penalty: 3476.819092
	Iteration 55Q: 3 clusters Score -5501069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5501069.500000 Penalty: 3476.819092
	Iteration 56Q: 3 clusters Score -5501070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5501073.000000 Penalty: 3476.819092
	Iteration 57Q: 3 clusters Score -5501073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5501077.500000 Penalty: 3476.819092
	Iteration 58Q: 3 clusters Score -5501078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5501072.500000 Penalty: 3476.819092
	Iteration 59Q: 3 clusters Score -5501072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5501077.000000 Penalty: 3476.819092
	Iteration 60F: 3 clusters Score -5501077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5501075.500000 Penalty: 3476.819092
	Iteration 61Q: 3 clusters Score -5501076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5501085.500000 Penalty: 3476.819092
	Iteration 62Q: 3 clusters Score -5501086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5501079.000000 Penalty: 3476.819092
	Iteration 63Q: 3 clusters Score -5501079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5501084.000000 Penalty: 3476.819092
	Iteration 64Q: 3 clusters Score -5501084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5501088.500000 Penalty: 3476.819092
	Iteration 65Q: 3 clusters Score -5501088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5501088.000000 Penalty: 3476.819092
	Iteration 66Q: 3 clusters Score -5501088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5501091.500000 Penalty: 3476.819092
	Iteration 67Q: 3 clusters Score -5501092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5501095.500000 Penalty: 3476.819092
	Iteration 68Q: 3 clusters Score -5501096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5501101.500000 Penalty: 3476.819092
	Iteration 69Q: 3 clusters Score -5501102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5501103.500000 Penalty: 3476.819092
	Iteration 70Q: 3 clusters Score -5501104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5501108.000000 Penalty: 3476.819092
	Iteration 71Q: 3 clusters Score -5501108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5501112.500000 Penalty: 3476.819092
	Iteration 72Q: 3 clusters Score -5501112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5501116.500000 Penalty: 3476.819092
	Iteration 73Q: 3 clusters Score -5501116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5501118.000000 Penalty: 3476.819092
	Iteration 74Q: 3 clusters Score -5501118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5501117.500000 Penalty: 3476.819092
	Iteration 75Q: 3 clusters Score -5501118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5501118.500000 Penalty: 3476.819092
	Iteration 76Q: 3 clusters Score -5501118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5501120.500000 Penalty: 3476.819092
	Iteration 77Q: 3 clusters Score -5501120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5501122.500000 Penalty: 3476.819092
	Iteration 78Q: 3 clusters Score -5501122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5501123.000000 Penalty: 3476.819092
	Iteration 79Q: 3 clusters Score -5501123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5501127.500000 Penalty: 3476.819092
	Iteration 80F: 3 clusters Score -5501128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5501133.000000 Penalty: 3476.819092
	Iteration 81Q: 3 clusters Score -5501133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5501133.500000 Penalty: 3476.819092
	Iteration 82Q: 3 clusters Score -5501134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5501132.000000 Penalty: 3476.819092
	Iteration 83Q: 3 clusters Score -5501132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5501131.000000 Penalty: 3476.819092
	Iteration 84Q: 3 clusters Score -5501131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5501128.500000 Penalty: 3476.819092
	Iteration 85Q: 3 clusters Score -5501128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5501124.500000 Penalty: 3476.819092
	Iteration 86Q: 3 clusters Score -5501124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5501123.000000 Penalty: 3476.819092
	Iteration 87Q: 3 clusters Score -5501123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5501127.500000 Penalty: 3476.819092
	Iteration 88Q: 3 clusters Score -5501128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5501126.000000 Penalty: 3476.819092
	Iteration 89Q: 3 clusters Score -5501126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5501128.500000 Penalty: 3476.819092
	Iteration 90Q: 3 clusters Score -5501128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5501131.000000 Penalty: 3476.819092
	Iteration 91Q: 3 clusters Score -5501131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5501126.000000 Penalty: 3476.819092
	Iteration 92Q: 3 clusters Score -5501126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5501128.000000 Penalty: 3476.819092
	Iteration 93Q: 3 clusters Score -5501128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5501128.500000 Penalty: 3476.819092
	Iteration 94Q: 3 clusters Score -5501128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5501127.000000 Penalty: 3476.819092
	Iteration 95Q: 3 clusters Score -5501127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5501134.500000 Penalty: 3476.819092
	Iteration 96Q: 3 clusters Score -5501134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5501132.500000 Penalty: 3476.819092
	Iteration 97Q: 3 clusters Score -5501132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5501135.000000 Penalty: 3476.819092
	Iteration 98Q: 3 clusters Score -5501135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5501136.500000 Penalty: 3476.819092
	Iteration 99Q: 3 clusters Score -5501136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5501140.500000 Penalty: 3476.819092
	Iteration 100F: 3 clusters Score -5501140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5501144.000000 Penalty: 3476.819092
	Iteration 101Q: 3 clusters Score -5501144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5501142.500000 Penalty: 3476.819092
	Iteration 102Q: 3 clusters Score -5501142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5501138.000000 Penalty: 3476.819092
	Iteration 103Q: 3 clusters Score -5501138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5501142.500000 Penalty: 3476.819092
	Iteration 104Q: 3 clusters Score -5501142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5501145.000000 Penalty: 3476.819092
	Iteration 105Q: 3 clusters Score -5501145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5501145.500000 Penalty: 3476.819092
	Iteration 106Q: 3 clusters Score -5501146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5501145.500000 Penalty: 3476.819092
	Iteration 107F: 3 clusters Score -5501146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (76985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Entering Unmasked Estep 
Score: -9525387.000000 Penalty: 1828.346924
	Iteration 0F: 2 clusters Score -9525387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -9475794.000000 Penalty: 3656.693848
	Iteration 0F: 3 clusters Score -9475794 nChanged 36393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -9496795.000000 Penalty: 3656.693848
	Iteration 1F: 3 clusters Score -9496795 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -9497342.000000 Penalty: 3656.693848
	Iteration 2Q: 3 clusters Score -9497342 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -9497898.000000 Penalty: 3656.693848
	Iteration 3Q: 3 clusters Score -9497898 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -9498569.000000 Penalty: 3656.693848
	Iteration 4Q: 3 clusters Score -9498569 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -9499425.000000 Penalty: 3656.693848
	Iteration 5Q: 3 clusters Score -9499425 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -9500858.000000 Penalty: 3656.693848
	Iteration 6Q: 3 clusters Score -9500858 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -9502896.000000 Penalty: 3656.693848
	Iteration 7F: 3 clusters Score -9502896 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -9505895.000000 Penalty: 3656.693848
	Iteration 8F: 3 clusters Score -9505895 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -9509860.000000 Penalty: 3656.693848
	Iteration 9F: 3 clusters Score -9509860 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -9514153.000000 Penalty: 3656.693848
	Iteration 10F: 3 clusters Score -9514153 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 68796 members 
Entering Unmasked Estep 
Score: -9517564.000000 Penalty: 3656.693848
	Iteration 11F: 3 clusters Score -9517564 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -9519608.000000 Penalty: 3656.693848
	Iteration 12Q: 3 clusters Score -9519608 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 72954 members 
Entering Unmasked Estep 
Score: -9520956.000000 Penalty: 3656.693848
	Iteration 13Q: 3 clusters Score -9520956 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -9521872.000000 Penalty: 3656.693848
	Iteration 14Q: 3 clusters Score -9521872 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -9522477.000000 Penalty: 3656.693848
	Iteration 15Q: 3 clusters Score -9522477 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -9522904.000000 Penalty: 3656.693848
	Iteration 16Q: 3 clusters Score -9522904 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 75565 members 
Entering Unmasked Estep 
Score: -9523148.000000 Penalty: 3656.693848
	Iteration 17Q: 3 clusters Score -9523148 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -9523314.000000 Penalty: 3656.693848
	Iteration 18Q: 3 clusters Score -9523314 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 75884 members 
Entering Unmasked Estep 
Score: -9523410.000000 Penalty: 3656.693848
	Iteration 19Q: 3 clusters Score -9523410 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 75983 members 
Entering Unmasked Estep 
Score: -9523488.000000 Penalty: 3656.693848
	Iteration 20F: 3 clusters Score -9523488 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 76045 members 
Entering Unmasked Estep 
Score: -9523517.000000 Penalty: 3656.693848
	Iteration 21Q: 3 clusters Score -9523517 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 76095 members 
Entering Unmasked Estep 
Score: -9523574.000000 Penalty: 3656.693848
	Iteration 22Q: 3 clusters Score -9523574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 76132 members 
Entering Unmasked Estep 
Score: -9523596.000000 Penalty: 3656.693848
	Iteration 23Q: 3 clusters Score -9523596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 76160 members 
Entering Unmasked Estep 
Score: -9523620.000000 Penalty: 3656.693848
	Iteration 24Q: 3 clusters Score -9523620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -9523643.000000 Penalty: 3656.693848
	Iteration 25Q: 3 clusters Score -9523643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 76189 members 
Entering Unmasked Estep 
Score: -9523655.000000 Penalty: 3656.693848
	Iteration 26Q: 3 clusters Score -9523655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 76206 members 
Entering Unmasked Estep 
Score: -9523667.000000 Penalty: 3656.693848
	Iteration 27Q: 3 clusters Score -9523667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 76224 members 
Entering Unmasked Estep 
Score: -9523680.000000 Penalty: 3656.693848
	Iteration 28Q: 3 clusters Score -9523680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 76238 members 
Entering Unmasked Estep 
Score: -9523686.000000 Penalty: 3656.693848
	Iteration 29Q: 3 clusters Score -9523686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -9523692.000000 Penalty: 3656.693848
	Iteration 30Q: 3 clusters Score -9523692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
Score: -9523693.000000 Penalty: 3656.693848
	Iteration 31Q: 3 clusters Score -9523693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
Score: -9523695.000000 Penalty: 3656.693848
	Iteration 32Q: 3 clusters Score -9523695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -9523706.000000 Penalty: 3656.693848
	Iteration 33Q: 3 clusters Score -9523706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -9523703.000000 Penalty: 3656.693848
	Iteration 34Q: 3 clusters Score -9523703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 76276 members 
Entering Unmasked Estep 
Score: -9523698.000000 Penalty: 3656.693848
	Iteration 35Q: 3 clusters Score -9523698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -9523698.000000 Penalty: 3656.693848
	Iteration 36Q: 3 clusters Score -9523698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 76278 members 
Entering Unmasked Estep 
Score: -9523699.000000 Penalty: 3656.693848
	Iteration 37Q: 3 clusters Score -9523699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 76278 members 
Entering Unmasked Estep 
Score: -9523695.000000 Penalty: 3656.693848
	Iteration 38Q: 3 clusters Score -9523695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -9523689.000000 Penalty: 3656.693848
	Iteration 39Q: 3 clusters Score -9523689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -9523689.000000 Penalty: 3656.693848
	Iteration 40F: 3 clusters Score -9523689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Entering Unmasked Estep 
Score: -1349384.625000 Penalty: 1506.699951
	Iteration 0F: 2 clusters Score -1349385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1341825.375000 Penalty: 3013.399902
	Iteration 0F: 3 clusters Score -1341825 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1344221.125000 Penalty: 3013.399902
	Iteration 1F: 3 clusters Score -1344221 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1344474.000000 Penalty: 3013.399902
	Iteration 2F: 3 clusters Score -1344474 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1344666.500000 Penalty: 3013.399902
	Iteration 3Q: 3 clusters Score -1344666 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1344798.875000 Penalty: 3013.399902
	Iteration 4Q: 3 clusters Score -1344799 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1344911.500000 Penalty: 3013.399902
	Iteration 5Q: 3 clusters Score -1344912 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1345001.000000 Penalty: 3013.399902
	Iteration 6Q: 3 clusters Score -1345001 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1345084.625000 Penalty: 3013.399902
	Iteration 7Q: 3 clusters Score -1345085 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1345161.250000 Penalty: 3013.399902
	Iteration 8Q: 3 clusters Score -1345161 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1345250.000000 Penalty: 3013.399902
	Iteration 9Q: 3 clusters Score -1345250 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1345392.250000 Penalty: 3013.399902
	Iteration 10Q: 3 clusters Score -1345392 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1345599.375000 Penalty: 3013.399902
	Iteration 11Q: 3 clusters Score -1345599 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1345840.375000 Penalty: 3013.399902
	Iteration 12Q: 3 clusters Score -1345840 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1346101.125000 Penalty: 3013.399902
	Iteration 13Q: 3 clusters Score -1346101 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1346435.625000 Penalty: 3013.399902
	Iteration 14Q: 3 clusters Score -1346436 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1346697.750000 Penalty: 3013.399902
	Iteration 15Q: 3 clusters Score -1346698 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1346855.000000 Penalty: 3013.399902
	Iteration 16Q: 3 clusters Score -1346855 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1346938.000000 Penalty: 3013.399902
	Iteration 17Q: 3 clusters Score -1346938 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1346967.250000 Penalty: 3013.399902
	Iteration 18Q: 3 clusters Score -1346967 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1346992.500000 Penalty: 3013.399902
	Iteration 19Q: 3 clusters Score -1346992 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1347012.875000 Penalty: 3013.399902
	Iteration 20F: 3 clusters Score -1347013 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1347031.375000 Penalty: 3013.399902
	Iteration 21Q: 3 clusters Score -1347031 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1347043.625000 Penalty: 3013.399902
	Iteration 22Q: 3 clusters Score -1347044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1347059.000000 Penalty: 3013.399902
	Iteration 23Q: 3 clusters Score -1347059 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1347064.000000 Penalty: 3013.399902
	Iteration 24Q: 3 clusters Score -1347064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1347067.750000 Penalty: 3013.399902
	Iteration 25Q: 3 clusters Score -1347068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1347078.750000 Penalty: 3013.399902
	Iteration 26Q: 3 clusters Score -1347079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1347084.625000 Penalty: 3013.399902
	Iteration 27Q: 3 clusters Score -1347085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1347090.125000 Penalty: 3013.399902
	Iteration 28Q: 3 clusters Score -1347090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1347095.750000 Penalty: 3013.399902
	Iteration 29Q: 3 clusters Score -1347096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1347101.750000 Penalty: 3013.399902
	Iteration 30Q: 3 clusters Score -1347102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1347105.625000 Penalty: 3013.399902
	Iteration 31Q: 3 clusters Score -1347106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1347109.750000 Penalty: 3013.399902
	Iteration 32Q: 3 clusters Score -1347110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1347110.750000 Penalty: 3013.399902
	Iteration 33Q: 3 clusters Score -1347111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1347115.875000 Penalty: 3013.399902
	Iteration 34Q: 3 clusters Score -1347116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1347123.000000 Penalty: 3013.399902
	Iteration 35Q: 3 clusters Score -1347123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1347126.625000 Penalty: 3013.399902
	Iteration 36Q: 3 clusters Score -1347127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1347128.125000 Penalty: 3013.399902
	Iteration 37Q: 3 clusters Score -1347128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1347134.250000 Penalty: 3013.399902
	Iteration 38Q: 3 clusters Score -1347134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1347134.125000 Penalty: 3013.399902
	Iteration 39Q: 3 clusters Score -1347134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1347145.500000 Penalty: 3013.399902
	Iteration 40F: 3 clusters Score -1347146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1347144.250000 Penalty: 3013.399902
	Iteration 41Q: 3 clusters Score -1347144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1347148.375000 Penalty: 3013.399902
	Iteration 42Q: 3 clusters Score -1347148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1347152.375000 Penalty: 3013.399902
	Iteration 43Q: 3 clusters Score -1347152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1347158.000000 Penalty: 3013.399902
	Iteration 44Q: 3 clusters Score -1347158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1347163.500000 Penalty: 3013.399902
	Iteration 45Q: 3 clusters Score -1347164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1347165.125000 Penalty: 3013.399902
	Iteration 46Q: 3 clusters Score -1347165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1347168.375000 Penalty: 3013.399902
	Iteration 47Q: 3 clusters Score -1347168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1347170.125000 Penalty: 3013.399902
	Iteration 48Q: 3 clusters Score -1347170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1347172.500000 Penalty: 3013.399902
	Iteration 49Q: 3 clusters Score -1347172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1347179.875000 Penalty: 3013.399902
	Iteration 50Q: 3 clusters Score -1347180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1347183.000000 Penalty: 3013.399902
	Iteration 51Q: 3 clusters Score -1347183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1347185.875000 Penalty: 3013.399902
	Iteration 52Q: 3 clusters Score -1347186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1347186.500000 Penalty: 3013.399902
	Iteration 53Q: 3 clusters Score -1347186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1347187.750000 Penalty: 3013.399902
	Iteration 54Q: 3 clusters Score -1347188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1347188.250000 Penalty: 3013.399902
	Iteration 55Q: 3 clusters Score -1347188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1347187.375000 Penalty: 3013.399902
	Iteration 56Q: 3 clusters Score -1347187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1347190.250000 Penalty: 3013.399902
	Iteration 57Q: 3 clusters Score -1347190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1347193.125000 Penalty: 3013.399902
	Iteration 58Q: 3 clusters Score -1347193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1347193.000000 Penalty: 3013.399902
	Iteration 59Q: 3 clusters Score -1347193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1347190.750000 Penalty: 3013.399902
	Iteration 60F: 3 clusters Score -1347191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1347191.750000 Penalty: 3013.399902
	Iteration 61Q: 3 clusters Score -1347192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1347194.250000 Penalty: 3013.399902
	Iteration 62Q: 3 clusters Score -1347194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1347193.750000 Penalty: 3013.399902
	Iteration 63Q: 3 clusters Score -1347194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1347194.250000 Penalty: 3013.399902
	Iteration 64Q: 3 clusters Score -1347194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1347196.250000 Penalty: 3013.399902
	Iteration 65Q: 3 clusters Score -1347196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1347194.375000 Penalty: 3013.399902
	Iteration 66Q: 3 clusters Score -1347194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1347194.750000 Penalty: 3013.399902
	Iteration 67Q: 3 clusters Score -1347195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1347194.000000 Penalty: 3013.399902
	Iteration 68Q: 3 clusters Score -1347194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1347193.500000 Penalty: 3013.399902
	Iteration 69Q: 3 clusters Score -1347194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1347195.125000 Penalty: 3013.399902
	Iteration 70Q: 3 clusters Score -1347195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1347195.125000 Penalty: 3013.399902
	Iteration 71F: 3 clusters Score -1347195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (71365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71365 members 
Entering Unmasked Estep 
Score: -8891294.000000 Penalty: 1816.028931
	Iteration 0F: 2 clusters Score -8891294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -8845038.000000 Penalty: 3632.057861
	Iteration 0F: 3 clusters Score -8845038 nChanged 33676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -8864394.000000 Penalty: 3632.057861
	Iteration 1F: 3 clusters Score -8864394 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -8864963.000000 Penalty: 3632.057861
	Iteration 2Q: 3 clusters Score -8864963 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -8865751.000000 Penalty: 3632.057861
	Iteration 3Q: 3 clusters Score -8865751 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -8866629.000000 Penalty: 3632.057861
	Iteration 4Q: 3 clusters Score -8866629 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -8867874.000000 Penalty: 3632.057861
	Iteration 5Q: 3 clusters Score -8867874 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -8869804.000000 Penalty: 3632.057861
	Iteration 6F: 3 clusters Score -8869804 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -8872556.000000 Penalty: 3632.057861
	Iteration 7F: 3 clusters Score -8872556 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -8876398.000000 Penalty: 3632.057861
	Iteration 8F: 3 clusters Score -8876398 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -8880525.000000 Penalty: 3632.057861
	Iteration 9F: 3 clusters Score -8880525 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -8883105.000000 Penalty: 3632.057861
	Iteration 10F: 3 clusters Score -8883105 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -8884135.000000 Penalty: 3632.057861
	Iteration 11Q: 3 clusters Score -8884135 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -8884671.000000 Penalty: 3632.057861
	Iteration 12Q: 3 clusters Score -8884671 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -8885131.000000 Penalty: 3632.057861
	Iteration 13Q: 3 clusters Score -8885131 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -8885555.000000 Penalty: 3632.057861
	Iteration 14Q: 3 clusters Score -8885555 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -8885899.000000 Penalty: 3632.057861
	Iteration 15Q: 3 clusters Score -8885899 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 58562 members 
Entering Unmasked Estep 
Score: -8886221.000000 Penalty: 3632.057861
	Iteration 16Q: 3 clusters Score -8886221 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 59386 members 
Entering Unmasked Estep 
Score: -8886500.000000 Penalty: 3632.057861
	Iteration 17Q: 3 clusters Score -8886500 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -8886764.000000 Penalty: 3632.057861
	Iteration 18Q: 3 clusters Score -8886764 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -8887058.000000 Penalty: 3632.057861
	Iteration 19Q: 3 clusters Score -8887058 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -8887301.000000 Penalty: 3632.057861
	Iteration 20F: 3 clusters Score -8887301 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -8887537.000000 Penalty: 3632.057861
	Iteration 21Q: 3 clusters Score -8887537 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -8887727.000000 Penalty: 3632.057861
	Iteration 22Q: 3 clusters Score -8887727 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -8887977.000000 Penalty: 3632.057861
	Iteration 23Q: 3 clusters Score -8887977 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -8888167.000000 Penalty: 3632.057861
	Iteration 24Q: 3 clusters Score -8888167 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 65029 members 
Entering Unmasked Estep 
Score: -8888352.000000 Penalty: 3632.057861
	Iteration 25Q: 3 clusters Score -8888352 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -8888476.000000 Penalty: 3632.057861
	Iteration 26Q: 3 clusters Score -8888476 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -8888598.000000 Penalty: 3632.057861
	Iteration 27Q: 3 clusters Score -8888598 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 66550 members 
Entering Unmasked Estep 
Score: -8888733.000000 Penalty: 3632.057861
	Iteration 28Q: 3 clusters Score -8888733 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 66981 members 
Entering Unmasked Estep 
Score: -8888875.000000 Penalty: 3632.057861
	Iteration 29Q: 3 clusters Score -8888875 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -8888977.000000 Penalty: 3632.057861
	Iteration 30Q: 3 clusters Score -8888977 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 67743 members 
Entering Unmasked Estep 
Score: -8889075.000000 Penalty: 3632.057861
	Iteration 31Q: 3 clusters Score -8889075 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -8889170.000000 Penalty: 3632.057861
	Iteration 32Q: 3 clusters Score -8889170 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 68384 members 
Entering Unmasked Estep 
Score: -8889297.000000 Penalty: 3632.057861
	Iteration 33Q: 3 clusters Score -8889297 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -8889394.000000 Penalty: 3632.057861
	Iteration 34Q: 3 clusters Score -8889394 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
Score: -8889502.000000 Penalty: 3632.057861
	Iteration 35Q: 3 clusters Score -8889502 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
Score: -8889564.000000 Penalty: 3632.057861
	Iteration 36Q: 3 clusters Score -8889564 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
Score: -8889632.000000 Penalty: 3632.057861
	Iteration 37Q: 3 clusters Score -8889632 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 69586 members 
Entering Unmasked Estep 
Score: -8889679.000000 Penalty: 3632.057861
	Iteration 38Q: 3 clusters Score -8889679 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 69760 members 
Entering Unmasked Estep 
Score: -8889715.000000 Penalty: 3632.057861
	Iteration 39Q: 3 clusters Score -8889715 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 69898 members 
Entering Unmasked Estep 
Score: -8889754.000000 Penalty: 3632.057861
	Iteration 40F: 3 clusters Score -8889754 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 70018 members 
Entering Unmasked Estep 
Score: -8889778.000000 Penalty: 3632.057861
	Iteration 41Q: 3 clusters Score -8889778 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 70128 members 
Entering Unmasked Estep 
Score: -8889829.000000 Penalty: 3632.057861
	Iteration 42Q: 3 clusters Score -8889829 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 70225 members 
Entering Unmasked Estep 
Score: -8889885.000000 Penalty: 3632.057861
	Iteration 43Q: 3 clusters Score -8889885 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 70305 members 
Entering Unmasked Estep 
Score: -8889885.000000 Penalty: 3632.057861
	Iteration 44Q: 3 clusters Score -8889885 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
Score: -8889878.000000 Penalty: 3632.057861
	Iteration 45Q: 3 clusters Score -8889878 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 70414 members 
Entering Unmasked Estep 
Score: -8889900.000000 Penalty: 3632.057861
	Iteration 46Q: 3 clusters Score -8889900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 70448 members 
Entering Unmasked Estep 
Score: -8889896.000000 Penalty: 3632.057861
	Iteration 47Q: 3 clusters Score -8889896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 70484 members 
Entering Unmasked Estep 
Score: -8889908.000000 Penalty: 3632.057861
	Iteration 48Q: 3 clusters Score -8889908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 70507 members 
Entering Unmasked Estep 
Score: -8889902.000000 Penalty: 3632.057861
	Iteration 49Q: 3 clusters Score -8889902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -8889907.000000 Penalty: 3632.057861
	Iteration 50Q: 3 clusters Score -8889907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -8889912.000000 Penalty: 3632.057861
	Iteration 51Q: 3 clusters Score -8889912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 70542 members 
Entering Unmasked Estep 
Score: -8889908.000000 Penalty: 3632.057861
	Iteration 52Q: 3 clusters Score -8889908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 70553 members 
Entering Unmasked Estep 
Score: -8889912.000000 Penalty: 3632.057861
	Iteration 53Q: 3 clusters Score -8889912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -8889906.000000 Penalty: 3632.057861
	Iteration 54Q: 3 clusters Score -8889906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 70565 members 
Entering Unmasked Estep 
Score: -8889919.000000 Penalty: 3632.057861
	Iteration 55Q: 3 clusters Score -8889919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 70572 members 
Entering Unmasked Estep 
Score: -8889921.000000 Penalty: 3632.057861
	Iteration 56Q: 3 clusters Score -8889921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 70578 members 
Entering Unmasked Estep 
Score: -8889922.000000 Penalty: 3632.057861
	Iteration 57Q: 3 clusters Score -8889922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 70585 members 
Entering Unmasked Estep 
Score: -8889919.000000 Penalty: 3632.057861
	Iteration 58Q: 3 clusters Score -8889919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 70592 members 
Entering Unmasked Estep 
Score: -8889925.000000 Penalty: 3632.057861
	Iteration 59Q: 3 clusters Score -8889925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 70595 members 
Entering Unmasked Estep 
Score: -8889928.000000 Penalty: 3632.057861
	Iteration 60F: 3 clusters Score -8889928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 70599 members 
Entering Unmasked Estep 
Score: -8889930.000000 Penalty: 3632.057861
	Iteration 61Q: 3 clusters Score -8889930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 70600 members 
Entering Unmasked Estep 
Score: -8889922.000000 Penalty: 3632.057861
	Iteration 62Q: 3 clusters Score -8889922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -8889921.000000 Penalty: 3632.057861
	Iteration 63Q: 3 clusters Score -8889921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -8889921.000000 Penalty: 3632.057861
	Iteration 64F: 3 clusters Score -8889921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Entering Unmasked Estep 
Score: -4682927.500000 Penalty: 1712.066895
	Iteration 0F: 2 clusters Score -4682928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4657807.000000 Penalty: 3424.133789
	Iteration 0F: 3 clusters Score -4657807 nChanged 17471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -4667635.000000 Penalty: 3424.133789
	Iteration 1F: 3 clusters Score -4667635 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -4668389.000000 Penalty: 3424.133789
	Iteration 2Q: 3 clusters Score -4668389 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -4669386.500000 Penalty: 3424.133789
	Iteration 3F: 3 clusters Score -4669386 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -4670905.500000 Penalty: 3424.133789
	Iteration 4F: 3 clusters Score -4670906 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -4672944.000000 Penalty: 3424.133789
	Iteration 5F: 3 clusters Score -4672944 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -4675475.500000 Penalty: 3424.133789
	Iteration 6F: 3 clusters Score -4675476 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -4677719.500000 Penalty: 3424.133789
	Iteration 7F: 3 clusters Score -4677720 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -4679116.000000 Penalty: 3424.133789
	Iteration 8Q: 3 clusters Score -4679116 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -4679744.500000 Penalty: 3424.133789
	Iteration 9Q: 3 clusters Score -4679744 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -4680074.500000 Penalty: 3424.133789
	Iteration 10Q: 3 clusters Score -4680074 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -4680299.500000 Penalty: 3424.133789
	Iteration 11Q: 3 clusters Score -4680300 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -4680475.500000 Penalty: 3424.133789
	Iteration 12Q: 3 clusters Score -4680476 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -4680613.000000 Penalty: 3424.133789
	Iteration 13Q: 3 clusters Score -4680613 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4680724.000000 Penalty: 3424.133789
	Iteration 14Q: 3 clusters Score -4680724 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -4680825.000000 Penalty: 3424.133789
	Iteration 15Q: 3 clusters Score -4680825 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -4680930.500000 Penalty: 3424.133789
	Iteration 16Q: 3 clusters Score -4680930 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -4681045.000000 Penalty: 3424.133789
	Iteration 17Q: 3 clusters Score -4681045 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -4681110.500000 Penalty: 3424.133789
	Iteration 18Q: 3 clusters Score -4681110 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -4681178.500000 Penalty: 3424.133789
	Iteration 19Q: 3 clusters Score -4681178 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -4681237.500000 Penalty: 3424.133789
	Iteration 20F: 3 clusters Score -4681238 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -4681301.000000 Penalty: 3424.133789
	Iteration 21Q: 3 clusters Score -4681301 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -4681339.000000 Penalty: 3424.133789
	Iteration 22Q: 3 clusters Score -4681339 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -4681381.000000 Penalty: 3424.133789
	Iteration 23Q: 3 clusters Score -4681381 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -4681409.500000 Penalty: 3424.133789
	Iteration 24Q: 3 clusters Score -4681410 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -4681442.000000 Penalty: 3424.133789
	Iteration 25Q: 3 clusters Score -4681442 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -4681463.500000 Penalty: 3424.133789
	Iteration 26Q: 3 clusters Score -4681464 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -4681489.500000 Penalty: 3424.133789
	Iteration 27Q: 3 clusters Score -4681490 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -4681524.000000 Penalty: 3424.133789
	Iteration 28Q: 3 clusters Score -4681524 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -4681548.000000 Penalty: 3424.133789
	Iteration 29Q: 3 clusters Score -4681548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -4681567.000000 Penalty: 3424.133789
	Iteration 30Q: 3 clusters Score -4681567 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -4681597.500000 Penalty: 3424.133789
	Iteration 31Q: 3 clusters Score -4681598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -4681610.000000 Penalty: 3424.133789
	Iteration 32Q: 3 clusters Score -4681610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -4681621.500000 Penalty: 3424.133789
	Iteration 33Q: 3 clusters Score -4681622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -4681635.500000 Penalty: 3424.133789
	Iteration 34Q: 3 clusters Score -4681636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -4681648.000000 Penalty: 3424.133789
	Iteration 35Q: 3 clusters Score -4681648 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -4681655.000000 Penalty: 3424.133789
	Iteration 36Q: 3 clusters Score -4681655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -4681667.500000 Penalty: 3424.133789
	Iteration 37Q: 3 clusters Score -4681668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -4681677.000000 Penalty: 3424.133789
	Iteration 38Q: 3 clusters Score -4681677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -4681689.000000 Penalty: 3424.133789
	Iteration 39Q: 3 clusters Score -4681689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -4681689.500000 Penalty: 3424.133789
	Iteration 40F: 3 clusters Score -4681690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -4681690.500000 Penalty: 3424.133789
	Iteration 41Q: 3 clusters Score -4681690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -4681690.000000 Penalty: 3424.133789
	Iteration 42Q: 3 clusters Score -4681690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -4681685.000000 Penalty: 3424.133789
	Iteration 43Q: 3 clusters Score -4681685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -4681697.500000 Penalty: 3424.133789
	Iteration 44Q: 3 clusters Score -4681698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -4681690.500000 Penalty: 3424.133789
	Iteration 45Q: 3 clusters Score -4681690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -4681691.500000 Penalty: 3424.133789
	Iteration 46Q: 3 clusters Score -4681692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -4681705.000000 Penalty: 3424.133789
	Iteration 47Q: 3 clusters Score -4681705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -4681697.000000 Penalty: 3424.133789
	Iteration 48Q: 3 clusters Score -4681697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -4681699.000000 Penalty: 3424.133789
	Iteration 49Q: 3 clusters Score -4681699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -4681695.000000 Penalty: 3424.133789
	Iteration 50Q: 3 clusters Score -4681695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -4681701.500000 Penalty: 3424.133789
	Iteration 51Q: 3 clusters Score -4681702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -4681704.000000 Penalty: 3424.133789
	Iteration 52Q: 3 clusters Score -4681704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -4681707.000000 Penalty: 3424.133789
	Iteration 53Q: 3 clusters Score -4681707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4681701.500000 Penalty: 3424.133789
	Iteration 54Q: 3 clusters Score -4681702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -4681698.500000 Penalty: 3424.133789
	Iteration 55Q: 3 clusters Score -4681698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -4681701.500000 Penalty: 3424.133789
	Iteration 56Q: 3 clusters Score -4681702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -4681706.000000 Penalty: 3424.133789
	Iteration 57Q: 3 clusters Score -4681706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -4681696.500000 Penalty: 3424.133789
	Iteration 58Q: 3 clusters Score -4681696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -4681703.500000 Penalty: 3424.133789
	Iteration 59Q: 3 clusters Score -4681704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -4681699.500000 Penalty: 3424.133789
	Iteration 60F: 3 clusters Score -4681700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -4681696.000000 Penalty: 3424.133789
	Iteration 61Q: 3 clusters Score -4681696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -4681700.500000 Penalty: 3424.133789
	Iteration 62Q: 3 clusters Score -4681700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -4681700.500000 Penalty: 3424.133789
	Iteration 63Q: 3 clusters Score -4681700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4681704.500000 Penalty: 3424.133789
	Iteration 64Q: 3 clusters Score -4681704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -4681704.500000 Penalty: 3424.133789
	Iteration 65Q: 3 clusters Score -4681704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -4681709.500000 Penalty: 3424.133789
	Iteration 66Q: 3 clusters Score -4681710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -4681714.000000 Penalty: 3424.133789
	Iteration 67Q: 3 clusters Score -4681714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -4681708.000000 Penalty: 3424.133789
	Iteration 68Q: 3 clusters Score -4681708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -4681713.500000 Penalty: 3424.133789
	Iteration 69Q: 3 clusters Score -4681714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4681713.500000 Penalty: 3424.133789
	Iteration 70Q: 3 clusters Score -4681714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -4681708.000000 Penalty: 3424.133789
	Iteration 71Q: 3 clusters Score -4681708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -4681708.500000 Penalty: 3424.133789
	Iteration 72Q: 3 clusters Score -4681708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -4681703.500000 Penalty: 3424.133789
	Iteration 73Q: 3 clusters Score -4681704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -4681705.500000 Penalty: 3424.133789
	Iteration 74Q: 3 clusters Score -4681706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -4681705.500000 Penalty: 3424.133789
	Iteration 75F: 3 clusters Score -4681706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Entering Unmasked Estep 
Score: -7183735.000000 Penalty: 1781.455811
	Iteration 0F: 2 clusters Score -7183735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -7145281.000000 Penalty: 3562.911621
	Iteration 0F: 3 clusters Score -7145281 nChanged 27267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -7161126.000000 Penalty: 3562.911621
	Iteration 1F: 3 clusters Score -7161126 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -7161632.500000 Penalty: 3562.911621
	Iteration 2Q: 3 clusters Score -7161632 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -7162087.000000 Penalty: 3562.911621
	Iteration 3Q: 3 clusters Score -7162087 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -7162580.500000 Penalty: 3562.911621
	Iteration 4Q: 3 clusters Score -7162580 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -7163170.500000 Penalty: 3562.911621
	Iteration 5Q: 3 clusters Score -7163170 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -7163985.500000 Penalty: 3562.911621
	Iteration 6Q: 3 clusters Score -7163986 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -7165120.500000 Penalty: 3562.911621
	Iteration 7Q: 3 clusters Score -7165120 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -7166689.500000 Penalty: 3562.911621
	Iteration 8Q: 3 clusters Score -7166690 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -7168632.500000 Penalty: 3562.911621
	Iteration 9F: 3 clusters Score -7168632 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -7171014.500000 Penalty: 3562.911621
	Iteration 10F: 3 clusters Score -7171014 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -7173161.000000 Penalty: 3562.911621
	Iteration 11F: 3 clusters Score -7173161 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -7174341.000000 Penalty: 3562.911621
	Iteration 12Q: 3 clusters Score -7174341 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -7174933.000000 Penalty: 3562.911621
	Iteration 13Q: 3 clusters Score -7174933 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -7175348.000000 Penalty: 3562.911621
	Iteration 14Q: 3 clusters Score -7175348 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -7175688.000000 Penalty: 3562.911621
	Iteration 15Q: 3 clusters Score -7175688 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -7176086.500000 Penalty: 3562.911621
	Iteration 16Q: 3 clusters Score -7176086 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -7176510.500000 Penalty: 3562.911621
	Iteration 17Q: 3 clusters Score -7176510 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -7176888.500000 Penalty: 3562.911621
	Iteration 18Q: 3 clusters Score -7176888 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -7177218.500000 Penalty: 3562.911621
	Iteration 19Q: 3 clusters Score -7177218 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -7177575.000000 Penalty: 3562.911621
	Iteration 20F: 3 clusters Score -7177575 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -7177877.500000 Penalty: 3562.911621
	Iteration 21Q: 3 clusters Score -7177878 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -7178223.500000 Penalty: 3562.911621
	Iteration 22Q: 3 clusters Score -7178224 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -7178582.000000 Penalty: 3562.911621
	Iteration 23Q: 3 clusters Score -7178582 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -7178886.500000 Penalty: 3562.911621
	Iteration 24Q: 3 clusters Score -7178886 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -7179186.500000 Penalty: 3562.911621
	Iteration 25Q: 3 clusters Score -7179186 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -7179481.500000 Penalty: 3562.911621
	Iteration 26Q: 3 clusters Score -7179482 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -7179752.000000 Penalty: 3562.911621
	Iteration 27Q: 3 clusters Score -7179752 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -7179999.000000 Penalty: 3562.911621
	Iteration 28Q: 3 clusters Score -7179999 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -7180290.500000 Penalty: 3562.911621
	Iteration 29Q: 3 clusters Score -7180290 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -7180538.000000 Penalty: 3562.911621
	Iteration 30Q: 3 clusters Score -7180538 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -7180806.500000 Penalty: 3562.911621
	Iteration 31Q: 3 clusters Score -7180806 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -7181048.500000 Penalty: 3562.911621
	Iteration 32Q: 3 clusters Score -7181048 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -7181268.500000 Penalty: 3562.911621
	Iteration 33Q: 3 clusters Score -7181268 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -7181528.000000 Penalty: 3562.911621
	Iteration 34Q: 3 clusters Score -7181528 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -7181758.500000 Penalty: 3562.911621
	Iteration 35Q: 3 clusters Score -7181758 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -7181996.500000 Penalty: 3562.911621
	Iteration 36Q: 3 clusters Score -7181996 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -7182193.000000 Penalty: 3562.911621
	Iteration 37Q: 3 clusters Score -7182193 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -7182378.000000 Penalty: 3562.911621
	Iteration 38Q: 3 clusters Score -7182378 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -7182523.500000 Penalty: 3562.911621
	Iteration 39Q: 3 clusters Score -7182524 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -7182648.500000 Penalty: 3562.911621
	Iteration 40F: 3 clusters Score -7182648 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -7182753.500000 Penalty: 3562.911621
	Iteration 41Q: 3 clusters Score -7182754 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -7182852.000000 Penalty: 3562.911621
	Iteration 42Q: 3 clusters Score -7182852 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -7182936.500000 Penalty: 3562.911621
	Iteration 43Q: 3 clusters Score -7182936 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -7182996.500000 Penalty: 3562.911621
	Iteration 44Q: 3 clusters Score -7182996 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
Score: -7183028.500000 Penalty: 3562.911621
	Iteration 45Q: 3 clusters Score -7183028 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -7183073.000000 Penalty: 3562.911621
	Iteration 46Q: 3 clusters Score -7183073 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -7183102.500000 Penalty: 3562.911621
	Iteration 47Q: 3 clusters Score -7183102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -7183132.000000 Penalty: 3562.911621
	Iteration 48Q: 3 clusters Score -7183132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -7183134.500000 Penalty: 3562.911621
	Iteration 49Q: 3 clusters Score -7183134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -7183150.500000 Penalty: 3562.911621
	Iteration 50Q: 3 clusters Score -7183150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -7183145.500000 Penalty: 3562.911621
	Iteration 51Q: 3 clusters Score -7183146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -7183151.500000 Penalty: 3562.911621
	Iteration 52Q: 3 clusters Score -7183152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -7183158.000000 Penalty: 3562.911621
	Iteration 53Q: 3 clusters Score -7183158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -7183156.500000 Penalty: 3562.911621
	Iteration 54Q: 3 clusters Score -7183156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -7183164.500000 Penalty: 3562.911621
	Iteration 55Q: 3 clusters Score -7183164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -7183169.000000 Penalty: 3562.911621
	Iteration 56Q: 3 clusters Score -7183169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -7183170.000000 Penalty: 3562.911621
	Iteration 57Q: 3 clusters Score -7183170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -7183168.000000 Penalty: 3562.911621
	Iteration 58Q: 3 clusters Score -7183168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -7183171.000000 Penalty: 3562.911621
	Iteration 59Q: 3 clusters Score -7183171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -7183164.500000 Penalty: 3562.911621
	Iteration 60F: 3 clusters Score -7183164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -7183170.500000 Penalty: 3562.911621
	Iteration 61Q: 3 clusters Score -7183170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -7183170.500000 Penalty: 3562.911621
	Iteration 62F: 3 clusters Score -7183170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Entering Unmasked Estep 
Score: -403246.718750 Penalty: 1325.619263
	Iteration 0F: 2 clusters Score -403246.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -400304.250000 Penalty: 2651.238525
	Iteration 0F: 3 clusters Score -400304.2 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -401600.750000 Penalty: 2651.238525
	Iteration 1F: 3 clusters Score -401600.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -402248.406250 Penalty: 2651.238525
	Iteration 2F: 3 clusters Score -402248.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -402793.906250 Penalty: 2651.238525
	Iteration 3F: 3 clusters Score -402793.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -403114.093750 Penalty: 2651.238525
	Iteration 4F: 3 clusters Score -403114.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -403258.406250 Penalty: 2651.238525
	Iteration 5Q: 3 clusters Score -403258.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -403331.250000 Penalty: 2651.238525
	Iteration 6Q: 3 clusters Score -403331.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -403369.500000 Penalty: 2651.238525
	Iteration 7Q: 3 clusters Score -403369.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -403387.593750 Penalty: 2651.238525
	Iteration 8Q: 3 clusters Score -403387.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -403400.250000 Penalty: 2651.238525
	Iteration 9Q: 3 clusters Score -403400.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -403409.968750 Penalty: 2651.238525
	Iteration 10Q: 3 clusters Score -403410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -403416.125000 Penalty: 2651.238525
	Iteration 11Q: 3 clusters Score -403416.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -403420.937500 Penalty: 2651.238525
	Iteration 12Q: 3 clusters Score -403420.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -403424.875000 Penalty: 2651.238525
	Iteration 13Q: 3 clusters Score -403424.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -403427.125000 Penalty: 2651.238525
	Iteration 14Q: 3 clusters Score -403427.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -403427.687500 Penalty: 2651.238525
	Iteration 15Q: 3 clusters Score -403427.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -403429.406250 Penalty: 2651.238525
	Iteration 16Q: 3 clusters Score -403429.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -403430.406250 Penalty: 2651.238525
	Iteration 17Q: 3 clusters Score -403430.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -403432.343750 Penalty: 2651.238525
	Iteration 18Q: 3 clusters Score -403432.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -403435.093750 Penalty: 2651.238525
	Iteration 19Q: 3 clusters Score -403435.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -403436.218750 Penalty: 2651.238525
	Iteration 20F: 3 clusters Score -403436.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -403439.093750 Penalty: 2651.238525
	Iteration 21Q: 3 clusters Score -403439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -403441.750000 Penalty: 2651.238525
	Iteration 22Q: 3 clusters Score -403441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -403442.968750 Penalty: 2651.238525
	Iteration 23Q: 3 clusters Score -403443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -403444.187500 Penalty: 2651.238525
	Iteration 24Q: 3 clusters Score -403444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -403447.562500 Penalty: 2651.238525
	Iteration 25Q: 3 clusters Score -403447.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -403450.375000 Penalty: 2651.238525
	Iteration 26Q: 3 clusters Score -403450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -403452.531250 Penalty: 2651.238525
	Iteration 27Q: 3 clusters Score -403452.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -403453.781250 Penalty: 2651.238525
	Iteration 28Q: 3 clusters Score -403453.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -403460.687500 Penalty: 2651.238525
	Iteration 29Q: 3 clusters Score -403460.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -403463.218750 Penalty: 2651.238525
	Iteration 30Q: 3 clusters Score -403463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -403465.093750 Penalty: 2651.238525
	Iteration 31Q: 3 clusters Score -403465.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -403467.250000 Penalty: 2651.238525
	Iteration 32Q: 3 clusters Score -403467.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -403472.375000 Penalty: 2651.238525
	Iteration 33Q: 3 clusters Score -403472.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -403473.625000 Penalty: 2651.238525
	Iteration 34Q: 3 clusters Score -403473.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -403474.656250 Penalty: 2651.238525
	Iteration 35Q: 3 clusters Score -403474.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -403475.468750 Penalty: 2651.238525
	Iteration 36Q: 3 clusters Score -403475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -403475.000000 Penalty: 2651.238525
	Iteration 37Q: 3 clusters Score -403475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -403475.000000 Penalty: 2651.238525
	Iteration 38F: 3 clusters Score -403475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25127 members 
Mstep: Class 3 contains 5441 members 
Mstep: Class 4 contains 37795 members 
Mstep: Class 5 contains 44263 members 
Mstep: Class 6 contains 76985 members 
Mstep: Class 7 contains 10636 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 71365 members 
Mstep: Class 10 contains 37639 members 
Mstep: Class 11 contains 57688 members 
Mstep: Class 12 contains 3058 members 
Mstep: Class 13 contains 53994 members 
Mstep: Class 14 contains 21470 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76150 members 
Mstep: Class 19 contains 96076 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
Score: -75576256.000000 Penalty: 39018.101562
Splitting cluster 12 changes total score from -75576744.000000 to -75576256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (53994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Entering Unmasked Estep 
Score: -6745534.000000 Penalty: 1770.702148
	Iteration 0F: 2 clusters Score -6745534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -6710684.000000 Penalty: 3541.404297
	Iteration 0F: 3 clusters Score -6710684 nChanged 25529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -6725023.000000 Penalty: 3541.404297
	Iteration 1F: 3 clusters Score -6725023 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -6725390.000000 Penalty: 3541.404297
	Iteration 2Q: 3 clusters Score -6725390 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -6725682.000000 Penalty: 3541.404297
	Iteration 3Q: 3 clusters Score -6725682 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -6726043.500000 Penalty: 3541.404297
	Iteration 4Q: 3 clusters Score -6726044 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -6726464.000000 Penalty: 3541.404297
	Iteration 5Q: 3 clusters Score -6726464 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -6727038.500000 Penalty: 3541.404297
	Iteration 6Q: 3 clusters Score -6727038 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -6727834.500000 Penalty: 3541.404297
	Iteration 7Q: 3 clusters Score -6727834 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -6729191.500000 Penalty: 3541.404297
	Iteration 8Q: 3 clusters Score -6729192 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -6731387.000000 Penalty: 3541.404297
	Iteration 9F: 3 clusters Score -6731387 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -6734108.000000 Penalty: 3541.404297
	Iteration 10F: 3 clusters Score -6734108 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -6736950.500000 Penalty: 3541.404297
	Iteration 11F: 3 clusters Score -6736950 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -6739049.500000 Penalty: 3541.404297
	Iteration 12Q: 3 clusters Score -6739050 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -6740394.000000 Penalty: 3541.404297
	Iteration 13Q: 3 clusters Score -6740394 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -6741296.000000 Penalty: 3541.404297
	Iteration 14Q: 3 clusters Score -6741296 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -6742026.000000 Penalty: 3541.404297
	Iteration 15Q: 3 clusters Score -6742026 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -6742560.000000 Penalty: 3541.404297
	Iteration 16Q: 3 clusters Score -6742560 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -6743050.500000 Penalty: 3541.404297
	Iteration 17Q: 3 clusters Score -6743050 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -6743416.000000 Penalty: 3541.404297
	Iteration 18Q: 3 clusters Score -6743416 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 53215 members 
Entering Unmasked Estep 
Score: -6743636.000000 Penalty: 3541.404297
	Iteration 19Q: 3 clusters Score -6743636 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -6743785.000000 Penalty: 3541.404297
	Iteration 20F: 3 clusters Score -6743785 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -6743893.000000 Penalty: 3541.404297
	Iteration 21Q: 3 clusters Score -6743893 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -6743938.000000 Penalty: 3541.404297
	Iteration 22Q: 3 clusters Score -6743938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -6743971.500000 Penalty: 3541.404297
	Iteration 23Q: 3 clusters Score -6743972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -6743997.000000 Penalty: 3541.404297
	Iteration 24Q: 3 clusters Score -6743997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -6744006.000000 Penalty: 3541.404297
	Iteration 25Q: 3 clusters Score -6744006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 53756 members 
Entering Unmasked Estep 
Score: -6744022.500000 Penalty: 3541.404297
	Iteration 26Q: 3 clusters Score -6744022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 53761 members 
Entering Unmasked Estep 
Score: -6744027.000000 Penalty: 3541.404297
	Iteration 27Q: 3 clusters Score -6744027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -6744029.000000 Penalty: 3541.404297
	Iteration 28Q: 3 clusters Score -6744029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -6744036.000000 Penalty: 3541.404297
	Iteration 29Q: 3 clusters Score -6744036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -6744041.500000 Penalty: 3541.404297
	Iteration 30Q: 3 clusters Score -6744042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -6744046.000000 Penalty: 3541.404297
	Iteration 31Q: 3 clusters Score -6744046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -6744046.000000 Penalty: 3541.404297
	Iteration 32Q: 3 clusters Score -6744046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -6744044.000000 Penalty: 3541.404297
	Iteration 33Q: 3 clusters Score -6744044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -6744044.000000 Penalty: 3541.404297
	Iteration 34F: 3 clusters Score -6744044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Entering Unmasked Estep 
Score: -2654877.000000 Penalty: 1620.841919
	Iteration 0F: 2 clusters Score -2654877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2640281.500000 Penalty: 3241.683838
	Iteration 0F: 3 clusters Score -2640282 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2645507.000000 Penalty: 3241.683838
	Iteration 1F: 3 clusters Score -2645507 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2645753.000000 Penalty: 3241.683838
	Iteration 2Q: 3 clusters Score -2645753 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2645952.250000 Penalty: 3241.683838
	Iteration 3Q: 3 clusters Score -2645952 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2646132.000000 Penalty: 3241.683838
	Iteration 4Q: 3 clusters Score -2646132 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2646337.750000 Penalty: 3241.683838
	Iteration 5Q: 3 clusters Score -2646338 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2646573.250000 Penalty: 3241.683838
	Iteration 6Q: 3 clusters Score -2646573 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2646914.750000 Penalty: 3241.683838
	Iteration 7Q: 3 clusters Score -2646915 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2647426.250000 Penalty: 3241.683838
	Iteration 8Q: 3 clusters Score -2647426 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2648127.250000 Penalty: 3241.683838
	Iteration 9F: 3 clusters Score -2648127 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2649111.750000 Penalty: 3241.683838
	Iteration 10F: 3 clusters Score -2649112 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2650365.500000 Penalty: 3241.683838
	Iteration 11F: 3 clusters Score -2650366 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2651663.250000 Penalty: 3241.683838
	Iteration 12F: 3 clusters Score -2651663 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2652542.500000 Penalty: 3241.683838
	Iteration 13Q: 3 clusters Score -2652542 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2653021.500000 Penalty: 3241.683838
	Iteration 14Q: 3 clusters Score -2653022 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2653252.000000 Penalty: 3241.683838
	Iteration 15Q: 3 clusters Score -2653252 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2653352.250000 Penalty: 3241.683838
	Iteration 16Q: 3 clusters Score -2653352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2653401.750000 Penalty: 3241.683838
	Iteration 17Q: 3 clusters Score -2653402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2653428.250000 Penalty: 3241.683838
	Iteration 18Q: 3 clusters Score -2653428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2653439.000000 Penalty: 3241.683838
	Iteration 19Q: 3 clusters Score -2653439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2653445.000000 Penalty: 3241.683838
	Iteration 20F: 3 clusters Score -2653445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2653449.750000 Penalty: 3241.683838
	Iteration 21Q: 3 clusters Score -2653450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2653460.250000 Penalty: 3241.683838
	Iteration 22Q: 3 clusters Score -2653460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2653467.500000 Penalty: 3241.683838
	Iteration 23Q: 3 clusters Score -2653468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2653470.000000 Penalty: 3241.683838
	Iteration 24Q: 3 clusters Score -2653470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2653476.750000 Penalty: 3241.683838
	Iteration 25Q: 3 clusters Score -2653477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2653480.500000 Penalty: 3241.683838
	Iteration 26Q: 3 clusters Score -2653480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2653480.500000 Penalty: 3241.683838
	Iteration 27F: 3 clusters Score -2653480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56142.101562 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55196.640625 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55196.64 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -55295.804688 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55295.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -55317.316406 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55317.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -55326.746094 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55326.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -55326.746094 Penalty: 1890.561035
	Iteration 4F: 3 clusters Score -55326.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (76150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76150 members 
Entering Unmasked Estep 
Score: -9475446.000000 Penalty: 1826.574829
	Iteration 0F: 2 clusters Score -9475446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -9425965.000000 Penalty: 3653.149658
	Iteration 0F: 3 clusters Score -9425965 nChanged 36363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -9446636.000000 Penalty: 3653.149658
	Iteration 1F: 3 clusters Score -9446636 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -9447256.000000 Penalty: 3653.149658
	Iteration 2Q: 3 clusters Score -9447256 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -9447734.000000 Penalty: 3653.149658
	Iteration 3Q: 3 clusters Score -9447734 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -9448299.000000 Penalty: 3653.149658
	Iteration 4Q: 3 clusters Score -9448299 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -9449053.000000 Penalty: 3653.149658
	Iteration 5Q: 3 clusters Score -9449053 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -9450148.000000 Penalty: 3653.149658
	Iteration 6Q: 3 clusters Score -9450148 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -9451772.000000 Penalty: 3653.149658
	Iteration 7Q: 3 clusters Score -9451772 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -9454378.000000 Penalty: 3653.149658
	Iteration 8F: 3 clusters Score -9454378 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -9457772.000000 Penalty: 3653.149658
	Iteration 9F: 3 clusters Score -9457772 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -9461439.000000 Penalty: 3653.149658
	Iteration 10F: 3 clusters Score -9461439 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -9464214.000000 Penalty: 3653.149658
	Iteration 11F: 3 clusters Score -9464214 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -9465773.000000 Penalty: 3653.149658
	Iteration 12Q: 3 clusters Score -9465773 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -9466693.000000 Penalty: 3653.149658
	Iteration 13Q: 3 clusters Score -9466693 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -9467303.000000 Penalty: 3653.149658
	Iteration 14Q: 3 clusters Score -9467303 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -9467840.000000 Penalty: 3653.149658
	Iteration 15Q: 3 clusters Score -9467840 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -9468431.000000 Penalty: 3653.149658
	Iteration 16Q: 3 clusters Score -9468431 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -9469026.000000 Penalty: 3653.149658
	Iteration 17Q: 3 clusters Score -9469026 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 64923 members 
Entering Unmasked Estep 
Score: -9469593.000000 Penalty: 3653.149658
	Iteration 18Q: 3 clusters Score -9469593 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -9470251.000000 Penalty: 3653.149658
	Iteration 19Q: 3 clusters Score -9470251 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 67329 members 
Entering Unmasked Estep 
Score: -9470889.000000 Penalty: 3653.149658
	Iteration 20F: 3 clusters Score -9470889 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 68452 members 
Entering Unmasked Estep 
Score: -9471503.000000 Penalty: 3653.149658
	Iteration 21Q: 3 clusters Score -9471503 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -9472024.000000 Penalty: 3653.149658
	Iteration 22Q: 3 clusters Score -9472024 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -9472470.000000 Penalty: 3653.149658
	Iteration 23Q: 3 clusters Score -9472470 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
Score: -9472791.000000 Penalty: 3653.149658
	Iteration 24Q: 3 clusters Score -9472791 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 71820 members 
Entering Unmasked Estep 
Score: -9473089.000000 Penalty: 3653.149658
	Iteration 25Q: 3 clusters Score -9473089 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 72418 members 
Entering Unmasked Estep 
Score: -9473372.000000 Penalty: 3653.149658
	Iteration 26Q: 3 clusters Score -9473372 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 72918 members 
Entering Unmasked Estep 
Score: -9473571.000000 Penalty: 3653.149658
	Iteration 27Q: 3 clusters Score -9473571 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 73336 members 
Entering Unmasked Estep 
Score: -9473730.000000 Penalty: 3653.149658
	Iteration 28Q: 3 clusters Score -9473730 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 73702 members 
Entering Unmasked Estep 
Score: -9473861.000000 Penalty: 3653.149658
	Iteration 29Q: 3 clusters Score -9473861 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 74013 members 
Entering Unmasked Estep 
Score: -9473951.000000 Penalty: 3653.149658
	Iteration 30Q: 3 clusters Score -9473951 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 74297 members 
Entering Unmasked Estep 
Score: -9474085.000000 Penalty: 3653.149658
	Iteration 31Q: 3 clusters Score -9474085 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -9474151.000000 Penalty: 3653.149658
	Iteration 32Q: 3 clusters Score -9474151 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
Score: -9474191.000000 Penalty: 3653.149658
	Iteration 33Q: 3 clusters Score -9474191 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 74900 members 
Entering Unmasked Estep 
Score: -9474260.000000 Penalty: 3653.149658
	Iteration 34Q: 3 clusters Score -9474260 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 75025 members 
Entering Unmasked Estep 
Score: -9474291.000000 Penalty: 3653.149658
	Iteration 35Q: 3 clusters Score -9474291 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 75126 members 
Entering Unmasked Estep 
Score: -9474312.000000 Penalty: 3653.149658
	Iteration 36Q: 3 clusters Score -9474312 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -9474340.000000 Penalty: 3653.149658
	Iteration 37Q: 3 clusters Score -9474340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 75301 members 
Entering Unmasked Estep 
Score: -9474342.000000 Penalty: 3653.149658
	Iteration 38Q: 3 clusters Score -9474342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -9474369.000000 Penalty: 3653.149658
	Iteration 39Q: 3 clusters Score -9474369 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 75410 members 
Entering Unmasked Estep 
Score: -9474372.000000 Penalty: 3653.149658
	Iteration 40F: 3 clusters Score -9474372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 75452 members 
Entering Unmasked Estep 
Score: -9474380.000000 Penalty: 3653.149658
	Iteration 41Q: 3 clusters Score -9474380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 75481 members 
Entering Unmasked Estep 
Score: -9474375.000000 Penalty: 3653.149658
	Iteration 42Q: 3 clusters Score -9474375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 75501 members 
Entering Unmasked Estep 
Score: -9474371.000000 Penalty: 3653.149658
	Iteration 43Q: 3 clusters Score -9474371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -9474380.000000 Penalty: 3653.149658
	Iteration 44Q: 3 clusters Score -9474380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 75532 members 
Entering Unmasked Estep 
Score: -9474386.000000 Penalty: 3653.149658
	Iteration 45Q: 3 clusters Score -9474386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -9474386.000000 Penalty: 3653.149658
	Iteration 46Q: 3 clusters Score -9474386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 75566 members 
Entering Unmasked Estep 
Score: -9474394.000000 Penalty: 3653.149658
	Iteration 47Q: 3 clusters Score -9474394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -9474407.000000 Penalty: 3653.149658
	Iteration 48Q: 3 clusters Score -9474407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 75593 members 
Entering Unmasked Estep 
Score: -9474409.000000 Penalty: 3653.149658
	Iteration 49Q: 3 clusters Score -9474409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 75610 members 
Entering Unmasked Estep 
Score: -9474411.000000 Penalty: 3653.149658
	Iteration 50Q: 3 clusters Score -9474411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 75620 members 
Entering Unmasked Estep 
Score: -9474406.000000 Penalty: 3653.149658
	Iteration 51Q: 3 clusters Score -9474406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -9474402.000000 Penalty: 3653.149658
	Iteration 52Q: 3 clusters Score -9474402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 75634 members 
Entering Unmasked Estep 
Score: -9474409.000000 Penalty: 3653.149658
	Iteration 53Q: 3 clusters Score -9474409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -9474412.000000 Penalty: 3653.149658
	Iteration 54Q: 3 clusters Score -9474412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -9474413.000000 Penalty: 3653.149658
	Iteration 55Q: 3 clusters Score -9474413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 75641 members 
Entering Unmasked Estep 
Score: -9474418.000000 Penalty: 3653.149658
	Iteration 56Q: 3 clusters Score -9474418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -9474412.000000 Penalty: 3653.149658
	Iteration 57Q: 3 clusters Score -9474412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -9474416.000000 Penalty: 3653.149658
	Iteration 58Q: 3 clusters Score -9474416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 75652 members 
Entering Unmasked Estep 
Score: -9474420.000000 Penalty: 3653.149658
	Iteration 59Q: 3 clusters Score -9474420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -9474420.000000 Penalty: 3653.149658
	Iteration 60F: 3 clusters Score -9474420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 75657 members 
Entering Unmasked Estep 
Score: -9474423.000000 Penalty: 3653.149658
	Iteration 61Q: 3 clusters Score -9474423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 75657 members 
Entering Unmasked Estep 
Score: -9474423.000000 Penalty: 3653.149658
	Iteration 62F: 3 clusters Score -9474423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (96076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Entering Unmasked Estep 
Score: -11877758.000000 Penalty: 1864.345337
	Iteration 0F: 2 clusters Score -1.187776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -11816132.000000 Penalty: 3728.690674
	Iteration 0F: 3 clusters Score -1.181613e+07 nChanged 45943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -11842084.000000 Penalty: 3728.690674
	Iteration 1F: 3 clusters Score -1.184208e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -11842681.000000 Penalty: 3728.690674
	Iteration 2Q: 3 clusters Score -1.184268e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -11843221.000000 Penalty: 3728.690674
	Iteration 3Q: 3 clusters Score -1.184322e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -11843929.000000 Penalty: 3728.690674
	Iteration 4Q: 3 clusters Score -1.184393e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -11844928.000000 Penalty: 3728.690674
	Iteration 5Q: 3 clusters Score -1.184493e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 59452 members 
Entering Unmasked Estep 
Score: -11846694.000000 Penalty: 3728.690674
	Iteration 6Q: 3 clusters Score -1.184669e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -11849842.000000 Penalty: 3728.690674
	Iteration 7F: 3 clusters Score -1.184984e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -11854512.000000 Penalty: 3728.690674
	Iteration 8F: 3 clusters Score -1.185451e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 76628 members 
Entering Unmasked Estep 
Score: -11859818.000000 Penalty: 3728.690674
	Iteration 9F: 3 clusters Score -1.185982e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -11864064.000000 Penalty: 3728.690674
	Iteration 10F: 3 clusters Score -1.186406e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 83499 members 
Entering Unmasked Estep 
Score: -11866605.000000 Penalty: 3728.690674
	Iteration 11Q: 3 clusters Score -1.18666e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 85075 members 
Entering Unmasked Estep 
Score: -11868021.000000 Penalty: 3728.690674
	Iteration 12Q: 3 clusters Score -1.186802e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 86234 members 
Entering Unmasked Estep 
Score: -11868870.000000 Penalty: 3728.690674
	Iteration 13Q: 3 clusters Score -1.186887e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 87172 members 
Entering Unmasked Estep 
Score: -11869511.000000 Penalty: 3728.690674
	Iteration 14Q: 3 clusters Score -1.186951e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 87973 members 
Entering Unmasked Estep 
Score: -11869987.000000 Penalty: 3728.690674
	Iteration 15Q: 3 clusters Score -1.186999e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -11870688.000000 Penalty: 3728.690674
	Iteration 16Q: 3 clusters Score -1.187069e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 89359 members 
Entering Unmasked Estep 
Score: -11871387.000000 Penalty: 3728.690674
	Iteration 17Q: 3 clusters Score -1.187139e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 90050 members 
Entering Unmasked Estep 
Score: -11872104.000000 Penalty: 3728.690674
	Iteration 18Q: 3 clusters Score -1.18721e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 90735 members 
Entering Unmasked Estep 
Score: -11872695.000000 Penalty: 3728.690674
	Iteration 19Q: 3 clusters Score -1.18727e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 91399 members 
Entering Unmasked Estep 
Score: -11873315.000000 Penalty: 3728.690674
	Iteration 20F: 3 clusters Score -1.187332e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 92094 members 
Entering Unmasked Estep 
Score: -11873980.000000 Penalty: 3728.690674
	Iteration 21Q: 3 clusters Score -1.187398e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 92748 members 
Entering Unmasked Estep 
Score: -11874492.000000 Penalty: 3728.690674
	Iteration 22Q: 3 clusters Score -1.187449e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 93353 members 
Entering Unmasked Estep 
Score: -11874963.000000 Penalty: 3728.690674
	Iteration 23Q: 3 clusters Score -1.187496e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 93891 members 
Entering Unmasked Estep 
Score: -11875320.000000 Penalty: 3728.690674
	Iteration 24Q: 3 clusters Score -1.187532e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 94320 members 
Entering Unmasked Estep 
Score: -11875646.000000 Penalty: 3728.690674
	Iteration 25Q: 3 clusters Score -1.187565e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 94671 members 
Entering Unmasked Estep 
Score: -11875860.000000 Penalty: 3728.690674
	Iteration 26Q: 3 clusters Score -1.187586e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 94943 members 
Entering Unmasked Estep 
Score: -11876001.000000 Penalty: 3728.690674
	Iteration 27Q: 3 clusters Score -1.1876e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 95152 members 
Entering Unmasked Estep 
Score: -11876092.000000 Penalty: 3728.690674
	Iteration 28Q: 3 clusters Score -1.187609e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 95293 members 
Entering Unmasked Estep 
Score: -11876168.000000 Penalty: 3728.690674
	Iteration 29Q: 3 clusters Score -1.187617e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 95404 members 
Entering Unmasked Estep 
Score: -11876232.000000 Penalty: 3728.690674
	Iteration 30Q: 3 clusters Score -1.187623e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 95494 members 
Entering Unmasked Estep 
Score: -11876282.000000 Penalty: 3728.690674
	Iteration 31Q: 3 clusters Score -1.187628e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 95550 members 
Entering Unmasked Estep 
Score: -11876312.000000 Penalty: 3728.690674
	Iteration 32Q: 3 clusters Score -1.187631e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -11876347.000000 Penalty: 3728.690674
	Iteration 33Q: 3 clusters Score -1.187635e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 95619 members 
Entering Unmasked Estep 
Score: -11876365.000000 Penalty: 3728.690674
	Iteration 34Q: 3 clusters Score -1.187636e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 95641 members 
Entering Unmasked Estep 
Score: -11876363.000000 Penalty: 3728.690674
	Iteration 35Q: 3 clusters Score -1.187636e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 95658 members 
Entering Unmasked Estep 
Score: -11876373.000000 Penalty: 3728.690674
	Iteration 36Q: 3 clusters Score -1.187637e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 95657 members 
Entering Unmasked Estep 
Score: -11876367.000000 Penalty: 3728.690674
	Iteration 37Q: 3 clusters Score -1.187637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 95664 members 
Entering Unmasked Estep 
Score: -11876374.000000 Penalty: 3728.690674
	Iteration 38Q: 3 clusters Score -1.187637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 95668 members 
Entering Unmasked Estep 
Score: -11876373.000000 Penalty: 3728.690674
	Iteration 39Q: 3 clusters Score -1.187637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 95668 members 
Entering Unmasked Estep 
Score: -11876373.000000 Penalty: 3728.690674
	Iteration 40F: 3 clusters Score -1.187637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -101815.742188 Penalty: 1092.231689
	Iteration 0F: 2 clusters Score -101815.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -100472.531250 Penalty: 2184.463379
	Iteration 0F: 3 clusters Score -100472.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -100667.195312 Penalty: 2184.463379
	Iteration 1F: 3 clusters Score -100667.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -100722.664062 Penalty: 2184.463379
	Iteration 2F: 3 clusters Score -100722.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -100759.117188 Penalty: 2184.463379
	Iteration 3Q: 3 clusters Score -100759.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -100790.898438 Penalty: 2184.463379
	Iteration 4Q: 3 clusters Score -100790.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100803.421875 Penalty: 2184.463379
	Iteration 5Q: 3 clusters Score -100803.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -100813.960938 Penalty: 2184.463379
	Iteration 6Q: 3 clusters Score -100814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -100819.296875 Penalty: 2184.463379
	Iteration 7Q: 3 clusters Score -100819.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -100820.859375 Penalty: 2184.463379
	Iteration 8Q: 3 clusters Score -100820.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -100820.859375 Penalty: 2184.463379
	Iteration 9F: 3 clusters Score -100820.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25127 members 
Mstep: Class 3 contains 5441 members 
Mstep: Class 4 contains 37795 members 
Mstep: Class 5 contains 44263 members 
Mstep: Class 6 contains 76985 members 
Mstep: Class 7 contains 10636 members 
Mstep: Class 9 contains 71365 members 
Mstep: Class 10 contains 37639 members 
Mstep: Class 11 contains 57688 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 53994 members 
Mstep: Class 14 contains 21470 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76150 members 
Mstep: Class 19 contains 96076 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576808.000000 Penalty: 36850.429688
Iteration 199Q: 18 clusters Score -7.557681e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25141 members 
Mstep: Class 3 contains 5442 members 
Mstep: Class 4 contains 37762 members 
Mstep: Class 5 contains 44257 members 
Mstep: Class 6 contains 76923 members 
Mstep: Class 7 contains 10689 members 
Mstep: Class 9 contains 71347 members 
Mstep: Class 10 contains 37646 members 
Mstep: Class 11 contains 57690 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 53974 members 
Mstep: Class 14 contains 21511 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76148 members 
Mstep: Class 19 contains 96099 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576720.000000 Penalty: 36850.429688
Iteration 200F: 18 clusters Score -7.557672e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25156 members 
Mstep: Class 3 contains 5441 members 
Mstep: Class 4 contains 37736 members 
Mstep: Class 5 contains 44250 members 
Mstep: Class 6 contains 76873 members 
Mstep: Class 7 contains 10728 members 
Mstep: Class 9 contains 71338 members 
Mstep: Class 10 contains 37653 members 
Mstep: Class 11 contains 57695 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 53968 members 
Mstep: Class 14 contains 21547 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76149 members 
Mstep: Class 19 contains 96096 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576728.000000 Penalty: 36850.429688
Iteration 201Q: 18 clusters Score -7.557673e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25172 members 
Mstep: Class 3 contains 5437 members 
Mstep: Class 4 contains 37720 members 
Mstep: Class 5 contains 44253 members 
Mstep: Class 6 contains 76823 members 
Mstep: Class 7 contains 10768 members 
Mstep: Class 9 contains 71330 members 
Mstep: Class 10 contains 37657 members 
Mstep: Class 11 contains 57691 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 53966 members 
Mstep: Class 14 contains 21589 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76141 members 
Mstep: Class 19 contains 96083 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576864.000000 Penalty: 36850.429688
Iteration 202Q: 18 clusters Score -7.557686e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25193 members 
Mstep: Class 3 contains 5434 members 
Mstep: Class 4 contains 37705 members 
Mstep: Class 5 contains 44251 members 
Mstep: Class 6 contains 76790 members 
Mstep: Class 7 contains 10800 members 
Mstep: Class 9 contains 71317 members 
Mstep: Class 10 contains 37663 members 
Mstep: Class 11 contains 57691 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 53968 members 
Mstep: Class 14 contains 21614 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76131 members 
Mstep: Class 19 contains 96073 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576824.000000 Penalty: 36850.429688
Iteration 203Q: 18 clusters Score -7.557682e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25206 members 
Mstep: Class 3 contains 5431 members 
Mstep: Class 4 contains 37698 members 
Mstep: Class 5 contains 44244 members 
Mstep: Class 6 contains 76739 members 
Mstep: Class 7 contains 10829 members 
Mstep: Class 9 contains 71300 members 
Mstep: Class 10 contains 37668 members 
Mstep: Class 11 contains 57691 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 53987 members 
Mstep: Class 14 contains 21638 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76133 members 
Mstep: Class 19 contains 96066 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576848.000000 Penalty: 36850.429688
Iteration 204Q: 18 clusters Score -7.557685e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 25218 members 
Mstep: Class 3 contains 5431 members 
Mstep: Class 4 contains 37689 members 
Mstep: Class 5 contains 44244 members 
Mstep: Class 6 contains 76697 members 
Mstep: Class 7 contains 10855 members 
Mstep: Class 9 contains 71300 members 
Mstep: Class 10 contains 37673 members 
Mstep: Class 11 contains 57694 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 54003 members 
Mstep: Class 14 contains 21642 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76131 members 
Mstep: Class 19 contains 96054 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576800.000000 Penalty: 36850.429688
Iteration 205Q: 18 clusters Score -7.55768e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 25235 members 
Mstep: Class 3 contains 5427 members 
Mstep: Class 4 contains 37679 members 
Mstep: Class 5 contains 44242 members 
Mstep: Class 6 contains 76654 members 
Mstep: Class 7 contains 10885 members 
Mstep: Class 9 contains 71295 members 
Mstep: Class 10 contains 37676 members 
Mstep: Class 11 contains 57690 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 54021 members 
Mstep: Class 14 contains 21661 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76132 members 
Mstep: Class 19 contains 96035 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576784.000000 Penalty: 36850.429688
Iteration 206Q: 18 clusters Score -7.557678e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 25253 members 
Mstep: Class 3 contains 5425 members 
Mstep: Class 4 contains 37662 members 
Mstep: Class 5 contains 44238 members 
Mstep: Class 6 contains 76625 members 
Mstep: Class 7 contains 10900 members 
Mstep: Class 9 contains 71294 members 
Mstep: Class 10 contains 37678 members 
Mstep: Class 11 contains 57684 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 54037 members 
Mstep: Class 14 contains 21670 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76125 members 
Mstep: Class 19 contains 96040 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576856.000000 Penalty: 36850.429688
Iteration 207Q: 18 clusters Score -7.557686e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 25270 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 37647 members 
Mstep: Class 5 contains 44240 members 
Mstep: Class 6 contains 76587 members 
Mstep: Class 7 contains 10921 members 
Mstep: Class 9 contains 71288 members 
Mstep: Class 10 contains 37679 members 
Mstep: Class 11 contains 57685 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 54042 members 
Mstep: Class 14 contains 21686 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76116 members 
Mstep: Class 19 contains 96045 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576760.000000 Penalty: 36850.429688
Iteration 208Q: 18 clusters Score -7.557676e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 25290 members 
Mstep: Class 3 contains 5430 members 
Mstep: Class 4 contains 37637 members 
Mstep: Class 5 contains 44234 members 
Mstep: Class 6 contains 76536 members 
Mstep: Class 7 contains 10937 members 
Mstep: Class 9 contains 71279 members 
Mstep: Class 10 contains 37688 members 
Mstep: Class 11 contains 57683 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 54048 members 
Mstep: Class 14 contains 21706 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76119 members 
Mstep: Class 19 contains 96044 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576784.000000 Penalty: 36850.429688
Iteration 209Q: 18 clusters Score -7.557678e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 25311 members 
Mstep: Class 3 contains 5430 members 
Mstep: Class 4 contains 37625 members 
Mstep: Class 5 contains 44225 members 
Mstep: Class 6 contains 76489 members 
Mstep: Class 7 contains 10963 members 
Mstep: Class 9 contains 71280 members 
Mstep: Class 10 contains 37694 members 
Mstep: Class 11 contains 57683 members 
Mstep: Class 12 contains 3492 members 
Mstep: Class 13 contains 54053 members 
Mstep: Class 14 contains 21721 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76111 members 
Mstep: Class 19 contains 96044 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576776.000000 Penalty: 36850.429688
Iteration 210Q: 18 clusters Score -7.557678e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 25322 members 
Mstep: Class 3 contains 5429 members 
Mstep: Class 4 contains 37617 members 
Mstep: Class 5 contains 44224 members 
Mstep: Class 6 contains 76457 members 
Mstep: Class 7 contains 10977 members 
Mstep: Class 9 contains 71278 members 
Mstep: Class 10 contains 37693 members 
Mstep: Class 11 contains 57676 members 
Mstep: Class 12 contains 3493 members 
Mstep: Class 13 contains 54078 members 
Mstep: Class 14 contains 21741 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76103 members 
Mstep: Class 19 contains 96033 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576816.000000 Penalty: 36850.429688
Iteration 211Q: 18 clusters Score -7.557682e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 25334 members 
Mstep: Class 3 contains 5427 members 
Mstep: Class 4 contains 37607 members 
Mstep: Class 5 contains 44223 members 
Mstep: Class 6 contains 76422 members 
Mstep: Class 7 contains 10989 members 
Mstep: Class 9 contains 71275 members 
Mstep: Class 10 contains 37691 members 
Mstep: Class 11 contains 57684 members 
Mstep: Class 12 contains 3495 members 
Mstep: Class 13 contains 54095 members 
Mstep: Class 14 contains 21759 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76098 members 
Mstep: Class 19 contains 96022 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576696.000000 Penalty: 36850.429688
Iteration 212Q: 18 clusters Score -7.55767e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 25344 members 
Mstep: Class 3 contains 5429 members 
Mstep: Class 4 contains 37597 members 
Mstep: Class 5 contains 44227 members 
Mstep: Class 6 contains 76372 members 
Mstep: Class 7 contains 11012 members 
Mstep: Class 9 contains 71272 members 
Mstep: Class 10 contains 37698 members 
Mstep: Class 11 contains 57688 members 
Mstep: Class 12 contains 3495 members 
Mstep: Class 13 contains 54086 members 
Mstep: Class 14 contains 21783 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76094 members 
Mstep: Class 19 contains 96024 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576784.000000 Penalty: 36850.429688
Iteration 213Q: 18 clusters Score -7.557678e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 25363 members 
Mstep: Class 3 contains 5428 members 
Mstep: Class 4 contains 37584 members 
Mstep: Class 5 contains 44233 members 
Mstep: Class 6 contains 76335 members 
Mstep: Class 7 contains 11022 members 
Mstep: Class 9 contains 71269 members 
Mstep: Class 10 contains 37706 members 
Mstep: Class 11 contains 57687 members 
Mstep: Class 12 contains 3495 members 
Mstep: Class 13 contains 54092 members 
Mstep: Class 14 contains 21801 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76093 members 
Mstep: Class 19 contains 96013 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576736.000000 Penalty: 36850.429688
Iteration 214Q: 18 clusters Score -7.557674e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 25383 members 
Mstep: Class 3 contains 5428 members 
Mstep: Class 4 contains 37576 members 
Mstep: Class 5 contains 44236 members 
Mstep: Class 6 contains 76284 members 
Mstep: Class 7 contains 11035 members 
Mstep: Class 9 contains 71267 members 
Mstep: Class 10 contains 37710 members 
Mstep: Class 11 contains 57688 members 
Mstep: Class 12 contains 3495 members 
Mstep: Class 13 contains 54101 members 
Mstep: Class 14 contains 21815 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76089 members 
Mstep: Class 19 contains 96014 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576808.000000 Penalty: 36850.429688
Iteration 215Q: 18 clusters Score -7.557681e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 25398 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 37568 members 
Mstep: Class 5 contains 44245 members 
Mstep: Class 6 contains 76243 members 
Mstep: Class 7 contains 11043 members 
Mstep: Class 9 contains 71260 members 
Mstep: Class 10 contains 37712 members 
Mstep: Class 11 contains 57691 members 
Mstep: Class 12 contains 3496 members 
Mstep: Class 13 contains 54121 members 
Mstep: Class 14 contains 21818 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76086 members 
Mstep: Class 19 contains 96016 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576864.000000 Penalty: 36850.429688
Iteration 216Q: 18 clusters Score -7.557686e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 25413 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 37556 members 
Mstep: Class 5 contains 44238 members 
Mstep: Class 6 contains 76218 members 
Mstep: Class 7 contains 11053 members 
Mstep: Class 9 contains 71254 members 
Mstep: Class 10 contains 37716 members 
Mstep: Class 11 contains 57691 members 
Mstep: Class 12 contains 3497 members 
Mstep: Class 13 contains 54137 members 
Mstep: Class 14 contains 21830 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76083 members 
Mstep: Class 19 contains 96011 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576808.000000 Penalty: 36850.429688
Iteration 217Q: 18 clusters Score -7.557681e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25427 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 37546 members 
Mstep: Class 5 contains 44236 members 
Mstep: Class 6 contains 76197 members 
Mstep: Class 7 contains 11057 members 
Mstep: Class 9 contains 71251 members 
Mstep: Class 10 contains 37721 members 
Mstep: Class 11 contains 57693 members 
Mstep: Class 12 contains 3497 members 
Mstep: Class 13 contains 54160 members 
Mstep: Class 14 contains 21834 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76077 members 
Mstep: Class 19 contains 96000 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576872.000000 Penalty: 36850.429688
Iteration 218Q: 18 clusters Score -7.557687e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25444 members 
Mstep: Class 3 contains 5423 members 
Mstep: Class 4 contains 37540 members 
Mstep: Class 5 contains 44242 members 
Mstep: Class 6 contains 76165 members 
Mstep: Class 7 contains 11075 members 
Mstep: Class 9 contains 71244 members 
Mstep: Class 10 contains 37727 members 
Mstep: Class 11 contains 57694 members 
Mstep: Class 12 contains 3498 members 
Mstep: Class 13 contains 54174 members 
Mstep: Class 14 contains 21854 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76077 members 
Mstep: Class 19 contains 95963 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576776.000000 Penalty: 36850.429688
Iteration 219Q: 18 clusters Score -7.557678e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25454 members 
Mstep: Class 3 contains 5422 members 
Mstep: Class 4 contains 37535 members 
Mstep: Class 5 contains 44247 members 
Mstep: Class 6 contains 76132 members 
Mstep: Class 7 contains 11092 members 
Mstep: Class 9 contains 71242 members 
Mstep: Class 10 contains 37729 members 
Mstep: Class 11 contains 57700 members 
Mstep: Class 12 contains 3498 members 
Mstep: Class 13 contains 54194 members 
Mstep: Class 14 contains 21872 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76072 members 
Mstep: Class 19 contains 95931 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576944.000000 Penalty: 36850.429688
Iteration 220F: 18 clusters Score -7.557694e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25463 members 
Mstep: Class 3 contains 5419 members 
Mstep: Class 4 contains 37532 members 
Mstep: Class 5 contains 44257 members 
Mstep: Class 6 contains 76106 members 
Mstep: Class 7 contains 11099 members 
Mstep: Class 9 contains 71243 members 
Mstep: Class 10 contains 37726 members 
Mstep: Class 11 contains 57703 members 
Mstep: Class 12 contains 3499 members 
Mstep: Class 13 contains 54201 members 
Mstep: Class 14 contains 21887 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76065 members 
Mstep: Class 19 contains 95920 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576928.000000 Penalty: 36850.429688
Iteration 221Q: 18 clusters Score -7.557693e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25467 members 
Mstep: Class 3 contains 5417 members 
Mstep: Class 4 contains 37523 members 
Mstep: Class 5 contains 44263 members 
Mstep: Class 6 contains 76091 members 
Mstep: Class 7 contains 11114 members 
Mstep: Class 9 contains 71234 members 
Mstep: Class 10 contains 37730 members 
Mstep: Class 11 contains 57699 members 
Mstep: Class 12 contains 3501 members 
Mstep: Class 13 contains 54218 members 
Mstep: Class 14 contains 21900 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76058 members 
Mstep: Class 19 contains 95905 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576928.000000 Penalty: 36850.429688
Iteration 222Q: 18 clusters Score -7.557693e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25479 members 
Mstep: Class 3 contains 5416 members 
Mstep: Class 4 contains 37514 members 
Mstep: Class 5 contains 44267 members 
Mstep: Class 6 contains 76068 members 
Mstep: Class 7 contains 11133 members 
Mstep: Class 9 contains 71231 members 
Mstep: Class 10 contains 37728 members 
Mstep: Class 11 contains 57701 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 54227 members 
Mstep: Class 14 contains 21911 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76055 members 
Mstep: Class 19 contains 95887 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576880.000000 Penalty: 36850.429688
Iteration 223Q: 18 clusters Score -7.557688e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25487 members 
Mstep: Class 3 contains 5417 members 
Mstep: Class 4 contains 37504 members 
Mstep: Class 5 contains 44264 members 
Mstep: Class 6 contains 76052 members 
Mstep: Class 7 contains 11147 members 
Mstep: Class 9 contains 71232 members 
Mstep: Class 10 contains 37732 members 
Mstep: Class 11 contains 57705 members 
Mstep: Class 12 contains 3505 members 
Mstep: Class 13 contains 54234 members 
Mstep: Class 14 contains 21920 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76052 members 
Mstep: Class 19 contains 95869 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576816.000000 Penalty: 36850.429688
Iteration 224Q: 18 clusters Score -7.557682e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25510 members 
Mstep: Class 3 contains 5417 members 
Mstep: Class 4 contains 37496 members 
Mstep: Class 5 contains 44268 members 
Mstep: Class 6 contains 76036 members 
Mstep: Class 7 contains 11154 members 
Mstep: Class 9 contains 71224 members 
Mstep: Class 10 contains 37728 members 
Mstep: Class 11 contains 57707 members 
Mstep: Class 12 contains 3505 members 
Mstep: Class 13 contains 54232 members 
Mstep: Class 14 contains 21948 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76044 members 
Mstep: Class 19 contains 95851 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576840.000000 Penalty: 36850.429688
Iteration 225Q: 18 clusters Score -7.557684e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25522 members 
Mstep: Class 3 contains 5418 members 
Mstep: Class 4 contains 37493 members 
Mstep: Class 5 contains 44278 members 
Mstep: Class 6 contains 76007 members 
Mstep: Class 7 contains 11162 members 
Mstep: Class 9 contains 71223 members 
Mstep: Class 10 contains 37726 members 
Mstep: Class 11 contains 57705 members 
Mstep: Class 12 contains 3507 members 
Mstep: Class 13 contains 54230 members 
Mstep: Class 14 contains 21965 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76050 members 
Mstep: Class 19 contains 95833 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576712.000000 Penalty: 36850.429688
Iteration 226Q: 18 clusters Score -7.557671e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25532 members 
Mstep: Class 3 contains 5416 members 
Mstep: Class 4 contains 37490 members 
Mstep: Class 5 contains 44285 members 
Mstep: Class 6 contains 75988 members 
Mstep: Class 7 contains 11172 members 
Mstep: Class 9 contains 71224 members 
Mstep: Class 10 contains 37730 members 
Mstep: Class 11 contains 57710 members 
Mstep: Class 12 contains 3509 members 
Mstep: Class 13 contains 54219 members 
Mstep: Class 14 contains 21975 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76053 members 
Mstep: Class 19 contains 95815 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576744.000000 Penalty: 36850.429688
Iteration 227Q: 18 clusters Score -7.557674e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25546 members 
Mstep: Class 3 contains 5415 members 
Mstep: Class 4 contains 37479 members 
Mstep: Class 5 contains 44298 members 
Mstep: Class 6 contains 75966 members 
Mstep: Class 7 contains 11186 members 
Mstep: Class 9 contains 71221 members 
Mstep: Class 10 contains 37734 members 
Mstep: Class 11 contains 57707 members 
Mstep: Class 12 contains 3511 members 
Mstep: Class 13 contains 54233 members 
Mstep: Class 14 contains 21977 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76052 members 
Mstep: Class 19 contains 95793 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576808.000000 Penalty: 36850.429688
Iteration 228Q: 18 clusters Score -7.557681e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25557 members 
Mstep: Class 3 contains 5414 members 
Mstep: Class 4 contains 37477 members 
Mstep: Class 5 contains 44305 members 
Mstep: Class 6 contains 75946 members 
Mstep: Class 7 contains 11196 members 
Mstep: Class 9 contains 71214 members 
Mstep: Class 10 contains 37734 members 
Mstep: Class 11 contains 57702 members 
Mstep: Class 12 contains 3514 members 
Mstep: Class 13 contains 54250 members 
Mstep: Class 14 contains 21982 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76048 members 
Mstep: Class 19 contains 95779 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576768.000000 Penalty: 36850.429688
Iteration 229Q: 18 clusters Score -7.557677e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25574 members 
Mstep: Class 3 contains 5413 members 
Mstep: Class 4 contains 37474 members 
Mstep: Class 5 contains 44314 members 
Mstep: Class 6 contains 75924 members 
Mstep: Class 7 contains 11203 members 
Mstep: Class 9 contains 71200 members 
Mstep: Class 10 contains 37736 members 
Mstep: Class 11 contains 57707 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 54272 members 
Mstep: Class 14 contains 21984 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76044 members 
Mstep: Class 19 contains 95758 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576792.000000 Penalty: 36850.429688
Iteration 230Q: 18 clusters Score -7.557679e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25582 members 
Mstep: Class 3 contains 5413 members 
Mstep: Class 4 contains 37470 members 
Mstep: Class 5 contains 44318 members 
Mstep: Class 6 contains 75900 members 
Mstep: Class 7 contains 11215 members 
Mstep: Class 9 contains 71192 members 
Mstep: Class 10 contains 37743 members 
Mstep: Class 11 contains 57702 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 54299 members 
Mstep: Class 14 contains 21991 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76038 members 
Mstep: Class 19 contains 95741 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576848.000000 Penalty: 36850.429688
Iteration 231Q: 18 clusters Score -7.557685e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 25591 members 
Mstep: Class 3 contains 5409 members 
Mstep: Class 4 contains 37466 members 
Mstep: Class 5 contains 44315 members 
Mstep: Class 6 contains 75878 members 
Mstep: Class 7 contains 11229 members 
Mstep: Class 9 contains 71185 members 
Mstep: Class 10 contains 37751 members 
Mstep: Class 11 contains 57697 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 54326 members 
Mstep: Class 14 contains 22006 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76034 members 
Mstep: Class 19 contains 95715 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576832.000000 Penalty: 36850.429688
Iteration 232Q: 18 clusters Score -7.557683e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25605 members 
Mstep: Class 3 contains 5405 members 
Mstep: Class 4 contains 37462 members 
Mstep: Class 5 contains 44315 members 
Mstep: Class 6 contains 75858 members 
Mstep: Class 7 contains 11243 members 
Mstep: Class 9 contains 71181 members 
Mstep: Class 10 contains 37751 members 
Mstep: Class 11 contains 57704 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 54338 members 
Mstep: Class 14 contains 22019 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76038 members 
Mstep: Class 19 contains 95684 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576880.000000 Penalty: 36850.429688
Iteration 233Q: 18 clusters Score -7.557688e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25619 members 
Mstep: Class 3 contains 5401 members 
Mstep: Class 4 contains 37454 members 
Mstep: Class 5 contains 44314 members 
Mstep: Class 6 contains 75833 members 
Mstep: Class 7 contains 11261 members 
Mstep: Class 9 contains 71182 members 
Mstep: Class 10 contains 37750 members 
Mstep: Class 11 contains 57710 members 
Mstep: Class 12 contains 3516 members 
Mstep: Class 13 contains 54353 members 
Mstep: Class 14 contains 22034 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76043 members 
Mstep: Class 19 contains 95648 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576928.000000 Penalty: 36850.429688
Iteration 234Q: 18 clusters Score -7.557693e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25630 members 
Mstep: Class 3 contains 5398 members 
Mstep: Class 4 contains 37444 members 
Mstep: Class 5 contains 44315 members 
Mstep: Class 6 contains 75811 members 
Mstep: Class 7 contains 11278 members 
Mstep: Class 9 contains 71180 members 
Mstep: Class 10 contains 37755 members 
Mstep: Class 11 contains 57715 members 
Mstep: Class 12 contains 3517 members 
Mstep: Class 13 contains 54370 members 
Mstep: Class 14 contains 22039 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76038 members 
Mstep: Class 19 contains 95628 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576952.000000 Penalty: 36850.429688
Iteration 235Q: 18 clusters Score -7.557695e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25639 members 
Mstep: Class 3 contains 5392 members 
Mstep: Class 4 contains 37427 members 
Mstep: Class 5 contains 44319 members 
Mstep: Class 6 contains 75788 members 
Mstep: Class 7 contains 11303 members 
Mstep: Class 9 contains 71181 members 
Mstep: Class 10 contains 37749 members 
Mstep: Class 11 contains 57718 members 
Mstep: Class 12 contains 3518 members 
Mstep: Class 13 contains 54384 members 
Mstep: Class 14 contains 22050 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76031 members 
Mstep: Class 19 contains 95619 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576928.000000 Penalty: 36850.429688
Iteration 236Q: 18 clusters Score -7.557693e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25648 members 
Mstep: Class 3 contains 5389 members 
Mstep: Class 4 contains 37420 members 
Mstep: Class 5 contains 44319 members 
Mstep: Class 6 contains 75759 members 
Mstep: Class 7 contains 11332 members 
Mstep: Class 9 contains 71183 members 
Mstep: Class 10 contains 37750 members 
Mstep: Class 11 contains 57721 members 
Mstep: Class 12 contains 3519 members 
Mstep: Class 13 contains 54392 members 
Mstep: Class 14 contains 22051 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76023 members 
Mstep: Class 19 contains 95612 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576976.000000 Penalty: 36850.429688
Iteration 237Q: 18 clusters Score -7.557698e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25660 members 
Mstep: Class 3 contains 5387 members 
Mstep: Class 4 contains 37413 members 
Mstep: Class 5 contains 44318 members 
Mstep: Class 6 contains 75727 members 
Mstep: Class 7 contains 11353 members 
Mstep: Class 9 contains 71183 members 
Mstep: Class 10 contains 37756 members 
Mstep: Class 11 contains 57715 members 
Mstep: Class 12 contains 3519 members 
Mstep: Class 13 contains 54410 members 
Mstep: Class 14 contains 22049 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76021 members 
Mstep: Class 19 contains 95607 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577040.000000 Penalty: 36850.429688
Iteration 238Q: 18 clusters Score -7.557704e+07 nChanged 175
Entering ConstructFrom: 
Score: -75577040.000000 Penalty: 36850.429688
Entering ConstructFrom: 
Trying to split cluster 1 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -248656.187500 Penalty: 1233.102539
	Iteration 0F: 2 clusters Score -248656.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -246543.406250 Penalty: 2466.205078
	Iteration 0F: 3 clusters Score -246543.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -246993.000000 Penalty: 2466.205078
	Iteration 1F: 3 clusters Score -246993 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -247081.875000 Penalty: 2466.205078
	Iteration 2F: 3 clusters Score -247081.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -247129.578125 Penalty: 2466.205078
	Iteration 3Q: 3 clusters Score -247129.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -247160.187500 Penalty: 2466.205078
	Iteration 4Q: 3 clusters Score -247160.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -247179.328125 Penalty: 2466.205078
	Iteration 5Q: 3 clusters Score -247179.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -247189.734375 Penalty: 2466.205078
	Iteration 6Q: 3 clusters Score -247189.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -247197.125000 Penalty: 2466.205078
	Iteration 7Q: 3 clusters Score -247197.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -247203.140625 Penalty: 2466.205078
	Iteration 8Q: 3 clusters Score -247203.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -247213.687500 Penalty: 2466.205078
	Iteration 9Q: 3 clusters Score -247213.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -247227.421875 Penalty: 2466.205078
	Iteration 10Q: 3 clusters Score -247227.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -247238.828125 Penalty: 2466.205078
	Iteration 11Q: 3 clusters Score -247238.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -247246.140625 Penalty: 2466.205078
	Iteration 12Q: 3 clusters Score -247246.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -247251.812500 Penalty: 2466.205078
	Iteration 13Q: 3 clusters Score -247251.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -247258.984375 Penalty: 2466.205078
	Iteration 14Q: 3 clusters Score -247259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -247261.406250 Penalty: 2466.205078
	Iteration 15Q: 3 clusters Score -247261.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -247264.062500 Penalty: 2466.205078
	Iteration 16Q: 3 clusters Score -247264.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -247269.000000 Penalty: 2466.205078
	Iteration 17Q: 3 clusters Score -247269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -247271.890625 Penalty: 2466.205078
	Iteration 18Q: 3 clusters Score -247271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -247274.093750 Penalty: 2466.205078
	Iteration 19Q: 3 clusters Score -247274.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -247275.062500 Penalty: 2466.205078
	Iteration 20F: 3 clusters Score -247275.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -247278.250000 Penalty: 2466.205078
	Iteration 21Q: 3 clusters Score -247278.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -247280.375000 Penalty: 2466.205078
	Iteration 22Q: 3 clusters Score -247280.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -247281.078125 Penalty: 2466.205078
	Iteration 23Q: 3 clusters Score -247281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -247281.078125 Penalty: 2466.205078
	Iteration 24F: 3 clusters Score -247281.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Entering Unmasked Estep 
Score: -3087597.250000 Penalty: 1649.849976
	Iteration 0F: 2 clusters Score -3087597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3070166.250000 Penalty: 3299.699951
	Iteration 0F: 3 clusters Score -3070166 nChanged 11820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3076634.250000 Penalty: 3299.699951
	Iteration 1F: 3 clusters Score -3076634 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3076937.250000 Penalty: 3299.699951
	Iteration 2Q: 3 clusters Score -3076937 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -3077238.750000 Penalty: 3299.699951
	Iteration 3Q: 3 clusters Score -3077239 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -3077593.000000 Penalty: 3299.699951
	Iteration 4Q: 3 clusters Score -3077593 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3078075.250000 Penalty: 3299.699951
	Iteration 5Q: 3 clusters Score -3078075 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -3078820.750000 Penalty: 3299.699951
	Iteration 6F: 3 clusters Score -3078821 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3080009.000000 Penalty: 3299.699951
	Iteration 7F: 3 clusters Score -3080009 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -3081595.250000 Penalty: 3299.699951
	Iteration 8F: 3 clusters Score -3081595 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -3083370.000000 Penalty: 3299.699951
	Iteration 9F: 3 clusters Score -3083370 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3084719.500000 Penalty: 3299.699951
	Iteration 10F: 3 clusters Score -3084720 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3085507.250000 Penalty: 3299.699951
	Iteration 11Q: 3 clusters Score -3085507 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -3085863.250000 Penalty: 3299.699951
	Iteration 12Q: 3 clusters Score -3085863 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -3086000.250000 Penalty: 3299.699951
	Iteration 13Q: 3 clusters Score -3086000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3086065.500000 Penalty: 3299.699951
	Iteration 14Q: 3 clusters Score -3086066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -3086099.500000 Penalty: 3299.699951
	Iteration 15Q: 3 clusters Score -3086100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3086120.500000 Penalty: 3299.699951
	Iteration 16Q: 3 clusters Score -3086120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3086151.500000 Penalty: 3299.699951
	Iteration 17Q: 3 clusters Score -3086152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3086168.250000 Penalty: 3299.699951
	Iteration 18Q: 3 clusters Score -3086168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -3086175.000000 Penalty: 3299.699951
	Iteration 19Q: 3 clusters Score -3086175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -3086179.500000 Penalty: 3299.699951
	Iteration 20F: 3 clusters Score -3086180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3086182.250000 Penalty: 3299.699951
	Iteration 21Q: 3 clusters Score -3086182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3086182.500000 Penalty: 3299.699951
	Iteration 22Q: 3 clusters Score -3086182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3086183.000000 Penalty: 3299.699951
	Iteration 23Q: 3 clusters Score -3086183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3086183.000000 Penalty: 3299.699951
	Iteration 24F: 3 clusters Score -3086183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Entering Unmasked Estep 
Score: -665585.562500 Penalty: 1396.218750
	Iteration 0F: 2 clusters Score -665585.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -661367.187500 Penalty: 2792.437500
	Iteration 0F: 3 clusters Score -661367.2 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -662519.687500 Penalty: 2792.437500
	Iteration 1F: 3 clusters Score -662519.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -662692.875000 Penalty: 2792.437500
	Iteration 2F: 3 clusters Score -662692.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -662813.062500 Penalty: 2792.437500
	Iteration 3F: 3 clusters Score -662813.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -662895.500000 Penalty: 2792.437500
	Iteration 4Q: 3 clusters Score -662895.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -662952.375000 Penalty: 2792.437500
	Iteration 5Q: 3 clusters Score -662952.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -662997.750000 Penalty: 2792.437500
	Iteration 6Q: 3 clusters Score -662997.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -663023.750000 Penalty: 2792.437500
	Iteration 7Q: 3 clusters Score -663023.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -663046.562500 Penalty: 2792.437500
	Iteration 8Q: 3 clusters Score -663046.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -663062.062500 Penalty: 2792.437500
	Iteration 9Q: 3 clusters Score -663062.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -663075.875000 Penalty: 2792.437500
	Iteration 10Q: 3 clusters Score -663075.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -663094.375000 Penalty: 2792.437500
	Iteration 11Q: 3 clusters Score -663094.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -663107.625000 Penalty: 2792.437500
	Iteration 12Q: 3 clusters Score -663107.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -663128.625000 Penalty: 2792.437500
	Iteration 13Q: 3 clusters Score -663128.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -663151.562500 Penalty: 2792.437500
	Iteration 14Q: 3 clusters Score -663151.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -663182.687500 Penalty: 2792.437500
	Iteration 15Q: 3 clusters Score -663182.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -663220.250000 Penalty: 2792.437500
	Iteration 16Q: 3 clusters Score -663220.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -663269.500000 Penalty: 2792.437500
	Iteration 17Q: 3 clusters Score -663269.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -663326.500000 Penalty: 2792.437500
	Iteration 18Q: 3 clusters Score -663326.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -663387.875000 Penalty: 2792.437500
	Iteration 19Q: 3 clusters Score -663387.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -663463.250000 Penalty: 2792.437500
	Iteration 20F: 3 clusters Score -663463.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -663547.250000 Penalty: 2792.437500
	Iteration 21Q: 3 clusters Score -663547.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -663632.250000 Penalty: 2792.437500
	Iteration 22Q: 3 clusters Score -663632.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -663743.187500 Penalty: 2792.437500
	Iteration 23Q: 3 clusters Score -663743.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -663863.437500 Penalty: 2792.437500
	Iteration 24Q: 3 clusters Score -663863.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -663976.375000 Penalty: 2792.437500
	Iteration 25Q: 3 clusters Score -663976.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -664050.437500 Penalty: 2792.437500
	Iteration 26Q: 3 clusters Score -664050.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -664102.062500 Penalty: 2792.437500
	Iteration 27Q: 3 clusters Score -664102.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -664144.187500 Penalty: 2792.437500
	Iteration 28Q: 3 clusters Score -664144.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -664174.062500 Penalty: 2792.437500
	Iteration 29Q: 3 clusters Score -664174.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -664201.187500 Penalty: 2792.437500
	Iteration 30Q: 3 clusters Score -664201.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -664236.125000 Penalty: 2792.437500
	Iteration 31Q: 3 clusters Score -664236.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -664256.312500 Penalty: 2792.437500
	Iteration 32Q: 3 clusters Score -664256.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -664283.875000 Penalty: 2792.437500
	Iteration 33Q: 3 clusters Score -664283.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -664309.875000 Penalty: 2792.437500
	Iteration 34Q: 3 clusters Score -664309.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -664328.812500 Penalty: 2792.437500
	Iteration 35Q: 3 clusters Score -664328.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -664341.062500 Penalty: 2792.437500
	Iteration 36Q: 3 clusters Score -664341.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -664357.750000 Penalty: 2792.437500
	Iteration 37Q: 3 clusters Score -664357.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -664371.500000 Penalty: 2792.437500
	Iteration 38Q: 3 clusters Score -664371.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -664383.187500 Penalty: 2792.437500
	Iteration 39Q: 3 clusters Score -664383.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -664392.187500 Penalty: 2792.437500
	Iteration 40F: 3 clusters Score -664392.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -664395.812500 Penalty: 2792.437500
	Iteration 41Q: 3 clusters Score -664395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -664399.937500 Penalty: 2792.437500
	Iteration 42Q: 3 clusters Score -664399.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -664400.125000 Penalty: 2792.437500
	Iteration 43Q: 3 clusters Score -664400.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -664405.437500 Penalty: 2792.437500
	Iteration 44Q: 3 clusters Score -664405.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -664406.875000 Penalty: 2792.437500
	Iteration 45Q: 3 clusters Score -664406.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -664411.562500 Penalty: 2792.437500
	Iteration 46Q: 3 clusters Score -664411.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -664412.937500 Penalty: 2792.437500
	Iteration 47Q: 3 clusters Score -664412.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -664415.062500 Penalty: 2792.437500
	Iteration 48Q: 3 clusters Score -664415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -664414.750000 Penalty: 2792.437500
	Iteration 49Q: 3 clusters Score -664414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -664415.562500 Penalty: 2792.437500
	Iteration 50Q: 3 clusters Score -664415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -664416.625000 Penalty: 2792.437500
	Iteration 51Q: 3 clusters Score -664416.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -664416.625000 Penalty: 2792.437500
	Iteration 52F: 3 clusters Score -664416.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Entering Unmasked Estep 
Score: -4656506.500000 Penalty: 1711.066528
	Iteration 0F: 2 clusters Score -4656506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -4631466.000000 Penalty: 3422.133057
	Iteration 0F: 3 clusters Score -4631466 nChanged 17344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4641284.500000 Penalty: 3422.133057
	Iteration 1F: 3 clusters Score -4641284 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -4641916.500000 Penalty: 3422.133057
	Iteration 2Q: 3 clusters Score -4641916 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -4642678.000000 Penalty: 3422.133057
	Iteration 3Q: 3 clusters Score -4642678 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -4643548.500000 Penalty: 3422.133057
	Iteration 4Q: 3 clusters Score -4643548 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -4644576.500000 Penalty: 3422.133057
	Iteration 5F: 3 clusters Score -4644576 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -4645790.000000 Penalty: 3422.133057
	Iteration 6F: 3 clusters Score -4645790 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -4647237.000000 Penalty: 3422.133057
	Iteration 7F: 3 clusters Score -4647237 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4648657 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4649569 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -4649955.500000 Penalty: 3422.133057
	Iteration 10Q: 3 clusters Score -4649956 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4650162 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -4650309.500000 Penalty: 3422.133057
	Iteration 12Q: 3 clusters Score -4650310 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4650444 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -4650545.500000 Penalty: 3422.133057
	Iteration 14Q: 3 clusters Score -4650546 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -4650638.500000 Penalty: 3422.133057
	Iteration 15Q: 3 clusters Score -4650638 nChanged 396
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -4650733.500000 Penalty: 3422.133057
	Iteration 16Q: 3 clusters Score -4650734 nChanged 422
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4650832 nChanged 445
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -4650950.500000 Penalty: 3422.133057
	Iteration 18Q: 3 clusters Score -4650950 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4651086 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -4651219.500000 Penalty: 3422.133057
	Iteration 20F: 3 clusters Score -4651220 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -4651399.000000 Penalty: 3422.133057
	Iteration 21Q: 3 clusters Score -4651399 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -4651559.500000 Penalty: 3422.133057
	Iteration 22Q: 3 clusters Score -4651560 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -4651735.500000 Penalty: 3422.133057
	Iteration 23Q: 3 clusters Score -4651736 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -4651928.500000 Penalty: 3422.133057
	Iteration 24Q: 3 clusters Score -4651928 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -4652140.000000 Penalty: 3422.133057
	Iteration 25Q: 3 clusters Score -4652140 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -4652342.000000 Penalty: 3422.133057
	Iteration 26Q: 3 clusters Score -4652342 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -4652542.000000 Penalty: 3422.133057
	Iteration 27Q: 3 clusters Score -4652542 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -4652756.500000 Penalty: 3422.133057
	Iteration 28Q: 3 clusters Score -4652756 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -4652943.000000 Penalty: 3422.133057
	Iteration 29Q: 3 clusters Score -4652943 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -4653128.500000 Penalty: 3422.133057
	Iteration 30Q: 3 clusters Score -4653128 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -4653314.000000 Penalty: 3422.133057
	Iteration 31Q: 3 clusters Score -4653314 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -4653492.000000 Penalty: 3422.133057
	Iteration 32Q: 3 clusters Score -4653492 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -4653682.500000 Penalty: 3422.133057
	Iteration 33Q: 3 clusters Score -4653682 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -4653829.000000 Penalty: 3422.133057
	Iteration 34Q: 3 clusters Score -4653829 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4653941.000000 Penalty: 3422.133057
	Iteration 35Q: 3 clusters Score -4653941 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -4654031.000000 Penalty: 3422.133057
	Iteration 36Q: 3 clusters Score -4654031 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4654133.000000 Penalty: 3422.133057
	Iteration 37Q: 3 clusters Score -4654133 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4654201.000000 Penalty: 3422.133057
	Iteration 38Q: 3 clusters Score -4654201 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4654276.500000 Penalty: 3422.133057
	Iteration 39Q: 3 clusters Score -4654276 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4654382 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4654447.500000 Penalty: 3422.133057
	Iteration 41Q: 3 clusters Score -4654448 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4654526 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4654595 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4654641.000000 Penalty: 3422.133057
	Iteration 44Q: 3 clusters Score -4654641 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4654691.000000 Penalty: 3422.133057
	Iteration 45Q: 3 clusters Score -4654691 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4654731.500000 Penalty: 3422.133057
	Iteration 46Q: 3 clusters Score -4654732 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4654766.500000 Penalty: 3422.133057
	Iteration 47Q: 3 clusters Score -4654766 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4654802.500000 Penalty: 3422.133057
	Iteration 48Q: 3 clusters Score -4654802 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4654842.000000 Penalty: 3422.133057
	Iteration 49Q: 3 clusters Score -4654842 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4654879.000000 Penalty: 3422.133057
	Iteration 50Q: 3 clusters Score -4654879 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4654907.000000 Penalty: 3422.133057
	Iteration 51Q: 3 clusters Score -4654907 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4654916.500000 Penalty: 3422.133057
	Iteration 52Q: 3 clusters Score -4654916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4654921.500000 Penalty: 3422.133057
	Iteration 53Q: 3 clusters Score -4654922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4654934.500000 Penalty: 3422.133057
	Iteration 54Q: 3 clusters Score -4654934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4654948.500000 Penalty: 3422.133057
	Iteration 55Q: 3 clusters Score -4654948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4654960.000000 Penalty: 3422.133057
	Iteration 56Q: 3 clusters Score -4654960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4654963.500000 Penalty: 3422.133057
	Iteration 57Q: 3 clusters Score -4654964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4654986.000000 Penalty: 3422.133057
	Iteration 58Q: 3 clusters Score -4654986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4655007.000000 Penalty: 3422.133057
	Iteration 59Q: 3 clusters Score -4655007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4655009.000000 Penalty: 3422.133057
	Iteration 60F: 3 clusters Score -4655009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4655016.500000 Penalty: 3422.133057
	Iteration 61Q: 3 clusters Score -4655016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4655016.000000 Penalty: 3422.133057
	Iteration 62Q: 3 clusters Score -4655016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4655019.500000 Penalty: 3422.133057
	Iteration 63Q: 3 clusters Score -4655020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4655025.500000 Penalty: 3422.133057
	Iteration 64Q: 3 clusters Score -4655026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4655026.500000 Penalty: 3422.133057
	Iteration 65Q: 3 clusters Score -4655026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4655028.500000 Penalty: 3422.133057
	Iteration 66Q: 3 clusters Score -4655028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4655026.500000 Penalty: 3422.133057
	Iteration 67Q: 3 clusters Score -4655026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4655025.500000 Penalty: 3422.133057
	Iteration 68Q: 3 clusters Score -4655026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4655027.000000 Penalty: 3422.133057
	Iteration 69Q: 3 clusters Score -4655027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4655030.500000 Penalty: 3422.133057
	Iteration 70Q: 3 clusters Score -4655030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4655029.000000 Penalty: 3422.133057
	Iteration 71Q: 3 clusters Score -4655029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4655031.000000 Penalty: 3422.133057
	Iteration 72Q: 3 clusters Score -4655031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4655034.000000 Penalty: 3422.133057
	Iteration 73Q: 3 clusters Score -4655034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4655031.000000 Penalty: 3422.133057
	Iteration 74Q: 3 clusters Score -4655031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4655034.000000 Penalty: 3422.133057
	Iteration 75Q: 3 clusters Score -4655034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4655032.500000 Penalty: 3422.133057
	Iteration 76Q: 3 clusters Score -4655032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4655035.500000 Penalty: 3422.133057
	Iteration 77Q: 3 clusters Score -4655036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4655041.500000 Penalty: 3422.133057
	Iteration 78Q: 3 clusters Score -4655042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4655039.000000 Penalty: 3422.133057
	Iteration 79Q: 3 clusters Score -4655039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4655043.500000 Penalty: 3422.133057
	Iteration 80F: 3 clusters Score -4655044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4655046.000000 Penalty: 3422.133057
	Iteration 81Q: 3 clusters Score -4655046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4655052.500000 Penalty: 3422.133057
	Iteration 82Q: 3 clusters Score -4655052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4655054.500000 Penalty: 3422.133057
	Iteration 83Q: 3 clusters Score -4655054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4655057.000000 Penalty: 3422.133057
	Iteration 84Q: 3 clusters Score -4655057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4655058.000000 Penalty: 3422.133057
	Iteration 85Q: 3 clusters Score -4655058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4655053.500000 Penalty: 3422.133057
	Iteration 86Q: 3 clusters Score -4655054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4655061.000000 Penalty: 3422.133057
	Iteration 87Q: 3 clusters Score -4655061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4655059.000000 Penalty: 3422.133057
	Iteration 88Q: 3 clusters Score -4655059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4655059.500000 Penalty: 3422.133057
	Iteration 89Q: 3 clusters Score -4655060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4655063.000000 Penalty: 3422.133057
	Iteration 90Q: 3 clusters Score -4655063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4655066.000000 Penalty: 3422.133057
	Iteration 91Q: 3 clusters Score -4655066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4655070.000000 Penalty: 3422.133057
	Iteration 92Q: 3 clusters Score -4655070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4655067.000000 Penalty: 3422.133057
	Iteration 93Q: 3 clusters Score -4655067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4655065.000000 Penalty: 3422.133057
	Iteration 94Q: 3 clusters Score -4655065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4655067.500000 Penalty: 3422.133057
	Iteration 95Q: 3 clusters Score -4655068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4655068.000000 Penalty: 3422.133057
	Iteration 96Q: 3 clusters Score -4655068 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4655068.000000 Penalty: 3422.133057
	Iteration 97F: 3 clusters Score -4655068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44316 members 
Entering Unmasked Estep 
Score: -5509164.000000 Penalty: 1738.604004
	Iteration 0F: 2 clusters Score -5509164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5479585 nChanged 20716
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -5491117.000000 Penalty: 3477.208008
	Iteration 1F: 3 clusters Score -5491117 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -5491614.500000 Penalty: 3477.208008
	Iteration 2Q: 3 clusters Score -5491614 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -5492341.500000 Penalty: 3477.208008
	Iteration 3Q: 3 clusters Score -5492342 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -5493331.500000 Penalty: 3477.208008
	Iteration 4Q: 3 clusters Score -5493332 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -5494727.000000 Penalty: 3477.208008
	Iteration 5F: 3 clusters Score -5494727 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -5496581.500000 Penalty: 3477.208008
	Iteration 6F: 3 clusters Score -5496582 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -5498792.000000 Penalty: 3477.208008
	Iteration 7F: 3 clusters Score -5498792 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -5500859.000000 Penalty: 3477.208008
	Iteration 8F: 3 clusters Score -5500859 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -5502607.500000 Penalty: 3477.208008
	Iteration 9Q: 3 clusters Score -5502608 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -5503728.000000 Penalty: 3477.208008
	Iteration 10Q: 3 clusters Score -5503728 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -5504493.500000 Penalty: 3477.208008
	Iteration 11Q: 3 clusters Score -5504494 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -5505089.000000 Penalty: 3477.208008
	Iteration 12Q: 3 clusters Score -5505089 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -5505585.000000 Penalty: 3477.208008
	Iteration 13Q: 3 clusters Score -5505585 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -5505995.500000 Penalty: 3477.208008
	Iteration 14Q: 3 clusters Score -5505996 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -5506302.500000 Penalty: 3477.208008
	Iteration 15Q: 3 clusters Score -5506302 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -5506532.500000 Penalty: 3477.208008
	Iteration 16Q: 3 clusters Score -5506532 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -5506749.000000 Penalty: 3477.208008
	Iteration 17Q: 3 clusters Score -5506749 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -5506900.500000 Penalty: 3477.208008
	Iteration 18Q: 3 clusters Score -5506900 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -5507056.000000 Penalty: 3477.208008
	Iteration 19Q: 3 clusters Score -5507056 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -5507170.000000 Penalty: 3477.208008
	Iteration 20F: 3 clusters Score -5507170 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -5507238.000000 Penalty: 3477.208008
	Iteration 21Q: 3 clusters Score -5507238 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -5507294.500000 Penalty: 3477.208008
	Iteration 22Q: 3 clusters Score -5507294 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -5507359.000000 Penalty: 3477.208008
	Iteration 23Q: 3 clusters Score -5507359 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -5507425.500000 Penalty: 3477.208008
	Iteration 24Q: 3 clusters Score -5507426 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -5507431.500000 Penalty: 3477.208008
	Iteration 25Q: 3 clusters Score -5507432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -5507465.000000 Penalty: 3477.208008
	Iteration 26Q: 3 clusters Score -5507465 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -5507481.000000 Penalty: 3477.208008
	Iteration 27Q: 3 clusters Score -5507481 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -5507502.000000 Penalty: 3477.208008
	Iteration 28Q: 3 clusters Score -5507502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -5507526.000000 Penalty: 3477.208008
	Iteration 29Q: 3 clusters Score -5507526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -5507542.500000 Penalty: 3477.208008
	Iteration 30Q: 3 clusters Score -5507542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -5507554.500000 Penalty: 3477.208008
	Iteration 31Q: 3 clusters Score -5507554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -5507570.000000 Penalty: 3477.208008
	Iteration 32Q: 3 clusters Score -5507570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -5507588.500000 Penalty: 3477.208008
	Iteration 33Q: 3 clusters Score -5507588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -5507593.000000 Penalty: 3477.208008
	Iteration 34Q: 3 clusters Score -5507593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -5507609.000000 Penalty: 3477.208008
	Iteration 35Q: 3 clusters Score -5507609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -5507634.500000 Penalty: 3477.208008
	Iteration 36Q: 3 clusters Score -5507634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -5507640.500000 Penalty: 3477.208008
	Iteration 37Q: 3 clusters Score -5507640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -5507637.000000 Penalty: 3477.208008
	Iteration 38Q: 3 clusters Score -5507637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -5507644.500000 Penalty: 3477.208008
	Iteration 39Q: 3 clusters Score -5507644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -5507657.000000 Penalty: 3477.208008
	Iteration 40F: 3 clusters Score -5507657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -5507657.000000 Penalty: 3477.208008
	Iteration 41Q: 3 clusters Score -5507657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -5507665.000000 Penalty: 3477.208008
	Iteration 42Q: 3 clusters Score -5507665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -5507671.500000 Penalty: 3477.208008
	Iteration 43Q: 3 clusters Score -5507672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -5507674.500000 Penalty: 3477.208008
	Iteration 44Q: 3 clusters Score -5507674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -5507674.500000 Penalty: 3477.208008
	Iteration 45Q: 3 clusters Score -5507674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -5507673.500000 Penalty: 3477.208008
	Iteration 46Q: 3 clusters Score -5507674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -5507675.500000 Penalty: 3477.208008
	Iteration 47Q: 3 clusters Score -5507676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -5507675.500000 Penalty: 3477.208008
	Iteration 48Q: 3 clusters Score -5507676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -5507682.000000 Penalty: 3477.208008
	Iteration 49Q: 3 clusters Score -5507682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -5507677.000000 Penalty: 3477.208008
	Iteration 50Q: 3 clusters Score -5507677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -5507673.500000 Penalty: 3477.208008
	Iteration 51Q: 3 clusters Score -5507674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -5507676.500000 Penalty: 3477.208008
	Iteration 52Q: 3 clusters Score -5507676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -5507676.000000 Penalty: 3477.208008
	Iteration 53Q: 3 clusters Score -5507676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -5507675.500000 Penalty: 3477.208008
	Iteration 54Q: 3 clusters Score -5507676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -5507675.500000 Penalty: 3477.208008
	Iteration 55F: 3 clusters Score -5507676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (75705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Entering Unmasked Estep 
Score: -9368034.000000 Penalty: 1825.622314
	Iteration 0F: 2 clusters Score -9368034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -9318780.000000 Penalty: 3651.244629
	Iteration 0F: 3 clusters Score -9318780 nChanged 36131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -9339581.000000 Penalty: 3651.244629
	Iteration 1F: 3 clusters Score -9339581 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -9340453.000000 Penalty: 3651.244629
	Iteration 2Q: 3 clusters Score -9340453 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -9341491.000000 Penalty: 3651.244629
	Iteration 3Q: 3 clusters Score -9341491 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -9342940.000000 Penalty: 3651.244629
	Iteration 4Q: 3 clusters Score -9342940 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -9344863.000000 Penalty: 3651.244629
	Iteration 5Q: 3 clusters Score -9344863 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -9347732.000000 Penalty: 3651.244629
	Iteration 6F: 3 clusters Score -9347732 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -9351445.000000 Penalty: 3651.244629
	Iteration 7F: 3 clusters Score -9351445 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -9355272.000000 Penalty: 3651.244629
	Iteration 8F: 3 clusters Score -9355272 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -9358708.000000 Penalty: 3651.244629
	Iteration 9F: 3 clusters Score -9358708 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -9360744.000000 Penalty: 3651.244629
	Iteration 10F: 3 clusters Score -9360744 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -9361902.000000 Penalty: 3651.244629
	Iteration 11Q: 3 clusters Score -9361902 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -9362448.000000 Penalty: 3651.244629
	Iteration 12Q: 3 clusters Score -9362448 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -9362732.000000 Penalty: 3651.244629
	Iteration 13Q: 3 clusters Score -9362732 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -9362965.000000 Penalty: 3651.244629
	Iteration 14Q: 3 clusters Score -9362965 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -9363214.000000 Penalty: 3651.244629
	Iteration 15Q: 3 clusters Score -9363214 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -9363448.000000 Penalty: 3651.244629
	Iteration 16Q: 3 clusters Score -9363448 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -9363652.000000 Penalty: 3651.244629
	Iteration 17Q: 3 clusters Score -9363652 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -9363800.000000 Penalty: 3651.244629
	Iteration 18Q: 3 clusters Score -9363800 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -9363896.000000 Penalty: 3651.244629
	Iteration 19Q: 3 clusters Score -9363896 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -9363996.000000 Penalty: 3651.244629
	Iteration 20F: 3 clusters Score -9363996 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -9364059.000000 Penalty: 3651.244629
	Iteration 21Q: 3 clusters Score -9364059 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -9364176.000000 Penalty: 3651.244629
	Iteration 22Q: 3 clusters Score -9364176 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -9364212.000000 Penalty: 3651.244629
	Iteration 23Q: 3 clusters Score -9364212 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -9364297.000000 Penalty: 3651.244629
	Iteration 24Q: 3 clusters Score -9364297 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -9364359.000000 Penalty: 3651.244629
	Iteration 25Q: 3 clusters Score -9364359 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -9364428.000000 Penalty: 3651.244629
	Iteration 26Q: 3 clusters Score -9364428 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -9364550.000000 Penalty: 3651.244629
	Iteration 27Q: 3 clusters Score -9364550 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -9364601.000000 Penalty: 3651.244629
	Iteration 28Q: 3 clusters Score -9364601 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -9364625.000000 Penalty: 3651.244629
	Iteration 29Q: 3 clusters Score -9364625 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -9364693.000000 Penalty: 3651.244629
	Iteration 30Q: 3 clusters Score -9364693 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -9364728.000000 Penalty: 3651.244629
	Iteration 31Q: 3 clusters Score -9364728 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -9364755.000000 Penalty: 3651.244629
	Iteration 32Q: 3 clusters Score -9364755 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -9364767.000000 Penalty: 3651.244629
	Iteration 33Q: 3 clusters Score -9364767 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -9364778.000000 Penalty: 3651.244629
	Iteration 34Q: 3 clusters Score -9364778 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -9364814.000000 Penalty: 3651.244629
	Iteration 35Q: 3 clusters Score -9364814 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -9364850.000000 Penalty: 3651.244629
	Iteration 36Q: 3 clusters Score -9364850 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -9365675.000000 Penalty: 3651.244629
	Iteration 130Q: 3 clusters Score -9365675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -9365685.000000 Penalty: 3651.244629
	Iteration 131Q: 3 clusters Score -9365685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -9365676.000000 Penalty: 3651.244629
	Iteration 132Q: 3 clusters Score -9365676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -9365676.000000 Penalty: 3651.244629
	Iteration 133Q: 3 clusters Score -9365676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -9365687.000000 Penalty: 3651.244629
	Iteration 134Q: 3 clusters Score -9365687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -9365673.000000 Penalty: 3651.244629
	Iteration 135Q: 3 clusters Score -9365673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -9365675.000000 Penalty: 3651.244629
	Iteration 136Q: 3 clusters Score -9365675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -9365666.000000 Penalty: 3651.244629
	Iteration 137Q: 3 clusters Score -9365666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -9365667.000000 Penalty: 3651.244629
	Iteration 138Q: 3 clusters Score -9365667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -9365679.000000 Penalty: 3651.244629
	Iteration 139Q: 3 clusters Score -9365679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -9365672.000000 Penalty: 3651.244629
	Iteration 140F: 3 clusters Score -9365672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -9365669.000000 Penalty: 3651.244629
	Iteration 141Q: 3 clusters Score -9365669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -9365673.000000 Penalty: 3651.244629
	Iteration 142Q: 3 clusters Score -9365673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -9365680.000000 Penalty: 3651.244629
	Iteration 143Q: 3 clusters Score -9365680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -9365684.000000 Penalty: 3651.244629
	Iteration 144Q: 3 clusters Score -9365684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -9365679.000000 Penalty: 3651.244629
	Iteration 145Q: 3 clusters Score -9365679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -9365675.000000 Penalty: 3651.244629
	Iteration 146Q: 3 clusters Score -9365675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -9365682.000000 Penalty: 3651.244629
	Iteration 147Q: 3 clusters Score -9365682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -9365676.000000 Penalty: 3651.244629
	Iteration 148Q: 3 clusters Score -9365676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -9365683.000000 Penalty: 3651.244629
	Iteration 149Q: 3 clusters Score -9365683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -9365679.000000 Penalty: 3651.244629
	Iteration 150Q: 3 clusters Score -9365679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -9365685.000000 Penalty: 3651.244629
	Iteration 151Q: 3 clusters Score -9365685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -9365687.000000 Penalty: 3651.244629
	Iteration 152Q: 3 clusters Score -9365687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -9365685.000000 Penalty: 3651.244629
	Iteration 153Q: 3 clusters Score -9365685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -9365688.000000 Penalty: 3651.244629
	Iteration 154Q: 3 clusters Score -9365688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -9365688.000000 Penalty: 3651.244629
	Iteration 155Q: 3 clusters Score -9365688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -9365686.000000 Penalty: 3651.244629
	Iteration 156Q: 3 clusters Score -9365686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -9365686.000000 Penalty: 3651.244629
	Iteration 157F: 3 clusters Score -9365686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -1441070.750000 Penalty: 1517.487061
	Iteration 0F: 2 clusters Score -1441071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1432993.375000 Penalty: 3034.974121
	Iteration 0F: 3 clusters Score -1432993 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1435644.625000 Penalty: 3034.974121
	Iteration 1F: 3 clusters Score -1435645 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1435862.875000 Penalty: 3034.974121
	Iteration 2F: 3 clusters Score -1435863 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1436080.625000 Penalty: 3034.974121
	Iteration 3Q: 3 clusters Score -1436081 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1436336.250000 Penalty: 3034.974121
	Iteration 4Q: 3 clusters Score -1436336 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1436632.750000 Penalty: 3034.974121
	Iteration 5Q: 3 clusters Score -1436633 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1437023.625000 Penalty: 3034.974121
	Iteration 6F: 3 clusters Score -1437024 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1437560.500000 Penalty: 3034.974121
	Iteration 7F: 3 clusters Score -1437560 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1438156.000000 Penalty: 3034.974121
	Iteration 8F: 3 clusters Score -1438156 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1438741.250000 Penalty: 3034.974121
	Iteration 9F: 3 clusters Score -1438741 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1439147.500000 Penalty: 3034.974121
	Iteration 10Q: 3 clusters Score -1439148 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1439418.750000 Penalty: 3034.974121
	Iteration 11Q: 3 clusters Score -1439419 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1439550.500000 Penalty: 3034.974121
	Iteration 12Q: 3 clusters Score -1439550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1439625.875000 Penalty: 3034.974121
	Iteration 13Q: 3 clusters Score -1439626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1439672.500000 Penalty: 3034.974121
	Iteration 14Q: 3 clusters Score -1439672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1439692.625000 Penalty: 3034.974121
	Iteration 15Q: 3 clusters Score -1439693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1439707.500000 Penalty: 3034.974121
	Iteration 16Q: 3 clusters Score -1439708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1439714.250000 Penalty: 3034.974121
	Iteration 17Q: 3 clusters Score -1439714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1439722.125000 Penalty: 3034.974121
	Iteration 18Q: 3 clusters Score -1439722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1439732.750000 Penalty: 3034.974121
	Iteration 19Q: 3 clusters Score -1439733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1439734.875000 Penalty: 3034.974121
	Iteration 20F: 3 clusters Score -1439735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1439736.375000 Penalty: 3034.974121
	Iteration 21Q: 3 clusters Score -1439736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1439736.625000 Penalty: 3034.974121
	Iteration 22Q: 3 clusters Score -1439737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1439736.625000 Penalty: 3034.974121
	Iteration 23F: 3 clusters Score -1439737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (71183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71183 members 
Entering Unmasked Estep 
Score: -8869259.000000 Penalty: 1815.613892
	Iteration 0F: 2 clusters Score -8869259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -8822926.000000 Penalty: 3631.227783
	Iteration 0F: 3 clusters Score -8822926 nChanged 33827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -8842490.000000 Penalty: 3631.227783
	Iteration 1F: 3 clusters Score -8842490 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -8843217.000000 Penalty: 3631.227783
	Iteration 2Q: 3 clusters Score -8843217 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -8844143.000000 Penalty: 3631.227783
	Iteration 3Q: 3 clusters Score -8844143 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -8845291.000000 Penalty: 3631.227783
	Iteration 4Q: 3 clusters Score -8845291 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -8846913.000000 Penalty: 3631.227783
	Iteration 5Q: 3 clusters Score -8846913 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -8849108.000000 Penalty: 3631.227783
	Iteration 6F: 3 clusters Score -8849108 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -8851931.000000 Penalty: 3631.227783
	Iteration 7F: 3 clusters Score -8851931 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -8855341.000000 Penalty: 3631.227783
	Iteration 8F: 3 clusters Score -8855341 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -8857925.000000 Penalty: 3631.227783
	Iteration 9F: 3 clusters Score -8857925 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -8859109.000000 Penalty: 3631.227783
	Iteration 10Q: 3 clusters Score -8859109 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -8859512.000000 Penalty: 3631.227783
	Iteration 11Q: 3 clusters Score -8859512 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -8859768.000000 Penalty: 3631.227783
	Iteration 12Q: 3 clusters Score -8859768 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -8859932.000000 Penalty: 3631.227783
	Iteration 13Q: 3 clusters Score -8859932 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -8860128.000000 Penalty: 3631.227783
	Iteration 14Q: 3 clusters Score -8860128 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -8860291.000000 Penalty: 3631.227783
	Iteration 15Q: 3 clusters Score -8860291 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -8860442.000000 Penalty: 3631.227783
	Iteration 16Q: 3 clusters Score -8860442 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -8860519.000000 Penalty: 3631.227783
	Iteration 17Q: 3 clusters Score -8860519 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -8860635.000000 Penalty: 3631.227783
	Iteration 18Q: 3 clusters Score -8860635 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -8860705.000000 Penalty: 3631.227783
	Iteration 19Q: 3 clusters Score -8860705 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -8860711.000000 Penalty: 3631.227783
	Iteration 20F: 3 clusters Score -8860711 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -8860752.000000 Penalty: 3631.227783
	Iteration 21Q: 3 clusters Score -8860752 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -8860798.000000 Penalty: 3631.227783
	Iteration 22Q: 3 clusters Score -8860798 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -8860846.000000 Penalty: 3631.227783
	Iteration 23Q: 3 clusters Score -8860846 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -8860871.000000 Penalty: 3631.227783
	Iteration 24Q: 3 clusters Score -8860871 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -8860915.000000 Penalty: 3631.227783
	Iteration 25Q: 3 clusters Score -8860915 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -8860952.000000 Penalty: 3631.227783
	Iteration 26Q: 3 clusters Score -8860952 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -8860994.000000 Penalty: 3631.227783
	Iteration 27Q: 3 clusters Score -8860994 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -8861015.000000 Penalty: 3631.227783
	Iteration 28Q: 3 clusters Score -8861015 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -8861030.000000 Penalty: 3631.227783
	Iteration 29Q: 3 clusters Score -8861030 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -8861063.000000 Penalty: 3631.227783
	Iteration 30Q: 3 clusters Score -8861063 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -8861092.000000 Penalty: 3631.227783
	Iteration 31Q: 3 clusters Score -8861092 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -8861112.000000 Penalty: 3631.227783
	Iteration 32Q: 3 clusters Score -8861112 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -8861108.000000 Penalty: 3631.227783
	Iteration 33Q: 3 clusters Score -8861108 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -8861122.000000 Penalty: 3631.227783
	Iteration 34Q: 3 clusters Score -8861122 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -8861148.000000 Penalty: 3631.227783
	Iteration 35Q: 3 clusters Score -8861148 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -8861170.000000 Penalty: 3631.227783
	Iteration 36Q: 3 clusters Score -8861170 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -8861182.000000 Penalty: 3631.227783
	Iteration 37Q: 3 clusters Score -8861182 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -8861221.000000 Penalty: 3631.227783
	Iteration 38Q: 3 clusters Score -8861221 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 24730 members 
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Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 24207 members 
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Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 23740 members 
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Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 23268 members 
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Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 22790 members 
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Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 22318 members 
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Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 21860 members 
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Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 21375 members 
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Mstep: Class 1 contains 50321 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 50860 members 
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Mstep: Class 1 contains 51346 members 
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Mstep: Class 2 contains 18881 members 
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Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 18344 members 
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Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 17781 members 
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Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 17188 members 
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Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 16586 members 
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Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57693 members 
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Mstep: Class 1 contains 58324 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8864264 nChanged 626
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Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 12233 members 
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Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 11615 members 
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Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 11017 members 
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Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 10475 members 
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Mstep: Class 1 contains 61201 members 
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Mstep: Class 1 contains 61700 members 
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Mstep: Class 1 contains 62177 members 
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Mstep: Class 1 contains 62646 members 
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Mstep: Class 1 contains 63117 members 
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Mstep: Class 1 contains 63613 members 
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Mstep: Class 1 contains 64114 members 
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Mstep: Class 1 contains 65097 members 
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Mstep: Class 1 contains 65583 members 
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Mstep: Class 1 contains 66016 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70003 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8867735.000000 Penalty: 3631.227783
	Iteration 132Q: 3 clusters Score -8867735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70020 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8867737.000000 Penalty: 3631.227783
	Iteration 133Q: 3 clusters Score -8867737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8867749.000000 Penalty: 3631.227783
	Iteration 134Q: 3 clusters Score -8867749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70055 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8867752.000000 Penalty: 3631.227783
	Iteration 135Q: 3 clusters Score -8867752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70070 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8867763.000000 Penalty: 3631.227783
	Iteration 136Q: 3 clusters Score -8867763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70086 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8867765.000000 Penalty: 3631.227783
	Iteration 137Q: 3 clusters Score -8867765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8867780.000000 Penalty: 3631.227783
	Iteration 138Q: 3 clusters Score -8867780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70110 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8867784.000000 Penalty: 3631.227783
	Iteration 139Q: 3 clusters Score -8867784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70116 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8867781.000000 Penalty: 3631.227783
	Iteration 140F: 3 clusters Score -8867781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70125 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8867779.000000 Penalty: 3631.227783
	Iteration 141Q: 3 clusters Score -8867779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8867793.000000 Penalty: 3631.227783
	Iteration 142Q: 3 clusters Score -8867793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70140 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8867799.000000 Penalty: 3631.227783
	Iteration 143Q: 3 clusters Score -8867799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70146 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8867802.000000 Penalty: 3631.227783
	Iteration 144Q: 3 clusters Score -8867802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8867803.000000 Penalty: 3631.227783
	Iteration 145Q: 3 clusters Score -8867803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8867805.000000 Penalty: 3631.227783
	Iteration 146Q: 3 clusters Score -8867805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70168 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8867817.000000 Penalty: 3631.227783
	Iteration 147Q: 3 clusters Score -8867817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8867810.000000 Penalty: 3631.227783
	Iteration 148Q: 3 clusters Score -8867810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8867811.000000 Penalty: 3631.227783
	Iteration 149Q: 3 clusters Score -8867811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70175 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8867813.000000 Penalty: 3631.227783
	Iteration 150Q: 3 clusters Score -8867813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70178 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8867811.000000 Penalty: 3631.227783
	Iteration 151Q: 3 clusters Score -8867811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70180 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8867809.000000 Penalty: 3631.227783
	Iteration 152Q: 3 clusters Score -8867809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70184 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8867799.000000 Penalty: 3631.227783
	Iteration 153Q: 3 clusters Score -8867799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8867798.000000 Penalty: 3631.227783
	Iteration 154Q: 3 clusters Score -8867798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8867803.000000 Penalty: 3631.227783
	Iteration 155Q: 3 clusters Score -8867803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8867806.000000 Penalty: 3631.227783
	Iteration 156Q: 3 clusters Score -8867806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8867802.000000 Penalty: 3631.227783
	Iteration 157Q: 3 clusters Score -8867802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8867804.000000 Penalty: 3631.227783
	Iteration 158Q: 3 clusters Score -8867804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70210 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8867808.000000 Penalty: 3631.227783
	Iteration 159Q: 3 clusters Score -8867808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8867811.000000 Penalty: 3631.227783
	Iteration 160F: 3 clusters Score -8867811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70216 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8867809.000000 Penalty: 3631.227783
	Iteration 161Q: 3 clusters Score -8867809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8867811.000000 Penalty: 3631.227783
	Iteration 162Q: 3 clusters Score -8867811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70221 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8867809.000000 Penalty: 3631.227783
	Iteration 163Q: 3 clusters Score -8867809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70223 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8867808.000000 Penalty: 3631.227783
	Iteration 164Q: 3 clusters Score -8867808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70226 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8867811.000000 Penalty: 3631.227783
	Iteration 165Q: 3 clusters Score -8867811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8867815.000000 Penalty: 3631.227783
	Iteration 166Q: 3 clusters Score -8867815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8867819.000000 Penalty: 3631.227783
	Iteration 167Q: 3 clusters Score -8867819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8867815.000000 Penalty: 3631.227783
	Iteration 168Q: 3 clusters Score -8867815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8867816.000000 Penalty: 3631.227783
	Iteration 169Q: 3 clusters Score -8867816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8867816.000000 Penalty: 3631.227783
	Iteration 170F: 3 clusters Score -8867816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Entering Unmasked Estep 
Score: -4697897.000000 Penalty: 1712.588379
	Iteration 0F: 2 clusters Score -4697897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -4672385.000000 Penalty: 3425.176758
	Iteration 0F: 3 clusters Score -4672385 nChanged 17514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -4682248.500000 Penalty: 3425.176758
	Iteration 1F: 3 clusters Score -4682248 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -4682702.000000 Penalty: 3425.176758
	Iteration 2Q: 3 clusters Score -4682702 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -4683242.500000 Penalty: 3425.176758
	Iteration 3Q: 3 clusters Score -4683242 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -4683936.000000 Penalty: 3425.176758
	Iteration 4Q: 3 clusters Score -4683936 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -4684950.500000 Penalty: 3425.176758
	Iteration 5F: 3 clusters Score -4684950 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -4686531.000000 Penalty: 3425.176758
	Iteration 6F: 3 clusters Score -4686531 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -4688852.500000 Penalty: 3425.176758
	Iteration 7F: 3 clusters Score -4688852 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -4691707.000000 Penalty: 3425.176758
	Iteration 8F: 3 clusters Score -4691707 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -4693954.000000 Penalty: 3425.176758
	Iteration 9F: 3 clusters Score -4693954 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -4694999.000000 Penalty: 3425.176758
	Iteration 10Q: 3 clusters Score -4694999 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -4695419.500000 Penalty: 3425.176758
	Iteration 11Q: 3 clusters Score -4695420 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -4695646.500000 Penalty: 3425.176758
	Iteration 12Q: 3 clusters Score -4695646 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -4695803.000000 Penalty: 3425.176758
	Iteration 13Q: 3 clusters Score -4695803 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -4695939.000000 Penalty: 3425.176758
	Iteration 14Q: 3 clusters Score -4695939 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -4696062.500000 Penalty: 3425.176758
	Iteration 15Q: 3 clusters Score -4696062 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -4696121.500000 Penalty: 3425.176758
	Iteration 16Q: 3 clusters Score -4696122 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -4696177.000000 Penalty: 3425.176758
	Iteration 17Q: 3 clusters Score -4696177 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -4696250.500000 Penalty: 3425.176758
	Iteration 18Q: 3 clusters Score -4696250 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -4696297.000000 Penalty: 3425.176758
	Iteration 19Q: 3 clusters Score -4696297 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -4696347.500000 Penalty: 3425.176758
	Iteration 20F: 3 clusters Score -4696348 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -4696379.000000 Penalty: 3425.176758
	Iteration 21Q: 3 clusters Score -4696379 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -4696421.000000 Penalty: 3425.176758
	Iteration 22Q: 3 clusters Score -4696421 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -4696440.500000 Penalty: 3425.176758
	Iteration 23Q: 3 clusters Score -4696440 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -4696479.000000 Penalty: 3425.176758
	Iteration 24Q: 3 clusters Score -4696479 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -4696486.000000 Penalty: 3425.176758
	Iteration 25Q: 3 clusters Score -4696486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -4696517.000000 Penalty: 3425.176758
	Iteration 26Q: 3 clusters Score -4696517 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -4696537.500000 Penalty: 3425.176758
	Iteration 27Q: 3 clusters Score -4696538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -4696545.000000 Penalty: 3425.176758
	Iteration 28Q: 3 clusters Score -4696545 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -4696560.000000 Penalty: 3425.176758
	Iteration 29Q: 3 clusters Score -4696560 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -4696580.500000 Penalty: 3425.176758
	Iteration 30Q: 3 clusters Score -4696580 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -4696589.500000 Penalty: 3425.176758
	Iteration 31Q: 3 clusters Score -4696590 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -4696609.000000 Penalty: 3425.176758
	Iteration 32Q: 3 clusters Score -4696609 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -4696619.000000 Penalty: 3425.176758
	Iteration 33Q: 3 clusters Score -4696619 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -4696630.500000 Penalty: 3425.176758
	Iteration 34Q: 3 clusters Score -4696630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -4696624.000000 Penalty: 3425.176758
	Iteration 35Q: 3 clusters Score -4696624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -4696632.000000 Penalty: 3425.176758
	Iteration 36Q: 3 clusters Score -4696632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -4696634.500000 Penalty: 3425.176758
	Iteration 37Q: 3 clusters Score -4696634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -4696642.500000 Penalty: 3425.176758
	Iteration 38Q: 3 clusters Score -4696642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -4696656.000000 Penalty: 3425.176758
	Iteration 39Q: 3 clusters Score -4696656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -4696655.500000 Penalty: 3425.176758
	Iteration 40F: 3 clusters Score -4696656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -4696652.500000 Penalty: 3425.176758
	Iteration 41Q: 3 clusters Score -4696652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -4696662.500000 Penalty: 3425.176758
	Iteration 42Q: 3 clusters Score -4696662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4696663.500000 Penalty: 3425.176758
	Iteration 43Q: 3 clusters Score -4696664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -4696664.000000 Penalty: 3425.176758
	Iteration 44Q: 3 clusters Score -4696664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4696664.000000 Penalty: 3425.176758
	Iteration 45Q: 3 clusters Score -4696664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4696665.500000 Penalty: 3425.176758
	Iteration 46Q: 3 clusters Score -4696666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -4696670.000000 Penalty: 3425.176758
	Iteration 47Q: 3 clusters Score -4696670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -4696668.000000 Penalty: 3425.176758
	Iteration 48Q: 3 clusters Score -4696668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -4696674.000000 Penalty: 3425.176758
	Iteration 49Q: 3 clusters Score -4696674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -4696676.500000 Penalty: 3425.176758
	Iteration 50Q: 3 clusters Score -4696676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -4696679.000000 Penalty: 3425.176758
	Iteration 51Q: 3 clusters Score -4696679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -4696680.500000 Penalty: 3425.176758
	Iteration 52Q: 3 clusters Score -4696680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -4696685.500000 Penalty: 3425.176758
	Iteration 53Q: 3 clusters Score -4696686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -4696695.000000 Penalty: 3425.176758
	Iteration 54Q: 3 clusters Score -4696695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -4696693.500000 Penalty: 3425.176758
	Iteration 55Q: 3 clusters Score -4696694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -4696697.500000 Penalty: 3425.176758
	Iteration 56Q: 3 clusters Score -4696698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -4696696.500000 Penalty: 3425.176758
	Iteration 57Q: 3 clusters Score -4696696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -4696700.000000 Penalty: 3425.176758
	Iteration 58Q: 3 clusters Score -4696700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -4696696.000000 Penalty: 3425.176758
	Iteration 59Q: 3 clusters Score -4696696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -4696695.000000 Penalty: 3425.176758
	Iteration 60F: 3 clusters Score -4696695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -4696698.000000 Penalty: 3425.176758
	Iteration 61Q: 3 clusters Score -4696698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -4696701.500000 Penalty: 3425.176758
	Iteration 62Q: 3 clusters Score -4696702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -4696695.000000 Penalty: 3425.176758
	Iteration 63Q: 3 clusters Score -4696695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -4696694.000000 Penalty: 3425.176758
	Iteration 64Q: 3 clusters Score -4696694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -4696693.500000 Penalty: 3425.176758
	Iteration 65Q: 3 clusters Score -4696694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -4696695.000000 Penalty: 3425.176758
	Iteration 66Q: 3 clusters Score -4696695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -4696697.000000 Penalty: 3425.176758
	Iteration 67Q: 3 clusters Score -4696697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -4696695.000000 Penalty: 3425.176758
	Iteration 68Q: 3 clusters Score -4696695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -4696695.000000 Penalty: 3425.176758
	Iteration 69F: 3 clusters Score -4696695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Entering Unmasked Estep 
Score: -7187797.500000 Penalty: 1781.542969
	Iteration 0F: 2 clusters Score -7187798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -7149352.000000 Penalty: 3563.085938
	Iteration 0F: 3 clusters Score -7149352 nChanged 27334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -7165143.000000 Penalty: 3563.085938
	Iteration 1F: 3 clusters Score -7165143 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -7165965.000000 Penalty: 3563.085938
	Iteration 2Q: 3 clusters Score -7165965 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -7167260.000000 Penalty: 3563.085938
	Iteration 3Q: 3 clusters Score -7167260 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -7169410.000000 Penalty: 3563.085938
	Iteration 4F: 3 clusters Score -7169410 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -7172949.500000 Penalty: 3563.085938
	Iteration 5F: 3 clusters Score -7172950 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -7177769.000000 Penalty: 3563.085938
	Iteration 6F: 3 clusters Score -7177769 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -7182039.500000 Penalty: 3563.085938
	Iteration 7F: 3 clusters Score -7182040 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56130 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7184715.000000 Penalty: 3563.085938
	Iteration 8Q: 3 clusters Score -7184715 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7185751.500000 Penalty: 3563.085938
	Iteration 9Q: 3 clusters Score -7185752 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7186047.000000 Penalty: 3563.085938
	Iteration 10Q: 3 clusters Score -7186047 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57564 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7186128.500000 Penalty: 3563.085938
	Iteration 11Q: 3 clusters Score -7186128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57580 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -7186155.000000 Penalty: 3563.085938
	Iteration 12Q: 3 clusters Score -7186155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -7186172.000000 Penalty: 3563.085938
	Iteration 13Q: 3 clusters Score -7186172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7186181.500000 Penalty: 3563.085938
	Iteration 14Q: 3 clusters Score -7186182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -7186192.000000 Penalty: 3563.085938
	Iteration 15Q: 3 clusters Score -7186192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7186200.000000 Penalty: 3563.085938
	Iteration 16Q: 3 clusters Score -7186200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -7186200.000000 Penalty: 3563.085938
	Iteration 17F: 3 clusters Score -7186200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Entering Unmasked Estep 
Score: -406665.218750 Penalty: 1326.963867
	Iteration 0F: 2 clusters Score -406665.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -403683.625000 Penalty: 2653.927734
	Iteration 0F: 3 clusters Score -403683.6 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -404480.000000 Penalty: 2653.927734
	Iteration 1F: 3 clusters Score -404480 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -404651.375000 Penalty: 2653.927734
	Iteration 2F: 3 clusters Score -404651.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -404810.437500 Penalty: 2653.927734
	Iteration 3F: 3 clusters Score -404810.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -404997.406250 Penalty: 2653.927734
	Iteration 4F: 3 clusters Score -404997.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -405157.906250 Penalty: 2653.927734
	Iteration 5F: 3 clusters Score -405157.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -405344.500000 Penalty: 2653.927734
	Iteration 6F: 3 clusters Score -405344.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -405572.375000 Penalty: 2653.927734
	Iteration 7F: 3 clusters Score -405572.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -405810.000000 Penalty: 2653.927734
	Iteration 8F: 3 clusters Score -405810 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -406122.218750 Penalty: 2653.927734
	Iteration 9F: 3 clusters Score -406122.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -406551.250000 Penalty: 2653.927734
	Iteration 10F: 3 clusters Score -406551.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -406774.500000 Penalty: 2653.927734
	Iteration 11Q: 3 clusters Score -406774.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -406826.218750 Penalty: 2653.927734
	Iteration 12Q: 3 clusters Score -406826.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -406852.687500 Penalty: 2653.927734
	Iteration 13Q: 3 clusters Score -406852.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -406866.250000 Penalty: 2653.927734
	Iteration 14Q: 3 clusters Score -406866.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -406874.968750 Penalty: 2653.927734
	Iteration 15Q: 3 clusters Score -406875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -406882.718750 Penalty: 2653.927734
	Iteration 16Q: 3 clusters Score -406882.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -406889.187500 Penalty: 2653.927734
	Iteration 17Q: 3 clusters Score -406889.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -406891.906250 Penalty: 2653.927734
	Iteration 18Q: 3 clusters Score -406891.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -406894.093750 Penalty: 2653.927734
	Iteration 19Q: 3 clusters Score -406894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -406896.375000 Penalty: 2653.927734
	Iteration 20F: 3 clusters Score -406896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -406897.687500 Penalty: 2653.927734
	Iteration 21Q: 3 clusters Score -406897.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -406897.687500 Penalty: 2653.927734
	Iteration 22F: 3 clusters Score -406897.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25666 members 
Mstep: Class 3 contains 5389 members 
Mstep: Class 4 contains 37408 members 
Mstep: Class 5 contains 44316 members 
Mstep: Class 6 contains 75705 members 
Mstep: Class 7 contains 11366 members 
Mstep: Class 8 contains 426 members 
Mstep: Class 9 contains 71183 members 
Mstep: Class 10 contains 37760 members 
Mstep: Class 11 contains 57719 members 
Mstep: Class 12 contains 3093 members 
Mstep: Class 13 contains 54418 members 
Mstep: Class 14 contains 22050 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76026 members 
Mstep: Class 19 contains 95593 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
Score: -75576368.000000 Penalty: 39018.101562
Splitting cluster 12 changes total score from -75577040.000000 to -75576368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (54418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Entering Unmasked Estep 
Score: -6797083.000000 Penalty: 1771.973145
	Iteration 0F: 2 clusters Score -6797083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -6762061.500000 Penalty: 3543.946289
	Iteration 0F: 3 clusters Score -6762062 nChanged 25603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -6776825.000000 Penalty: 3543.946289
	Iteration 1F: 3 clusters Score -6776825 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -6777639.500000 Penalty: 3543.946289
	Iteration 2Q: 3 clusters Score -6777640 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -6778998.000000 Penalty: 3543.946289
	Iteration 3F: 3 clusters Score -6778998 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -6781380.500000 Penalty: 3543.946289
	Iteration 4F: 3 clusters Score -6781380 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -6785204.000000 Penalty: 3543.946289
	Iteration 5F: 3 clusters Score -6785204 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -6789694.000000 Penalty: 3543.946289
	Iteration 6F: 3 clusters Score -6789694 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -6792993.000000 Penalty: 3543.946289
	Iteration 7F: 3 clusters Score -6792993 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6794523.500000 Penalty: 3543.946289
	Iteration 8Q: 3 clusters Score -6794524 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6795115.500000 Penalty: 3543.946289
	Iteration 9Q: 3 clusters Score -6795116 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6795339.500000 Penalty: 3543.946289
	Iteration 10Q: 3 clusters Score -6795340 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6795438.000000 Penalty: 3543.946289
	Iteration 11Q: 3 clusters Score -6795438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6795494.500000 Penalty: 3543.946289
	Iteration 12Q: 3 clusters Score -6795494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6795519.500000 Penalty: 3543.946289
	Iteration 13Q: 3 clusters Score -6795520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6795543.000000 Penalty: 3543.946289
	Iteration 14Q: 3 clusters Score -6795543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -6795547.000000 Penalty: 3543.946289
	Iteration 15Q: 3 clusters Score -6795547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -6795550.000000 Penalty: 3543.946289
	Iteration 16Q: 3 clusters Score -6795550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -6795546.500000 Penalty: 3543.946289
	Iteration 17Q: 3 clusters Score -6795546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6795550.500000 Penalty: 3543.946289
	Iteration 18Q: 3 clusters Score -6795550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54254 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6795548.000000 Penalty: 3543.946289
	Iteration 19Q: 3 clusters Score -6795548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6795556.500000 Penalty: 3543.946289
	Iteration 20F: 3 clusters Score -6795556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6795558.000000 Penalty: 3543.946289
	Iteration 21Q: 3 clusters Score -6795558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -6795560.500000 Penalty: 3543.946289
	Iteration 22Q: 3 clusters Score -6795560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -6795560.500000 Penalty: 3543.946289
	Iteration 23F: 3 clusters Score -6795560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Entering Unmasked Estep 
Score: -2727516.750000 Penalty: 1625.173584
	Iteration 0F: 2 clusters Score -2727517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2712595.000000 Penalty: 3250.347168
	Iteration 0F: 3 clusters Score -2712595 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2717896.250000 Penalty: 3250.347168
	Iteration 1F: 3 clusters Score -2717896 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2718292.250000 Penalty: 3250.347168
	Iteration 2Q: 3 clusters Score -2718292 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2718717.250000 Penalty: 3250.347168
	Iteration 3Q: 3 clusters Score -2718717 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2719245.500000 Penalty: 3250.347168
	Iteration 4Q: 3 clusters Score -2719246 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2719894.500000 Penalty: 3250.347168
	Iteration 5Q: 3 clusters Score -2719894 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2720698.750000 Penalty: 3250.347168
	Iteration 6F: 3 clusters Score -2720699 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2721491.750000 Penalty: 3250.347168
	Iteration 7F: 3 clusters Score -2721492 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2722186.000000 Penalty: 3250.347168
	Iteration 8Q: 3 clusters Score -2722186 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2722740.750000 Penalty: 3250.347168
	Iteration 9Q: 3 clusters Score -2722741 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2723179.000000 Penalty: 3250.347168
	Iteration 10Q: 3 clusters Score -2723179 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2723516.500000 Penalty: 3250.347168
	Iteration 11Q: 3 clusters Score -2723516 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2723748.250000 Penalty: 3250.347168
	Iteration 12Q: 3 clusters Score -2723748 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2723896.250000 Penalty: 3250.347168
	Iteration 13Q: 3 clusters Score -2723896 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2723964.000000 Penalty: 3250.347168
	Iteration 14Q: 3 clusters Score -2723964 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2724028.750000 Penalty: 3250.347168
	Iteration 15Q: 3 clusters Score -2724029 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2724091.750000 Penalty: 3250.347168
	Iteration 16Q: 3 clusters Score -2724092 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2724156.500000 Penalty: 3250.347168
	Iteration 17Q: 3 clusters Score -2724156 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2724197.500000 Penalty: 3250.347168
	Iteration 18Q: 3 clusters Score -2724198 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2724232.000000 Penalty: 3250.347168
	Iteration 19Q: 3 clusters Score -2724232 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2724290.500000 Penalty: 3250.347168
	Iteration 20F: 3 clusters Score -2724290 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2724346.000000 Penalty: 3250.347168
	Iteration 21Q: 3 clusters Score -2724346 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2724406.250000 Penalty: 3250.347168
	Iteration 22Q: 3 clusters Score -2724406 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2724466.750000 Penalty: 3250.347168
	Iteration 23Q: 3 clusters Score -2724467 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2724547.000000 Penalty: 3250.347168
	Iteration 24Q: 3 clusters Score -2724547 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2724660.000000 Penalty: 3250.347168
	Iteration 25Q: 3 clusters Score -2724660 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2724755.250000 Penalty: 3250.347168
	Iteration 26Q: 3 clusters Score -2724755 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2724873.000000 Penalty: 3250.347168
	Iteration 27Q: 3 clusters Score -2724873 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2724984.250000 Penalty: 3250.347168
	Iteration 28Q: 3 clusters Score -2724984 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2725097.000000 Penalty: 3250.347168
	Iteration 29Q: 3 clusters Score -2725097 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2725206.500000 Penalty: 3250.347168
	Iteration 30Q: 3 clusters Score -2725206 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2725338.250000 Penalty: 3250.347168
	Iteration 31Q: 3 clusters Score -2725338 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2725430.000000 Penalty: 3250.347168
	Iteration 32Q: 3 clusters Score -2725430 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2725497.750000 Penalty: 3250.347168
	Iteration 33Q: 3 clusters Score -2725498 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2725576.750000 Penalty: 3250.347168
	Iteration 34Q: 3 clusters Score -2725577 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2725626.250000 Penalty: 3250.347168
	Iteration 35Q: 3 clusters Score -2725626 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2725703.250000 Penalty: 3250.347168
	Iteration 36Q: 3 clusters Score -2725703 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2725767.250000 Penalty: 3250.347168
	Iteration 37Q: 3 clusters Score -2725767 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2725828.750000 Penalty: 3250.347168
	Iteration 38Q: 3 clusters Score -2725829 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2725897.750000 Penalty: 3250.347168
	Iteration 39Q: 3 clusters Score -2725898 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2725960.750000 Penalty: 3250.347168
	Iteration 40F: 3 clusters Score -2725961 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2726008.750000 Penalty: 3250.347168
	Iteration 41Q: 3 clusters Score -2726009 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2726048.750000 Penalty: 3250.347168
	Iteration 42Q: 3 clusters Score -2726049 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2726087.250000 Penalty: 3250.347168
	Iteration 43Q: 3 clusters Score -2726087 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2726123.250000 Penalty: 3250.347168
	Iteration 44Q: 3 clusters Score -2726123 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2726170.750000 Penalty: 3250.347168
	Iteration 45Q: 3 clusters Score -2726171 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2726212.250000 Penalty: 3250.347168
	Iteration 46Q: 3 clusters Score -2726212 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2726263.500000 Penalty: 3250.347168
	Iteration 47Q: 3 clusters Score -2726264 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2726310.500000 Penalty: 3250.347168
	Iteration 48Q: 3 clusters Score -2726310 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2726334.250000 Penalty: 3250.347168
	Iteration 49Q: 3 clusters Score -2726334 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2726356.250000 Penalty: 3250.347168
	Iteration 50Q: 3 clusters Score -2726356 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2726385.500000 Penalty: 3250.347168
	Iteration 51Q: 3 clusters Score -2726386 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2726399.250000 Penalty: 3250.347168
	Iteration 52Q: 3 clusters Score -2726399 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2726408.000000 Penalty: 3250.347168
	Iteration 53Q: 3 clusters Score -2726408 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2726425.750000 Penalty: 3250.347168
	Iteration 54Q: 3 clusters Score -2726426 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2726442.750000 Penalty: 3250.347168
	Iteration 55Q: 3 clusters Score -2726443 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2726451.250000 Penalty: 3250.347168
	Iteration 56Q: 3 clusters Score -2726451 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2726455.000000 Penalty: 3250.347168
	Iteration 57Q: 3 clusters Score -2726455 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2726471.250000 Penalty: 3250.347168
	Iteration 58Q: 3 clusters Score -2726471 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2726476.250000 Penalty: 3250.347168
	Iteration 59Q: 3 clusters Score -2726476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2726496.500000 Penalty: 3250.347168
	Iteration 60F: 3 clusters Score -2726496 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2726503.750000 Penalty: 3250.347168
	Iteration 61Q: 3 clusters Score -2726504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2726515.000000 Penalty: 3250.347168
	Iteration 62Q: 3 clusters Score -2726515 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2726512.000000 Penalty: 3250.347168
	Iteration 63Q: 3 clusters Score -2726512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2726527.750000 Penalty: 3250.347168
	Iteration 64Q: 3 clusters Score -2726528 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2726535.000000 Penalty: 3250.347168
	Iteration 65Q: 3 clusters Score -2726535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2726536.750000 Penalty: 3250.347168
	Iteration 66Q: 3 clusters Score -2726537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2726537.250000 Penalty: 3250.347168
	Iteration 67Q: 3 clusters Score -2726537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2726542.000000 Penalty: 3250.347168
	Iteration 68Q: 3 clusters Score -2726542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2726544.000000 Penalty: 3250.347168
	Iteration 69Q: 3 clusters Score -2726544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2726557.250000 Penalty: 3250.347168
	Iteration 70Q: 3 clusters Score -2726557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2726562.500000 Penalty: 3250.347168
	Iteration 71Q: 3 clusters Score -2726562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2726569.000000 Penalty: 3250.347168
	Iteration 72Q: 3 clusters Score -2726569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2726564.250000 Penalty: 3250.347168
	Iteration 73Q: 3 clusters Score -2726564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2726568.750000 Penalty: 3250.347168
	Iteration 74Q: 3 clusters Score -2726569 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2726573.500000 Penalty: 3250.347168
	Iteration 75Q: 3 clusters Score -2726574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2726585.250000 Penalty: 3250.347168
	Iteration 76Q: 3 clusters Score -2726585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2726583.750000 Penalty: 3250.347168
	Iteration 77Q: 3 clusters Score -2726584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2726589.500000 Penalty: 3250.347168
	Iteration 78Q: 3 clusters Score -2726590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2726584.750000 Penalty: 3250.347168
	Iteration 79Q: 3 clusters Score -2726585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2726591.000000 Penalty: 3250.347168
	Iteration 80F: 3 clusters Score -2726591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2726593.750000 Penalty: 3250.347168
	Iteration 81Q: 3 clusters Score -2726594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2726606.250000 Penalty: 3250.347168
	Iteration 82Q: 3 clusters Score -2726606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2726609.250000 Penalty: 3250.347168
	Iteration 83Q: 3 clusters Score -2726609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2726611.750000 Penalty: 3250.347168
	Iteration 84Q: 3 clusters Score -2726612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2726613.000000 Penalty: 3250.347168
	Iteration 85Q: 3 clusters Score -2726613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2726617.000000 Penalty: 3250.347168
	Iteration 86Q: 3 clusters Score -2726617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2726617.000000 Penalty: 3250.347168
	Iteration 87Q: 3 clusters Score -2726617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2726618.500000 Penalty: 3250.347168
	Iteration 88Q: 3 clusters Score -2726618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2726622.500000 Penalty: 3250.347168
	Iteration 89Q: 3 clusters Score -2726622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2726625.000000 Penalty: 3250.347168
	Iteration 90Q: 3 clusters Score -2726625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2726627.500000 Penalty: 3250.347168
	Iteration 91Q: 3 clusters Score -2726628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2726628.750000 Penalty: 3250.347168
	Iteration 92Q: 3 clusters Score -2726629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2726630.500000 Penalty: 3250.347168
	Iteration 93Q: 3 clusters Score -2726630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2726628.750000 Penalty: 3250.347168
	Iteration 94Q: 3 clusters Score -2726629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2726629.750000 Penalty: 3250.347168
	Iteration 95Q: 3 clusters Score -2726630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2726632.750000 Penalty: 3250.347168
	Iteration 96Q: 3 clusters Score -2726633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2726633.750000 Penalty: 3250.347168
	Iteration 97Q: 3 clusters Score -2726634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2726641.250000 Penalty: 3250.347168
	Iteration 98Q: 3 clusters Score -2726641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2726639.000000 Penalty: 3250.347168
	Iteration 99Q: 3 clusters Score -2726639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2726637.750000 Penalty: 3250.347168
	Iteration 100F: 3 clusters Score -2726638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2726638.000000 Penalty: 3250.347168
	Iteration 101Q: 3 clusters Score -2726638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2726638.500000 Penalty: 3250.347168
	Iteration 102Q: 3 clusters Score -2726638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2726638.000000 Penalty: 3250.347168
	Iteration 103Q: 3 clusters Score -2726638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2726635.250000 Penalty: 3250.347168
	Iteration 104Q: 3 clusters Score -2726635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2726637.250000 Penalty: 3250.347168
	Iteration 105Q: 3 clusters Score -2726637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2726639.750000 Penalty: 3250.347168
	Iteration 106Q: 3 clusters Score -2726640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2726645.750000 Penalty: 3250.347168
	Iteration 107Q: 3 clusters Score -2726646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2726643.750000 Penalty: 3250.347168
	Iteration 108Q: 3 clusters Score -2726644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2726643.250000 Penalty: 3250.347168
	Iteration 109Q: 3 clusters Score -2726643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2726643.250000 Penalty: 3250.347168
	Iteration 110Q: 3 clusters Score -2726643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2726644.750000 Penalty: 3250.347168
	Iteration 111Q: 3 clusters Score -2726645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2726643.500000 Penalty: 3250.347168
	Iteration 112Q: 3 clusters Score -2726644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2726643.000000 Penalty: 3250.347168
	Iteration 113Q: 3 clusters Score -2726643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2726643.000000 Penalty: 3250.347168
	Iteration 114F: 3 clusters Score -2726643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56142.101562 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55217.054688 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55217.05 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -55323.648438 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55323.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55351.667969 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55351.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55365.101562 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55365.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55377.605469 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55377.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -55388.757812 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55388.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55389.300781 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -55389.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55389.300781 Penalty: 1890.561035
	Iteration 7F: 3 clusters Score -55389.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (76026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76026 members 
Entering Unmasked Estep 
Score: -9460421.000000 Penalty: 1826.309937
	Iteration 0F: 2 clusters Score -9460421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -9411527.000000 Penalty: 3652.619873
	Iteration 0F: 3 clusters Score -9411527 nChanged 35928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -9431788.000000 Penalty: 3652.619873
	Iteration 1F: 3 clusters Score -9431788 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -9432375.000000 Penalty: 3652.619873
	Iteration 2Q: 3 clusters Score -9432375 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -9433006.000000 Penalty: 3652.619873
	Iteration 3Q: 3 clusters Score -9433006 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -9433745.000000 Penalty: 3652.619873
	Iteration 4Q: 3 clusters Score -9433745 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -9434614.000000 Penalty: 3652.619873
	Iteration 5Q: 3 clusters Score -9434614 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -9435899.000000 Penalty: 3652.619873
	Iteration 6Q: 3 clusters Score -9435899 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -9438050.000000 Penalty: 3652.619873
	Iteration 7F: 3 clusters Score -9438050 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -9441293.000000 Penalty: 3652.619873
	Iteration 8F: 3 clusters Score -9441293 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -9445132.000000 Penalty: 3652.619873
	Iteration 9F: 3 clusters Score -9445132 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -9448845.000000 Penalty: 3652.619873
	Iteration 10F: 3 clusters Score -9448845 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -9451397.000000 Penalty: 3652.619873
	Iteration 11F: 3 clusters Score -9451397 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 58106 members 
Entering Unmasked Estep 
Score: -9452807.000000 Penalty: 3652.619873
	Iteration 12Q: 3 clusters Score -9452807 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 59535 members 
Entering Unmasked Estep 
Score: -9453631.000000 Penalty: 3652.619873
	Iteration 13Q: 3 clusters Score -9453631 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -9454242.000000 Penalty: 3652.619873
	Iteration 14Q: 3 clusters Score -9454242 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -9454775.000000 Penalty: 3652.619873
	Iteration 15Q: 3 clusters Score -9454775 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -9455294.000000 Penalty: 3652.619873
	Iteration 16Q: 3 clusters Score -9455294 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 64148 members 
Entering Unmasked Estep 
Score: -9455662.000000 Penalty: 3652.619873
	Iteration 17Q: 3 clusters Score -9455662 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 65124 members 
Entering Unmasked Estep 
Score: -9456087.000000 Penalty: 3652.619873
	Iteration 18Q: 3 clusters Score -9456087 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 66015 members 
Entering Unmasked Estep 
Score: -9456432.000000 Penalty: 3652.619873
	Iteration 19Q: 3 clusters Score -9456432 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -9456687.000000 Penalty: 3652.619873
	Iteration 20F: 3 clusters Score -9456687 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 67649 members 
Entering Unmasked Estep 
Score: -9456996.000000 Penalty: 3652.619873
	Iteration 21Q: 3 clusters Score -9456996 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 68397 members 
Entering Unmasked Estep 
Score: -9457237.000000 Penalty: 3652.619873
	Iteration 22Q: 3 clusters Score -9457237 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -9457481.000000 Penalty: 3652.619873
	Iteration 23Q: 3 clusters Score -9457481 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -9457688.000000 Penalty: 3652.619873
	Iteration 24Q: 3 clusters Score -9457688 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -9457908.000000 Penalty: 3652.619873
	Iteration 25Q: 3 clusters Score -9457908 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 71102 members 
Entering Unmasked Estep 
Score: -9458109.000000 Penalty: 3652.619873
	Iteration 26Q: 3 clusters Score -9458109 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 71675 members 
Entering Unmasked Estep 
Score: -9458323.000000 Penalty: 3652.619873
	Iteration 27Q: 3 clusters Score -9458323 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 72185 members 
Entering Unmasked Estep 
Score: -9458532.000000 Penalty: 3652.619873
	Iteration 28Q: 3 clusters Score -9458532 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -9458654.000000 Penalty: 3652.619873
	Iteration 29Q: 3 clusters Score -9458654 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 73060 members 
Entering Unmasked Estep 
Score: -9458807.000000 Penalty: 3652.619873
	Iteration 30Q: 3 clusters Score -9458807 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 73429 members 
Entering Unmasked Estep 
Score: -9458878.000000 Penalty: 3652.619873
	Iteration 31Q: 3 clusters Score -9458878 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
Score: -9459002.000000 Penalty: 3652.619873
	Iteration 32Q: 3 clusters Score -9459002 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 74066 members 
Entering Unmasked Estep 
Score: -9459069.000000 Penalty: 3652.619873
	Iteration 33Q: 3 clusters Score -9459069 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 74314 members 
Entering Unmasked Estep 
Score: -9459131.000000 Penalty: 3652.619873
	Iteration 34Q: 3 clusters Score -9459131 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -9459158.000000 Penalty: 3652.619873
	Iteration 35Q: 3 clusters Score -9459158 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -9459206.000000 Penalty: 3652.619873
	Iteration 36Q: 3 clusters Score -9459206 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 74815 members 
Entering Unmasked Estep 
Score: -9459238.000000 Penalty: 3652.619873
	Iteration 37Q: 3 clusters Score -9459238 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 74937 members 
Entering Unmasked Estep 
Score: -9459285.000000 Penalty: 3652.619873
	Iteration 38Q: 3 clusters Score -9459285 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 75038 members 
Entering Unmasked Estep 
Score: -9459321.000000 Penalty: 3652.619873
	Iteration 39Q: 3 clusters Score -9459321 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 75130 members 
Entering Unmasked Estep 
Score: -9459333.000000 Penalty: 3652.619873
	Iteration 40F: 3 clusters Score -9459333 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 75212 members 
Entering Unmasked Estep 
Score: -9459348.000000 Penalty: 3652.619873
	Iteration 41Q: 3 clusters Score -9459348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -9459355.000000 Penalty: 3652.619873
	Iteration 42Q: 3 clusters Score -9459355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 75303 members 
Entering Unmasked Estep 
Score: -9459369.000000 Penalty: 3652.619873
	Iteration 43Q: 3 clusters Score -9459369 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 75349 members 
Entering Unmasked Estep 
Score: -9459393.000000 Penalty: 3652.619873
	Iteration 44Q: 3 clusters Score -9459393 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 75392 members 
Entering Unmasked Estep 
Score: -9459396.000000 Penalty: 3652.619873
	Iteration 45Q: 3 clusters Score -9459396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 75426 members 
Entering Unmasked Estep 
Score: -9459411.000000 Penalty: 3652.619873
	Iteration 46Q: 3 clusters Score -9459411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 75452 members 
Entering Unmasked Estep 
Score: -9459396.000000 Penalty: 3652.619873
	Iteration 47Q: 3 clusters Score -9459396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 75471 members 
Entering Unmasked Estep 
Score: -9459398.000000 Penalty: 3652.619873
	Iteration 48Q: 3 clusters Score -9459398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 75489 members 
Entering Unmasked Estep 
Score: -9459410.000000 Penalty: 3652.619873
	Iteration 49Q: 3 clusters Score -9459410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 75496 members 
Entering Unmasked Estep 
Score: -9459411.000000 Penalty: 3652.619873
	Iteration 50Q: 3 clusters Score -9459411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 75501 members 
Entering Unmasked Estep 
Score: -9459415.000000 Penalty: 3652.619873
	Iteration 51Q: 3 clusters Score -9459415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -9459411.000000 Penalty: 3652.619873
	Iteration 52Q: 3 clusters Score -9459411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 75508 members 
Entering Unmasked Estep 
Score: -9459413.000000 Penalty: 3652.619873
	Iteration 53Q: 3 clusters Score -9459413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 75508 members 
Entering Unmasked Estep 
Score: -9459413.000000 Penalty: 3652.619873
	Iteration 54F: 3 clusters Score -9459413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (95593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Entering Unmasked Estep 
Score: -11818510.000000 Penalty: 1863.526367
	Iteration 0F: 2 clusters Score -1.181851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -11757045.000000 Penalty: 3727.052734
	Iteration 0F: 3 clusters Score -1.175704e+07 nChanged 45837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -11783331.000000 Penalty: 3727.052734
	Iteration 1F: 3 clusters Score -1.178333e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -11783892.000000 Penalty: 3727.052734
	Iteration 2Q: 3 clusters Score -1.178389e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -11784775.000000 Penalty: 3727.052734
	Iteration 3Q: 3 clusters Score -1.178478e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -11786046.000000 Penalty: 3727.052734
	Iteration 4Q: 3 clusters Score -1.178605e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -11788159.000000 Penalty: 3727.052734
	Iteration 5Q: 3 clusters Score -1.178816e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -11792041.000000 Penalty: 3727.052734
	Iteration 6F: 3 clusters Score -1.179204e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -11798430.000000 Penalty: 3727.052734
	Iteration 7F: 3 clusters Score -1.179843e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -11805758.000000 Penalty: 3727.052734
	Iteration 8F: 3 clusters Score -1.180576e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66103 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -11810265.000000 Penalty: 3727.052734
	Iteration 9F: 3 clusters Score -1.181026e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -11811841.000000 Penalty: 3727.052734
	Iteration 10Q: 3 clusters Score -1.181184e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68883 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -11812466.000000 Penalty: 3727.052734
	Iteration 11Q: 3 clusters Score -1.181247e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70058 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -11813044.000000 Penalty: 3727.052734
	Iteration 12Q: 3 clusters Score -1.181304e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71198 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -11813585.000000 Penalty: 3727.052734
	Iteration 13Q: 3 clusters Score -1.181358e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72315 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -11813983.000000 Penalty: 3727.052734
	Iteration 14Q: 3 clusters Score -1.181398e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -11814379.000000 Penalty: 3727.052734
	Iteration 15Q: 3 clusters Score -1.181438e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -11814599.000000 Penalty: 3727.052734
	Iteration 16Q: 3 clusters Score -1.18146e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75195 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -11814787.000000 Penalty: 3727.052734
	Iteration 17Q: 3 clusters Score -1.181479e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76083 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -11814897.000000 Penalty: 3727.052734
	Iteration 18Q: 3 clusters Score -1.18149e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76937 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -11815090.000000 Penalty: 3727.052734
	Iteration 19Q: 3 clusters Score -1.181509e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -11815351.000000 Penalty: 3727.052734
	Iteration 20F: 3 clusters Score -1.181535e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -11815503.000000 Penalty: 3727.052734
	Iteration 21Q: 3 clusters Score -1.18155e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79359 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -11815640.000000 Penalty: 3727.052734
	Iteration 22Q: 3 clusters Score -1.181564e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -11815700.000000 Penalty: 3727.052734
	Iteration 23Q: 3 clusters Score -1.18157e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -11815764.000000 Penalty: 3727.052734
	Iteration 24Q: 3 clusters Score -1.181576e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81251 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -11815810.000000 Penalty: 3727.052734
	Iteration 25Q: 3 clusters Score -1.181581e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -11815906.000000 Penalty: 3727.052734
	Iteration 26Q: 3 clusters Score -1.181591e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82284 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -11815954.000000 Penalty: 3727.052734
	Iteration 27Q: 3 clusters Score -1.181595e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82754 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -11815945.000000 Penalty: 3727.052734
	Iteration 28Q: 3 clusters Score -1.181594e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83207 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -11815977.000000 Penalty: 3727.052734
	Iteration 29Q: 3 clusters Score -1.181598e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -11816004.000000 Penalty: 3727.052734
	Iteration 30Q: 3 clusters Score -1.1816e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84059 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -11816053.000000 Penalty: 3727.052734
	Iteration 31Q: 3 clusters Score -1.181605e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -11816047.000000 Penalty: 3727.052734
	Iteration 32Q: 3 clusters Score -1.181605e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84860 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -11816023.000000 Penalty: 3727.052734
	Iteration 33Q: 3 clusters Score -1.181602e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85241 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -11816023.000000 Penalty: 3727.052734
	Iteration 34Q: 3 clusters Score -1.181602e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85597 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -11816021.000000 Penalty: 3727.052734
	Iteration 35Q: 3 clusters Score -1.181602e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -11815986.000000 Penalty: 3727.052734
	Iteration 36Q: 3 clusters Score -1.181599e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -11816011.000000 Penalty: 3727.052734
	Iteration 37Q: 3 clusters Score -1.181601e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86505 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -11815982.000000 Penalty: 3727.052734
	Iteration 38Q: 3 clusters Score -1.181598e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86775 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -11815991.000000 Penalty: 3727.052734
	Iteration 39Q: 3 clusters Score -1.181599e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87017 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -11815972.000000 Penalty: 3727.052734
	Iteration 40F: 3 clusters Score -1.181597e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87244 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -11816023.000000 Penalty: 3727.052734
	Iteration 41Q: 3 clusters Score -1.181602e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87469 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -11816019.000000 Penalty: 3727.052734
	Iteration 42Q: 3 clusters Score -1.181602e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87691 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -11816044.000000 Penalty: 3727.052734
	Iteration 43Q: 3 clusters Score -1.181604e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87920 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -11816108.000000 Penalty: 3727.052734
	Iteration 44Q: 3 clusters Score -1.181611e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -11816237.000000 Penalty: 3727.052734
	Iteration 45Q: 3 clusters Score -1.181624e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88358 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -11816330.000000 Penalty: 3727.052734
	Iteration 46Q: 3 clusters Score -1.181633e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88582 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -11816482.000000 Penalty: 3727.052734
	Iteration 47Q: 3 clusters Score -1.181648e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -11816589.000000 Penalty: 3727.052734
	Iteration 48Q: 3 clusters Score -1.181659e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -11816677.000000 Penalty: 3727.052734
	Iteration 49Q: 3 clusters Score -1.181668e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89198 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -11816790.000000 Penalty: 3727.052734
	Iteration 50Q: 3 clusters Score -1.181679e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89402 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -11816913.000000 Penalty: 3727.052734
	Iteration 51Q: 3 clusters Score -1.181691e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89581 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -11816961.000000 Penalty: 3727.052734
	Iteration 52Q: 3 clusters Score -1.181696e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -11816968.000000 Penalty: 3727.052734
	Iteration 53Q: 3 clusters Score -1.181697e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -11816994.000000 Penalty: 3727.052734
	Iteration 54Q: 3 clusters Score -1.181699e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90050 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -11817072.000000 Penalty: 3727.052734
	Iteration 55Q: 3 clusters Score -1.181707e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90205 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -11817136.000000 Penalty: 3727.052734
	Iteration 56Q: 3 clusters Score -1.181714e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90348 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -11817213.000000 Penalty: 3727.052734
	Iteration 57Q: 3 clusters Score -1.181721e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -11817260.000000 Penalty: 3727.052734
	Iteration 58Q: 3 clusters Score -1.181726e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -11817274.000000 Penalty: 3727.052734
	Iteration 59Q: 3 clusters Score -1.181727e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90695 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -11817290.000000 Penalty: 3727.052734
	Iteration 60F: 3 clusters Score -1.181729e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90797 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -11817321.000000 Penalty: 3727.052734
	Iteration 61Q: 3 clusters Score -1.181732e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90896 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -11817358.000000 Penalty: 3727.052734
	Iteration 62Q: 3 clusters Score -1.181736e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90988 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -11817402.000000 Penalty: 3727.052734
	Iteration 63Q: 3 clusters Score -1.18174e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91078 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -11817454.000000 Penalty: 3727.052734
	Iteration 64Q: 3 clusters Score -1.181745e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91169 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -11817474.000000 Penalty: 3727.052734
	Iteration 65Q: 3 clusters Score -1.181747e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91262 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -11817485.000000 Penalty: 3727.052734
	Iteration 66Q: 3 clusters Score -1.181748e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91352 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -11817481.000000 Penalty: 3727.052734
	Iteration 67Q: 3 clusters Score -1.181748e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -11817484.000000 Penalty: 3727.052734
	Iteration 68Q: 3 clusters Score -1.181748e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91491 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -11817499.000000 Penalty: 3727.052734
	Iteration 69Q: 3 clusters Score -1.18175e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -11817476.000000 Penalty: 3727.052734
	Iteration 70Q: 3 clusters Score -1.181748e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91626 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -11817497.000000 Penalty: 3727.052734
	Iteration 71Q: 3 clusters Score -1.18175e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91692 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -11817510.000000 Penalty: 3727.052734
	Iteration 72Q: 3 clusters Score -1.181751e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91763 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -11817528.000000 Penalty: 3727.052734
	Iteration 73Q: 3 clusters Score -1.181753e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91845 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -11817565.000000 Penalty: 3727.052734
	Iteration 74Q: 3 clusters Score -1.181756e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91931 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -11817590.000000 Penalty: 3727.052734
	Iteration 75Q: 3 clusters Score -1.181759e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92021 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -11817593.000000 Penalty: 3727.052734
	Iteration 76Q: 3 clusters Score -1.181759e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92106 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -11817595.000000 Penalty: 3727.052734
	Iteration 77Q: 3 clusters Score -1.18176e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92189 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -11817603.000000 Penalty: 3727.052734
	Iteration 78Q: 3 clusters Score -1.18176e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -11817616.000000 Penalty: 3727.052734
	Iteration 79Q: 3 clusters Score -1.181762e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -11817631.000000 Penalty: 3727.052734
	Iteration 80F: 3 clusters Score -1.181763e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92442 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -11817601.000000 Penalty: 3727.052734
	Iteration 81Q: 3 clusters Score -1.18176e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92515 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -11817626.000000 Penalty: 3727.052734
	Iteration 82Q: 3 clusters Score -1.181763e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92582 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -11817657.000000 Penalty: 3727.052734
	Iteration 83Q: 3 clusters Score -1.181766e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92642 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -11817673.000000 Penalty: 3727.052734
	Iteration 84Q: 3 clusters Score -1.181767e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92712 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -11817654.000000 Penalty: 3727.052734
	Iteration 85Q: 3 clusters Score -1.181765e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92779 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -11817675.000000 Penalty: 3727.052734
	Iteration 86Q: 3 clusters Score -1.181768e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -11817710.000000 Penalty: 3727.052734
	Iteration 87Q: 3 clusters Score -1.181771e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92908 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -11817719.000000 Penalty: 3727.052734
	Iteration 88Q: 3 clusters Score -1.181772e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92972 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -11817697.000000 Penalty: 3727.052734
	Iteration 89Q: 3 clusters Score -1.18177e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93038 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -11817694.000000 Penalty: 3727.052734
	Iteration 90Q: 3 clusters Score -1.181769e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93099 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -11817713.000000 Penalty: 3727.052734
	Iteration 91Q: 3 clusters Score -1.181771e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93171 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -11817703.000000 Penalty: 3727.052734
	Iteration 92Q: 3 clusters Score -1.18177e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93245 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -11817700.000000 Penalty: 3727.052734
	Iteration 93Q: 3 clusters Score -1.18177e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93315 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -11817716.000000 Penalty: 3727.052734
	Iteration 94Q: 3 clusters Score -1.181772e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93365 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -11817697.000000 Penalty: 3727.052734
	Iteration 95Q: 3 clusters Score -1.18177e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93416 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -11817683.000000 Penalty: 3727.052734
	Iteration 96Q: 3 clusters Score -1.181768e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93460 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -11817691.000000 Penalty: 3727.052734
	Iteration 97Q: 3 clusters Score -1.181769e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93498 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -11817687.000000 Penalty: 3727.052734
	Iteration 98Q: 3 clusters Score -1.181769e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93528 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -11817664.000000 Penalty: 3727.052734
	Iteration 99Q: 3 clusters Score -1.181766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93553 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -11817672.000000 Penalty: 3727.052734
	Iteration 100F: 3 clusters Score -1.181767e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93578 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -11817684.000000 Penalty: 3727.052734
	Iteration 101Q: 3 clusters Score -1.181768e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93609 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -11817693.000000 Penalty: 3727.052734
	Iteration 102Q: 3 clusters Score -1.181769e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93640 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -11817677.000000 Penalty: 3727.052734
	Iteration 103Q: 3 clusters Score -1.181768e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -11817683.000000 Penalty: 3727.052734
	Iteration 104Q: 3 clusters Score -1.181768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -11817673.000000 Penalty: 3727.052734
	Iteration 105Q: 3 clusters Score -1.181767e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93703 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -11817675.000000 Penalty: 3727.052734
	Iteration 106Q: 3 clusters Score -1.181768e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -11817657.000000 Penalty: 3727.052734
	Iteration 107Q: 3 clusters Score -1.181766e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93746 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -11817661.000000 Penalty: 3727.052734
	Iteration 108Q: 3 clusters Score -1.181766e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93768 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -11817663.000000 Penalty: 3727.052734
	Iteration 109Q: 3 clusters Score -1.181766e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93788 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -11817662.000000 Penalty: 3727.052734
	Iteration 110Q: 3 clusters Score -1.181766e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93805 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -11817649.000000 Penalty: 3727.052734
	Iteration 111Q: 3 clusters Score -1.181765e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93828 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -11817633.000000 Penalty: 3727.052734
	Iteration 112Q: 3 clusters Score -1.181763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93850 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -11817627.000000 Penalty: 3727.052734
	Iteration 113Q: 3 clusters Score -1.181763e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -11817639.000000 Penalty: 3727.052734
	Iteration 114Q: 3 clusters Score -1.181764e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93892 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -11817616.000000 Penalty: 3727.052734
	Iteration 115Q: 3 clusters Score -1.181762e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93917 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -11817594.000000 Penalty: 3727.052734
	Iteration 116Q: 3 clusters Score -1.181759e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93945 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -11817607.000000 Penalty: 3727.052734
	Iteration 117Q: 3 clusters Score -1.181761e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93970 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -11817613.000000 Penalty: 3727.052734
	Iteration 118Q: 3 clusters Score -1.181761e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93991 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -11817607.000000 Penalty: 3727.052734
	Iteration 119Q: 3 clusters Score -1.181761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94005 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -11817591.000000 Penalty: 3727.052734
	Iteration 120F: 3 clusters Score -1.181759e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94022 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -11817593.000000 Penalty: 3727.052734
	Iteration 121Q: 3 clusters Score -1.181759e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94037 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -11817590.000000 Penalty: 3727.052734
	Iteration 122Q: 3 clusters Score -1.181759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94048 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -11817594.000000 Penalty: 3727.052734
	Iteration 123Q: 3 clusters Score -1.181759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94057 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -11817594.000000 Penalty: 3727.052734
	Iteration 124Q: 3 clusters Score -1.181759e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -11817587.000000 Penalty: 3727.052734
	Iteration 125Q: 3 clusters Score -1.181759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -11817579.000000 Penalty: 3727.052734
	Iteration 126Q: 3 clusters Score -1.181758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -11817561.000000 Penalty: 3727.052734
	Iteration 127Q: 3 clusters Score -1.181756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11817571.000000 Penalty: 3727.052734
	Iteration 128Q: 3 clusters Score -1.181757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94125 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -11817556.000000 Penalty: 3727.052734
	Iteration 129Q: 3 clusters Score -1.181756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94137 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -11817566.000000 Penalty: 3727.052734
	Iteration 130Q: 3 clusters Score -1.181757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94152 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -11817561.000000 Penalty: 3727.052734
	Iteration 131Q: 3 clusters Score -1.181756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -11817564.000000 Penalty: 3727.052734
	Iteration 132Q: 3 clusters Score -1.181756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94177 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11817563.000000 Penalty: 3727.052734
	Iteration 133Q: 3 clusters Score -1.181756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94193 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -11817569.000000 Penalty: 3727.052734
	Iteration 134Q: 3 clusters Score -1.181757e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94212 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -11817570.000000 Penalty: 3727.052734
	Iteration 135Q: 3 clusters Score -1.181757e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94232 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11817572.000000 Penalty: 3727.052734
	Iteration 136Q: 3 clusters Score -1.181757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -11817577.000000 Penalty: 3727.052734
	Iteration 137Q: 3 clusters Score -1.181758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94254 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -11817578.000000 Penalty: 3727.052734
	Iteration 138Q: 3 clusters Score -1.181758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94263 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -11817564.000000 Penalty: 3727.052734
	Iteration 139Q: 3 clusters Score -1.181756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94271 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -11817575.000000 Penalty: 3727.052734
	Iteration 140F: 3 clusters Score -1.181758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94276 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -11817568.000000 Penalty: 3727.052734
	Iteration 141Q: 3 clusters Score -1.181757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94283 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -11817576.000000 Penalty: 3727.052734
	Iteration 142Q: 3 clusters Score -1.181758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94288 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -11817575.000000 Penalty: 3727.052734
	Iteration 143Q: 3 clusters Score -1.181758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94292 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -11817572.000000 Penalty: 3727.052734
	Iteration 144Q: 3 clusters Score -1.181757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94298 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11817580.000000 Penalty: 3727.052734
	Iteration 145Q: 3 clusters Score -1.181758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94305 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -11817558.000000 Penalty: 3727.052734
	Iteration 146Q: 3 clusters Score -1.181756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94312 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -11817555.000000 Penalty: 3727.052734
	Iteration 147Q: 3 clusters Score -1.181756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94319 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -11817550.000000 Penalty: 3727.052734
	Iteration 148Q: 3 clusters Score -1.181755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94324 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -11817556.000000 Penalty: 3727.052734
	Iteration 149Q: 3 clusters Score -1.181756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94329 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -11817550.000000 Penalty: 3727.052734
	Iteration 150Q: 3 clusters Score -1.181755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94334 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -11817551.000000 Penalty: 3727.052734
	Iteration 151Q: 3 clusters Score -1.181755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94339 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11817537.000000 Penalty: 3727.052734
	Iteration 152Q: 3 clusters Score -1.181754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94342 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -11817538.000000 Penalty: 3727.052734
	Iteration 153Q: 3 clusters Score -1.181754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94346 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -11817536.000000 Penalty: 3727.052734
	Iteration 154Q: 3 clusters Score -1.181754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94348 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -11817530.000000 Penalty: 3727.052734
	Iteration 155Q: 3 clusters Score -1.181753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94349 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -11817532.000000 Penalty: 3727.052734
	Iteration 156Q: 3 clusters Score -1.181753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94349 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -11817532.000000 Penalty: 3727.052734
	Iteration 157F: 3 clusters Score -1.181753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -101815.742188 Penalty: 1092.231689
	Iteration 0F: 2 clusters Score -101815.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -100503.335938 Penalty: 2184.463379
	Iteration 0F: 3 clusters Score -100503.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -100702.054688 Penalty: 2184.463379
	Iteration 1F: 3 clusters Score -100702.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100756.390625 Penalty: 2184.463379
	Iteration 2F: 3 clusters Score -100756.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -100776.835938 Penalty: 2184.463379
	Iteration 3Q: 3 clusters Score -100776.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100789.367188 Penalty: 2184.463379
	Iteration 4Q: 3 clusters Score -100789.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -100802.179688 Penalty: 2184.463379
	Iteration 5Q: 3 clusters Score -100802.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -100810.773438 Penalty: 2184.463379
	Iteration 6Q: 3 clusters Score -100810.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100816.015625 Penalty: 2184.463379
	Iteration 7Q: 3 clusters Score -100816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -100816.398438 Penalty: 2184.463379
	Iteration 8Q: 3 clusters Score -100816.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -100819.804688 Penalty: 2184.463379
	Iteration 9Q: 3 clusters Score -100819.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100822.265625 Penalty: 2184.463379
	Iteration 10Q: 3 clusters Score -100822.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -100825.593750 Penalty: 2184.463379
	Iteration 11Q: 3 clusters Score -100825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -100832.617188 Penalty: 2184.463379
	Iteration 12Q: 3 clusters Score -100832.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100839.984375 Penalty: 2184.463379
	Iteration 13Q: 3 clusters Score -100840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -100842.718750 Penalty: 2184.463379
	Iteration 14Q: 3 clusters Score -100842.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100843.953125 Penalty: 2184.463379
	Iteration 15Q: 3 clusters Score -100844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100843.953125 Penalty: 2184.463379
	Iteration 16F: 3 clusters Score -100844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25666 members 
Mstep: Class 3 contains 5389 members 
Mstep: Class 4 contains 37408 members 
Mstep: Class 5 contains 44316 members 
Mstep: Class 6 contains 75705 members 
Mstep: Class 7 contains 11366 members 
Mstep: Class 9 contains 71183 members 
Mstep: Class 10 contains 37760 members 
Mstep: Class 11 contains 57719 members 
Mstep: Class 12 contains 3519 members 
Mstep: Class 13 contains 54418 members 
Mstep: Class 14 contains 22050 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76026 members 
Mstep: Class 19 contains 95593 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576976.000000 Penalty: 36850.429688
Iteration 239Q: 18 clusters Score -7.557698e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25664 members 
Mstep: Class 3 contains 5389 members 
Mstep: Class 4 contains 37405 members 
Mstep: Class 5 contains 44314 members 
Mstep: Class 6 contains 75688 members 
Mstep: Class 7 contains 11386 members 
Mstep: Class 9 contains 71180 members 
Mstep: Class 10 contains 37765 members 
Mstep: Class 11 contains 57724 members 
Mstep: Class 12 contains 3520 members 
Mstep: Class 13 contains 54415 members 
Mstep: Class 14 contains 22059 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76024 members 
Mstep: Class 19 contains 95585 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576928.000000 Penalty: 36850.429688
Iteration 240F: 18 clusters Score -7.557693e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25671 members 
Mstep: Class 3 contains 5389 members 
Mstep: Class 4 contains 37404 members 
Mstep: Class 5 contains 44308 members 
Mstep: Class 6 contains 75669 members 
Mstep: Class 7 contains 11393 members 
Mstep: Class 9 contains 71180 members 
Mstep: Class 10 contains 37774 members 
Mstep: Class 11 contains 57725 members 
Mstep: Class 12 contains 3520 members 
Mstep: Class 13 contains 54417 members 
Mstep: Class 14 contains 22063 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76018 members 
Mstep: Class 19 contains 95587 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576960.000000 Penalty: 36850.429688
Iteration 241Q: 18 clusters Score -7.557696e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25680 members 
Mstep: Class 3 contains 5386 members 
Mstep: Class 4 contains 37406 members 
Mstep: Class 5 contains 44299 members 
Mstep: Class 6 contains 75638 members 
Mstep: Class 7 contains 11415 members 
Mstep: Class 9 contains 71183 members 
Mstep: Class 10 contains 37782 members 
Mstep: Class 11 contains 57729 members 
Mstep: Class 12 contains 3520 members 
Mstep: Class 13 contains 54409 members 
Mstep: Class 14 contains 22066 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76014 members 
Mstep: Class 19 contains 95591 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576888.000000 Penalty: 36850.429688
Iteration 242Q: 18 clusters Score -7.557689e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25689 members 
Mstep: Class 3 contains 5382 members 
Mstep: Class 4 contains 37399 members 
Mstep: Class 5 contains 44296 members 
Mstep: Class 6 contains 75609 members 
Mstep: Class 7 contains 11436 members 
Mstep: Class 9 contains 71184 members 
Mstep: Class 10 contains 37792 members 
Mstep: Class 11 contains 57727 members 
Mstep: Class 12 contains 3520 members 
Mstep: Class 13 contains 54414 members 
Mstep: Class 14 contains 22071 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76013 members 
Mstep: Class 19 contains 95586 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576944.000000 Penalty: 36850.429688
Iteration 243Q: 18 clusters Score -7.557694e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25705 members 
Mstep: Class 3 contains 5376 members 
Mstep: Class 4 contains 37395 members 
Mstep: Class 5 contains 44285 members 
Mstep: Class 6 contains 75586 members 
Mstep: Class 7 contains 11453 members 
Mstep: Class 9 contains 71180 members 
Mstep: Class 10 contains 37807 members 
Mstep: Class 11 contains 57731 members 
Mstep: Class 12 contains 3520 members 
Mstep: Class 13 contains 54427 members 
Mstep: Class 14 contains 22066 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76008 members 
Mstep: Class 19 contains 95579 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576936.000000 Penalty: 36850.429688
Iteration 244Q: 18 clusters Score -7.557694e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25724 members 
Mstep: Class 3 contains 5367 members 
Mstep: Class 4 contains 37387 members 
Mstep: Class 5 contains 44280 members 
Mstep: Class 6 contains 75576 members 
Mstep: Class 7 contains 11468 members 
Mstep: Class 9 contains 71181 members 
Mstep: Class 10 contains 37821 members 
Mstep: Class 11 contains 57733 members 
Mstep: Class 12 contains 3520 members 
Mstep: Class 13 contains 54431 members 
Mstep: Class 14 contains 22061 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76003 members 
Mstep: Class 19 contains 95566 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576968.000000 Penalty: 36850.429688
Iteration 245Q: 18 clusters Score -7.557697e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25743 members 
Mstep: Class 3 contains 5355 members 
Mstep: Class 4 contains 37380 members 
Mstep: Class 5 contains 44276 members 
Mstep: Class 6 contains 75558 members 
Mstep: Class 7 contains 11486 members 
Mstep: Class 9 contains 71181 members 
Mstep: Class 10 contains 37836 members 
Mstep: Class 11 contains 57738 members 
Mstep: Class 12 contains 3520 members 
Mstep: Class 13 contains 54423 members 
Mstep: Class 14 contains 22060 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75992 members 
Mstep: Class 19 contains 95570 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576944.000000 Penalty: 36850.429688
Iteration 246Q: 18 clusters Score -7.557694e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25758 members 
Mstep: Class 3 contains 5351 members 
Mstep: Class 4 contains 37370 members 
Mstep: Class 5 contains 44268 members 
Mstep: Class 6 contains 75542 members 
Mstep: Class 7 contains 11500 members 
Mstep: Class 9 contains 71189 members 
Mstep: Class 10 contains 37835 members 
Mstep: Class 11 contains 57746 members 
Mstep: Class 12 contains 3520 members 
Mstep: Class 13 contains 54422 members 
Mstep: Class 14 contains 22063 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75987 members 
Mstep: Class 19 contains 95567 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576912.000000 Penalty: 36850.429688
Iteration 247Q: 18 clusters Score -7.557691e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25768 members 
Mstep: Class 3 contains 5347 members 
Mstep: Class 4 contains 37363 members 
Mstep: Class 5 contains 44260 members 
Mstep: Class 6 contains 75524 members 
Mstep: Class 7 contains 11514 members 
Mstep: Class 9 contains 71194 members 
Mstep: Class 10 contains 37834 members 
Mstep: Class 11 contains 57748 members 
Mstep: Class 12 contains 3520 members 
Mstep: Class 13 contains 54415 members 
Mstep: Class 14 contains 22070 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75985 members 
Mstep: Class 19 contains 95576 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576816.000000 Penalty: 36850.429688
Iteration 248Q: 18 clusters Score -7.557682e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25775 members 
Mstep: Class 3 contains 5346 members 
Mstep: Class 4 contains 37361 members 
Mstep: Class 5 contains 44257 members 
Mstep: Class 6 contains 75516 members 
Mstep: Class 7 contains 11527 members 
Mstep: Class 9 contains 71202 members 
Mstep: Class 10 contains 37836 members 
Mstep: Class 11 contains 57741 members 
Mstep: Class 12 contains 3520 members 
Mstep: Class 13 contains 54403 members 
Mstep: Class 14 contains 22080 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75982 members 
Mstep: Class 19 contains 95572 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576816.000000 Penalty: 36850.429688
Iteration 249Q: 18 clusters Score -7.557682e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25785 members 
Mstep: Class 3 contains 5343 members 
Mstep: Class 4 contains 37358 members 
Mstep: Class 5 contains 44253 members 
Mstep: Class 6 contains 75515 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 9 contains 71201 members 
Mstep: Class 10 contains 37841 members 
Mstep: Class 11 contains 57733 members 
Mstep: Class 12 contains 3520 members 
Mstep: Class 13 contains 54396 members 
Mstep: Class 14 contains 22090 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75975 members 
Mstep: Class 19 contains 95571 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576712.000000 Penalty: 36850.429688
Iteration 250Q: 18 clusters Score -7.557671e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25797 members 
Mstep: Class 3 contains 5342 members 
Mstep: Class 4 contains 37358 members 
Mstep: Class 5 contains 44249 members 
Mstep: Class 6 contains 75506 members 
Mstep: Class 7 contains 11548 members 
Mstep: Class 9 contains 71200 members 
Mstep: Class 10 contains 37842 members 
Mstep: Class 11 contains 57731 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 54388 members 
Mstep: Class 14 contains 22101 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75969 members 
Mstep: Class 19 contains 95566 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576776.000000 Penalty: 36850.429688
Iteration 251Q: 18 clusters Score -7.557678e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25806 members 
Mstep: Class 3 contains 5339 members 
Mstep: Class 4 contains 37355 members 
Mstep: Class 5 contains 44252 members 
Mstep: Class 6 contains 75494 members 
Mstep: Class 7 contains 11556 members 
Mstep: Class 9 contains 71209 members 
Mstep: Class 10 contains 37847 members 
Mstep: Class 11 contains 57725 members 
Mstep: Class 12 contains 3521 members 
Mstep: Class 13 contains 54387 members 
Mstep: Class 14 contains 22110 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75970 members 
Mstep: Class 19 contains 95547 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576752.000000 Penalty: 36850.429688
Iteration 252Q: 18 clusters Score -7.557675e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25814 members 
Mstep: Class 3 contains 5338 members 
Mstep: Class 4 contains 37351 members 
Mstep: Class 5 contains 44253 members 
Mstep: Class 6 contains 75486 members 
Mstep: Class 7 contains 11562 members 
Mstep: Class 9 contains 71211 members 
Mstep: Class 10 contains 37851 members 
Mstep: Class 11 contains 57714 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 54404 members 
Mstep: Class 14 contains 22116 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75964 members 
Mstep: Class 19 contains 95532 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576776.000000 Penalty: 36850.429688
Iteration 253Q: 18 clusters Score -7.557678e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25822 members 
Mstep: Class 3 contains 5338 members 
Mstep: Class 4 contains 37351 members 
Mstep: Class 5 contains 44251 members 
Mstep: Class 6 contains 75472 members 
Mstep: Class 7 contains 11574 members 
Mstep: Class 9 contains 71211 members 
Mstep: Class 10 contains 37858 members 
Mstep: Class 11 contains 57707 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 54415 members 
Mstep: Class 14 contains 22118 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75959 members 
Mstep: Class 19 contains 95520 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576832.000000 Penalty: 36850.429688
Iteration 254Q: 18 clusters Score -7.557683e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25829 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 37353 members 
Mstep: Class 5 contains 44250 members 
Mstep: Class 6 contains 75456 members 
Mstep: Class 7 contains 11586 members 
Mstep: Class 9 contains 71205 members 
Mstep: Class 10 contains 37865 members 
Mstep: Class 11 contains 57705 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 54419 members 
Mstep: Class 14 contains 22130 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75959 members 
Mstep: Class 19 contains 95499 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576816.000000 Penalty: 36850.429688
Iteration 255Q: 18 clusters Score -7.557682e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25841 members 
Mstep: Class 3 contains 5337 members 
Mstep: Class 4 contains 37350 members 
Mstep: Class 5 contains 44254 members 
Mstep: Class 6 contains 75442 members 
Mstep: Class 7 contains 11592 members 
Mstep: Class 9 contains 71207 members 
Mstep: Class 10 contains 37870 members 
Mstep: Class 11 contains 57708 members 
Mstep: Class 12 contains 3523 members 
Mstep: Class 13 contains 54415 members 
Mstep: Class 14 contains 22136 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75960 members 
Mstep: Class 19 contains 95483 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576856.000000 Penalty: 36850.429688
Iteration 256Q: 18 clusters Score -7.557686e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25850 members 
Mstep: Class 3 contains 5335 members 
Mstep: Class 4 contains 37350 members 
Mstep: Class 5 contains 44257 members 
Mstep: Class 6 contains 75427 members 
Mstep: Class 7 contains 11605 members 
Mstep: Class 9 contains 71204 members 
Mstep: Class 10 contains 37874 members 
Mstep: Class 11 contains 57705 members 
Mstep: Class 12 contains 3524 members 
Mstep: Class 13 contains 54422 members 
Mstep: Class 14 contains 22142 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75964 members 
Mstep: Class 19 contains 95459 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576904.000000 Penalty: 36850.429688
Iteration 257Q: 18 clusters Score -7.55769e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25855 members 
Mstep: Class 3 contains 5334 members 
Mstep: Class 4 contains 37348 members 
Mstep: Class 5 contains 44257 members 
Mstep: Class 6 contains 75423 members 
Mstep: Class 7 contains 11617 members 
Mstep: Class 9 contains 71206 members 
Mstep: Class 10 contains 37875 members 
Mstep: Class 11 contains 57702 members 
Mstep: Class 12 contains 3525 members 
Mstep: Class 13 contains 54424 members 
Mstep: Class 14 contains 22154 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75967 members 
Mstep: Class 19 contains 95431 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576872.000000 Penalty: 36850.429688
Iteration 258Q: 18 clusters Score -7.557687e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25862 members 
Mstep: Class 3 contains 5335 members 
Mstep: Class 4 contains 37346 members 
Mstep: Class 5 contains 44259 members 
Mstep: Class 6 contains 75408 members 
Mstep: Class 7 contains 11636 members 
Mstep: Class 9 contains 71204 members 
Mstep: Class 10 contains 37873 members 
Mstep: Class 11 contains 57705 members 
Mstep: Class 12 contains 3527 members 
Mstep: Class 13 contains 54435 members 
Mstep: Class 14 contains 22173 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75959 members 
Mstep: Class 19 contains 95396 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576840.000000 Penalty: 36850.429688
Iteration 259Q: 18 clusters Score -7.557684e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25876 members 
Mstep: Class 3 contains 5334 members 
Mstep: Class 4 contains 37345 members 
Mstep: Class 5 contains 44263 members 
Mstep: Class 6 contains 75394 members 
Mstep: Class 7 contains 11656 members 
Mstep: Class 9 contains 71200 members 
Mstep: Class 10 contains 37870 members 
Mstep: Class 11 contains 57704 members 
Mstep: Class 12 contains 3529 members 
Mstep: Class 13 contains 54447 members 
Mstep: Class 14 contains 22183 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75956 members 
Mstep: Class 19 contains 95361 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576856.000000 Penalty: 36850.429688
Iteration 260F: 18 clusters Score -7.557686e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25894 members 
Mstep: Class 3 contains 5336 members 
Mstep: Class 4 contains 37341 members 
Mstep: Class 5 contains 44260 members 
Mstep: Class 6 contains 75382 members 
Mstep: Class 7 contains 11671 members 
Mstep: Class 9 contains 71203 members 
Mstep: Class 10 contains 37874 members 
Mstep: Class 11 contains 57704 members 
Mstep: Class 12 contains 3530 members 
Mstep: Class 13 contains 54452 members 
Mstep: Class 14 contains 22192 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75956 members 
Mstep: Class 19 contains 95323 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576912.000000 Penalty: 36850.429688
Iteration 261Q: 18 clusters Score -7.557691e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25912 members 
Mstep: Class 3 contains 5335 members 
Mstep: Class 4 contains 37344 members 
Mstep: Class 5 contains 44258 members 
Mstep: Class 6 contains 75377 members 
Mstep: Class 7 contains 11686 members 
Mstep: Class 9 contains 71196 members 
Mstep: Class 10 contains 37877 members 
Mstep: Class 11 contains 57696 members 
Mstep: Class 12 contains 3531 members 
Mstep: Class 13 contains 54463 members 
Mstep: Class 14 contains 22202 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75960 members 
Mstep: Class 19 contains 95281 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576920.000000 Penalty: 36850.429688
Iteration 262Q: 18 clusters Score -7.557692e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25927 members 
Mstep: Class 3 contains 5334 members 
Mstep: Class 4 contains 37349 members 
Mstep: Class 5 contains 44258 members 
Mstep: Class 6 contains 75357 members 
Mstep: Class 7 contains 11695 members 
Mstep: Class 9 contains 71187 members 
Mstep: Class 10 contains 37874 members 
Mstep: Class 11 contains 57684 members 
Mstep: Class 12 contains 3532 members 
Mstep: Class 13 contains 54477 members 
Mstep: Class 14 contains 22204 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75954 members 
Mstep: Class 19 contains 95286 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576952.000000 Penalty: 36850.429688
Iteration 263Q: 18 clusters Score -7.557695e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25947 members 
Mstep: Class 3 contains 5332 members 
Mstep: Class 4 contains 37349 members 
Mstep: Class 5 contains 44251 members 
Mstep: Class 6 contains 75345 members 
Mstep: Class 7 contains 11702 members 
Mstep: Class 9 contains 71182 members 
Mstep: Class 10 contains 37869 members 
Mstep: Class 11 contains 57683 members 
Mstep: Class 12 contains 3534 members 
Mstep: Class 13 contains 54487 members 
Mstep: Class 14 contains 22215 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75952 members 
Mstep: Class 19 contains 95270 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576888.000000 Penalty: 36850.429688
Iteration 264Q: 18 clusters Score -7.557689e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25974 members 
Mstep: Class 3 contains 5328 members 
Mstep: Class 4 contains 37351 members 
Mstep: Class 5 contains 44247 members 
Mstep: Class 6 contains 75339 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 9 contains 71182 members 
Mstep: Class 10 contains 37875 members 
Mstep: Class 11 contains 57671 members 
Mstep: Class 12 contains 3535 members 
Mstep: Class 13 contains 54477 members 
Mstep: Class 14 contains 22235 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75955 members 
Mstep: Class 19 contains 95241 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576784.000000 Penalty: 36850.429688
Iteration 265Q: 18 clusters Score -7.557678e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 25990 members 
Mstep: Class 3 contains 5327 members 
Mstep: Class 4 contains 37345 members 
Mstep: Class 5 contains 44247 members 
Mstep: Class 6 contains 75335 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 9 contains 71180 members 
Mstep: Class 10 contains 37875 members 
Mstep: Class 11 contains 57662 members 
Mstep: Class 12 contains 3536 members 
Mstep: Class 13 contains 54485 members 
Mstep: Class 14 contains 22253 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75958 members 
Mstep: Class 19 contains 95203 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576816.000000 Penalty: 36850.429688
Iteration 266Q: 18 clusters Score -7.557682e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26007 members 
Mstep: Class 3 contains 5326 members 
Mstep: Class 4 contains 37345 members 
Mstep: Class 5 contains 44239 members 
Mstep: Class 6 contains 75318 members 
Mstep: Class 7 contains 11738 members 
Mstep: Class 9 contains 71174 members 
Mstep: Class 10 contains 37877 members 
Mstep: Class 11 contains 57650 members 
Mstep: Class 12 contains 3538 members 
Mstep: Class 13 contains 54500 members 
Mstep: Class 14 contains 22263 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75967 members 
Mstep: Class 19 contains 95176 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576992.000000 Penalty: 36850.429688
Iteration 267Q: 18 clusters Score -7.557699e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26031 members 
Mstep: Class 3 contains 5322 members 
Mstep: Class 4 contains 37342 members 
Mstep: Class 5 contains 44237 members 
Mstep: Class 6 contains 75301 members 
Mstep: Class 7 contains 11756 members 
Mstep: Class 9 contains 71170 members 
Mstep: Class 10 contains 37874 members 
Mstep: Class 11 contains 57635 members 
Mstep: Class 12 contains 3540 members 
Mstep: Class 13 contains 54526 members 
Mstep: Class 14 contains 22268 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75966 members 
Mstep: Class 19 contains 95150 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576960.000000 Penalty: 36850.429688
Iteration 268Q: 18 clusters Score -7.557696e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26047 members 
Mstep: Class 3 contains 5320 members 
Mstep: Class 4 contains 37343 members 
Mstep: Class 5 contains 44230 members 
Mstep: Class 6 contains 75281 members 
Mstep: Class 7 contains 11784 members 
Mstep: Class 9 contains 71176 members 
Mstep: Class 10 contains 37877 members 
Mstep: Class 11 contains 57633 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 13 contains 54548 members 
Mstep: Class 14 contains 22257 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75965 members 
Mstep: Class 19 contains 95111 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576968.000000 Penalty: 36850.429688
Iteration 269Q: 18 clusters Score -7.557697e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26061 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 37345 members 
Mstep: Class 5 contains 44220 members 
Mstep: Class 6 contains 75252 members 
Mstep: Class 7 contains 11818 members 
Mstep: Class 9 contains 71179 members 
Mstep: Class 10 contains 37876 members 
Mstep: Class 11 contains 57636 members 
Mstep: Class 12 contains 3549 members 
Mstep: Class 13 contains 54575 members 
Mstep: Class 14 contains 22241 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75966 members 
Mstep: Class 19 contains 95085 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576872.000000 Penalty: 36850.429688
Iteration 270Q: 18 clusters Score -7.557687e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26081 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 37349 members 
Mstep: Class 5 contains 44215 members 
Mstep: Class 6 contains 75227 members 
Mstep: Class 7 contains 11852 members 
Mstep: Class 9 contains 71181 members 
Mstep: Class 10 contains 37873 members 
Mstep: Class 11 contains 57631 members 
Mstep: Class 12 contains 3551 members 
Mstep: Class 13 contains 54598 members 
Mstep: Class 14 contains 22229 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75969 members 
Mstep: Class 19 contains 95046 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577024.000000 Penalty: 36850.429688
Iteration 271Q: 18 clusters Score -7.557702e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26091 members 
Mstep: Class 3 contains 5320 members 
Mstep: Class 4 contains 37347 members 
Mstep: Class 5 contains 44207 members 
Mstep: Class 6 contains 75194 members 
Mstep: Class 7 contains 11894 members 
Mstep: Class 9 contains 71188 members 
Mstep: Class 10 contains 37871 members 
Mstep: Class 11 contains 57623 members 
Mstep: Class 12 contains 3552 members 
Mstep: Class 13 contains 54632 members 
Mstep: Class 14 contains 22213 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75967 members 
Mstep: Class 19 contains 95020 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576920.000000 Penalty: 36850.429688
Iteration 272Q: 18 clusters Score -7.557692e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26113 members 
Mstep: Class 3 contains 5319 members 
Mstep: Class 4 contains 37346 members 
Mstep: Class 5 contains 44210 members 
Mstep: Class 6 contains 75170 members 
Mstep: Class 7 contains 11936 members 
Mstep: Class 9 contains 71174 members 
Mstep: Class 10 contains 37872 members 
Mstep: Class 11 contains 57618 members 
Mstep: Class 12 contains 3554 members 
Mstep: Class 13 contains 54661 members 
Mstep: Class 14 contains 22185 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75961 members 
Mstep: Class 19 contains 95000 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576976.000000 Penalty: 36850.429688
Iteration 273Q: 18 clusters Score -7.557698e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26124 members 
Mstep: Class 3 contains 5321 members 
Mstep: Class 4 contains 37349 members 
Mstep: Class 5 contains 44208 members 
Mstep: Class 6 contains 75151 members 
Mstep: Class 7 contains 11956 members 
Mstep: Class 9 contains 71171 members 
Mstep: Class 10 contains 37876 members 
Mstep: Class 11 contains 57622 members 
Mstep: Class 12 contains 3555 members 
Mstep: Class 13 contains 54702 members 
Mstep: Class 14 contains 22162 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75962 members 
Mstep: Class 19 contains 94960 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576888.000000 Penalty: 36850.429688
Iteration 274Q: 18 clusters Score -7.557689e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26142 members 
Mstep: Class 3 contains 5319 members 
Mstep: Class 4 contains 37352 members 
Mstep: Class 5 contains 44205 members 
Mstep: Class 6 contains 75125 members 
Mstep: Class 7 contains 11983 members 
Mstep: Class 9 contains 71177 members 
Mstep: Class 10 contains 37887 members 
Mstep: Class 11 contains 57626 members 
Mstep: Class 12 contains 3555 members 
Mstep: Class 13 contains 54707 members 
Mstep: Class 14 contains 22143 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75952 members 
Mstep: Class 19 contains 94946 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576952.000000 Penalty: 36850.429688
Iteration 275Q: 18 clusters Score -7.557695e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26149 members 
Mstep: Class 3 contains 5316 members 
Mstep: Class 4 contains 37362 members 
Mstep: Class 5 contains 44198 members 
Mstep: Class 6 contains 75101 members 
Mstep: Class 7 contains 12014 members 
Mstep: Class 9 contains 71162 members 
Mstep: Class 10 contains 37890 members 
Mstep: Class 11 contains 57630 members 
Mstep: Class 12 contains 3555 members 
Mstep: Class 13 contains 54713 members 
Mstep: Class 14 contains 22143 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75952 members 
Mstep: Class 19 contains 94934 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577008.000000 Penalty: 36850.429688
Iteration 276Q: 18 clusters Score -7.557701e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26161 members 
Mstep: Class 3 contains 5317 members 
Mstep: Class 4 contains 37369 members 
Mstep: Class 5 contains 44191 members 
Mstep: Class 6 contains 75088 members 
Mstep: Class 7 contains 12051 members 
Mstep: Class 9 contains 71137 members 
Mstep: Class 10 contains 37889 members 
Mstep: Class 11 contains 57625 members 
Mstep: Class 12 contains 3555 members 
Mstep: Class 13 contains 54737 members 
Mstep: Class 14 contains 22129 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75947 members 
Mstep: Class 19 contains 94923 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576984.000000 Penalty: 36850.429688
Iteration 277Q: 18 clusters Score -7.557698e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26172 members 
Mstep: Class 3 contains 5318 members 
Mstep: Class 4 contains 37374 members 
Mstep: Class 5 contains 44184 members 
Mstep: Class 6 contains 75083 members 
Mstep: Class 7 contains 12066 members 
Mstep: Class 9 contains 71121 members 
Mstep: Class 10 contains 37899 members 
Mstep: Class 11 contains 57625 members 
Mstep: Class 12 contains 3555 members 
Mstep: Class 13 contains 54748 members 
Mstep: Class 14 contains 22113 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75952 members 
Mstep: Class 19 contains 94909 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576976.000000 Penalty: 36850.429688
Iteration 278Q: 18 clusters Score -7.557698e+07 nChanged 392
Entering ConstructFrom: 
Score: -75576976.000000 Penalty: 36850.429688
Entering ConstructFrom: 
Trying to split cluster 1 (1974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Entering Unmasked Estep 
Score: -248531.421875 Penalty: 1233.020264
	Iteration 0F: 2 clusters Score -248531.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -246454.515625 Penalty: 2466.040527
	Iteration 0F: 3 clusters Score -246454.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -246868.734375 Penalty: 2466.040527
	Iteration 1F: 3 clusters Score -246868.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -246971.937500 Penalty: 2466.040527
	Iteration 2F: 3 clusters Score -246971.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -247030.968750 Penalty: 2466.040527
	Iteration 3Q: 3 clusters Score -247031 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -247061.765625 Penalty: 2466.040527
	Iteration 4Q: 3 clusters Score -247061.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -247086.218750 Penalty: 2466.040527
	Iteration 5Q: 3 clusters Score -247086.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -247107.328125 Penalty: 2466.040527
	Iteration 6Q: 3 clusters Score -247107.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -247126.875000 Penalty: 2466.040527
	Iteration 7Q: 3 clusters Score -247126.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -247143.312500 Penalty: 2466.040527
	Iteration 8Q: 3 clusters Score -247143.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -247158.781250 Penalty: 2466.040527
	Iteration 9Q: 3 clusters Score -247158.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -247168.093750 Penalty: 2466.040527
	Iteration 10Q: 3 clusters Score -247168.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -247171.875000 Penalty: 2466.040527
	Iteration 11Q: 3 clusters Score -247171.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -247174.265625 Penalty: 2466.040527
	Iteration 12Q: 3 clusters Score -247174.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -247177.171875 Penalty: 2466.040527
	Iteration 13Q: 3 clusters Score -247177.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -247179.640625 Penalty: 2466.040527
	Iteration 14Q: 3 clusters Score -247179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -247179.781250 Penalty: 2466.040527
	Iteration 15Q: 3 clusters Score -247179.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -247180.531250 Penalty: 2466.040527
	Iteration 16Q: 3 clusters Score -247180.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -247180.890625 Penalty: 2466.040527
	Iteration 17Q: 3 clusters Score -247180.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -247180.890625 Penalty: 2466.040527
	Iteration 18F: 3 clusters Score -247180.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Entering Unmasked Estep 
Score: -3151395.500000 Penalty: 1653.127930
	Iteration 0F: 2 clusters Score -3151396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -3133746.500000 Penalty: 3306.255859
	Iteration 0F: 3 clusters Score -3133746 nChanged 11944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -3140155.500000 Penalty: 3306.255859
	Iteration 1F: 3 clusters Score -3140156 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -3140550.500000 Penalty: 3306.255859
	Iteration 2Q: 3 clusters Score -3140550 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3140992.250000 Penalty: 3306.255859
	Iteration 3Q: 3 clusters Score -3140992 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -3141537.750000 Penalty: 3306.255859
	Iteration 4Q: 3 clusters Score -3141538 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -3142291.000000 Penalty: 3306.255859
	Iteration 5F: 3 clusters Score -3142291 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -3143353.500000 Penalty: 3306.255859
	Iteration 6F: 3 clusters Score -3143354 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3144747.250000 Penalty: 3306.255859
	Iteration 7F: 3 clusters Score -3144747 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -3146238.750000 Penalty: 3306.255859
	Iteration 8F: 3 clusters Score -3146239 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3147522.250000 Penalty: 3306.255859
	Iteration 9F: 3 clusters Score -3147522 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3148538.750000 Penalty: 3306.255859
	Iteration 10Q: 3 clusters Score -3148539 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -3149195.500000 Penalty: 3306.255859
	Iteration 11Q: 3 clusters Score -3149196 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -3149582.750000 Penalty: 3306.255859
	Iteration 12Q: 3 clusters Score -3149583 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -3149777.750000 Penalty: 3306.255859
	Iteration 13Q: 3 clusters Score -3149778 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3149895.000000 Penalty: 3306.255859
	Iteration 14Q: 3 clusters Score -3149895 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3149935.250000 Penalty: 3306.255859
	Iteration 15Q: 3 clusters Score -3149935 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3149955.500000 Penalty: 3306.255859
	Iteration 16Q: 3 clusters Score -3149956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3149970.750000 Penalty: 3306.255859
	Iteration 17Q: 3 clusters Score -3149971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -3149974.750000 Penalty: 3306.255859
	Iteration 18Q: 3 clusters Score -3149975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3149991.750000 Penalty: 3306.255859
	Iteration 19Q: 3 clusters Score -3149992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3149998.000000 Penalty: 3306.255859
	Iteration 20F: 3 clusters Score -3149998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3150002.500000 Penalty: 3306.255859
	Iteration 21Q: 3 clusters Score -3150002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -3150002.500000 Penalty: 3306.255859
	Iteration 22Q: 3 clusters Score -3150002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -3150009.000000 Penalty: 3306.255859
	Iteration 23Q: 3 clusters Score -3150009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3150012.000000 Penalty: 3306.255859
	Iteration 24Q: 3 clusters Score -3150012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3150016.000000 Penalty: 3306.255859
	Iteration 25Q: 3 clusters Score -3150016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3150011.250000 Penalty: 3306.255859
	Iteration 26Q: 3 clusters Score -3150011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3150014.500000 Penalty: 3306.255859
	Iteration 27Q: 3 clusters Score -3150014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3150013.250000 Penalty: 3306.255859
	Iteration 28Q: 3 clusters Score -3150013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3150013.250000 Penalty: 3306.255859
	Iteration 29F: 3 clusters Score -3150013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -655783.437500 Penalty: 1393.849487
	Iteration 0F: 2 clusters Score -655783.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -651579.375000 Penalty: 2787.698975
	Iteration 0F: 3 clusters Score -651579.4 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -652664.812500 Penalty: 2787.698975
	Iteration 1F: 3 clusters Score -652664.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -652836.375000 Penalty: 2787.698975
	Iteration 2F: 3 clusters Score -652836.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -652953.062500 Penalty: 2787.698975
	Iteration 3Q: 3 clusters Score -652953.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -653052.437500 Penalty: 2787.698975
	Iteration 4Q: 3 clusters Score -653052.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -653131.187500 Penalty: 2787.698975
	Iteration 5Q: 3 clusters Score -653131.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -653195.687500 Penalty: 2787.698975
	Iteration 6Q: 3 clusters Score -653195.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -653247.437500 Penalty: 2787.698975
	Iteration 7Q: 3 clusters Score -653247.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -653287.812500 Penalty: 2787.698975
	Iteration 8Q: 3 clusters Score -653287.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -653323.437500 Penalty: 2787.698975
	Iteration 9Q: 3 clusters Score -653323.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -653355.812500 Penalty: 2787.698975
	Iteration 10Q: 3 clusters Score -653355.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -653393.187500 Penalty: 2787.698975
	Iteration 11Q: 3 clusters Score -653393.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -653432.312500 Penalty: 2787.698975
	Iteration 12Q: 3 clusters Score -653432.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -653481.250000 Penalty: 2787.698975
	Iteration 13Q: 3 clusters Score -653481.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -653555.500000 Penalty: 2787.698975
	Iteration 14Q: 3 clusters Score -653555.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -653642.625000 Penalty: 2787.698975
	Iteration 15Q: 3 clusters Score -653642.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -653728.125000 Penalty: 2787.698975
	Iteration 16Q: 3 clusters Score -653728.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -653832.312500 Penalty: 2787.698975
	Iteration 17Q: 3 clusters Score -653832.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -653953.375000 Penalty: 2787.698975
	Iteration 18Q: 3 clusters Score -653953.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -654070.312500 Penalty: 2787.698975
	Iteration 19Q: 3 clusters Score -654070.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -654182.937500 Penalty: 2787.698975
	Iteration 20F: 3 clusters Score -654182.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -654297.187500 Penalty: 2787.698975
	Iteration 21Q: 3 clusters Score -654297.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -654375.125000 Penalty: 2787.698975
	Iteration 22Q: 3 clusters Score -654375.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -654425.625000 Penalty: 2787.698975
	Iteration 23Q: 3 clusters Score -654425.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -654452.812500 Penalty: 2787.698975
	Iteration 24Q: 3 clusters Score -654452.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -654480.500000 Penalty: 2787.698975
	Iteration 25Q: 3 clusters Score -654480.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -654504.187500 Penalty: 2787.698975
	Iteration 26Q: 3 clusters Score -654504.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -654514.375000 Penalty: 2787.698975
	Iteration 27Q: 3 clusters Score -654514.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -654530.687500 Penalty: 2787.698975
	Iteration 28Q: 3 clusters Score -654530.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -654534.812500 Penalty: 2787.698975
	Iteration 29Q: 3 clusters Score -654534.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -654537.375000 Penalty: 2787.698975
	Iteration 30Q: 3 clusters Score -654537.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -654537.375000 Penalty: 2787.698975
	Iteration 31F: 3 clusters Score -654537.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Entering Unmasked Estep 
Score: -4653050.500000 Penalty: 1710.944702
	Iteration 0F: 2 clusters Score -4653050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -4627841.500000 Penalty: 3421.889404
	Iteration 0F: 3 clusters Score -4627842 nChanged 17466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -4637728.000000 Penalty: 3421.889404
	Iteration 1F: 3 clusters Score -4637728 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -4638184.500000 Penalty: 3421.889404
	Iteration 2Q: 3 clusters Score -4638184 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -4638636.500000 Penalty: 3421.889404
	Iteration 3Q: 3 clusters Score -4638636 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -4639159.000000 Penalty: 3421.889404
	Iteration 4Q: 3 clusters Score -4639159 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4639844.000000 Penalty: 3421.889404
	Iteration 5Q: 3 clusters Score -4639844 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -4640718.500000 Penalty: 3421.889404
	Iteration 6Q: 3 clusters Score -4640718 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -4641929.000000 Penalty: 3421.889404
	Iteration 7F: 3 clusters Score -4641929 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -4643505.500000 Penalty: 3421.889404
	Iteration 8F: 3 clusters Score -4643506 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -4645564.500000 Penalty: 3421.889404
	Iteration 9F: 3 clusters Score -4645564 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -4647652.500000 Penalty: 3421.889404
	Iteration 10F: 3 clusters Score -4647652 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4649304.500000 Penalty: 3421.889404
	Iteration 11Q: 3 clusters Score -4649304 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4650325.000000 Penalty: 3421.889404
	Iteration 12Q: 3 clusters Score -4650325 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4650869.500000 Penalty: 3421.889404
	Iteration 13Q: 3 clusters Score -4650870 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4651174.000000 Penalty: 3421.889404
	Iteration 14Q: 3 clusters Score -4651174 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4651335.000000 Penalty: 3421.889404
	Iteration 15Q: 3 clusters Score -4651335 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4651430.500000 Penalty: 3421.889404
	Iteration 16Q: 3 clusters Score -4651430 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4651494.000000 Penalty: 3421.889404
	Iteration 17Q: 3 clusters Score -4651494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4651546.500000 Penalty: 3421.889404
	Iteration 18Q: 3 clusters Score -4651546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4651562.000000 Penalty: 3421.889404
	Iteration 19Q: 3 clusters Score -4651562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4651565.500000 Penalty: 3421.889404
	Iteration 20F: 3 clusters Score -4651566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4651586.500000 Penalty: 3421.889404
	Iteration 21Q: 3 clusters Score -4651586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4651602.000000 Penalty: 3421.889404
	Iteration 22Q: 3 clusters Score -4651602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4651606.500000 Penalty: 3421.889404
	Iteration 23Q: 3 clusters Score -4651606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4651611.000000 Penalty: 3421.889404
	Iteration 24Q: 3 clusters Score -4651611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4651618.500000 Penalty: 3421.889404
	Iteration 25Q: 3 clusters Score -4651618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4651617.000000 Penalty: 3421.889404
	Iteration 26Q: 3 clusters Score -4651617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4651629.500000 Penalty: 3421.889404
	Iteration 27Q: 3 clusters Score -4651630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4651631.500000 Penalty: 3421.889404
	Iteration 28Q: 3 clusters Score -4651632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4651632.000000 Penalty: 3421.889404
	Iteration 29Q: 3 clusters Score -4651632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4651632.000000 Penalty: 3421.889404
	Iteration 30F: 3 clusters Score -4651632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Entering Unmasked Estep 
Score: -5492180.000000 Penalty: 1738.097046
	Iteration 0F: 2 clusters Score -5492180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -5462566.500000 Penalty: 3476.194092
	Iteration 0F: 3 clusters Score -5462566 nChanged 20638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -5474299.500000 Penalty: 3476.194092
	Iteration 1F: 3 clusters Score -5474300 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -5475028.000000 Penalty: 3476.194092
	Iteration 2Q: 3 clusters Score -5475028 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -5475900.500000 Penalty: 3476.194092
	Iteration 3Q: 3 clusters Score -5475900 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -5477221.500000 Penalty: 3476.194092
	Iteration 4F: 3 clusters Score -5477222 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -5479251.500000 Penalty: 3476.194092
	Iteration 5F: 3 clusters Score -5479252 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -5482083.000000 Penalty: 3476.194092
	Iteration 6F: 3 clusters Score -5482083 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -5485010.500000 Penalty: 3476.194092
	Iteration 7F: 3 clusters Score -5485010 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -5487160.000000 Penalty: 3476.194092
	Iteration 8F: 3 clusters Score -5487160 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -5488455.500000 Penalty: 3476.194092
	Iteration 9Q: 3 clusters Score -5488456 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -5489169.000000 Penalty: 3476.194092
	Iteration 10Q: 3 clusters Score -5489169 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -5489587.500000 Penalty: 3476.194092
	Iteration 11Q: 3 clusters Score -5489588 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -5489857.500000 Penalty: 3476.194092
	Iteration 12Q: 3 clusters Score -5489858 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -5490045.000000 Penalty: 3476.194092
	Iteration 13Q: 3 clusters Score -5490045 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5490186.500000 Penalty: 3476.194092
	Iteration 14Q: 3 clusters Score -5490186 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5490329.500000 Penalty: 3476.194092
	Iteration 15Q: 3 clusters Score -5490330 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5490437.500000 Penalty: 3476.194092
	Iteration 16Q: 3 clusters Score -5490438 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5490545.000000 Penalty: 3476.194092
	Iteration 17Q: 3 clusters Score -5490545 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5490596.500000 Penalty: 3476.194092
	Iteration 18Q: 3 clusters Score -5490596 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5490650.500000 Penalty: 3476.194092
	Iteration 19Q: 3 clusters Score -5490650 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5490698.000000 Penalty: 3476.194092
	Iteration 20F: 3 clusters Score -5490698 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5490729.000000 Penalty: 3476.194092
	Iteration 21Q: 3 clusters Score -5490729 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5490740.000000 Penalty: 3476.194092
	Iteration 22Q: 3 clusters Score -5490740 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5490740.000000 Penalty: 3476.194092
	Iteration 23Q: 3 clusters Score -5490740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5490766.000000 Penalty: 3476.194092
	Iteration 24Q: 3 clusters Score -5490766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5490779.000000 Penalty: 3476.194092
	Iteration 25Q: 3 clusters Score -5490779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5490780.500000 Penalty: 3476.194092
	Iteration 26Q: 3 clusters Score -5490780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5490785.000000 Penalty: 3476.194092
	Iteration 27Q: 3 clusters Score -5490785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5490790.000000 Penalty: 3476.194092
	Iteration 28Q: 3 clusters Score -5490790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5490787.500000 Penalty: 3476.194092
	Iteration 29Q: 3 clusters Score -5490788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5490794.000000 Penalty: 3476.194092
	Iteration 30Q: 3 clusters Score -5490794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5490812.500000 Penalty: 3476.194092
	Iteration 31Q: 3 clusters Score -5490812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5490817.500000 Penalty: 3476.194092
	Iteration 32Q: 3 clusters Score -5490818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5490823.500000 Penalty: 3476.194092
	Iteration 33Q: 3 clusters Score -5490824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5490831.000000 Penalty: 3476.194092
	Iteration 34Q: 3 clusters Score -5490831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5490829.000000 Penalty: 3476.194092
	Iteration 35Q: 3 clusters Score -5490829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5490834.000000 Penalty: 3476.194092
	Iteration 36Q: 3 clusters Score -5490834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5490845.000000 Penalty: 3476.194092
	Iteration 37Q: 3 clusters Score -5490845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5490844.000000 Penalty: 3476.194092
	Iteration 38Q: 3 clusters Score -5490844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5490849.000000 Penalty: 3476.194092
	Iteration 39Q: 3 clusters Score -5490849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5490857.500000 Penalty: 3476.194092
	Iteration 40F: 3 clusters Score -5490858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5490859.500000 Penalty: 3476.194092
	Iteration 41Q: 3 clusters Score -5490860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5490858.500000 Penalty: 3476.194092
	Iteration 42Q: 3 clusters Score -5490858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5490862.500000 Penalty: 3476.194092
	Iteration 43Q: 3 clusters Score -5490862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5490869.500000 Penalty: 3476.194092
	Iteration 44Q: 3 clusters Score -5490870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5490868.500000 Penalty: 3476.194092
	Iteration 45Q: 3 clusters Score -5490868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5490873.000000 Penalty: 3476.194092
	Iteration 46Q: 3 clusters Score -5490873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5490870.000000 Penalty: 3476.194092
	Iteration 47Q: 3 clusters Score -5490870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5490872.500000 Penalty: 3476.194092
	Iteration 48Q: 3 clusters Score -5490872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5490873.000000 Penalty: 3476.194092
	Iteration 49Q: 3 clusters Score -5490873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5490872.500000 Penalty: 3476.194092
	Iteration 50Q: 3 clusters Score -5490872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5490873.000000 Penalty: 3476.194092
	Iteration 51Q: 3 clusters Score -5490873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5490873.000000 Penalty: 3476.194092
	Iteration 52Q: 3 clusters Score -5490873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5490869.000000 Penalty: 3476.194092
	Iteration 53Q: 3 clusters Score -5490869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5490869.500000 Penalty: 3476.194092
	Iteration 54Q: 3 clusters Score -5490870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5490867.000000 Penalty: 3476.194092
	Iteration 55Q: 3 clusters Score -5490867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5490874.500000 Penalty: 3476.194092
	Iteration 56Q: 3 clusters Score -5490874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5490874.500000 Penalty: 3476.194092
	Iteration 57F: 3 clusters Score -5490874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (75066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75066 members 
Entering Unmasked Estep 
Score: -9289400.000000 Penalty: 1824.244995
	Iteration 0F: 2 clusters Score -9289400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -9240480.000000 Penalty: 3648.489990
	Iteration 0F: 3 clusters Score -9240480 nChanged 35731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -9261496.000000 Penalty: 3648.489990
	Iteration 1F: 3 clusters Score -9261496 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -9262248.000000 Penalty: 3648.489990
	Iteration 2Q: 3 clusters Score -9262248 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -9263118.000000 Penalty: 3648.489990
	Iteration 3Q: 3 clusters Score -9263118 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -9264428.000000 Penalty: 3648.489990
	Iteration 4Q: 3 clusters Score -9264428 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -9266416.000000 Penalty: 3648.489990
	Iteration 5F: 3 clusters Score -9266416 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -9269500.000000 Penalty: 3648.489990
	Iteration 6F: 3 clusters Score -9269500 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -9273613.000000 Penalty: 3648.489990
	Iteration 7F: 3 clusters Score -9273613 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -9277706.000000 Penalty: 3648.489990
	Iteration 8F: 3 clusters Score -9277706 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -9280597.000000 Penalty: 3648.489990
	Iteration 9F: 3 clusters Score -9280597 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -9282071.000000 Penalty: 3648.489990
	Iteration 10Q: 3 clusters Score -9282071 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -9282926.000000 Penalty: 3648.489990
	Iteration 11Q: 3 clusters Score -9282926 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -9283474.000000 Penalty: 3648.489990
	Iteration 12Q: 3 clusters Score -9283474 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62259 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -9284011.000000 Penalty: 3648.489990
	Iteration 13Q: 3 clusters Score -9284011 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -9284464.000000 Penalty: 3648.489990
	Iteration 14Q: 3 clusters Score -9284464 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -9284855.000000 Penalty: 3648.489990
	Iteration 15Q: 3 clusters Score -9284855 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -9285200.000000 Penalty: 3648.489990
	Iteration 16Q: 3 clusters Score -9285200 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -9285446.000000 Penalty: 3648.489990
	Iteration 17Q: 3 clusters Score -9285446 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64629 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -9285627.000000 Penalty: 3648.489990
	Iteration 18Q: 3 clusters Score -9285627 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -9285742.000000 Penalty: 3648.489990
	Iteration 19Q: 3 clusters Score -9285742 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -9285848.000000 Penalty: 3648.489990
	Iteration 20F: 3 clusters Score -9285848 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -9285952.000000 Penalty: 3648.489990
	Iteration 21Q: 3 clusters Score -9285952 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -9286040.000000 Penalty: 3648.489990
	Iteration 22Q: 3 clusters Score -9286040 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -9286108.000000 Penalty: 3648.489990
	Iteration 23Q: 3 clusters Score -9286108 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66011 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -9286148.000000 Penalty: 3648.489990
	Iteration 24Q: 3 clusters Score -9286148 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66188 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -9286233.000000 Penalty: 3648.489990
	Iteration 25Q: 3 clusters Score -9286233 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66358 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -9286311.000000 Penalty: 3648.489990
	Iteration 26Q: 3 clusters Score -9286311 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66508 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -9286357.000000 Penalty: 3648.489990
	Iteration 27Q: 3 clusters Score -9286357 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66663 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -9286426.000000 Penalty: 3648.489990
	Iteration 28Q: 3 clusters Score -9286426 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66806 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -9286468.000000 Penalty: 3648.489990
	Iteration 29Q: 3 clusters Score -9286468 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66936 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -9286521.000000 Penalty: 3648.489990
	Iteration 30Q: 3 clusters Score -9286521 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -9286578.000000 Penalty: 3648.489990
	Iteration 31Q: 3 clusters Score -9286578 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -9286598.000000 Penalty: 3648.489990
	Iteration 32Q: 3 clusters Score -9286598 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67302 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -9286618.000000 Penalty: 3648.489990
	Iteration 33Q: 3 clusters Score -9286618 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67405 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -9286667.000000 Penalty: 3648.489990
	Iteration 34Q: 3 clusters Score -9286667 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -9286689.000000 Penalty: 3648.489990
	Iteration 35Q: 3 clusters Score -9286689 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67615 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -9286736.000000 Penalty: 3648.489990
	Iteration 36Q: 3 clusters Score -9286736 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67701 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -9286753.000000 Penalty: 3648.489990
	Iteration 37Q: 3 clusters Score -9286753 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67796 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -9286789.000000 Penalty: 3648.489990
	Iteration 38Q: 3 clusters Score -9286789 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -9286827.000000 Penalty: 3648.489990
	Iteration 39Q: 3 clusters Score -9286827 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68007 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -9286843.000000 Penalty: 3648.489990
	Iteration 40F: 3 clusters Score -9286843 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -9286865.000000 Penalty: 3648.489990
	Iteration 41Q: 3 clusters Score -9286865 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68216 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -9286906.000000 Penalty: 3648.489990
	Iteration 42Q: 3 clusters Score -9286906 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68326 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -9286930.000000 Penalty: 3648.489990
	Iteration 43Q: 3 clusters Score -9286930 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68429 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -9286930.000000 Penalty: 3648.489990
	Iteration 44Q: 3 clusters Score -9286930 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -9286934.000000 Penalty: 3648.489990
	Iteration 45Q: 3 clusters Score -9286934 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -9286952.000000 Penalty: 3648.489990
	Iteration 46Q: 3 clusters Score -9286952 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -9286972.000000 Penalty: 3648.489990
	Iteration 47Q: 3 clusters Score -9286972 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68825 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -9287009.000000 Penalty: 3648.489990
	Iteration 48Q: 3 clusters Score -9287009 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68929 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -9287018.000000 Penalty: 3648.489990
	Iteration 49Q: 3 clusters Score -9287018 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69021 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -9287051.000000 Penalty: 3648.489990
	Iteration 50Q: 3 clusters Score -9287051 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69102 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -9287052.000000 Penalty: 3648.489990
	Iteration 51Q: 3 clusters Score -9287052 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69192 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -9287076.000000 Penalty: 3648.489990
	Iteration 52Q: 3 clusters Score -9287076 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69287 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -9287096.000000 Penalty: 3648.489990
	Iteration 53Q: 3 clusters Score -9287096 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -9287107.000000 Penalty: 3648.489990
	Iteration 54Q: 3 clusters Score -9287107 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69492 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -9287092.000000 Penalty: 3648.489990
	Iteration 55Q: 3 clusters Score -9287092 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -9287091.000000 Penalty: 3648.489990
	Iteration 56Q: 3 clusters Score -9287091 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69672 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -9287109.000000 Penalty: 3648.489990
	Iteration 57Q: 3 clusters Score -9287109 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -9287150.000000 Penalty: 3648.489990
	Iteration 58Q: 3 clusters Score -9287150 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -9287172.000000 Penalty: 3648.489990
	Iteration 59Q: 3 clusters Score -9287172 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69959 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -9287177.000000 Penalty: 3648.489990
	Iteration 60F: 3 clusters Score -9287177 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70059 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -9287201.000000 Penalty: 3648.489990
	Iteration 61Q: 3 clusters Score -9287201 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70141 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -9287206.000000 Penalty: 3648.489990
	Iteration 62Q: 3 clusters Score -9287206 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -9287220.000000 Penalty: 3648.489990
	Iteration 63Q: 3 clusters Score -9287220 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -9287231.000000 Penalty: 3648.489990
	Iteration 64Q: 3 clusters Score -9287231 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70419 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -9287263.000000 Penalty: 3648.489990
	Iteration 65Q: 3 clusters Score -9287263 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -9287276.000000 Penalty: 3648.489990
	Iteration 66Q: 3 clusters Score -9287276 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70558 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -9287305.000000 Penalty: 3648.489990
	Iteration 67Q: 3 clusters Score -9287305 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70615 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -9287309.000000 Penalty: 3648.489990
	Iteration 68Q: 3 clusters Score -9287309 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70662 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -9287312.000000 Penalty: 3648.489990
	Iteration 69Q: 3 clusters Score -9287312 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -9287321.000000 Penalty: 3648.489990
	Iteration 70Q: 3 clusters Score -9287321 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70784 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -9287347.000000 Penalty: 3648.489990
	Iteration 71Q: 3 clusters Score -9287347 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -9287360.000000 Penalty: 3648.489990
	Iteration 72Q: 3 clusters Score -9287360 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -9287372.000000 Penalty: 3648.489990
	Iteration 73Q: 3 clusters Score -9287372 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -9287397.000000 Penalty: 3648.489990
	Iteration 74Q: 3 clusters Score -9287397 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71022 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -9287406.000000 Penalty: 3648.489990
	Iteration 75Q: 3 clusters Score -9287406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -9287405.000000 Penalty: 3648.489990
	Iteration 76Q: 3 clusters Score -9287405 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -9287441.000000 Penalty: 3648.489990
	Iteration 77Q: 3 clusters Score -9287441 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71222 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -9287451.000000 Penalty: 3648.489990
	Iteration 78Q: 3 clusters Score -9287451 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -9287463.000000 Penalty: 3648.489990
	Iteration 79Q: 3 clusters Score -9287463 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71353 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -9287473.000000 Penalty: 3648.489990
	Iteration 80F: 3 clusters Score -9287473 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71400 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -9287470.000000 Penalty: 3648.489990
	Iteration 81Q: 3 clusters Score -9287470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71452 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -9287501.000000 Penalty: 3648.489990
	Iteration 82Q: 3 clusters Score -9287501 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -9287497.000000 Penalty: 3648.489990
	Iteration 83Q: 3 clusters Score -9287497 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71550 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9287521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71592 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9287526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71625 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9287519 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71649 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9287527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71673 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9287532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71705 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -9287528.000000 Penalty: 3648.489990
	Iteration 89Q: 3 clusters Score -9287528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9287536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71771 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -9287542.000000 Penalty: 3648.489990
	Iteration 91Q: 3 clusters Score -9287542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71801 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -9287560.000000 Penalty: 3648.489990
	Iteration 92Q: 3 clusters Score -9287560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71824 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -9287564.000000 Penalty: 3648.489990
	Iteration 93Q: 3 clusters Score -9287564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71852 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -9287564.000000 Penalty: 3648.489990
	Iteration 94Q: 3 clusters Score -9287564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71884 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -9287573.000000 Penalty: 3648.489990
	Iteration 95Q: 3 clusters Score -9287573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -9287590.000000 Penalty: 3648.489990
	Iteration 96Q: 3 clusters Score -9287590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71940 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -9287593.000000 Penalty: 3648.489990
	Iteration 97Q: 3 clusters Score -9287593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71975 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -9287582.000000 Penalty: 3648.489990
	Iteration 98Q: 3 clusters Score -9287582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72014 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -9287597.000000 Penalty: 3648.489990
	Iteration 99Q: 3 clusters Score -9287597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72048 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -9287575.000000 Penalty: 3648.489990
	Iteration 100F: 3 clusters Score -9287575 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72085 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -9287601.000000 Penalty: 3648.489990
	Iteration 101Q: 3 clusters Score -9287601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -9287608.000000 Penalty: 3648.489990
	Iteration 102Q: 3 clusters Score -9287608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72155 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -9287628.000000 Penalty: 3648.489990
	Iteration 103Q: 3 clusters Score -9287628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72198 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -9287628.000000 Penalty: 3648.489990
	Iteration 104Q: 3 clusters Score -9287628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72242 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -9287637.000000 Penalty: 3648.489990
	Iteration 105Q: 3 clusters Score -9287637 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -9287661.000000 Penalty: 3648.489990
	Iteration 106Q: 3 clusters Score -9287661 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -9287673.000000 Penalty: 3648.489990
	Iteration 107Q: 3 clusters Score -9287673 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72393 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -9287684.000000 Penalty: 3648.489990
	Iteration 108Q: 3 clusters Score -9287684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -9287702.000000 Penalty: 3648.489990
	Iteration 109Q: 3 clusters Score -9287702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -9287697.000000 Penalty: 3648.489990
	Iteration 110Q: 3 clusters Score -9287697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72503 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -9287705.000000 Penalty: 3648.489990
	Iteration 111Q: 3 clusters Score -9287705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -9287714.000000 Penalty: 3648.489990
	Iteration 112Q: 3 clusters Score -9287714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -9287726.000000 Penalty: 3648.489990
	Iteration 113Q: 3 clusters Score -9287726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72619 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -9287734.000000 Penalty: 3648.489990
	Iteration 114Q: 3 clusters Score -9287734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72661 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9287737 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72710 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -9287746.000000 Penalty: 3648.489990
	Iteration 116Q: 3 clusters Score -9287746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72757 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -9287756.000000 Penalty: 3648.489990
	Iteration 117Q: 3 clusters Score -9287756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72801 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -9287782.000000 Penalty: 3648.489990
	Iteration 118Q: 3 clusters Score -9287782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -9287797.000000 Penalty: 3648.489990
	Iteration 119Q: 3 clusters Score -9287797 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72878 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -9287797.000000 Penalty: 3648.489990
	Iteration 120F: 3 clusters Score -9287797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -9287801.000000 Penalty: 3648.489990
	Iteration 121Q: 3 clusters Score -9287801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72929 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9287812.000000 Penalty: 3648.489990
	Iteration 122Q: 3 clusters Score -9287812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72944 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9287817.000000 Penalty: 3648.489990
	Iteration 123Q: 3 clusters Score -9287817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -9287818.000000 Penalty: 3648.489990
	Iteration 124Q: 3 clusters Score -9287818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9287832.000000 Penalty: 3648.489990
	Iteration 125Q: 3 clusters Score -9287832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72994 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9287826.000000 Penalty: 3648.489990
	Iteration 126Q: 3 clusters Score -9287826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73006 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -9287833.000000 Penalty: 3648.489990
	Iteration 127Q: 3 clusters Score -9287833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73025 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -9287844.000000 Penalty: 3648.489990
	Iteration 128Q: 3 clusters Score -9287844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73041 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -9287852.000000 Penalty: 3648.489990
	Iteration 129Q: 3 clusters Score -9287852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73055 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -9287852.000000 Penalty: 3648.489990
	Iteration 130Q: 3 clusters Score -9287852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73068 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -9287855.000000 Penalty: 3648.489990
	Iteration 131Q: 3 clusters Score -9287855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73079 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -9287858.000000 Penalty: 3648.489990
	Iteration 132Q: 3 clusters Score -9287858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73091 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -9287864.000000 Penalty: 3648.489990
	Iteration 133Q: 3 clusters Score -9287864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9287862.000000 Penalty: 3648.489990
	Iteration 134Q: 3 clusters Score -9287862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73112 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -9287867.000000 Penalty: 3648.489990
	Iteration 135Q: 3 clusters Score -9287867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -9287868.000000 Penalty: 3648.489990
	Iteration 136Q: 3 clusters Score -9287868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73129 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -9287877.000000 Penalty: 3648.489990
	Iteration 137Q: 3 clusters Score -9287877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9287876.000000 Penalty: 3648.489990
	Iteration 138Q: 3 clusters Score -9287876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73141 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9287879.000000 Penalty: 3648.489990
	Iteration 139Q: 3 clusters Score -9287879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73145 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9287882.000000 Penalty: 3648.489990
	Iteration 140F: 3 clusters Score -9287882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9287879.000000 Penalty: 3648.489990
	Iteration 141Q: 3 clusters Score -9287879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9287888.000000 Penalty: 3648.489990
	Iteration 142Q: 3 clusters Score -9287888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9287881.000000 Penalty: 3648.489990
	Iteration 143Q: 3 clusters Score -9287881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73172 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -9287883.000000 Penalty: 3648.489990
	Iteration 144Q: 3 clusters Score -9287883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73184 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -9287881.000000 Penalty: 3648.489990
	Iteration 145Q: 3 clusters Score -9287881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73190 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -9287880.000000 Penalty: 3648.489990
	Iteration 146Q: 3 clusters Score -9287880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73198 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9287893.000000 Penalty: 3648.489990
	Iteration 147Q: 3 clusters Score -9287893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -9287881.000000 Penalty: 3648.489990
	Iteration 148Q: 3 clusters Score -9287881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73214 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9287877.000000 Penalty: 3648.489990
	Iteration 149Q: 3 clusters Score -9287877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -9287884.000000 Penalty: 3648.489990
	Iteration 150Q: 3 clusters Score -9287884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -9287884.000000 Penalty: 3648.489990
	Iteration 151Q: 3 clusters Score -9287884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -9287893.000000 Penalty: 3648.489990
	Iteration 152Q: 3 clusters Score -9287893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73261 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -9287893.000000 Penalty: 3648.489990
	Iteration 153Q: 3 clusters Score -9287893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -9287897.000000 Penalty: 3648.489990
	Iteration 154Q: 3 clusters Score -9287897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9287914.000000 Penalty: 3648.489990
	Iteration 155Q: 3 clusters Score -9287914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -9287912.000000 Penalty: 3648.489990
	Iteration 156Q: 3 clusters Score -9287912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73312 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -9287906.000000 Penalty: 3648.489990
	Iteration 157Q: 3 clusters Score -9287906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73322 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -9287908.000000 Penalty: 3648.489990
	Iteration 158Q: 3 clusters Score -9287908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -9287898.000000 Penalty: 3648.489990
	Iteration 159Q: 3 clusters Score -9287898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -9287905.000000 Penalty: 3648.489990
	Iteration 160F: 3 clusters Score -9287905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73336 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -9287911.000000 Penalty: 3648.489990
	Iteration 161Q: 3 clusters Score -9287911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -9287904.000000 Penalty: 3648.489990
	Iteration 162Q: 3 clusters Score -9287904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9287907.000000 Penalty: 3648.489990
	Iteration 163Q: 3 clusters Score -9287907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9287913.000000 Penalty: 3648.489990
	Iteration 164Q: 3 clusters Score -9287913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
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	Iteration 165F: 3 clusters Score -9287913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12091 members 
Entering Unmasked Estep 
Score: -1532759.750000 Penalty: 1527.535278
	Iteration 0F: 2 clusters Score -1532760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1524236.250000 Penalty: 3055.070557
	Iteration 0F: 3 clusters Score -1524236 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1527117.750000 Penalty: 3055.070557
	Iteration 1F: 3 clusters Score -1527118 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1527371.875000 Penalty: 3055.070557
	Iteration 2F: 3 clusters Score -1527372 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1527555.875000 Penalty: 3055.070557
	Iteration 3Q: 3 clusters Score -1527556 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1527737.000000 Penalty: 3055.070557
	Iteration 4Q: 3 clusters Score -1527737 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1527943.375000 Penalty: 3055.070557
	Iteration 5Q: 3 clusters Score -1527943 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1528214.375000 Penalty: 3055.070557
	Iteration 6Q: 3 clusters Score -1528214 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1528527.125000 Penalty: 3055.070557
	Iteration 7Q: 3 clusters Score -1528527 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1528908.750000 Penalty: 3055.070557
	Iteration 8Q: 3 clusters Score -1528909 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1529398.750000 Penalty: 3055.070557
	Iteration 9Q: 3 clusters Score -1529399 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1529931.375000 Penalty: 3055.070557
	Iteration 10Q: 3 clusters Score -1529931 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1530325.625000 Penalty: 3055.070557
	Iteration 11Q: 3 clusters Score -1530326 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1530606.375000 Penalty: 3055.070557
	Iteration 12Q: 3 clusters Score -1530606 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1530791.750000 Penalty: 3055.070557
	Iteration 13Q: 3 clusters Score -1530792 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1530918.875000 Penalty: 3055.070557
	Iteration 14Q: 3 clusters Score -1530919 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1531017.125000 Penalty: 3055.070557
	Iteration 15Q: 3 clusters Score -1531017 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1531093.125000 Penalty: 3055.070557
	Iteration 16Q: 3 clusters Score -1531093 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1531122.000000 Penalty: 3055.070557
	Iteration 17Q: 3 clusters Score -1531122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1531164.250000 Penalty: 3055.070557
	Iteration 18Q: 3 clusters Score -1531164 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1531210.500000 Penalty: 3055.070557
	Iteration 19Q: 3 clusters Score -1531210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1531252.125000 Penalty: 3055.070557
	Iteration 20F: 3 clusters Score -1531252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1531274.750000 Penalty: 3055.070557
	Iteration 21Q: 3 clusters Score -1531275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1531289.500000 Penalty: 3055.070557
	Iteration 22Q: 3 clusters Score -1531290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1531297.500000 Penalty: 3055.070557
	Iteration 23Q: 3 clusters Score -1531298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1531304.125000 Penalty: 3055.070557
	Iteration 24Q: 3 clusters Score -1531304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1531312.250000 Penalty: 3055.070557
	Iteration 25Q: 3 clusters Score -1531312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1531323.375000 Penalty: 3055.070557
	Iteration 26Q: 3 clusters Score -1531323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1531330.125000 Penalty: 3055.070557
	Iteration 27Q: 3 clusters Score -1531330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1531343.500000 Penalty: 3055.070557
	Iteration 28Q: 3 clusters Score -1531344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1531362.750000 Penalty: 3055.070557
	Iteration 29Q: 3 clusters Score -1531363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1531369.625000 Penalty: 3055.070557
	Iteration 30Q: 3 clusters Score -1531370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1531372.875000 Penalty: 3055.070557
	Iteration 31Q: 3 clusters Score -1531373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1531377.125000 Penalty: 3055.070557
	Iteration 32Q: 3 clusters Score -1531377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1531382.500000 Penalty: 3055.070557
	Iteration 33Q: 3 clusters Score -1531382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1531384.625000 Penalty: 3055.070557
	Iteration 34Q: 3 clusters Score -1531385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1531386.625000 Penalty: 3055.070557
	Iteration 35Q: 3 clusters Score -1531387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1531386.500000 Penalty: 3055.070557
	Iteration 36Q: 3 clusters Score -1531386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1531388.625000 Penalty: 3055.070557
	Iteration 37Q: 3 clusters Score -1531389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1531391.250000 Penalty: 3055.070557
	Iteration 38Q: 3 clusters Score -1531391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1531392.500000 Penalty: 3055.070557
	Iteration 39Q: 3 clusters Score -1531392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1531395.125000 Penalty: 3055.070557
	Iteration 40F: 3 clusters Score -1531395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1531396.250000 Penalty: 3055.070557
	Iteration 41Q: 3 clusters Score -1531396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1531395.875000 Penalty: 3055.070557
	Iteration 42Q: 3 clusters Score -1531396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1531395.875000 Penalty: 3055.070557
	Iteration 43F: 3 clusters Score -1531396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (71109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Entering Unmasked Estep 
Score: -8860465.000000 Penalty: 1815.445068
	Iteration 0F: 2 clusters Score -8860465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -8814343.000000 Penalty: 3630.890137
	Iteration 0F: 3 clusters Score -8814343 nChanged 33625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -8833605.000000 Penalty: 3630.890137
	Iteration 1F: 3 clusters Score -8833605 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -8834148.000000 Penalty: 3630.890137
	Iteration 2Q: 3 clusters Score -8834148 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -8834836.000000 Penalty: 3630.890137
	Iteration 3Q: 3 clusters Score -8834836 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -8835824.000000 Penalty: 3630.890137
	Iteration 4Q: 3 clusters Score -8835824 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -8837246.000000 Penalty: 3630.890137
	Iteration 5Q: 3 clusters Score -8837246 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -8839455.000000 Penalty: 3630.890137
	Iteration 6F: 3 clusters Score -8839455 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -8842757.000000 Penalty: 3630.890137
	Iteration 7F: 3 clusters Score -8842757 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -8846521.000000 Penalty: 3630.890137
	Iteration 8F: 3 clusters Score -8846521 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -8849156.000000 Penalty: 3630.890137
	Iteration 9F: 3 clusters Score -8849156 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -8850237.000000 Penalty: 3630.890137
	Iteration 10Q: 3 clusters Score -8850237 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -8850733.000000 Penalty: 3630.890137
	Iteration 11Q: 3 clusters Score -8850733 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -8851129.000000 Penalty: 3630.890137
	Iteration 12Q: 3 clusters Score -8851129 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -8851478.000000 Penalty: 3630.890137
	Iteration 13Q: 3 clusters Score -8851478 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -8851855.000000 Penalty: 3630.890137
	Iteration 14Q: 3 clusters Score -8851855 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -8852199.000000 Penalty: 3630.890137
	Iteration 15Q: 3 clusters Score -8852199 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -8852506.000000 Penalty: 3630.890137
	Iteration 16Q: 3 clusters Score -8852506 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -8852888.000000 Penalty: 3630.890137
	Iteration 17Q: 3 clusters Score -8852888 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -8853242.000000 Penalty: 3630.890137
	Iteration 18Q: 3 clusters Score -8853242 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -8853532.000000 Penalty: 3630.890137
	Iteration 19Q: 3 clusters Score -8853532 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -8853818.000000 Penalty: 3630.890137
	Iteration 20F: 3 clusters Score -8853818 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -8854163.000000 Penalty: 3630.890137
	Iteration 21Q: 3 clusters Score -8854163 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -8854503.000000 Penalty: 3630.890137
	Iteration 22Q: 3 clusters Score -8854503 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -8854834.000000 Penalty: 3630.890137
	Iteration 23Q: 3 clusters Score -8854834 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -8855166.000000 Penalty: 3630.890137
	Iteration 24Q: 3 clusters Score -8855166 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -8855482.000000 Penalty: 3630.890137
	Iteration 25Q: 3 clusters Score -8855482 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -8855754.000000 Penalty: 3630.890137
	Iteration 26Q: 3 clusters Score -8855754 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -8856019.000000 Penalty: 3630.890137
	Iteration 27Q: 3 clusters Score -8856019 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -8856279.000000 Penalty: 3630.890137
	Iteration 28Q: 3 clusters Score -8856279 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -8856472.000000 Penalty: 3630.890137
	Iteration 29Q: 3 clusters Score -8856472 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -8856685.000000 Penalty: 3630.890137
	Iteration 30Q: 3 clusters Score -8856685 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -8856925.000000 Penalty: 3630.890137
	Iteration 31Q: 3 clusters Score -8856925 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -8857105.000000 Penalty: 3630.890137
	Iteration 32Q: 3 clusters Score -8857105 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -8857333.000000 Penalty: 3630.890137
	Iteration 33Q: 3 clusters Score -8857333 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65025 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -8857528.000000 Penalty: 3630.890137
	Iteration 34Q: 3 clusters Score -8857528 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -8857677.000000 Penalty: 3630.890137
	Iteration 35Q: 3 clusters Score -8857677 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -8857826.000000 Penalty: 3630.890137
	Iteration 36Q: 3 clusters Score -8857826 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66559 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -8857955.000000 Penalty: 3630.890137
	Iteration 37Q: 3 clusters Score -8857955 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66958 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -8858110.000000 Penalty: 3630.890137
	Iteration 38Q: 3 clusters Score -8858110 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67334 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -8858194.000000 Penalty: 3630.890137
	Iteration 39Q: 3 clusters Score -8858194 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67665 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -8858263.000000 Penalty: 3630.890137
	Iteration 40F: 3 clusters Score -8858263 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -8858363.000000 Penalty: 3630.890137
	Iteration 41Q: 3 clusters Score -8858363 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68261 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -8858456.000000 Penalty: 3630.890137
	Iteration 42Q: 3 clusters Score -8858456 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -8858571.000000 Penalty: 3630.890137
	Iteration 43Q: 3 clusters Score -8858571 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68800 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -8858668.000000 Penalty: 3630.890137
	Iteration 44Q: 3 clusters Score -8858668 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69032 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -8858789.000000 Penalty: 3630.890137
	Iteration 45Q: 3 clusters Score -8858789 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8858861.000000 Penalty: 3630.890137
	Iteration 46Q: 3 clusters Score -8858861 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8858896.000000 Penalty: 3630.890137
	Iteration 47Q: 3 clusters Score -8858896 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69549 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8858909.000000 Penalty: 3630.890137
	Iteration 48Q: 3 clusters Score -8858909 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8858950.000000 Penalty: 3630.890137
	Iteration 49Q: 3 clusters Score -8858950 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8858991.000000 Penalty: 3630.890137
	Iteration 50Q: 3 clusters Score -8858991 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8859014.000000 Penalty: 3630.890137
	Iteration 51Q: 3 clusters Score -8859014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69989 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8859032.000000 Penalty: 3630.890137
	Iteration 52Q: 3 clusters Score -8859032 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70056 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8859040.000000 Penalty: 3630.890137
	Iteration 53Q: 3 clusters Score -8859040 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70115 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8859047.000000 Penalty: 3630.890137
	Iteration 54Q: 3 clusters Score -8859047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70161 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8859060.000000 Penalty: 3630.890137
	Iteration 55Q: 3 clusters Score -8859060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8859064.000000 Penalty: 3630.890137
	Iteration 56Q: 3 clusters Score -8859064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70228 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8859068.000000 Penalty: 3630.890137
	Iteration 57Q: 3 clusters Score -8859068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8859068.000000 Penalty: 3630.890137
	Iteration 58Q: 3 clusters Score -8859068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8859067.000000 Penalty: 3630.890137
	Iteration 59Q: 3 clusters Score -8859067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70283 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8859070.000000 Penalty: 3630.890137
	Iteration 60F: 3 clusters Score -8859070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8859062.000000 Penalty: 3630.890137
	Iteration 61Q: 3 clusters Score -8859062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8859065.000000 Penalty: 3630.890137
	Iteration 62Q: 3 clusters Score -8859065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70314 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8859053.000000 Penalty: 3630.890137
	Iteration 63Q: 3 clusters Score -8859053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70327 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8859060.000000 Penalty: 3630.890137
	Iteration 64Q: 3 clusters Score -8859060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8859066.000000 Penalty: 3630.890137
	Iteration 65Q: 3 clusters Score -8859066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8859065.000000 Penalty: 3630.890137
	Iteration 66Q: 3 clusters Score -8859065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70349 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8859063.000000 Penalty: 3630.890137
	Iteration 67Q: 3 clusters Score -8859063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70359 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8859060.000000 Penalty: 3630.890137
	Iteration 68Q: 3 clusters Score -8859060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8859049.000000 Penalty: 3630.890137
	Iteration 69Q: 3 clusters Score -8859049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70375 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8859051.000000 Penalty: 3630.890137
	Iteration 70Q: 3 clusters Score -8859051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70386 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8859066.000000 Penalty: 3630.890137
	Iteration 71Q: 3 clusters Score -8859066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70398 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8859063.000000 Penalty: 3630.890137
	Iteration 72Q: 3 clusters Score -8859063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8859069.000000 Penalty: 3630.890137
	Iteration 73Q: 3 clusters Score -8859069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70414 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8859066.000000 Penalty: 3630.890137
	Iteration 74Q: 3 clusters Score -8859066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8859077.000000 Penalty: 3630.890137
	Iteration 75Q: 3 clusters Score -8859077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70427 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8859073.000000 Penalty: 3630.890137
	Iteration 76Q: 3 clusters Score -8859073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70429 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8859079.000000 Penalty: 3630.890137
	Iteration 77Q: 3 clusters Score -8859079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70434 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8859080.000000 Penalty: 3630.890137
	Iteration 78Q: 3 clusters Score -8859080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70435 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8859074.000000 Penalty: 3630.890137
	Iteration 79Q: 3 clusters Score -8859074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70437 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8859078.000000 Penalty: 3630.890137
	Iteration 80F: 3 clusters Score -8859078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70440 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8859072.000000 Penalty: 3630.890137
	Iteration 81Q: 3 clusters Score -8859072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70445 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8859082.000000 Penalty: 3630.890137
	Iteration 82Q: 3 clusters Score -8859082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8859080.000000 Penalty: 3630.890137
	Iteration 83Q: 3 clusters Score -8859080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8859080.000000 Penalty: 3630.890137
	Iteration 84F: 3 clusters Score -8859080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Entering Unmasked Estep 
Score: -4715859.000000 Penalty: 1713.198364
	Iteration 0F: 2 clusters Score -4715859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -4690375.000000 Penalty: 3426.396729
	Iteration 0F: 3 clusters Score -4690375 nChanged 17575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -4700329.000000 Penalty: 3426.396729
	Iteration 1F: 3 clusters Score -4700329 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -4700934.500000 Penalty: 3426.396729
	Iteration 2Q: 3 clusters Score -4700934 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -4701670.500000 Penalty: 3426.396729
	Iteration 3Q: 3 clusters Score -4701670 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -4702543.500000 Penalty: 3426.396729
	Iteration 4F: 3 clusters Score -4702544 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -4703681.500000 Penalty: 3426.396729
	Iteration 5F: 3 clusters Score -4703682 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -4705111.000000 Penalty: 3426.396729
	Iteration 6F: 3 clusters Score -4705111 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -4706882.000000 Penalty: 3426.396729
	Iteration 7F: 3 clusters Score -4706882 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -4708744.500000 Penalty: 3426.396729
	Iteration 8F: 3 clusters Score -4708744 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -4710190.500000 Penalty: 3426.396729
	Iteration 9F: 3 clusters Score -4710190 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -4710970.500000 Penalty: 3426.396729
	Iteration 10Q: 3 clusters Score -4710970 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -4711369.000000 Penalty: 3426.396729
	Iteration 11Q: 3 clusters Score -4711369 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -4711647.500000 Penalty: 3426.396729
	Iteration 12Q: 3 clusters Score -4711648 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -4711929.500000 Penalty: 3426.396729
	Iteration 13Q: 3 clusters Score -4711930 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -4712145.500000 Penalty: 3426.396729
	Iteration 14Q: 3 clusters Score -4712146 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -4712372.000000 Penalty: 3426.396729
	Iteration 15Q: 3 clusters Score -4712372 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -4712615.000000 Penalty: 3426.396729
	Iteration 16Q: 3 clusters Score -4712615 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -4712775.500000 Penalty: 3426.396729
	Iteration 17Q: 3 clusters Score -4712776 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -4712948.000000 Penalty: 3426.396729
	Iteration 18Q: 3 clusters Score -4712948 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -4713077.500000 Penalty: 3426.396729
	Iteration 19Q: 3 clusters Score -4713078 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -4713216.500000 Penalty: 3426.396729
	Iteration 20F: 3 clusters Score -4713216 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -4713348.500000 Penalty: 3426.396729
	Iteration 21Q: 3 clusters Score -4713348 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -4713459.500000 Penalty: 3426.396729
	Iteration 22Q: 3 clusters Score -4713460 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -4713536.500000 Penalty: 3426.396729
	Iteration 23Q: 3 clusters Score -4713536 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4713626.500000 Penalty: 3426.396729
	Iteration 24Q: 3 clusters Score -4713626 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -4713694.500000 Penalty: 3426.396729
	Iteration 25Q: 3 clusters Score -4713694 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -4713810.500000 Penalty: 3426.396729
	Iteration 26Q: 3 clusters Score -4713810 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -4713863.000000 Penalty: 3426.396729
	Iteration 27Q: 3 clusters Score -4713863 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -4713948.000000 Penalty: 3426.396729
	Iteration 28Q: 3 clusters Score -4713948 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -4714016.000000 Penalty: 3426.396729
	Iteration 29Q: 3 clusters Score -4714016 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -4714104.000000 Penalty: 3426.396729
	Iteration 30Q: 3 clusters Score -4714104 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -4714166.000000 Penalty: 3426.396729
	Iteration 31Q: 3 clusters Score -4714166 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -4714232.000000 Penalty: 3426.396729
	Iteration 32Q: 3 clusters Score -4714232 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -4714294.500000 Penalty: 3426.396729
	Iteration 33Q: 3 clusters Score -4714294 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -4714346.000000 Penalty: 3426.396729
	Iteration 34Q: 3 clusters Score -4714346 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -4714366.000000 Penalty: 3426.396729
	Iteration 35Q: 3 clusters Score -4714366 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -4714391.000000 Penalty: 3426.396729
	Iteration 36Q: 3 clusters Score -4714391 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -4714409.500000 Penalty: 3426.396729
	Iteration 37Q: 3 clusters Score -4714410 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -4714447.500000 Penalty: 3426.396729
	Iteration 38Q: 3 clusters Score -4714448 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -4714464.500000 Penalty: 3426.396729
	Iteration 39Q: 3 clusters Score -4714464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -4714484.000000 Penalty: 3426.396729
	Iteration 40F: 3 clusters Score -4714484 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -4714496.000000 Penalty: 3426.396729
	Iteration 41Q: 3 clusters Score -4714496 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -4714511.500000 Penalty: 3426.396729
	Iteration 42Q: 3 clusters Score -4714512 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -4714518.000000 Penalty: 3426.396729
	Iteration 43Q: 3 clusters Score -4714518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -4714520.000000 Penalty: 3426.396729
	Iteration 44Q: 3 clusters Score -4714520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -4714543.000000 Penalty: 3426.396729
	Iteration 45Q: 3 clusters Score -4714543 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -4714545.000000 Penalty: 3426.396729
	Iteration 46Q: 3 clusters Score -4714545 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -4714558.000000 Penalty: 3426.396729
	Iteration 47Q: 3 clusters Score -4714558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -4714562.000000 Penalty: 3426.396729
	Iteration 48Q: 3 clusters Score -4714562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -4714562.000000 Penalty: 3426.396729
	Iteration 49Q: 3 clusters Score -4714562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -4714569.000000 Penalty: 3426.396729
	Iteration 50Q: 3 clusters Score -4714569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -4714582.000000 Penalty: 3426.396729
	Iteration 51Q: 3 clusters Score -4714582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -4714589.500000 Penalty: 3426.396729
	Iteration 52Q: 3 clusters Score -4714590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -4714596.000000 Penalty: 3426.396729
	Iteration 53Q: 3 clusters Score -4714596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -4714594.500000 Penalty: 3426.396729
	Iteration 54Q: 3 clusters Score -4714594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -4714592.500000 Penalty: 3426.396729
	Iteration 55Q: 3 clusters Score -4714592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -4714591.500000 Penalty: 3426.396729
	Iteration 56Q: 3 clusters Score -4714592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -4714597.500000 Penalty: 3426.396729
	Iteration 57Q: 3 clusters Score -4714598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -4714599.000000 Penalty: 3426.396729
	Iteration 58Q: 3 clusters Score -4714599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4714600.500000 Penalty: 3426.396729
	Iteration 59Q: 3 clusters Score -4714600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -4714597.500000 Penalty: 3426.396729
	Iteration 60F: 3 clusters Score -4714598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -4714601.000000 Penalty: 3426.396729
	Iteration 61Q: 3 clusters Score -4714601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -4714601.500000 Penalty: 3426.396729
	Iteration 62Q: 3 clusters Score -4714602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -4714599.500000 Penalty: 3426.396729
	Iteration 63Q: 3 clusters Score -4714600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -4714602.000000 Penalty: 3426.396729
	Iteration 64Q: 3 clusters Score -4714602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -4714604.500000 Penalty: 3426.396729
	Iteration 65Q: 3 clusters Score -4714604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -4714604.500000 Penalty: 3426.396729
	Iteration 66Q: 3 clusters Score -4714604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -4714607.500000 Penalty: 3426.396729
	Iteration 67Q: 3 clusters Score -4714608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -4714605.500000 Penalty: 3426.396729
	Iteration 68Q: 3 clusters Score -4714606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -4714604.500000 Penalty: 3426.396729
	Iteration 69Q: 3 clusters Score -4714604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -4714608.500000 Penalty: 3426.396729
	Iteration 70Q: 3 clusters Score -4714608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -4714608.000000 Penalty: 3426.396729
	Iteration 71Q: 3 clusters Score -4714608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -4714607.000000 Penalty: 3426.396729
	Iteration 72Q: 3 clusters Score -4714607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -4714610.000000 Penalty: 3426.396729
	Iteration 73Q: 3 clusters Score -4714610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -4714608.000000 Penalty: 3426.396729
	Iteration 74Q: 3 clusters Score -4714608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -4714612.000000 Penalty: 3426.396729
	Iteration 75Q: 3 clusters Score -4714612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -4714615.500000 Penalty: 3426.396729
	Iteration 76Q: 3 clusters Score -4714616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -4714621.000000 Penalty: 3426.396729
	Iteration 77Q: 3 clusters Score -4714621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -4714630.000000 Penalty: 3426.396729
	Iteration 78Q: 3 clusters Score -4714630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -4714634.000000 Penalty: 3426.396729
	Iteration 79Q: 3 clusters Score -4714634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -4714630.000000 Penalty: 3426.396729
	Iteration 80F: 3 clusters Score -4714630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -4714633.000000 Penalty: 3426.396729
	Iteration 81Q: 3 clusters Score -4714633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -4714629.000000 Penalty: 3426.396729
	Iteration 82Q: 3 clusters Score -4714629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -4714631.500000 Penalty: 3426.396729
	Iteration 83Q: 3 clusters Score -4714632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -4714630.000000 Penalty: 3426.396729
	Iteration 84Q: 3 clusters Score -4714630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -4714630.500000 Penalty: 3426.396729
	Iteration 85Q: 3 clusters Score -4714630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -4714630.500000 Penalty: 3426.396729
	Iteration 86Q: 3 clusters Score -4714630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -4714630.500000 Penalty: 3426.396729
	Iteration 87F: 3 clusters Score -4714630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Entering Unmasked Estep 
Score: -7178222.500000 Penalty: 1781.306396
	Iteration 0F: 2 clusters Score -7178222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -7140057.500000 Penalty: 3562.612793
	Iteration 0F: 3 clusters Score -7140058 nChanged 27132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -7155796.000000 Penalty: 3562.612793
	Iteration 1F: 3 clusters Score -7155796 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -7156647.000000 Penalty: 3562.612793
	Iteration 2Q: 3 clusters Score -7156647 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -7157720.500000 Penalty: 3562.612793
	Iteration 3Q: 3 clusters Score -7157720 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -7158992.500000 Penalty: 3562.612793
	Iteration 4Q: 3 clusters Score -7158992 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -7160530.000000 Penalty: 3562.612793
	Iteration 5Q: 3 clusters Score -7160530 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -7162528.500000 Penalty: 3562.612793
	Iteration 6F: 3 clusters Score -7162528 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -7164991.000000 Penalty: 3562.612793
	Iteration 7F: 3 clusters Score -7164991 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -7167441.500000 Penalty: 3562.612793
	Iteration 8F: 3 clusters Score -7167442 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -7168962.500000 Penalty: 3562.612793
	Iteration 9F: 3 clusters Score -7168962 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -7169719.500000 Penalty: 3562.612793
	Iteration 10Q: 3 clusters Score -7169720 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -7169985.500000 Penalty: 3562.612793
	Iteration 11Q: 3 clusters Score -7169986 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -7170221.500000 Penalty: 3562.612793
	Iteration 12Q: 3 clusters Score -7170222 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -7170401.500000 Penalty: 3562.612793
	Iteration 13Q: 3 clusters Score -7170402 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -7170573.000000 Penalty: 3562.612793
	Iteration 14Q: 3 clusters Score -7170573 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -7170699.000000 Penalty: 3562.612793
	Iteration 15Q: 3 clusters Score -7170699 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -7170849.000000 Penalty: 3562.612793
	Iteration 16Q: 3 clusters Score -7170849 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -7170988.000000 Penalty: 3562.612793
	Iteration 17Q: 3 clusters Score -7170988 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -7171101.500000 Penalty: 3562.612793
	Iteration 18Q: 3 clusters Score -7171102 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -7171185.500000 Penalty: 3562.612793
	Iteration 19Q: 3 clusters Score -7171186 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -7171262.000000 Penalty: 3562.612793
	Iteration 20F: 3 clusters Score -7171262 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -7171328.500000 Penalty: 3562.612793
	Iteration 21Q: 3 clusters Score -7171328 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -7171373.500000 Penalty: 3562.612793
	Iteration 22Q: 3 clusters Score -7171374 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -7171423.500000 Penalty: 3562.612793
	Iteration 23Q: 3 clusters Score -7171424 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -7171465.500000 Penalty: 3562.612793
	Iteration 24Q: 3 clusters Score -7171466 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -7171542.000000 Penalty: 3562.612793
	Iteration 25Q: 3 clusters Score -7171542 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -7171572.500000 Penalty: 3562.612793
	Iteration 26Q: 3 clusters Score -7171572 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -7171607.000000 Penalty: 3562.612793
	Iteration 27Q: 3 clusters Score -7171607 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -7171624.000000 Penalty: 3562.612793
	Iteration 28Q: 3 clusters Score -7171624 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -7171686.500000 Penalty: 3562.612793
	Iteration 29Q: 3 clusters Score -7171686 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -7171749.500000 Penalty: 3562.612793
	Iteration 30Q: 3 clusters Score -7171750 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -7171754.000000 Penalty: 3562.612793
	Iteration 31Q: 3 clusters Score -7171754 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -7171756.000000 Penalty: 3562.612793
	Iteration 32Q: 3 clusters Score -7171756 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -7171766.500000 Penalty: 3562.612793
	Iteration 33Q: 3 clusters Score -7171766 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -7171773.000000 Penalty: 3562.612793
	Iteration 34Q: 3 clusters Score -7171773 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -7171773.500000 Penalty: 3562.612793
	Iteration 35Q: 3 clusters Score -7171774 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -7171777.000000 Penalty: 3562.612793
	Iteration 36Q: 3 clusters Score -7171777 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -7171768.500000 Penalty: 3562.612793
	Iteration 37Q: 3 clusters Score -7171768 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -7171781.000000 Penalty: 3562.612793
	Iteration 38Q: 3 clusters Score -7171781 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -7171824.500000 Penalty: 3562.612793
	Iteration 39Q: 3 clusters Score -7171824 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -7171827.000000 Penalty: 3562.612793
	Iteration 40F: 3 clusters Score -7171827 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -7171839.500000 Penalty: 3562.612793
	Iteration 41Q: 3 clusters Score -7171840 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -7171855.500000 Penalty: 3562.612793
	Iteration 42Q: 3 clusters Score -7171856 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -7171847.500000 Penalty: 3562.612793
	Iteration 43Q: 3 clusters Score -7171848 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -7171876.500000 Penalty: 3562.612793
	Iteration 44Q: 3 clusters Score -7171876 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -7171868.000000 Penalty: 3562.612793
	Iteration 45Q: 3 clusters Score -7171868 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -7171877.000000 Penalty: 3562.612793
	Iteration 46Q: 3 clusters Score -7171877 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -7171890.500000 Penalty: 3562.612793
	Iteration 47Q: 3 clusters Score -7171890 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -7171882.000000 Penalty: 3562.612793
	Iteration 48Q: 3 clusters Score -7171882 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -7171902.500000 Penalty: 3562.612793
	Iteration 49Q: 3 clusters Score -7171902 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -7171927.000000 Penalty: 3562.612793
	Iteration 50Q: 3 clusters Score -7171927 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -7171929.000000 Penalty: 3562.612793
	Iteration 51Q: 3 clusters Score -7171929 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -7171926.000000 Penalty: 3562.612793
	Iteration 52Q: 3 clusters Score -7171926 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -7171936.500000 Penalty: 3562.612793
	Iteration 53Q: 3 clusters Score -7171936 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -7171964.500000 Penalty: 3562.612793
	Iteration 54Q: 3 clusters Score -7171964 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -7171965.000000 Penalty: 3562.612793
	Iteration 55Q: 3 clusters Score -7171965 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -7171981.500000 Penalty: 3562.612793
	Iteration 56Q: 3 clusters Score -7171982 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -7172000.500000 Penalty: 3562.612793
	Iteration 57Q: 3 clusters Score -7172000 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -7172019.000000 Penalty: 3562.612793
	Iteration 58Q: 3 clusters Score -7172019 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -7172032.000000 Penalty: 3562.612793
	Iteration 59Q: 3 clusters Score -7172032 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -7172008.500000 Penalty: 3562.612793
	Iteration 60F: 3 clusters Score -7172008 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -7172017.500000 Penalty: 3562.612793
	Iteration 61Q: 3 clusters Score -7172018 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -7172032.500000 Penalty: 3562.612793
	Iteration 62Q: 3 clusters Score -7172032 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -7172028.500000 Penalty: 3562.612793
	Iteration 63Q: 3 clusters Score -7172028 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -7172046.500000 Penalty: 3562.612793
	Iteration 64Q: 3 clusters Score -7172046 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -7172038.000000 Penalty: 3562.612793
	Iteration 65Q: 3 clusters Score -7172038 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -7172086.500000 Penalty: 3562.612793
	Iteration 66Q: 3 clusters Score -7172086 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -7172118.000000 Penalty: 3562.612793
	Iteration 67Q: 3 clusters Score -7172118 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -7172124.500000 Penalty: 3562.612793
	Iteration 68Q: 3 clusters Score -7172124 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -7172166.000000 Penalty: 3562.612793
	Iteration 69Q: 3 clusters Score -7172166 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -7172152.500000 Penalty: 3562.612793
	Iteration 70Q: 3 clusters Score -7172152 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -7172200.000000 Penalty: 3562.612793
	Iteration 71Q: 3 clusters Score -7172200 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -7172219.500000 Penalty: 3562.612793
	Iteration 72Q: 3 clusters Score -7172220 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -7172228.500000 Penalty: 3562.612793
	Iteration 73Q: 3 clusters Score -7172228 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -7172270.500000 Penalty: 3562.612793
	Iteration 74Q: 3 clusters Score -7172270 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -7172305.000000 Penalty: 3562.612793
	Iteration 75Q: 3 clusters Score -7172305 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -7172337.500000 Penalty: 3562.612793
	Iteration 76Q: 3 clusters Score -7172338 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -7172372.500000 Penalty: 3562.612793
	Iteration 77Q: 3 clusters Score -7172372 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -7172402.500000 Penalty: 3562.612793
	Iteration 78Q: 3 clusters Score -7172402 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -7172437.000000 Penalty: 3562.612793
	Iteration 79Q: 3 clusters Score -7172437 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -7172467.000000 Penalty: 3562.612793
	Iteration 80F: 3 clusters Score -7172467 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -7172482.500000 Penalty: 3562.612793
	Iteration 81Q: 3 clusters Score -7172482 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -7172571.500000 Penalty: 3562.612793
	Iteration 82Q: 3 clusters Score -7172572 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -7172632.500000 Penalty: 3562.612793
	Iteration 83Q: 3 clusters Score -7172632 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -7172668.000000 Penalty: 3562.612793
	Iteration 84Q: 3 clusters Score -7172668 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -7172725.500000 Penalty: 3562.612793
	Iteration 85Q: 3 clusters Score -7172726 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -7172749.500000 Penalty: 3562.612793
	Iteration 86Q: 3 clusters Score -7172750 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -7172794.500000 Penalty: 3562.612793
	Iteration 87Q: 3 clusters Score -7172794 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -7172862.000000 Penalty: 3562.612793
	Iteration 88Q: 3 clusters Score -7172862 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -7172896.000000 Penalty: 3562.612793
	Iteration 89Q: 3 clusters Score -7172896 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -7172968.500000 Penalty: 3562.612793
	Iteration 90Q: 3 clusters Score -7172968 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -7173026.000000 Penalty: 3562.612793
	Iteration 91Q: 3 clusters Score -7173026 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -7173082.000000 Penalty: 3562.612793
	Iteration 92Q: 3 clusters Score -7173082 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -7173156.000000 Penalty: 3562.612793
	Iteration 93Q: 3 clusters Score -7173156 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -7173192.500000 Penalty: 3562.612793
	Iteration 94Q: 3 clusters Score -7173192 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -7173228.000000 Penalty: 3562.612793
	Iteration 95Q: 3 clusters Score -7173228 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -7173325.000000 Penalty: 3562.612793
	Iteration 96Q: 3 clusters Score -7173325 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -7173390.500000 Penalty: 3562.612793
	Iteration 97Q: 3 clusters Score -7173390 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -7173411.500000 Penalty: 3562.612793
	Iteration 98Q: 3 clusters Score -7173412 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -7173428.000000 Penalty: 3562.612793
	Iteration 99Q: 3 clusters Score -7173428 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -7173501.000000 Penalty: 3562.612793
	Iteration 100F: 3 clusters Score -7173501 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -7173520.000000 Penalty: 3562.612793
	Iteration 101Q: 3 clusters Score -7173520 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -7173574.500000 Penalty: 3562.612793
	Iteration 102Q: 3 clusters Score -7173574 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -7173601.500000 Penalty: 3562.612793
	Iteration 103Q: 3 clusters Score -7173602 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -7173629.000000 Penalty: 3562.612793
	Iteration 104Q: 3 clusters Score -7173629 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -7173665.000000 Penalty: 3562.612793
	Iteration 105Q: 3 clusters Score -7173665 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -7173725.000000 Penalty: 3562.612793
	Iteration 106Q: 3 clusters Score -7173725 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -7173756.500000 Penalty: 3562.612793
	Iteration 107Q: 3 clusters Score -7173756 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -7173814.000000 Penalty: 3562.612793
	Iteration 108Q: 3 clusters Score -7173814 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -7173847.000000 Penalty: 3562.612793
	Iteration 109Q: 3 clusters Score -7173847 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -7173861.000000 Penalty: 3562.612793
	Iteration 110Q: 3 clusters Score -7173861 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -7173914.500000 Penalty: 3562.612793
	Iteration 111Q: 3 clusters Score -7173914 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -7173961.000000 Penalty: 3562.612793
	Iteration 112Q: 3 clusters Score -7173961 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -7173998.000000 Penalty: 3562.612793
	Iteration 113Q: 3 clusters Score -7173998 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -7174056.500000 Penalty: 3562.612793
	Iteration 114Q: 3 clusters Score -7174056 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -7174128.500000 Penalty: 3562.612793
	Iteration 115Q: 3 clusters Score -7174128 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -7174184.500000 Penalty: 3562.612793
	Iteration 116Q: 3 clusters Score -7174184 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -7174240.000000 Penalty: 3562.612793
	Iteration 117Q: 3 clusters Score -7174240 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -7174271.000000 Penalty: 3562.612793
	Iteration 118Q: 3 clusters Score -7174271 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -7174342.500000 Penalty: 3562.612793
	Iteration 119Q: 3 clusters Score -7174342 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -7174369.000000 Penalty: 3562.612793
	Iteration 120F: 3 clusters Score -7174369 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -7174434.500000 Penalty: 3562.612793
	Iteration 121Q: 3 clusters Score -7174434 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -7174479.000000 Penalty: 3562.612793
	Iteration 122Q: 3 clusters Score -7174479 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -7174540.500000 Penalty: 3562.612793
	Iteration 123Q: 3 clusters Score -7174540 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -7174593.500000 Penalty: 3562.612793
	Iteration 124Q: 3 clusters Score -7174594 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -7174664.000000 Penalty: 3562.612793
	Iteration 125Q: 3 clusters Score -7174664 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
Score: -7174750.500000 Penalty: 3562.612793
	Iteration 126Q: 3 clusters Score -7174750 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -7174830.000000 Penalty: 3562.612793
	Iteration 127Q: 3 clusters Score -7174830 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -7174898.000000 Penalty: 3562.612793
	Iteration 128Q: 3 clusters Score -7174898 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -7174972.000000 Penalty: 3562.612793
	Iteration 129Q: 3 clusters Score -7174972 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -7175062.000000 Penalty: 3562.612793
	Iteration 130Q: 3 clusters Score -7175062 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -7175147.500000 Penalty: 3562.612793
	Iteration 131Q: 3 clusters Score -7175148 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 52737 members 
Entering Unmasked Estep 
Score: -7175265.000000 Penalty: 3562.612793
	Iteration 132Q: 3 clusters Score -7175265 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
Score: -7175371.500000 Penalty: 3562.612793
	Iteration 133Q: 3 clusters Score -7175372 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -7175485.500000 Penalty: 3562.612793
	Iteration 134Q: 3 clusters Score -7175486 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -7175578.000000 Penalty: 3562.612793
	Iteration 135Q: 3 clusters Score -7175578 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -7175689.500000 Penalty: 3562.612793
	Iteration 136Q: 3 clusters Score -7175690 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
Score: -7175799.000000 Penalty: 3562.612793
	Iteration 137Q: 3 clusters Score -7175799 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 54764 members 
Entering Unmasked Estep 
Score: -7175889.000000 Penalty: 3562.612793
	Iteration 138Q: 3 clusters Score -7175889 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -7175981.500000 Penalty: 3562.612793
	Iteration 139Q: 3 clusters Score -7175982 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -7176119.500000 Penalty: 3562.612793
	Iteration 140F: 3 clusters Score -7176120 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -7176205.500000 Penalty: 3562.612793
	Iteration 141Q: 3 clusters Score -7176206 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -7176266.000000 Penalty: 3562.612793
	Iteration 142Q: 3 clusters Score -7176266 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -7176304.000000 Penalty: 3562.612793
	Iteration 143Q: 3 clusters Score -7176304 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -7176369.000000 Penalty: 3562.612793
	Iteration 144Q: 3 clusters Score -7176369 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -7176431.500000 Penalty: 3562.612793
	Iteration 145Q: 3 clusters Score -7176432 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -7176489.000000 Penalty: 3562.612793
	Iteration 146Q: 3 clusters Score -7176489 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -7176523.500000 Penalty: 3562.612793
	Iteration 147Q: 3 clusters Score -7176524 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -7176560.000000 Penalty: 3562.612793
	Iteration 148Q: 3 clusters Score -7176560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -7176586.000000 Penalty: 3562.612793
	Iteration 149Q: 3 clusters Score -7176586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -7176588.000000 Penalty: 3562.612793
	Iteration 150Q: 3 clusters Score -7176588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -7176608.000000 Penalty: 3562.612793
	Iteration 151Q: 3 clusters Score -7176608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -7176633.500000 Penalty: 3562.612793
	Iteration 152Q: 3 clusters Score -7176634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -7176635.500000 Penalty: 3562.612793
	Iteration 153Q: 3 clusters Score -7176636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 56625 members 
Entering Unmasked Estep 
Score: -7176653.000000 Penalty: 3562.612793
	Iteration 154Q: 3 clusters Score -7176653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -7176655.000000 Penalty: 3562.612793
	Iteration 155Q: 3 clusters Score -7176655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -7176666.000000 Penalty: 3562.612793
	Iteration 156Q: 3 clusters Score -7176666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 56692 members 
Entering Unmasked Estep 
Score: -7176680.000000 Penalty: 3562.612793
	Iteration 157Q: 3 clusters Score -7176680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -7176699.000000 Penalty: 3562.612793
	Iteration 158Q: 3 clusters Score -7176699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -7176700.500000 Penalty: 3562.612793
	Iteration 159Q: 3 clusters Score -7176700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -7176702.000000 Penalty: 3562.612793
	Iteration 160F: 3 clusters Score -7176702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -7176694.000000 Penalty: 3562.612793
	Iteration 161Q: 3 clusters Score -7176694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -7176699.500000 Penalty: 3562.612793
	Iteration 162Q: 3 clusters Score -7176700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -7176702.000000 Penalty: 3562.612793
	Iteration 163Q: 3 clusters Score -7176702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -7176708.000000 Penalty: 3562.612793
	Iteration 164Q: 3 clusters Score -7176708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -7176708.000000 Penalty: 3562.612793
	Iteration 165Q: 3 clusters Score -7176708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
Score: -7176710.000000 Penalty: 3562.612793
	Iteration 166Q: 3 clusters Score -7176710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -7176705.000000 Penalty: 3562.612793
	Iteration 167Q: 3 clusters Score -7176705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 56781 members 
Entering Unmasked Estep 
Score: -7176710.000000 Penalty: 3562.612793
	Iteration 168Q: 3 clusters Score -7176710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -7176706.000000 Penalty: 3562.612793
	Iteration 169Q: 3 clusters Score -7176706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -7176701.500000 Penalty: 3562.612793
	Iteration 170Q: 3 clusters Score -7176702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -7176706.000000 Penalty: 3562.612793
	Iteration 171Q: 3 clusters Score -7176706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -7176706.500000 Penalty: 3562.612793
	Iteration 172Q: 3 clusters Score -7176706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -7176705.500000 Penalty: 3562.612793
	Iteration 173Q: 3 clusters Score -7176706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -7176706.000000 Penalty: 3562.612793
	Iteration 174Q: 3 clusters Score -7176706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -7176711.500000 Penalty: 3562.612793
	Iteration 175Q: 3 clusters Score -7176712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -7176709.000000 Penalty: 3562.612793
	Iteration 176Q: 3 clusters Score -7176709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -7176705.000000 Penalty: 3562.612793
	Iteration 177Q: 3 clusters Score -7176705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -7176705.000000 Penalty: 3562.612793
	Iteration 178F: 3 clusters Score -7176705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Entering Unmasked Estep 
Score: -410924.000000 Penalty: 1328.617920
	Iteration 0F: 2 clusters Score -410924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -407995.687500 Penalty: 2657.235840
	Iteration 0F: 3 clusters Score -407995.7 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -408991.718750 Penalty: 2657.235840
	Iteration 1F: 3 clusters Score -408991.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -409193.250000 Penalty: 2657.235840
	Iteration 2F: 3 clusters Score -409193.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -409329.906250 Penalty: 2657.235840
	Iteration 3F: 3 clusters Score -409329.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -409448.312500 Penalty: 2657.235840
	Iteration 4Q: 3 clusters Score -409448.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -409557.687500 Penalty: 2657.235840
	Iteration 5Q: 3 clusters Score -409557.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -409648.937500 Penalty: 2657.235840
	Iteration 6Q: 3 clusters Score -409648.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -409746.031250 Penalty: 2657.235840
	Iteration 7Q: 3 clusters Score -409746 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -409860.781250 Penalty: 2657.235840
	Iteration 8Q: 3 clusters Score -409860.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -409983.437500 Penalty: 2657.235840
	Iteration 9Q: 3 clusters Score -409983.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -410101.593750 Penalty: 2657.235840
	Iteration 10Q: 3 clusters Score -410101.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -410237.375000 Penalty: 2657.235840
	Iteration 11Q: 3 clusters Score -410237.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -410350.312500 Penalty: 2657.235840
	Iteration 12Q: 3 clusters Score -410350.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -410427.062500 Penalty: 2657.235840
	Iteration 13Q: 3 clusters Score -410427.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -410470.406250 Penalty: 2657.235840
	Iteration 14Q: 3 clusters Score -410470.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -410492.781250 Penalty: 2657.235840
	Iteration 15Q: 3 clusters Score -410492.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -410508.437500 Penalty: 2657.235840
	Iteration 16Q: 3 clusters Score -410508.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -410526.750000 Penalty: 2657.235840
	Iteration 17Q: 3 clusters Score -410526.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -410549.218750 Penalty: 2657.235840
	Iteration 18Q: 3 clusters Score -410549.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -410564.687500 Penalty: 2657.235840
	Iteration 19Q: 3 clusters Score -410564.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -410703.468750 Penalty: 2657.235840
	Iteration 20F: 3 clusters Score -410703.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -411026.281250 Penalty: 2657.235840
	Iteration 21Q: 3 clusters Score -411026.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -411113.281250 Penalty: 2657.235840
	Iteration 22Q: 3 clusters Score -411113.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -411138.406250 Penalty: 2657.235840
	Iteration 23Q: 3 clusters Score -411138.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -411151.125000 Penalty: 2657.235840
	Iteration 24Q: 3 clusters Score -411151.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -411155.187500 Penalty: 2657.235840
	Iteration 25Q: 3 clusters Score -411155.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -411159.156250 Penalty: 2657.235840
	Iteration 26Q: 3 clusters Score -411159.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -411162.218750 Penalty: 2657.235840
	Iteration 27Q: 3 clusters Score -411162.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -411165.531250 Penalty: 2657.235840
	Iteration 28Q: 3 clusters Score -411165.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -411166.500000 Penalty: 2657.235840
	Iteration 29Q: 3 clusters Score -411166.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -411167.625000 Penalty: 2657.235840
	Iteration 30Q: 3 clusters Score -411167.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -411169.343750 Penalty: 2657.235840
	Iteration 31Q: 3 clusters Score -411169.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -411170.343750 Penalty: 2657.235840
	Iteration 32Q: 3 clusters Score -411170.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -411171.000000 Penalty: 2657.235840
	Iteration 33Q: 3 clusters Score -411171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -411171.000000 Penalty: 2657.235840
	Iteration 34F: 3 clusters Score -411171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26189 members 
Mstep: Class 3 contains 5311 members 
Mstep: Class 4 contains 37380 members 
Mstep: Class 5 contains 44178 members 
Mstep: Class 6 contains 75066 members 
Mstep: Class 7 contains 12091 members 
Mstep: Class 8 contains 373 members 
Mstep: Class 9 contains 71109 members 
Mstep: Class 10 contains 37902 members 
Mstep: Class 11 contains 57635 members 
Mstep: Class 12 contains 3182 members 
Mstep: Class 13 contains 54759 members 
Mstep: Class 14 contains 22092 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75956 members 
Mstep: Class 19 contains 94896 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
Score: -75576424.000000 Penalty: 39018.101562
Splitting cluster 12 changes total score from -75576976.000000 to -75576424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (54759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Entering Unmasked Estep 
Score: -6836022.500000 Penalty: 1772.988281
	Iteration 0F: 2 clusters Score -6836022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -6800785.500000 Penalty: 3545.976562
	Iteration 0F: 3 clusters Score -6800786 nChanged 25744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -6815287.000000 Penalty: 3545.976562
	Iteration 1F: 3 clusters Score -6815287 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -6815830.000000 Penalty: 3545.976562
	Iteration 2Q: 3 clusters Score -6815830 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -6816488.000000 Penalty: 3545.976562
	Iteration 3Q: 3 clusters Score -6816488 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -6817419.000000 Penalty: 3545.976562
	Iteration 4Q: 3 clusters Score -6817419 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -6818848.000000 Penalty: 3545.976562
	Iteration 5Q: 3 clusters Score -6818848 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -6821251.500000 Penalty: 3545.976562
	Iteration 6F: 3 clusters Score -6821252 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -6824815.000000 Penalty: 3545.976562
	Iteration 7F: 3 clusters Score -6824815 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -6828792.500000 Penalty: 3545.976562
	Iteration 8F: 3 clusters Score -6828792 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -6831822.000000 Penalty: 3545.976562
	Iteration 9F: 3 clusters Score -6831822 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -6833472.500000 Penalty: 3545.976562
	Iteration 10Q: 3 clusters Score -6833472 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -6834047.000000 Penalty: 3545.976562
	Iteration 11Q: 3 clusters Score -6834047 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -6834255.000000 Penalty: 3545.976562
	Iteration 12Q: 3 clusters Score -6834255 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -6834354.500000 Penalty: 3545.976562
	Iteration 13Q: 3 clusters Score -6834354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -6834391.000000 Penalty: 3545.976562
	Iteration 14Q: 3 clusters Score -6834391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -6834428.000000 Penalty: 3545.976562
	Iteration 15Q: 3 clusters Score -6834428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -6834442.000000 Penalty: 3545.976562
	Iteration 16Q: 3 clusters Score -6834442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -6834458.500000 Penalty: 3545.976562
	Iteration 17Q: 3 clusters Score -6834458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -6834468.000000 Penalty: 3545.976562
	Iteration 18Q: 3 clusters Score -6834468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -6834476.500000 Penalty: 3545.976562
	Iteration 19Q: 3 clusters Score -6834476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -6834482.000000 Penalty: 3545.976562
	Iteration 20F: 3 clusters Score -6834482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -6834486.500000 Penalty: 3545.976562
	Iteration 21Q: 3 clusters Score -6834486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -6834486.500000 Penalty: 3545.976562
	Iteration 22F: 3 clusters Score -6834486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Entering Unmasked Estep 
Score: -2733681.500000 Penalty: 1625.482788
	Iteration 0F: 2 clusters Score -2733682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2718577.000000 Penalty: 3250.965576
	Iteration 0F: 3 clusters Score -2718577 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2724260.000000 Penalty: 3250.965576
	Iteration 1F: 3 clusters Score -2724260 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2724704.750000 Penalty: 3250.965576
	Iteration 2F: 3 clusters Score -2724705 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2725306.250000 Penalty: 3250.965576
	Iteration 3F: 3 clusters Score -2725306 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2726167.500000 Penalty: 3250.965576
	Iteration 4F: 3 clusters Score -2726168 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2727346.250000 Penalty: 3250.965576
	Iteration 5F: 3 clusters Score -2727346 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2728782.750000 Penalty: 3250.965576
	Iteration 6F: 3 clusters Score -2728783 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2730347.000000 Penalty: 3250.965576
	Iteration 7F: 3 clusters Score -2730347 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2731625.500000 Penalty: 3250.965576
	Iteration 8Q: 3 clusters Score -2731626 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2732350.500000 Penalty: 3250.965576
	Iteration 9Q: 3 clusters Score -2732350 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2732594.250000 Penalty: 3250.965576
	Iteration 10Q: 3 clusters Score -2732594 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2732684.250000 Penalty: 3250.965576
	Iteration 11Q: 3 clusters Score -2732684 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2732719.250000 Penalty: 3250.965576
	Iteration 12Q: 3 clusters Score -2732719 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2732747.500000 Penalty: 3250.965576
	Iteration 13Q: 3 clusters Score -2732748 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2732770.500000 Penalty: 3250.965576
	Iteration 14Q: 3 clusters Score -2732770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2732775.000000 Penalty: 3250.965576
	Iteration 15Q: 3 clusters Score -2732775 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2732789.500000 Penalty: 3250.965576
	Iteration 16Q: 3 clusters Score -2732790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2732804.000000 Penalty: 3250.965576
	Iteration 17Q: 3 clusters Score -2732804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2732808.500000 Penalty: 3250.965576
	Iteration 18Q: 3 clusters Score -2732808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2732820.750000 Penalty: 3250.965576
	Iteration 19Q: 3 clusters Score -2732821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2732821.500000 Penalty: 3250.965576
	Iteration 20F: 3 clusters Score -2732822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2732823.500000 Penalty: 3250.965576
	Iteration 21Q: 3 clusters Score -2732824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2732823.500000 Penalty: 3250.965576
	Iteration 22Q: 3 clusters Score -2732824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2732825.500000 Penalty: 3250.965576
	Iteration 23Q: 3 clusters Score -2732826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2732824.750000 Penalty: 3250.965576
	Iteration 24Q: 3 clusters Score -2732825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2732823.250000 Penalty: 3250.965576
	Iteration 25Q: 3 clusters Score -2732823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2732824.250000 Penalty: 3250.965576
	Iteration 26Q: 3 clusters Score -2732824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2732831.500000 Penalty: 3250.965576
	Iteration 27Q: 3 clusters Score -2732832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2732835.750000 Penalty: 3250.965576
	Iteration 28Q: 3 clusters Score -2732836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2732836.750000 Penalty: 3250.965576
	Iteration 29Q: 3 clusters Score -2732837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2732835.250000 Penalty: 3250.965576
	Iteration 30Q: 3 clusters Score -2732835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2732835.250000 Penalty: 3250.965576
	Iteration 31Q: 3 clusters Score -2732835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2732835.500000 Penalty: 3250.965576
	Iteration 32Q: 3 clusters Score -2732836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2732834.250000 Penalty: 3250.965576
	Iteration 33Q: 3 clusters Score -2732834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2732834.250000 Penalty: 3250.965576
	Iteration 34F: 3 clusters Score -2732834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56142.101562 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55170.523438 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55170.52 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -55269.187500 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55269.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55311.171875 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55311.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -55334.367188 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55334.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55353.734375 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55353.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -55356.109375 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55356.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55358.992188 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -55358.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55358.992188 Penalty: 1890.561035
	Iteration 7F: 3 clusters Score -55358.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Entering Unmasked Estep 
Score: -9452212.000000 Penalty: 1826.160278
	Iteration 0F: 2 clusters Score -9452212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -9402843.000000 Penalty: 3652.320557
	Iteration 0F: 3 clusters Score -9402843 nChanged 36366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -9424409.000000 Penalty: 3652.320557
	Iteration 1F: 3 clusters Score -9424409 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -9425387.000000 Penalty: 3652.320557
	Iteration 2Q: 3 clusters Score -9425387 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -9426660.000000 Penalty: 3652.320557
	Iteration 3Q: 3 clusters Score -9426660 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -9428604.000000 Penalty: 3652.320557
	Iteration 4Q: 3 clusters Score -9428604 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -9431258.000000 Penalty: 3652.320557
	Iteration 5F: 3 clusters Score -9431258 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -9434923.000000 Penalty: 3652.320557
	Iteration 6F: 3 clusters Score -9434923 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -9438779.000000 Penalty: 3652.320557
	Iteration 7F: 3 clusters Score -9438779 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 58086 members 
Entering Unmasked Estep 
Score: -9441899.000000 Penalty: 3652.320557
	Iteration 8F: 3 clusters Score -9441899 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 60342 members 
Entering Unmasked Estep 
Score: -9443880.000000 Penalty: 3652.320557
	Iteration 9Q: 3 clusters Score -9443880 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 62104 members 
Entering Unmasked Estep 
Score: -9445042.000000 Penalty: 3652.320557
	Iteration 10Q: 3 clusters Score -9445042 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -9445748.000000 Penalty: 3652.320557
	Iteration 11Q: 3 clusters Score -9445748 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 65137 members 
Entering Unmasked Estep 
Score: -9446387.000000 Penalty: 3652.320557
	Iteration 12Q: 3 clusters Score -9446387 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
Score: -9446957.000000 Penalty: 3652.320557
	Iteration 13Q: 3 clusters Score -9446957 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 67759 members 
Entering Unmasked Estep 
Score: -9447432.000000 Penalty: 3652.320557
	Iteration 14Q: 3 clusters Score -9447432 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 68856 members 
Entering Unmasked Estep 
Score: -9447872.000000 Penalty: 3652.320557
	Iteration 15Q: 3 clusters Score -9447872 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -9448286.000000 Penalty: 3652.320557
	Iteration 16Q: 3 clusters Score -9448286 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
Score: -9448639.000000 Penalty: 3652.320557
	Iteration 17Q: 3 clusters Score -9448639 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 71540 members 
Entering Unmasked Estep 
Score: -9448969.000000 Penalty: 3652.320557
	Iteration 18Q: 3 clusters Score -9448969 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 72254 members 
Entering Unmasked Estep 
Score: -9449220.000000 Penalty: 3652.320557
	Iteration 19Q: 3 clusters Score -9449220 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -9449461.000000 Penalty: 3652.320557
	Iteration 20F: 3 clusters Score -9449461 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 73319 members 
Entering Unmasked Estep 
Score: -9449715.000000 Penalty: 3652.320557
	Iteration 21Q: 3 clusters Score -9449715 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 73732 members 
Entering Unmasked Estep 
Score: -9449920.000000 Penalty: 3652.320557
	Iteration 22Q: 3 clusters Score -9449920 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -9450068.000000 Penalty: 3652.320557
	Iteration 23Q: 3 clusters Score -9450068 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 74356 members 
Entering Unmasked Estep 
Score: -9450187.000000 Penalty: 3652.320557
	Iteration 24Q: 3 clusters Score -9450187 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -9450275.000000 Penalty: 3652.320557
	Iteration 25Q: 3 clusters Score -9450275 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -9450362.000000 Penalty: 3652.320557
	Iteration 26Q: 3 clusters Score -9450362 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 74890 members 
Entering Unmasked Estep 
Score: -9450426.000000 Penalty: 3652.320557
	Iteration 27Q: 3 clusters Score -9450426 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -9450485.000000 Penalty: 3652.320557
	Iteration 28Q: 3 clusters Score -9450485 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 75073 members 
Entering Unmasked Estep 
Score: -9450511.000000 Penalty: 3652.320557
	Iteration 29Q: 3 clusters Score -9450511 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 75136 members 
Entering Unmasked Estep 
Score: -9450558.000000 Penalty: 3652.320557
	Iteration 30Q: 3 clusters Score -9450558 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 75183 members 
Entering Unmasked Estep 
Score: -9450601.000000 Penalty: 3652.320557
	Iteration 31Q: 3 clusters Score -9450601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -9450608.000000 Penalty: 3652.320557
	Iteration 32Q: 3 clusters Score -9450608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -9450620.000000 Penalty: 3652.320557
	Iteration 33Q: 3 clusters Score -9450620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -9450638.000000 Penalty: 3652.320557
	Iteration 34Q: 3 clusters Score -9450638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 75275 members 
Entering Unmasked Estep 
Score: -9450637.000000 Penalty: 3652.320557
	Iteration 35Q: 3 clusters Score -9450637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 75287 members 
Entering Unmasked Estep 
Score: -9450636.000000 Penalty: 3652.320557
	Iteration 36Q: 3 clusters Score -9450636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -9450635.000000 Penalty: 3652.320557
	Iteration 37Q: 3 clusters Score -9450635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 75310 members 
Entering Unmasked Estep 
Score: -9450643.000000 Penalty: 3652.320557
	Iteration 38Q: 3 clusters Score -9450643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 75317 members 
Entering Unmasked Estep 
Score: -9450646.000000 Penalty: 3652.320557
	Iteration 39Q: 3 clusters Score -9450646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -9450660.000000 Penalty: 3652.320557
	Iteration 40F: 3 clusters Score -9450660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -9450659.000000 Penalty: 3652.320557
	Iteration 41Q: 3 clusters Score -9450659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 75348 members 
Entering Unmasked Estep 
Score: -9450660.000000 Penalty: 3652.320557
	Iteration 42Q: 3 clusters Score -9450660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 75354 members 
Entering Unmasked Estep 
Score: -9450663.000000 Penalty: 3652.320557
	Iteration 43Q: 3 clusters Score -9450663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -9450677.000000 Penalty: 3652.320557
	Iteration 44Q: 3 clusters Score -9450677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 75365 members 
Entering Unmasked Estep 
Score: -9450672.000000 Penalty: 3652.320557
	Iteration 45Q: 3 clusters Score -9450672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 75369 members 
Entering Unmasked Estep 
Score: -9450673.000000 Penalty: 3652.320557
	Iteration 46Q: 3 clusters Score -9450673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -9450676.000000 Penalty: 3652.320557
	Iteration 47Q: 3 clusters Score -9450676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 75376 members 
Entering Unmasked Estep 
Score: -9450680.000000 Penalty: 3652.320557
	Iteration 48Q: 3 clusters Score -9450680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
Score: -9450684.000000 Penalty: 3652.320557
	Iteration 49Q: 3 clusters Score -9450684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -9450680.000000 Penalty: 3652.320557
	Iteration 50Q: 3 clusters Score -9450680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 75381 members 
Entering Unmasked Estep 
Score: -9450689.000000 Penalty: 3652.320557
	Iteration 51Q: 3 clusters Score -9450689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 75381 members 
Entering Unmasked Estep 
Score: -9450684.000000 Penalty: 3652.320557
	Iteration 52Q: 3 clusters Score -9450684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -9450689.000000 Penalty: 3652.320557
	Iteration 53Q: 3 clusters Score -9450689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 75383 members 
Entering Unmasked Estep 
Score: -9450684.000000 Penalty: 3652.320557
	Iteration 54Q: 3 clusters Score -9450684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 75384 members 
Entering Unmasked Estep 
Score: -9450681.000000 Penalty: 3652.320557
	Iteration 55Q: 3 clusters Score -9450681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 75384 members 
Entering Unmasked Estep 
Score: -9450681.000000 Penalty: 3652.320557
	Iteration 56F: 3 clusters Score -9450681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (94896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94896 members 
Entering Unmasked Estep 
Score: -11733205.000000 Penalty: 1862.337280
	Iteration 0F: 2 clusters Score -1.17332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -11672222.000000 Penalty: 3724.674561
	Iteration 0F: 3 clusters Score -1.167222e+07 nChanged 45165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -11698265.000000 Penalty: 3724.674561
	Iteration 1F: 3 clusters Score -1.169826e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -11699088.000000 Penalty: 3724.674561
	Iteration 2Q: 3 clusters Score -1.169909e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -11700136.000000 Penalty: 3724.674561
	Iteration 3Q: 3 clusters Score -1.170014e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -11701814.000000 Penalty: 3724.674561
	Iteration 4Q: 3 clusters Score -1.170181e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -11704355.000000 Penalty: 3724.674561
	Iteration 5Q: 3 clusters Score -1.170436e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -11708105.000000 Penalty: 3724.674561
	Iteration 6F: 3 clusters Score -1.17081e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 53225 members 
Entering Unmasked Estep 
Score: -11712984.000000 Penalty: 3724.674561
	Iteration 7F: 3 clusters Score -1.171298e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -11717943.000000 Penalty: 3724.674561
	Iteration 8F: 3 clusters Score -1.171794e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 52068 members 
Entering Unmasked Estep 
Score: -11721323.000000 Penalty: 3724.674561
	Iteration 9F: 3 clusters Score -1.172132e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -11722700.000000 Penalty: 3724.674561
	Iteration 10Q: 3 clusters Score -1.17227e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -11723389.000000 Penalty: 3724.674561
	Iteration 11Q: 3 clusters Score -1.172339e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -11723895.000000 Penalty: 3724.674561
	Iteration 12Q: 3 clusters Score -1.17239e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -11724314.000000 Penalty: 3724.674561
	Iteration 13Q: 3 clusters Score -1.172431e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -11724743.000000 Penalty: 3724.674561
	Iteration 14Q: 3 clusters Score -1.172474e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -11725177.000000 Penalty: 3724.674561
	Iteration 15Q: 3 clusters Score -1.172518e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -11725650.000000 Penalty: 3724.674561
	Iteration 16Q: 3 clusters Score -1.172565e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -11726084.000000 Penalty: 3724.674561
	Iteration 17Q: 3 clusters Score -1.172608e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -11726420.000000 Penalty: 3724.674561
	Iteration 18Q: 3 clusters Score -1.172642e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -11726676.000000 Penalty: 3724.674561
	Iteration 19Q: 3 clusters Score -1.172668e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56784 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -11726978.000000 Penalty: 3724.674561
	Iteration 20F: 3 clusters Score -1.172698e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -11727132.000000 Penalty: 3724.674561
	Iteration 21Q: 3 clusters Score -1.172713e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59701 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -11727361.000000 Penalty: 3724.674561
	Iteration 22Q: 3 clusters Score -1.172736e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -11727530.000000 Penalty: 3724.674561
	Iteration 23Q: 3 clusters Score -1.172753e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -11727711.000000 Penalty: 3724.674561
	Iteration 24Q: 3 clusters Score -1.172771e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -11727837.000000 Penalty: 3724.674561
	Iteration 25Q: 3 clusters Score -1.172784e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65048 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -11727949.000000 Penalty: 3724.674561
	Iteration 26Q: 3 clusters Score -1.172795e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -11728029.000000 Penalty: 3724.674561
	Iteration 27Q: 3 clusters Score -1.172803e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67338 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -11728209.000000 Penalty: 3724.674561
	Iteration 28Q: 3 clusters Score -1.172821e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68423 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -11728342.000000 Penalty: 3724.674561
	Iteration 29Q: 3 clusters Score -1.172834e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -11728409.000000 Penalty: 3724.674561
	Iteration 30Q: 3 clusters Score -1.172841e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -11728581.000000 Penalty: 3724.674561
	Iteration 31Q: 3 clusters Score -1.172858e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71588 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -11728720.000000 Penalty: 3724.674561
	Iteration 32Q: 3 clusters Score -1.172872e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72530 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -11728894.000000 Penalty: 3724.674561
	Iteration 33Q: 3 clusters Score -1.172889e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73483 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -11728958.000000 Penalty: 3724.674561
	Iteration 34Q: 3 clusters Score -1.172896e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74432 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -11729050.000000 Penalty: 3724.674561
	Iteration 35Q: 3 clusters Score -1.172905e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -11729195.000000 Penalty: 3724.674561
	Iteration 36Q: 3 clusters Score -1.17292e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -11729291.000000 Penalty: 3724.674561
	Iteration 37Q: 3 clusters Score -1.172929e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77111 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -11729376.000000 Penalty: 3724.674561
	Iteration 38Q: 3 clusters Score -1.172938e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -11729503.000000 Penalty: 3724.674561
	Iteration 39Q: 3 clusters Score -1.17295e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78552 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -11729633.000000 Penalty: 3724.674561
	Iteration 40F: 3 clusters Score -1.172963e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79290 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -11729729.000000 Penalty: 3724.674561
	Iteration 41Q: 3 clusters Score -1.172973e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -11729819.000000 Penalty: 3724.674561
	Iteration 42Q: 3 clusters Score -1.172982e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80623 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -11729959.000000 Penalty: 3724.674561
	Iteration 43Q: 3 clusters Score -1.172996e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81219 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -11730036.000000 Penalty: 3724.674561
	Iteration 44Q: 3 clusters Score -1.173004e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -11730111.000000 Penalty: 3724.674561
	Iteration 45Q: 3 clusters Score -1.173011e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -11730158.000000 Penalty: 3724.674561
	Iteration 46Q: 3 clusters Score -1.173016e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82841 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -11730196.000000 Penalty: 3724.674561
	Iteration 47Q: 3 clusters Score -1.17302e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83339 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -11730274.000000 Penalty: 3724.674561
	Iteration 48Q: 3 clusters Score -1.173027e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83797 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -11730322.000000 Penalty: 3724.674561
	Iteration 49Q: 3 clusters Score -1.173032e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -11730230.000000 Penalty: 3724.674561
	Iteration 50Q: 3 clusters Score -1.173023e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84649 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -11730237.000000 Penalty: 3724.674561
	Iteration 51Q: 3 clusters Score -1.173024e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85049 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -11730180.000000 Penalty: 3724.674561
	Iteration 52Q: 3 clusters Score -1.173018e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85435 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -11730174.000000 Penalty: 3724.674561
	Iteration 53Q: 3 clusters Score -1.173017e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85771 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -11730168.000000 Penalty: 3724.674561
	Iteration 54Q: 3 clusters Score -1.173017e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86091 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -11730123.000000 Penalty: 3724.674561
	Iteration 55Q: 3 clusters Score -1.173012e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86387 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -11730132.000000 Penalty: 3724.674561
	Iteration 56Q: 3 clusters Score -1.173013e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -11730176.000000 Penalty: 3724.674561
	Iteration 57Q: 3 clusters Score -1.173018e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86898 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -11730205.000000 Penalty: 3724.674561
	Iteration 58Q: 3 clusters Score -1.17302e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -11730194.000000 Penalty: 3724.674561
	Iteration 59Q: 3 clusters Score -1.173019e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87395 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -11730199.000000 Penalty: 3724.674561
	Iteration 60F: 3 clusters Score -1.17302e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -11730216.000000 Penalty: 3724.674561
	Iteration 61Q: 3 clusters Score -1.173022e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87887 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -11730242.000000 Penalty: 3724.674561
	Iteration 62Q: 3 clusters Score -1.173024e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88104 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -11730349.000000 Penalty: 3724.674561
	Iteration 63Q: 3 clusters Score -1.173035e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -11730449.000000 Penalty: 3724.674561
	Iteration 64Q: 3 clusters Score -1.173045e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88485 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -11730541.000000 Penalty: 3724.674561
	Iteration 65Q: 3 clusters Score -1.173054e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88647 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -11730604.000000 Penalty: 3724.674561
	Iteration 66Q: 3 clusters Score -1.17306e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -11730691.000000 Penalty: 3724.674561
	Iteration 67Q: 3 clusters Score -1.173069e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88967 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -11730779.000000 Penalty: 3724.674561
	Iteration 68Q: 3 clusters Score -1.173078e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89128 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -11730840.000000 Penalty: 3724.674561
	Iteration 69Q: 3 clusters Score -1.173084e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -11730861.000000 Penalty: 3724.674561
	Iteration 70Q: 3 clusters Score -1.173086e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89447 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -11730942.000000 Penalty: 3724.674561
	Iteration 71Q: 3 clusters Score -1.173094e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -11731046.000000 Penalty: 3724.674561
	Iteration 72Q: 3 clusters Score -1.173105e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89713 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -11731123.000000 Penalty: 3724.674561
	Iteration 73Q: 3 clusters Score -1.173112e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89827 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -11731187.000000 Penalty: 3724.674561
	Iteration 74Q: 3 clusters Score -1.173119e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -11731250.000000 Penalty: 3724.674561
	Iteration 75Q: 3 clusters Score -1.173125e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -11731315.000000 Penalty: 3724.674561
	Iteration 76Q: 3 clusters Score -1.173132e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90164 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -11731357.000000 Penalty: 3724.674561
	Iteration 77Q: 3 clusters Score -1.173136e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90265 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -11731441.000000 Penalty: 3724.674561
	Iteration 78Q: 3 clusters Score -1.173144e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90366 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -11731463.000000 Penalty: 3724.674561
	Iteration 79Q: 3 clusters Score -1.173146e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90475 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -11731507.000000 Penalty: 3724.674561
	Iteration 80F: 3 clusters Score -1.173151e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90570 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -11731549.000000 Penalty: 3724.674561
	Iteration 81Q: 3 clusters Score -1.173155e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90667 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -11731543.000000 Penalty: 3724.674561
	Iteration 82Q: 3 clusters Score -1.173154e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90762 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -11731553.000000 Penalty: 3724.674561
	Iteration 83Q: 3 clusters Score -1.173155e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90858 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -11731562.000000 Penalty: 3724.674561
	Iteration 84Q: 3 clusters Score -1.173156e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90943 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -11731617.000000 Penalty: 3724.674561
	Iteration 85Q: 3 clusters Score -1.173162e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91031 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -11731648.000000 Penalty: 3724.674561
	Iteration 86Q: 3 clusters Score -1.173165e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91118 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -11731687.000000 Penalty: 3724.674561
	Iteration 87Q: 3 clusters Score -1.173169e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91208 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -11731715.000000 Penalty: 3724.674561
	Iteration 88Q: 3 clusters Score -1.173172e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91300 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -11731725.000000 Penalty: 3724.674561
	Iteration 89Q: 3 clusters Score -1.173172e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91383 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -11731732.000000 Penalty: 3724.674561
	Iteration 90Q: 3 clusters Score -1.173173e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91465 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -11731773.000000 Penalty: 3724.674561
	Iteration 91Q: 3 clusters Score -1.173177e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91535 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -11731781.000000 Penalty: 3724.674561
	Iteration 92Q: 3 clusters Score -1.173178e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -11731802.000000 Penalty: 3724.674561
	Iteration 93Q: 3 clusters Score -1.17318e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91680 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -11731812.000000 Penalty: 3724.674561
	Iteration 94Q: 3 clusters Score -1.173181e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91762 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -11731847.000000 Penalty: 3724.674561
	Iteration 95Q: 3 clusters Score -1.173185e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -11731857.000000 Penalty: 3724.674561
	Iteration 96Q: 3 clusters Score -1.173186e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91936 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -11731896.000000 Penalty: 3724.674561
	Iteration 97Q: 3 clusters Score -1.17319e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92032 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -11731923.000000 Penalty: 3724.674561
	Iteration 98Q: 3 clusters Score -1.173192e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92114 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -11731910.000000 Penalty: 3724.674561
	Iteration 99Q: 3 clusters Score -1.173191e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92192 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -11731909.000000 Penalty: 3724.674561
	Iteration 100F: 3 clusters Score -1.173191e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92272 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -11731911.000000 Penalty: 3724.674561
	Iteration 101Q: 3 clusters Score -1.173191e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92347 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -11731947.000000 Penalty: 3724.674561
	Iteration 102Q: 3 clusters Score -1.173195e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92419 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -11731923.000000 Penalty: 3724.674561
	Iteration 103Q: 3 clusters Score -1.173192e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92486 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -11731951.000000 Penalty: 3724.674561
	Iteration 104Q: 3 clusters Score -1.173195e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92545 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -11731980.000000 Penalty: 3724.674561
	Iteration 105Q: 3 clusters Score -1.173198e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92604 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -11731974.000000 Penalty: 3724.674561
	Iteration 106Q: 3 clusters Score -1.173197e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92659 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -11732002.000000 Penalty: 3724.674561
	Iteration 107Q: 3 clusters Score -1.1732e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92713 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -11732012.000000 Penalty: 3724.674561
	Iteration 108Q: 3 clusters Score -1.173201e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92764 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -11732023.000000 Penalty: 3724.674561
	Iteration 109Q: 3 clusters Score -1.173202e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92799 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -11732008.000000 Penalty: 3724.674561
	Iteration 110Q: 3 clusters Score -1.173201e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92836 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -11732013.000000 Penalty: 3724.674561
	Iteration 111Q: 3 clusters Score -1.173201e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -11732019.000000 Penalty: 3724.674561
	Iteration 112Q: 3 clusters Score -1.173202e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92888 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -11732033.000000 Penalty: 3724.674561
	Iteration 113Q: 3 clusters Score -1.173203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92909 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -11732039.000000 Penalty: 3724.674561
	Iteration 114Q: 3 clusters Score -1.173204e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92932 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -11732035.000000 Penalty: 3724.674561
	Iteration 115Q: 3 clusters Score -1.173204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92946 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -11732017.000000 Penalty: 3724.674561
	Iteration 116Q: 3 clusters Score -1.173202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92962 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -11732012.000000 Penalty: 3724.674561
	Iteration 117Q: 3 clusters Score -1.173201e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -11732011.000000 Penalty: 3724.674561
	Iteration 118Q: 3 clusters Score -1.173201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92991 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -11732020.000000 Penalty: 3724.674561
	Iteration 119Q: 3 clusters Score -1.173202e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93009 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -11732037.000000 Penalty: 3724.674561
	Iteration 120F: 3 clusters Score -1.173204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93024 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -11732020.000000 Penalty: 3724.674561
	Iteration 121Q: 3 clusters Score -1.173202e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93034 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -11732018.000000 Penalty: 3724.674561
	Iteration 122Q: 3 clusters Score -1.173202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93045 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -11732007.000000 Penalty: 3724.674561
	Iteration 123Q: 3 clusters Score -1.173201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93053 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -11732001.000000 Penalty: 3724.674561
	Iteration 124Q: 3 clusters Score -1.1732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93060 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -11732005.000000 Penalty: 3724.674561
	Iteration 125Q: 3 clusters Score -1.1732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93066 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -11731994.000000 Penalty: 3724.674561
	Iteration 126Q: 3 clusters Score -1.173199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -11731997.000000 Penalty: 3724.674561
	Iteration 127Q: 3 clusters Score -1.1732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -11731997.000000 Penalty: 3724.674561
	Iteration 128F: 3 clusters Score -1.1732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -101815.742188 Penalty: 1092.231689
	Iteration 0F: 2 clusters Score -101815.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100498.476562 Penalty: 2184.463379
	Iteration 0F: 3 clusters Score -100498.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100718.273438 Penalty: 2184.463379
	Iteration 1F: 3 clusters Score -100718.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -100781.367188 Penalty: 2184.463379
	Iteration 2F: 3 clusters Score -100781.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -100816.570312 Penalty: 2184.463379
	Iteration 3Q: 3 clusters Score -100816.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -100836.820312 Penalty: 2184.463379
	Iteration 4Q: 3 clusters Score -100836.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -100851.859375 Penalty: 2184.463379
	Iteration 5Q: 3 clusters Score -100851.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -100868.460938 Penalty: 2184.463379
	Iteration 6Q: 3 clusters Score -100868.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -100879.289062 Penalty: 2184.463379
	Iteration 7Q: 3 clusters Score -100879.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -100883.156250 Penalty: 2184.463379
	Iteration 8Q: 3 clusters Score -100883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -100887.234375 Penalty: 2184.463379
	Iteration 9Q: 3 clusters Score -100887.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -100890.421875 Penalty: 2184.463379
	Iteration 10Q: 3 clusters Score -100890.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -100890.625000 Penalty: 2184.463379
	Iteration 11Q: 3 clusters Score -100890.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -100891.351562 Penalty: 2184.463379
	Iteration 12Q: 3 clusters Score -100891.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -100891.351562 Penalty: 2184.463379
	Iteration 13F: 3 clusters Score -100891.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26189 members 
Mstep: Class 3 contains 5311 members 
Mstep: Class 4 contains 37380 members 
Mstep: Class 5 contains 44178 members 
Mstep: Class 6 contains 75066 members 
Mstep: Class 7 contains 12091 members 
Mstep: Class 9 contains 71109 members 
Mstep: Class 10 contains 37902 members 
Mstep: Class 11 contains 57635 members 
Mstep: Class 12 contains 3555 members 
Mstep: Class 13 contains 54759 members 
Mstep: Class 14 contains 22092 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75956 members 
Mstep: Class 19 contains 94896 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576976.000000 Penalty: 36850.429688
Iteration 279Q: 18 clusters Score -7.557698e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26209 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 37386 members 
Mstep: Class 5 contains 44170 members 
Mstep: Class 6 contains 75058 members 
Mstep: Class 7 contains 12114 members 
Mstep: Class 9 contains 71100 members 
Mstep: Class 10 contains 37911 members 
Mstep: Class 11 contains 57641 members 
Mstep: Class 12 contains 3556 members 
Mstep: Class 13 contains 54766 members 
Mstep: Class 14 contains 22075 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75951 members 
Mstep: Class 19 contains 94880 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576968.000000 Penalty: 36850.429688
Iteration 280F: 18 clusters Score -7.557697e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 26218 members 
Mstep: Class 3 contains 5293 members 
Mstep: Class 4 contains 37402 members 
Mstep: Class 5 contains 44162 members 
Mstep: Class 6 contains 75033 members 
Mstep: Class 7 contains 12137 members 
Mstep: Class 9 contains 71094 members 
Mstep: Class 10 contains 37922 members 
Mstep: Class 11 contains 57645 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 54775 members 
Mstep: Class 14 contains 22074 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75948 members 
Mstep: Class 19 contains 94861 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576920.000000 Penalty: 36850.429688
Iteration 281Q: 18 clusters Score -7.557692e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26237 members 
Mstep: Class 3 contains 5283 members 
Mstep: Class 4 contains 37402 members 
Mstep: Class 5 contains 44149 members 
Mstep: Class 6 contains 75008 members 
Mstep: Class 7 contains 12163 members 
Mstep: Class 9 contains 71078 members 
Mstep: Class 10 contains 37931 members 
Mstep: Class 11 contains 57650 members 
Mstep: Class 12 contains 3563 members 
Mstep: Class 13 contains 54777 members 
Mstep: Class 14 contains 22070 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75948 members 
Mstep: Class 19 contains 94863 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576920.000000 Penalty: 36850.429688
Iteration 282Q: 18 clusters Score -7.557692e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26254 members 
Mstep: Class 3 contains 5276 members 
Mstep: Class 4 contains 37406 members 
Mstep: Class 5 contains 44146 members 
Mstep: Class 6 contains 74977 members 
Mstep: Class 7 contains 12199 members 
Mstep: Class 9 contains 71079 members 
Mstep: Class 10 contains 37934 members 
Mstep: Class 11 contains 57657 members 
Mstep: Class 12 contains 3565 members 
Mstep: Class 13 contains 54782 members 
Mstep: Class 14 contains 22058 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75936 members 
Mstep: Class 19 contains 94853 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576856.000000 Penalty: 36850.429688
Iteration 283Q: 18 clusters Score -7.557686e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26272 members 
Mstep: Class 3 contains 5272 members 
Mstep: Class 4 contains 37415 members 
Mstep: Class 5 contains 44139 members 
Mstep: Class 6 contains 74940 members 
Mstep: Class 7 contains 12220 members 
Mstep: Class 9 contains 71082 members 
Mstep: Class 10 contains 37940 members 
Mstep: Class 11 contains 57659 members 
Mstep: Class 12 contains 3568 members 
Mstep: Class 13 contains 54786 members 
Mstep: Class 14 contains 22048 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75933 members 
Mstep: Class 19 contains 94847 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576840.000000 Penalty: 36850.429688
Iteration 284Q: 18 clusters Score -7.557684e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26296 members 
Mstep: Class 3 contains 5262 members 
Mstep: Class 4 contains 37410 members 
Mstep: Class 5 contains 44127 members 
Mstep: Class 6 contains 74920 members 
Mstep: Class 7 contains 12246 members 
Mstep: Class 9 contains 71090 members 
Mstep: Class 10 contains 37939 members 
Mstep: Class 11 contains 57652 members 
Mstep: Class 12 contains 3569 members 
Mstep: Class 13 contains 54811 members 
Mstep: Class 14 contains 22007 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75922 members 
Mstep: Class 19 contains 94870 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576664.000000 Penalty: 36850.429688
Iteration 285Q: 18 clusters Score -7.557666e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26325 members 
Mstep: Class 3 contains 5258 members 
Mstep: Class 4 contains 37406 members 
Mstep: Class 5 contains 44124 members 
Mstep: Class 6 contains 74902 members 
Mstep: Class 7 contains 12277 members 
Mstep: Class 9 contains 71102 members 
Mstep: Class 10 contains 37936 members 
Mstep: Class 11 contains 57648 members 
Mstep: Class 12 contains 3570 members 
Mstep: Class 13 contains 54836 members 
Mstep: Class 14 contains 21968 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75907 members 
Mstep: Class 19 contains 94862 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576672.000000 Penalty: 36850.429688
Iteration 286Q: 18 clusters Score -7.557667e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26350 members 
Mstep: Class 3 contains 5246 members 
Mstep: Class 4 contains 37402 members 
Mstep: Class 5 contains 44114 members 
Mstep: Class 6 contains 74888 members 
Mstep: Class 7 contains 12310 members 
Mstep: Class 9 contains 71106 members 
Mstep: Class 10 contains 37948 members 
Mstep: Class 11 contains 57658 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 13 contains 54854 members 
Mstep: Class 14 contains 21924 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75906 members 
Mstep: Class 19 contains 94844 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576816.000000 Penalty: 36850.429688
Iteration 287Q: 18 clusters Score -7.557682e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26386 members 
Mstep: Class 3 contains 5237 members 
Mstep: Class 4 contains 37417 members 
Mstep: Class 5 contains 44111 members 
Mstep: Class 6 contains 74878 members 
Mstep: Class 7 contains 12338 members 
Mstep: Class 9 contains 71104 members 
Mstep: Class 10 contains 37947 members 
Mstep: Class 11 contains 57657 members 
Mstep: Class 12 contains 3574 members 
Mstep: Class 13 contains 54855 members 
Mstep: Class 14 contains 21888 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75900 members 
Mstep: Class 19 contains 94829 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576632.000000 Penalty: 36850.429688
Iteration 288Q: 18 clusters Score -7.557663e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26424 members 
Mstep: Class 3 contains 5229 members 
Mstep: Class 4 contains 37432 members 
Mstep: Class 5 contains 44088 members 
Mstep: Class 6 contains 74863 members 
Mstep: Class 7 contains 12369 members 
Mstep: Class 9 contains 71105 members 
Mstep: Class 10 contains 37949 members 
Mstep: Class 11 contains 57671 members 
Mstep: Class 12 contains 3577 members 
Mstep: Class 13 contains 54857 members 
Mstep: Class 14 contains 21830 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75898 members 
Mstep: Class 19 contains 94830 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576560.000000 Penalty: 36850.429688
Iteration 289Q: 18 clusters Score -7.557656e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26465 members 
Mstep: Class 3 contains 5224 members 
Mstep: Class 4 contains 37443 members 
Mstep: Class 5 contains 44074 members 
Mstep: Class 6 contains 74837 members 
Mstep: Class 7 contains 12402 members 
Mstep: Class 9 contains 71102 members 
Mstep: Class 10 contains 37952 members 
Mstep: Class 11 contains 57677 members 
Mstep: Class 12 contains 3580 members 
Mstep: Class 13 contains 54885 members 
Mstep: Class 14 contains 21765 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75898 members 
Mstep: Class 19 contains 94818 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576560.000000 Penalty: 36850.429688
Iteration 290Q: 18 clusters Score -7.557656e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26496 members 
Mstep: Class 3 contains 5216 members 
Mstep: Class 4 contains 37457 members 
Mstep: Class 5 contains 44068 members 
Mstep: Class 6 contains 74814 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 9 contains 71101 members 
Mstep: Class 10 contains 37953 members 
Mstep: Class 11 contains 57683 members 
Mstep: Class 12 contains 3582 members 
Mstep: Class 13 contains 54906 members 
Mstep: Class 14 contains 21717 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75880 members 
Mstep: Class 19 contains 94814 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576808.000000 Penalty: 36850.429688
Iteration 291Q: 18 clusters Score -7.557681e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26515 members 
Mstep: Class 3 contains 5210 members 
Mstep: Class 4 contains 37469 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 74807 members 
Mstep: Class 7 contains 12462 members 
Mstep: Class 9 contains 71093 members 
Mstep: Class 10 contains 37946 members 
Mstep: Class 11 contains 57710 members 
Mstep: Class 12 contains 3587 members 
Mstep: Class 13 contains 54925 members 
Mstep: Class 14 contains 21659 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75854 members 
Mstep: Class 19 contains 94821 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576536.000000 Penalty: 36850.429688
Iteration 292Q: 18 clusters Score -7.557654e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 26535 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 37475 members 
Mstep: Class 5 contains 44062 members 
Mstep: Class 6 contains 74801 members 
Mstep: Class 7 contains 12501 members 
Mstep: Class 9 contains 71091 members 
Mstep: Class 10 contains 37939 members 
Mstep: Class 11 contains 57732 members 
Mstep: Class 12 contains 3593 members 
Mstep: Class 13 contains 54938 members 
Mstep: Class 14 contains 21609 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75848 members 
Mstep: Class 19 contains 94791 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576616.000000 Penalty: 36850.429688
Iteration 293Q: 18 clusters Score -7.557662e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 26565 members 
Mstep: Class 3 contains 5201 members 
Mstep: Class 4 contains 37476 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 74788 members 
Mstep: Class 7 contains 12528 members 
Mstep: Class 9 contains 71099 members 
Mstep: Class 10 contains 37924 members 
Mstep: Class 11 contains 57758 members 
Mstep: Class 12 contains 3599 members 
Mstep: Class 13 contains 54950 members 
Mstep: Class 14 contains 21555 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75830 members 
Mstep: Class 19 contains 94786 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576480.000000 Penalty: 36850.429688
Iteration 294Q: 18 clusters Score -7.557648e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 26586 members 
Mstep: Class 3 contains 5197 members 
Mstep: Class 4 contains 37488 members 
Mstep: Class 5 contains 44059 members 
Mstep: Class 6 contains 74778 members 
Mstep: Class 7 contains 12563 members 
Mstep: Class 9 contains 71099 members 
Mstep: Class 10 contains 37930 members 
Mstep: Class 11 contains 57786 members 
Mstep: Class 12 contains 3607 members 
Mstep: Class 13 contains 54942 members 
Mstep: Class 14 contains 21510 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75810 members 
Mstep: Class 19 contains 94769 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576272.000000 Penalty: 36850.429688
Iteration 295Q: 18 clusters Score -7.557627e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 26603 members 
Mstep: Class 3 contains 5194 members 
Mstep: Class 4 contains 37502 members 
Mstep: Class 5 contains 44056 members 
Mstep: Class 6 contains 74755 members 
Mstep: Class 7 contains 12608 members 
Mstep: Class 9 contains 71108 members 
Mstep: Class 10 contains 37924 members 
Mstep: Class 11 contains 57817 members 
Mstep: Class 12 contains 3611 members 
Mstep: Class 13 contains 54910 members 
Mstep: Class 14 contains 21475 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75801 members 
Mstep: Class 19 contains 94759 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576336.000000 Penalty: 36850.429688
Iteration 296Q: 18 clusters Score -7.557634e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 26620 members 
Mstep: Class 3 contains 5192 members 
Mstep: Class 4 contains 37512 members 
Mstep: Class 5 contains 44055 members 
Mstep: Class 6 contains 74731 members 
Mstep: Class 7 contains 12679 members 
Mstep: Class 9 contains 71116 members 
Mstep: Class 10 contains 37913 members 
Mstep: Class 11 contains 57842 members 
Mstep: Class 12 contains 3612 members 
Mstep: Class 13 contains 54882 members 
Mstep: Class 14 contains 21435 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75794 members 
Mstep: Class 19 contains 94740 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576216.000000 Penalty: 36850.429688
Iteration 297Q: 18 clusters Score -7.557622e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 26636 members 
Mstep: Class 3 contains 5186 members 
Mstep: Class 4 contains 37519 members 
Mstep: Class 5 contains 44049 members 
Mstep: Class 6 contains 74715 members 
Mstep: Class 7 contains 12749 members 
Mstep: Class 9 contains 71123 members 
Mstep: Class 10 contains 37914 members 
Mstep: Class 11 contains 57869 members 
Mstep: Class 12 contains 3613 members 
Mstep: Class 13 contains 54849 members 
Mstep: Class 14 contains 21400 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75784 members 
Mstep: Class 19 contains 94717 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576272.000000 Penalty: 36850.429688
Iteration 298Q: 18 clusters Score -7.557627e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26640 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 37528 members 
Mstep: Class 5 contains 44055 members 
Mstep: Class 6 contains 74684 members 
Mstep: Class 7 contains 12792 members 
Mstep: Class 9 contains 71130 members 
Mstep: Class 10 contains 37922 members 
Mstep: Class 11 contains 57892 members 
Mstep: Class 12 contains 3615 members 
Mstep: Class 13 contains 54819 members 
Mstep: Class 14 contains 21362 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75780 members 
Mstep: Class 19 contains 94721 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576288.000000 Penalty: 36850.429688
Iteration 299Q: 18 clusters Score -7.557629e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 26644 members 
Mstep: Class 3 contains 5176 members 
Mstep: Class 4 contains 37541 members 
Mstep: Class 5 contains 44054 members 
Mstep: Class 6 contains 74664 members 
Mstep: Class 7 contains 12835 members 
Mstep: Class 9 contains 71136 members 
Mstep: Class 10 contains 37937 members 
Mstep: Class 11 contains 57939 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 54775 members 
Mstep: Class 14 contains 21342 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75773 members 
Mstep: Class 19 contains 94689 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576248.000000 Penalty: 36850.429688
Iteration 300F: 18 clusters Score -7.557625e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 26649 members 
Mstep: Class 3 contains 5172 members 
Mstep: Class 4 contains 37556 members 
Mstep: Class 5 contains 44056 members 
Mstep: Class 6 contains 74658 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 9 contains 71144 members 
Mstep: Class 10 contains 37942 members 
Mstep: Class 11 contains 57981 members 
Mstep: Class 12 contains 3622 members 
Mstep: Class 13 contains 54717 members 
Mstep: Class 14 contains 21318 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75771 members 
Mstep: Class 19 contains 94666 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576328.000000 Penalty: 36850.429688
Iteration 301Q: 18 clusters Score -7.557633e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 26649 members 
Mstep: Class 3 contains 5169 members 
Mstep: Class 4 contains 37561 members 
Mstep: Class 5 contains 44057 members 
Mstep: Class 6 contains 74667 members 
Mstep: Class 7 contains 12918 members 
Mstep: Class 9 contains 71147 members 
Mstep: Class 10 contains 37947 members 
Mstep: Class 11 contains 58032 members 
Mstep: Class 12 contains 3624 members 
Mstep: Class 13 contains 54663 members 
Mstep: Class 14 contains 21297 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75779 members 
Mstep: Class 19 contains 94615 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576248.000000 Penalty: 36850.429688
Iteration 302Q: 18 clusters Score -7.557625e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 26651 members 
Mstep: Class 3 contains 5164 members 
Mstep: Class 4 contains 37571 members 
Mstep: Class 5 contains 44049 members 
Mstep: Class 6 contains 74675 members 
Mstep: Class 7 contains 12953 members 
Mstep: Class 9 contains 71146 members 
Mstep: Class 10 contains 37955 members 
Mstep: Class 11 contains 58077 members 
Mstep: Class 12 contains 3626 members 
Mstep: Class 13 contains 54647 members 
Mstep: Class 14 contains 21274 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75786 members 
Mstep: Class 19 contains 94551 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576240.000000 Penalty: 36850.429688
Iteration 303Q: 18 clusters Score -7.557624e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 26650 members 
Mstep: Class 3 contains 5158 members 
Mstep: Class 4 contains 37586 members 
Mstep: Class 5 contains 44053 members 
Mstep: Class 6 contains 74675 members 
Mstep: Class 7 contains 12995 members 
Mstep: Class 9 contains 71154 members 
Mstep: Class 10 contains 37956 members 
Mstep: Class 11 contains 58114 members 
Mstep: Class 12 contains 3630 members 
Mstep: Class 13 contains 54647 members 
Mstep: Class 14 contains 21237 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75783 members 
Mstep: Class 19 contains 94487 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576312.000000 Penalty: 36850.429688
Iteration 304Q: 18 clusters Score -7.557631e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 26655 members 
Mstep: Class 3 contains 5151 members 
Mstep: Class 4 contains 37597 members 
Mstep: Class 5 contains 44052 members 
Mstep: Class 6 contains 74666 members 
Mstep: Class 7 contains 13028 members 
Mstep: Class 9 contains 71164 members 
Mstep: Class 10 contains 37966 members 
Mstep: Class 11 contains 58158 members 
Mstep: Class 12 contains 3635 members 
Mstep: Class 13 contains 54631 members 
Mstep: Class 14 contains 21214 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75779 members 
Mstep: Class 19 contains 94428 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576320.000000 Penalty: 36850.429688
Iteration 305Q: 18 clusters Score -7.557632e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 26652 members 
Mstep: Class 3 contains 5145 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 44055 members 
Mstep: Class 6 contains 74673 members 
Mstep: Class 7 contains 13072 members 
Mstep: Class 9 contains 71186 members 
Mstep: Class 10 contains 37974 members 
Mstep: Class 11 contains 58186 members 
Mstep: Class 12 contains 3638 members 
Mstep: Class 13 contains 54625 members 
Mstep: Class 14 contains 21183 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75781 members 
Mstep: Class 19 contains 94356 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576184.000000 Penalty: 36850.429688
Iteration 306Q: 18 clusters Score -7.557618e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 26657 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 44045 members 
Mstep: Class 6 contains 74664 members 
Mstep: Class 7 contains 13114 members 
Mstep: Class 9 contains 71214 members 
Mstep: Class 10 contains 37992 members 
Mstep: Class 11 contains 58191 members 
Mstep: Class 12 contains 3639 members 
Mstep: Class 13 contains 54627 members 
Mstep: Class 14 contains 21141 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75789 members 
Mstep: Class 19 contains 94312 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576256.000000 Penalty: 36850.429688
Iteration 307Q: 18 clusters Score -7.557626e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 26660 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 37606 members 
Mstep: Class 5 contains 44038 members 
Mstep: Class 6 contains 74649 members 
Mstep: Class 7 contains 13162 members 
Mstep: Class 9 contains 71224 members 
Mstep: Class 10 contains 38004 members 
Mstep: Class 11 contains 58210 members 
Mstep: Class 12 contains 3641 members 
Mstep: Class 13 contains 54625 members 
Mstep: Class 14 contains 21103 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75795 members 
Mstep: Class 19 contains 94276 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576104.000000 Penalty: 36850.429688
Iteration 308Q: 18 clusters Score -7.55761e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 26664 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 37618 members 
Mstep: Class 5 contains 44024 members 
Mstep: Class 6 contains 74628 members 
Mstep: Class 7 contains 13214 members 
Mstep: Class 9 contains 71228 members 
Mstep: Class 10 contains 38016 members 
Mstep: Class 11 contains 58241 members 
Mstep: Class 12 contains 3644 members 
Mstep: Class 13 contains 54606 members 
Mstep: Class 14 contains 21064 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75809 members 
Mstep: Class 19 contains 94243 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576176.000000 Penalty: 36850.429688
Iteration 309Q: 18 clusters Score -7.557618e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 26675 members 
Mstep: Class 3 contains 5127 members 
Mstep: Class 4 contains 37630 members 
Mstep: Class 5 contains 44010 members 
Mstep: Class 6 contains 74608 members 
Mstep: Class 7 contains 13258 members 
Mstep: Class 9 contains 71233 members 
Mstep: Class 10 contains 38016 members 
Mstep: Class 11 contains 58277 members 
Mstep: Class 12 contains 3644 members 
Mstep: Class 13 contains 54627 members 
Mstep: Class 14 contains 21023 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75822 members 
Mstep: Class 19 contains 94178 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576048.000000 Penalty: 36850.429688
Iteration 310Q: 18 clusters Score -7.557605e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 26682 members 
Mstep: Class 3 contains 5123 members 
Mstep: Class 4 contains 37643 members 
Mstep: Class 5 contains 44005 members 
Mstep: Class 6 contains 74595 members 
Mstep: Class 7 contains 13297 members 
Mstep: Class 9 contains 71241 members 
Mstep: Class 10 contains 38017 members 
Mstep: Class 11 contains 58300 members 
Mstep: Class 12 contains 3647 members 
Mstep: Class 13 contains 54614 members 
Mstep: Class 14 contains 20987 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75835 members 
Mstep: Class 19 contains 94142 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575992.000000 Penalty: 36850.429688
Iteration 311Q: 18 clusters Score -7.557599e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 26687 members 
Mstep: Class 3 contains 5123 members 
Mstep: Class 4 contains 37660 members 
Mstep: Class 5 contains 43999 members 
Mstep: Class 6 contains 74590 members 
Mstep: Class 7 contains 13349 members 
Mstep: Class 9 contains 71242 members 
Mstep: Class 10 contains 38025 members 
Mstep: Class 11 contains 58322 members 
Mstep: Class 12 contains 3651 members 
Mstep: Class 13 contains 54611 members 
Mstep: Class 14 contains 20951 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75848 members 
Mstep: Class 19 contains 94069 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576024.000000 Penalty: 36850.429688
Iteration 312Q: 18 clusters Score -7.557602e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 26696 members 
Mstep: Class 3 contains 5123 members 
Mstep: Class 4 contains 37680 members 
Mstep: Class 5 contains 43995 members 
Mstep: Class 6 contains 74592 members 
Mstep: Class 7 contains 13382 members 
Mstep: Class 9 contains 71234 members 
Mstep: Class 10 contains 38030 members 
Mstep: Class 11 contains 58337 members 
Mstep: Class 12 contains 3653 members 
Mstep: Class 13 contains 54595 members 
Mstep: Class 14 contains 20912 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75863 members 
Mstep: Class 19 contains 94033 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576008.000000 Penalty: 36850.429688
Iteration 313Q: 18 clusters Score -7.557601e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 26690 members 
Mstep: Class 3 contains 5122 members 
Mstep: Class 4 contains 37699 members 
Mstep: Class 5 contains 43992 members 
Mstep: Class 6 contains 74593 members 
Mstep: Class 7 contains 13420 members 
Mstep: Class 9 contains 71234 members 
Mstep: Class 10 contains 38032 members 
Mstep: Class 11 contains 58361 members 
Mstep: Class 12 contains 3658 members 
Mstep: Class 13 contains 54562 members 
Mstep: Class 14 contains 20873 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75878 members 
Mstep: Class 19 contains 94014 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576040.000000 Penalty: 36850.429688
Iteration 314Q: 18 clusters Score -7.557604e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 26685 members 
Mstep: Class 3 contains 5120 members 
Mstep: Class 4 contains 37729 members 
Mstep: Class 5 contains 43991 members 
Mstep: Class 6 contains 74596 members 
Mstep: Class 7 contains 13457 members 
Mstep: Class 9 contains 71235 members 
Mstep: Class 10 contains 38035 members 
Mstep: Class 11 contains 58379 members 
Mstep: Class 12 contains 3665 members 
Mstep: Class 13 contains 54552 members 
Mstep: Class 14 contains 20832 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75889 members 
Mstep: Class 19 contains 93962 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576016.000000 Penalty: 36850.429688
Iteration 315Q: 18 clusters Score -7.557602e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 26672 members 
Mstep: Class 3 contains 5120 members 
Mstep: Class 4 contains 37752 members 
Mstep: Class 5 contains 43985 members 
Mstep: Class 6 contains 74600 members 
Mstep: Class 7 contains 13494 members 
Mstep: Class 9 contains 71223 members 
Mstep: Class 10 contains 38036 members 
Mstep: Class 11 contains 58409 members 
Mstep: Class 12 contains 3673 members 
Mstep: Class 13 contains 54556 members 
Mstep: Class 14 contains 20802 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75905 members 
Mstep: Class 19 contains 93899 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576024.000000 Penalty: 36850.429688
Iteration 316Q: 18 clusters Score -7.557602e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26661 members 
Mstep: Class 3 contains 5122 members 
Mstep: Class 4 contains 37777 members 
Mstep: Class 5 contains 43993 members 
Mstep: Class 6 contains 74605 members 
Mstep: Class 7 contains 13544 members 
Mstep: Class 9 contains 71214 members 
Mstep: Class 10 contains 38040 members 
Mstep: Class 11 contains 58457 members 
Mstep: Class 12 contains 3677 members 
Mstep: Class 13 contains 54541 members 
Mstep: Class 14 contains 20764 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75908 members 
Mstep: Class 19 contains 93819 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575968.000000 Penalty: 36850.429688
Iteration 317Q: 18 clusters Score -7.557597e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26656 members 
Mstep: Class 3 contains 5124 members 
Mstep: Class 4 contains 37791 members 
Mstep: Class 5 contains 43990 members 
Mstep: Class 6 contains 74611 members 
Mstep: Class 7 contains 13595 members 
Mstep: Class 9 contains 71210 members 
Mstep: Class 10 contains 38047 members 
Mstep: Class 11 contains 58494 members 
Mstep: Class 12 contains 3680 members 
Mstep: Class 13 contains 54537 members 
Mstep: Class 14 contains 20730 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75914 members 
Mstep: Class 19 contains 93743 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575752.000000 Penalty: 36850.429688
Iteration 318Q: 18 clusters Score -7.557575e+07 nChanged 529
Entering ConstructFrom: 
Score: -75575752.000000 Penalty: 36850.429688
Entering ConstructFrom: 
Trying to split cluster 1 (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: -248289.218750 Penalty: 1232.855591
	Iteration 0F: 2 clusters Score -248289.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -246220.125000 Penalty: 2465.711182
	Iteration 0F: 3 clusters Score -246220.1 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -246654.156250 Penalty: 2465.711182
	Iteration 1F: 3 clusters Score -246654.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -246747.671875 Penalty: 2465.711182
	Iteration 2F: 3 clusters Score -246747.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -246803.421875 Penalty: 2465.711182
	Iteration 3Q: 3 clusters Score -246803.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -246829.187500 Penalty: 2465.711182
	Iteration 4Q: 3 clusters Score -246829.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -246848.750000 Penalty: 2465.711182
	Iteration 5Q: 3 clusters Score -246848.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -246863.218750 Penalty: 2465.711182
	Iteration 6Q: 3 clusters Score -246863.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -246874.078125 Penalty: 2465.711182
	Iteration 7Q: 3 clusters Score -246874.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -246879.421875 Penalty: 2465.711182
	Iteration 8Q: 3 clusters Score -246879.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -246884.093750 Penalty: 2465.711182
	Iteration 9Q: 3 clusters Score -246884.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -246887.796875 Penalty: 2465.711182
	Iteration 10Q: 3 clusters Score -246887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -246889.156250 Penalty: 2465.711182
	Iteration 11Q: 3 clusters Score -246889.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -246889.859375 Penalty: 2465.711182
	Iteration 12Q: 3 clusters Score -246889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -246890.375000 Penalty: 2465.711182
	Iteration 13Q: 3 clusters Score -246890.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -246890.640625 Penalty: 2465.711182
	Iteration 14Q: 3 clusters Score -246890.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -246890.640625 Penalty: 2465.711182
	Iteration 15F: 3 clusters Score -246890.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Entering Unmasked Estep 
Score: -3208434.500000 Penalty: 1655.981689
	Iteration 0F: 2 clusters Score -3208434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3190609.250000 Penalty: 3311.963379
	Iteration 0F: 3 clusters Score -3190609 nChanged 12131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3197455.500000 Penalty: 3311.963379
	Iteration 1F: 3 clusters Score -3197456 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3197971.250000 Penalty: 3311.963379
	Iteration 2Q: 3 clusters Score -3197971 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -3198556.500000 Penalty: 3311.963379
	Iteration 3Q: 3 clusters Score -3198556 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3199199.000000 Penalty: 3311.963379
	Iteration 4Q: 3 clusters Score -3199199 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -3199902.000000 Penalty: 3311.963379
	Iteration 5Q: 3 clusters Score -3199902 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3200667.000000 Penalty: 3311.963379
	Iteration 6Q: 3 clusters Score -3200667 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -3201510.500000 Penalty: 3311.963379
	Iteration 7Q: 3 clusters Score -3201510 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -3202358.000000 Penalty: 3311.963379
	Iteration 8Q: 3 clusters Score -3202358 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3203132.000000 Penalty: 3311.963379
	Iteration 9Q: 3 clusters Score -3203132 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -3203821.750000 Penalty: 3311.963379
	Iteration 10Q: 3 clusters Score -3203822 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -3204419.000000 Penalty: 3311.963379
	Iteration 11Q: 3 clusters Score -3204419 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3205005.000000 Penalty: 3311.963379
	Iteration 12Q: 3 clusters Score -3205005 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -3205524.500000 Penalty: 3311.963379
	Iteration 13Q: 3 clusters Score -3205524 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -3205943.750000 Penalty: 3311.963379
	Iteration 14Q: 3 clusters Score -3205944 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -3206262.250000 Penalty: 3311.963379
	Iteration 15Q: 3 clusters Score -3206262 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3206499.500000 Penalty: 3311.963379
	Iteration 16Q: 3 clusters Score -3206500 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -3206669.250000 Penalty: 3311.963379
	Iteration 17Q: 3 clusters Score -3206669 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -3206754.500000 Penalty: 3311.963379
	Iteration 18Q: 3 clusters Score -3206754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3206829.000000 Penalty: 3311.963379
	Iteration 19Q: 3 clusters Score -3206829 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -3206892.250000 Penalty: 3311.963379
	Iteration 20F: 3 clusters Score -3206892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -3206929.000000 Penalty: 3311.963379
	Iteration 21Q: 3 clusters Score -3206929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3206954.000000 Penalty: 3311.963379
	Iteration 22Q: 3 clusters Score -3206954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3206968.000000 Penalty: 3311.963379
	Iteration 23Q: 3 clusters Score -3206968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -3206983.250000 Penalty: 3311.963379
	Iteration 24Q: 3 clusters Score -3206983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3206984.750000 Penalty: 3311.963379
	Iteration 25Q: 3 clusters Score -3206985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -3206988.500000 Penalty: 3311.963379
	Iteration 26Q: 3 clusters Score -3206988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -3206992.250000 Penalty: 3311.963379
	Iteration 27Q: 3 clusters Score -3206992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -3206993.250000 Penalty: 3311.963379
	Iteration 28Q: 3 clusters Score -3206993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3206994.000000 Penalty: 3311.963379
	Iteration 29Q: 3 clusters Score -3206994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3206994.000000 Penalty: 3311.963379
	Iteration 30F: 3 clusters Score -3206994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Entering Unmasked Estep 
Score: -632594.000000 Penalty: 1388.056396
	Iteration 0F: 2 clusters Score -632594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -628531.500000 Penalty: 2776.112793
	Iteration 0F: 3 clusters Score -628531.5 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -629679.312500 Penalty: 2776.112793
	Iteration 1F: 3 clusters Score -629679.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -629823.875000 Penalty: 2776.112793
	Iteration 2F: 3 clusters Score -629823.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -629928.250000 Penalty: 2776.112793
	Iteration 3Q: 3 clusters Score -629928.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -630020.375000 Penalty: 2776.112793
	Iteration 4Q: 3 clusters Score -630020.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -630097.750000 Penalty: 2776.112793
	Iteration 5Q: 3 clusters Score -630097.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -630173.375000 Penalty: 2776.112793
	Iteration 6Q: 3 clusters Score -630173.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -630241.937500 Penalty: 2776.112793
	Iteration 7Q: 3 clusters Score -630241.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -630317.875000 Penalty: 2776.112793
	Iteration 8Q: 3 clusters Score -630317.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -630418.937500 Penalty: 2776.112793
	Iteration 9Q: 3 clusters Score -630418.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -630533.187500 Penalty: 2776.112793
	Iteration 10Q: 3 clusters Score -630533.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -630642.625000 Penalty: 2776.112793
	Iteration 11Q: 3 clusters Score -630642.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -630733.687500 Penalty: 2776.112793
	Iteration 12Q: 3 clusters Score -630733.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -630820.687500 Penalty: 2776.112793
	Iteration 13Q: 3 clusters Score -630820.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -630900.500000 Penalty: 2776.112793
	Iteration 14Q: 3 clusters Score -630900.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -630991.375000 Penalty: 2776.112793
	Iteration 15Q: 3 clusters Score -630991.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -631065.812500 Penalty: 2776.112793
	Iteration 16Q: 3 clusters Score -631065.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -631132.250000 Penalty: 2776.112793
	Iteration 17Q: 3 clusters Score -631132.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -631179.750000 Penalty: 2776.112793
	Iteration 18Q: 3 clusters Score -631179.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -631223.687500 Penalty: 2776.112793
	Iteration 19Q: 3 clusters Score -631223.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -631247.000000 Penalty: 2776.112793
	Iteration 20F: 3 clusters Score -631247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -631259.687500 Penalty: 2776.112793
	Iteration 21Q: 3 clusters Score -631259.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -631267.687500 Penalty: 2776.112793
	Iteration 22Q: 3 clusters Score -631267.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -631276.437500 Penalty: 2776.112793
	Iteration 23Q: 3 clusters Score -631276.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -631289.000000 Penalty: 2776.112793
	Iteration 24Q: 3 clusters Score -631289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -631304.062500 Penalty: 2776.112793
	Iteration 25Q: 3 clusters Score -631304.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -631318.062500 Penalty: 2776.112793
	Iteration 26Q: 3 clusters Score -631318.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -631335.687500 Penalty: 2776.112793
	Iteration 27Q: 3 clusters Score -631335.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -631349.375000 Penalty: 2776.112793
	Iteration 28Q: 3 clusters Score -631349.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -631378.812500 Penalty: 2776.112793
	Iteration 29Q: 3 clusters Score -631378.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -631395.375000 Penalty: 2776.112793
	Iteration 30Q: 3 clusters Score -631395.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -631405.000000 Penalty: 2776.112793
	Iteration 31Q: 3 clusters Score -631405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -631413.437500 Penalty: 2776.112793
	Iteration 32Q: 3 clusters Score -631413.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -631419.687500 Penalty: 2776.112793
	Iteration 33Q: 3 clusters Score -631419.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -631424.937500 Penalty: 2776.112793
	Iteration 34Q: 3 clusters Score -631424.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -631429.062500 Penalty: 2776.112793
	Iteration 35Q: 3 clusters Score -631429.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -631432.500000 Penalty: 2776.112793
	Iteration 36Q: 3 clusters Score -631432.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -631442.437500 Penalty: 2776.112793
	Iteration 37Q: 3 clusters Score -631442.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -631447.437500 Penalty: 2776.112793
	Iteration 38Q: 3 clusters Score -631447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -631448.687500 Penalty: 2776.112793
	Iteration 39Q: 3 clusters Score -631448.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -631448.687500 Penalty: 2776.112793
	Iteration 40F: 3 clusters Score -631448.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Entering Unmasked Estep 
Score: -4706185.000000 Penalty: 1712.781860
	Iteration 0F: 2 clusters Score -4706185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -4680755.500000 Penalty: 3425.563721
	Iteration 0F: 3 clusters Score -4680756 nChanged 17583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -4690807.000000 Penalty: 3425.563721
	Iteration 1F: 3 clusters Score -4690807 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -4691141.500000 Penalty: 3425.563721
	Iteration 2Q: 3 clusters Score -4691142 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -4691523.500000 Penalty: 3425.563721
	Iteration 3Q: 3 clusters Score -4691524 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -4691919.000000 Penalty: 3425.563721
	Iteration 4Q: 3 clusters Score -4691919 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -4692462.000000 Penalty: 3425.563721
	Iteration 5Q: 3 clusters Score -4692462 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -4693273.000000 Penalty: 3425.563721
	Iteration 6Q: 3 clusters Score -4693273 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -4694459.500000 Penalty: 3425.563721
	Iteration 7F: 3 clusters Score -4694460 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -4696211.000000 Penalty: 3425.563721
	Iteration 8F: 3 clusters Score -4696211 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -4698473.500000 Penalty: 3425.563721
	Iteration 9F: 3 clusters Score -4698474 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -4700716.000000 Penalty: 3425.563721
	Iteration 10F: 3 clusters Score -4700716 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -4702391.500000 Penalty: 3425.563721
	Iteration 11Q: 3 clusters Score -4702392 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -4703316.500000 Penalty: 3425.563721
	Iteration 12Q: 3 clusters Score -4703316 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -4703840.000000 Penalty: 3425.563721
	Iteration 13Q: 3 clusters Score -4703840 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -4704131.000000 Penalty: 3425.563721
	Iteration 14Q: 3 clusters Score -4704131 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -4704334.500000 Penalty: 3425.563721
	Iteration 15Q: 3 clusters Score -4704334 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -4704468.000000 Penalty: 3425.563721
	Iteration 16Q: 3 clusters Score -4704468 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -4704542.500000 Penalty: 3425.563721
	Iteration 17Q: 3 clusters Score -4704542 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -4704606.500000 Penalty: 3425.563721
	Iteration 18Q: 3 clusters Score -4704606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -4704633.500000 Penalty: 3425.563721
	Iteration 19Q: 3 clusters Score -4704634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -4704654.000000 Penalty: 3425.563721
	Iteration 20F: 3 clusters Score -4704654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -4704673.500000 Penalty: 3425.563721
	Iteration 21Q: 3 clusters Score -4704674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -4704681.500000 Penalty: 3425.563721
	Iteration 22Q: 3 clusters Score -4704682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -4704688.000000 Penalty: 3425.563721
	Iteration 23Q: 3 clusters Score -4704688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -4704698.500000 Penalty: 3425.563721
	Iteration 24Q: 3 clusters Score -4704698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -4704702.000000 Penalty: 3425.563721
	Iteration 25Q: 3 clusters Score -4704702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -4704711.500000 Penalty: 3425.563721
	Iteration 26Q: 3 clusters Score -4704712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -4704712.000000 Penalty: 3425.563721
	Iteration 27Q: 3 clusters Score -4704712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -4704710.500000 Penalty: 3425.563721
	Iteration 28Q: 3 clusters Score -4704710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -4704713.500000 Penalty: 3425.563721
	Iteration 29Q: 3 clusters Score -4704714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -4704713.000000 Penalty: 3425.563721
	Iteration 30Q: 3 clusters Score -4704713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -4704712.000000 Penalty: 3425.563721
	Iteration 31Q: 3 clusters Score -4704712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -4704712.500000 Penalty: 3425.563721
	Iteration 32Q: 3 clusters Score -4704712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -4704713.500000 Penalty: 3425.563721
	Iteration 33Q: 3 clusters Score -4704714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -4704714.000000 Penalty: 3425.563721
	Iteration 34Q: 3 clusters Score -4704714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -4704715.000000 Penalty: 3425.563721
	Iteration 35Q: 3 clusters Score -4704715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -4704715.000000 Penalty: 3425.563721
	Iteration 36F: 3 clusters Score -4704715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Entering Unmasked Estep 
Score: -5468468.500000 Penalty: 1737.374634
	Iteration 0F: 2 clusters Score -5468468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -5439074.000000 Penalty: 3474.749268
	Iteration 0F: 3 clusters Score -5439074 nChanged 20587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -5450721.000000 Penalty: 3474.749268
	Iteration 1F: 3 clusters Score -5450721 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -5451258.500000 Penalty: 3474.749268
	Iteration 2Q: 3 clusters Score -5451258 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -5451833.000000 Penalty: 3474.749268
	Iteration 3Q: 3 clusters Score -5451833 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -5452572.000000 Penalty: 3474.749268
	Iteration 4Q: 3 clusters Score -5452572 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -5453468.500000 Penalty: 3474.749268
	Iteration 5Q: 3 clusters Score -5453468 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -5454659.000000 Penalty: 3474.749268
	Iteration 6Q: 3 clusters Score -5454659 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -5456279.500000 Penalty: 3474.749268
	Iteration 7F: 3 clusters Score -5456280 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -5458269.500000 Penalty: 3474.749268
	Iteration 8F: 3 clusters Score -5458270 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -5460567.000000 Penalty: 3474.749268
	Iteration 9F: 3 clusters Score -5460567 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -5462729.500000 Penalty: 3474.749268
	Iteration 10F: 3 clusters Score -5462730 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -5464340.500000 Penalty: 3474.749268
	Iteration 11Q: 3 clusters Score -5464340 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -5465456.000000 Penalty: 3474.749268
	Iteration 12Q: 3 clusters Score -5465456 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -5466108.500000 Penalty: 3474.749268
	Iteration 13Q: 3 clusters Score -5466108 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -5466480.500000 Penalty: 3474.749268
	Iteration 14Q: 3 clusters Score -5466480 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -5466689.000000 Penalty: 3474.749268
	Iteration 15Q: 3 clusters Score -5466689 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -5466833.500000 Penalty: 3474.749268
	Iteration 16Q: 3 clusters Score -5466834 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -5466914.000000 Penalty: 3474.749268
	Iteration 17Q: 3 clusters Score -5466914 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -5466946.500000 Penalty: 3474.749268
	Iteration 18Q: 3 clusters Score -5466946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -5466963.500000 Penalty: 3474.749268
	Iteration 19Q: 3 clusters Score -5466964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -5466978.500000 Penalty: 3474.749268
	Iteration 20F: 3 clusters Score -5466978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -5466988.000000 Penalty: 3474.749268
	Iteration 21Q: 3 clusters Score -5466988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -5466995.000000 Penalty: 3474.749268
	Iteration 22Q: 3 clusters Score -5466995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -5467002.000000 Penalty: 3474.749268
	Iteration 23Q: 3 clusters Score -5467002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -5467018.000000 Penalty: 3474.749268
	Iteration 24Q: 3 clusters Score -5467018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -5467013.500000 Penalty: 3474.749268
	Iteration 25Q: 3 clusters Score -5467014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -5467019.500000 Penalty: 3474.749268
	Iteration 26Q: 3 clusters Score -5467020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -5467024.500000 Penalty: 3474.749268
	Iteration 27Q: 3 clusters Score -5467024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -5467024.500000 Penalty: 3474.749268
	Iteration 28Q: 3 clusters Score -5467024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -5467032.500000 Penalty: 3474.749268
	Iteration 29Q: 3 clusters Score -5467032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -5467031.000000 Penalty: 3474.749268
	Iteration 30Q: 3 clusters Score -5467031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -5467036.500000 Penalty: 3474.749268
	Iteration 31Q: 3 clusters Score -5467036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -5467043.500000 Penalty: 3474.749268
	Iteration 32Q: 3 clusters Score -5467044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -5467045.000000 Penalty: 3474.749268
	Iteration 33Q: 3 clusters Score -5467045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -5467048.000000 Penalty: 3474.749268
	Iteration 34Q: 3 clusters Score -5467048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -5467051.000000 Penalty: 3474.749268
	Iteration 35Q: 3 clusters Score -5467051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -5467058.500000 Penalty: 3474.749268
	Iteration 36Q: 3 clusters Score -5467058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -5467071.000000 Penalty: 3474.749268
	Iteration 37Q: 3 clusters Score -5467071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -5467066.500000 Penalty: 3474.749268
	Iteration 38Q: 3 clusters Score -5467066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -5467067.000000 Penalty: 3474.749268
	Iteration 39Q: 3 clusters Score -5467067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -5467067.000000 Penalty: 3474.749268
	Iteration 40F: 3 clusters Score -5467067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (74599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Entering Unmasked Estep 
Score: -9232429.000000 Penalty: 1823.230835
	Iteration 0F: 2 clusters Score -9232429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -9183885.000000 Penalty: 3646.461670
	Iteration 0F: 3 clusters Score -9183885 nChanged 35538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -9204360.000000 Penalty: 3646.461670
	Iteration 1F: 3 clusters Score -9204360 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -9204963.000000 Penalty: 3646.461670
	Iteration 2Q: 3 clusters Score -9204963 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -9205776.000000 Penalty: 3646.461670
	Iteration 3Q: 3 clusters Score -9205776 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -9206930.000000 Penalty: 3646.461670
	Iteration 4Q: 3 clusters Score -9206930 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -9208577.000000 Penalty: 3646.461670
	Iteration 5Q: 3 clusters Score -9208577 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -9211258.000000 Penalty: 3646.461670
	Iteration 6F: 3 clusters Score -9211258 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -9215067.000000 Penalty: 3646.461670
	Iteration 7F: 3 clusters Score -9215067 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -9218841.000000 Penalty: 3646.461670
	Iteration 8F: 3 clusters Score -9218841 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 54703 members 
Entering Unmasked Estep 
Score: -9221844.000000 Penalty: 3646.461670
	Iteration 9F: 3 clusters Score -9221844 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 55971 members 
Entering Unmasked Estep 
Score: -9223787.000000 Penalty: 3646.461670
	Iteration 10Q: 3 clusters Score -9223787 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -9224920.000000 Penalty: 3646.461670
	Iteration 11Q: 3 clusters Score -9224920 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -9225453.000000 Penalty: 3646.461670
	Iteration 12Q: 3 clusters Score -9225453 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -9225909.000000 Penalty: 3646.461670
	Iteration 13Q: 3 clusters Score -9225909 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -9226296.000000 Penalty: 3646.461670
	Iteration 14Q: 3 clusters Score -9226296 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 59453 members 
Entering Unmasked Estep 
Score: -9226570.000000 Penalty: 3646.461670
	Iteration 15Q: 3 clusters Score -9226570 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -9226862.000000 Penalty: 3646.461670
	Iteration 16Q: 3 clusters Score -9226862 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 60418 members 
Entering Unmasked Estep 
Score: -9227111.000000 Penalty: 3646.461670
	Iteration 17Q: 3 clusters Score -9227111 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -9227393.000000 Penalty: 3646.461670
	Iteration 18Q: 3 clusters Score -9227393 nChanged 697
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9227671 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9227864 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 62182 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9228047 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 62559 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9228191 nChanged 458
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9228346 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9228484 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 63654 members 
Entering Unmasked Estep 
Score: -9228607.000000 Penalty: 3646.461670
	Iteration 25Q: 3 clusters Score -9228607 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 64034 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9228729 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9228847 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 64742 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9228958 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9229047 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9229130 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 65781 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9229236 nChanged 327
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 66094 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9229368 nChanged 310
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9229433 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9229577 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9229657 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 67252 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9229726 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 67529 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9229793 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9229849 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 68022 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9229913 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 68263 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9230007 nChanged 230
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 68493 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9230047 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9230119 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9230205 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 69130 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9230267 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9230307 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 69474 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9230328 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 69644 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9230380 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9230428 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9230454 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 70038 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9230477 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 70152 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9230492 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 70251 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9230506 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 70322 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9230529 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 70391 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9230541 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9230578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 70518 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9230580 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 70593 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9230610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 70661 members 
Entering Unmasked Estep 
Score: -9230633.000000 Penalty: 3646.461670
	Iteration 58Q: 3 clusters Score -9230633 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 70727 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9230646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 70784 members 
Entering Unmasked Estep 
Score: -9230632.000000 Penalty: 3646.461670
	Iteration 60F: 3 clusters Score -9230632 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9230667 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 70896 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9230677 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9230701 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9230707 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9230724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 71120 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9230734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 71158 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9230733 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9230747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 71220 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9230746 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 71244 members 
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	Iteration 70Q: 3 clusters Score -9230747 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 71262 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9230745 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3325 members 
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Entering Unmasked Estep 
Score: -9230756.000000 Penalty: 3646.461670
	Iteration 72Q: 3 clusters Score -9230756 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3312 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9230758 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9230761 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 71313 members 
Entering Unmasked Estep 
Score: -9230762.000000 Penalty: 3646.461670
	Iteration 75Q: 3 clusters Score -9230762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 71323 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9230766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 71336 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9230781 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9230779 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9230788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 71395 members 
Entering Unmasked Estep 
Score: -9230798.000000 Penalty: 3646.461670
	Iteration 80F: 3 clusters Score -9230798 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 71421 members 
Entering Unmasked Estep 
Score: -9230813.000000 Penalty: 3646.461670
	Iteration 81Q: 3 clusters Score -9230813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -9230814.000000 Penalty: 3646.461670
	Iteration 82Q: 3 clusters Score -9230814 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 71461 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9230820 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 71475 members 
Entering Unmasked Estep 
Score: -9230824.000000 Penalty: 3646.461670
	Iteration 84Q: 3 clusters Score -9230824 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 71499 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9230835 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 71521 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9230853 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9230850 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 71558 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9230853 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3021 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9230864 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 71593 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9230877 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9230872 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9230885 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2961 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9230877 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2949 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9230876 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 71665 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9230881 nChanged 11
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Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9230880 nChanged 14
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Mstep: Class 1 contains 2915 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9230890 nChanged 14
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Mstep: Class 1 contains 2905 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9230898 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9230897 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 71714 members 
Entering Unmasked Estep 
Score: -9230891.000000 Penalty: 3646.461670
	Iteration 100F: 3 clusters Score -9230891 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 71723 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9230894 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9230899 nChanged 8
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Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 71740 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9230899 nChanged 3
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Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 71743 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9230895 nChanged 5
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Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 71748 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9230900 nChanged 11
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Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9230903 nChanged 9
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Mstep: Class 1 contains 2835 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9230903 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9230905 nChanged 4
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Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 71772 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9230906 nChanged 7
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Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 71779 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9230907 nChanged 7
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Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 71786 members 
Entering Unmasked Estep 
Score: -9230908.000000 Penalty: 3646.461670
	Iteration 111Q: 3 clusters Score -9230908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -9230905.000000 Penalty: 3646.461670
	Iteration 112Q: 3 clusters Score -9230905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -9230910.000000 Penalty: 3646.461670
	Iteration 113Q: 3 clusters Score -9230910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 71805 members 
Entering Unmasked Estep 
Score: -9230913.000000 Penalty: 3646.461670
	Iteration 114Q: 3 clusters Score -9230913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 71808 members 
Entering Unmasked Estep 
Score: -9230914.000000 Penalty: 3646.461670
	Iteration 115Q: 3 clusters Score -9230914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 71808 members 
Entering Unmasked Estep 
Score: -9230914.000000 Penalty: 3646.461670
	Iteration 116F: 3 clusters Score -9230914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Entering Unmasked Estep 
Score: -1729812.750000 Penalty: 1547.373901
	Iteration 0F: 2 clusters Score -1729813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1720314.125000 Penalty: 3094.747803
	Iteration 0F: 3 clusters Score -1720314 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1723457.875000 Penalty: 3094.747803
	Iteration 1F: 3 clusters Score -1723458 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1723734.750000 Penalty: 3094.747803
	Iteration 2F: 3 clusters Score -1723735 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1724008.750000 Penalty: 3094.747803
	Iteration 3Q: 3 clusters Score -1724009 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1724362.125000 Penalty: 3094.747803
	Iteration 4Q: 3 clusters Score -1724362 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1724837.375000 Penalty: 3094.747803
	Iteration 5F: 3 clusters Score -1724837 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1725408.875000 Penalty: 3094.747803
	Iteration 6F: 3 clusters Score -1725409 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1726127.875000 Penalty: 3094.747803
	Iteration 7F: 3 clusters Score -1726128 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1726687.375000 Penalty: 3094.747803
	Iteration 8F: 3 clusters Score -1726687 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1726961.250000 Penalty: 3094.747803
	Iteration 9Q: 3 clusters Score -1726961 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1727074.250000 Penalty: 3094.747803
	Iteration 10Q: 3 clusters Score -1727074 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1727119.625000 Penalty: 3094.747803
	Iteration 11Q: 3 clusters Score -1727120 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1727155.750000 Penalty: 3094.747803
	Iteration 12Q: 3 clusters Score -1727156 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1727173.125000 Penalty: 3094.747803
	Iteration 13Q: 3 clusters Score -1727173 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1727193.875000 Penalty: 3094.747803
	Iteration 14Q: 3 clusters Score -1727194 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1727204.375000 Penalty: 3094.747803
	Iteration 15Q: 3 clusters Score -1727204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1727213.375000 Penalty: 3094.747803
	Iteration 16Q: 3 clusters Score -1727213 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1727221.375000 Penalty: 3094.747803
	Iteration 17Q: 3 clusters Score -1727221 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1727229.625000 Penalty: 3094.747803
	Iteration 18Q: 3 clusters Score -1727230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1727229.250000 Penalty: 3094.747803
	Iteration 19Q: 3 clusters Score -1727229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1727231.625000 Penalty: 3094.747803
	Iteration 20F: 3 clusters Score -1727232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1727237.000000 Penalty: 3094.747803
	Iteration 21Q: 3 clusters Score -1727237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1727242.875000 Penalty: 3094.747803
	Iteration 22Q: 3 clusters Score -1727243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1727248.625000 Penalty: 3094.747803
	Iteration 23Q: 3 clusters Score -1727249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1727249.000000 Penalty: 3094.747803
	Iteration 24Q: 3 clusters Score -1727249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1727251.375000 Penalty: 3094.747803
	Iteration 25Q: 3 clusters Score -1727251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1727249.625000 Penalty: 3094.747803
	Iteration 26Q: 3 clusters Score -1727250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1727256.250000 Penalty: 3094.747803
	Iteration 27Q: 3 clusters Score -1727256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1727249.750000 Penalty: 3094.747803
	Iteration 28Q: 3 clusters Score -1727250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1727254.250000 Penalty: 3094.747803
	Iteration 29Q: 3 clusters Score -1727254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1727256.500000 Penalty: 3094.747803
	Iteration 30Q: 3 clusters Score -1727256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1727260.125000 Penalty: 3094.747803
	Iteration 31Q: 3 clusters Score -1727260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1727259.500000 Penalty: 3094.747803
	Iteration 32Q: 3 clusters Score -1727260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1727256.750000 Penalty: 3094.747803
	Iteration 33Q: 3 clusters Score -1727257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1727260.125000 Penalty: 3094.747803
	Iteration 34Q: 3 clusters Score -1727260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1727257.375000 Penalty: 3094.747803
	Iteration 35Q: 3 clusters Score -1727257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1727258.875000 Penalty: 3094.747803
	Iteration 36Q: 3 clusters Score -1727259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1727260.625000 Penalty: 3094.747803
	Iteration 37Q: 3 clusters Score -1727261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1727261.000000 Penalty: 3094.747803
	Iteration 38Q: 3 clusters Score -1727261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1727261.750000 Penalty: 3094.747803
	Iteration 39Q: 3 clusters Score -1727262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1727259.875000 Penalty: 3094.747803
	Iteration 40F: 3 clusters Score -1727260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1727263.500000 Penalty: 3094.747803
	Iteration 41Q: 3 clusters Score -1727264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1727265.750000 Penalty: 3094.747803
	Iteration 42Q: 3 clusters Score -1727266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1727265.875000 Penalty: 3094.747803
	Iteration 43Q: 3 clusters Score -1727266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1727266.750000 Penalty: 3094.747803
	Iteration 44Q: 3 clusters Score -1727267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1727265.500000 Penalty: 3094.747803
	Iteration 45Q: 3 clusters Score -1727266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1727268.500000 Penalty: 3094.747803
	Iteration 46Q: 3 clusters Score -1727268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1727269.125000 Penalty: 3094.747803
	Iteration 47Q: 3 clusters Score -1727269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1727272.250000 Penalty: 3094.747803
	Iteration 48Q: 3 clusters Score -1727272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1727270.250000 Penalty: 3094.747803
	Iteration 49Q: 3 clusters Score -1727270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1727271.625000 Penalty: 3094.747803
	Iteration 50Q: 3 clusters Score -1727272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1727273.875000 Penalty: 3094.747803
	Iteration 51Q: 3 clusters Score -1727274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1727275.250000 Penalty: 3094.747803
	Iteration 52Q: 3 clusters Score -1727275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1727275.250000 Penalty: 3094.747803
	Iteration 53F: 3 clusters Score -1727275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (71207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71207 members 
Entering Unmasked Estep 
Score: -8873232.000000 Penalty: 1815.668823
	Iteration 0F: 2 clusters Score -8873232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -8827081.000000 Penalty: 3631.337646
	Iteration 0F: 3 clusters Score -8827081 nChanged 33790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -8846159.000000 Penalty: 3631.337646
	Iteration 1F: 3 clusters Score -8846159 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -8846831.000000 Penalty: 3631.337646
	Iteration 2Q: 3 clusters Score -8846831 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -8847537.000000 Penalty: 3631.337646
	Iteration 3Q: 3 clusters Score -8847537 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -8848591.000000 Penalty: 3631.337646
	Iteration 4Q: 3 clusters Score -8848591 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -8850162.000000 Penalty: 3631.337646
	Iteration 5Q: 3 clusters Score -8850162 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -8852226.000000 Penalty: 3631.337646
	Iteration 6Q: 3 clusters Score -8852226 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -8855035.000000 Penalty: 3631.337646
	Iteration 7F: 3 clusters Score -8855035 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -8858080.000000 Penalty: 3631.337646
	Iteration 8F: 3 clusters Score -8858080 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -8860548.000000 Penalty: 3631.337646
	Iteration 9F: 3 clusters Score -8860548 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -8862051.000000 Penalty: 3631.337646
	Iteration 10Q: 3 clusters Score -8862051 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 54766 members 
Entering Unmasked Estep 
Score: -8862892.000000 Penalty: 3631.337646
	Iteration 11Q: 3 clusters Score -8862892 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -8863468.000000 Penalty: 3631.337646
	Iteration 12Q: 3 clusters Score -8863468 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -8863872.000000 Penalty: 3631.337646
	Iteration 13Q: 3 clusters Score -8863872 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -8864283.000000 Penalty: 3631.337646
	Iteration 14Q: 3 clusters Score -8864283 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 59398 members 
Entering Unmasked Estep 
Score: -8864754.000000 Penalty: 3631.337646
	Iteration 15Q: 3 clusters Score -8864754 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -8865190.000000 Penalty: 3631.337646
	Iteration 16Q: 3 clusters Score -8865190 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -8865666.000000 Penalty: 3631.337646
	Iteration 17Q: 3 clusters Score -8865666 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 62792 members 
Entering Unmasked Estep 
Score: -8866252.000000 Penalty: 3631.337646
	Iteration 18Q: 3 clusters Score -8866252 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -8866809.000000 Penalty: 3631.337646
	Iteration 19Q: 3 clusters Score -8866809 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 64845 members 
Entering Unmasked Estep 
Score: -8867354.000000 Penalty: 3631.337646
	Iteration 20F: 3 clusters Score -8867354 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -8867921.000000 Penalty: 3631.337646
	Iteration 21Q: 3 clusters Score -8867921 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
Score: -8868470.000000 Penalty: 3631.337646
	Iteration 22Q: 3 clusters Score -8868470 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -8869010.000000 Penalty: 3631.337646
	Iteration 23Q: 3 clusters Score -8869010 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
Score: -8869593.000000 Penalty: 3631.337646
	Iteration 24Q: 3 clusters Score -8869593 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 68920 members 
Entering Unmasked Estep 
Score: -8870042.000000 Penalty: 3631.337646
	Iteration 25Q: 3 clusters Score -8870042 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -8870499.000000 Penalty: 3631.337646
	Iteration 26Q: 3 clusters Score -8870499 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -8870890.000000 Penalty: 3631.337646
	Iteration 27Q: 3 clusters Score -8870890 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 70329 members 
Entering Unmasked Estep 
Score: -8871132.000000 Penalty: 3631.337646
	Iteration 28Q: 3 clusters Score -8871132 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 70560 members 
Entering Unmasked Estep 
Score: -8871287.000000 Penalty: 3631.337646
	Iteration 29Q: 3 clusters Score -8871287 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -8871380.000000 Penalty: 3631.337646
	Iteration 30Q: 3 clusters Score -8871380 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -8871462.000000 Penalty: 3631.337646
	Iteration 31Q: 3 clusters Score -8871462 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 70849 members 
Entering Unmasked Estep 
Score: -8871505.000000 Penalty: 3631.337646
	Iteration 32Q: 3 clusters Score -8871505 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -8871533.000000 Penalty: 3631.337646
	Iteration 33Q: 3 clusters Score -8871533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 70915 members 
Entering Unmasked Estep 
Score: -8871568.000000 Penalty: 3631.337646
	Iteration 34Q: 3 clusters Score -8871568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 70927 members 
Entering Unmasked Estep 
Score: -8871582.000000 Penalty: 3631.337646
	Iteration 35Q: 3 clusters Score -8871582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 70942 members 
Entering Unmasked Estep 
Score: -8871594.000000 Penalty: 3631.337646
	Iteration 36Q: 3 clusters Score -8871594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -8871602.000000 Penalty: 3631.337646
	Iteration 37Q: 3 clusters Score -8871602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 70952 members 
Entering Unmasked Estep 
Score: -8871607.000000 Penalty: 3631.337646
	Iteration 38Q: 3 clusters Score -8871607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 70957 members 
Entering Unmasked Estep 
Score: -8871607.000000 Penalty: 3631.337646
	Iteration 39Q: 3 clusters Score -8871607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 70964 members 
Entering Unmasked Estep 
Score: -8871612.000000 Penalty: 3631.337646
	Iteration 40F: 3 clusters Score -8871612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 70970 members 
Entering Unmasked Estep 
Score: -8871621.000000 Penalty: 3631.337646
	Iteration 41Q: 3 clusters Score -8871621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 70974 members 
Entering Unmasked Estep 
Score: -8871626.000000 Penalty: 3631.337646
	Iteration 42Q: 3 clusters Score -8871626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -8871635.000000 Penalty: 3631.337646
	Iteration 43Q: 3 clusters Score -8871635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 70984 members 
Entering Unmasked Estep 
Score: -8871639.000000 Penalty: 3631.337646
	Iteration 44Q: 3 clusters Score -8871639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 70988 members 
Entering Unmasked Estep 
Score: -8871643.000000 Penalty: 3631.337646
	Iteration 45Q: 3 clusters Score -8871643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 70990 members 
Entering Unmasked Estep 
Score: -8871644.000000 Penalty: 3631.337646
	Iteration 46Q: 3 clusters Score -8871644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 70990 members 
Entering Unmasked Estep 
Score: -8871644.000000 Penalty: 3631.337646
	Iteration 47F: 3 clusters Score -8871644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Entering Unmasked Estep 
Score: -4735764.000000 Penalty: 1713.848755
	Iteration 0F: 2 clusters Score -4735764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -4710251.500000 Penalty: 3427.697510
	Iteration 0F: 3 clusters Score -4710252 nChanged 17773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -4721264.000000 Penalty: 3427.697510
	Iteration 1F: 3 clusters Score -4721264 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -4722688.500000 Penalty: 3427.697510
	Iteration 2F: 3 clusters Score -4722688 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -4724716.000000 Penalty: 3427.697510
	Iteration 3F: 3 clusters Score -4724716 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -4727417.000000 Penalty: 3427.697510
	Iteration 4F: 3 clusters Score -4727417 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -4730161.500000 Penalty: 3427.697510
	Iteration 5F: 3 clusters Score -4730162 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -4732089.500000 Penalty: 3427.697510
	Iteration 6F: 3 clusters Score -4732090 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -4732871.500000 Penalty: 3427.697510
	Iteration 7Q: 3 clusters Score -4732872 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -4733200.000000 Penalty: 3427.697510
	Iteration 8Q: 3 clusters Score -4733200 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -4733334.000000 Penalty: 3427.697510
	Iteration 9Q: 3 clusters Score -4733334 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -4733480.000000 Penalty: 3427.697510
	Iteration 10Q: 3 clusters Score -4733480 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -4733622.000000 Penalty: 3427.697510
	Iteration 11Q: 3 clusters Score -4733622 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -4733728.500000 Penalty: 3427.697510
	Iteration 12Q: 3 clusters Score -4733728 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -4733821.000000 Penalty: 3427.697510
	Iteration 13Q: 3 clusters Score -4733821 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -4733904.500000 Penalty: 3427.697510
	Iteration 14Q: 3 clusters Score -4733904 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -4733972.500000 Penalty: 3427.697510
	Iteration 15Q: 3 clusters Score -4733972 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4734023.000000 Penalty: 3427.697510
	Iteration 16Q: 3 clusters Score -4734023 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4734073.000000 Penalty: 3427.697510
	Iteration 17Q: 3 clusters Score -4734073 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -4734138.000000 Penalty: 3427.697510
	Iteration 18Q: 3 clusters Score -4734138 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -4734165.500000 Penalty: 3427.697510
	Iteration 19Q: 3 clusters Score -4734166 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4734214.000000 Penalty: 3427.697510
	Iteration 20F: 3 clusters Score -4734214 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4734231.500000 Penalty: 3427.697510
	Iteration 21Q: 3 clusters Score -4734232 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4734255.500000 Penalty: 3427.697510
	Iteration 22Q: 3 clusters Score -4734256 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4734278.500000 Penalty: 3427.697510
	Iteration 23Q: 3 clusters Score -4734278 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4734307.500000 Penalty: 3427.697510
	Iteration 24Q: 3 clusters Score -4734308 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4734331.500000 Penalty: 3427.697510
	Iteration 25Q: 3 clusters Score -4734332 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4734351.500000 Penalty: 3427.697510
	Iteration 26Q: 3 clusters Score -4734352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4734359.000000 Penalty: 3427.697510
	Iteration 27Q: 3 clusters Score -4734359 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4734374.500000 Penalty: 3427.697510
	Iteration 28Q: 3 clusters Score -4734374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4734379.000000 Penalty: 3427.697510
	Iteration 29Q: 3 clusters Score -4734379 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4734410.500000 Penalty: 3427.697510
	Iteration 30Q: 3 clusters Score -4734410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4734435.000000 Penalty: 3427.697510
	Iteration 31Q: 3 clusters Score -4734435 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4734445.000000 Penalty: 3427.697510
	Iteration 32Q: 3 clusters Score -4734445 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4734440.500000 Penalty: 3427.697510
	Iteration 33Q: 3 clusters Score -4734440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4734453.000000 Penalty: 3427.697510
	Iteration 34Q: 3 clusters Score -4734453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4734462.500000 Penalty: 3427.697510
	Iteration 35Q: 3 clusters Score -4734462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4734462.000000 Penalty: 3427.697510
	Iteration 36Q: 3 clusters Score -4734462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4734473.000000 Penalty: 3427.697510
	Iteration 37Q: 3 clusters Score -4734473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4734474.500000 Penalty: 3427.697510
	Iteration 38Q: 3 clusters Score -4734474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4734487.000000 Penalty: 3427.697510
	Iteration 39Q: 3 clusters Score -4734487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4734490.500000 Penalty: 3427.697510
	Iteration 40F: 3 clusters Score -4734490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4734495.000000 Penalty: 3427.697510
	Iteration 41Q: 3 clusters Score -4734495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4734496.500000 Penalty: 3427.697510
	Iteration 42Q: 3 clusters Score -4734496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4734495.000000 Penalty: 3427.697510
	Iteration 43Q: 3 clusters Score -4734495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4734503.500000 Penalty: 3427.697510
	Iteration 44Q: 3 clusters Score -4734504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4734501.500000 Penalty: 3427.697510
	Iteration 45Q: 3 clusters Score -4734502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4734502.000000 Penalty: 3427.697510
	Iteration 46Q: 3 clusters Score -4734502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4734503.500000 Penalty: 3427.697510
	Iteration 47Q: 3 clusters Score -4734504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4734498.500000 Penalty: 3427.697510
	Iteration 48Q: 3 clusters Score -4734498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4734497.500000 Penalty: 3427.697510
	Iteration 49Q: 3 clusters Score -4734498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4734502.500000 Penalty: 3427.697510
	Iteration 50Q: 3 clusters Score -4734502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4734502.500000 Penalty: 3427.697510
	Iteration 51F: 3 clusters Score -4734502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Entering Unmasked Estep 
Score: -7290345.000000 Penalty: 1783.804810
	Iteration 0F: 2 clusters Score -7290345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -7251489.500000 Penalty: 3567.609619
	Iteration 0F: 3 clusters Score -7251490 nChanged 27542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -7267175.000000 Penalty: 3567.609619
	Iteration 1F: 3 clusters Score -7267175 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -7267923.500000 Penalty: 3567.609619
	Iteration 2Q: 3 clusters Score -7267924 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -7268778.000000 Penalty: 3567.609619
	Iteration 3Q: 3 clusters Score -7268778 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -7269844.500000 Penalty: 3567.609619
	Iteration 4Q: 3 clusters Score -7269844 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -7271190.500000 Penalty: 3567.609619
	Iteration 5Q: 3 clusters Score -7271190 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -7273013.000000 Penalty: 3567.609619
	Iteration 6F: 3 clusters Score -7273013 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -7275420.500000 Penalty: 3567.609619
	Iteration 7F: 3 clusters Score -7275420 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -7278215.000000 Penalty: 3567.609619
	Iteration 8F: 3 clusters Score -7278215 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -7280702.500000 Penalty: 3567.609619
	Iteration 9F: 3 clusters Score -7280702 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -7282103.500000 Penalty: 3567.609619
	Iteration 10Q: 3 clusters Score -7282104 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -7282667.500000 Penalty: 3567.609619
	Iteration 11Q: 3 clusters Score -7282668 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -7283019.500000 Penalty: 3567.609619
	Iteration 12Q: 3 clusters Score -7283020 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -7283305.000000 Penalty: 3567.609619
	Iteration 13Q: 3 clusters Score -7283305 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -7283509.500000 Penalty: 3567.609619
	Iteration 14Q: 3 clusters Score -7283510 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -7283736.500000 Penalty: 3567.609619
	Iteration 15Q: 3 clusters Score -7283736 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -7283952.000000 Penalty: 3567.609619
	Iteration 16Q: 3 clusters Score -7283952 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -7284133.500000 Penalty: 3567.609619
	Iteration 17Q: 3 clusters Score -7284134 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -7284309.500000 Penalty: 3567.609619
	Iteration 18Q: 3 clusters Score -7284310 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -7284538.000000 Penalty: 3567.609619
	Iteration 19Q: 3 clusters Score -7284538 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -7284740.500000 Penalty: 3567.609619
	Iteration 20F: 3 clusters Score -7284740 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -7284861.500000 Penalty: 3567.609619
	Iteration 21Q: 3 clusters Score -7284862 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -7285017.000000 Penalty: 3567.609619
	Iteration 22Q: 3 clusters Score -7285017 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -7285210.000000 Penalty: 3567.609619
	Iteration 23Q: 3 clusters Score -7285210 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -7285383.000000 Penalty: 3567.609619
	Iteration 24Q: 3 clusters Score -7285383 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -7285557.000000 Penalty: 3567.609619
	Iteration 25Q: 3 clusters Score -7285557 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -7285759.500000 Penalty: 3567.609619
	Iteration 26Q: 3 clusters Score -7285760 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -7285997.500000 Penalty: 3567.609619
	Iteration 27Q: 3 clusters Score -7285998 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -7286162.500000 Penalty: 3567.609619
	Iteration 28Q: 3 clusters Score -7286162 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -7286363.500000 Penalty: 3567.609619
	Iteration 29Q: 3 clusters Score -7286364 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -7286555.000000 Penalty: 3567.609619
	Iteration 30Q: 3 clusters Score -7286555 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -7286768.000000 Penalty: 3567.609619
	Iteration 31Q: 3 clusters Score -7286768 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -7286992.000000 Penalty: 3567.609619
	Iteration 32Q: 3 clusters Score -7286992 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -7287249.000000 Penalty: 3567.609619
	Iteration 33Q: 3 clusters Score -7287249 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -7287498.500000 Penalty: 3567.609619
	Iteration 34Q: 3 clusters Score -7287498 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -7287731.500000 Penalty: 3567.609619
	Iteration 35Q: 3 clusters Score -7287732 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -7288052.500000 Penalty: 3567.609619
	Iteration 36Q: 3 clusters Score -7288052 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -7288347.500000 Penalty: 3567.609619
	Iteration 37Q: 3 clusters Score -7288348 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -7288575.500000 Penalty: 3567.609619
	Iteration 38Q: 3 clusters Score -7288576 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -7288792.500000 Penalty: 3567.609619
	Iteration 39Q: 3 clusters Score -7288792 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -7288988.000000 Penalty: 3567.609619
	Iteration 40F: 3 clusters Score -7288988 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -7289140.500000 Penalty: 3567.609619
	Iteration 41Q: 3 clusters Score -7289140 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56493 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7289244.500000 Penalty: 3567.609619
	Iteration 42Q: 3 clusters Score -7289244 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7289336.000000 Penalty: 3567.609619
	Iteration 43Q: 3 clusters Score -7289336 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57008 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -7289404.000000 Penalty: 3567.609619
	Iteration 44Q: 3 clusters Score -7289404 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7289494.500000 Penalty: 3567.609619
	Iteration 45Q: 3 clusters Score -7289494 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57368 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7289554.000000 Penalty: 3567.609619
	Iteration 46Q: 3 clusters Score -7289554 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7289578.000000 Penalty: 3567.609619
	Iteration 47Q: 3 clusters Score -7289578 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7289606.000000 Penalty: 3567.609619
	Iteration 48Q: 3 clusters Score -7289606 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7289652.500000 Penalty: 3567.609619
	Iteration 49Q: 3 clusters Score -7289652 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7289676.500000 Penalty: 3567.609619
	Iteration 50Q: 3 clusters Score -7289676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7289699.500000 Penalty: 3567.609619
	Iteration 51Q: 3 clusters Score -7289700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57813 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7289688.000000 Penalty: 3567.609619
	Iteration 52Q: 3 clusters Score -7289688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7289697.500000 Penalty: 3567.609619
	Iteration 53Q: 3 clusters Score -7289698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7289705.000000 Penalty: 3567.609619
	Iteration 54Q: 3 clusters Score -7289705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7289718.000000 Penalty: 3567.609619
	Iteration 55Q: 3 clusters Score -7289718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7289736.500000 Penalty: 3567.609619
	Iteration 56Q: 3 clusters Score -7289736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57921 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7289737.000000 Penalty: 3567.609619
	Iteration 57Q: 3 clusters Score -7289737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7289739.500000 Penalty: 3567.609619
	Iteration 58Q: 3 clusters Score -7289740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7289735.500000 Penalty: 3567.609619
	Iteration 59Q: 3 clusters Score -7289736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7289735.500000 Penalty: 3567.609619
	Iteration 60F: 3 clusters Score -7289736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57951 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7289739.000000 Penalty: 3567.609619
	Iteration 61Q: 3 clusters Score -7289739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7289740.000000 Penalty: 3567.609619
	Iteration 62Q: 3 clusters Score -7289740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7289739.000000 Penalty: 3567.609619
	Iteration 63Q: 3 clusters Score -7289739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7289742.500000 Penalty: 3567.609619
	Iteration 64Q: 3 clusters Score -7289742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7289744.000000 Penalty: 3567.609619
	Iteration 65Q: 3 clusters Score -7289744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7289751.000000 Penalty: 3567.609619
	Iteration 66Q: 3 clusters Score -7289751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57984 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7289751.000000 Penalty: 3567.609619
	Iteration 67Q: 3 clusters Score -7289751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7289748.000000 Penalty: 3567.609619
	Iteration 68Q: 3 clusters Score -7289748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7289755.000000 Penalty: 3567.609619
	Iteration 69Q: 3 clusters Score -7289755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57993 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7289759.000000 Penalty: 3567.609619
	Iteration 70Q: 3 clusters Score -7289759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7289756.500000 Penalty: 3567.609619
	Iteration 71Q: 3 clusters Score -7289756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7289751.500000 Penalty: 3567.609619
	Iteration 72Q: 3 clusters Score -7289752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7289751.500000 Penalty: 3567.609619
	Iteration 73Q: 3 clusters Score -7289752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7289751.500000 Penalty: 3567.609619
	Iteration 74Q: 3 clusters Score -7289752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7289748.000000 Penalty: 3567.609619
	Iteration 75Q: 3 clusters Score -7289748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7289748.000000 Penalty: 3567.609619
	Iteration 76F: 3 clusters Score -7289748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Entering Unmasked Estep 
Score: -425884.781250 Penalty: 1334.321777
	Iteration 0F: 2 clusters Score -425884.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -422799.031250 Penalty: 2668.643555
	Iteration 0F: 3 clusters Score -422799 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -424012.843750 Penalty: 2668.643555
	Iteration 1F: 3 clusters Score -424012.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -424563.500000 Penalty: 2668.643555
	Iteration 2F: 3 clusters Score -424563.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -425064.281250 Penalty: 2668.643555
	Iteration 3F: 3 clusters Score -425064.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -425559.531250 Penalty: 2668.643555
	Iteration 4F: 3 clusters Score -425559.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -425887.250000 Penalty: 2668.643555
	Iteration 5F: 3 clusters Score -425887.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -426005.343750 Penalty: 2668.643555
	Iteration 6Q: 3 clusters Score -426005.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -426045.843750 Penalty: 2668.643555
	Iteration 7Q: 3 clusters Score -426045.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -426060.437500 Penalty: 2668.643555
	Iteration 8Q: 3 clusters Score -426060.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -426072.843750 Penalty: 2668.643555
	Iteration 9Q: 3 clusters Score -426072.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -426084.781250 Penalty: 2668.643555
	Iteration 10Q: 3 clusters Score -426084.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -426092.406250 Penalty: 2668.643555
	Iteration 11Q: 3 clusters Score -426092.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -426097.750000 Penalty: 2668.643555
	Iteration 12Q: 3 clusters Score -426097.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -426105.968750 Penalty: 2668.643555
	Iteration 13Q: 3 clusters Score -426106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -426110.968750 Penalty: 2668.643555
	Iteration 14Q: 3 clusters Score -426111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -426113.750000 Penalty: 2668.643555
	Iteration 15Q: 3 clusters Score -426113.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -426118.031250 Penalty: 2668.643555
	Iteration 16Q: 3 clusters Score -426118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -426121.000000 Penalty: 2668.643555
	Iteration 17Q: 3 clusters Score -426121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -426123.625000 Penalty: 2668.643555
	Iteration 18Q: 3 clusters Score -426123.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -426125.406250 Penalty: 2668.643555
	Iteration 19Q: 3 clusters Score -426125.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -426125.625000 Penalty: 2668.643555
	Iteration 20F: 3 clusters Score -426125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -426127.906250 Penalty: 2668.643555
	Iteration 21Q: 3 clusters Score -426127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -426130.937500 Penalty: 2668.643555
	Iteration 22Q: 3 clusters Score -426130.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -426135.781250 Penalty: 2668.643555
	Iteration 23Q: 3 clusters Score -426135.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -426138.843750 Penalty: 2668.643555
	Iteration 24Q: 3 clusters Score -426138.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -426142.156250 Penalty: 2668.643555
	Iteration 25Q: 3 clusters Score -426142.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -426143.500000 Penalty: 2668.643555
	Iteration 26Q: 3 clusters Score -426143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -426143.406250 Penalty: 2668.643555
	Iteration 27Q: 3 clusters Score -426143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -426143.687500 Penalty: 2668.643555
	Iteration 28Q: 3 clusters Score -426143.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -426143.375000 Penalty: 2668.643555
	Iteration 29Q: 3 clusters Score -426143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -426145.187500 Penalty: 2668.643555
	Iteration 30Q: 3 clusters Score -426145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -426145.218750 Penalty: 2668.643555
	Iteration 31Q: 3 clusters Score -426145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -426146.281250 Penalty: 2668.643555
	Iteration 32Q: 3 clusters Score -426146.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -426146.625000 Penalty: 2668.643555
	Iteration 33Q: 3 clusters Score -426146.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -426147.156250 Penalty: 2668.643555
	Iteration 34Q: 3 clusters Score -426147.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -426147.156250 Penalty: 2668.643555
	Iteration 35F: 3 clusters Score -426147.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26653 members 
Mstep: Class 3 contains 5125 members 
Mstep: Class 4 contains 37805 members 
Mstep: Class 5 contains 43982 members 
Mstep: Class 6 contains 74599 members 
Mstep: Class 7 contains 13661 members 
Mstep: Class 8 contains 3269 members 
Mstep: Class 9 contains 71207 members 
Mstep: Class 10 contains 38054 members 
Mstep: Class 11 contains 58528 members 
Mstep: Class 12 contains 413 members 
Mstep: Class 13 contains 54538 members 
Mstep: Class 14 contains 20697 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75915 members 
Mstep: Class 19 contains 93675 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
Score: -75575184.000000 Penalty: 39018.101562
Splitting cluster 12 changes total score from -75575752.000000 to -75575184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (54538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Entering Unmasked Estep 
Score: -6801417.000000 Penalty: 1772.331177
	Iteration 0F: 2 clusters Score -6801417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -6766624.000000 Penalty: 3544.662354
	Iteration 0F: 3 clusters Score -6766624 nChanged 25519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -6781513.500000 Penalty: 3544.662354
	Iteration 1F: 3 clusters Score -6781514 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -6782917.500000 Penalty: 3544.662354
	Iteration 2F: 3 clusters Score -6782918 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -6785249.000000 Penalty: 3544.662354
	Iteration 3F: 3 clusters Score -6785249 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -6789139.500000 Penalty: 3544.662354
	Iteration 4F: 3 clusters Score -6789140 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -6793979.500000 Penalty: 3544.662354
	Iteration 5F: 3 clusters Score -6793980 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -6797525.500000 Penalty: 3544.662354
	Iteration 6F: 3 clusters Score -6797526 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -6799097.000000 Penalty: 3544.662354
	Iteration 7Q: 3 clusters Score -6799097 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -6799559.000000 Penalty: 3544.662354
	Iteration 8Q: 3 clusters Score -6799559 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -6799705.000000 Penalty: 3544.662354
	Iteration 9Q: 3 clusters Score -6799705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -6799760.500000 Penalty: 3544.662354
	Iteration 10Q: 3 clusters Score -6799760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -6799782.000000 Penalty: 3544.662354
	Iteration 11Q: 3 clusters Score -6799782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -6799799.500000 Penalty: 3544.662354
	Iteration 12Q: 3 clusters Score -6799800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -6799823.500000 Penalty: 3544.662354
	Iteration 13Q: 3 clusters Score -6799824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -6799844.500000 Penalty: 3544.662354
	Iteration 14Q: 3 clusters Score -6799844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -6799849.000000 Penalty: 3544.662354
	Iteration 15Q: 3 clusters Score -6799849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -6799857.500000 Penalty: 3544.662354
	Iteration 16Q: 3 clusters Score -6799858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -6799853.500000 Penalty: 3544.662354
	Iteration 17Q: 3 clusters Score -6799854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 54379 members 
Entering Unmasked Estep 
Score: -6799858.500000 Penalty: 3544.662354
	Iteration 18Q: 3 clusters Score -6799858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -6799858.500000 Penalty: 3544.662354
	Iteration 19Q: 3 clusters Score -6799858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -6799859.500000 Penalty: 3544.662354
	Iteration 20F: 3 clusters Score -6799860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Entering Unmasked Estep 
Score: -2562071.750000 Penalty: 1614.883423
	Iteration 0F: 2 clusters Score -2562072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2547948.750000 Penalty: 3229.766846
	Iteration 0F: 3 clusters Score -2547949 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2553077.500000 Penalty: 3229.766846
	Iteration 1F: 3 clusters Score -2553078 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2553380.250000 Penalty: 3229.766846
	Iteration 2Q: 3 clusters Score -2553380 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2553654.250000 Penalty: 3229.766846
	Iteration 3Q: 3 clusters Score -2553654 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2553931.250000 Penalty: 3229.766846
	Iteration 4Q: 3 clusters Score -2553931 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2554263.250000 Penalty: 3229.766846
	Iteration 5Q: 3 clusters Score -2554263 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2554701.500000 Penalty: 3229.766846
	Iteration 6Q: 3 clusters Score -2554702 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2555326.000000 Penalty: 3229.766846
	Iteration 7F: 3 clusters Score -2555326 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2556287.750000 Penalty: 3229.766846
	Iteration 8F: 3 clusters Score -2556288 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2557479.000000 Penalty: 3229.766846
	Iteration 9F: 3 clusters Score -2557479 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2558739.250000 Penalty: 3229.766846
	Iteration 10F: 3 clusters Score -2558739 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2559684.500000 Penalty: 3229.766846
	Iteration 11Q: 3 clusters Score -2559684 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2560234.750000 Penalty: 3229.766846
	Iteration 12Q: 3 clusters Score -2560235 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2560452.250000 Penalty: 3229.766846
	Iteration 13Q: 3 clusters Score -2560452 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2560532.500000 Penalty: 3229.766846
	Iteration 14Q: 3 clusters Score -2560532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2560578.000000 Penalty: 3229.766846
	Iteration 15Q: 3 clusters Score -2560578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2560598.500000 Penalty: 3229.766846
	Iteration 16Q: 3 clusters Score -2560598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2560605.250000 Penalty: 3229.766846
	Iteration 17Q: 3 clusters Score -2560605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2560608.250000 Penalty: 3229.766846
	Iteration 18Q: 3 clusters Score -2560608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2560617.750000 Penalty: 3229.766846
	Iteration 19Q: 3 clusters Score -2560618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2560621.000000 Penalty: 3229.766846
	Iteration 20F: 3 clusters Score -2560621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2560625.000000 Penalty: 3229.766846
	Iteration 21Q: 3 clusters Score -2560625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2560627.250000 Penalty: 3229.766846
	Iteration 22Q: 3 clusters Score -2560627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2560627.250000 Penalty: 3229.766846
	Iteration 23F: 3 clusters Score -2560627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56142.101562 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55213.277344 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55213.28 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -55315.714844 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55315.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55348.363281 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -55348.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55353.472656 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55353.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55353.472656 Penalty: 1890.561035
	Iteration 4F: 3 clusters Score -55353.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Entering Unmasked Estep 
Score: -9448001.000000 Penalty: 1826.072510
	Iteration 0F: 2 clusters Score -9448001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -9398878.000000 Penalty: 3652.145020
	Iteration 0F: 3 clusters Score -9398878 nChanged 36149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -9419218.000000 Penalty: 3652.145020
	Iteration 1F: 3 clusters Score -9419218 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -9419709.000000 Penalty: 3652.145020
	Iteration 2Q: 3 clusters Score -9419709 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -9420285.000000 Penalty: 3652.145020
	Iteration 3Q: 3 clusters Score -9420285 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -9421225.000000 Penalty: 3652.145020
	Iteration 4Q: 3 clusters Score -9421225 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -9423007.000000 Penalty: 3652.145020
	Iteration 5Q: 3 clusters Score -9423007 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -9426215.000000 Penalty: 3652.145020
	Iteration 6F: 3 clusters Score -9426215 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -9430916.000000 Penalty: 3652.145020
	Iteration 7F: 3 clusters Score -9430916 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 65025 members 
Entering Unmasked Estep 
Score: -9436837.000000 Penalty: 3652.145020
	Iteration 8F: 3 clusters Score -9436837 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 70270 members 
Entering Unmasked Estep 
Score: -9441712.000000 Penalty: 3652.145020
	Iteration 9F: 3 clusters Score -9441712 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 73298 members 
Entering Unmasked Estep 
Score: -9444369.000000 Penalty: 3652.145020
	Iteration 10Q: 3 clusters Score -9444369 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
Score: -9445535.000000 Penalty: 3652.145020
	Iteration 11Q: 3 clusters Score -9445535 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -9445992.000000 Penalty: 3652.145020
	Iteration 12Q: 3 clusters Score -9445992 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 75461 members 
Entering Unmasked Estep 
Score: -9446203.000000 Penalty: 3652.145020
	Iteration 13Q: 3 clusters Score -9446203 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 75546 members 
Entering Unmasked Estep 
Score: -9446292.000000 Penalty: 3652.145020
	Iteration 14Q: 3 clusters Score -9446292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 75583 members 
Entering Unmasked Estep 
Score: -9446325.000000 Penalty: 3652.145020
	Iteration 15Q: 3 clusters Score -9446325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 75591 members 
Entering Unmasked Estep 
Score: -9446343.000000 Penalty: 3652.145020
	Iteration 16Q: 3 clusters Score -9446343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 75600 members 
Entering Unmasked Estep 
Score: -9446358.000000 Penalty: 3652.145020
	Iteration 17Q: 3 clusters Score -9446358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -9446368.000000 Penalty: 3652.145020
	Iteration 18Q: 3 clusters Score -9446368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -9446373.000000 Penalty: 3652.145020
	Iteration 19Q: 3 clusters Score -9446373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 75610 members 
Entering Unmasked Estep 
Score: -9446384.000000 Penalty: 3652.145020
	Iteration 20F: 3 clusters Score -9446384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 75614 members 
Entering Unmasked Estep 
Score: -9446406.000000 Penalty: 3652.145020
	Iteration 21Q: 3 clusters Score -9446406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 75617 members 
Entering Unmasked Estep 
Score: -9446406.000000 Penalty: 3652.145020
	Iteration 22Q: 3 clusters Score -9446406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -9446413.000000 Penalty: 3652.145020
	Iteration 23Q: 3 clusters Score -9446413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 75620 members 
Entering Unmasked Estep 
Score: -9446414.000000 Penalty: 3652.145020
	Iteration 24Q: 3 clusters Score -9446414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -9446419.000000 Penalty: 3652.145020
	Iteration 25Q: 3 clusters Score -9446419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -9446428.000000 Penalty: 3652.145020
	Iteration 26Q: 3 clusters Score -9446428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -9446438.000000 Penalty: 3652.145020
	Iteration 27Q: 3 clusters Score -9446438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
Score: -9446435.000000 Penalty: 3652.145020
	Iteration 28Q: 3 clusters Score -9446435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -9446442.000000 Penalty: 3652.145020
	Iteration 29Q: 3 clusters Score -9446442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 75635 members 
Entering Unmasked Estep 
Score: -9446436.000000 Penalty: 3652.145020
	Iteration 30Q: 3 clusters Score -9446436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -9446430.000000 Penalty: 3652.145020
	Iteration 31Q: 3 clusters Score -9446430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -9446430.000000 Penalty: 3652.145020
	Iteration 32F: 3 clusters Score -9446430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (93675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93675 members 
Entering Unmasked Estep 
Score: -11582110.000000 Penalty: 1860.232910
	Iteration 0F: 2 clusters Score -1.158211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -11521590.000000 Penalty: 3720.465820
	Iteration 0F: 3 clusters Score -1.152159e+07 nChanged 44762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -11547368.000000 Penalty: 3720.465820
	Iteration 1F: 3 clusters Score -1.154737e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -11547993.000000 Penalty: 3720.465820
	Iteration 2Q: 3 clusters Score -1.154799e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -11548733.000000 Penalty: 3720.465820
	Iteration 3Q: 3 clusters Score -1.154873e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -11549688.000000 Penalty: 3720.465820
	Iteration 4Q: 3 clusters Score -1.154969e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -11551054.000000 Penalty: 3720.465820
	Iteration 5Q: 3 clusters Score -1.155105e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -11553300.000000 Penalty: 3720.465820
	Iteration 6Q: 3 clusters Score -1.15533e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -11556966.000000 Penalty: 3720.465820
	Iteration 7F: 3 clusters Score -1.155697e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -11562013.000000 Penalty: 3720.465820
	Iteration 8F: 3 clusters Score -1.156201e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -11567679.000000 Penalty: 3720.465820
	Iteration 9F: 3 clusters Score -1.156768e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -11571342.000000 Penalty: 3720.465820
	Iteration 10F: 3 clusters Score -1.157134e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -11572729.000000 Penalty: 3720.465820
	Iteration 11Q: 3 clusters Score -1.157273e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57399 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -11573284.000000 Penalty: 3720.465820
	Iteration 12Q: 3 clusters Score -1.157328e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -11573722.000000 Penalty: 3720.465820
	Iteration 13Q: 3 clusters Score -1.157372e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -11574092.000000 Penalty: 3720.465820
	Iteration 14Q: 3 clusters Score -1.157409e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -11574413.000000 Penalty: 3720.465820
	Iteration 15Q: 3 clusters Score -1.157441e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61363 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -11574670.000000 Penalty: 3720.465820
	Iteration 16Q: 3 clusters Score -1.157467e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -11574981.000000 Penalty: 3720.465820
	Iteration 17Q: 3 clusters Score -1.157498e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -11575288.000000 Penalty: 3720.465820
	Iteration 18Q: 3 clusters Score -1.157529e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -11575598.000000 Penalty: 3720.465820
	Iteration 19Q: 3 clusters Score -1.15756e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -11575840.000000 Penalty: 3720.465820
	Iteration 20F: 3 clusters Score -1.157584e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66719 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -11576085.000000 Penalty: 3720.465820
	Iteration 21Q: 3 clusters Score -1.157608e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -11576260.000000 Penalty: 3720.465820
	Iteration 22Q: 3 clusters Score -1.157626e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68781 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -11576523.000000 Penalty: 3720.465820
	Iteration 23Q: 3 clusters Score -1.157652e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -11576734.000000 Penalty: 3720.465820
	Iteration 24Q: 3 clusters Score -1.157673e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70885 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -11576990.000000 Penalty: 3720.465820
	Iteration 25Q: 3 clusters Score -1.157699e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -11577245.000000 Penalty: 3720.465820
	Iteration 26Q: 3 clusters Score -1.157724e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72939 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -11577401.000000 Penalty: 3720.465820
	Iteration 27Q: 3 clusters Score -1.15774e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -11577503.000000 Penalty: 3720.465820
	Iteration 28Q: 3 clusters Score -1.15775e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74947 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -11577698.000000 Penalty: 3720.465820
	Iteration 29Q: 3 clusters Score -1.15777e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -11577820.000000 Penalty: 3720.465820
	Iteration 30Q: 3 clusters Score -1.157782e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76736 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -11577894.000000 Penalty: 3720.465820
	Iteration 31Q: 3 clusters Score -1.157789e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77599 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -11578082.000000 Penalty: 3720.465820
	Iteration 32Q: 3 clusters Score -1.157808e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -11578205.000000 Penalty: 3720.465820
	Iteration 33Q: 3 clusters Score -1.15782e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79250 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -11578348.000000 Penalty: 3720.465820
	Iteration 34Q: 3 clusters Score -1.157835e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80019 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -11578473.000000 Penalty: 3720.465820
	Iteration 35Q: 3 clusters Score -1.157847e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80749 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -11578621.000000 Penalty: 3720.465820
	Iteration 36Q: 3 clusters Score -1.157862e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81441 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -11578744.000000 Penalty: 3720.465820
	Iteration 37Q: 3 clusters Score -1.157874e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82062 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -11578853.000000 Penalty: 3720.465820
	Iteration 38Q: 3 clusters Score -1.157885e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82643 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -11578842.000000 Penalty: 3720.465820
	Iteration 39Q: 3 clusters Score -1.157884e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83171 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -11578833.000000 Penalty: 3720.465820
	Iteration 40F: 3 clusters Score -1.157883e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -11578841.000000 Penalty: 3720.465820
	Iteration 41Q: 3 clusters Score -1.157884e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84097 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -11578851.000000 Penalty: 3720.465820
	Iteration 42Q: 3 clusters Score -1.157885e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84514 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -11578892.000000 Penalty: 3720.465820
	Iteration 43Q: 3 clusters Score -1.157889e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84939 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -11578894.000000 Penalty: 3720.465820
	Iteration 44Q: 3 clusters Score -1.157889e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85328 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -11578935.000000 Penalty: 3720.465820
	Iteration 45Q: 3 clusters Score -1.157894e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85707 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -11578922.000000 Penalty: 3720.465820
	Iteration 46Q: 3 clusters Score -1.157892e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86041 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -11578904.000000 Penalty: 3720.465820
	Iteration 47Q: 3 clusters Score -1.15789e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -11578922.000000 Penalty: 3720.465820
	Iteration 48Q: 3 clusters Score -1.157892e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86573 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -11578852.000000 Penalty: 3720.465820
	Iteration 49Q: 3 clusters Score -1.157885e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86793 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -11578809.000000 Penalty: 3720.465820
	Iteration 50Q: 3 clusters Score -1.157881e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86992 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -11578761.000000 Penalty: 3720.465820
	Iteration 51Q: 3 clusters Score -1.157876e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87177 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -11578720.000000 Penalty: 3720.465820
	Iteration 52Q: 3 clusters Score -1.157872e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -11578709.000000 Penalty: 3720.465820
	Iteration 53Q: 3 clusters Score -1.157871e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87559 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -11578722.000000 Penalty: 3720.465820
	Iteration 54Q: 3 clusters Score -1.157872e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87758 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -11578721.000000 Penalty: 3720.465820
	Iteration 55Q: 3 clusters Score -1.157872e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87936 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -11578755.000000 Penalty: 3720.465820
	Iteration 56Q: 3 clusters Score -1.157876e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88097 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -11578846.000000 Penalty: 3720.465820
	Iteration 57Q: 3 clusters Score -1.157885e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88236 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -11578940.000000 Penalty: 3720.465820
	Iteration 58Q: 3 clusters Score -1.157894e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -11579017.000000 Penalty: 3720.465820
	Iteration 59Q: 3 clusters Score -1.157902e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -11579099.000000 Penalty: 3720.465820
	Iteration 60F: 3 clusters Score -1.15791e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88641 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -11579158.000000 Penalty: 3720.465820
	Iteration 61Q: 3 clusters Score -1.157916e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -11579207.000000 Penalty: 3720.465820
	Iteration 62Q: 3 clusters Score -1.157921e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88905 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -11579248.000000 Penalty: 3720.465820
	Iteration 63Q: 3 clusters Score -1.157925e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -11579324.000000 Penalty: 3720.465820
	Iteration 64Q: 3 clusters Score -1.157932e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89162 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -11579451.000000 Penalty: 3720.465820
	Iteration 65Q: 3 clusters Score -1.157945e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89293 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -11579540.000000 Penalty: 3720.465820
	Iteration 66Q: 3 clusters Score -1.157954e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89419 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -11579607.000000 Penalty: 3720.465820
	Iteration 67Q: 3 clusters Score -1.157961e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -11579668.000000 Penalty: 3720.465820
	Iteration 68Q: 3 clusters Score -1.157967e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89664 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -11579707.000000 Penalty: 3720.465820
	Iteration 69Q: 3 clusters Score -1.157971e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89791 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -11579743.000000 Penalty: 3720.465820
	Iteration 70Q: 3 clusters Score -1.157974e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -11579786.000000 Penalty: 3720.465820
	Iteration 71Q: 3 clusters Score -1.157979e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90031 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -11579824.000000 Penalty: 3720.465820
	Iteration 72Q: 3 clusters Score -1.157982e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -11579890.000000 Penalty: 3720.465820
	Iteration 73Q: 3 clusters Score -1.157989e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90257 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -11579973.000000 Penalty: 3720.465820
	Iteration 74Q: 3 clusters Score -1.157997e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90374 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -11580012.000000 Penalty: 3720.465820
	Iteration 75Q: 3 clusters Score -1.158001e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90471 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -11580060.000000 Penalty: 3720.465820
	Iteration 76Q: 3 clusters Score -1.158006e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90553 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -11580075.000000 Penalty: 3720.465820
	Iteration 77Q: 3 clusters Score -1.158008e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90617 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -11580095.000000 Penalty: 3720.465820
	Iteration 78Q: 3 clusters Score -1.15801e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90683 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -11580117.000000 Penalty: 3720.465820
	Iteration 79Q: 3 clusters Score -1.158012e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90756 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -11580130.000000 Penalty: 3720.465820
	Iteration 80F: 3 clusters Score -1.158013e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90810 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -11580119.000000 Penalty: 3720.465820
	Iteration 81Q: 3 clusters Score -1.158012e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90864 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -11580111.000000 Penalty: 3720.465820
	Iteration 82Q: 3 clusters Score -1.158011e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -11580137.000000 Penalty: 3720.465820
	Iteration 83Q: 3 clusters Score -1.158014e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90949 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -11580155.000000 Penalty: 3720.465820
	Iteration 84Q: 3 clusters Score -1.158016e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90990 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -11580167.000000 Penalty: 3720.465820
	Iteration 85Q: 3 clusters Score -1.158017e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91035 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -11580204.000000 Penalty: 3720.465820
	Iteration 86Q: 3 clusters Score -1.15802e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91086 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -11580260.000000 Penalty: 3720.465820
	Iteration 87Q: 3 clusters Score -1.158026e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91136 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -11580273.000000 Penalty: 3720.465820
	Iteration 88Q: 3 clusters Score -1.158027e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -11580287.000000 Penalty: 3720.465820
	Iteration 89Q: 3 clusters Score -1.158029e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91211 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -11580298.000000 Penalty: 3720.465820
	Iteration 90Q: 3 clusters Score -1.15803e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91249 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -11580312.000000 Penalty: 3720.465820
	Iteration 91Q: 3 clusters Score -1.158031e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91294 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -11580317.000000 Penalty: 3720.465820
	Iteration 92Q: 3 clusters Score -1.158032e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91331 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -11580328.000000 Penalty: 3720.465820
	Iteration 93Q: 3 clusters Score -1.158033e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -11580342.000000 Penalty: 3720.465820
	Iteration 94Q: 3 clusters Score -1.158034e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91427 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -11580346.000000 Penalty: 3720.465820
	Iteration 95Q: 3 clusters Score -1.158035e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91476 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -11580367.000000 Penalty: 3720.465820
	Iteration 96Q: 3 clusters Score -1.158037e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -11580385.000000 Penalty: 3720.465820
	Iteration 97Q: 3 clusters Score -1.158038e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91565 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -11580394.000000 Penalty: 3720.465820
	Iteration 98Q: 3 clusters Score -1.158039e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -11580420.000000 Penalty: 3720.465820
	Iteration 99Q: 3 clusters Score -1.158042e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91637 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -11580428.000000 Penalty: 3720.465820
	Iteration 100F: 3 clusters Score -1.158043e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -11580438.000000 Penalty: 3720.465820
	Iteration 101Q: 3 clusters Score -1.158044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91679 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -11580430.000000 Penalty: 3720.465820
	Iteration 102Q: 3 clusters Score -1.158043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -11580435.000000 Penalty: 3720.465820
	Iteration 103Q: 3 clusters Score -1.158044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91707 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -11580433.000000 Penalty: 3720.465820
	Iteration 104Q: 3 clusters Score -1.158043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91723 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -11580429.000000 Penalty: 3720.465820
	Iteration 105Q: 3 clusters Score -1.158043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91737 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -11580421.000000 Penalty: 3720.465820
	Iteration 106Q: 3 clusters Score -1.158042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -11580417.000000 Penalty: 3720.465820
	Iteration 107Q: 3 clusters Score -1.158042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91760 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -11580438.000000 Penalty: 3720.465820
	Iteration 108Q: 3 clusters Score -1.158044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91771 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -11580434.000000 Penalty: 3720.465820
	Iteration 109Q: 3 clusters Score -1.158043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91777 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -11580426.000000 Penalty: 3720.465820
	Iteration 110Q: 3 clusters Score -1.158043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91781 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -11580425.000000 Penalty: 3720.465820
	Iteration 111Q: 3 clusters Score -1.158042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -11580422.000000 Penalty: 3720.465820
	Iteration 112Q: 3 clusters Score -1.158042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91786 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -11580419.000000 Penalty: 3720.465820
	Iteration 113Q: 3 clusters Score -1.158042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91790 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -11580427.000000 Penalty: 3720.465820
	Iteration 114Q: 3 clusters Score -1.158043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91792 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -11580419.000000 Penalty: 3720.465820
	Iteration 115Q: 3 clusters Score -1.158042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91794 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -11580424.000000 Penalty: 3720.465820
	Iteration 116Q: 3 clusters Score -1.158042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91795 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -11580431.000000 Penalty: 3720.465820
	Iteration 117Q: 3 clusters Score -1.158043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91795 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -11580431.000000 Penalty: 3720.465820
	Iteration 118F: 3 clusters Score -1.158043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -101817.015625 Penalty: 1092.231689
	Iteration 0F: 2 clusters Score -101817 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 389 members 
Entering Unmasked Estep 
Score: -100481.742188 Penalty: 2184.463379
	Iteration 0F: 3 clusters Score -100481.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -100689.296875 Penalty: 2184.463379
	Iteration 1F: 3 clusters Score -100689.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -100739.929688 Penalty: 2184.463379
	Iteration 2F: 3 clusters Score -100739.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -100760.500000 Penalty: 2184.463379
	Iteration 3Q: 3 clusters Score -100760.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -100780.500000 Penalty: 2184.463379
	Iteration 4Q: 3 clusters Score -100780.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -100787.828125 Penalty: 2184.463379
	Iteration 5Q: 3 clusters Score -100787.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -100791.625000 Penalty: 2184.463379
	Iteration 6Q: 3 clusters Score -100791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -100793.429688 Penalty: 2184.463379
	Iteration 7Q: 3 clusters Score -100793.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -100795.218750 Penalty: 2184.463379
	Iteration 8Q: 3 clusters Score -100795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -100796.953125 Penalty: 2184.463379
	Iteration 9Q: 3 clusters Score -100797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -100799.750000 Penalty: 2184.463379
	Iteration 10Q: 3 clusters Score -100799.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -100804.070312 Penalty: 2184.463379
	Iteration 11Q: 3 clusters Score -100804.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -100808.835938 Penalty: 2184.463379
	Iteration 12Q: 3 clusters Score -100808.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -100817.710938 Penalty: 2184.463379
	Iteration 13Q: 3 clusters Score -100817.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -100824.640625 Penalty: 2184.463379
	Iteration 14Q: 3 clusters Score -100824.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -100828.398438 Penalty: 2184.463379
	Iteration 15Q: 3 clusters Score -100828.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -100832.421875 Penalty: 2184.463379
	Iteration 16Q: 3 clusters Score -100832.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -100835.210938 Penalty: 2184.463379
	Iteration 17Q: 3 clusters Score -100835.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -100836.156250 Penalty: 2184.463379
	Iteration 18Q: 3 clusters Score -100836.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -100838.070312 Penalty: 2184.463379
	Iteration 19Q: 3 clusters Score -100838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -100838.804688 Penalty: 2184.463379
	Iteration 20F: 3 clusters Score -100838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26653 members 
Mstep: Class 3 contains 5125 members 
Mstep: Class 4 contains 37805 members 
Mstep: Class 5 contains 43982 members 
Mstep: Class 6 contains 74599 members 
Mstep: Class 7 contains 13661 members 
Mstep: Class 9 contains 71207 members 
Mstep: Class 10 contains 38054 members 
Mstep: Class 11 contains 58528 members 
Mstep: Class 12 contains 3682 members 
Mstep: Class 13 contains 54538 members 
Mstep: Class 14 contains 20697 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75915 members 
Mstep: Class 19 contains 93675 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575776.000000 Penalty: 36850.429688
Iteration 319Q: 18 clusters Score -7.557578e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 26653 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 37823 members 
Mstep: Class 5 contains 43983 members 
Mstep: Class 6 contains 74592 members 
Mstep: Class 7 contains 13728 members 
Mstep: Class 9 contains 71210 members 
Mstep: Class 10 contains 38054 members 
Mstep: Class 11 contains 58567 members 
Mstep: Class 12 contains 3682 members 
Mstep: Class 13 contains 54504 members 
Mstep: Class 14 contains 20673 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75914 members 
Mstep: Class 19 contains 93608 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575712.000000 Penalty: 36850.429688
Iteration 320F: 18 clusters Score -7.557571e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 26665 members 
Mstep: Class 3 contains 5125 members 
Mstep: Class 4 contains 37851 members 
Mstep: Class 5 contains 43988 members 
Mstep: Class 6 contains 74601 members 
Mstep: Class 7 contains 13790 members 
Mstep: Class 9 contains 71221 members 
Mstep: Class 10 contains 38047 members 
Mstep: Class 11 contains 58601 members 
Mstep: Class 12 contains 3684 members 
Mstep: Class 13 contains 54477 members 
Mstep: Class 14 contains 20639 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75910 members 
Mstep: Class 19 contains 93521 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575648.000000 Penalty: 36850.429688
Iteration 321Q: 18 clusters Score -7.557565e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 26671 members 
Mstep: Class 3 contains 5122 members 
Mstep: Class 4 contains 37878 members 
Mstep: Class 5 contains 43985 members 
Mstep: Class 6 contains 74613 members 
Mstep: Class 7 contains 13851 members 
Mstep: Class 9 contains 71204 members 
Mstep: Class 10 contains 38036 members 
Mstep: Class 11 contains 58637 members 
Mstep: Class 12 contains 3686 members 
Mstep: Class 13 contains 54474 members 
Mstep: Class 14 contains 20603 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75918 members 
Mstep: Class 19 contains 93441 members 
Mstep: Class 20 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575536.000000 Penalty: 36850.429688
Iteration 322Q: 18 clusters Score -7.557554e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 26672 members 
Mstep: Class 3 contains 5120 members 
Mstep: Class 4 contains 37901 members 
Mstep: Class 5 contains 43986 members 
Mstep: Class 6 contains 74607 members 
Mstep: Class 7 contains 13912 members 
Mstep: Class 9 contains 71195 members 
Mstep: Class 10 contains 38035 members 
Mstep: Class 11 contains 58680 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 54466 members 
Mstep: Class 14 contains 20576 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75930 members 
Mstep: Class 19 contains 93349 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575504.000000 Penalty: 36850.429688
Iteration 323Q: 18 clusters Score -7.55755e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 26670 members 
Mstep: Class 3 contains 5112 members 
Mstep: Class 4 contains 37928 members 
Mstep: Class 5 contains 43988 members 
Mstep: Class 6 contains 74605 members 
Mstep: Class 7 contains 13974 members 
Mstep: Class 9 contains 71184 members 
Mstep: Class 10 contains 38038 members 
Mstep: Class 11 contains 58719 members 
Mstep: Class 12 contains 3692 members 
Mstep: Class 13 contains 54459 members 
Mstep: Class 14 contains 20540 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75932 members 
Mstep: Class 19 contains 93276 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575488.000000 Penalty: 36850.429688
Iteration 324Q: 18 clusters Score -7.557549e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26678 members 
Mstep: Class 3 contains 5103 members 
Mstep: Class 4 contains 37950 members 
Mstep: Class 5 contains 43992 members 
Mstep: Class 6 contains 74587 members 
Mstep: Class 7 contains 14032 members 
Mstep: Class 9 contains 71185 members 
Mstep: Class 10 contains 38033 members 
Mstep: Class 11 contains 58760 members 
Mstep: Class 12 contains 3695 members 
Mstep: Class 13 contains 54449 members 
Mstep: Class 14 contains 20514 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75946 members 
Mstep: Class 19 contains 93192 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575344.000000 Penalty: 36850.429688
Iteration 325Q: 18 clusters Score -7.557534e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26682 members 
Mstep: Class 3 contains 5098 members 
Mstep: Class 4 contains 37978 members 
Mstep: Class 5 contains 43997 members 
Mstep: Class 6 contains 74565 members 
Mstep: Class 7 contains 14082 members 
Mstep: Class 9 contains 71189 members 
Mstep: Class 10 contains 38038 members 
Mstep: Class 11 contains 58788 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 54420 members 
Mstep: Class 14 contains 20492 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75960 members 
Mstep: Class 19 contains 93128 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575264.000000 Penalty: 36850.429688
Iteration 326Q: 18 clusters Score -7.557526e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26689 members 
Mstep: Class 3 contains 5094 members 
Mstep: Class 4 contains 38003 members 
Mstep: Class 5 contains 44009 members 
Mstep: Class 6 contains 74560 members 
Mstep: Class 7 contains 14115 members 
Mstep: Class 9 contains 71187 members 
Mstep: Class 10 contains 38062 members 
Mstep: Class 11 contains 58816 members 
Mstep: Class 12 contains 3701 members 
Mstep: Class 13 contains 54411 members 
Mstep: Class 14 contains 20467 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75967 members 
Mstep: Class 19 contains 93033 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575112.000000 Penalty: 36850.429688
Iteration 327Q: 18 clusters Score -7.557511e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26700 members 
Mstep: Class 3 contains 5085 members 
Mstep: Class 4 contains 38028 members 
Mstep: Class 5 contains 44010 members 
Mstep: Class 6 contains 74551 members 
Mstep: Class 7 contains 14170 members 
Mstep: Class 9 contains 71202 members 
Mstep: Class 10 contains 38084 members 
Mstep: Class 11 contains 58846 members 
Mstep: Class 12 contains 3704 members 
Mstep: Class 13 contains 54394 members 
Mstep: Class 14 contains 20426 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75978 members 
Mstep: Class 19 contains 92935 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575120.000000 Penalty: 36850.429688
Iteration 328Q: 18 clusters Score -7.557512e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26713 members 
Mstep: Class 3 contains 5080 members 
Mstep: Class 4 contains 38056 members 
Mstep: Class 5 contains 44023 members 
Mstep: Class 6 contains 74542 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 9 contains 71202 members 
Mstep: Class 10 contains 38112 members 
Mstep: Class 11 contains 58890 members 
Mstep: Class 12 contains 3705 members 
Mstep: Class 13 contains 54390 members 
Mstep: Class 14 contains 20375 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75986 members 
Mstep: Class 19 contains 92806 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574960.000000 Penalty: 36850.429688
Iteration 329Q: 18 clusters Score -7.557496e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26723 members 
Mstep: Class 3 contains 5085 members 
Mstep: Class 4 contains 38088 members 
Mstep: Class 5 contains 44038 members 
Mstep: Class 6 contains 74554 members 
Mstep: Class 7 contains 14309 members 
Mstep: Class 9 contains 71205 members 
Mstep: Class 10 contains 38141 members 
Mstep: Class 11 contains 58934 members 
Mstep: Class 12 contains 3705 members 
Mstep: Class 13 contains 54366 members 
Mstep: Class 14 contains 20315 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75970 members 
Mstep: Class 19 contains 92681 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574912.000000 Penalty: 36850.429688
Iteration 330Q: 18 clusters Score -7.557491e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26730 members 
Mstep: Class 3 contains 5088 members 
Mstep: Class 4 contains 38102 members 
Mstep: Class 5 contains 44051 members 
Mstep: Class 6 contains 74573 members 
Mstep: Class 7 contains 14370 members 
Mstep: Class 9 contains 71209 members 
Mstep: Class 10 contains 38177 members 
Mstep: Class 11 contains 58976 members 
Mstep: Class 12 contains 3708 members 
Mstep: Class 13 contains 54359 members 
Mstep: Class 14 contains 20254 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75959 members 
Mstep: Class 19 contains 92558 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574880.000000 Penalty: 36850.429688
Iteration 331Q: 18 clusters Score -7.557488e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26744 members 
Mstep: Class 3 contains 5082 members 
Mstep: Class 4 contains 38122 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 74577 members 
Mstep: Class 7 contains 14451 members 
Mstep: Class 9 contains 71199 members 
Mstep: Class 10 contains 38208 members 
Mstep: Class 11 contains 59016 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 54362 members 
Mstep: Class 14 contains 20188 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75956 members 
Mstep: Class 19 contains 92433 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574792.000000 Penalty: 36850.429688
Iteration 332Q: 18 clusters Score -7.557479e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26754 members 
Mstep: Class 3 contains 5079 members 
Mstep: Class 4 contains 38158 members 
Mstep: Class 5 contains 44076 members 
Mstep: Class 6 contains 74578 members 
Mstep: Class 7 contains 14547 members 
Mstep: Class 9 contains 71194 members 
Mstep: Class 10 contains 38236 members 
Mstep: Class 11 contains 59061 members 
Mstep: Class 12 contains 3711 members 
Mstep: Class 13 contains 54353 members 
Mstep: Class 14 contains 20125 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75947 members 
Mstep: Class 19 contains 92295 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574808.000000 Penalty: 36850.429688
Iteration 333Q: 18 clusters Score -7.557481e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26760 members 
Mstep: Class 3 contains 5076 members 
Mstep: Class 4 contains 38191 members 
Mstep: Class 5 contains 44087 members 
Mstep: Class 6 contains 74562 members 
Mstep: Class 7 contains 14639 members 
Mstep: Class 9 contains 71192 members 
Mstep: Class 10 contains 38251 members 
Mstep: Class 11 contains 59106 members 
Mstep: Class 12 contains 3714 members 
Mstep: Class 13 contains 54349 members 
Mstep: Class 14 contains 20061 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75938 members 
Mstep: Class 19 contains 92188 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574672.000000 Penalty: 36850.429688
Iteration 334Q: 18 clusters Score -7.557467e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26768 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 38222 members 
Mstep: Class 5 contains 44090 members 
Mstep: Class 6 contains 74558 members 
Mstep: Class 7 contains 14723 members 
Mstep: Class 9 contains 71204 members 
Mstep: Class 10 contains 38265 members 
Mstep: Class 11 contains 59188 members 
Mstep: Class 12 contains 3716 members 
Mstep: Class 13 contains 54344 members 
Mstep: Class 14 contains 19986 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75930 members 
Mstep: Class 19 contains 92047 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574600.000000 Penalty: 36850.429688
Iteration 335Q: 18 clusters Score -7.55746e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26777 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 38255 members 
Mstep: Class 5 contains 44092 members 
Mstep: Class 6 contains 74543 members 
Mstep: Class 7 contains 14810 members 
Mstep: Class 9 contains 71203 members 
Mstep: Class 10 contains 38275 members 
Mstep: Class 11 contains 59270 members 
Mstep: Class 12 contains 3720 members 
Mstep: Class 13 contains 54334 members 
Mstep: Class 14 contains 19905 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75930 members 
Mstep: Class 19 contains 91927 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574552.000000 Penalty: 36850.429688
Iteration 336Q: 18 clusters Score -7.557455e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26784 members 
Mstep: Class 3 contains 5068 members 
Mstep: Class 4 contains 38284 members 
Mstep: Class 5 contains 44102 members 
Mstep: Class 6 contains 74537 members 
Mstep: Class 7 contains 14875 members 
Mstep: Class 9 contains 71212 members 
Mstep: Class 10 contains 38293 members 
Mstep: Class 11 contains 59327 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 54358 members 
Mstep: Class 14 contains 19829 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75906 members 
Mstep: Class 19 contains 91813 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574552.000000 Penalty: 36850.429688
Iteration 337Q: 18 clusters Score -7.557455e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26788 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 38316 members 
Mstep: Class 5 contains 44115 members 
Mstep: Class 6 contains 74538 members 
Mstep: Class 7 contains 14943 members 
Mstep: Class 9 contains 71240 members 
Mstep: Class 10 contains 38308 members 
Mstep: Class 11 contains 59387 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 54392 members 
Mstep: Class 14 contains 19748 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75881 members 
Mstep: Class 19 contains 91662 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574448.000000 Penalty: 36850.429688
Iteration 338Q: 18 clusters Score -7.557445e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 26792 members 
Mstep: Class 3 contains 5065 members 
Mstep: Class 4 contains 38355 members 
Mstep: Class 5 contains 44128 members 
Mstep: Class 6 contains 74531 members 
Mstep: Class 7 contains 15011 members 
Mstep: Class 9 contains 71257 members 
Mstep: Class 10 contains 38332 members 
Mstep: Class 11 contains 59459 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 54401 members 
Mstep: Class 14 contains 19676 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75857 members 
Mstep: Class 19 contains 91518 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574456.000000 Penalty: 36850.429688
Iteration 339Q: 18 clusters Score -7.557446e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 26810 members 
Mstep: Class 3 contains 5062 members 
Mstep: Class 4 contains 38396 members 
Mstep: Class 5 contains 44146 members 
Mstep: Class 6 contains 74537 members 
Mstep: Class 7 contains 15078 members 
Mstep: Class 9 contains 71285 members 
Mstep: Class 10 contains 38369 members 
Mstep: Class 11 contains 59521 members 
Mstep: Class 12 contains 3730 members 
Mstep: Class 13 contains 54426 members 
Mstep: Class 14 contains 19582 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75837 members 
Mstep: Class 19 contains 91332 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574248.000000 Penalty: 36850.429688
Iteration 340F: 18 clusters Score -7.557425e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 26825 members 
Mstep: Class 3 contains 5063 members 
Mstep: Class 4 contains 38441 members 
Mstep: Class 5 contains 44169 members 
Mstep: Class 6 contains 74518 members 
Mstep: Class 7 contains 15149 members 
Mstep: Class 9 contains 71286 members 
Mstep: Class 10 contains 38407 members 
Mstep: Class 11 contains 59596 members 
Mstep: Class 12 contains 3733 members 
Mstep: Class 13 contains 54494 members 
Mstep: Class 14 contains 19484 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75815 members 
Mstep: Class 19 contains 91131 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574048.000000 Penalty: 36850.429688
Iteration 341Q: 18 clusters Score -7.557405e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 26829 members 
Mstep: Class 3 contains 5064 members 
Mstep: Class 4 contains 38488 members 
Mstep: Class 5 contains 44206 members 
Mstep: Class 6 contains 74485 members 
Mstep: Class 7 contains 15222 members 
Mstep: Class 9 contains 71297 members 
Mstep: Class 10 contains 38439 members 
Mstep: Class 11 contains 59657 members 
Mstep: Class 12 contains 3736 members 
Mstep: Class 13 contains 54566 members 
Mstep: Class 14 contains 19384 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75793 members 
Mstep: Class 19 contains 90945 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573792.000000 Penalty: 36850.429688
Iteration 342Q: 18 clusters Score -7.557379e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 26831 members 
Mstep: Class 3 contains 5067 members 
Mstep: Class 4 contains 38521 members 
Mstep: Class 5 contains 44225 members 
Mstep: Class 6 contains 74436 members 
Mstep: Class 7 contains 15301 members 
Mstep: Class 9 contains 71312 members 
Mstep: Class 10 contains 38467 members 
Mstep: Class 11 contains 59737 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 54667 members 
Mstep: Class 14 contains 19263 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75789 members 
Mstep: Class 19 contains 90752 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573560.000000 Penalty: 36850.429688
Iteration 343Q: 18 clusters Score -7.557356e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26820 members 
Mstep: Class 3 contains 5071 members 
Mstep: Class 4 contains 38560 members 
Mstep: Class 5 contains 44240 members 
Mstep: Class 6 contains 74404 members 
Mstep: Class 7 contains 15383 members 
Mstep: Class 9 contains 71327 members 
Mstep: Class 10 contains 38509 members 
Mstep: Class 11 contains 59828 members 
Mstep: Class 12 contains 3751 members 
Mstep: Class 13 contains 54752 members 
Mstep: Class 14 contains 19157 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75784 members 
Mstep: Class 19 contains 90523 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573296.000000 Penalty: 36850.429688
Iteration 344Q: 18 clusters Score -7.55733e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26812 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 38607 members 
Mstep: Class 5 contains 44261 members 
Mstep: Class 6 contains 74360 members 
Mstep: Class 7 contains 15475 members 
Mstep: Class 9 contains 71352 members 
Mstep: Class 10 contains 38554 members 
Mstep: Class 11 contains 59910 members 
Mstep: Class 12 contains 3758 members 
Mstep: Class 13 contains 54844 members 
Mstep: Class 14 contains 19051 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75790 members 
Mstep: Class 19 contains 90263 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573144.000000 Penalty: 36850.429688
Iteration 345Q: 18 clusters Score -7.557314e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26805 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 38658 members 
Mstep: Class 5 contains 44288 members 
Mstep: Class 6 contains 74341 members 
Mstep: Class 7 contains 15583 members 
Mstep: Class 9 contains 71377 members 
Mstep: Class 10 contains 38621 members 
Mstep: Class 11 contains 60007 members 
Mstep: Class 12 contains 3767 members 
Mstep: Class 13 contains 54920 members 
Mstep: Class 14 contains 18917 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75793 members 
Mstep: Class 19 contains 89960 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572840.000000 Penalty: 36850.429688
Iteration 346Q: 18 clusters Score -7.557284e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 26808 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 38734 members 
Mstep: Class 5 contains 44327 members 
Mstep: Class 6 contains 74351 members 
Mstep: Class 7 contains 15668 members 
Mstep: Class 9 contains 71418 members 
Mstep: Class 10 contains 38691 members 
Mstep: Class 11 contains 60116 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 54974 members 
Mstep: Class 14 contains 18789 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75790 members 
Mstep: Class 19 contains 89597 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572704.000000 Penalty: 36850.429688
Iteration 347Q: 18 clusters Score -7.55727e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 26800 members 
Mstep: Class 3 contains 5049 members 
Mstep: Class 4 contains 38803 members 
Mstep: Class 5 contains 44374 members 
Mstep: Class 6 contains 74371 members 
Mstep: Class 7 contains 15755 members 
Mstep: Class 9 contains 71460 members 
Mstep: Class 10 contains 38756 members 
Mstep: Class 11 contains 60259 members 
Mstep: Class 12 contains 3794 members 
Mstep: Class 13 contains 55032 members 
Mstep: Class 14 contains 18644 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75810 members 
Mstep: Class 19 contains 89199 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572256.000000 Penalty: 36850.429688
Iteration 348Q: 18 clusters Score -7.557226e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 38889 members 
Mstep: Class 5 contains 44419 members 
Mstep: Class 6 contains 74378 members 
Mstep: Class 7 contains 15851 members 
Mstep: Class 9 contains 71517 members 
Mstep: Class 10 contains 38834 members 
Mstep: Class 11 contains 60424 members 
Mstep: Class 12 contains 3801 members 
Mstep: Class 13 contains 55112 members 
Mstep: Class 14 contains 18470 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75841 members 
Mstep: Class 19 contains 88725 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572024.000000 Penalty: 36850.429688
Iteration 349Q: 18 clusters Score -7.557202e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 26816 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 38993 members 
Mstep: Class 5 contains 44452 members 
Mstep: Class 6 contains 74379 members 
Mstep: Class 7 contains 15958 members 
Mstep: Class 9 contains 71566 members 
Mstep: Class 10 contains 38922 members 
Mstep: Class 11 contains 60613 members 
Mstep: Class 12 contains 3807 members 
Mstep: Class 13 contains 55204 members 
Mstep: Class 14 contains 18309 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75865 members 
Mstep: Class 19 contains 88193 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571352.000000 Penalty: 36850.429688
Iteration 350Q: 18 clusters Score -7.557135e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 5022 members 
Mstep: Class 4 contains 39110 members 
Mstep: Class 5 contains 44498 members 
Mstep: Class 6 contains 74405 members 
Mstep: Class 7 contains 16066 members 
Mstep: Class 9 contains 71610 members 
Mstep: Class 10 contains 39025 members 
Mstep: Class 11 contains 60836 members 
Mstep: Class 12 contains 3816 members 
Mstep: Class 13 contains 55305 members 
Mstep: Class 14 contains 18138 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75891 members 
Mstep: Class 19 contains 87568 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571032.000000 Penalty: 36850.429688
Iteration 351Q: 18 clusters Score -7.557103e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 26822 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 39234 members 
Mstep: Class 5 contains 44549 members 
Mstep: Class 6 contains 74433 members 
Mstep: Class 7 contains 16202 members 
Mstep: Class 9 contains 71637 members 
Mstep: Class 10 contains 39129 members 
Mstep: Class 11 contains 61080 members 
Mstep: Class 12 contains 3828 members 
Mstep: Class 13 contains 55389 members 
Mstep: Class 14 contains 17958 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75923 members 
Mstep: Class 19 contains 86907 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571248.000000 Penalty: 36850.429688
Iteration 352Q: 18 clusters Score -7.557125e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 26812 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 39351 members 
Mstep: Class 5 contains 44604 members 
Mstep: Class 6 contains 74464 members 
Mstep: Class 7 contains 16339 members 
Mstep: Class 9 contains 71658 members 
Mstep: Class 10 contains 39242 members 
Mstep: Class 11 contains 61298 members 
Mstep: Class 12 contains 3844 members 
Mstep: Class 13 contains 55474 members 
Mstep: Class 14 contains 17776 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75966 members 
Mstep: Class 19 contains 86266 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571232.000000 Penalty: 36850.429688
Iteration 353Q: 18 clusters Score -7.557123e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 26801 members 
Mstep: Class 3 contains 5004 members 
Mstep: Class 4 contains 39463 members 
Mstep: Class 5 contains 44645 members 
Mstep: Class 6 contains 74502 members 
Mstep: Class 7 contains 16487 members 
Mstep: Class 9 contains 71679 members 
Mstep: Class 10 contains 39340 members 
Mstep: Class 11 contains 61531 members 
Mstep: Class 12 contains 3854 members 
Mstep: Class 13 contains 55554 members 
Mstep: Class 14 contains 17589 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76005 members 
Mstep: Class 19 contains 85651 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571072.000000 Penalty: 36850.429688
Iteration 354Q: 18 clusters Score -7.557107e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 26789 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 4 contains 39562 members 
Mstep: Class 5 contains 44691 members 
Mstep: Class 6 contains 74551 members 
Mstep: Class 7 contains 16638 members 
Mstep: Class 9 contains 71691 members 
Mstep: Class 10 contains 39421 members 
Mstep: Class 11 contains 61759 members 
Mstep: Class 12 contains 3866 members 
Mstep: Class 13 contains 55589 members 
Mstep: Class 14 contains 17409 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76038 members 
Mstep: Class 19 contains 85106 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75570960.000000 Penalty: 36850.429688
Iteration 355Q: 18 clusters Score -7.557096e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 26782 members 
Mstep: Class 3 contains 4984 members 
Mstep: Class 4 contains 39696 members 
Mstep: Class 5 contains 44736 members 
Mstep: Class 6 contains 74567 members 
Mstep: Class 7 contains 16818 members 
Mstep: Class 9 contains 71704 members 
Mstep: Class 10 contains 39492 members 
Mstep: Class 11 contains 61980 members 
Mstep: Class 12 contains 3873 members 
Mstep: Class 13 contains 55619 members 
Mstep: Class 14 contains 17225 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76038 members 
Mstep: Class 19 contains 84592 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571032.000000 Penalty: 36850.429688
Iteration 356Q: 18 clusters Score -7.557103e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26774 members 
Mstep: Class 3 contains 4968 members 
Mstep: Class 4 contains 39808 members 
Mstep: Class 5 contains 44798 members 
Mstep: Class 6 contains 74572 members 
Mstep: Class 7 contains 17009 members 
Mstep: Class 9 contains 71709 members 
Mstep: Class 10 contains 39548 members 
Mstep: Class 11 contains 62202 members 
Mstep: Class 12 contains 3880 members 
Mstep: Class 13 contains 55613 members 
Mstep: Class 14 contains 17049 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76034 members 
Mstep: Class 19 contains 84145 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571088.000000 Penalty: 36850.429688
Iteration 357Q: 18 clusters Score -7.557109e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 26774 members 
Mstep: Class 3 contains 4956 members 
Mstep: Class 4 contains 39926 members 
Mstep: Class 5 contains 44853 members 
Mstep: Class 6 contains 74577 members 
Mstep: Class 7 contains 17198 members 
Mstep: Class 9 contains 71709 members 
Mstep: Class 10 contains 39590 members 
Mstep: Class 11 contains 62419 members 
Mstep: Class 12 contains 3885 members 
Mstep: Class 13 contains 55622 members 
Mstep: Class 14 contains 16892 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76015 members 
Mstep: Class 19 contains 83694 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571248.000000 Penalty: 36850.429688
Iteration 358Q: 18 clusters Score -7.557125e+07 nChanged 1382
Entering ConstructFrom: 
Score: -75571248.000000 Penalty: 36850.429688
Entering ConstructFrom: 
Trying to split cluster 1 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -249378.781250 Penalty: 1233.595581
	Iteration 0F: 2 clusters Score -249378.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -247318.750000 Penalty: 2467.191162
	Iteration 0F: 3 clusters Score -247318.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -247720.171875 Penalty: 2467.191162
	Iteration 1F: 3 clusters Score -247720.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -247798.703125 Penalty: 2467.191162
	Iteration 2F: 3 clusters Score -247798.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -247842.562500 Penalty: 2467.191162
	Iteration 3Q: 3 clusters Score -247842.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -247879.265625 Penalty: 2467.191162
	Iteration 4Q: 3 clusters Score -247879.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -247911.500000 Penalty: 2467.191162
	Iteration 5Q: 3 clusters Score -247911.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -247936.890625 Penalty: 2467.191162
	Iteration 6Q: 3 clusters Score -247936.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -247959.171875 Penalty: 2467.191162
	Iteration 7Q: 3 clusters Score -247959.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -247983.125000 Penalty: 2467.191162
	Iteration 8Q: 3 clusters Score -247983.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -247999.296875 Penalty: 2467.191162
	Iteration 9Q: 3 clusters Score -247999.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -248009.437500 Penalty: 2467.191162
	Iteration 10Q: 3 clusters Score -248009.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -248021.625000 Penalty: 2467.191162
	Iteration 11Q: 3 clusters Score -248021.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -248032.421875 Penalty: 2467.191162
	Iteration 12Q: 3 clusters Score -248032.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -248039.796875 Penalty: 2467.191162
	Iteration 13Q: 3 clusters Score -248039.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -248043.406250 Penalty: 2467.191162
	Iteration 14Q: 3 clusters Score -248043.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -248045.828125 Penalty: 2467.191162
	Iteration 15Q: 3 clusters Score -248045.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -248049.015625 Penalty: 2467.191162
	Iteration 16Q: 3 clusters Score -248049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -248051.453125 Penalty: 2467.191162
	Iteration 17Q: 3 clusters Score -248051.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -248055.953125 Penalty: 2467.191162
	Iteration 18Q: 3 clusters Score -248056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -248060.796875 Penalty: 2467.191162
	Iteration 19Q: 3 clusters Score -248060.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -248064.906250 Penalty: 2467.191162
	Iteration 20F: 3 clusters Score -248064.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -248069.312500 Penalty: 2467.191162
	Iteration 21Q: 3 clusters Score -248069.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -248072.843750 Penalty: 2467.191162
	Iteration 22Q: 3 clusters Score -248072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -248074.000000 Penalty: 2467.191162
	Iteration 23Q: 3 clusters Score -248074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -248075.406250 Penalty: 2467.191162
	Iteration 24Q: 3 clusters Score -248075.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -248078.171875 Penalty: 2467.191162
	Iteration 25Q: 3 clusters Score -248078.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -248081.250000 Penalty: 2467.191162
	Iteration 26Q: 3 clusters Score -248081.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -248082.609375 Penalty: 2467.191162
	Iteration 27Q: 3 clusters Score -248082.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -248083.937500 Penalty: 2467.191162
	Iteration 28Q: 3 clusters Score -248083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -248084.843750 Penalty: 2467.191162
	Iteration 29Q: 3 clusters Score -248084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -248086.796875 Penalty: 2467.191162
	Iteration 30Q: 3 clusters Score -248086.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -248090.812500 Penalty: 2467.191162
	Iteration 31Q: 3 clusters Score -248090.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -248095.562500 Penalty: 2467.191162
	Iteration 32Q: 3 clusters Score -248095.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -248098.187500 Penalty: 2467.191162
	Iteration 33Q: 3 clusters Score -248098.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -248101.875000 Penalty: 2467.191162
	Iteration 34Q: 3 clusters Score -248101.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -248103.500000 Penalty: 2467.191162
	Iteration 35Q: 3 clusters Score -248103.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -248105.000000 Penalty: 2467.191162
	Iteration 36Q: 3 clusters Score -248105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -248107.031250 Penalty: 2467.191162
	Iteration 37Q: 3 clusters Score -248107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -248108.843750 Penalty: 2467.191162
	Iteration 38Q: 3 clusters Score -248108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -248109.125000 Penalty: 2467.191162
	Iteration 39Q: 3 clusters Score -248109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -248109.921875 Penalty: 2467.191162
	Iteration 40F: 3 clusters Score -248109.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Entering Unmasked Estep 
Score: -3223556.750000 Penalty: 1656.699585
	Iteration 0F: 2 clusters Score -3223557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -3205616.250000 Penalty: 3313.399170
	Iteration 0F: 3 clusters Score -3205616 nChanged 12174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -3212346.500000 Penalty: 3313.399170
	Iteration 1F: 3 clusters Score -3212346 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3212663.500000 Penalty: 3313.399170
	Iteration 2Q: 3 clusters Score -3212664 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -3212935.250000 Penalty: 3313.399170
	Iteration 3Q: 3 clusters Score -3212935 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3213226.250000 Penalty: 3313.399170
	Iteration 4Q: 3 clusters Score -3213226 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3213542.000000 Penalty: 3313.399170
	Iteration 5Q: 3 clusters Score -3213542 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3214019.250000 Penalty: 3313.399170
	Iteration 6Q: 3 clusters Score -3214019 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -3214619.750000 Penalty: 3313.399170
	Iteration 7Q: 3 clusters Score -3214620 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3215449.000000 Penalty: 3313.399170
	Iteration 8F: 3 clusters Score -3215449 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3216508.500000 Penalty: 3313.399170
	Iteration 9F: 3 clusters Score -3216508 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3217769.500000 Penalty: 3313.399170
	Iteration 10F: 3 clusters Score -3217770 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3219081.250000 Penalty: 3313.399170
	Iteration 11F: 3 clusters Score -3219081 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3220197.250000 Penalty: 3313.399170
	Iteration 12Q: 3 clusters Score -3220197 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3221010.250000 Penalty: 3313.399170
	Iteration 13Q: 3 clusters Score -3221010 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -3221514.250000 Penalty: 3313.399170
	Iteration 14Q: 3 clusters Score -3221514 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3221820.000000 Penalty: 3313.399170
	Iteration 15Q: 3 clusters Score -3221820 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -3221963.500000 Penalty: 3313.399170
	Iteration 16Q: 3 clusters Score -3221964 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3222037.000000 Penalty: 3313.399170
	Iteration 17Q: 3 clusters Score -3222037 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3222082.500000 Penalty: 3313.399170
	Iteration 18Q: 3 clusters Score -3222082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -3222110.500000 Penalty: 3313.399170
	Iteration 19Q: 3 clusters Score -3222110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3222132.250000 Penalty: 3313.399170
	Iteration 20F: 3 clusters Score -3222132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3222141.750000 Penalty: 3313.399170
	Iteration 21Q: 3 clusters Score -3222142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -3222151.500000 Penalty: 3313.399170
	Iteration 22Q: 3 clusters Score -3222152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3222164.750000 Penalty: 3313.399170
	Iteration 23Q: 3 clusters Score -3222165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3222165.500000 Penalty: 3313.399170
	Iteration 24Q: 3 clusters Score -3222166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3222166.500000 Penalty: 3313.399170
	Iteration 25Q: 3 clusters Score -3222166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3222166.750000 Penalty: 3313.399170
	Iteration 26Q: 3 clusters Score -3222167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3222169.000000 Penalty: 3313.399170
	Iteration 27Q: 3 clusters Score -3222169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3222172.250000 Penalty: 3313.399170
	Iteration 28Q: 3 clusters Score -3222172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3222172.250000 Penalty: 3313.399170
	Iteration 29Q: 3 clusters Score -3222172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3222171.000000 Penalty: 3313.399170
	Iteration 30Q: 3 clusters Score -3222171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3222173.500000 Penalty: 3313.399170
	Iteration 31Q: 3 clusters Score -3222174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3222173.500000 Penalty: 3313.399170
	Iteration 32F: 3 clusters Score -3222174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Entering Unmasked Estep 
Score: -610178.125000 Penalty: 1382.213623
	Iteration 0F: 2 clusters Score -610178.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -606217.437500 Penalty: 2764.427246
	Iteration 0F: 3 clusters Score -606217.4 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -607269.187500 Penalty: 2764.427246
	Iteration 1F: 3 clusters Score -607269.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -607442.687500 Penalty: 2764.427246
	Iteration 2F: 3 clusters Score -607442.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -607566.750000 Penalty: 2764.427246
	Iteration 3F: 3 clusters Score -607566.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -607678.562500 Penalty: 2764.427246
	Iteration 4Q: 3 clusters Score -607678.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -607785.750000 Penalty: 2764.427246
	Iteration 5Q: 3 clusters Score -607785.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -607880.000000 Penalty: 2764.427246
	Iteration 6Q: 3 clusters Score -607880 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -607962.625000 Penalty: 2764.427246
	Iteration 7Q: 3 clusters Score -607962.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -608044.812500 Penalty: 2764.427246
	Iteration 8Q: 3 clusters Score -608044.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -608122.000000 Penalty: 2764.427246
	Iteration 9Q: 3 clusters Score -608122 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -608196.875000 Penalty: 2764.427246
	Iteration 10Q: 3 clusters Score -608196.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -608278.812500 Penalty: 2764.427246
	Iteration 11Q: 3 clusters Score -608278.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -608360.750000 Penalty: 2764.427246
	Iteration 12Q: 3 clusters Score -608360.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -608452.687500 Penalty: 2764.427246
	Iteration 13Q: 3 clusters Score -608452.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -608530.500000 Penalty: 2764.427246
	Iteration 14Q: 3 clusters Score -608530.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -608600.062500 Penalty: 2764.427246
	Iteration 15Q: 3 clusters Score -608600.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -608654.312500 Penalty: 2764.427246
	Iteration 16Q: 3 clusters Score -608654.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -608702.250000 Penalty: 2764.427246
	Iteration 17Q: 3 clusters Score -608702.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -608742.625000 Penalty: 2764.427246
	Iteration 18Q: 3 clusters Score -608742.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -608778.000000 Penalty: 2764.427246
	Iteration 19Q: 3 clusters Score -608778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -608794.312500 Penalty: 2764.427246
	Iteration 20F: 3 clusters Score -608794.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -608808.000000 Penalty: 2764.427246
	Iteration 21Q: 3 clusters Score -608808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -608823.125000 Penalty: 2764.427246
	Iteration 22Q: 3 clusters Score -608823.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -608840.562500 Penalty: 2764.427246
	Iteration 23Q: 3 clusters Score -608840.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -608854.062500 Penalty: 2764.427246
	Iteration 24Q: 3 clusters Score -608854.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -608864.937500 Penalty: 2764.427246
	Iteration 25Q: 3 clusters Score -608864.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -608873.312500 Penalty: 2764.427246
	Iteration 26Q: 3 clusters Score -608873.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -608877.250000 Penalty: 2764.427246
	Iteration 27Q: 3 clusters Score -608877.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -608879.875000 Penalty: 2764.427246
	Iteration 28Q: 3 clusters Score -608879.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -608882.062500 Penalty: 2764.427246
	Iteration 29Q: 3 clusters Score -608882.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -608883.562500 Penalty: 2764.427246
	Iteration 30Q: 3 clusters Score -608883.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -608886.562500 Penalty: 2764.427246
	Iteration 31Q: 3 clusters Score -608886.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -608891.687500 Penalty: 2764.427246
	Iteration 32Q: 3 clusters Score -608891.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -608895.062500 Penalty: 2764.427246
	Iteration 33Q: 3 clusters Score -608895.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -608902.187500 Penalty: 2764.427246
	Iteration 34Q: 3 clusters Score -608902.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -608909.125000 Penalty: 2764.427246
	Iteration 35Q: 3 clusters Score -608909.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -608915.687500 Penalty: 2764.427246
	Iteration 36Q: 3 clusters Score -608915.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -608921.687500 Penalty: 2764.427246
	Iteration 37Q: 3 clusters Score -608921.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -608924.812500 Penalty: 2764.427246
	Iteration 38Q: 3 clusters Score -608924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -608925.750000 Penalty: 2764.427246
	Iteration 39Q: 3 clusters Score -608925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -608928.000000 Penalty: 2764.427246
	Iteration 40F: 3 clusters Score -608928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -608929.562500 Penalty: 2764.427246
	Iteration 41Q: 3 clusters Score -608929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -608929.687500 Penalty: 2764.427246
	Iteration 42Q: 3 clusters Score -608929.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -608930.500000 Penalty: 2764.427246
	Iteration 43Q: 3 clusters Score -608930.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -608930.500000 Penalty: 2764.427246
	Iteration 44F: 3 clusters Score -608930.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Entering Unmasked Estep 
Score: -4985174.500000 Penalty: 1722.196777
	Iteration 0F: 2 clusters Score -4985174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -4958232.000000 Penalty: 3444.393555
	Iteration 0F: 3 clusters Score -4958232 nChanged 18783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -4968999.000000 Penalty: 3444.393555
	Iteration 1F: 3 clusters Score -4968999 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -4969910.000000 Penalty: 3444.393555
	Iteration 2F: 3 clusters Score -4969910 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -4971227.000000 Penalty: 3444.393555
	Iteration 3F: 3 clusters Score -4971227 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -4972922.500000 Penalty: 3444.393555
	Iteration 4F: 3 clusters Score -4972922 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -4975011.500000 Penalty: 3444.393555
	Iteration 5F: 3 clusters Score -4975012 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -4977290.500000 Penalty: 3444.393555
	Iteration 6F: 3 clusters Score -4977290 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -4979370.500000 Penalty: 3444.393555
	Iteration 7F: 3 clusters Score -4979370 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -4980739.500000 Penalty: 3444.393555
	Iteration 8Q: 3 clusters Score -4980740 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -4981411.000000 Penalty: 3444.393555
	Iteration 9Q: 3 clusters Score -4981411 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -4981796.500000 Penalty: 3444.393555
	Iteration 10Q: 3 clusters Score -4981796 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -4982058.500000 Penalty: 3444.393555
	Iteration 11Q: 3 clusters Score -4982058 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -4982262.000000 Penalty: 3444.393555
	Iteration 12Q: 3 clusters Score -4982262 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -4982450.000000 Penalty: 3444.393555
	Iteration 13Q: 3 clusters Score -4982450 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4982620.000000 Penalty: 3444.393555
	Iteration 14Q: 3 clusters Score -4982620 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -4982782.000000 Penalty: 3444.393555
	Iteration 15Q: 3 clusters Score -4982782 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -4982905.500000 Penalty: 3444.393555
	Iteration 16Q: 3 clusters Score -4982906 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -4983023.000000 Penalty: 3444.393555
	Iteration 17Q: 3 clusters Score -4983023 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4983122.000000 Penalty: 3444.393555
	Iteration 18Q: 3 clusters Score -4983122 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -4983188.000000 Penalty: 3444.393555
	Iteration 19Q: 3 clusters Score -4983188 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4983266.000000 Penalty: 3444.393555
	Iteration 20F: 3 clusters Score -4983266 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4983336.500000 Penalty: 3444.393555
	Iteration 21Q: 3 clusters Score -4983336 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4983438.000000 Penalty: 3444.393555
	Iteration 22Q: 3 clusters Score -4983438 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4983492.500000 Penalty: 3444.393555
	Iteration 23Q: 3 clusters Score -4983492 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4983557.000000 Penalty: 3444.393555
	Iteration 24Q: 3 clusters Score -4983557 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4983576.500000 Penalty: 3444.393555
	Iteration 25Q: 3 clusters Score -4983576 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4983619.500000 Penalty: 3444.393555
	Iteration 26Q: 3 clusters Score -4983620 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4983659.500000 Penalty: 3444.393555
	Iteration 27Q: 3 clusters Score -4983660 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4983699.500000 Penalty: 3444.393555
	Iteration 28Q: 3 clusters Score -4983700 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4983743.000000 Penalty: 3444.393555
	Iteration 29Q: 3 clusters Score -4983743 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4983785.500000 Penalty: 3444.393555
	Iteration 30Q: 3 clusters Score -4983786 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4983816.000000 Penalty: 3444.393555
	Iteration 31Q: 3 clusters Score -4983816 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4983841.500000 Penalty: 3444.393555
	Iteration 32Q: 3 clusters Score -4983842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4983859.000000 Penalty: 3444.393555
	Iteration 33Q: 3 clusters Score -4983859 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4983877.500000 Penalty: 3444.393555
	Iteration 34Q: 3 clusters Score -4983878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4983896.000000 Penalty: 3444.393555
	Iteration 35Q: 3 clusters Score -4983896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4983897.000000 Penalty: 3444.393555
	Iteration 36Q: 3 clusters Score -4983897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4983907.500000 Penalty: 3444.393555
	Iteration 37Q: 3 clusters Score -4983908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4983912.000000 Penalty: 3444.393555
	Iteration 38Q: 3 clusters Score -4983912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4983908.500000 Penalty: 3444.393555
	Iteration 39Q: 3 clusters Score -4983908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4983915.500000 Penalty: 3444.393555
	Iteration 40F: 3 clusters Score -4983916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4983918.500000 Penalty: 3444.393555
	Iteration 41Q: 3 clusters Score -4983918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4983918.000000 Penalty: 3444.393555
	Iteration 42Q: 3 clusters Score -4983918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4983923.000000 Penalty: 3444.393555
	Iteration 43Q: 3 clusters Score -4983923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4983929.500000 Penalty: 3444.393555
	Iteration 44Q: 3 clusters Score -4983930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4983930.000000 Penalty: 3444.393555
	Iteration 45Q: 3 clusters Score -4983930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4983934.000000 Penalty: 3444.393555
	Iteration 46Q: 3 clusters Score -4983934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4983943.500000 Penalty: 3444.393555
	Iteration 47Q: 3 clusters Score -4983944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4983941.500000 Penalty: 3444.393555
	Iteration 48Q: 3 clusters Score -4983942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4983944.500000 Penalty: 3444.393555
	Iteration 49Q: 3 clusters Score -4983944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4983948.000000 Penalty: 3444.393555
	Iteration 50Q: 3 clusters Score -4983948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4983948.000000 Penalty: 3444.393555
	Iteration 51F: 3 clusters Score -4983948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Entering Unmasked Estep 
Score: -5582657.500000 Penalty: 1740.745850
	Iteration 0F: 2 clusters Score -5582658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -5552541.000000 Penalty: 3481.491699
	Iteration 0F: 3 clusters Score -5552541 nChanged 20965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -5564180.500000 Penalty: 3481.491699
	Iteration 1F: 3 clusters Score -5564180 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -5564600.500000 Penalty: 3481.491699
	Iteration 2Q: 3 clusters Score -5564600 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -5565022.500000 Penalty: 3481.491699
	Iteration 3Q: 3 clusters Score -5565022 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -5565532.500000 Penalty: 3481.491699
	Iteration 4Q: 3 clusters Score -5565532 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -5566229.500000 Penalty: 3481.491699
	Iteration 5Q: 3 clusters Score -5566230 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -5567231.500000 Penalty: 3481.491699
	Iteration 6Q: 3 clusters Score -5567232 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -5568684.000000 Penalty: 3481.491699
	Iteration 7F: 3 clusters Score -5568684 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -5570935.500000 Penalty: 3481.491699
	Iteration 8F: 3 clusters Score -5570936 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -5573785.000000 Penalty: 3481.491699
	Iteration 9F: 3 clusters Score -5573785 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -5576666.000000 Penalty: 3481.491699
	Iteration 10F: 3 clusters Score -5576666 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -5578575.500000 Penalty: 3481.491699
	Iteration 11Q: 3 clusters Score -5578576 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -5579502.500000 Penalty: 3481.491699
	Iteration 12Q: 3 clusters Score -5579502 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -5579835.000000 Penalty: 3481.491699
	Iteration 13Q: 3 clusters Score -5579835 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -5580037.500000 Penalty: 3481.491699
	Iteration 14Q: 3 clusters Score -5580038 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -5580175.500000 Penalty: 3481.491699
	Iteration 15Q: 3 clusters Score -5580176 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -5580267.000000 Penalty: 3481.491699
	Iteration 16Q: 3 clusters Score -5580267 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -5580372.000000 Penalty: 3481.491699
	Iteration 17Q: 3 clusters Score -5580372 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -5580442.000000 Penalty: 3481.491699
	Iteration 18Q: 3 clusters Score -5580442 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -5580528.000000 Penalty: 3481.491699
	Iteration 19Q: 3 clusters Score -5580528 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -5580615.000000 Penalty: 3481.491699
	Iteration 20F: 3 clusters Score -5580615 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -5580681.000000 Penalty: 3481.491699
	Iteration 21Q: 3 clusters Score -5580681 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -5580740.500000 Penalty: 3481.491699
	Iteration 22Q: 3 clusters Score -5580740 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -5580815.500000 Penalty: 3481.491699
	Iteration 23Q: 3 clusters Score -5580816 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -5580858.500000 Penalty: 3481.491699
	Iteration 24Q: 3 clusters Score -5580858 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -5580895.500000 Penalty: 3481.491699
	Iteration 25Q: 3 clusters Score -5580896 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -5580939.000000 Penalty: 3481.491699
	Iteration 26Q: 3 clusters Score -5580939 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -5580988.500000 Penalty: 3481.491699
	Iteration 27Q: 3 clusters Score -5580988 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -5581007.000000 Penalty: 3481.491699
	Iteration 28Q: 3 clusters Score -5581007 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5581045.000000 Penalty: 3481.491699
	Iteration 29Q: 3 clusters Score -5581045 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -5581080.000000 Penalty: 3481.491699
	Iteration 30Q: 3 clusters Score -5581080 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5581116.000000 Penalty: 3481.491699
	Iteration 31Q: 3 clusters Score -5581116 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -5581138.500000 Penalty: 3481.491699
	Iteration 32Q: 3 clusters Score -5581138 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5581156.500000 Penalty: 3481.491699
	Iteration 33Q: 3 clusters Score -5581156 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5581167.000000 Penalty: 3481.491699
	Iteration 34Q: 3 clusters Score -5581167 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -5581195.000000 Penalty: 3481.491699
	Iteration 35Q: 3 clusters Score -5581195 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5581208.000000 Penalty: 3481.491699
	Iteration 36Q: 3 clusters Score -5581208 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5581218.000000 Penalty: 3481.491699
	Iteration 37Q: 3 clusters Score -5581218 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5581244.500000 Penalty: 3481.491699
	Iteration 38Q: 3 clusters Score -5581244 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5581248.000000 Penalty: 3481.491699
	Iteration 39Q: 3 clusters Score -5581248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5581265.000000 Penalty: 3481.491699
	Iteration 40F: 3 clusters Score -5581265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5581260.500000 Penalty: 3481.491699
	Iteration 41Q: 3 clusters Score -5581260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5581271.000000 Penalty: 3481.491699
	Iteration 42Q: 3 clusters Score -5581271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5581273.000000 Penalty: 3481.491699
	Iteration 43Q: 3 clusters Score -5581273 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5581277.000000 Penalty: 3481.491699
	Iteration 44Q: 3 clusters Score -5581277 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5581290.500000 Penalty: 3481.491699
	Iteration 45Q: 3 clusters Score -5581290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5581295.000000 Penalty: 3481.491699
	Iteration 46Q: 3 clusters Score -5581295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5581302.500000 Penalty: 3481.491699
	Iteration 47Q: 3 clusters Score -5581302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5581304.000000 Penalty: 3481.491699
	Iteration 48Q: 3 clusters Score -5581304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5581307.000000 Penalty: 3481.491699
	Iteration 49Q: 3 clusters Score -5581307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5581314.500000 Penalty: 3481.491699
	Iteration 50Q: 3 clusters Score -5581314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5581317.000000 Penalty: 3481.491699
	Iteration 51Q: 3 clusters Score -5581317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5581316.000000 Penalty: 3481.491699
	Iteration 52Q: 3 clusters Score -5581316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5581316.000000 Penalty: 3481.491699
	Iteration 53Q: 3 clusters Score -5581316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5581322.500000 Penalty: 3481.491699
	Iteration 54Q: 3 clusters Score -5581322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5581322.500000 Penalty: 3481.491699
	Iteration 55Q: 3 clusters Score -5581322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5581325.500000 Penalty: 3481.491699
	Iteration 56Q: 3 clusters Score -5581326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5581324.500000 Penalty: 3481.491699
	Iteration 57Q: 3 clusters Score -5581324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5581331.000000 Penalty: 3481.491699
	Iteration 58Q: 3 clusters Score -5581331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5581333.000000 Penalty: 3481.491699
	Iteration 59Q: 3 clusters Score -5581333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5581337.000000 Penalty: 3481.491699
	Iteration 60F: 3 clusters Score -5581337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5581338.500000 Penalty: 3481.491699
	Iteration 61Q: 3 clusters Score -5581338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5581337.000000 Penalty: 3481.491699
	Iteration 62Q: 3 clusters Score -5581337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5581338.000000 Penalty: 3481.491699
	Iteration 63Q: 3 clusters Score -5581338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5581346.500000 Penalty: 3481.491699
	Iteration 64Q: 3 clusters Score -5581346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5581347.000000 Penalty: 3481.491699
	Iteration 65Q: 3 clusters Score -5581347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5581342.500000 Penalty: 3481.491699
	Iteration 66Q: 3 clusters Score -5581342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5581342.000000 Penalty: 3481.491699
	Iteration 67Q: 3 clusters Score -5581342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5581343.500000 Penalty: 3481.491699
	Iteration 68Q: 3 clusters Score -5581344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5581341.000000 Penalty: 3481.491699
	Iteration 69Q: 3 clusters Score -5581341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5581348.500000 Penalty: 3481.491699
	Iteration 70Q: 3 clusters Score -5581348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5581349.000000 Penalty: 3481.491699
	Iteration 71Q: 3 clusters Score -5581349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5581348.500000 Penalty: 3481.491699
	Iteration 72Q: 3 clusters Score -5581348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5581353.500000 Penalty: 3481.491699
	Iteration 73Q: 3 clusters Score -5581354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5581350.000000 Penalty: 3481.491699
	Iteration 74Q: 3 clusters Score -5581350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5581356.000000 Penalty: 3481.491699
	Iteration 75Q: 3 clusters Score -5581356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5581352.000000 Penalty: 3481.491699
	Iteration 76Q: 3 clusters Score -5581352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5581352.000000 Penalty: 3481.491699
	Iteration 77Q: 3 clusters Score -5581352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5581352.500000 Penalty: 3481.491699
	Iteration 78Q: 3 clusters Score -5581352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5581348.500000 Penalty: 3481.491699
	Iteration 79Q: 3 clusters Score -5581348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5581351.000000 Penalty: 3481.491699
	Iteration 80F: 3 clusters Score -5581351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5581351.500000 Penalty: 3481.491699
	Iteration 81Q: 3 clusters Score -5581352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5581351.000000 Penalty: 3481.491699
	Iteration 82Q: 3 clusters Score -5581351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5581351.000000 Penalty: 3481.491699
	Iteration 83Q: 3 clusters Score -5581351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5581351.000000 Penalty: 3481.491699
	Iteration 84Q: 3 clusters Score -5581351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5581351.000000 Penalty: 3481.491699
	Iteration 85F: 3 clusters Score -5581351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (74599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Entering Unmasked Estep 
Score: -9232801.000000 Penalty: 1823.230835
	Iteration 0F: 2 clusters Score -9232801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -9184095.000000 Penalty: 3646.461670
	Iteration 0F: 3 clusters Score -9184095 nChanged 35695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -9204927.000000 Penalty: 3646.461670
	Iteration 1F: 3 clusters Score -9204927 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -9205722.000000 Penalty: 3646.461670
	Iteration 2Q: 3 clusters Score -9205722 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -9206743.000000 Penalty: 3646.461670
	Iteration 3Q: 3 clusters Score -9206743 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -9208068.000000 Penalty: 3646.461670
	Iteration 4Q: 3 clusters Score -9208068 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -9209903.000000 Penalty: 3646.461670
	Iteration 5Q: 3 clusters Score -9209903 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -9212489.000000 Penalty: 3646.461670
	Iteration 6F: 3 clusters Score -9212489 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -9215624.000000 Penalty: 3646.461670
	Iteration 7F: 3 clusters Score -9215624 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -9219061.000000 Penalty: 3646.461670
	Iteration 8F: 3 clusters Score -9219061 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -9221295.000000 Penalty: 3646.461670
	Iteration 9F: 3 clusters Score -9221295 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -9222307.000000 Penalty: 3646.461670
	Iteration 10Q: 3 clusters Score -9222307 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -9222649.000000 Penalty: 3646.461670
	Iteration 11Q: 3 clusters Score -9222649 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -9222941.000000 Penalty: 3646.461670
	Iteration 12Q: 3 clusters Score -9222941 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -9223182.000000 Penalty: 3646.461670
	Iteration 13Q: 3 clusters Score -9223182 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -9223317.000000 Penalty: 3646.461670
	Iteration 14Q: 3 clusters Score -9223317 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -9223460.000000 Penalty: 3646.461670
	Iteration 15Q: 3 clusters Score -9223460 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -9223653.000000 Penalty: 3646.461670
	Iteration 16Q: 3 clusters Score -9223653 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -9223887.000000 Penalty: 3646.461670
	Iteration 17Q: 3 clusters Score -9223887 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -9224093.000000 Penalty: 3646.461670
	Iteration 18Q: 3 clusters Score -9224093 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -9224381.000000 Penalty: 3646.461670
	Iteration 19Q: 3 clusters Score -9224381 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -9224678.000000 Penalty: 3646.461670
	Iteration 20F: 3 clusters Score -9224678 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -9225101.000000 Penalty: 3646.461670
	Iteration 21Q: 3 clusters Score -9225101 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -9225527.000000 Penalty: 3646.461670
	Iteration 22Q: 3 clusters Score -9225527 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -9226123.000000 Penalty: 3646.461670
	Iteration 23Q: 3 clusters Score -9226123 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -9226762.000000 Penalty: 3646.461670
	Iteration 24Q: 3 clusters Score -9226762 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -9227561.000000 Penalty: 3646.461670
	Iteration 25Q: 3 clusters Score -9227561 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -9228276.000000 Penalty: 3646.461670
	Iteration 26Q: 3 clusters Score -9228276 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -9229041.000000 Penalty: 3646.461670
	Iteration 27Q: 3 clusters Score -9229041 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -9229551.000000 Penalty: 3646.461670
	Iteration 28Q: 3 clusters Score -9229551 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -9230026.000000 Penalty: 3646.461670
	Iteration 29Q: 3 clusters Score -9230026 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -9230310.000000 Penalty: 3646.461670
	Iteration 30Q: 3 clusters Score -9230310 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -9230531.000000 Penalty: 3646.461670
	Iteration 31Q: 3 clusters Score -9230531 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -9230633.000000 Penalty: 3646.461670
	Iteration 32Q: 3 clusters Score -9230633 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -9230643.000000 Penalty: 3646.461670
	Iteration 33Q: 3 clusters Score -9230643 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -9230674.000000 Penalty: 3646.461670
	Iteration 34Q: 3 clusters Score -9230674 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -9230685.000000 Penalty: 3646.461670
	Iteration 35Q: 3 clusters Score -9230685 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -9230691.000000 Penalty: 3646.461670
	Iteration 36Q: 3 clusters Score -9230691 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -9230723.000000 Penalty: 3646.461670
	Iteration 37Q: 3 clusters Score -9230723 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -9230745.000000 Penalty: 3646.461670
	Iteration 38Q: 3 clusters Score -9230745 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -9230749.000000 Penalty: 3646.461670
	Iteration 39Q: 3 clusters Score -9230749 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -9230797.000000 Penalty: 3646.461670
	Iteration 40F: 3 clusters Score -9230797 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -9230827.000000 Penalty: 3646.461670
	Iteration 41Q: 3 clusters Score -9230827 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -9230838.000000 Penalty: 3646.461670
	Iteration 42Q: 3 clusters Score -9230838 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -9230853.000000 Penalty: 3646.461670
	Iteration 43Q: 3 clusters Score -9230853 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -9230846.000000 Penalty: 3646.461670
	Iteration 44Q: 3 clusters Score -9230846 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -9230847.000000 Penalty: 3646.461670
	Iteration 45Q: 3 clusters Score -9230847 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -9230829.000000 Penalty: 3646.461670
	Iteration 46Q: 3 clusters Score -9230829 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -9230824.000000 Penalty: 3646.461670
	Iteration 47Q: 3 clusters Score -9230824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -9230825.000000 Penalty: 3646.461670
	Iteration 48Q: 3 clusters Score -9230825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -9230833.000000 Penalty: 3646.461670
	Iteration 49Q: 3 clusters Score -9230833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -9230825.000000 Penalty: 3646.461670
	Iteration 50Q: 3 clusters Score -9230825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -9230823.000000 Penalty: 3646.461670
	Iteration 51Q: 3 clusters Score -9230823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -9230820.000000 Penalty: 3646.461670
	Iteration 52Q: 3 clusters Score -9230820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54339 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -9230842.000000 Penalty: 3646.461670
	Iteration 53Q: 3 clusters Score -9230842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -9230838.000000 Penalty: 3646.461670
	Iteration 54Q: 3 clusters Score -9230838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -9230846.000000 Penalty: 3646.461670
	Iteration 55Q: 3 clusters Score -9230846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -9230846.000000 Penalty: 3646.461670
	Iteration 56Q: 3 clusters Score -9230846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -9230847.000000 Penalty: 3646.461670
	Iteration 57Q: 3 clusters Score -9230847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -9230852.000000 Penalty: 3646.461670
	Iteration 58Q: 3 clusters Score -9230852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -9230850.000000 Penalty: 3646.461670
	Iteration 59Q: 3 clusters Score -9230850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -9230834.000000 Penalty: 3646.461670
	Iteration 60F: 3 clusters Score -9230834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -9230835.000000 Penalty: 3646.461670
	Iteration 61Q: 3 clusters Score -9230835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -9230831.000000 Penalty: 3646.461670
	Iteration 62Q: 3 clusters Score -9230831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -9230847.000000 Penalty: 3646.461670
	Iteration 63Q: 3 clusters Score -9230847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -9230843.000000 Penalty: 3646.461670
	Iteration 64Q: 3 clusters Score -9230843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -9230850.000000 Penalty: 3646.461670
	Iteration 65Q: 3 clusters Score -9230850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -9230847.000000 Penalty: 3646.461670
	Iteration 66Q: 3 clusters Score -9230847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -9230842.000000 Penalty: 3646.461670
	Iteration 67Q: 3 clusters Score -9230842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -9230840.000000 Penalty: 3646.461670
	Iteration 68Q: 3 clusters Score -9230840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -9230839.000000 Penalty: 3646.461670
	Iteration 69Q: 3 clusters Score -9230839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -9230847.000000 Penalty: 3646.461670
	Iteration 70Q: 3 clusters Score -9230847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -9230846.000000 Penalty: 3646.461670
	Iteration 71Q: 3 clusters Score -9230846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -9230846.000000 Penalty: 3646.461670
	Iteration 72F: 3 clusters Score -9230846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Entering Unmasked Estep 
Score: -2198662.500000 Penalty: 1586.593262
	Iteration 0F: 2 clusters Score -2198662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2186638.500000 Penalty: 3173.186523
	Iteration 0F: 3 clusters Score -2186638 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2191052.500000 Penalty: 3173.186523
	Iteration 1F: 3 clusters Score -2191052 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2191312.500000 Penalty: 3173.186523
	Iteration 2Q: 3 clusters Score -2191312 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2191522.500000 Penalty: 3173.186523
	Iteration 3Q: 3 clusters Score -2191522 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2191711.500000 Penalty: 3173.186523
	Iteration 4Q: 3 clusters Score -2191712 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2191922.000000 Penalty: 3173.186523
	Iteration 5Q: 3 clusters Score -2191922 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2192162.000000 Penalty: 3173.186523
	Iteration 6Q: 3 clusters Score -2192162 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2192486.000000 Penalty: 3173.186523
	Iteration 7Q: 3 clusters Score -2192486 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2192941.250000 Penalty: 3173.186523
	Iteration 8Q: 3 clusters Score -2192941 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2193628.000000 Penalty: 3173.186523
	Iteration 9F: 3 clusters Score -2193628 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2194540.500000 Penalty: 3173.186523
	Iteration 10F: 3 clusters Score -2194540 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2195463.000000 Penalty: 3173.186523
	Iteration 11F: 3 clusters Score -2195463 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2196186.500000 Penalty: 3173.186523
	Iteration 12Q: 3 clusters Score -2196186 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2196651.000000 Penalty: 3173.186523
	Iteration 13Q: 3 clusters Score -2196651 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2196917.750000 Penalty: 3173.186523
	Iteration 14Q: 3 clusters Score -2196918 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2197054.000000 Penalty: 3173.186523
	Iteration 15Q: 3 clusters Score -2197054 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2197147.000000 Penalty: 3173.186523
	Iteration 16Q: 3 clusters Score -2197147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2197200.250000 Penalty: 3173.186523
	Iteration 17Q: 3 clusters Score -2197200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2197236.000000 Penalty: 3173.186523
	Iteration 18Q: 3 clusters Score -2197236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2197260.500000 Penalty: 3173.186523
	Iteration 19Q: 3 clusters Score -2197260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2197276.000000 Penalty: 3173.186523
	Iteration 20F: 3 clusters Score -2197276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2197285.500000 Penalty: 3173.186523
	Iteration 21Q: 3 clusters Score -2197286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2197290.000000 Penalty: 3173.186523
	Iteration 22Q: 3 clusters Score -2197290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2197294.500000 Penalty: 3173.186523
	Iteration 23Q: 3 clusters Score -2197294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2197297.750000 Penalty: 3173.186523
	Iteration 24Q: 3 clusters Score -2197298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2197296.250000 Penalty: 3173.186523
	Iteration 25Q: 3 clusters Score -2197296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2197298.750000 Penalty: 3173.186523
	Iteration 26Q: 3 clusters Score -2197299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2197298.750000 Penalty: 3173.186523
	Iteration 27F: 3 clusters Score -2197299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (71703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71703 members 
Entering Unmasked Estep 
Score: -8934655.000000 Penalty: 1816.796875
	Iteration 0F: 2 clusters Score -8934655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -8888192.000000 Penalty: 3633.593750
	Iteration 0F: 3 clusters Score -8888192 nChanged 33864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -8907797.000000 Penalty: 3633.593750
	Iteration 1F: 3 clusters Score -8907797 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -8908474.000000 Penalty: 3633.593750
	Iteration 2Q: 3 clusters Score -8908474 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -8909395.000000 Penalty: 3633.593750
	Iteration 3Q: 3 clusters Score -8909395 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -8910804.000000 Penalty: 3633.593750
	Iteration 4Q: 3 clusters Score -8910804 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -8912926.000000 Penalty: 3633.593750
	Iteration 5F: 3 clusters Score -8912926 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -8916085.000000 Penalty: 3633.593750
	Iteration 6F: 3 clusters Score -8916085 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 54230 members 
Entering Unmasked Estep 
Score: -8920074.000000 Penalty: 3633.593750
	Iteration 7F: 3 clusters Score -8920074 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -8923888.000000 Penalty: 3633.593750
	Iteration 8F: 3 clusters Score -8923888 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -8926627.000000 Penalty: 3633.593750
	Iteration 9Q: 3 clusters Score -8926627 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 63920 members 
Entering Unmasked Estep 
Score: -8928491.000000 Penalty: 3633.593750
	Iteration 10Q: 3 clusters Score -8928491 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -8929641.000000 Penalty: 3633.593750
	Iteration 11Q: 3 clusters Score -8929641 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 66760 members 
Entering Unmasked Estep 
Score: -8930475.000000 Penalty: 3633.593750
	Iteration 12Q: 3 clusters Score -8930475 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -8931109.000000 Penalty: 3633.593750
	Iteration 13Q: 3 clusters Score -8931109 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -8931572.000000 Penalty: 3633.593750
	Iteration 14Q: 3 clusters Score -8931572 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -8931945.000000 Penalty: 3633.593750
	Iteration 15Q: 3 clusters Score -8931945 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 69523 members 
Entering Unmasked Estep 
Score: -8932243.000000 Penalty: 3633.593750
	Iteration 16Q: 3 clusters Score -8932243 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 69904 members 
Entering Unmasked Estep 
Score: -8932478.000000 Penalty: 3633.593750
	Iteration 17Q: 3 clusters Score -8932478 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -8932606.000000 Penalty: 3633.593750
	Iteration 18Q: 3 clusters Score -8932606 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 70386 members 
Entering Unmasked Estep 
Score: -8932726.000000 Penalty: 3633.593750
	Iteration 19Q: 3 clusters Score -8932726 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 70540 members 
Entering Unmasked Estep 
Score: -8932801.000000 Penalty: 3633.593750
	Iteration 20F: 3 clusters Score -8932801 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 70669 members 
Entering Unmasked Estep 
Score: -8932891.000000 Penalty: 3633.593750
	Iteration 21Q: 3 clusters Score -8932891 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 70758 members 
Entering Unmasked Estep 
Score: -8932916.000000 Penalty: 3633.593750
	Iteration 22Q: 3 clusters Score -8932916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 70821 members 
Entering Unmasked Estep 
Score: -8932963.000000 Penalty: 3633.593750
	Iteration 23Q: 3 clusters Score -8932963 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -8932986.000000 Penalty: 3633.593750
	Iteration 24Q: 3 clusters Score -8932986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 70909 members 
Entering Unmasked Estep 
Score: -8933007.000000 Penalty: 3633.593750
	Iteration 25Q: 3 clusters Score -8933007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 70940 members 
Entering Unmasked Estep 
Score: -8933024.000000 Penalty: 3633.593750
	Iteration 26Q: 3 clusters Score -8933024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 70966 members 
Entering Unmasked Estep 
Score: -8933041.000000 Penalty: 3633.593750
	Iteration 27Q: 3 clusters Score -8933041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 70986 members 
Entering Unmasked Estep 
Score: -8933059.000000 Penalty: 3633.593750
	Iteration 28Q: 3 clusters Score -8933059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 71008 members 
Entering Unmasked Estep 
Score: -8933067.000000 Penalty: 3633.593750
	Iteration 29Q: 3 clusters Score -8933067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -8933065.000000 Penalty: 3633.593750
	Iteration 30Q: 3 clusters Score -8933065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -8933083.000000 Penalty: 3633.593750
	Iteration 31Q: 3 clusters Score -8933083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 71082 members 
Entering Unmasked Estep 
Score: -8933101.000000 Penalty: 3633.593750
	Iteration 32Q: 3 clusters Score -8933101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 71099 members 
Entering Unmasked Estep 
Score: -8933119.000000 Penalty: 3633.593750
	Iteration 33Q: 3 clusters Score -8933119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 71109 members 
Entering Unmasked Estep 
Score: -8933143.000000 Penalty: 3633.593750
	Iteration 34Q: 3 clusters Score -8933143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 71116 members 
Entering Unmasked Estep 
Score: -8933146.000000 Penalty: 3633.593750
	Iteration 35Q: 3 clusters Score -8933146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -8933136.000000 Penalty: 3633.593750
	Iteration 36Q: 3 clusters Score -8933136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 71127 members 
Entering Unmasked Estep 
Score: -8933152.000000 Penalty: 3633.593750
	Iteration 37Q: 3 clusters Score -8933152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 71133 members 
Entering Unmasked Estep 
Score: -8933152.000000 Penalty: 3633.593750
	Iteration 38Q: 3 clusters Score -8933152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -8933154.000000 Penalty: 3633.593750
	Iteration 39Q: 3 clusters Score -8933154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 71141 members 
Entering Unmasked Estep 
Score: -8933162.000000 Penalty: 3633.593750
	Iteration 40F: 3 clusters Score -8933162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 71144 members 
Entering Unmasked Estep 
Score: -8933163.000000 Penalty: 3633.593750
	Iteration 41Q: 3 clusters Score -8933163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -8933171.000000 Penalty: 3633.593750
	Iteration 42Q: 3 clusters Score -8933171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -8933178.000000 Penalty: 3633.593750
	Iteration 43Q: 3 clusters Score -8933178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 71161 members 
Entering Unmasked Estep 
Score: -8933186.000000 Penalty: 3633.593750
	Iteration 44Q: 3 clusters Score -8933186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 71164 members 
Entering Unmasked Estep 
Score: -8933184.000000 Penalty: 3633.593750
	Iteration 45Q: 3 clusters Score -8933184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -8933192.000000 Penalty: 3633.593750
	Iteration 46Q: 3 clusters Score -8933192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 71169 members 
Entering Unmasked Estep 
Score: -8933190.000000 Penalty: 3633.593750
	Iteration 47Q: 3 clusters Score -8933190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 71171 members 
Entering Unmasked Estep 
Score: -8933186.000000 Penalty: 3633.593750
	Iteration 48Q: 3 clusters Score -8933186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -8933191.000000 Penalty: 3633.593750
	Iteration 49Q: 3 clusters Score -8933191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -8933191.000000 Penalty: 3633.593750
	Iteration 50F: 3 clusters Score -8933191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Entering Unmasked Estep 
Score: -4931248.000000 Penalty: 1720.434692
	Iteration 0F: 2 clusters Score -4931248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -4904746.000000 Penalty: 3440.869385
	Iteration 0F: 3 clusters Score -4904746 nChanged 18453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -4914975.500000 Penalty: 3440.869385
	Iteration 1F: 3 clusters Score -4914976 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -4915335.000000 Penalty: 3440.869385
	Iteration 2Q: 3 clusters Score -4915335 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -4915783.000000 Penalty: 3440.869385
	Iteration 3Q: 3 clusters Score -4915783 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -4916341.000000 Penalty: 3440.869385
	Iteration 4Q: 3 clusters Score -4916341 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -4917282.000000 Penalty: 3440.869385
	Iteration 5Q: 3 clusters Score -4917282 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -4918818.000000 Penalty: 3440.869385
	Iteration 6F: 3 clusters Score -4918818 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -4921163.000000 Penalty: 3440.869385
	Iteration 7F: 3 clusters Score -4921163 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -4924148.000000 Penalty: 3440.869385
	Iteration 8F: 3 clusters Score -4924148 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -4926798.500000 Penalty: 3440.869385
	Iteration 9F: 3 clusters Score -4926798 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -4928453.500000 Penalty: 3440.869385
	Iteration 10Q: 3 clusters Score -4928454 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -4929290.000000 Penalty: 3440.869385
	Iteration 11Q: 3 clusters Score -4929290 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -4929681.500000 Penalty: 3440.869385
	Iteration 12Q: 3 clusters Score -4929682 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -4929858.000000 Penalty: 3440.869385
	Iteration 13Q: 3 clusters Score -4929858 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -4929954.000000 Penalty: 3440.869385
	Iteration 14Q: 3 clusters Score -4929954 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -4930001.000000 Penalty: 3440.869385
	Iteration 15Q: 3 clusters Score -4930001 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -4930030.500000 Penalty: 3440.869385
	Iteration 16Q: 3 clusters Score -4930030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -4930044.500000 Penalty: 3440.869385
	Iteration 17Q: 3 clusters Score -4930044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -4930065.000000 Penalty: 3440.869385
	Iteration 18Q: 3 clusters Score -4930065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -4930082.500000 Penalty: 3440.869385
	Iteration 19Q: 3 clusters Score -4930082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -4930096.500000 Penalty: 3440.869385
	Iteration 20F: 3 clusters Score -4930096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -4930101.500000 Penalty: 3440.869385
	Iteration 21Q: 3 clusters Score -4930102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -4930101.000000 Penalty: 3440.869385
	Iteration 22Q: 3 clusters Score -4930101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -4930093.500000 Penalty: 3440.869385
	Iteration 23Q: 3 clusters Score -4930094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -4930098.500000 Penalty: 3440.869385
	Iteration 24Q: 3 clusters Score -4930098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -4930104.500000 Penalty: 3440.869385
	Iteration 25Q: 3 clusters Score -4930104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -4930100.500000 Penalty: 3440.869385
	Iteration 26Q: 3 clusters Score -4930100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -4930099.000000 Penalty: 3440.869385
	Iteration 27Q: 3 clusters Score -4930099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -4930102.500000 Penalty: 3440.869385
	Iteration 28Q: 3 clusters Score -4930102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -4930104.000000 Penalty: 3440.869385
	Iteration 29Q: 3 clusters Score -4930104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -4930102.500000 Penalty: 3440.869385
	Iteration 30Q: 3 clusters Score -4930102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -4930102.000000 Penalty: 3440.869385
	Iteration 31Q: 3 clusters Score -4930102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -4930102.000000 Penalty: 3440.869385
	Iteration 32F: 3 clusters Score -4930102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Entering Unmasked Estep 
Score: -7800291.500000 Penalty: 1794.835815
	Iteration 0F: 2 clusters Score -7800292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -7758970.500000 Penalty: 3589.671631
	Iteration 0F: 3 clusters Score -7758970 nChanged 29623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -7775830.500000 Penalty: 3589.671631
	Iteration 1F: 3 clusters Score -7775830 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -7776709.000000 Penalty: 3589.671631
	Iteration 2Q: 3 clusters Score -7776709 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -7777853.500000 Penalty: 3589.671631
	Iteration 3Q: 3 clusters Score -7777854 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -7779557.500000 Penalty: 3589.671631
	Iteration 4Q: 3 clusters Score -7779558 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -7781868.000000 Penalty: 3589.671631
	Iteration 5F: 3 clusters Score -7781868 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -7784577.000000 Penalty: 3589.671631
	Iteration 6F: 3 clusters Score -7784577 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -7787444.500000 Penalty: 3589.671631
	Iteration 7F: 3 clusters Score -7787444 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -7790099.500000 Penalty: 3589.671631
	Iteration 8F: 3 clusters Score -7790100 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -7791972.500000 Penalty: 3589.671631
	Iteration 9Q: 3 clusters Score -7791972 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -7793191.000000 Penalty: 3589.671631
	Iteration 10Q: 3 clusters Score -7793191 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -7793892.500000 Penalty: 3589.671631
	Iteration 11Q: 3 clusters Score -7793892 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -7794315.000000 Penalty: 3589.671631
	Iteration 12Q: 3 clusters Score -7794315 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -7794620.000000 Penalty: 3589.671631
	Iteration 13Q: 3 clusters Score -7794620 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
Score: -7794872.500000 Penalty: 3589.671631
	Iteration 14Q: 3 clusters Score -7794872 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -7795106.000000 Penalty: 3589.671631
	Iteration 15Q: 3 clusters Score -7795106 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -7795309.000000 Penalty: 3589.671631
	Iteration 16Q: 3 clusters Score -7795309 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -7795499.500000 Penalty: 3589.671631
	Iteration 17Q: 3 clusters Score -7795500 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -7795704.500000 Penalty: 3589.671631
	Iteration 18Q: 3 clusters Score -7795704 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -7795949.500000 Penalty: 3589.671631
	Iteration 19Q: 3 clusters Score -7795950 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -7796137.000000 Penalty: 3589.671631
	Iteration 20F: 3 clusters Score -7796137 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 53726 members 
Entering Unmasked Estep 
Score: -7796361.500000 Penalty: 3589.671631
	Iteration 21Q: 3 clusters Score -7796362 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 54303 members 
Entering Unmasked Estep 
Score: -7796542.000000 Penalty: 3589.671631
	Iteration 22Q: 3 clusters Score -7796542 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -7796760.000000 Penalty: 3589.671631
	Iteration 23Q: 3 clusters Score -7796760 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -7796981.500000 Penalty: 3589.671631
	Iteration 24Q: 3 clusters Score -7796982 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -7797144.000000 Penalty: 3589.671631
	Iteration 25Q: 3 clusters Score -7797144 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -7797317.000000 Penalty: 3589.671631
	Iteration 26Q: 3 clusters Score -7797317 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -7797481.000000 Penalty: 3589.671631
	Iteration 27Q: 3 clusters Score -7797481 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -7797623.500000 Penalty: 3589.671631
	Iteration 28Q: 3 clusters Score -7797624 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -7797751.000000 Penalty: 3589.671631
	Iteration 29Q: 3 clusters Score -7797751 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -7797872.500000 Penalty: 3589.671631
	Iteration 30Q: 3 clusters Score -7797872 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -7797968.000000 Penalty: 3589.671631
	Iteration 31Q: 3 clusters Score -7797968 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -7798062.000000 Penalty: 3589.671631
	Iteration 32Q: 3 clusters Score -7798062 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -7798152.500000 Penalty: 3589.671631
	Iteration 33Q: 3 clusters Score -7798152 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -7798212.000000 Penalty: 3589.671631
	Iteration 34Q: 3 clusters Score -7798212 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 59441 members 
Entering Unmasked Estep 
Score: -7798285.500000 Penalty: 3589.671631
	Iteration 35Q: 3 clusters Score -7798286 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -7798298.000000 Penalty: 3589.671631
	Iteration 36Q: 3 clusters Score -7798298 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -7798342.000000 Penalty: 3589.671631
	Iteration 37Q: 3 clusters Score -7798342 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -7798369.000000 Penalty: 3589.671631
	Iteration 38Q: 3 clusters Score -7798369 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -7798413.500000 Penalty: 3589.671631
	Iteration 39Q: 3 clusters Score -7798414 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 60084 members 
Entering Unmasked Estep 
Score: -7798450.500000 Penalty: 3589.671631
	Iteration 40F: 3 clusters Score -7798450 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -7798476.000000 Penalty: 3589.671631
	Iteration 41Q: 3 clusters Score -7798476 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -7798517.000000 Penalty: 3589.671631
	Iteration 42Q: 3 clusters Score -7798517 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -7798539.500000 Penalty: 3589.671631
	Iteration 43Q: 3 clusters Score -7798540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -7798554.500000 Penalty: 3589.671631
	Iteration 44Q: 3 clusters Score -7798554 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -7798579.500000 Penalty: 3589.671631
	Iteration 45Q: 3 clusters Score -7798580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -7798585.500000 Penalty: 3589.671631
	Iteration 46Q: 3 clusters Score -7798586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -7798595.500000 Penalty: 3589.671631
	Iteration 47Q: 3 clusters Score -7798596 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -7798618.000000 Penalty: 3589.671631
	Iteration 48Q: 3 clusters Score -7798618 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -7798634.000000 Penalty: 3589.671631
	Iteration 49Q: 3 clusters Score -7798634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -7798643.000000 Penalty: 3589.671631
	Iteration 50Q: 3 clusters Score -7798643 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -7798653.500000 Penalty: 3589.671631
	Iteration 51Q: 3 clusters Score -7798654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -7798673.000000 Penalty: 3589.671631
	Iteration 52Q: 3 clusters Score -7798673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -7798673.000000 Penalty: 3589.671631
	Iteration 53Q: 3 clusters Score -7798673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -7798678.000000 Penalty: 3589.671631
	Iteration 54Q: 3 clusters Score -7798678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -7798687.500000 Penalty: 3589.671631
	Iteration 55Q: 3 clusters Score -7798688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -7798699.000000 Penalty: 3589.671631
	Iteration 56Q: 3 clusters Score -7798699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -7798691.500000 Penalty: 3589.671631
	Iteration 57Q: 3 clusters Score -7798692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 61008 members 
Entering Unmasked Estep 
Score: -7798703.000000 Penalty: 3589.671631
	Iteration 58Q: 3 clusters Score -7798703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -7798709.500000 Penalty: 3589.671631
	Iteration 59Q: 3 clusters Score -7798710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -7798725.000000 Penalty: 3589.671631
	Iteration 60F: 3 clusters Score -7798725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -7798723.500000 Penalty: 3589.671631
	Iteration 61Q: 3 clusters Score -7798724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -7798722.500000 Penalty: 3589.671631
	Iteration 62Q: 3 clusters Score -7798722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -7798721.500000 Penalty: 3589.671631
	Iteration 63Q: 3 clusters Score -7798722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -7798743.500000 Penalty: 3589.671631
	Iteration 64Q: 3 clusters Score -7798744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -7798747.000000 Penalty: 3589.671631
	Iteration 65Q: 3 clusters Score -7798747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -7798758.000000 Penalty: 3589.671631
	Iteration 66Q: 3 clusters Score -7798758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -7798760.500000 Penalty: 3589.671631
	Iteration 67Q: 3 clusters Score -7798760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -7798758.500000 Penalty: 3589.671631
	Iteration 68Q: 3 clusters Score -7798758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -7798754.500000 Penalty: 3589.671631
	Iteration 69Q: 3 clusters Score -7798754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -7798752.500000 Penalty: 3589.671631
	Iteration 70Q: 3 clusters Score -7798752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 61239 members 
Entering Unmasked Estep 
Score: -7798753.000000 Penalty: 3589.671631
	Iteration 71Q: 3 clusters Score -7798753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -7798759.500000 Penalty: 3589.671631
	Iteration 72Q: 3 clusters Score -7798760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 61251 members 
Entering Unmasked Estep 
Score: -7798751.500000 Penalty: 3589.671631
	Iteration 73Q: 3 clusters Score -7798752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -7798766.500000 Penalty: 3589.671631
	Iteration 74Q: 3 clusters Score -7798766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -7798768.000000 Penalty: 3589.671631
	Iteration 75Q: 3 clusters Score -7798768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -7798769.000000 Penalty: 3589.671631
	Iteration 76Q: 3 clusters Score -7798769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -7798762.500000 Penalty: 3589.671631
	Iteration 77Q: 3 clusters Score -7798762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -7798764.000000 Penalty: 3589.671631
	Iteration 78Q: 3 clusters Score -7798764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -7798766.000000 Penalty: 3589.671631
	Iteration 79Q: 3 clusters Score -7798766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -7798766.000000 Penalty: 3589.671631
	Iteration 80F: 3 clusters Score -7798766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Entering Unmasked Estep 
Score: -450196.718750 Penalty: 1343.168091
	Iteration 0F: 2 clusters Score -450196.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -447009.437500 Penalty: 2686.336182
	Iteration 0F: 3 clusters Score -447009.4 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -448065.718750 Penalty: 2686.336182
	Iteration 1F: 3 clusters Score -448065.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -448371.500000 Penalty: 2686.336182
	Iteration 2F: 3 clusters Score -448371.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -448594.687500 Penalty: 2686.336182
	Iteration 3F: 3 clusters Score -448594.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -448779.062500 Penalty: 2686.336182
	Iteration 4F: 3 clusters Score -448779.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -448945.156250 Penalty: 2686.336182
	Iteration 5F: 3 clusters Score -448945.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -449128.906250 Penalty: 2686.336182
	Iteration 6F: 3 clusters Score -449128.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -449351.125000 Penalty: 2686.336182
	Iteration 7F: 3 clusters Score -449351.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -449539.437500 Penalty: 2686.336182
	Iteration 8F: 3 clusters Score -449539.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -449680.625000 Penalty: 2686.336182
	Iteration 9Q: 3 clusters Score -449680.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -449812.968750 Penalty: 2686.336182
	Iteration 10Q: 3 clusters Score -449813 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -449953.406250 Penalty: 2686.336182
	Iteration 11Q: 3 clusters Score -449953.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -450134.000000 Penalty: 2686.336182
	Iteration 12Q: 3 clusters Score -450134 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -450307.625000 Penalty: 2686.336182
	Iteration 13Q: 3 clusters Score -450307.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -450355.000000 Penalty: 2686.336182
	Iteration 14Q: 3 clusters Score -450355 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -450379.406250 Penalty: 2686.336182
	Iteration 15Q: 3 clusters Score -450379.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -450394.875000 Penalty: 2686.336182
	Iteration 16Q: 3 clusters Score -450394.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -450406.156250 Penalty: 2686.336182
	Iteration 17Q: 3 clusters Score -450406.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -450413.625000 Penalty: 2686.336182
	Iteration 18Q: 3 clusters Score -450413.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -450420.437500 Penalty: 2686.336182
	Iteration 19Q: 3 clusters Score -450420.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -450425.406250 Penalty: 2686.336182
	Iteration 20F: 3 clusters Score -450425.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -450431.281250 Penalty: 2686.336182
	Iteration 21Q: 3 clusters Score -450431.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -450434.218750 Penalty: 2686.336182
	Iteration 22Q: 3 clusters Score -450434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -450434.750000 Penalty: 2686.336182
	Iteration 23Q: 3 clusters Score -450434.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -450434.906250 Penalty: 2686.336182
	Iteration 24Q: 3 clusters Score -450434.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -450436.593750 Penalty: 2686.336182
	Iteration 25Q: 3 clusters Score -450436.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -450439.062500 Penalty: 2686.336182
	Iteration 26Q: 3 clusters Score -450439.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -450441.562500 Penalty: 2686.336182
	Iteration 27Q: 3 clusters Score -450441.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -450443.062500 Penalty: 2686.336182
	Iteration 28Q: 3 clusters Score -450443.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -450445.187500 Penalty: 2686.336182
	Iteration 29Q: 3 clusters Score -450445.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -450447.937500 Penalty: 2686.336182
	Iteration 30Q: 3 clusters Score -450447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -450449.468750 Penalty: 2686.336182
	Iteration 31Q: 3 clusters Score -450449.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -450451.656250 Penalty: 2686.336182
	Iteration 32Q: 3 clusters Score -450451.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -450453.531250 Penalty: 2686.336182
	Iteration 33Q: 3 clusters Score -450453.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -450454.375000 Penalty: 2686.336182
	Iteration 34Q: 3 clusters Score -450454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -450454.812500 Penalty: 2686.336182
	Iteration 35Q: 3 clusters Score -450454.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -450454.718750 Penalty: 2686.336182
	Iteration 36Q: 3 clusters Score -450454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -450455.812500 Penalty: 2686.336182
	Iteration 37Q: 3 clusters Score -450455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -450456.343750 Penalty: 2686.336182
	Iteration 38Q: 3 clusters Score -450456.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -450456.343750 Penalty: 2686.336182
	Iteration 39F: 3 clusters Score -450456.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 26771 members 
Mstep: Class 3 contains 4944 members 
Mstep: Class 4 contains 40060 members 
Mstep: Class 5 contains 44904 members 
Mstep: Class 6 contains 74599 members 
Mstep: Class 7 contains 17390 members 
Mstep: Class 8 contains 480 members 
Mstep: Class 9 contains 71703 members 
Mstep: Class 10 contains 39628 members 
Mstep: Class 11 contains 62639 members 
Mstep: Class 12 contains 3408 members 
Mstep: Class 13 contains 55586 members 
Mstep: Class 14 contains 16752 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76001 members 
Mstep: Class 19 contains 83243 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
Score: -75570904.000000 Penalty: 39018.101562
Splitting cluster 12 changes total score from -75571248.000000 to -75570904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (55586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Entering Unmasked Estep 
Score: -6921554.500000 Penalty: 1775.424072
	Iteration 0F: 2 clusters Score -6921554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -6885717.500000 Penalty: 3550.848145
	Iteration 0F: 3 clusters Score -6885718 nChanged 26273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -6900471.000000 Penalty: 3550.848145
	Iteration 1F: 3 clusters Score -6900471 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -6900934.000000 Penalty: 3550.848145
	Iteration 2Q: 3 clusters Score -6900934 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -6901439.000000 Penalty: 3550.848145
	Iteration 3Q: 3 clusters Score -6901439 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -6902174.500000 Penalty: 3550.848145
	Iteration 4Q: 3 clusters Score -6902174 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -6903399.000000 Penalty: 3550.848145
	Iteration 5Q: 3 clusters Score -6903399 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -6905334.000000 Penalty: 3550.848145
	Iteration 6F: 3 clusters Score -6905334 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -6908129.500000 Penalty: 3550.848145
	Iteration 7F: 3 clusters Score -6908130 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -6911883.000000 Penalty: 3550.848145
	Iteration 8F: 3 clusters Score -6911883 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -6914983.000000 Penalty: 3550.848145
	Iteration 9F: 3 clusters Score -6914983 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -6916814.500000 Penalty: 3550.848145
	Iteration 10Q: 3 clusters Score -6916814 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -6917688.500000 Penalty: 3550.848145
	Iteration 11Q: 3 clusters Score -6917688 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -6918281.500000 Penalty: 3550.848145
	Iteration 12Q: 3 clusters Score -6918282 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -6918736.500000 Penalty: 3550.848145
	Iteration 13Q: 3 clusters Score -6918736 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -6919197.000000 Penalty: 3550.848145
	Iteration 14Q: 3 clusters Score -6919197 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -6919570.000000 Penalty: 3550.848145
	Iteration 15Q: 3 clusters Score -6919570 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -6919891.000000 Penalty: 3550.848145
	Iteration 16Q: 3 clusters Score -6919891 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -6920143.000000 Penalty: 3550.848145
	Iteration 17Q: 3 clusters Score -6920143 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -6920339.500000 Penalty: 3550.848145
	Iteration 18Q: 3 clusters Score -6920340 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -6920484.000000 Penalty: 3550.848145
	Iteration 19Q: 3 clusters Score -6920484 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -6920549.500000 Penalty: 3550.848145
	Iteration 20F: 3 clusters Score -6920550 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -6920577.500000 Penalty: 3550.848145
	Iteration 21Q: 3 clusters Score -6920578 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -6920624.000000 Penalty: 3550.848145
	Iteration 22Q: 3 clusters Score -6920624 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -6920598.000000 Penalty: 3550.848145
	Iteration 23Q: 3 clusters Score -6920598 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52301 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -6920607.500000 Penalty: 3550.848145
	Iteration 24Q: 3 clusters Score -6920608 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -6920585.500000 Penalty: 3550.848145
	Iteration 25Q: 3 clusters Score -6920586 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -6920580.500000 Penalty: 3550.848145
	Iteration 26Q: 3 clusters Score -6920580 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -6920558.500000 Penalty: 3550.848145
	Iteration 27Q: 3 clusters Score -6920558 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52915 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -6920544.500000 Penalty: 3550.848145
	Iteration 28Q: 3 clusters Score -6920544 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6920546.500000 Penalty: 3550.848145
	Iteration 29Q: 3 clusters Score -6920546 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -6920567.500000 Penalty: 3550.848145
	Iteration 30Q: 3 clusters Score -6920568 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -6920559.000000 Penalty: 3550.848145
	Iteration 31Q: 3 clusters Score -6920559 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6920541.000000 Penalty: 3550.848145
	Iteration 32Q: 3 clusters Score -6920541 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6920549.000000 Penalty: 3550.848145
	Iteration 33Q: 3 clusters Score -6920549 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6920539.500000 Penalty: 3550.848145
	Iteration 34Q: 3 clusters Score -6920540 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6920527.000000 Penalty: 3550.848145
	Iteration 35Q: 3 clusters Score -6920527 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6920509.500000 Penalty: 3550.848145
	Iteration 36Q: 3 clusters Score -6920510 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6920514.000000 Penalty: 3550.848145
	Iteration 37Q: 3 clusters Score -6920514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6920512.500000 Penalty: 3550.848145
	Iteration 38Q: 3 clusters Score -6920512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6920498.500000 Penalty: 3550.848145
	Iteration 39Q: 3 clusters Score -6920498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6920500.500000 Penalty: 3550.848145
	Iteration 40F: 3 clusters Score -6920500 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6920494.000000 Penalty: 3550.848145
	Iteration 41Q: 3 clusters Score -6920494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6920500.500000 Penalty: 3550.848145
	Iteration 42Q: 3 clusters Score -6920500 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6920493.000000 Penalty: 3550.848145
	Iteration 43Q: 3 clusters Score -6920493 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6920494.000000 Penalty: 3550.848145
	Iteration 44Q: 3 clusters Score -6920494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6920494.000000 Penalty: 3550.848145
	Iteration 45Q: 3 clusters Score -6920494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6920467.000000 Penalty: 3550.848145
	Iteration 46Q: 3 clusters Score -6920467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6920463.000000 Penalty: 3550.848145
	Iteration 47Q: 3 clusters Score -6920463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6920458.500000 Penalty: 3550.848145
	Iteration 48Q: 3 clusters Score -6920458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6920455.000000 Penalty: 3550.848145
	Iteration 49Q: 3 clusters Score -6920455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6920458.500000 Penalty: 3550.848145
	Iteration 50Q: 3 clusters Score -6920458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6920454.000000 Penalty: 3550.848145
	Iteration 51Q: 3 clusters Score -6920454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6920451.500000 Penalty: 3550.848145
	Iteration 52Q: 3 clusters Score -6920452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6920463.500000 Penalty: 3550.848145
	Iteration 53Q: 3 clusters Score -6920464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6920463.000000 Penalty: 3550.848145
	Iteration 54Q: 3 clusters Score -6920463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6920469.000000 Penalty: 3550.848145
	Iteration 55Q: 3 clusters Score -6920469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6920463.500000 Penalty: 3550.848145
	Iteration 56Q: 3 clusters Score -6920464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6920457.500000 Penalty: 3550.848145
	Iteration 57Q: 3 clusters Score -6920458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6920454.000000 Penalty: 3550.848145
	Iteration 58Q: 3 clusters Score -6920454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6920435.500000 Penalty: 3550.848145
	Iteration 59Q: 3 clusters Score -6920436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6920429.500000 Penalty: 3550.848145
	Iteration 60F: 3 clusters Score -6920430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -6920428.500000 Penalty: 3550.848145
	Iteration 61Q: 3 clusters Score -6920428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6920435.000000 Penalty: 3550.848145
	Iteration 62Q: 3 clusters Score -6920435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6920425.500000 Penalty: 3550.848145
	Iteration 63Q: 3 clusters Score -6920426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6920427.500000 Penalty: 3550.848145
	Iteration 64Q: 3 clusters Score -6920428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6920425.500000 Penalty: 3550.848145
	Iteration 65Q: 3 clusters Score -6920426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6920420.500000 Penalty: 3550.848145
	Iteration 66Q: 3 clusters Score -6920420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6920417.000000 Penalty: 3550.848145
	Iteration 67Q: 3 clusters Score -6920417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6920412.500000 Penalty: 3550.848145
	Iteration 68Q: 3 clusters Score -6920412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6920410.500000 Penalty: 3550.848145
	Iteration 69Q: 3 clusters Score -6920410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54678 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6920412.000000 Penalty: 3550.848145
	Iteration 70Q: 3 clusters Score -6920412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6920409.500000 Penalty: 3550.848145
	Iteration 71Q: 3 clusters Score -6920410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6920409.500000 Penalty: 3550.848145
	Iteration 72Q: 3 clusters Score -6920410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6920413.500000 Penalty: 3550.848145
	Iteration 73Q: 3 clusters Score -6920414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6920420.500000 Penalty: 3550.848145
	Iteration 74Q: 3 clusters Score -6920420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6920421.000000 Penalty: 3550.848145
	Iteration 75Q: 3 clusters Score -6920421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6920426.500000 Penalty: 3550.848145
	Iteration 76Q: 3 clusters Score -6920426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6920423.500000 Penalty: 3550.848145
	Iteration 77Q: 3 clusters Score -6920424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6920433.000000 Penalty: 3550.848145
	Iteration 78Q: 3 clusters Score -6920433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6920429.500000 Penalty: 3550.848145
	Iteration 79Q: 3 clusters Score -6920430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6920427.500000 Penalty: 3550.848145
	Iteration 80F: 3 clusters Score -6920428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6920419.000000 Penalty: 3550.848145
	Iteration 81Q: 3 clusters Score -6920419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6920424.500000 Penalty: 3550.848145
	Iteration 82Q: 3 clusters Score -6920424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6920426.000000 Penalty: 3550.848145
	Iteration 83Q: 3 clusters Score -6920426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6920422.000000 Penalty: 3550.848145
	Iteration 84Q: 3 clusters Score -6920422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6920426.000000 Penalty: 3550.848145
	Iteration 85Q: 3 clusters Score -6920426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6920421.000000 Penalty: 3550.848145
	Iteration 86Q: 3 clusters Score -6920421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6920422.000000 Penalty: 3550.848145
	Iteration 87Q: 3 clusters Score -6920422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6920425.000000 Penalty: 3550.848145
	Iteration 88Q: 3 clusters Score -6920425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6920423.000000 Penalty: 3550.848145
	Iteration 89Q: 3 clusters Score -6920423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6920428.000000 Penalty: 3550.848145
	Iteration 90Q: 3 clusters Score -6920428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6920429.000000 Penalty: 3550.848145
	Iteration 91Q: 3 clusters Score -6920429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6920429.000000 Penalty: 3550.848145
	Iteration 92F: 3 clusters Score -6920429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Entering Unmasked Estep 
Score: -2073544.500000 Penalty: 1580.519287
	Iteration 0F: 2 clusters Score -2073544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2061921.750000 Penalty: 3161.038574
	Iteration 0F: 3 clusters Score -2061922 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2065990.375000 Penalty: 3161.038574
	Iteration 1F: 3 clusters Score -2065990 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2066309.500000 Penalty: 3161.038574
	Iteration 2Q: 3 clusters Score -2066310 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2066593.375000 Penalty: 3161.038574
	Iteration 3Q: 3 clusters Score -2066593 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2066955.625000 Penalty: 3161.038574
	Iteration 4Q: 3 clusters Score -2066956 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2067404.500000 Penalty: 3161.038574
	Iteration 5Q: 3 clusters Score -2067404 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2067940.625000 Penalty: 3161.038574
	Iteration 6Q: 3 clusters Score -2067941 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2068569.875000 Penalty: 3161.038574
	Iteration 7Q: 3 clusters Score -2068570 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2069173.875000 Penalty: 3161.038574
	Iteration 8Q: 3 clusters Score -2069174 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2069687.500000 Penalty: 3161.038574
	Iteration 9Q: 3 clusters Score -2069688 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2070103.625000 Penalty: 3161.038574
	Iteration 10Q: 3 clusters Score -2070104 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2070447.625000 Penalty: 3161.038574
	Iteration 11Q: 3 clusters Score -2070448 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2070721.000000 Penalty: 3161.038574
	Iteration 12Q: 3 clusters Score -2070721 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2070935.625000 Penalty: 3161.038574
	Iteration 13Q: 3 clusters Score -2070936 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2071117.125000 Penalty: 3161.038574
	Iteration 14Q: 3 clusters Score -2071117 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2071254.875000 Penalty: 3161.038574
	Iteration 15Q: 3 clusters Score -2071255 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2071377.125000 Penalty: 3161.038574
	Iteration 16Q: 3 clusters Score -2071377 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2071481.500000 Penalty: 3161.038574
	Iteration 17Q: 3 clusters Score -2071482 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2071566.750000 Penalty: 3161.038574
	Iteration 18Q: 3 clusters Score -2071567 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2071642.875000 Penalty: 3161.038574
	Iteration 19Q: 3 clusters Score -2071643 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2071699.375000 Penalty: 3161.038574
	Iteration 20F: 3 clusters Score -2071699 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2071758.875000 Penalty: 3161.038574
	Iteration 21Q: 3 clusters Score -2071759 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2071817.125000 Penalty: 3161.038574
	Iteration 22Q: 3 clusters Score -2071817 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2071854.125000 Penalty: 3161.038574
	Iteration 23Q: 3 clusters Score -2071854 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2071894.875000 Penalty: 3161.038574
	Iteration 24Q: 3 clusters Score -2071895 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2071934.625000 Penalty: 3161.038574
	Iteration 25Q: 3 clusters Score -2071935 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2071969.875000 Penalty: 3161.038574
	Iteration 26Q: 3 clusters Score -2071970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2072003.375000 Penalty: 3161.038574
	Iteration 27Q: 3 clusters Score -2072003 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2072027.000000 Penalty: 3161.038574
	Iteration 28Q: 3 clusters Score -2072027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2072039.375000 Penalty: 3161.038574
	Iteration 29Q: 3 clusters Score -2072039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2072048.500000 Penalty: 3161.038574
	Iteration 30Q: 3 clusters Score -2072048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2072055.500000 Penalty: 3161.038574
	Iteration 31Q: 3 clusters Score -2072056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2072059.000000 Penalty: 3161.038574
	Iteration 32Q: 3 clusters Score -2072059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2072062.875000 Penalty: 3161.038574
	Iteration 33Q: 3 clusters Score -2072063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2072063.000000 Penalty: 3161.038574
	Iteration 34Q: 3 clusters Score -2072063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2072063.875000 Penalty: 3161.038574
	Iteration 35Q: 3 clusters Score -2072064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2072065.000000 Penalty: 3161.038574
	Iteration 36Q: 3 clusters Score -2072065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2072069.875000 Penalty: 3161.038574
	Iteration 37Q: 3 clusters Score -2072070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2072069.875000 Penalty: 3161.038574
	Iteration 38Q: 3 clusters Score -2072070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2072071.750000 Penalty: 3161.038574
	Iteration 39Q: 3 clusters Score -2072072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2072073.750000 Penalty: 3161.038574
	Iteration 40F: 3 clusters Score -2072074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2072077.375000 Penalty: 3161.038574
	Iteration 41Q: 3 clusters Score -2072077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2072078.875000 Penalty: 3161.038574
	Iteration 42Q: 3 clusters Score -2072079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2072080.875000 Penalty: 3161.038574
	Iteration 43Q: 3 clusters Score -2072081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2072085.250000 Penalty: 3161.038574
	Iteration 44Q: 3 clusters Score -2072085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2072089.125000 Penalty: 3161.038574
	Iteration 45Q: 3 clusters Score -2072089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2072091.000000 Penalty: 3161.038574
	Iteration 46Q: 3 clusters Score -2072091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2072091.000000 Penalty: 3161.038574
	Iteration 47Q: 3 clusters Score -2072091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2072090.500000 Penalty: 3161.038574
	Iteration 48Q: 3 clusters Score -2072090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2072091.375000 Penalty: 3161.038574
	Iteration 49Q: 3 clusters Score -2072091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2072094.625000 Penalty: 3161.038574
	Iteration 50Q: 3 clusters Score -2072095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2072095.125000 Penalty: 3161.038574
	Iteration 51Q: 3 clusters Score -2072095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2072096.000000 Penalty: 3161.038574
	Iteration 52Q: 3 clusters Score -2072096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2072102.000000 Penalty: 3161.038574
	Iteration 53Q: 3 clusters Score -2072102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2072106.625000 Penalty: 3161.038574
	Iteration 54Q: 3 clusters Score -2072107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2072108.000000 Penalty: 3161.038574
	Iteration 55Q: 3 clusters Score -2072108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2072110.000000 Penalty: 3161.038574
	Iteration 56Q: 3 clusters Score -2072110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2072111.500000 Penalty: 3161.038574
	Iteration 57Q: 3 clusters Score -2072112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2072121.500000 Penalty: 3161.038574
	Iteration 58Q: 3 clusters Score -2072122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2072131.250000 Penalty: 3161.038574
	Iteration 59Q: 3 clusters Score -2072131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2072134.250000 Penalty: 3161.038574
	Iteration 60F: 3 clusters Score -2072134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2072136.375000 Penalty: 3161.038574
	Iteration 61Q: 3 clusters Score -2072136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2072138.500000 Penalty: 3161.038574
	Iteration 62Q: 3 clusters Score -2072138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2072140.500000 Penalty: 3161.038574
	Iteration 63Q: 3 clusters Score -2072140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2072143.500000 Penalty: 3161.038574
	Iteration 64Q: 3 clusters Score -2072144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2072148.875000 Penalty: 3161.038574
	Iteration 65Q: 3 clusters Score -2072149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2072149.125000 Penalty: 3161.038574
	Iteration 66Q: 3 clusters Score -2072149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2072150.125000 Penalty: 3161.038574
	Iteration 67Q: 3 clusters Score -2072150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2072150.125000 Penalty: 3161.038574
	Iteration 68F: 3 clusters Score -2072150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56142.101562 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -55189.695312 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55189.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55294.144531 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55294.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55320.550781 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55320.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55343.964844 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55343.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55351.101562 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55351.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55352.851562 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55352.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55352.851562 Penalty: 1890.561035
	Iteration 6F: 3 clusters Score -55352.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (76001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76001 members 
Entering Unmasked Estep 
Score: -9459005.000000 Penalty: 1826.256470
	Iteration 0F: 2 clusters Score -9459005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -9409976.000000 Penalty: 3652.512939
	Iteration 0F: 3 clusters Score -9409976 nChanged 36179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9430723 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -9431106 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -9431513 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -9432022.000000 Penalty: 3652.512939
	Iteration 4Q: 3 clusters Score -9432022 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -9432542.000000 Penalty: 3652.512939
	Iteration 5Q: 3 clusters Score -9432542 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -9433122.000000 Penalty: 3652.512939
	Iteration 6Q: 3 clusters Score -9433122 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -9434149.000000 Penalty: 3652.512939
	Iteration 7Q: 3 clusters Score -9434149 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -9435496.000000 Penalty: 3652.512939
	Iteration 8Q: 3 clusters Score -9435496 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -9437691.000000 Penalty: 3652.512939
	Iteration 9Q: 3 clusters Score -9437691 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -9440625.000000 Penalty: 3652.512939
	Iteration 10F: 3 clusters Score -9440625 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -9443761.000000 Penalty: 3652.512939
	Iteration 11F: 3 clusters Score -9443761 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -9446053.000000 Penalty: 3652.512939
	Iteration 12F: 3 clusters Score -9446053 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -9447265.000000 Penalty: 3652.512939
	Iteration 13Q: 3 clusters Score -9447265 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -9447804.000000 Penalty: 3652.512939
	Iteration 14Q: 3 clusters Score -9447804 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -9448236.000000 Penalty: 3652.512939
	Iteration 15Q: 3 clusters Score -9448236 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -9448605.000000 Penalty: 3652.512939
	Iteration 16Q: 3 clusters Score -9448605 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -9448977.000000 Penalty: 3652.512939
	Iteration 17Q: 3 clusters Score -9448977 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -9449364.000000 Penalty: 3652.512939
	Iteration 18Q: 3 clusters Score -9449364 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -9449787.000000 Penalty: 3652.512939
	Iteration 19Q: 3 clusters Score -9449787 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -9450171.000000 Penalty: 3652.512939
	Iteration 20F: 3 clusters Score -9450171 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -9450594.000000 Penalty: 3652.512939
	Iteration 21Q: 3 clusters Score -9450594 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -9451066.000000 Penalty: 3652.512939
	Iteration 22Q: 3 clusters Score -9451066 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 58516 members 
Entering Unmasked Estep 
Score: -9451489.000000 Penalty: 3652.512939
	Iteration 23Q: 3 clusters Score -9451489 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 59618 members 
Entering Unmasked Estep 
Score: -9451942.000000 Penalty: 3652.512939
	Iteration 24Q: 3 clusters Score -9451942 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -9452336.000000 Penalty: 3652.512939
	Iteration 25Q: 3 clusters Score -9452336 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -9452743.000000 Penalty: 3652.512939
	Iteration 26Q: 3 clusters Score -9452743 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -9453168.000000 Penalty: 3652.512939
	Iteration 27Q: 3 clusters Score -9453168 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -9453616.000000 Penalty: 3652.512939
	Iteration 28Q: 3 clusters Score -9453616 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -9454040.000000 Penalty: 3652.512939
	Iteration 29Q: 3 clusters Score -9454040 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 65888 members 
Entering Unmasked Estep 
Score: -9454445.000000 Penalty: 3652.512939
	Iteration 30Q: 3 clusters Score -9454445 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -9454852.000000 Penalty: 3652.512939
	Iteration 31Q: 3 clusters Score -9454852 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -9455184.000000 Penalty: 3652.512939
	Iteration 32Q: 3 clusters Score -9455184 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -9455540.000000 Penalty: 3652.512939
	Iteration 33Q: 3 clusters Score -9455540 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -9455929.000000 Penalty: 3652.512939
	Iteration 34Q: 3 clusters Score -9455929 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -9456239.000000 Penalty: 3652.512939
	Iteration 35Q: 3 clusters Score -9456239 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 70872 members 
Entering Unmasked Estep 
Score: -9456499.000000 Penalty: 3652.512939
	Iteration 36Q: 3 clusters Score -9456499 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 71568 members 
Entering Unmasked Estep 
Score: -9456775.000000 Penalty: 3652.512939
	Iteration 37Q: 3 clusters Score -9456775 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 72137 members 
Entering Unmasked Estep 
Score: -9456979.000000 Penalty: 3652.512939
	Iteration 38Q: 3 clusters Score -9456979 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 72640 members 
Entering Unmasked Estep 
Score: -9457128.000000 Penalty: 3652.512939
	Iteration 39Q: 3 clusters Score -9457128 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 73097 members 
Entering Unmasked Estep 
Score: -9457273.000000 Penalty: 3652.512939
	Iteration 40F: 3 clusters Score -9457273 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 73482 members 
Entering Unmasked Estep 
Score: -9457385.000000 Penalty: 3652.512939
	Iteration 41Q: 3 clusters Score -9457385 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 73819 members 
Entering Unmasked Estep 
Score: -9457491.000000 Penalty: 3652.512939
	Iteration 42Q: 3 clusters Score -9457491 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 74113 members 
Entering Unmasked Estep 
Score: -9457564.000000 Penalty: 3652.512939
	Iteration 43Q: 3 clusters Score -9457564 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 74355 members 
Entering Unmasked Estep 
Score: -9457630.000000 Penalty: 3652.512939
	Iteration 44Q: 3 clusters Score -9457630 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 74588 members 
Entering Unmasked Estep 
Score: -9457684.000000 Penalty: 3652.512939
	Iteration 45Q: 3 clusters Score -9457684 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -9457766.000000 Penalty: 3652.512939
	Iteration 46Q: 3 clusters Score -9457766 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 74907 members 
Entering Unmasked Estep 
Score: -9457805.000000 Penalty: 3652.512939
	Iteration 47Q: 3 clusters Score -9457805 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 75024 members 
Entering Unmasked Estep 
Score: -9457856.000000 Penalty: 3652.512939
	Iteration 48Q: 3 clusters Score -9457856 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 75121 members 
Entering Unmasked Estep 
Score: -9457880.000000 Penalty: 3652.512939
	Iteration 49Q: 3 clusters Score -9457880 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 75190 members 
Entering Unmasked Estep 
Score: -9457885.000000 Penalty: 3652.512939
	Iteration 50Q: 3 clusters Score -9457885 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 75242 members 
Entering Unmasked Estep 
Score: -9457906.000000 Penalty: 3652.512939
	Iteration 51Q: 3 clusters Score -9457906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 75283 members 
Entering Unmasked Estep 
Score: -9457931.000000 Penalty: 3652.512939
	Iteration 52Q: 3 clusters Score -9457931 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -9457936.000000 Penalty: 3652.512939
	Iteration 53Q: 3 clusters Score -9457936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -9457944.000000 Penalty: 3652.512939
	Iteration 54Q: 3 clusters Score -9457944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -9457949.000000 Penalty: 3652.512939
	Iteration 55Q: 3 clusters Score -9457949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -9457950.000000 Penalty: 3652.512939
	Iteration 56Q: 3 clusters Score -9457950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 75444 members 
Entering Unmasked Estep 
Score: -9457968.000000 Penalty: 3652.512939
	Iteration 57Q: 3 clusters Score -9457968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 75460 members 
Entering Unmasked Estep 
Score: -9457957.000000 Penalty: 3652.512939
	Iteration 58Q: 3 clusters Score -9457957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 75471 members 
Entering Unmasked Estep 
Score: -9457949.000000 Penalty: 3652.512939
	Iteration 59Q: 3 clusters Score -9457949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 75480 members 
Entering Unmasked Estep 
Score: -9457959.000000 Penalty: 3652.512939
	Iteration 60F: 3 clusters Score -9457959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 75486 members 
Entering Unmasked Estep 
Score: -9457962.000000 Penalty: 3652.512939
	Iteration 61Q: 3 clusters Score -9457962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -9457961.000000 Penalty: 3652.512939
	Iteration 62Q: 3 clusters Score -9457961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 75496 members 
Entering Unmasked Estep 
Score: -9457964.000000 Penalty: 3652.512939
	Iteration 63Q: 3 clusters Score -9457964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 75500 members 
Entering Unmasked Estep 
Score: -9457959.000000 Penalty: 3652.512939
	Iteration 64Q: 3 clusters Score -9457959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 75503 members 
Entering Unmasked Estep 
Score: -9457960.000000 Penalty: 3652.512939
	Iteration 65Q: 3 clusters Score -9457960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -9457963.000000 Penalty: 3652.512939
	Iteration 66Q: 3 clusters Score -9457963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 75510 members 
Entering Unmasked Estep 
Score: -9457958.000000 Penalty: 3652.512939
	Iteration 67Q: 3 clusters Score -9457958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -9457961.000000 Penalty: 3652.512939
	Iteration 68Q: 3 clusters Score -9457961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -9457962.000000 Penalty: 3652.512939
	Iteration 69Q: 3 clusters Score -9457962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 75514 members 
Entering Unmasked Estep 
Score: -9457959.000000 Penalty: 3652.512939
	Iteration 70Q: 3 clusters Score -9457959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 75514 members 
Entering Unmasked Estep 
Score: -9457959.000000 Penalty: 3652.512939
	Iteration 71F: 3 clusters Score -9457959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (83243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Entering Unmasked Estep 
Score: -10294587.000000 Penalty: 1841.046875
	Iteration 0F: 2 clusters Score -1.029459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -10242210.000000 Penalty: 3682.093750
	Iteration 0F: 3 clusters Score -1.024221e+07 nChanged 39569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -10264756.000000 Penalty: 3682.093750
	Iteration 1F: 3 clusters Score -1.026476e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -10265173.000000 Penalty: 3682.093750
	Iteration 2Q: 3 clusters Score -1.026517e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -10265619.000000 Penalty: 3682.093750
	Iteration 3Q: 3 clusters Score -1.026562e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -10266189.000000 Penalty: 3682.093750
	Iteration 4Q: 3 clusters Score -1.026619e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -10266912.000000 Penalty: 3682.093750
	Iteration 5Q: 3 clusters Score -1.026691e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -10268105.000000 Penalty: 3682.093750
	Iteration 6Q: 3 clusters Score -1.02681e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -10270187.000000 Penalty: 3682.093750
	Iteration 7Q: 3 clusters Score -1.027019e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -10273128.000000 Penalty: 3682.093750
	Iteration 8F: 3 clusters Score -1.027313e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62002 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -10277061.000000 Penalty: 3682.093750
	Iteration 9F: 3 clusters Score -1.027706e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -10281095.000000 Penalty: 3682.093750
	Iteration 10F: 3 clusters Score -1.02811e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -10284277.000000 Penalty: 3682.093750
	Iteration 11F: 3 clusters Score -1.028428e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73354 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -10286388.000000 Penalty: 3682.093750
	Iteration 12Q: 3 clusters Score -1.028639e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75269 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -10287706.000000 Penalty: 3682.093750
	Iteration 13Q: 3 clusters Score -1.028771e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76790 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -10288611.000000 Penalty: 3682.093750
	Iteration 14Q: 3 clusters Score -1.028861e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78083 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -10289376.000000 Penalty: 3682.093750
	Iteration 15Q: 3 clusters Score -1.028938e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79140 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -10290068.000000 Penalty: 3682.093750
	Iteration 16Q: 3 clusters Score -1.029007e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -10290679.000000 Penalty: 3682.093750
	Iteration 17Q: 3 clusters Score -1.029068e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80851 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -10291252.000000 Penalty: 3682.093750
	Iteration 18Q: 3 clusters Score -1.029125e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81505 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -10291734.000000 Penalty: 3682.093750
	Iteration 19Q: 3 clusters Score -1.029173e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82027 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -10292075.000000 Penalty: 3682.093750
	Iteration 20F: 3 clusters Score -1.029208e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82405 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -10292399.000000 Penalty: 3682.093750
	Iteration 21Q: 3 clusters Score -1.02924e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82649 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10292598.000000 Penalty: 3682.093750
	Iteration 22Q: 3 clusters Score -1.02926e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82797 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10292709.000000 Penalty: 3682.093750
	Iteration 23Q: 3 clusters Score -1.029271e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10292800.000000 Penalty: 3682.093750
	Iteration 24Q: 3 clusters Score -1.02928e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82930 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10292828.000000 Penalty: 3682.093750
	Iteration 25Q: 3 clusters Score -1.029283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10292850.000000 Penalty: 3682.093750
	Iteration 26Q: 3 clusters Score -1.029285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82962 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10292879.000000 Penalty: 3682.093750
	Iteration 27Q: 3 clusters Score -1.029288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82968 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -10292890.000000 Penalty: 3682.093750
	Iteration 28Q: 3 clusters Score -1.029289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82978 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10292917.000000 Penalty: 3682.093750
	Iteration 29Q: 3 clusters Score -1.029292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82989 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10292929.000000 Penalty: 3682.093750
	Iteration 30Q: 3 clusters Score -1.029293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83001 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10292933.000000 Penalty: 3682.093750
	Iteration 31Q: 3 clusters Score -1.029293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83006 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10292944.000000 Penalty: 3682.093750
	Iteration 32Q: 3 clusters Score -1.029294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83011 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -10292960.000000 Penalty: 3682.093750
	Iteration 33Q: 3 clusters Score -1.029296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83013 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10292955.000000 Penalty: 3682.093750
	Iteration 34Q: 3 clusters Score -1.029296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83015 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10292941.000000 Penalty: 3682.093750
	Iteration 35Q: 3 clusters Score -1.029294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -10292948.000000 Penalty: 3682.093750
	Iteration 36Q: 3 clusters Score -1.029295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10292951.000000 Penalty: 3682.093750
	Iteration 37Q: 3 clusters Score -1.029295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10292951.000000 Penalty: 3682.093750
	Iteration 38F: 3 clusters Score -1.029295e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -102306.375000 Penalty: 1093.012939
	Iteration 0F: 2 clusters Score -102306.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -100983.515625 Penalty: 2186.025879
	Iteration 0F: 3 clusters Score -100983.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101204.984375 Penalty: 2186.025879
	Iteration 1F: 3 clusters Score -101205 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101277.625000 Penalty: 2186.025879
	Iteration 2F: 3 clusters Score -101277.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -101298.195312 Penalty: 2186.025879
	Iteration 3Q: 3 clusters Score -101298.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -101309.843750 Penalty: 2186.025879
	Iteration 4Q: 3 clusters Score -101309.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -101317.250000 Penalty: 2186.025879
	Iteration 5Q: 3 clusters Score -101317.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -101325.054688 Penalty: 2186.025879
	Iteration 6Q: 3 clusters Score -101325.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101329.039062 Penalty: 2186.025879
	Iteration 7Q: 3 clusters Score -101329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -101332.867188 Penalty: 2186.025879
	Iteration 8Q: 3 clusters Score -101332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101333.507812 Penalty: 2186.025879
	Iteration 9Q: 3 clusters Score -101333.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101333.507812 Penalty: 2186.025879
	Iteration 10F: 3 clusters Score -101333.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 26771 members 
Mstep: Class 3 contains 4944 members 
Mstep: Class 4 contains 40060 members 
Mstep: Class 5 contains 44904 members 
Mstep: Class 6 contains 74599 members 
Mstep: Class 7 contains 17390 members 
Mstep: Class 9 contains 71703 members 
Mstep: Class 10 contains 39628 members 
Mstep: Class 11 contains 62639 members 
Mstep: Class 12 contains 3888 members 
Mstep: Class 13 contains 55586 members 
Mstep: Class 14 contains 16752 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 76001 members 
Mstep: Class 19 contains 83243 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571456.000000 Penalty: 36850.429688
Iteration 359Q: 18 clusters Score -7.557146e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 26741 members 
Mstep: Class 3 contains 4939 members 
Mstep: Class 4 contains 40193 members 
Mstep: Class 5 contains 44954 members 
Mstep: Class 6 contains 74620 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 9 contains 71688 members 
Mstep: Class 10 contains 39666 members 
Mstep: Class 11 contains 62831 members 
Mstep: Class 12 contains 3894 members 
Mstep: Class 13 contains 55574 members 
Mstep: Class 14 contains 16607 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75979 members 
Mstep: Class 19 contains 82852 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571656.000000 Penalty: 36850.429688
Iteration 360F: 18 clusters Score -7.557166e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 26721 members 
Mstep: Class 3 contains 4923 members 
Mstep: Class 4 contains 40339 members 
Mstep: Class 5 contains 44975 members 
Mstep: Class 6 contains 74647 members 
Mstep: Class 7 contains 17762 members 
Mstep: Class 9 contains 71677 members 
Mstep: Class 10 contains 39696 members 
Mstep: Class 11 contains 63025 members 
Mstep: Class 12 contains 3900 members 
Mstep: Class 13 contains 55539 members 
Mstep: Class 14 contains 16470 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75953 members 
Mstep: Class 19 contains 82478 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571664.000000 Penalty: 36850.429688
Iteration 361Q: 18 clusters Score -7.557166e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 26702 members 
Mstep: Class 3 contains 4918 members 
Mstep: Class 4 contains 40471 members 
Mstep: Class 5 contains 45011 members 
Mstep: Class 6 contains 74680 members 
Mstep: Class 7 contains 17943 members 
Mstep: Class 9 contains 71637 members 
Mstep: Class 10 contains 39718 members 
Mstep: Class 11 contains 63254 members 
Mstep: Class 12 contains 3903 members 
Mstep: Class 13 contains 55503 members 
Mstep: Class 14 contains 16327 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75931 members 
Mstep: Class 19 contains 82108 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571664.000000 Penalty: 36850.429688
Iteration 362Q: 18 clusters Score -7.557166e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26676 members 
Mstep: Class 3 contains 4901 members 
Mstep: Class 4 contains 40599 members 
Mstep: Class 5 contains 45034 members 
Mstep: Class 6 contains 74690 members 
Mstep: Class 7 contains 18103 members 
Mstep: Class 9 contains 71593 members 
Mstep: Class 10 contains 39742 members 
Mstep: Class 11 contains 63441 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 55502 members 
Mstep: Class 14 contains 16190 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75915 members 
Mstep: Class 19 contains 81819 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571528.000000 Penalty: 36850.429688
Iteration 363Q: 18 clusters Score -7.557153e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26665 members 
Mstep: Class 3 contains 4895 members 
Mstep: Class 4 contains 40714 members 
Mstep: Class 5 contains 45056 members 
Mstep: Class 6 contains 74682 members 
Mstep: Class 7 contains 18270 members 
Mstep: Class 9 contains 71584 members 
Mstep: Class 10 contains 39766 members 
Mstep: Class 11 contains 63618 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 55465 members 
Mstep: Class 14 contains 16061 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75895 members 
Mstep: Class 19 contains 81534 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571600.000000 Penalty: 36850.429688
Iteration 364Q: 18 clusters Score -7.55716e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 26646 members 
Mstep: Class 3 contains 4895 members 
Mstep: Class 4 contains 40817 members 
Mstep: Class 5 contains 45084 members 
Mstep: Class 6 contains 74680 members 
Mstep: Class 7 contains 18424 members 
Mstep: Class 9 contains 71582 members 
Mstep: Class 10 contains 39784 members 
Mstep: Class 11 contains 63779 members 
Mstep: Class 12 contains 3904 members 
Mstep: Class 13 contains 55459 members 
Mstep: Class 14 contains 15943 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75866 members 
Mstep: Class 19 contains 81248 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571552.000000 Penalty: 36850.429688
Iteration 365Q: 18 clusters Score -7.557155e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 26630 members 
Mstep: Class 3 contains 4889 members 
Mstep: Class 4 contains 40905 members 
Mstep: Class 5 contains 45112 members 
Mstep: Class 6 contains 74689 members 
Mstep: Class 7 contains 18566 members 
Mstep: Class 9 contains 71566 members 
Mstep: Class 10 contains 39812 members 
Mstep: Class 11 contains 63933 members 
Mstep: Class 12 contains 3905 members 
Mstep: Class 13 contains 55412 members 
Mstep: Class 14 contains 15828 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75844 members 
Mstep: Class 19 contains 81019 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571592.000000 Penalty: 36850.429688
Iteration 366Q: 18 clusters Score -7.557159e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 26602 members 
Mstep: Class 3 contains 4883 members 
Mstep: Class 4 contains 40981 members 
Mstep: Class 5 contains 45144 members 
Mstep: Class 6 contains 74690 members 
Mstep: Class 7 contains 18695 members 
Mstep: Class 9 contains 71545 members 
Mstep: Class 10 contains 39844 members 
Mstep: Class 11 contains 64091 members 
Mstep: Class 12 contains 3908 members 
Mstep: Class 13 contains 55372 members 
Mstep: Class 14 contains 15701 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75823 members 
Mstep: Class 19 contains 80832 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571456.000000 Penalty: 36850.429688
Iteration 367Q: 18 clusters Score -7.557146e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 26590 members 
Mstep: Class 3 contains 4884 members 
Mstep: Class 4 contains 41067 members 
Mstep: Class 5 contains 45164 members 
Mstep: Class 6 contains 74667 members 
Mstep: Class 7 contains 18829 members 
Mstep: Class 9 contains 71530 members 
Mstep: Class 10 contains 39861 members 
Mstep: Class 11 contains 64270 members 
Mstep: Class 12 contains 3909 members 
Mstep: Class 13 contains 55350 members 
Mstep: Class 14 contains 15565 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75809 members 
Mstep: Class 19 contains 80616 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571368.000000 Penalty: 36850.429688
Iteration 368Q: 18 clusters Score -7.557137e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26576 members 
Mstep: Class 3 contains 4883 members 
Mstep: Class 4 contains 41158 members 
Mstep: Class 5 contains 45176 members 
Mstep: Class 6 contains 74646 members 
Mstep: Class 7 contains 18981 members 
Mstep: Class 9 contains 71512 members 
Mstep: Class 10 contains 39876 members 
Mstep: Class 11 contains 64420 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 55321 members 
Mstep: Class 14 contains 15430 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75796 members 
Mstep: Class 19 contains 80426 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571360.000000 Penalty: 36850.429688
Iteration 369Q: 18 clusters Score -7.557136e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26559 members 
Mstep: Class 3 contains 4880 members 
Mstep: Class 4 contains 41235 members 
Mstep: Class 5 contains 45197 members 
Mstep: Class 6 contains 74634 members 
Mstep: Class 7 contains 19135 members 
Mstep: Class 9 contains 71505 members 
Mstep: Class 10 contains 39887 members 
Mstep: Class 11 contains 64567 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 55312 members 
Mstep: Class 14 contains 15309 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75776 members 
Mstep: Class 19 contains 80205 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571424.000000 Penalty: 36850.429688
Iteration 370Q: 18 clusters Score -7.557142e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26550 members 
Mstep: Class 3 contains 4885 members 
Mstep: Class 4 contains 41310 members 
Mstep: Class 5 contains 45239 members 
Mstep: Class 6 contains 74603 members 
Mstep: Class 7 contains 19275 members 
Mstep: Class 9 contains 71485 members 
Mstep: Class 10 contains 39909 members 
Mstep: Class 11 contains 64723 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 55309 members 
Mstep: Class 14 contains 15167 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75758 members 
Mstep: Class 19 contains 79988 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571392.000000 Penalty: 36850.429688
Iteration 371Q: 18 clusters Score -7.557139e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 26546 members 
Mstep: Class 3 contains 4891 members 
Mstep: Class 4 contains 41368 members 
Mstep: Class 5 contains 45278 members 
Mstep: Class 6 contains 74578 members 
Mstep: Class 7 contains 19410 members 
Mstep: Class 9 contains 71485 members 
Mstep: Class 10 contains 39931 members 
Mstep: Class 11 contains 64868 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 55293 members 
Mstep: Class 14 contains 15020 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75738 members 
Mstep: Class 19 contains 79794 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571632.000000 Penalty: 36850.429688
Iteration 372Q: 18 clusters Score -7.557163e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26530 members 
Mstep: Class 3 contains 4896 members 
Mstep: Class 4 contains 41430 members 
Mstep: Class 5 contains 45320 members 
Mstep: Class 6 contains 74553 members 
Mstep: Class 7 contains 19539 members 
Mstep: Class 9 contains 71470 members 
Mstep: Class 10 contains 39938 members 
Mstep: Class 11 contains 64991 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 55302 members 
Mstep: Class 14 contains 14900 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75726 members 
Mstep: Class 19 contains 79606 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571752.000000 Penalty: 36850.429688
Iteration 373Q: 18 clusters Score -7.557175e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26524 members 
Mstep: Class 3 contains 4903 members 
Mstep: Class 4 contains 41486 members 
Mstep: Class 5 contains 45355 members 
Mstep: Class 6 contains 74529 members 
Mstep: Class 7 contains 19658 members 
Mstep: Class 9 contains 71479 members 
Mstep: Class 10 contains 39952 members 
Mstep: Class 11 contains 65093 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 55295 members 
Mstep: Class 14 contains 14784 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75704 members 
Mstep: Class 19 contains 79441 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571728.000000 Penalty: 36850.429688
Iteration 374Q: 18 clusters Score -7.557173e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26516 members 
Mstep: Class 3 contains 4907 members 
Mstep: Class 4 contains 41528 members 
Mstep: Class 5 contains 45384 members 
Mstep: Class 6 contains 74502 members 
Mstep: Class 7 contains 19793 members 
Mstep: Class 9 contains 71479 members 
Mstep: Class 10 contains 39969 members 
Mstep: Class 11 contains 65189 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 55278 members 
Mstep: Class 14 contains 14680 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75688 members 
Mstep: Class 19 contains 79291 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571760.000000 Penalty: 36850.429688
Iteration 375Q: 18 clusters Score -7.557176e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26494 members 
Mstep: Class 3 contains 4913 members 
Mstep: Class 4 contains 41572 members 
Mstep: Class 5 contains 45410 members 
Mstep: Class 6 contains 74467 members 
Mstep: Class 7 contains 19930 members 
Mstep: Class 9 contains 71466 members 
Mstep: Class 10 contains 39984 members 
Mstep: Class 11 contains 65281 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 55275 members 
Mstep: Class 14 contains 14584 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75674 members 
Mstep: Class 19 contains 79153 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571920.000000 Penalty: 36850.429688
Iteration 376Q: 18 clusters Score -7.557192e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26475 members 
Mstep: Class 3 contains 4918 members 
Mstep: Class 4 contains 41601 members 
Mstep: Class 5 contains 45430 members 
Mstep: Class 6 contains 74436 members 
Mstep: Class 7 contains 20080 members 
Mstep: Class 9 contains 71459 members 
Mstep: Class 10 contains 39990 members 
Mstep: Class 11 contains 65368 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 55256 members 
Mstep: Class 14 contains 14492 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75656 members 
Mstep: Class 19 contains 79040 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571952.000000 Penalty: 36850.429688
Iteration 377Q: 18 clusters Score -7.557195e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 26448 members 
Mstep: Class 3 contains 4926 members 
Mstep: Class 4 contains 41621 members 
Mstep: Class 5 contains 45448 members 
Mstep: Class 6 contains 74414 members 
Mstep: Class 7 contains 20224 members 
Mstep: Class 9 contains 71460 members 
Mstep: Class 10 contains 39999 members 
Mstep: Class 11 contains 65440 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 55245 members 
Mstep: Class 14 contains 14412 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75642 members 
Mstep: Class 19 contains 78920 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571992.000000 Penalty: 36850.429688
Iteration 378Q: 18 clusters Score -7.557199e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26419 members 
Mstep: Class 3 contains 4935 members 
Mstep: Class 4 contains 41647 members 
Mstep: Class 5 contains 45463 members 
Mstep: Class 6 contains 74376 members 
Mstep: Class 7 contains 20361 members 
Mstep: Class 9 contains 71462 members 
Mstep: Class 10 contains 40021 members 
Mstep: Class 11 contains 65520 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 55238 members 
Mstep: Class 14 contains 14313 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75641 members 
Mstep: Class 19 contains 78802 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572024.000000 Penalty: 36850.429688
Iteration 379Q: 18 clusters Score -7.557202e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 26404 members 
Mstep: Class 3 contains 4944 members 
Mstep: Class 4 contains 41669 members 
Mstep: Class 5 contains 45469 members 
Mstep: Class 6 contains 74335 members 
Mstep: Class 7 contains 20528 members 
Mstep: Class 9 contains 71454 members 
Mstep: Class 10 contains 40029 members 
Mstep: Class 11 contains 65590 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 55246 members 
Mstep: Class 14 contains 14220 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75633 members 
Mstep: Class 19 contains 78678 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571960.000000 Penalty: 36850.429688
Iteration 380F: 18 clusters Score -7.557196e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26389 members 
Mstep: Class 3 contains 4955 members 
Mstep: Class 4 contains 41695 members 
Mstep: Class 5 contains 45479 members 
Mstep: Class 6 contains 74302 members 
Mstep: Class 7 contains 20686 members 
Mstep: Class 9 contains 71433 members 
Mstep: Class 10 contains 40048 members 
Mstep: Class 11 contains 65662 members 
Mstep: Class 12 contains 3910 members 
Mstep: Class 13 contains 55267 members 
Mstep: Class 14 contains 14118 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75628 members 
Mstep: Class 19 contains 78537 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572000.000000 Penalty: 36850.429688
Iteration 381Q: 18 clusters Score -7.5572e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26366 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 41714 members 
Mstep: Class 5 contains 45488 members 
Mstep: Class 6 contains 74296 members 
Mstep: Class 7 contains 20838 members 
Mstep: Class 9 contains 71408 members 
Mstep: Class 10 contains 40068 members 
Mstep: Class 11 contains 65730 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 55277 members 
Mstep: Class 14 contains 14034 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75625 members 
Mstep: Class 19 contains 78395 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571920.000000 Penalty: 36850.429688
Iteration 382Q: 18 clusters Score -7.557192e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26353 members 
Mstep: Class 3 contains 4963 members 
Mstep: Class 4 contains 41719 members 
Mstep: Class 5 contains 45488 members 
Mstep: Class 6 contains 74310 members 
Mstep: Class 7 contains 20988 members 
Mstep: Class 9 contains 71387 members 
Mstep: Class 10 contains 40082 members 
Mstep: Class 11 contains 65794 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 55300 members 
Mstep: Class 14 contains 13939 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75616 members 
Mstep: Class 19 contains 78259 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571912.000000 Penalty: 36850.429688
Iteration 383Q: 18 clusters Score -7.557191e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 26328 members 
Mstep: Class 3 contains 4961 members 
Mstep: Class 4 contains 41726 members 
Mstep: Class 5 contains 45485 members 
Mstep: Class 6 contains 74326 members 
Mstep: Class 7 contains 21162 members 
Mstep: Class 9 contains 71369 members 
Mstep: Class 10 contains 40098 members 
Mstep: Class 11 contains 65860 members 
Mstep: Class 12 contains 3911 members 
Mstep: Class 13 contains 55319 members 
Mstep: Class 14 contains 13850 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75602 members 
Mstep: Class 19 contains 78113 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571840.000000 Penalty: 36850.429688
Iteration 384Q: 18 clusters Score -7.557184e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26307 members 
Mstep: Class 3 contains 4960 members 
Mstep: Class 4 contains 41731 members 
Mstep: Class 5 contains 45478 members 
Mstep: Class 6 contains 74338 members 
Mstep: Class 7 contains 21349 members 
Mstep: Class 9 contains 71360 members 
Mstep: Class 10 contains 40116 members 
Mstep: Class 11 contains 65921 members 
Mstep: Class 12 contains 3910 members 
Mstep: Class 13 contains 55314 members 
Mstep: Class 14 contains 13755 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75597 members 
Mstep: Class 19 contains 77976 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571848.000000 Penalty: 36850.429688
Iteration 385Q: 18 clusters Score -7.557185e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26279 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 41750 members 
Mstep: Class 5 contains 45469 members 
Mstep: Class 6 contains 74340 members 
Mstep: Class 7 contains 21548 members 
Mstep: Class 9 contains 71354 members 
Mstep: Class 10 contains 40129 members 
Mstep: Class 11 contains 65953 members 
Mstep: Class 12 contains 3910 members 
Mstep: Class 13 contains 55333 members 
Mstep: Class 14 contains 13649 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75575 members 
Mstep: Class 19 contains 77866 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571864.000000 Penalty: 36850.429688
Iteration 386Q: 18 clusters Score -7.557186e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26252 members 
Mstep: Class 3 contains 4963 members 
Mstep: Class 4 contains 41766 members 
Mstep: Class 5 contains 45469 members 
Mstep: Class 6 contains 74331 members 
Mstep: Class 7 contains 21784 members 
Mstep: Class 9 contains 71341 members 
Mstep: Class 10 contains 40140 members 
Mstep: Class 11 contains 65997 members 
Mstep: Class 12 contains 3910 members 
Mstep: Class 13 contains 55355 members 
Mstep: Class 14 contains 13544 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75554 members 
Mstep: Class 19 contains 77708 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572104.000000 Penalty: 36850.429688
Iteration 387Q: 18 clusters Score -7.55721e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26231 members 
Mstep: Class 3 contains 4964 members 
Mstep: Class 4 contains 41784 members 
Mstep: Class 5 contains 45470 members 
Mstep: Class 6 contains 74331 members 
Mstep: Class 7 contains 22023 members 
Mstep: Class 9 contains 71356 members 
Mstep: Class 10 contains 40146 members 
Mstep: Class 11 contains 66017 members 
Mstep: Class 12 contains 3910 members 
Mstep: Class 13 contains 55389 members 
Mstep: Class 14 contains 13418 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75529 members 
Mstep: Class 19 contains 77546 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572192.000000 Penalty: 36850.429688
Iteration 388Q: 18 clusters Score -7.557219e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26199 members 
Mstep: Class 3 contains 4973 members 
Mstep: Class 4 contains 41788 members 
Mstep: Class 5 contains 45467 members 
Mstep: Class 6 contains 74335 members 
Mstep: Class 7 contains 22315 members 
Mstep: Class 9 contains 71345 members 
Mstep: Class 10 contains 40141 members 
Mstep: Class 11 contains 66022 members 
Mstep: Class 12 contains 3909 members 
Mstep: Class 13 contains 55446 members 
Mstep: Class 14 contains 13299 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75504 members 
Mstep: Class 19 contains 77371 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572064.000000 Penalty: 36850.429688
Iteration 389Q: 18 clusters Score -7.557206e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26180 members 
Mstep: Class 3 contains 4974 members 
Mstep: Class 4 contains 41796 members 
Mstep: Class 5 contains 45465 members 
Mstep: Class 6 contains 74334 members 
Mstep: Class 7 contains 22609 members 
Mstep: Class 9 contains 71337 members 
Mstep: Class 10 contains 40137 members 
Mstep: Class 11 contains 66021 members 
Mstep: Class 12 contains 3907 members 
Mstep: Class 13 contains 55514 members 
Mstep: Class 14 contains 13162 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75476 members 
Mstep: Class 19 contains 77201 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572120.000000 Penalty: 36850.429688
Iteration 390Q: 18 clusters Score -7.557212e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26154 members 
Mstep: Class 3 contains 4978 members 
Mstep: Class 4 contains 41797 members 
Mstep: Class 5 contains 45448 members 
Mstep: Class 6 contains 74325 members 
Mstep: Class 7 contains 22917 members 
Mstep: Class 9 contains 71336 members 
Mstep: Class 10 contains 40124 members 
Mstep: Class 11 contains 66022 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 55583 members 
Mstep: Class 14 contains 13036 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75460 members 
Mstep: Class 19 contains 77027 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572144.000000 Penalty: 36850.429688
Iteration 391Q: 18 clusters Score -7.557214e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26138 members 
Mstep: Class 3 contains 4986 members 
Mstep: Class 4 contains 41793 members 
Mstep: Class 5 contains 45428 members 
Mstep: Class 6 contains 74336 members 
Mstep: Class 7 contains 23237 members 
Mstep: Class 9 contains 71329 members 
Mstep: Class 10 contains 40124 members 
Mstep: Class 11 contains 66024 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 55612 members 
Mstep: Class 14 contains 12917 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75432 members 
Mstep: Class 19 contains 76850 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572184.000000 Penalty: 36850.429688
Iteration 392Q: 18 clusters Score -7.557218e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26117 members 
Mstep: Class 3 contains 4987 members 
Mstep: Class 4 contains 41807 members 
Mstep: Class 5 contains 45414 members 
Mstep: Class 6 contains 74369 members 
Mstep: Class 7 contains 23565 members 
Mstep: Class 9 contains 71327 members 
Mstep: Class 10 contains 40125 members 
Mstep: Class 11 contains 66013 members 
Mstep: Class 12 contains 3905 members 
Mstep: Class 13 contains 55622 members 
Mstep: Class 14 contains 12786 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75409 members 
Mstep: Class 19 contains 76666 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572200.000000 Penalty: 36850.429688
Iteration 393Q: 18 clusters Score -7.55722e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26098 members 
Mstep: Class 3 contains 4992 members 
Mstep: Class 4 contains 41825 members 
Mstep: Class 5 contains 45395 members 
Mstep: Class 6 contains 74404 members 
Mstep: Class 7 contains 23940 members 
Mstep: Class 9 contains 71324 members 
Mstep: Class 10 contains 40107 members 
Mstep: Class 11 contains 65987 members 
Mstep: Class 12 contains 3903 members 
Mstep: Class 13 contains 55636 members 
Mstep: Class 14 contains 12646 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75382 members 
Mstep: Class 19 contains 76472 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572240.000000 Penalty: 36850.429688
Iteration 394Q: 18 clusters Score -7.557224e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 26075 members 
Mstep: Class 3 contains 4990 members 
Mstep: Class 4 contains 41830 members 
Mstep: Class 5 contains 45363 members 
Mstep: Class 6 contains 74458 members 
Mstep: Class 7 contains 24331 members 
Mstep: Class 9 contains 71300 members 
Mstep: Class 10 contains 40099 members 
Mstep: Class 11 contains 65963 members 
Mstep: Class 12 contains 3903 members 
Mstep: Class 13 contains 55647 members 
Mstep: Class 14 contains 12520 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75365 members 
Mstep: Class 19 contains 76265 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572168.000000 Penalty: 36850.429688
Iteration 395Q: 18 clusters Score -7.557217e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 26040 members 
Mstep: Class 3 contains 4984 members 
Mstep: Class 4 contains 41852 members 
Mstep: Class 5 contains 45328 members 
Mstep: Class 6 contains 74512 members 
Mstep: Class 7 contains 24746 members 
Mstep: Class 9 contains 71278 members 
Mstep: Class 10 contains 40086 members 
Mstep: Class 11 contains 65928 members 
Mstep: Class 12 contains 3902 members 
Mstep: Class 13 contains 55672 members 
Mstep: Class 14 contains 12381 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75358 members 
Mstep: Class 19 contains 76039 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572048.000000 Penalty: 36850.429688
Iteration 396Q: 18 clusters Score -7.557205e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 26010 members 
Mstep: Class 3 contains 4986 members 
Mstep: Class 4 contains 41866 members 
Mstep: Class 5 contains 45294 members 
Mstep: Class 6 contains 74540 members 
Mstep: Class 7 contains 25207 members 
Mstep: Class 9 contains 71254 members 
Mstep: Class 10 contains 40072 members 
Mstep: Class 11 contains 65898 members 
Mstep: Class 12 contains 3900 members 
Mstep: Class 13 contains 55698 members 
Mstep: Class 14 contains 12218 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75341 members 
Mstep: Class 19 contains 75822 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572136.000000 Penalty: 36850.429688
Iteration 397Q: 18 clusters Score -7.557214e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 25972 members 
Mstep: Class 3 contains 4997 members 
Mstep: Class 4 contains 41860 members 
Mstep: Class 5 contains 45276 members 
Mstep: Class 6 contains 74557 members 
Mstep: Class 7 contains 25728 members 
Mstep: Class 9 contains 71234 members 
Mstep: Class 10 contains 40067 members 
Mstep: Class 11 contains 65886 members 
Mstep: Class 12 contains 3899 members 
Mstep: Class 13 contains 55674 members 
Mstep: Class 14 contains 12071 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75299 members 
Mstep: Class 19 contains 75587 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572152.000000 Penalty: 36850.429688
Iteration 398Q: 18 clusters Score -7.557215e+07 nChanged 1488
Entering ConstructFrom: 
Score: -75572152.000000 Penalty: 36850.429688
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: -249587.796875 Penalty: 1233.759521
	Iteration 0F: 2 clusters Score -249587.8 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: -247479.968750 Penalty: 2467.519043
	Iteration 0F: 3 clusters Score -247480 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -247948.218750 Penalty: 2467.519043
	Iteration 1F: 3 clusters Score -247948.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -248047.562500 Penalty: 2467.519043
	Iteration 2F: 3 clusters Score -248047.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -248098.187500 Penalty: 2467.519043
	Iteration 3Q: 3 clusters Score -248098.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -248135.187500 Penalty: 2467.519043
	Iteration 4Q: 3 clusters Score -248135.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -248162.750000 Penalty: 2467.519043
	Iteration 5Q: 3 clusters Score -248162.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -248180.609375 Penalty: 2467.519043
	Iteration 6Q: 3 clusters Score -248180.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -248197.437500 Penalty: 2467.519043
	Iteration 7Q: 3 clusters Score -248197.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -248208.734375 Penalty: 2467.519043
	Iteration 8Q: 3 clusters Score -248208.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -248215.640625 Penalty: 2467.519043
	Iteration 9Q: 3 clusters Score -248215.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -248220.609375 Penalty: 2467.519043
	Iteration 10Q: 3 clusters Score -248220.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -248226.218750 Penalty: 2467.519043
	Iteration 11Q: 3 clusters Score -248226.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -248233.218750 Penalty: 2467.519043
	Iteration 12Q: 3 clusters Score -248233.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -248240.031250 Penalty: 2467.519043
	Iteration 13Q: 3 clusters Score -248240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -248244.218750 Penalty: 2467.519043
	Iteration 14Q: 3 clusters Score -248244.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -248246.406250 Penalty: 2467.519043
	Iteration 15Q: 3 clusters Score -248246.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -248247.406250 Penalty: 2467.519043
	Iteration 16Q: 3 clusters Score -248247.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -248250.390625 Penalty: 2467.519043
	Iteration 17Q: 3 clusters Score -248250.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -248253.187500 Penalty: 2467.519043
	Iteration 18Q: 3 clusters Score -248253.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -248258.171875 Penalty: 2467.519043
	Iteration 19Q: 3 clusters Score -248258.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -248262.328125 Penalty: 2467.519043
	Iteration 20F: 3 clusters Score -248262.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -248265.656250 Penalty: 2467.519043
	Iteration 21Q: 3 clusters Score -248265.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -248270.265625 Penalty: 2467.519043
	Iteration 22Q: 3 clusters Score -248270.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -248272.781250 Penalty: 2467.519043
	Iteration 23Q: 3 clusters Score -248272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -248272.875000 Penalty: 2467.519043
	Iteration 24Q: 3 clusters Score -248272.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -248272.875000 Penalty: 2467.519043
	Iteration 25F: 3 clusters Score -248272.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Entering Unmasked Estep 
Score: -3123050.500000 Penalty: 1651.613037
	Iteration 0F: 2 clusters Score -3123050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3105554.750000 Penalty: 3303.226074
	Iteration 0F: 3 clusters Score -3105555 nChanged 11871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3112054.250000 Penalty: 3303.226074
	Iteration 1F: 3 clusters Score -3112054 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3112456.250000 Penalty: 3303.226074
	Iteration 2Q: 3 clusters Score -3112456 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3112969.750000 Penalty: 3303.226074
	Iteration 3Q: 3 clusters Score -3112970 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -3113743.500000 Penalty: 3303.226074
	Iteration 4F: 3 clusters Score -3113744 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -3114898.250000 Penalty: 3303.226074
	Iteration 5F: 3 clusters Score -3114898 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -3116530.250000 Penalty: 3303.226074
	Iteration 6F: 3 clusters Score -3116530 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3118423.500000 Penalty: 3303.226074
	Iteration 7F: 3 clusters Score -3118424 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -3120020.750000 Penalty: 3303.226074
	Iteration 8F: 3 clusters Score -3120021 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -3120912.500000 Penalty: 3303.226074
	Iteration 9Q: 3 clusters Score -3120912 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3121306.500000 Penalty: 3303.226074
	Iteration 10Q: 3 clusters Score -3121306 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -3121442.500000 Penalty: 3303.226074
	Iteration 11Q: 3 clusters Score -3121442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3121504.750000 Penalty: 3303.226074
	Iteration 12Q: 3 clusters Score -3121505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -3121544.500000 Penalty: 3303.226074
	Iteration 13Q: 3 clusters Score -3121544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3121564.000000 Penalty: 3303.226074
	Iteration 14Q: 3 clusters Score -3121564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -3121576.000000 Penalty: 3303.226074
	Iteration 15Q: 3 clusters Score -3121576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3121599.000000 Penalty: 3303.226074
	Iteration 16Q: 3 clusters Score -3121599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3121601.250000 Penalty: 3303.226074
	Iteration 17Q: 3 clusters Score -3121601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -3121607.250000 Penalty: 3303.226074
	Iteration 18Q: 3 clusters Score -3121607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -3121607.250000 Penalty: 3303.226074
	Iteration 19F: 3 clusters Score -3121607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Entering Unmasked Estep 
Score: -617406.125000 Penalty: 1384.173828
	Iteration 0F: 2 clusters Score -617406.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -613446.687500 Penalty: 2768.347656
	Iteration 0F: 3 clusters Score -613446.7 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -614557.375000 Penalty: 2768.347656
	Iteration 1F: 3 clusters Score -614557.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -614712.687500 Penalty: 2768.347656
	Iteration 2F: 3 clusters Score -614712.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -614815.250000 Penalty: 2768.347656
	Iteration 3Q: 3 clusters Score -614815.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -614889.562500 Penalty: 2768.347656
	Iteration 4Q: 3 clusters Score -614889.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -614951.500000 Penalty: 2768.347656
	Iteration 5Q: 3 clusters Score -614951.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -614999.375000 Penalty: 2768.347656
	Iteration 6Q: 3 clusters Score -614999.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -615028.125000 Penalty: 2768.347656
	Iteration 7Q: 3 clusters Score -615028.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -615056.812500 Penalty: 2768.347656
	Iteration 8Q: 3 clusters Score -615056.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -615091.875000 Penalty: 2768.347656
	Iteration 9Q: 3 clusters Score -615091.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -615130.437500 Penalty: 2768.347656
	Iteration 10Q: 3 clusters Score -615130.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -615159.250000 Penalty: 2768.347656
	Iteration 11Q: 3 clusters Score -615159.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -615188.125000 Penalty: 2768.347656
	Iteration 12Q: 3 clusters Score -615188.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -615219.812500 Penalty: 2768.347656
	Iteration 13Q: 3 clusters Score -615219.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -615241.812500 Penalty: 2768.347656
	Iteration 14Q: 3 clusters Score -615241.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -615268.000000 Penalty: 2768.347656
	Iteration 15Q: 3 clusters Score -615268 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -615300.750000 Penalty: 2768.347656
	Iteration 16Q: 3 clusters Score -615300.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -615337.875000 Penalty: 2768.347656
	Iteration 17Q: 3 clusters Score -615337.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -615392.187500 Penalty: 2768.347656
	Iteration 18Q: 3 clusters Score -615392.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -615448.250000 Penalty: 2768.347656
	Iteration 19Q: 3 clusters Score -615448.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -615500.500000 Penalty: 2768.347656
	Iteration 20F: 3 clusters Score -615500.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -615559.000000 Penalty: 2768.347656
	Iteration 21Q: 3 clusters Score -615559 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -615625.375000 Penalty: 2768.347656
	Iteration 22Q: 3 clusters Score -615625.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -615689.812500 Penalty: 2768.347656
	Iteration 23Q: 3 clusters Score -615689.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -615760.875000 Penalty: 2768.347656
	Iteration 24Q: 3 clusters Score -615760.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -615826.937500 Penalty: 2768.347656
	Iteration 25Q: 3 clusters Score -615826.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -615876.437500 Penalty: 2768.347656
	Iteration 26Q: 3 clusters Score -615876.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -615923.062500 Penalty: 2768.347656
	Iteration 27Q: 3 clusters Score -615923.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -615966.687500 Penalty: 2768.347656
	Iteration 28Q: 3 clusters Score -615966.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -616008.562500 Penalty: 2768.347656
	Iteration 29Q: 3 clusters Score -616008.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -616037.250000 Penalty: 2768.347656
	Iteration 30Q: 3 clusters Score -616037.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -616066.000000 Penalty: 2768.347656
	Iteration 31Q: 3 clusters Score -616066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -616090.062500 Penalty: 2768.347656
	Iteration 32Q: 3 clusters Score -616090.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -616110.812500 Penalty: 2768.347656
	Iteration 33Q: 3 clusters Score -616110.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -616136.250000 Penalty: 2768.347656
	Iteration 34Q: 3 clusters Score -616136.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -616156.750000 Penalty: 2768.347656
	Iteration 35Q: 3 clusters Score -616156.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -616176.937500 Penalty: 2768.347656
	Iteration 36Q: 3 clusters Score -616176.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -616187.437500 Penalty: 2768.347656
	Iteration 37Q: 3 clusters Score -616187.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -616192.062500 Penalty: 2768.347656
	Iteration 38Q: 3 clusters Score -616192.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -616197.125000 Penalty: 2768.347656
	Iteration 39Q: 3 clusters Score -616197.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -616199.062500 Penalty: 2768.347656
	Iteration 40F: 3 clusters Score -616199.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -616201.437500 Penalty: 2768.347656
	Iteration 41Q: 3 clusters Score -616201.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -616203.625000 Penalty: 2768.347656
	Iteration 42Q: 3 clusters Score -616203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -616204.687500 Penalty: 2768.347656
	Iteration 43Q: 3 clusters Score -616204.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -616205.687500 Penalty: 2768.347656
	Iteration 44Q: 3 clusters Score -616205.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -616206.625000 Penalty: 2768.347656
	Iteration 45Q: 3 clusters Score -616206.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -616209.687500 Penalty: 2768.347656
	Iteration 46Q: 3 clusters Score -616209.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -616209.375000 Penalty: 2768.347656
	Iteration 47Q: 3 clusters Score -616209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -616210.187500 Penalty: 2768.347656
	Iteration 48Q: 3 clusters Score -616210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -616210.562500 Penalty: 2768.347656
	Iteration 49Q: 3 clusters Score -616210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -616211.875000 Penalty: 2768.347656
	Iteration 50Q: 3 clusters Score -616211.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -616211.187500 Penalty: 2768.347656
	Iteration 51Q: 3 clusters Score -616211.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -616211.187500 Penalty: 2768.347656
	Iteration 52F: 3 clusters Score -616211.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Entering Unmasked Estep 
Score: -5204547.500000 Penalty: 1729.253540
	Iteration 0F: 2 clusters Score -5204548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -5176464.500000 Penalty: 3458.507080
	Iteration 0F: 3 clusters Score -5176464 nChanged 19555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -5187312.000000 Penalty: 3458.507080
	Iteration 1F: 3 clusters Score -5187312 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -5187974.000000 Penalty: 3458.507080
	Iteration 2Q: 3 clusters Score -5187974 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -5189013.000000 Penalty: 3458.507080
	Iteration 3F: 3 clusters Score -5189013 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -5190837.000000 Penalty: 3458.507080
	Iteration 4F: 3 clusters Score -5190837 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -5193793.000000 Penalty: 3458.507080
	Iteration 5F: 3 clusters Score -5193793 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -5197538.000000 Penalty: 3458.507080
	Iteration 6F: 3 clusters Score -5197538 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -5200570.000000 Penalty: 3458.507080
	Iteration 7F: 3 clusters Score -5200570 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5202122.500000 Penalty: 3458.507080
	Iteration 8Q: 3 clusters Score -5202122 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5202799.000000 Penalty: 3458.507080
	Iteration 9Q: 3 clusters Score -5202799 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5203059.500000 Penalty: 3458.507080
	Iteration 10Q: 3 clusters Score -5203060 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5203218.500000 Penalty: 3458.507080
	Iteration 11Q: 3 clusters Score -5203218 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5203313.500000 Penalty: 3458.507080
	Iteration 12Q: 3 clusters Score -5203314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5203347.000000 Penalty: 3458.507080
	Iteration 13Q: 3 clusters Score -5203347 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5203373.000000 Penalty: 3458.507080
	Iteration 14Q: 3 clusters Score -5203373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5203394.500000 Penalty: 3458.507080
	Iteration 15Q: 3 clusters Score -5203394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5203404.000000 Penalty: 3458.507080
	Iteration 16Q: 3 clusters Score -5203404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5203407.500000 Penalty: 3458.507080
	Iteration 17Q: 3 clusters Score -5203408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5203415.000000 Penalty: 3458.507080
	Iteration 18Q: 3 clusters Score -5203415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5203414.500000 Penalty: 3458.507080
	Iteration 19Q: 3 clusters Score -5203414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5203423.500000 Penalty: 3458.507080
	Iteration 20F: 3 clusters Score -5203424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5203429.000000 Penalty: 3458.507080
	Iteration 21Q: 3 clusters Score -5203429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5203431.000000 Penalty: 3458.507080
	Iteration 22Q: 3 clusters Score -5203431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5203439.000000 Penalty: 3458.507080
	Iteration 23Q: 3 clusters Score -5203439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5203443.000000 Penalty: 3458.507080
	Iteration 24Q: 3 clusters Score -5203443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5203444.000000 Penalty: 3458.507080
	Iteration 25Q: 3 clusters Score -5203444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5203444.500000 Penalty: 3458.507080
	Iteration 26Q: 3 clusters Score -5203444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5203445.500000 Penalty: 3458.507080
	Iteration 27Q: 3 clusters Score -5203446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5203451.500000 Penalty: 3458.507080
	Iteration 28Q: 3 clusters Score -5203452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5203451.500000 Penalty: 3458.507080
	Iteration 29Q: 3 clusters Score -5203452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5203455.500000 Penalty: 3458.507080
	Iteration 30Q: 3 clusters Score -5203456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5203457.500000 Penalty: 3458.507080
	Iteration 31Q: 3 clusters Score -5203458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5203457.500000 Penalty: 3458.507080
	Iteration 32F: 3 clusters Score -5203458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Entering Unmasked Estep 
Score: -5626959.500000 Penalty: 1742.046997
	Iteration 0F: 2 clusters Score -5626960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -5596747.500000 Penalty: 3484.093994
	Iteration 0F: 3 clusters Score -5596748 nChanged 21079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -5608608.000000 Penalty: 3484.093994
	Iteration 1F: 3 clusters Score -5608608 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -5609054.000000 Penalty: 3484.093994
	Iteration 2Q: 3 clusters Score -5609054 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -5609623.000000 Penalty: 3484.093994
	Iteration 3Q: 3 clusters Score -5609623 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -5610326.000000 Penalty: 3484.093994
	Iteration 4Q: 3 clusters Score -5610326 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -5611257.000000 Penalty: 3484.093994
	Iteration 5Q: 3 clusters Score -5611257 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -5612551.000000 Penalty: 3484.093994
	Iteration 6F: 3 clusters Score -5612551 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -5614342.500000 Penalty: 3484.093994
	Iteration 7F: 3 clusters Score -5614342 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -5616595.000000 Penalty: 3484.093994
	Iteration 8F: 3 clusters Score -5616595 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -5618888.500000 Penalty: 3484.093994
	Iteration 9F: 3 clusters Score -5618888 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -5620669.500000 Penalty: 3484.093994
	Iteration 10Q: 3 clusters Score -5620670 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -5621873.500000 Penalty: 3484.093994
	Iteration 11Q: 3 clusters Score -5621874 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -5622625.000000 Penalty: 3484.093994
	Iteration 12Q: 3 clusters Score -5622625 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -5623118.000000 Penalty: 3484.093994
	Iteration 13Q: 3 clusters Score -5623118 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -5623478.500000 Penalty: 3484.093994
	Iteration 14Q: 3 clusters Score -5623478 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -5623812.500000 Penalty: 3484.093994
	Iteration 15Q: 3 clusters Score -5623812 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -5624089.500000 Penalty: 3484.093994
	Iteration 16Q: 3 clusters Score -5624090 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -5624311.000000 Penalty: 3484.093994
	Iteration 17Q: 3 clusters Score -5624311 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -5624541.000000 Penalty: 3484.093994
	Iteration 18Q: 3 clusters Score -5624541 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -5624730.500000 Penalty: 3484.093994
	Iteration 19Q: 3 clusters Score -5624730 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -5624844.000000 Penalty: 3484.093994
	Iteration 20F: 3 clusters Score -5624844 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -5624943.000000 Penalty: 3484.093994
	Iteration 21Q: 3 clusters Score -5624943 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -5625056.500000 Penalty: 3484.093994
	Iteration 22Q: 3 clusters Score -5625056 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -5625131.000000 Penalty: 3484.093994
	Iteration 23Q: 3 clusters Score -5625131 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -5625189.500000 Penalty: 3484.093994
	Iteration 24Q: 3 clusters Score -5625190 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -5625236.000000 Penalty: 3484.093994
	Iteration 25Q: 3 clusters Score -5625236 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -5625298.500000 Penalty: 3484.093994
	Iteration 26Q: 3 clusters Score -5625298 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -5625329.500000 Penalty: 3484.093994
	Iteration 27Q: 3 clusters Score -5625330 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -5625375.000000 Penalty: 3484.093994
	Iteration 28Q: 3 clusters Score -5625375 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -5625404.500000 Penalty: 3484.093994
	Iteration 29Q: 3 clusters Score -5625404 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -5625433.500000 Penalty: 3484.093994
	Iteration 30Q: 3 clusters Score -5625434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -5625464.000000 Penalty: 3484.093994
	Iteration 31Q: 3 clusters Score -5625464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -5625480.000000 Penalty: 3484.093994
	Iteration 32Q: 3 clusters Score -5625480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -5625486.000000 Penalty: 3484.093994
	Iteration 33Q: 3 clusters Score -5625486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -5625495.500000 Penalty: 3484.093994
	Iteration 34Q: 3 clusters Score -5625496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -5625501.000000 Penalty: 3484.093994
	Iteration 35Q: 3 clusters Score -5625501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -5625509.000000 Penalty: 3484.093994
	Iteration 36Q: 3 clusters Score -5625509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -5625511.500000 Penalty: 3484.093994
	Iteration 37Q: 3 clusters Score -5625512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -5625523.000000 Penalty: 3484.093994
	Iteration 38Q: 3 clusters Score -5625523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -5625526.000000 Penalty: 3484.093994
	Iteration 39Q: 3 clusters Score -5625526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -5625533.000000 Penalty: 3484.093994
	Iteration 40F: 3 clusters Score -5625533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -5625532.000000 Penalty: 3484.093994
	Iteration 41Q: 3 clusters Score -5625532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -5625542.500000 Penalty: 3484.093994
	Iteration 42Q: 3 clusters Score -5625542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -5625546.500000 Penalty: 3484.093994
	Iteration 43Q: 3 clusters Score -5625546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -5625547.500000 Penalty: 3484.093994
	Iteration 44Q: 3 clusters Score -5625548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -5625557.000000 Penalty: 3484.093994
	Iteration 45Q: 3 clusters Score -5625557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -5625555.500000 Penalty: 3484.093994
	Iteration 46Q: 3 clusters Score -5625556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -5625553.500000 Penalty: 3484.093994
	Iteration 47Q: 3 clusters Score -5625554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -5625553.500000 Penalty: 3484.093994
	Iteration 48F: 3 clusters Score -5625554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (74592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Entering Unmasked Estep 
Score: -9230480.000000 Penalty: 1823.215698
	Iteration 0F: 2 clusters Score -9230480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -9181837.000000 Penalty: 3646.431396
	Iteration 0F: 3 clusters Score -9181837 nChanged 35408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -9202115.000000 Penalty: 3646.431396
	Iteration 1F: 3 clusters Score -9202115 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -9202651.000000 Penalty: 3646.431396
	Iteration 2Q: 3 clusters Score -9202651 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -9203156.000000 Penalty: 3646.431396
	Iteration 3Q: 3 clusters Score -9203156 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -9203667.000000 Penalty: 3646.431396
	Iteration 4Q: 3 clusters Score -9203667 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -9204170.000000 Penalty: 3646.431396
	Iteration 5Q: 3 clusters Score -9204170 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -9204844.000000 Penalty: 3646.431396
	Iteration 6Q: 3 clusters Score -9204844 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -9205801.000000 Penalty: 3646.431396
	Iteration 7Q: 3 clusters Score -9205801 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -9207179.000000 Penalty: 3646.431396
	Iteration 8Q: 3 clusters Score -9207179 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -9209217.000000 Penalty: 3646.431396
	Iteration 9F: 3 clusters Score -9209217 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -9212227.000000 Penalty: 3646.431396
	Iteration 10F: 3 clusters Score -9212227 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -9216281.000000 Penalty: 3646.431396
	Iteration 11F: 3 clusters Score -9216281 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -9221228.000000 Penalty: 3646.431396
	Iteration 12F: 3 clusters Score -9221228 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -9225051.000000 Penalty: 3646.431396
	Iteration 13F: 3 clusters Score -9225051 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -9226617.000000 Penalty: 3646.431396
	Iteration 14Q: 3 clusters Score -9226617 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -9227394.000000 Penalty: 3646.431396
	Iteration 15Q: 3 clusters Score -9227394 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -9227957.000000 Penalty: 3646.431396
	Iteration 16Q: 3 clusters Score -9227957 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -9228252.000000 Penalty: 3646.431396
	Iteration 17Q: 3 clusters Score -9228252 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -9228458.000000 Penalty: 3646.431396
	Iteration 18Q: 3 clusters Score -9228458 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -9228516.000000 Penalty: 3646.431396
	Iteration 19Q: 3 clusters Score -9228516 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -9228621.000000 Penalty: 3646.431396
	Iteration 20F: 3 clusters Score -9228621 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -9228651.000000 Penalty: 3646.431396
	Iteration 21Q: 3 clusters Score -9228651 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -9228702.000000 Penalty: 3646.431396
	Iteration 22Q: 3 clusters Score -9228702 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -9228698.000000 Penalty: 3646.431396
	Iteration 23Q: 3 clusters Score -9228698 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -9228727.000000 Penalty: 3646.431396
	Iteration 24Q: 3 clusters Score -9228727 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
Score: -9228716.000000 Penalty: 3646.431396
	Iteration 25Q: 3 clusters Score -9228716 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -9228733.000000 Penalty: 3646.431396
	Iteration 26Q: 3 clusters Score -9228733 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -9228742.000000 Penalty: 3646.431396
	Iteration 27Q: 3 clusters Score -9228742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -9228751.000000 Penalty: 3646.431396
	Iteration 28Q: 3 clusters Score -9228751 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -9228753.000000 Penalty: 3646.431396
	Iteration 29Q: 3 clusters Score -9228753 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -9228735.000000 Penalty: 3646.431396
	Iteration 30Q: 3 clusters Score -9228735 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -9228756.000000 Penalty: 3646.431396
	Iteration 31Q: 3 clusters Score -9228756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -9228769.000000 Penalty: 3646.431396
	Iteration 32Q: 3 clusters Score -9228769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -9228770.000000 Penalty: 3646.431396
	Iteration 33Q: 3 clusters Score -9228770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -9228770.000000 Penalty: 3646.431396
	Iteration 34Q: 3 clusters Score -9228770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -9228774.000000 Penalty: 3646.431396
	Iteration 35Q: 3 clusters Score -9228774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -9228785.000000 Penalty: 3646.431396
	Iteration 36Q: 3 clusters Score -9228785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 53680 members 
Entering Unmasked Estep 
Score: -9228778.000000 Penalty: 3646.431396
	Iteration 37Q: 3 clusters Score -9228778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -9228778.000000 Penalty: 3646.431396
	Iteration 38Q: 3 clusters Score -9228778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -9228768.000000 Penalty: 3646.431396
	Iteration 39Q: 3 clusters Score -9228768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -9228774.000000 Penalty: 3646.431396
	Iteration 40F: 3 clusters Score -9228774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -9228779.000000 Penalty: 3646.431396
	Iteration 41Q: 3 clusters Score -9228779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -9228764.000000 Penalty: 3646.431396
	Iteration 42Q: 3 clusters Score -9228764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -9228759.000000 Penalty: 3646.431396
	Iteration 43Q: 3 clusters Score -9228759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -9228771.000000 Penalty: 3646.431396
	Iteration 44Q: 3 clusters Score -9228771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -9228771.000000 Penalty: 3646.431396
	Iteration 45Q: 3 clusters Score -9228771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -9228769.000000 Penalty: 3646.431396
	Iteration 46Q: 3 clusters Score -9228769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -9228766.000000 Penalty: 3646.431396
	Iteration 47Q: 3 clusters Score -9228766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -9228774.000000 Penalty: 3646.431396
	Iteration 48Q: 3 clusters Score -9228774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -9228773.000000 Penalty: 3646.431396
	Iteration 49Q: 3 clusters Score -9228773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -9228772.000000 Penalty: 3646.431396
	Iteration 50Q: 3 clusters Score -9228772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -9228770.000000 Penalty: 3646.431396
	Iteration 51Q: 3 clusters Score -9228770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -9228770.000000 Penalty: 3646.431396
	Iteration 52F: 3 clusters Score -9228770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Entering Unmasked Estep 
Score: -3318307.250000 Penalty: 1653.660645
	Iteration 0F: 2 clusters Score -3318307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3300581.000000 Penalty: 3307.321289
	Iteration 0F: 3 clusters Score -3300581 nChanged 11953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3307285.250000 Penalty: 3307.321289
	Iteration 1F: 3 clusters Score -3307285 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -3307782.250000 Penalty: 3307.321289
	Iteration 2F: 3 clusters Score -3307782 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3308357.000000 Penalty: 3307.321289
	Iteration 3F: 3 clusters Score -3308357 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3309076.500000 Penalty: 3307.321289
	Iteration 4F: 3 clusters Score -3309076 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3310112.000000 Penalty: 3307.321289
	Iteration 5F: 3 clusters Score -3310112 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -3311437.250000 Penalty: 3307.321289
	Iteration 6F: 3 clusters Score -3311437 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -3312781.500000 Penalty: 3307.321289
	Iteration 7F: 3 clusters Score -3312782 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3313878.500000 Penalty: 3307.321289
	Iteration 8Q: 3 clusters Score -3313878 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3314619.250000 Penalty: 3307.321289
	Iteration 9Q: 3 clusters Score -3314619 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3315135.000000 Penalty: 3307.321289
	Iteration 10Q: 3 clusters Score -3315135 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3315449.750000 Penalty: 3307.321289
	Iteration 11Q: 3 clusters Score -3315450 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3315618.750000 Penalty: 3307.321289
	Iteration 12Q: 3 clusters Score -3315619 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3315763.500000 Penalty: 3307.321289
	Iteration 13Q: 3 clusters Score -3315764 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3315876.750000 Penalty: 3307.321289
	Iteration 14Q: 3 clusters Score -3315877 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3315986.000000 Penalty: 3307.321289
	Iteration 15Q: 3 clusters Score -3315986 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3316079.500000 Penalty: 3307.321289
	Iteration 16Q: 3 clusters Score -3316080 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3316161.000000 Penalty: 3307.321289
	Iteration 17Q: 3 clusters Score -3316161 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3316233.250000 Penalty: 3307.321289
	Iteration 18Q: 3 clusters Score -3316233 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3316290.250000 Penalty: 3307.321289
	Iteration 19Q: 3 clusters Score -3316290 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3316359.750000 Penalty: 3307.321289
	Iteration 20F: 3 clusters Score -3316360 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3316410.250000 Penalty: 3307.321289
	Iteration 21Q: 3 clusters Score -3316410 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3316456.250000 Penalty: 3307.321289
	Iteration 22Q: 3 clusters Score -3316456 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3316508.000000 Penalty: 3307.321289
	Iteration 23Q: 3 clusters Score -3316508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3316544.500000 Penalty: 3307.321289
	Iteration 24Q: 3 clusters Score -3316544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3316582.000000 Penalty: 3307.321289
	Iteration 25Q: 3 clusters Score -3316582 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3316621.000000 Penalty: 3307.321289
	Iteration 26Q: 3 clusters Score -3316621 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3316661.500000 Penalty: 3307.321289
	Iteration 27Q: 3 clusters Score -3316662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3316689.000000 Penalty: 3307.321289
	Iteration 28Q: 3 clusters Score -3316689 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3316712.500000 Penalty: 3307.321289
	Iteration 29Q: 3 clusters Score -3316712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3316722.250000 Penalty: 3307.321289
	Iteration 30Q: 3 clusters Score -3316722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3316737.500000 Penalty: 3307.321289
	Iteration 31Q: 3 clusters Score -3316738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3316749.250000 Penalty: 3307.321289
	Iteration 32Q: 3 clusters Score -3316749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3316768.750000 Penalty: 3307.321289
	Iteration 33Q: 3 clusters Score -3316769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3316776.000000 Penalty: 3307.321289
	Iteration 34Q: 3 clusters Score -3316776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3316789.000000 Penalty: 3307.321289
	Iteration 35Q: 3 clusters Score -3316789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3316799.750000 Penalty: 3307.321289
	Iteration 36Q: 3 clusters Score -3316800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3316811.500000 Penalty: 3307.321289
	Iteration 37Q: 3 clusters Score -3316812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3316811.250000 Penalty: 3307.321289
	Iteration 38Q: 3 clusters Score -3316811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3316819.500000 Penalty: 3307.321289
	Iteration 39Q: 3 clusters Score -3316820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3316824.000000 Penalty: 3307.321289
	Iteration 40F: 3 clusters Score -3316824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3316830.250000 Penalty: 3307.321289
	Iteration 41Q: 3 clusters Score -3316830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3316830.250000 Penalty: 3307.321289
	Iteration 42Q: 3 clusters Score -3316830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3316832.000000 Penalty: 3307.321289
	Iteration 43Q: 3 clusters Score -3316832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3316835.250000 Penalty: 3307.321289
	Iteration 44Q: 3 clusters Score -3316835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3316837.000000 Penalty: 3307.321289
	Iteration 45Q: 3 clusters Score -3316837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3316842.750000 Penalty: 3307.321289
	Iteration 46Q: 3 clusters Score -3316843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3316841.750000 Penalty: 3307.321289
	Iteration 47Q: 3 clusters Score -3316842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3316844.500000 Penalty: 3307.321289
	Iteration 48Q: 3 clusters Score -3316844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3316847.500000 Penalty: 3307.321289
	Iteration 49Q: 3 clusters Score -3316848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3316851.250000 Penalty: 3307.321289
	Iteration 50Q: 3 clusters Score -3316851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3316850.750000 Penalty: 3307.321289
	Iteration 51Q: 3 clusters Score -3316851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3316855.500000 Penalty: 3307.321289
	Iteration 52Q: 3 clusters Score -3316856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3316859.250000 Penalty: 3307.321289
	Iteration 53Q: 3 clusters Score -3316859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3316858.750000 Penalty: 3307.321289
	Iteration 54Q: 3 clusters Score -3316859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3316855.500000 Penalty: 3307.321289
	Iteration 55Q: 3 clusters Score -3316856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3316859.500000 Penalty: 3307.321289
	Iteration 56Q: 3 clusters Score -3316860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3316859.500000 Penalty: 3307.321289
	Iteration 57F: 3 clusters Score -3316860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (71215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Entering Unmasked Estep 
Score: -8874165.000000 Penalty: 1815.687134
	Iteration 0F: 2 clusters Score -8874165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -8827815.000000 Penalty: 3631.374268
	Iteration 0F: 3 clusters Score -8827815 nChanged 33824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -8847411.000000 Penalty: 3631.374268
	Iteration 1F: 3 clusters Score -8847411 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -8848217.000000 Penalty: 3631.374268
	Iteration 2Q: 3 clusters Score -8848217 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -8849183.000000 Penalty: 3631.374268
	Iteration 3Q: 3 clusters Score -8849183 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -8851016.000000 Penalty: 3631.374268
	Iteration 4F: 3 clusters Score -8851016 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -8854227.000000 Penalty: 3631.374268
	Iteration 5F: 3 clusters Score -8854227 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -8858967.000000 Penalty: 3631.374268
	Iteration 6F: 3 clusters Score -8858967 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -8864529.000000 Penalty: 3631.374268
	Iteration 7F: 3 clusters Score -8864529 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66711 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -8868843.000000 Penalty: 3631.374268
	Iteration 8F: 3 clusters Score -8868843 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69457 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8871231.000000 Penalty: 3631.374268
	Iteration 9Q: 3 clusters Score -8871231 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70513 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8872056.000000 Penalty: 3631.374268
	Iteration 10Q: 3 clusters Score -8872056 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70870 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8872335.000000 Penalty: 3631.374268
	Iteration 11Q: 3 clusters Score -8872335 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70993 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8872468.000000 Penalty: 3631.374268
	Iteration 12Q: 3 clusters Score -8872468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71025 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8872525.000000 Penalty: 3631.374268
	Iteration 13Q: 3 clusters Score -8872525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71054 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8872553.000000 Penalty: 3631.374268
	Iteration 14Q: 3 clusters Score -8872553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71058 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8872561.000000 Penalty: 3631.374268
	Iteration 15Q: 3 clusters Score -8872561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71065 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8872569.000000 Penalty: 3631.374268
	Iteration 16Q: 3 clusters Score -8872569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71069 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8872591.000000 Penalty: 3631.374268
	Iteration 17Q: 3 clusters Score -8872591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8872590.000000 Penalty: 3631.374268
	Iteration 18Q: 3 clusters Score -8872590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71073 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8872592.000000 Penalty: 3631.374268
	Iteration 19Q: 3 clusters Score -8872592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71073 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8872596.000000 Penalty: 3631.374268
	Iteration 20F: 3 clusters Score -8872596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71075 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8872605.000000 Penalty: 3631.374268
	Iteration 21Q: 3 clusters Score -8872605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8872610.000000 Penalty: 3631.374268
	Iteration 22Q: 3 clusters Score -8872610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8872621.000000 Penalty: 3631.374268
	Iteration 23Q: 3 clusters Score -8872621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8872620.000000 Penalty: 3631.374268
	Iteration 24Q: 3 clusters Score -8872620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8872625.000000 Penalty: 3631.374268
	Iteration 25Q: 3 clusters Score -8872625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8872625.000000 Penalty: 3631.374268
	Iteration 26F: 3 clusters Score -8872625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Entering Unmasked Estep 
Score: -4981799.500000 Penalty: 1722.123657
	Iteration 0F: 2 clusters Score -4981800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -4955133.500000 Penalty: 3444.247314
	Iteration 0F: 3 clusters Score -4955134 nChanged 18607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -4965427.000000 Penalty: 3444.247314
	Iteration 1F: 3 clusters Score -4965427 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -4965876.500000 Penalty: 3444.247314
	Iteration 2Q: 3 clusters Score -4965876 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4966273.000000 Penalty: 3444.247314
	Iteration 3Q: 3 clusters Score -4966273 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -4966613.500000 Penalty: 3444.247314
	Iteration 4Q: 3 clusters Score -4966614 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -4966995.000000 Penalty: 3444.247314
	Iteration 5Q: 3 clusters Score -4966995 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -4967512.000000 Penalty: 3444.247314
	Iteration 6Q: 3 clusters Score -4967512 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -4968213.000000 Penalty: 3444.247314
	Iteration 7Q: 3 clusters Score -4968213 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -4969253.000000 Penalty: 3444.247314
	Iteration 8Q: 3 clusters Score -4969253 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -4970794.000000 Penalty: 3444.247314
	Iteration 9F: 3 clusters Score -4970794 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4972820.000000 Penalty: 3444.247314
	Iteration 10F: 3 clusters Score -4972820 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -4974725.000000 Penalty: 3444.247314
	Iteration 11F: 3 clusters Score -4974725 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -4976101.500000 Penalty: 3444.247314
	Iteration 12Q: 3 clusters Score -4976102 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -4976916.500000 Penalty: 3444.247314
	Iteration 13Q: 3 clusters Score -4976916 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -4977485.000000 Penalty: 3444.247314
	Iteration 14Q: 3 clusters Score -4977485 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -4978004.000000 Penalty: 3444.247314
	Iteration 15Q: 3 clusters Score -4978004 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -4978476.000000 Penalty: 3444.247314
	Iteration 16Q: 3 clusters Score -4978476 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -4978869.000000 Penalty: 3444.247314
	Iteration 17Q: 3 clusters Score -4978869 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -4979189.000000 Penalty: 3444.247314
	Iteration 18Q: 3 clusters Score -4979189 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -4979476.000000 Penalty: 3444.247314
	Iteration 19Q: 3 clusters Score -4979476 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -4979710.500000 Penalty: 3444.247314
	Iteration 20F: 3 clusters Score -4979710 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -4979870.000000 Penalty: 3444.247314
	Iteration 21Q: 3 clusters Score -4979870 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -4979998.500000 Penalty: 3444.247314
	Iteration 22Q: 3 clusters Score -4979998 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -4980099.000000 Penalty: 3444.247314
	Iteration 23Q: 3 clusters Score -4980099 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -4980170.500000 Penalty: 3444.247314
	Iteration 24Q: 3 clusters Score -4980170 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -4980232.000000 Penalty: 3444.247314
	Iteration 25Q: 3 clusters Score -4980232 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -4980313.000000 Penalty: 3444.247314
	Iteration 26Q: 3 clusters Score -4980313 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -4980378.500000 Penalty: 3444.247314
	Iteration 27Q: 3 clusters Score -4980378 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -4980443.000000 Penalty: 3444.247314
	Iteration 28Q: 3 clusters Score -4980443 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -4980478.000000 Penalty: 3444.247314
	Iteration 29Q: 3 clusters Score -4980478 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -4980516.000000 Penalty: 3444.247314
	Iteration 30Q: 3 clusters Score -4980516 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -4980527.500000 Penalty: 3444.247314
	Iteration 31Q: 3 clusters Score -4980528 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -4980551.500000 Penalty: 3444.247314
	Iteration 32Q: 3 clusters Score -4980552 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -4980571.000000 Penalty: 3444.247314
	Iteration 33Q: 3 clusters Score -4980571 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -4980594.500000 Penalty: 3444.247314
	Iteration 34Q: 3 clusters Score -4980594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -4980604.000000 Penalty: 3444.247314
	Iteration 35Q: 3 clusters Score -4980604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -4980608.000000 Penalty: 3444.247314
	Iteration 36Q: 3 clusters Score -4980608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -4980612.500000 Penalty: 3444.247314
	Iteration 37Q: 3 clusters Score -4980612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -4980622.500000 Penalty: 3444.247314
	Iteration 38Q: 3 clusters Score -4980622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -4980633.500000 Penalty: 3444.247314
	Iteration 39Q: 3 clusters Score -4980634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -4980645.500000 Penalty: 3444.247314
	Iteration 40F: 3 clusters Score -4980646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -4980649.000000 Penalty: 3444.247314
	Iteration 41Q: 3 clusters Score -4980649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -4980654.500000 Penalty: 3444.247314
	Iteration 42Q: 3 clusters Score -4980654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -4980645.500000 Penalty: 3444.247314
	Iteration 43Q: 3 clusters Score -4980646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -4980650.500000 Penalty: 3444.247314
	Iteration 44Q: 3 clusters Score -4980650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -4980652.000000 Penalty: 3444.247314
	Iteration 45Q: 3 clusters Score -4980652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -4980651.500000 Penalty: 3444.247314
	Iteration 46Q: 3 clusters Score -4980652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -4980651.500000 Penalty: 3444.247314
	Iteration 47Q: 3 clusters Score -4980652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -4980654.500000 Penalty: 3444.247314
	Iteration 48Q: 3 clusters Score -4980654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -4980655.000000 Penalty: 3444.247314
	Iteration 49Q: 3 clusters Score -4980655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -4980656.500000 Penalty: 3444.247314
	Iteration 50Q: 3 clusters Score -4980656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -4980655.500000 Penalty: 3444.247314
	Iteration 51Q: 3 clusters Score -4980656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -4980661.000000 Penalty: 3444.247314
	Iteration 52Q: 3 clusters Score -4980661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -4980653.000000 Penalty: 3444.247314
	Iteration 53Q: 3 clusters Score -4980653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -4980659.000000 Penalty: 3444.247314
	Iteration 54Q: 3 clusters Score -4980659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -4980658.500000 Penalty: 3444.247314
	Iteration 55Q: 3 clusters Score -4980658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -4980656.500000 Penalty: 3444.247314
	Iteration 56Q: 3 clusters Score -4980656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -4980654.000000 Penalty: 3444.247314
	Iteration 57Q: 3 clusters Score -4980654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -4980654.000000 Penalty: 3444.247314
	Iteration 58F: 3 clusters Score -4980654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (65869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65869 members 
Entering Unmasked Estep 
Score: -8198791.500000 Penalty: 1803.006226
	Iteration 0F: 2 clusters Score -8198792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -8155306.000000 Penalty: 3606.012451
	Iteration 0F: 3 clusters Score -8155306 nChanged 31249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -8173131.000000 Penalty: 3606.012451
	Iteration 1F: 3 clusters Score -8173131 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -8173902.000000 Penalty: 3606.012451
	Iteration 2Q: 3 clusters Score -8173902 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -8174857.500000 Penalty: 3606.012451
	Iteration 3Q: 3 clusters Score -8174858 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -8176262.500000 Penalty: 3606.012451
	Iteration 4Q: 3 clusters Score -8176262 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -8178345.500000 Penalty: 3606.012451
	Iteration 5F: 3 clusters Score -8178346 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -8181234.000000 Penalty: 3606.012451
	Iteration 6F: 3 clusters Score -8181234 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -8184558.000000 Penalty: 3606.012451
	Iteration 7F: 3 clusters Score -8184558 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -8187504.500000 Penalty: 3606.012451
	Iteration 8F: 3 clusters Score -8187504 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -8189203.500000 Penalty: 3606.012451
	Iteration 9F: 3 clusters Score -8189204 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -8189930.500000 Penalty: 3606.012451
	Iteration 10Q: 3 clusters Score -8189930 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -8190318.500000 Penalty: 3606.012451
	Iteration 11Q: 3 clusters Score -8190318 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -8190606.500000 Penalty: 3606.012451
	Iteration 12Q: 3 clusters Score -8190606 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -8190854.500000 Penalty: 3606.012451
	Iteration 13Q: 3 clusters Score -8190854 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -8191073.500000 Penalty: 3606.012451
	Iteration 14Q: 3 clusters Score -8191074 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -8191307.000000 Penalty: 3606.012451
	Iteration 15Q: 3 clusters Score -8191307 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -8191584.500000 Penalty: 3606.012451
	Iteration 16Q: 3 clusters Score -8191584 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -8191808.000000 Penalty: 3606.012451
	Iteration 17Q: 3 clusters Score -8191808 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -8192014.000000 Penalty: 3606.012451
	Iteration 18Q: 3 clusters Score -8192014 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -8192266.000000 Penalty: 3606.012451
	Iteration 19Q: 3 clusters Score -8192266 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -8192479.000000 Penalty: 3606.012451
	Iteration 20F: 3 clusters Score -8192479 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -8192684.500000 Penalty: 3606.012451
	Iteration 21Q: 3 clusters Score -8192684 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -8192885.500000 Penalty: 3606.012451
	Iteration 22Q: 3 clusters Score -8192886 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -8193087.500000 Penalty: 3606.012451
	Iteration 23Q: 3 clusters Score -8193088 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -8193282.500000 Penalty: 3606.012451
	Iteration 24Q: 3 clusters Score -8193282 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -8193467.500000 Penalty: 3606.012451
	Iteration 25Q: 3 clusters Score -8193468 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -8193725.000000 Penalty: 3606.012451
	Iteration 26Q: 3 clusters Score -8193725 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -8193921.500000 Penalty: 3606.012451
	Iteration 27Q: 3 clusters Score -8193922 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -8194180.500000 Penalty: 3606.012451
	Iteration 28Q: 3 clusters Score -8194180 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -8194423.500000 Penalty: 3606.012451
	Iteration 29Q: 3 clusters Score -8194424 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57045 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -8194704.000000 Penalty: 3606.012451
	Iteration 30Q: 3 clusters Score -8194704 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -8194949.000000 Penalty: 3606.012451
	Iteration 31Q: 3 clusters Score -8194949 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -8195195.000000 Penalty: 3606.012451
	Iteration 32Q: 3 clusters Score -8195195 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -8195370.500000 Penalty: 3606.012451
	Iteration 33Q: 3 clusters Score -8195370 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -8195566.000000 Penalty: 3606.012451
	Iteration 34Q: 3 clusters Score -8195566 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -8195754.000000 Penalty: 3606.012451
	Iteration 35Q: 3 clusters Score -8195754 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -8195913.500000 Penalty: 3606.012451
	Iteration 36Q: 3 clusters Score -8195914 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60853 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -8196048.000000 Penalty: 3606.012451
	Iteration 37Q: 3 clusters Score -8196048 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -8196175.000000 Penalty: 3606.012451
	Iteration 38Q: 3 clusters Score -8196175 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -8196308.500000 Penalty: 3606.012451
	Iteration 39Q: 3 clusters Score -8196308 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -8196402.000000 Penalty: 3606.012451
	Iteration 40F: 3 clusters Score -8196402 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -8196470.500000 Penalty: 3606.012451
	Iteration 41Q: 3 clusters Score -8196470 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -8196561.500000 Penalty: 3606.012451
	Iteration 42Q: 3 clusters Score -8196562 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -8196655.000000 Penalty: 3606.012451
	Iteration 43Q: 3 clusters Score -8196655 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -8196756.000000 Penalty: 3606.012451
	Iteration 44Q: 3 clusters Score -8196756 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -8196817.500000 Penalty: 3606.012451
	Iteration 45Q: 3 clusters Score -8196818 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -8196860.000000 Penalty: 3606.012451
	Iteration 46Q: 3 clusters Score -8196860 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63487 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8196911.500000 Penalty: 3606.012451
	Iteration 47Q: 3 clusters Score -8196912 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -8196952.000000 Penalty: 3606.012451
	Iteration 48Q: 3 clusters Score -8196952 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63745 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -8196993.000000 Penalty: 3606.012451
	Iteration 49Q: 3 clusters Score -8196993 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8197029.000000 Penalty: 3606.012451
	Iteration 50Q: 3 clusters Score -8197029 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -8197068.500000 Penalty: 3606.012451
	Iteration 51Q: 3 clusters Score -8197068 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8197079.500000 Penalty: 3606.012451
	Iteration 52Q: 3 clusters Score -8197080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8197098.000000 Penalty: 3606.012451
	Iteration 53Q: 3 clusters Score -8197098 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64155 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8197148.500000 Penalty: 3606.012451
	Iteration 54Q: 3 clusters Score -8197148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -8197165.500000 Penalty: 3606.012451
	Iteration 55Q: 3 clusters Score -8197166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64252 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -8197175.000000 Penalty: 3606.012451
	Iteration 56Q: 3 clusters Score -8197175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8197185.000000 Penalty: 3606.012451
	Iteration 57Q: 3 clusters Score -8197185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64311 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8197196.500000 Penalty: 3606.012451
	Iteration 58Q: 3 clusters Score -8197196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -8197211.000000 Penalty: 3606.012451
	Iteration 59Q: 3 clusters Score -8197211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8197214.000000 Penalty: 3606.012451
	Iteration 60F: 3 clusters Score -8197214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8197219.500000 Penalty: 3606.012451
	Iteration 61Q: 3 clusters Score -8197220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8197207.000000 Penalty: 3606.012451
	Iteration 62Q: 3 clusters Score -8197207 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8197223.500000 Penalty: 3606.012451
	Iteration 63Q: 3 clusters Score -8197224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8197226.500000 Penalty: 3606.012451
	Iteration 64Q: 3 clusters Score -8197226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8197232.500000 Penalty: 3606.012451
	Iteration 65Q: 3 clusters Score -8197232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8197231.000000 Penalty: 3606.012451
	Iteration 66Q: 3 clusters Score -8197231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8197242.500000 Penalty: 3606.012451
	Iteration 67Q: 3 clusters Score -8197242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64508 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -8197242.500000 Penalty: 3606.012451
	Iteration 68Q: 3 clusters Score -8197242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8197252.500000 Penalty: 3606.012451
	Iteration 69Q: 3 clusters Score -8197252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8197256.500000 Penalty: 3606.012451
	Iteration 70Q: 3 clusters Score -8197256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64560 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8197257.500000 Penalty: 3606.012451
	Iteration 71Q: 3 clusters Score -8197258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8197260.000000 Penalty: 3606.012451
	Iteration 72Q: 3 clusters Score -8197260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64578 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8197259.000000 Penalty: 3606.012451
	Iteration 73Q: 3 clusters Score -8197259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64584 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8197264.500000 Penalty: 3606.012451
	Iteration 74Q: 3 clusters Score -8197264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8197273.000000 Penalty: 3606.012451
	Iteration 75Q: 3 clusters Score -8197273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8197276.500000 Penalty: 3606.012451
	Iteration 76Q: 3 clusters Score -8197276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64602 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8197275.500000 Penalty: 3606.012451
	Iteration 77Q: 3 clusters Score -8197276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64607 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8197271.500000 Penalty: 3606.012451
	Iteration 78Q: 3 clusters Score -8197272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64608 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8197268.500000 Penalty: 3606.012451
	Iteration 79Q: 3 clusters Score -8197268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64609 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8197270.500000 Penalty: 3606.012451
	Iteration 80F: 3 clusters Score -8197270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8197266.000000 Penalty: 3606.012451
	Iteration 81Q: 3 clusters Score -8197266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8197273.000000 Penalty: 3606.012451
	Iteration 82Q: 3 clusters Score -8197273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8197272.500000 Penalty: 3606.012451
	Iteration 83Q: 3 clusters Score -8197272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8197276.000000 Penalty: 3606.012451
	Iteration 84Q: 3 clusters Score -8197276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8197276.500000 Penalty: 3606.012451
	Iteration 85Q: 3 clusters Score -8197276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64623 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8197271.500000 Penalty: 3606.012451
	Iteration 86Q: 3 clusters Score -8197272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64623 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8197271.500000 Penalty: 3606.012451
	Iteration 87F: 3 clusters Score -8197272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Entering Unmasked Estep 
Score: -451257.531250 Penalty: 1343.543945
	Iteration 0F: 2 clusters Score -451257.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -447960.750000 Penalty: 2687.087891
	Iteration 0F: 3 clusters Score -447960.8 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -448948.906250 Penalty: 2687.087891
	Iteration 1F: 3 clusters Score -448948.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -449251.968750 Penalty: 2687.087891
	Iteration 2F: 3 clusters Score -449252 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -449491.750000 Penalty: 2687.087891
	Iteration 3F: 3 clusters Score -449491.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -449684.968750 Penalty: 2687.087891
	Iteration 4F: 3 clusters Score -449685 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -449865.812500 Penalty: 2687.087891
	Iteration 5F: 3 clusters Score -449865.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -450057.093750 Penalty: 2687.087891
	Iteration 6F: 3 clusters Score -450057.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -450272.437500 Penalty: 2687.087891
	Iteration 7F: 3 clusters Score -450272.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -450501.062500 Penalty: 2687.087891
	Iteration 8F: 3 clusters Score -450501.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -450695.125000 Penalty: 2687.087891
	Iteration 9Q: 3 clusters Score -450695.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -450849.437500 Penalty: 2687.087891
	Iteration 10Q: 3 clusters Score -450849.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -450940.312500 Penalty: 2687.087891
	Iteration 11Q: 3 clusters Score -450940.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -450994.875000 Penalty: 2687.087891
	Iteration 12Q: 3 clusters Score -450994.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -451035.562500 Penalty: 2687.087891
	Iteration 13Q: 3 clusters Score -451035.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -451081.812500 Penalty: 2687.087891
	Iteration 14Q: 3 clusters Score -451081.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -451101.812500 Penalty: 2687.087891
	Iteration 15Q: 3 clusters Score -451101.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -451117.062500 Penalty: 2687.087891
	Iteration 16Q: 3 clusters Score -451117.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -451122.312500 Penalty: 2687.087891
	Iteration 17Q: 3 clusters Score -451122.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -451133.250000 Penalty: 2687.087891
	Iteration 18Q: 3 clusters Score -451133.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -451141.500000 Penalty: 2687.087891
	Iteration 19Q: 3 clusters Score -451141.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -451277.156250 Penalty: 2687.087891
	Iteration 20F: 3 clusters Score -451277.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -451470.843750 Penalty: 2687.087891
	Iteration 21Q: 3 clusters Score -451470.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -451503.031250 Penalty: 2687.087891
	Iteration 22Q: 3 clusters Score -451503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -451517.656250 Penalty: 2687.087891
	Iteration 23Q: 3 clusters Score -451517.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -451521.375000 Penalty: 2687.087891
	Iteration 24Q: 3 clusters Score -451521.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -451523.031250 Penalty: 2687.087891
	Iteration 25Q: 3 clusters Score -451523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -451525.125000 Penalty: 2687.087891
	Iteration 26Q: 3 clusters Score -451525.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -451526.906250 Penalty: 2687.087891
	Iteration 27Q: 3 clusters Score -451526.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -451530.718750 Penalty: 2687.087891
	Iteration 28Q: 3 clusters Score -451530.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -451530.750000 Penalty: 2687.087891
	Iteration 29Q: 3 clusters Score -451530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -451531.875000 Penalty: 2687.087891
	Iteration 30Q: 3 clusters Score -451531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -451534.718750 Penalty: 2687.087891
	Iteration 31Q: 3 clusters Score -451534.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -451536.593750 Penalty: 2687.087891
	Iteration 32Q: 3 clusters Score -451536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -451537.187500 Penalty: 2687.087891
	Iteration 33Q: 3 clusters Score -451537.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -451537.187500 Penalty: 2687.087891
	Iteration 34F: 3 clusters Score -451537.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 25946 members 
Mstep: Class 3 contains 5004 members 
Mstep: Class 4 contains 41838 members 
Mstep: Class 5 contains 45265 members 
Mstep: Class 6 contains 74592 members 
Mstep: Class 7 contains 26275 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 71215 members 
Mstep: Class 10 contains 40042 members 
Mstep: Class 11 contains 65869 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 55632 members 
Mstep: Class 14 contains 11900 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75259 members 
Mstep: Class 19 contains 75371 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
Score: -75571712.000000 Penalty: 39018.101562
Splitting cluster 12 changes total score from -75572152.000000 to -75571712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (55632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Entering Unmasked Estep 
Score: -6915513.500000 Penalty: 1775.558472
	Iteration 0F: 2 clusters Score -6915514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -6879591.000000 Penalty: 3551.116943
	Iteration 0F: 3 clusters Score -6879591 nChanged 26038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -6894334.500000 Penalty: 3551.116943
	Iteration 1F: 3 clusters Score -6894334 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -6894851.500000 Penalty: 3551.116943
	Iteration 2Q: 3 clusters Score -6894852 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -6895356.500000 Penalty: 3551.116943
	Iteration 3Q: 3 clusters Score -6895356 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -6896006.500000 Penalty: 3551.116943
	Iteration 4Q: 3 clusters Score -6896006 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -6897146.500000 Penalty: 3551.116943
	Iteration 5Q: 3 clusters Score -6897146 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -6899141.500000 Penalty: 3551.116943
	Iteration 6F: 3 clusters Score -6899142 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -6902356.000000 Penalty: 3551.116943
	Iteration 7F: 3 clusters Score -6902356 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -6906549.500000 Penalty: 3551.116943
	Iteration 8F: 3 clusters Score -6906550 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -6910268.000000 Penalty: 3551.116943
	Iteration 9F: 3 clusters Score -6910268 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -6912552.000000 Penalty: 3551.116943
	Iteration 10Q: 3 clusters Score -6912552 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -6913450.500000 Penalty: 3551.116943
	Iteration 11Q: 3 clusters Score -6913450 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -6913745.500000 Penalty: 3551.116943
	Iteration 12Q: 3 clusters Score -6913746 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -6913897.500000 Penalty: 3551.116943
	Iteration 13Q: 3 clusters Score -6913898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -6913942.500000 Penalty: 3551.116943
	Iteration 14Q: 3 clusters Score -6913942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -6913971.000000 Penalty: 3551.116943
	Iteration 15Q: 3 clusters Score -6913971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -6913987.000000 Penalty: 3551.116943
	Iteration 16Q: 3 clusters Score -6913987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -6913993.500000 Penalty: 3551.116943
	Iteration 17Q: 3 clusters Score -6913994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 55509 members 
Entering Unmasked Estep 
Score: -6913997.500000 Penalty: 3551.116943
	Iteration 18Q: 3 clusters Score -6913998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -6914001.500000 Penalty: 3551.116943
	Iteration 19Q: 3 clusters Score -6914002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -6914007.000000 Penalty: 3551.116943
	Iteration 20F: 3 clusters Score -6914007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -6914011.500000 Penalty: 3551.116943
	Iteration 21Q: 3 clusters Score -6914012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 55516 members 
Entering Unmasked Estep 
Score: -6914022.500000 Penalty: 3551.116943
	Iteration 22Q: 3 clusters Score -6914022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 55516 members 
Entering Unmasked Estep 
Score: -6914026.000000 Penalty: 3551.116943
	Iteration 23Q: 3 clusters Score -6914026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 55516 members 
Entering Unmasked Estep 
Score: -6914026.000000 Penalty: 3551.116943
	Iteration 24F: 3 clusters Score -6914026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1471967.500000 Penalty: 1524.947754
	Iteration 0F: 2 clusters Score -1471968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1463636.500000 Penalty: 3049.895508
	Iteration 0F: 3 clusters Score -1463636 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1466280.125000 Penalty: 3049.895508
	Iteration 1F: 3 clusters Score -1466280 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1466545.750000 Penalty: 3049.895508
	Iteration 2F: 3 clusters Score -1466546 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1466797.000000 Penalty: 3049.895508
	Iteration 3Q: 3 clusters Score -1466797 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1467028.500000 Penalty: 3049.895508
	Iteration 4Q: 3 clusters Score -1467028 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1467268.000000 Penalty: 3049.895508
	Iteration 5Q: 3 clusters Score -1467268 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1467557.625000 Penalty: 3049.895508
	Iteration 6Q: 3 clusters Score -1467558 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1467898.000000 Penalty: 3049.895508
	Iteration 7Q: 3 clusters Score -1467898 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1468298.625000 Penalty: 3049.895508
	Iteration 8F: 3 clusters Score -1468299 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1468736.000000 Penalty: 3049.895508
	Iteration 9F: 3 clusters Score -1468736 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1469175.250000 Penalty: 3049.895508
	Iteration 10Q: 3 clusters Score -1469175 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1469596.500000 Penalty: 3049.895508
	Iteration 11Q: 3 clusters Score -1469596 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1469978.125000 Penalty: 3049.895508
	Iteration 12Q: 3 clusters Score -1469978 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1470241.500000 Penalty: 3049.895508
	Iteration 13Q: 3 clusters Score -1470242 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1470469.750000 Penalty: 3049.895508
	Iteration 14Q: 3 clusters Score -1470470 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1470625.000000 Penalty: 3049.895508
	Iteration 15Q: 3 clusters Score -1470625 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1470696.750000 Penalty: 3049.895508
	Iteration 16Q: 3 clusters Score -1470697 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1470731.250000 Penalty: 3049.895508
	Iteration 17Q: 3 clusters Score -1470731 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1470751.250000 Penalty: 3049.895508
	Iteration 18Q: 3 clusters Score -1470751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1470765.750000 Penalty: 3049.895508
	Iteration 19Q: 3 clusters Score -1470766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1470778.625000 Penalty: 3049.895508
	Iteration 20F: 3 clusters Score -1470779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1470784.375000 Penalty: 3049.895508
	Iteration 21Q: 3 clusters Score -1470784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1470788.875000 Penalty: 3049.895508
	Iteration 22Q: 3 clusters Score -1470789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1470789.500000 Penalty: 3049.895508
	Iteration 23Q: 3 clusters Score -1470790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1470794.000000 Penalty: 3049.895508
	Iteration 24Q: 3 clusters Score -1470794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1470797.375000 Penalty: 3049.895508
	Iteration 25Q: 3 clusters Score -1470797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1470797.375000 Penalty: 3049.895508
	Iteration 26Q: 3 clusters Score -1470797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1470797.375000 Penalty: 3049.895508
	Iteration 27F: 3 clusters Score -1470797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56142.101562 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -55194.714844 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55194.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -55325.429688 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55325.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -55347.289062 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55347.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -55356.539062 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55356.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -55359.855469 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55359.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -55359.855469 Penalty: 1890.561035
	Iteration 5F: 3 clusters Score -55359.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75259 members 
Entering Unmasked Estep 
Score: -9366907.000000 Penalty: 1824.662354
	Iteration 0F: 2 clusters Score -9366907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -9317982.000000 Penalty: 3649.324707
	Iteration 0F: 3 clusters Score -9317982 nChanged 35751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -9338233.000000 Penalty: 3649.324707
	Iteration 1F: 3 clusters Score -9338233 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -9338635.000000 Penalty: 3649.324707
	Iteration 2Q: 3 clusters Score -9338635 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -9339125.000000 Penalty: 3649.324707
	Iteration 3Q: 3 clusters Score -9339125 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -9339675.000000 Penalty: 3649.324707
	Iteration 4Q: 3 clusters Score -9339675 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -9340331.000000 Penalty: 3649.324707
	Iteration 5Q: 3 clusters Score -9340331 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -9341335.000000 Penalty: 3649.324707
	Iteration 6Q: 3 clusters Score -9341335 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -9342725.000000 Penalty: 3649.324707
	Iteration 7Q: 3 clusters Score -9342725 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -9344864.000000 Penalty: 3649.324707
	Iteration 8F: 3 clusters Score -9344864 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -9347984.000000 Penalty: 3649.324707
	Iteration 9F: 3 clusters Score -9347984 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 57452 members 
Entering Unmasked Estep 
Score: -9351846.000000 Penalty: 3649.324707
	Iteration 10F: 3 clusters Score -9351846 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 62063 members 
Entering Unmasked Estep 
Score: -9355834.000000 Penalty: 3649.324707
	Iteration 11F: 3 clusters Score -9355834 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 65838 members 
Entering Unmasked Estep 
Score: -9359127.000000 Penalty: 3649.324707
	Iteration 12F: 3 clusters Score -9359127 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 68423 members 
Entering Unmasked Estep 
Score: -9361399.000000 Penalty: 3649.324707
	Iteration 13Q: 3 clusters Score -9361399 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 70175 members 
Entering Unmasked Estep 
Score: -9362957.000000 Penalty: 3649.324707
	Iteration 14Q: 3 clusters Score -9362957 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 71380 members 
Entering Unmasked Estep 
Score: -9363915.000000 Penalty: 3649.324707
	Iteration 15Q: 3 clusters Score -9363915 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 72210 members 
Entering Unmasked Estep 
Score: -9364464.000000 Penalty: 3649.324707
	Iteration 16Q: 3 clusters Score -9364464 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -9364841.000000 Penalty: 3649.324707
	Iteration 17Q: 3 clusters Score -9364841 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 73221 members 
Entering Unmasked Estep 
Score: -9365085.000000 Penalty: 3649.324707
	Iteration 18Q: 3 clusters Score -9365085 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 73552 members 
Entering Unmasked Estep 
Score: -9365280.000000 Penalty: 3649.324707
	Iteration 19Q: 3 clusters Score -9365280 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 73802 members 
Entering Unmasked Estep 
Score: -9365422.000000 Penalty: 3649.324707
	Iteration 20F: 3 clusters Score -9365422 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
Score: -9365536.000000 Penalty: 3649.324707
	Iteration 21Q: 3 clusters Score -9365536 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 74169 members 
Entering Unmasked Estep 
Score: -9365626.000000 Penalty: 3649.324707
	Iteration 22Q: 3 clusters Score -9365626 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 74287 members 
Entering Unmasked Estep 
Score: -9365687.000000 Penalty: 3649.324707
	Iteration 23Q: 3 clusters Score -9365687 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 74390 members 
Entering Unmasked Estep 
Score: -9365736.000000 Penalty: 3649.324707
	Iteration 24Q: 3 clusters Score -9365736 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 74462 members 
Entering Unmasked Estep 
Score: -9365767.000000 Penalty: 3649.324707
	Iteration 25Q: 3 clusters Score -9365767 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -9365779.000000 Penalty: 3649.324707
	Iteration 26Q: 3 clusters Score -9365779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -9365782.000000 Penalty: 3649.324707
	Iteration 27Q: 3 clusters Score -9365782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 74592 members 
Entering Unmasked Estep 
Score: -9365788.000000 Penalty: 3649.324707
	Iteration 28Q: 3 clusters Score -9365788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 74618 members 
Entering Unmasked Estep 
Score: -9365796.000000 Penalty: 3649.324707
	Iteration 29Q: 3 clusters Score -9365796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 74641 members 
Entering Unmasked Estep 
Score: -9365796.000000 Penalty: 3649.324707
	Iteration 30Q: 3 clusters Score -9365796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 74663 members 
Entering Unmasked Estep 
Score: -9365807.000000 Penalty: 3649.324707
	Iteration 31Q: 3 clusters Score -9365807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 74681 members 
Entering Unmasked Estep 
Score: -9365801.000000 Penalty: 3649.324707
	Iteration 32Q: 3 clusters Score -9365801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 74696 members 
Entering Unmasked Estep 
Score: -9365806.000000 Penalty: 3649.324707
	Iteration 33Q: 3 clusters Score -9365806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 74706 members 
Entering Unmasked Estep 
Score: -9365807.000000 Penalty: 3649.324707
	Iteration 34Q: 3 clusters Score -9365807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -9365808.000000 Penalty: 3649.324707
	Iteration 35Q: 3 clusters Score -9365808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 74726 members 
Entering Unmasked Estep 
Score: -9365808.000000 Penalty: 3649.324707
	Iteration 36Q: 3 clusters Score -9365808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 74742 members 
Entering Unmasked Estep 
Score: -9365817.000000 Penalty: 3649.324707
	Iteration 37Q: 3 clusters Score -9365817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 74751 members 
Entering Unmasked Estep 
Score: -9365836.000000 Penalty: 3649.324707
	Iteration 38Q: 3 clusters Score -9365836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -9365844.000000 Penalty: 3649.324707
	Iteration 39Q: 3 clusters Score -9365844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 74763 members 
Entering Unmasked Estep 
Score: -9365844.000000 Penalty: 3649.324707
	Iteration 40F: 3 clusters Score -9365844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 74768 members 
Entering Unmasked Estep 
Score: -9365843.000000 Penalty: 3649.324707
	Iteration 41Q: 3 clusters Score -9365843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 74769 members 
Entering Unmasked Estep 
Score: -9365841.000000 Penalty: 3649.324707
	Iteration 42Q: 3 clusters Score -9365841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -9365851.000000 Penalty: 3649.324707
	Iteration 43Q: 3 clusters Score -9365851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 74776 members 
Entering Unmasked Estep 
Score: -9365855.000000 Penalty: 3649.324707
	Iteration 44Q: 3 clusters Score -9365855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
Score: -9365852.000000 Penalty: 3649.324707
	Iteration 45Q: 3 clusters Score -9365852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 74780 members 
Entering Unmasked Estep 
Score: -9365857.000000 Penalty: 3649.324707
	Iteration 46Q: 3 clusters Score -9365857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 74780 members 
Entering Unmasked Estep 
Score: -9365857.000000 Penalty: 3649.324707
	Iteration 47F: 3 clusters Score -9365857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (75371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Entering Unmasked Estep 
Score: -9321989.000000 Penalty: 1824.903931
	Iteration 0F: 2 clusters Score -9321989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -9273654.000000 Penalty: 3649.807861
	Iteration 0F: 3 clusters Score -9273654 nChanged 35811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -9294221.000000 Penalty: 3649.807861
	Iteration 1F: 3 clusters Score -9294221 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -9294668.000000 Penalty: 3649.807861
	Iteration 2Q: 3 clusters Score -9294668 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -9295267.000000 Penalty: 3649.807861
	Iteration 3Q: 3 clusters Score -9295267 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -9296142.000000 Penalty: 3649.807861
	Iteration 4Q: 3 clusters Score -9296142 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -9297686.000000 Penalty: 3649.807861
	Iteration 5Q: 3 clusters Score -9297686 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -9300554.000000 Penalty: 3649.807861
	Iteration 6F: 3 clusters Score -9300554 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 57818 members 
Entering Unmasked Estep 
Score: -9305060.000000 Penalty: 3649.807861
	Iteration 7F: 3 clusters Score -9305060 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -9311033.000000 Penalty: 3649.807861
	Iteration 8F: 3 clusters Score -9311033 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 70751 members 
Entering Unmasked Estep 
Score: -9316293.000000 Penalty: 3649.807861
	Iteration 9F: 3 clusters Score -9316293 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -9319099.000000 Penalty: 3649.807861
	Iteration 10Q: 3 clusters Score -9319099 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 74934 members 
Entering Unmasked Estep 
Score: -9319973.000000 Penalty: 3649.807861
	Iteration 11Q: 3 clusters Score -9319973 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 75166 members 
Entering Unmasked Estep 
Score: -9320214.000000 Penalty: 3649.807861
	Iteration 12Q: 3 clusters Score -9320214 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -9320293.000000 Penalty: 3649.807861
	Iteration 13Q: 3 clusters Score -9320293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
Score: -9320319.000000 Penalty: 3649.807861
	Iteration 14Q: 3 clusters Score -9320319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 75244 members 
Entering Unmasked Estep 
Score: -9320359.000000 Penalty: 3649.807861
	Iteration 15Q: 3 clusters Score -9320359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 75248 members 
Entering Unmasked Estep 
Score: -9320367.000000 Penalty: 3649.807861
	Iteration 16Q: 3 clusters Score -9320367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 75251 members 
Entering Unmasked Estep 
Score: -9320371.000000 Penalty: 3649.807861
	Iteration 17Q: 3 clusters Score -9320371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 75253 members 
Entering Unmasked Estep 
Score: -9320384.000000 Penalty: 3649.807861
	Iteration 18Q: 3 clusters Score -9320384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
Score: -9320391.000000 Penalty: 3649.807861
	Iteration 19Q: 3 clusters Score -9320391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 75255 members 
Entering Unmasked Estep 
Score: -9320399.000000 Penalty: 3649.807861
	Iteration 20F: 3 clusters Score -9320399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 75258 members 
Entering Unmasked Estep 
Score: -9320406.000000 Penalty: 3649.807861
	Iteration 21Q: 3 clusters Score -9320406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -9320410.000000 Penalty: 3649.807861
	Iteration 22Q: 3 clusters Score -9320410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -9320410.000000 Penalty: 3649.807861
	Iteration 23F: 3 clusters Score -9320410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -102435.093750 Penalty: 1093.207642
	Iteration 0F: 2 clusters Score -102435.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -101099.625000 Penalty: 2186.415283
	Iteration 0F: 3 clusters Score -101099.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -101327.765625 Penalty: 2186.415283
	Iteration 1F: 3 clusters Score -101327.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -101368.070312 Penalty: 2186.415283
	Iteration 2F: 3 clusters Score -101368.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -101389.257812 Penalty: 2186.415283
	Iteration 3Q: 3 clusters Score -101389.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -101408.890625 Penalty: 2186.415283
	Iteration 4Q: 3 clusters Score -101408.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -101417.328125 Penalty: 2186.415283
	Iteration 5Q: 3 clusters Score -101417.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -101424.414062 Penalty: 2186.415283
	Iteration 6Q: 3 clusters Score -101424.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -101432.398438 Penalty: 2186.415283
	Iteration 7Q: 3 clusters Score -101432.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -101437.273438 Penalty: 2186.415283
	Iteration 8Q: 3 clusters Score -101437.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -101442.343750 Penalty: 2186.415283
	Iteration 9Q: 3 clusters Score -101442.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -101449.070312 Penalty: 2186.415283
	Iteration 10Q: 3 clusters Score -101449.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -101449.070312 Penalty: 2186.415283
	Iteration 11F: 3 clusters Score -101449.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 25946 members 
Mstep: Class 3 contains 5004 members 
Mstep: Class 4 contains 41838 members 
Mstep: Class 5 contains 45265 members 
Mstep: Class 6 contains 74592 members 
Mstep: Class 7 contains 26275 members 
Mstep: Class 9 contains 71215 members 
Mstep: Class 10 contains 40042 members 
Mstep: Class 11 contains 65869 members 
Mstep: Class 12 contains 3897 members 
Mstep: Class 13 contains 55632 members 
Mstep: Class 14 contains 11900 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75259 members 
Mstep: Class 19 contains 75371 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572288.000000 Penalty: 36850.429688
Iteration 399Q: 18 clusters Score -7.557229e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25923 members 
Mstep: Class 3 contains 5008 members 
Mstep: Class 4 contains 41813 members 
Mstep: Class 5 contains 45228 members 
Mstep: Class 6 contains 74636 members 
Mstep: Class 7 contains 26893 members 
Mstep: Class 9 contains 71191 members 
Mstep: Class 10 contains 40001 members 
Mstep: Class 11 contains 65818 members 
Mstep: Class 12 contains 3893 members 
Mstep: Class 13 contains 55636 members 
Mstep: Class 14 contains 11729 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75213 members 
Mstep: Class 19 contains 75126 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572528.000000 Penalty: 36850.429688
Iteration 400F: 18 clusters Score -7.557253e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 25912 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 41779 members 
Mstep: Class 5 contains 45189 members 
Mstep: Class 6 contains 74661 members 
Mstep: Class 7 contains 27527 members 
Mstep: Class 9 contains 71157 members 
Mstep: Class 10 contains 39962 members 
Mstep: Class 11 contains 65767 members 
Mstep: Class 12 contains 3891 members 
Mstep: Class 13 contains 55641 members 
Mstep: Class 14 contains 11548 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75166 members 
Mstep: Class 19 contains 74888 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572400.000000 Penalty: 36850.429688
Iteration 401Q: 18 clusters Score -7.55724e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 25897 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 41751 members 
Mstep: Class 5 contains 45156 members 
Mstep: Class 6 contains 74659 members 
Mstep: Class 7 contains 28235 members 
Mstep: Class 9 contains 71121 members 
Mstep: Class 10 contains 39933 members 
Mstep: Class 11 contains 65671 members 
Mstep: Class 12 contains 3888 members 
Mstep: Class 13 contains 55625 members 
Mstep: Class 14 contains 11391 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75105 members 
Mstep: Class 19 contains 74644 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572448.000000 Penalty: 36850.429688
Iteration 402Q: 18 clusters Score -7.557245e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 25881 members 
Mstep: Class 3 contains 5039 members 
Mstep: Class 4 contains 41727 members 
Mstep: Class 5 contains 45128 members 
Mstep: Class 6 contains 74658 members 
Mstep: Class 7 contains 28981 members 
Mstep: Class 9 contains 71088 members 
Mstep: Class 10 contains 39887 members 
Mstep: Class 11 contains 65561 members 
Mstep: Class 12 contains 3886 members 
Mstep: Class 13 contains 55620 members 
Mstep: Class 14 contains 11226 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 75041 members 
Mstep: Class 19 contains 74380 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572728.000000 Penalty: 36850.429688
Iteration 403Q: 18 clusters Score -7.557273e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 25860 members 
Mstep: Class 3 contains 5048 members 
Mstep: Class 4 contains 41696 members 
Mstep: Class 5 contains 45080 members 
Mstep: Class 6 contains 74682 members 
Mstep: Class 7 contains 29839 members 
Mstep: Class 9 contains 71026 members 
Mstep: Class 10 contains 39827 members 
Mstep: Class 11 contains 65448 members 
Mstep: Class 12 contains 3886 members 
Mstep: Class 13 contains 55563 members 
Mstep: Class 14 contains 11075 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74981 members 
Mstep: Class 19 contains 74091 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572728.000000 Penalty: 36850.429688
Iteration 404Q: 18 clusters Score -7.557273e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 25859 members 
Mstep: Class 3 contains 5051 members 
Mstep: Class 4 contains 41651 members 
Mstep: Class 5 contains 45056 members 
Mstep: Class 6 contains 74697 members 
Mstep: Class 7 contains 30767 members 
Mstep: Class 9 contains 70961 members 
Mstep: Class 10 contains 39735 members 
Mstep: Class 11 contains 65306 members 
Mstep: Class 12 contains 3886 members 
Mstep: Class 13 contains 55523 members 
Mstep: Class 14 contains 10918 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74898 members 
Mstep: Class 19 contains 73797 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572880.000000 Penalty: 36850.429688
Iteration 405Q: 18 clusters Score -7.557288e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 25839 members 
Mstep: Class 3 contains 5053 members 
Mstep: Class 4 contains 41590 members 
Mstep: Class 5 contains 45012 members 
Mstep: Class 6 contains 74695 members 
Mstep: Class 7 contains 31714 members 
Mstep: Class 9 contains 70892 members 
Mstep: Class 10 contains 39649 members 
Mstep: Class 11 contains 65157 members 
Mstep: Class 12 contains 3885 members 
Mstep: Class 13 contains 55507 members 
Mstep: Class 14 contains 10760 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74823 members 
Mstep: Class 19 contains 73531 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573248.000000 Penalty: 36850.429688
Iteration 406Q: 18 clusters Score -7.557325e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 25822 members 
Mstep: Class 3 contains 5052 members 
Mstep: Class 4 contains 41528 members 
Mstep: Class 5 contains 44983 members 
Mstep: Class 6 contains 74709 members 
Mstep: Class 7 contains 32639 members 
Mstep: Class 9 contains 70827 members 
Mstep: Class 10 contains 39569 members 
Mstep: Class 11 contains 64984 members 
Mstep: Class 12 contains 3884 members 
Mstep: Class 13 contains 55489 members 
Mstep: Class 14 contains 10592 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74765 members 
Mstep: Class 19 contains 73268 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573336.000000 Penalty: 36850.429688
Iteration 407Q: 18 clusters Score -7.557334e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 25795 members 
Mstep: Class 3 contains 5051 members 
Mstep: Class 4 contains 41480 members 
Mstep: Class 5 contains 44939 members 
Mstep: Class 6 contains 74707 members 
Mstep: Class 7 contains 33622 members 
Mstep: Class 9 contains 70766 members 
Mstep: Class 10 contains 39490 members 
Mstep: Class 11 contains 64770 members 
Mstep: Class 12 contains 3882 members 
Mstep: Class 13 contains 55484 members 
Mstep: Class 14 contains 10419 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74665 members 
Mstep: Class 19 contains 73040 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573448.000000 Penalty: 36850.429688
Iteration 408Q: 18 clusters Score -7.557345e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 25773 members 
Mstep: Class 3 contains 5053 members 
Mstep: Class 4 contains 41400 members 
Mstep: Class 5 contains 44894 members 
Mstep: Class 6 contains 74701 members 
Mstep: Class 7 contains 34687 members 
Mstep: Class 9 contains 70686 members 
Mstep: Class 10 contains 39358 members 
Mstep: Class 11 contains 64549 members 
Mstep: Class 12 contains 3880 members 
Mstep: Class 13 contains 55503 members 
Mstep: Class 14 contains 10230 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74571 members 
Mstep: Class 19 contains 72825 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573672.000000 Penalty: 36850.429688
Iteration 409Q: 18 clusters Score -7.557367e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 25750 members 
Mstep: Class 3 contains 5059 members 
Mstep: Class 4 contains 41309 members 
Mstep: Class 5 contains 44829 members 
Mstep: Class 6 contains 74692 members 
Mstep: Class 7 contains 35826 members 
Mstep: Class 9 contains 70615 members 
Mstep: Class 10 contains 39228 members 
Mstep: Class 11 contains 64335 members 
Mstep: Class 12 contains 3879 members 
Mstep: Class 13 contains 55521 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74439 members 
Mstep: Class 19 contains 72594 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573752.000000 Penalty: 36850.429688
Iteration 410Q: 18 clusters Score -7.557375e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 25725 members 
Mstep: Class 3 contains 5056 members 
Mstep: Class 4 contains 41197 members 
Mstep: Class 5 contains 44764 members 
Mstep: Class 6 contains 74683 members 
Mstep: Class 7 contains 37065 members 
Mstep: Class 9 contains 70511 members 
Mstep: Class 10 contains 39058 members 
Mstep: Class 11 contains 64097 members 
Mstep: Class 12 contains 3880 members 
Mstep: Class 13 contains 55573 members 
Mstep: Class 14 contains 9834 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74291 members 
Mstep: Class 19 contains 72375 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573848.000000 Penalty: 36850.429688
Iteration 411Q: 18 clusters Score -7.557385e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25705 members 
Mstep: Class 3 contains 5053 members 
Mstep: Class 4 contains 41056 members 
Mstep: Class 5 contains 44676 members 
Mstep: Class 6 contains 74666 members 
Mstep: Class 7 contains 38498 members 
Mstep: Class 9 contains 70388 members 
Mstep: Class 10 contains 38864 members 
Mstep: Class 11 contains 63790 members 
Mstep: Class 12 contains 3882 members 
Mstep: Class 13 contains 55598 members 
Mstep: Class 14 contains 9633 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74124 members 
Mstep: Class 19 contains 72175 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574072.000000 Penalty: 36850.429688
Iteration 412Q: 18 clusters Score -7.557407e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25702 members 
Mstep: Class 3 contains 5057 members 
Mstep: Class 4 contains 40899 members 
Mstep: Class 5 contains 44569 members 
Mstep: Class 6 contains 74624 members 
Mstep: Class 7 contains 40056 members 
Mstep: Class 9 contains 70261 members 
Mstep: Class 10 contains 38635 members 
Mstep: Class 11 contains 63425 members 
Mstep: Class 12 contains 3880 members 
Mstep: Class 13 contains 55637 members 
Mstep: Class 14 contains 9425 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73944 members 
Mstep: Class 19 contains 71994 members 
Mstep: Class 20 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574520.000000 Penalty: 36850.429688
Iteration 413Q: 18 clusters Score -7.557452e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 25709 members 
Mstep: Class 3 contains 5048 members 
Mstep: Class 4 contains 40726 members 
Mstep: Class 5 contains 44452 members 
Mstep: Class 6 contains 74533 members 
Mstep: Class 7 contains 41822 members 
Mstep: Class 9 contains 70134 members 
Mstep: Class 10 contains 38357 members 
Mstep: Class 11 contains 62967 members 
Mstep: Class 12 contains 3879 members 
Mstep: Class 13 contains 55713 members 
Mstep: Class 14 contains 9196 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73723 members 
Mstep: Class 19 contains 71851 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574520.000000 Penalty: 36850.429688
Iteration 414Q: 18 clusters Score -7.557452e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 25704 members 
Mstep: Class 3 contains 5049 members 
Mstep: Class 4 contains 40538 members 
Mstep: Class 5 contains 44330 members 
Mstep: Class 6 contains 74440 members 
Mstep: Class 7 contains 43738 members 
Mstep: Class 9 contains 69971 members 
Mstep: Class 10 contains 38048 members 
Mstep: Class 11 contains 62441 members 
Mstep: Class 12 contains 3879 members 
Mstep: Class 13 contains 55802 members 
Mstep: Class 14 contains 8965 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73504 members 
Mstep: Class 19 contains 71701 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575008.000000 Penalty: 36850.429688
Iteration 415Q: 18 clusters Score -7.557501e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 25681 members 
Mstep: Class 3 contains 5054 members 
Mstep: Class 4 contains 40339 members 
Mstep: Class 5 contains 44183 members 
Mstep: Class 6 contains 74323 members 
Mstep: Class 7 contains 45789 members 
Mstep: Class 9 contains 69810 members 
Mstep: Class 10 contains 37749 members 
Mstep: Class 11 contains 61861 members 
Mstep: Class 12 contains 3879 members 
Mstep: Class 13 contains 55860 members 
Mstep: Class 14 contains 8737 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73282 members 
Mstep: Class 19 contains 71563 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575232.000000 Penalty: 36850.429688
Iteration 416Q: 18 clusters Score -7.557523e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 25671 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 40122 members 
Mstep: Class 5 contains 44041 members 
Mstep: Class 6 contains 74172 members 
Mstep: Class 7 contains 47943 members 
Mstep: Class 9 contains 69631 members 
Mstep: Class 10 contains 37447 members 
Mstep: Class 11 contains 61247 members 
Mstep: Class 12 contains 3878 members 
Mstep: Class 13 contains 55953 members 
Mstep: Class 14 contains 8481 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73042 members 
Mstep: Class 19 contains 71424 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575696.000000 Penalty: 36850.429688
Iteration 417Q: 18 clusters Score -7.55757e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25659 members 
Mstep: Class 3 contains 5059 members 
Mstep: Class 4 contains 39913 members 
Mstep: Class 5 contains 43916 members 
Mstep: Class 6 contains 73936 members 
Mstep: Class 7 contains 50160 members 
Mstep: Class 9 contains 69476 members 
Mstep: Class 10 contains 37155 members 
Mstep: Class 11 contains 60589 members 
Mstep: Class 12 contains 3877 members 
Mstep: Class 13 contains 56097 members 
Mstep: Class 14 contains 8193 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72780 members 
Mstep: Class 19 contains 71301 members 
Mstep: Class 20 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575840.000000 Penalty: 36850.429688
Iteration 418Q: 18 clusters Score -7.557584e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 25631 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 39702 members 
Mstep: Class 5 contains 43794 members 
Mstep: Class 6 contains 73599 members 
Mstep: Class 7 contains 52414 members 
Mstep: Class 9 contains 69335 members 
Mstep: Class 10 contains 36841 members 
Mstep: Class 11 contains 59950 members 
Mstep: Class 12 contains 3878 members 
Mstep: Class 13 contains 56270 members 
Mstep: Class 14 contains 7896 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72504 members 
Mstep: Class 19 contains 71238 members 
Mstep: Class 20 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576240.000000 Penalty: 36850.429688
Iteration 419Q: 18 clusters Score -7.557624e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 25595 members 
Mstep: Class 3 contains 5057 members 
Mstep: Class 4 contains 39472 members 
Mstep: Class 5 contains 43698 members 
Mstep: Class 6 contains 73208 members 
Mstep: Class 7 contains 54678 members 
Mstep: Class 9 contains 69130 members 
Mstep: Class 10 contains 36489 members 
Mstep: Class 11 contains 59300 members 
Mstep: Class 12 contains 3880 members 
Mstep: Class 13 contains 56515 members 
Mstep: Class 14 contains 7596 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72240 members 
Mstep: Class 19 contains 71252 members 
Mstep: Class 20 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576592.000000 Penalty: 36850.429688
Iteration 420F: 18 clusters Score -7.557659e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 25571 members 
Mstep: Class 3 contains 5055 members 
Mstep: Class 4 contains 39217 members 
Mstep: Class 5 contains 43571 members 
Mstep: Class 6 contains 72729 members 
Mstep: Class 7 contains 57233 members 
Mstep: Class 9 contains 68938 members 
Mstep: Class 10 contains 36103 members 
Mstep: Class 11 contains 58625 members 
Mstep: Class 12 contains 3882 members 
Mstep: Class 13 contains 56650 members 
Mstep: Class 14 contains 7288 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71954 members 
Mstep: Class 19 contains 71295 members 
Mstep: Class 20 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576896.000000 Penalty: 36850.429688
Iteration 421Q: 18 clusters Score -7.55769e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 25543 members 
Mstep: Class 3 contains 5055 members 
Mstep: Class 4 contains 38954 members 
Mstep: Class 5 contains 43473 members 
Mstep: Class 6 contains 72128 members 
Mstep: Class 7 contains 59851 members 
Mstep: Class 9 contains 68732 members 
Mstep: Class 10 contains 35711 members 
Mstep: Class 11 contains 57917 members 
Mstep: Class 12 contains 3881 members 
Mstep: Class 13 contains 56850 members 
Mstep: Class 14 contains 6958 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71656 members 
Mstep: Class 19 contains 71401 members 
Mstep: Class 20 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576816.000000 Penalty: 36850.429688
Iteration 422Q: 18 clusters Score -7.557682e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 25505 members 
Mstep: Class 3 contains 5047 members 
Mstep: Class 4 contains 38702 members 
Mstep: Class 5 contains 43408 members 
Mstep: Class 6 contains 71501 members 
Mstep: Class 7 contains 62397 members 
Mstep: Class 9 contains 68527 members 
Mstep: Class 10 contains 35296 members 
Mstep: Class 11 contains 57212 members 
Mstep: Class 12 contains 3883 members 
Mstep: Class 13 contains 57072 members 
Mstep: Class 14 contains 6640 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71349 members 
Mstep: Class 19 contains 71572 members 
Mstep: Class 20 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576952.000000 Penalty: 36850.429688
Iteration 423Q: 18 clusters Score -7.557695e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 25485 members 
Mstep: Class 3 contains 5043 members 
Mstep: Class 4 contains 38459 members 
Mstep: Class 5 contains 43376 members 
Mstep: Class 6 contains 70925 members 
Mstep: Class 7 contains 64927 members 
Mstep: Class 9 contains 68323 members 
Mstep: Class 10 contains 34861 members 
Mstep: Class 11 contains 56439 members 
Mstep: Class 12 contains 3884 members 
Mstep: Class 13 contains 57296 members 
Mstep: Class 14 contains 6309 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71039 members 
Mstep: Class 19 contains 71748 members 
Mstep: Class 20 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577200.000000 Penalty: 36850.429688
Iteration 424Q: 18 clusters Score -7.55772e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 25463 members 
Mstep: Class 3 contains 5042 members 
Mstep: Class 4 contains 38263 members 
Mstep: Class 5 contains 43309 members 
Mstep: Class 6 contains 70343 members 
Mstep: Class 7 contains 67287 members 
Mstep: Class 9 contains 68087 members 
Mstep: Class 10 contains 34452 members 
Mstep: Class 11 contains 55705 members 
Mstep: Class 12 contains 3888 members 
Mstep: Class 13 contains 57537 members 
Mstep: Class 14 contains 5948 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 70802 members 
Mstep: Class 19 contains 71988 members 
Mstep: Class 20 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 425Q: 18 clusters Score -7.557734e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 25432 members 
Mstep: Class 3 contains 5039 members 
Mstep: Class 4 contains 38057 members 
Mstep: Class 5 contains 43270 members 
Mstep: Class 6 contains 69766 members 
Mstep: Class 7 contains 69578 members 
Mstep: Class 9 contains 67830 members 
Mstep: Class 10 contains 34085 members 
Mstep: Class 11 contains 55013 members 
Mstep: Class 12 contains 3893 members 
Mstep: Class 13 contains 57727 members 
Mstep: Class 14 contains 5595 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 70613 members 
Mstep: Class 19 contains 72225 members 
Mstep: Class 20 contains 831 members 
Entering Unmasked Estep 
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Iteration 426Q: 18 clusters Score -7.557799e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 25388 members 
Mstep: Class 3 contains 5042 members 
Mstep: Class 4 contains 37908 members 
Mstep: Class 5 contains 43231 members 
Mstep: Class 6 contains 69221 members 
Mstep: Class 7 contains 71690 members 
Mstep: Class 9 contains 67597 members 
Mstep: Class 10 contains 33713 members 
Mstep: Class 11 contains 54373 members 
Mstep: Class 12 contains 3894 members 
Mstep: Class 13 contains 57783 members 
Mstep: Class 14 contains 5308 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 70489 members 
Mstep: Class 19 contains 72498 members 
Mstep: Class 20 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 427Q: 18 clusters Score -7.557837e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 25333 members 
Mstep: Class 3 contains 5039 members 
Mstep: Class 4 contains 37834 members 
Mstep: Class 5 contains 43216 members 
Mstep: Class 6 contains 68848 members 
Mstep: Class 7 contains 73625 members 
Mstep: Class 9 contains 67438 members 
Mstep: Class 10 contains 33339 members 
Mstep: Class 11 contains 53661 members 
Mstep: Class 12 contains 3895 members 
Mstep: Class 13 contains 57683 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 70426 members 
Mstep: Class 19 contains 72748 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
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Iteration 428Q: 18 clusters Score -7.557887e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 25254 members 
Mstep: Class 3 contains 5036 members 
Mstep: Class 4 contains 37807 members 
Mstep: Class 5 contains 43201 members 
Mstep: Class 6 contains 68606 members 
Mstep: Class 7 contains 75219 members 
Mstep: Class 9 contains 67355 members 
Mstep: Class 10 contains 33014 members 
Mstep: Class 11 contains 52977 members 
Mstep: Class 12 contains 3897 members 
Mstep: Class 13 contains 57489 members 
Mstep: Class 14 contains 4872 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 70438 members 
Mstep: Class 19 contains 72991 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
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Iteration 429Q: 18 clusters Score -7.557912e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 25166 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 37806 members 
Mstep: Class 5 contains 43184 members 
Mstep: Class 6 contains 68539 members 
Mstep: Class 7 contains 76627 members 
Mstep: Class 9 contains 67314 members 
Mstep: Class 10 contains 32765 members 
Mstep: Class 11 contains 52298 members 
Mstep: Class 12 contains 3897 members 
Mstep: Class 13 contains 57090 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 70479 members 
Mstep: Class 19 contains 73240 members 
Mstep: Class 20 contains 834 members 
Entering Unmasked Estep 
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Iteration 430Q: 18 clusters Score -7.557902e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 25079 members 
Mstep: Class 3 contains 5032 members 
Mstep: Class 4 contains 37851 members 
Mstep: Class 5 contains 43176 members 
Mstep: Class 6 contains 68527 members 
Mstep: Class 7 contains 77821 members 
Mstep: Class 9 contains 67391 members 
Mstep: Class 10 contains 32547 members 
Mstep: Class 11 contains 51663 members 
Mstep: Class 12 contains 3897 members 
Mstep: Class 13 contains 56439 members 
Mstep: Class 14 contains 4645 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 70584 members 
Mstep: Class 19 contains 73511 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
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Iteration 431Q: 18 clusters Score -7.557918e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 25005 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 37924 members 
Mstep: Class 5 contains 43204 members 
Mstep: Class 6 contains 68607 members 
Mstep: Class 7 contains 78672 members 
Mstep: Class 9 contains 67499 members 
Mstep: Class 10 contains 32378 members 
Mstep: Class 11 contains 51181 members 
Mstep: Class 12 contains 3896 members 
Mstep: Class 13 contains 55668 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 70773 members 
Mstep: Class 19 contains 73729 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
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Iteration 432Q: 18 clusters Score -7.557961e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 24923 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 37997 members 
Mstep: Class 5 contains 43253 members 
Mstep: Class 6 contains 68812 members 
Mstep: Class 7 contains 79206 members 
Mstep: Class 9 contains 67689 members 
Mstep: Class 10 contains 32259 members 
Mstep: Class 11 contains 50770 members 
Mstep: Class 12 contains 3895 members 
Mstep: Class 13 contains 54812 members 
Mstep: Class 14 contains 4593 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 70980 members 
Mstep: Class 19 contains 73949 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
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Iteration 433Q: 18 clusters Score -7.55799e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 24866 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 38086 members 
Mstep: Class 5 contains 43310 members 
Mstep: Class 6 contains 69119 members 
Mstep: Class 7 contains 79444 members 
Mstep: Class 9 contains 67923 members 
Mstep: Class 10 contains 32158 members 
Mstep: Class 11 contains 50442 members 
Mstep: Class 12 contains 3893 members 
Mstep: Class 13 contains 53891 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71194 members 
Mstep: Class 19 contains 74219 members 
Mstep: Class 20 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579768.000000 Penalty: 36850.429688
Iteration 434Q: 18 clusters Score -7.557977e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 24804 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 38151 members 
Mstep: Class 5 contains 43356 members 
Mstep: Class 6 contains 69486 members 
Mstep: Class 7 contains 79494 members 
Mstep: Class 9 contains 68214 members 
Mstep: Class 10 contains 32090 members 
Mstep: Class 11 contains 50208 members 
Mstep: Class 12 contains 3892 members 
Mstep: Class 13 contains 52926 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71422 members 
Mstep: Class 19 contains 74481 members 
Mstep: Class 20 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579136.000000 Penalty: 36850.429688
Iteration 435Q: 18 clusters Score -7.557914e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 24717 members 
Mstep: Class 3 contains 5025 members 
Mstep: Class 4 contains 38230 members 
Mstep: Class 5 contains 43394 members 
Mstep: Class 6 contains 69920 members 
Mstep: Class 7 contains 79414 members 
Mstep: Class 9 contains 68518 members 
Mstep: Class 10 contains 32046 members 
Mstep: Class 11 contains 50024 members 
Mstep: Class 12 contains 3891 members 
Mstep: Class 13 contains 51933 members 
Mstep: Class 14 contains 4655 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71664 members 
Mstep: Class 19 contains 74736 members 
Mstep: Class 20 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578880.000000 Penalty: 36850.429688
Iteration 436Q: 18 clusters Score -7.557888e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 24662 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 38332 members 
Mstep: Class 5 contains 43455 members 
Mstep: Class 6 contains 70388 members 
Mstep: Class 7 contains 79085 members 
Mstep: Class 9 contains 68832 members 
Mstep: Class 10 contains 32029 members 
Mstep: Class 11 contains 49993 members 
Mstep: Class 12 contains 3891 members 
Mstep: Class 13 contains 50910 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 71885 members 
Mstep: Class 19 contains 75013 members 
Mstep: Class 20 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578616.000000 Penalty: 36850.429688
Iteration 437Q: 18 clusters Score -7.557862e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 24612 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 38422 members 
Mstep: Class 5 contains 43548 members 
Mstep: Class 6 contains 70965 members 
Mstep: Class 7 contains 78452 members 
Mstep: Class 9 contains 69097 members 
Mstep: Class 10 contains 32068 members 
Mstep: Class 11 contains 50023 members 
Mstep: Class 12 contains 3893 members 
Mstep: Class 13 contains 49937 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72157 members 
Mstep: Class 19 contains 75292 members 
Mstep: Class 20 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578352.000000 Penalty: 36850.429688
Iteration 438Q: 18 clusters Score -7.557835e+07 nChanged 4295
Entering ConstructFrom: 
Score: -75578352.000000 Penalty: 36850.429688
Entering ConstructFrom: 
Trying to split cluster 1 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -241510.796875 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -241510.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -239466.640625 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -239466.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -239861.140625 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -239861.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -239935.687500 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -239935.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -239995.109375 Penalty: 2456.856689
	Iteration 3Q: 3 clusters Score -239995.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -240035.218750 Penalty: 2456.856689
	Iteration 4Q: 3 clusters Score -240035.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -240065.218750 Penalty: 2456.856689
	Iteration 5Q: 3 clusters Score -240065.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -240088.109375 Penalty: 2456.856689
	Iteration 6Q: 3 clusters Score -240088.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -240104.765625 Penalty: 2456.856689
	Iteration 7Q: 3 clusters Score -240104.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -240113.937500 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -240113.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -240119.562500 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -240119.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -240125.343750 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -240125.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -240131.828125 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -240131.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -240137.578125 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -240137.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -240143.875000 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -240143.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -240148.750000 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -240148.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -240151.281250 Penalty: 2456.856689
	Iteration 15Q: 3 clusters Score -240151.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -240152.375000 Penalty: 2456.856689
	Iteration 16Q: 3 clusters Score -240152.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -240155.421875 Penalty: 2456.856689
	Iteration 17Q: 3 clusters Score -240155.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -240157.218750 Penalty: 2456.856689
	Iteration 18Q: 3 clusters Score -240157.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -240158.640625 Penalty: 2456.856689
	Iteration 19Q: 3 clusters Score -240158.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -240160.953125 Penalty: 2456.856689
	Iteration 20F: 3 clusters Score -240161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -240162.031250 Penalty: 2456.856689
	Iteration 21Q: 3 clusters Score -240162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -240163.062500 Penalty: 2456.856689
	Iteration 22Q: 3 clusters Score -240163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -240164.187500 Penalty: 2456.856689
	Iteration 23Q: 3 clusters Score -240164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -240164.187500 Penalty: 2456.856689
	Iteration 24F: 3 clusters Score -240164.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Entering Unmasked Estep 
Score: -2958712.750000 Penalty: 1642.811035
	Iteration 0F: 2 clusters Score -2958713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2942058.750000 Penalty: 3285.622070
	Iteration 0F: 3 clusters Score -2942059 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2948286.750000 Penalty: 3285.622070
	Iteration 1F: 3 clusters Score -2948287 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2948817.500000 Penalty: 3285.622070
	Iteration 2F: 3 clusters Score -2948818 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2949443.750000 Penalty: 3285.622070
	Iteration 3F: 3 clusters Score -2949444 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2950264.500000 Penalty: 3285.622070
	Iteration 4F: 3 clusters Score -2950264 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2951289.000000 Penalty: 3285.622070
	Iteration 5F: 3 clusters Score -2951289 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2952439.500000 Penalty: 3285.622070
	Iteration 6F: 3 clusters Score -2952440 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2953694.250000 Penalty: 3285.622070
	Iteration 7F: 3 clusters Score -2953694 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2955218.250000 Penalty: 3285.622070
	Iteration 8Q: 3 clusters Score -2955218 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2956604.500000 Penalty: 3285.622070
	Iteration 9Q: 3 clusters Score -2956604 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2956988.500000 Penalty: 3285.622070
	Iteration 10Q: 3 clusters Score -2956988 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2957110.000000 Penalty: 3285.622070
	Iteration 11Q: 3 clusters Score -2957110 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2957174.250000 Penalty: 3285.622070
	Iteration 12Q: 3 clusters Score -2957174 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2957221.250000 Penalty: 3285.622070
	Iteration 13Q: 3 clusters Score -2957221 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2957230.750000 Penalty: 3285.622070
	Iteration 14Q: 3 clusters Score -2957231 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2957245.000000 Penalty: 3285.622070
	Iteration 15Q: 3 clusters Score -2957245 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2957247.000000 Penalty: 3285.622070
	Iteration 16Q: 3 clusters Score -2957247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2957245.500000 Penalty: 3285.622070
	Iteration 17Q: 3 clusters Score -2957246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2957250.500000 Penalty: 3285.622070
	Iteration 18Q: 3 clusters Score -2957250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2957261.500000 Penalty: 3285.622070
	Iteration 19Q: 3 clusters Score -2957262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2957259.750000 Penalty: 3285.622070
	Iteration 20F: 3 clusters Score -2957260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2957260.250000 Penalty: 3285.622070
	Iteration 21Q: 3 clusters Score -2957260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2957259.000000 Penalty: 3285.622070
	Iteration 22Q: 3 clusters Score -2957259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2957256.250000 Penalty: 3285.622070
	Iteration 23Q: 3 clusters Score -2957256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2957257.750000 Penalty: 3285.622070
	Iteration 24Q: 3 clusters Score -2957258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2957258.250000 Penalty: 3285.622070
	Iteration 25Q: 3 clusters Score -2957258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2957261.500000 Penalty: 3285.622070
	Iteration 26Q: 3 clusters Score -2957262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2957263.500000 Penalty: 3285.622070
	Iteration 27Q: 3 clusters Score -2957264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2957266.750000 Penalty: 3285.622070
	Iteration 28Q: 3 clusters Score -2957267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2957275.250000 Penalty: 3285.622070
	Iteration 29Q: 3 clusters Score -2957275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2957274.250000 Penalty: 3285.622070
	Iteration 30Q: 3 clusters Score -2957274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2957280.500000 Penalty: 3285.622070
	Iteration 31Q: 3 clusters Score -2957280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2957271.500000 Penalty: 3285.622070
	Iteration 32Q: 3 clusters Score -2957272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2957274.250000 Penalty: 3285.622070
	Iteration 33Q: 3 clusters Score -2957274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2957280.500000 Penalty: 3285.622070
	Iteration 34Q: 3 clusters Score -2957280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2957284.000000 Penalty: 3285.622070
	Iteration 35Q: 3 clusters Score -2957284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2957286.000000 Penalty: 3285.622070
	Iteration 36Q: 3 clusters Score -2957286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2957288.750000 Penalty: 3285.622070
	Iteration 37Q: 3 clusters Score -2957289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2957287.500000 Penalty: 3285.622070
	Iteration 38Q: 3 clusters Score -2957288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2957290.500000 Penalty: 3285.622070
	Iteration 39Q: 3 clusters Score -2957290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2957292.000000 Penalty: 3285.622070
	Iteration 40F: 3 clusters Score -2957292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2957294.000000 Penalty: 3285.622070
	Iteration 41Q: 3 clusters Score -2957294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2957289.500000 Penalty: 3285.622070
	Iteration 42Q: 3 clusters Score -2957290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2957290.500000 Penalty: 3285.622070
	Iteration 43Q: 3 clusters Score -2957290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2957293.000000 Penalty: 3285.622070
	Iteration 44Q: 3 clusters Score -2957293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2957293.000000 Penalty: 3285.622070
	Iteration 45Q: 3 clusters Score -2957293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2957291.750000 Penalty: 3285.622070
	Iteration 46Q: 3 clusters Score -2957292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2957290.500000 Penalty: 3285.622070
	Iteration 47Q: 3 clusters Score -2957290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2957289.750000 Penalty: 3285.622070
	Iteration 48Q: 3 clusters Score -2957290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2957286.500000 Penalty: 3285.622070
	Iteration 49Q: 3 clusters Score -2957286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2957291.500000 Penalty: 3285.622070
	Iteration 50Q: 3 clusters Score -2957292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2957293.250000 Penalty: 3285.622070
	Iteration 51Q: 3 clusters Score -2957293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2957294.750000 Penalty: 3285.622070
	Iteration 52Q: 3 clusters Score -2957295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2957295.250000 Penalty: 3285.622070
	Iteration 53Q: 3 clusters Score -2957295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2957294.000000 Penalty: 3285.622070
	Iteration 54Q: 3 clusters Score -2957294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2957295.250000 Penalty: 3285.622070
	Iteration 55Q: 3 clusters Score -2957295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2957292.500000 Penalty: 3285.622070
	Iteration 56Q: 3 clusters Score -2957292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2957299.750000 Penalty: 3285.622070
	Iteration 57Q: 3 clusters Score -2957300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2957297.250000 Penalty: 3285.622070
	Iteration 58Q: 3 clusters Score -2957297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2957294.250000 Penalty: 3285.622070
	Iteration 59Q: 3 clusters Score -2957294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2957299.500000 Penalty: 3285.622070
	Iteration 60F: 3 clusters Score -2957300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2957302.750000 Penalty: 3285.622070
	Iteration 61Q: 3 clusters Score -2957303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2957300.000000 Penalty: 3285.622070
	Iteration 62Q: 3 clusters Score -2957300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2957302.250000 Penalty: 3285.622070
	Iteration 63Q: 3 clusters Score -2957302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2957301.250000 Penalty: 3285.622070
	Iteration 64Q: 3 clusters Score -2957301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2957308.250000 Penalty: 3285.622070
	Iteration 65Q: 3 clusters Score -2957308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2957308.500000 Penalty: 3285.622070
	Iteration 66Q: 3 clusters Score -2957308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2957318.000000 Penalty: 3285.622070
	Iteration 67Q: 3 clusters Score -2957318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2957313.000000 Penalty: 3285.622070
	Iteration 68Q: 3 clusters Score -2957313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2957313.750000 Penalty: 3285.622070
	Iteration 69Q: 3 clusters Score -2957314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2957309.750000 Penalty: 3285.622070
	Iteration 70Q: 3 clusters Score -2957310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2957309.500000 Penalty: 3285.622070
	Iteration 71Q: 3 clusters Score -2957310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2957310.500000 Penalty: 3285.622070
	Iteration 72Q: 3 clusters Score -2957310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2957310.000000 Penalty: 3285.622070
	Iteration 73Q: 3 clusters Score -2957310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2957313.750000 Penalty: 3285.622070
	Iteration 74Q: 3 clusters Score -2957314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2957311.000000 Penalty: 3285.622070
	Iteration 75Q: 3 clusters Score -2957311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2957314.000000 Penalty: 3285.622070
	Iteration 76Q: 3 clusters Score -2957314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2957313.750000 Penalty: 3285.622070
	Iteration 77Q: 3 clusters Score -2957314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2957313.750000 Penalty: 3285.622070
	Iteration 78F: 3 clusters Score -2957314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Entering Unmasked Estep 
Score: -617028.937500 Penalty: 1384.011475
	Iteration 0F: 2 clusters Score -617028.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -613059.500000 Penalty: 2768.022949
	Iteration 0F: 3 clusters Score -613059.5 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -614154.875000 Penalty: 2768.022949
	Iteration 1F: 3 clusters Score -614154.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -614321.562500 Penalty: 2768.022949
	Iteration 2F: 3 clusters Score -614321.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -614432.500000 Penalty: 2768.022949
	Iteration 3Q: 3 clusters Score -614432.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -614503.750000 Penalty: 2768.022949
	Iteration 4Q: 3 clusters Score -614503.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -614565.250000 Penalty: 2768.022949
	Iteration 5Q: 3 clusters Score -614565.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -614612.625000 Penalty: 2768.022949
	Iteration 6Q: 3 clusters Score -614612.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -614649.750000 Penalty: 2768.022949
	Iteration 7Q: 3 clusters Score -614649.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -614683.125000 Penalty: 2768.022949
	Iteration 8Q: 3 clusters Score -614683.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -614719.187500 Penalty: 2768.022949
	Iteration 9Q: 3 clusters Score -614719.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -614747.812500 Penalty: 2768.022949
	Iteration 10Q: 3 clusters Score -614747.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -614768.437500 Penalty: 2768.022949
	Iteration 11Q: 3 clusters Score -614768.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -614793.812500 Penalty: 2768.022949
	Iteration 12Q: 3 clusters Score -614793.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -614820.500000 Penalty: 2768.022949
	Iteration 13Q: 3 clusters Score -614820.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -614852.250000 Penalty: 2768.022949
	Iteration 14Q: 3 clusters Score -614852.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -614891.937500 Penalty: 2768.022949
	Iteration 15Q: 3 clusters Score -614891.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -614935.750000 Penalty: 2768.022949
	Iteration 16Q: 3 clusters Score -614935.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -614986.375000 Penalty: 2768.022949
	Iteration 17Q: 3 clusters Score -614986.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -615045.750000 Penalty: 2768.022949
	Iteration 18Q: 3 clusters Score -615045.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -615128.750000 Penalty: 2768.022949
	Iteration 19Q: 3 clusters Score -615128.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -615216.375000 Penalty: 2768.022949
	Iteration 20F: 3 clusters Score -615216.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -615292.687500 Penalty: 2768.022949
	Iteration 21Q: 3 clusters Score -615292.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -615338.437500 Penalty: 2768.022949
	Iteration 22Q: 3 clusters Score -615338.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -615376.312500 Penalty: 2768.022949
	Iteration 23Q: 3 clusters Score -615376.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -615416.875000 Penalty: 2768.022949
	Iteration 24Q: 3 clusters Score -615416.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -615445.625000 Penalty: 2768.022949
	Iteration 25Q: 3 clusters Score -615445.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -615469.062500 Penalty: 2768.022949
	Iteration 26Q: 3 clusters Score -615469.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -615487.625000 Penalty: 2768.022949
	Iteration 27Q: 3 clusters Score -615487.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -615505.687500 Penalty: 2768.022949
	Iteration 28Q: 3 clusters Score -615505.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -615526.937500 Penalty: 2768.022949
	Iteration 29Q: 3 clusters Score -615526.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -615547.187500 Penalty: 2768.022949
	Iteration 30Q: 3 clusters Score -615547.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -615560.187500 Penalty: 2768.022949
	Iteration 31Q: 3 clusters Score -615560.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -615572.250000 Penalty: 2768.022949
	Iteration 32Q: 3 clusters Score -615572.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -615588.375000 Penalty: 2768.022949
	Iteration 33Q: 3 clusters Score -615588.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -615603.375000 Penalty: 2768.022949
	Iteration 34Q: 3 clusters Score -615603.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -615611.250000 Penalty: 2768.022949
	Iteration 35Q: 3 clusters Score -615611.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -615626.250000 Penalty: 2768.022949
	Iteration 36Q: 3 clusters Score -615626.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -615635.000000 Penalty: 2768.022949
	Iteration 37Q: 3 clusters Score -615635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -615649.125000 Penalty: 2768.022949
	Iteration 38Q: 3 clusters Score -615649.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -615672.125000 Penalty: 2768.022949
	Iteration 39Q: 3 clusters Score -615672.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -615711.187500 Penalty: 2768.022949
	Iteration 40F: 3 clusters Score -615711.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -615744.937500 Penalty: 2768.022949
	Iteration 41Q: 3 clusters Score -615744.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -615771.437500 Penalty: 2768.022949
	Iteration 42Q: 3 clusters Score -615771.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -615791.375000 Penalty: 2768.022949
	Iteration 43Q: 3 clusters Score -615791.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -615799.250000 Penalty: 2768.022949
	Iteration 44Q: 3 clusters Score -615799.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -615804.625000 Penalty: 2768.022949
	Iteration 45Q: 3 clusters Score -615804.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -615809.312500 Penalty: 2768.022949
	Iteration 46Q: 3 clusters Score -615809.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -615814.062500 Penalty: 2768.022949
	Iteration 47Q: 3 clusters Score -615814.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -615819.500000 Penalty: 2768.022949
	Iteration 48Q: 3 clusters Score -615819.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -615821.562500 Penalty: 2768.022949
	Iteration 49Q: 3 clusters Score -615821.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -615823.812500 Penalty: 2768.022949
	Iteration 50Q: 3 clusters Score -615823.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -615825.625000 Penalty: 2768.022949
	Iteration 51Q: 3 clusters Score -615825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -615828.437500 Penalty: 2768.022949
	Iteration 52Q: 3 clusters Score -615828.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -615830.312500 Penalty: 2768.022949
	Iteration 53Q: 3 clusters Score -615830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -615834.125000 Penalty: 2768.022949
	Iteration 54Q: 3 clusters Score -615834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -615835.187500 Penalty: 2768.022949
	Iteration 55Q: 3 clusters Score -615835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -615836.062500 Penalty: 2768.022949
	Iteration 56Q: 3 clusters Score -615836.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -615836.062500 Penalty: 2768.022949
	Iteration 57F: 3 clusters Score -615836.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Entering Unmasked Estep 
Score: -4792872.500000 Penalty: 1715.864624
	Iteration 0F: 2 clusters Score -4792872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -4767031.000000 Penalty: 3431.729248
	Iteration 0F: 3 clusters Score -4767031 nChanged 17907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -4777296.500000 Penalty: 3431.729248
	Iteration 1F: 3 clusters Score -4777296 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -4778192.000000 Penalty: 3431.729248
	Iteration 2F: 3 clusters Score -4778192 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -4779389.500000 Penalty: 3431.729248
	Iteration 3F: 3 clusters Score -4779390 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -4781060.500000 Penalty: 3431.729248
	Iteration 4F: 3 clusters Score -4781060 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -4783257.500000 Penalty: 3431.729248
	Iteration 5F: 3 clusters Score -4783258 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -4785721.500000 Penalty: 3431.729248
	Iteration 6F: 3 clusters Score -4785722 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -4787941.000000 Penalty: 3431.729248
	Iteration 7F: 3 clusters Score -4787941 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -4789252.500000 Penalty: 3431.729248
	Iteration 8Q: 3 clusters Score -4789252 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -4789792.000000 Penalty: 3431.729248
	Iteration 9Q: 3 clusters Score -4789792 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -4790033.500000 Penalty: 3431.729248
	Iteration 10Q: 3 clusters Score -4790034 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -4790211.500000 Penalty: 3431.729248
	Iteration 11Q: 3 clusters Score -4790212 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -4790389.500000 Penalty: 3431.729248
	Iteration 12Q: 3 clusters Score -4790390 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -4790525.000000 Penalty: 3431.729248
	Iteration 13Q: 3 clusters Score -4790525 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -4790666.000000 Penalty: 3431.729248
	Iteration 14Q: 3 clusters Score -4790666 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -4790779.000000 Penalty: 3431.729248
	Iteration 15Q: 3 clusters Score -4790779 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -4790894.500000 Penalty: 3431.729248
	Iteration 16Q: 3 clusters Score -4790894 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -4791016.000000 Penalty: 3431.729248
	Iteration 17Q: 3 clusters Score -4791016 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -4791098.500000 Penalty: 3431.729248
	Iteration 18Q: 3 clusters Score -4791098 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -4791164.000000 Penalty: 3431.729248
	Iteration 19Q: 3 clusters Score -4791164 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -4791224.500000 Penalty: 3431.729248
	Iteration 20F: 3 clusters Score -4791224 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -4791302.000000 Penalty: 3431.729248
	Iteration 21Q: 3 clusters Score -4791302 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -4791356.000000 Penalty: 3431.729248
	Iteration 22Q: 3 clusters Score -4791356 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -4791413.500000 Penalty: 3431.729248
	Iteration 23Q: 3 clusters Score -4791414 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -4791466.000000 Penalty: 3431.729248
	Iteration 24Q: 3 clusters Score -4791466 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -4791504.500000 Penalty: 3431.729248
	Iteration 25Q: 3 clusters Score -4791504 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -4791523.000000 Penalty: 3431.729248
	Iteration 26Q: 3 clusters Score -4791523 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -4791539.500000 Penalty: 3431.729248
	Iteration 27Q: 3 clusters Score -4791540 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -4791561.000000 Penalty: 3431.729248
	Iteration 28Q: 3 clusters Score -4791561 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -4791585.000000 Penalty: 3431.729248
	Iteration 29Q: 3 clusters Score -4791585 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -4791609.000000 Penalty: 3431.729248
	Iteration 30Q: 3 clusters Score -4791609 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -4791624.000000 Penalty: 3431.729248
	Iteration 31Q: 3 clusters Score -4791624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -4791639.500000 Penalty: 3431.729248
	Iteration 32Q: 3 clusters Score -4791640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -4791643.000000 Penalty: 3431.729248
	Iteration 33Q: 3 clusters Score -4791643 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4791657.500000 Penalty: 3431.729248
	Iteration 34Q: 3 clusters Score -4791658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -4791669.500000 Penalty: 3431.729248
	Iteration 35Q: 3 clusters Score -4791670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -4791669.500000 Penalty: 3431.729248
	Iteration 36Q: 3 clusters Score -4791670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -4791673.500000 Penalty: 3431.729248
	Iteration 37Q: 3 clusters Score -4791674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -4791674.500000 Penalty: 3431.729248
	Iteration 38Q: 3 clusters Score -4791674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -4791685.500000 Penalty: 3431.729248
	Iteration 39Q: 3 clusters Score -4791686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -4791693.000000 Penalty: 3431.729248
	Iteration 40F: 3 clusters Score -4791693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -4791691.500000 Penalty: 3431.729248
	Iteration 41Q: 3 clusters Score -4791692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -4791690.500000 Penalty: 3431.729248
	Iteration 42Q: 3 clusters Score -4791690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -4791694.000000 Penalty: 3431.729248
	Iteration 43Q: 3 clusters Score -4791694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -4791690.500000 Penalty: 3431.729248
	Iteration 44Q: 3 clusters Score -4791690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -4791691.500000 Penalty: 3431.729248
	Iteration 45Q: 3 clusters Score -4791692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -4791688.500000 Penalty: 3431.729248
	Iteration 46Q: 3 clusters Score -4791688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -4791696.000000 Penalty: 3431.729248
	Iteration 47Q: 3 clusters Score -4791696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -4791695.000000 Penalty: 3431.729248
	Iteration 48Q: 3 clusters Score -4791695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -4791695.000000 Penalty: 3431.729248
	Iteration 49Q: 3 clusters Score -4791695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -4791695.000000 Penalty: 3431.729248
	Iteration 50Q: 3 clusters Score -4791695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -4791692.500000 Penalty: 3431.729248
	Iteration 51Q: 3 clusters Score -4791692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -4791690.500000 Penalty: 3431.729248
	Iteration 52Q: 3 clusters Score -4791690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -4791694.500000 Penalty: 3431.729248
	Iteration 53Q: 3 clusters Score -4791694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -4791694.500000 Penalty: 3431.729248
	Iteration 54F: 3 clusters Score -4791694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Entering Unmasked Estep 
Score: -5421053.500000 Penalty: 1736.031616
	Iteration 0F: 2 clusters Score -5421054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -5391899.000000 Penalty: 3472.063232
	Iteration 0F: 3 clusters Score -5391899 nChanged 20366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -5403575.000000 Penalty: 3472.063232
	Iteration 1F: 3 clusters Score -5403575 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -5404132.500000 Penalty: 3472.063232
	Iteration 2Q: 3 clusters Score -5404132 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -5404677.000000 Penalty: 3472.063232
	Iteration 3Q: 3 clusters Score -5404677 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -5405357.500000 Penalty: 3472.063232
	Iteration 4Q: 3 clusters Score -5405358 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -5406246.000000 Penalty: 3472.063232
	Iteration 5Q: 3 clusters Score -5406246 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -5407478.000000 Penalty: 3472.063232
	Iteration 6Q: 3 clusters Score -5407478 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -5409181.000000 Penalty: 3472.063232
	Iteration 7F: 3 clusters Score -5409181 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -5411181.000000 Penalty: 3472.063232
	Iteration 8F: 3 clusters Score -5411181 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -5413185.500000 Penalty: 3472.063232
	Iteration 9F: 3 clusters Score -5413186 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -5414808.500000 Penalty: 3472.063232
	Iteration 10Q: 3 clusters Score -5414808 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -5415965.000000 Penalty: 3472.063232
	Iteration 11Q: 3 clusters Score -5415965 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -5416745.000000 Penalty: 3472.063232
	Iteration 12Q: 3 clusters Score -5416745 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -5417347.500000 Penalty: 3472.063232
	Iteration 13Q: 3 clusters Score -5417348 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -5417851.000000 Penalty: 3472.063232
	Iteration 14Q: 3 clusters Score -5417851 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -5418201.500000 Penalty: 3472.063232
	Iteration 15Q: 3 clusters Score -5418202 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -5418534.500000 Penalty: 3472.063232
	Iteration 16Q: 3 clusters Score -5418534 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -5418792.000000 Penalty: 3472.063232
	Iteration 17Q: 3 clusters Score -5418792 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -5418985.500000 Penalty: 3472.063232
	Iteration 18Q: 3 clusters Score -5418986 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -5419136.000000 Penalty: 3472.063232
	Iteration 19Q: 3 clusters Score -5419136 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -5419269.000000 Penalty: 3472.063232
	Iteration 20F: 3 clusters Score -5419269 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -5419342.500000 Penalty: 3472.063232
	Iteration 21Q: 3 clusters Score -5419342 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -5419386.500000 Penalty: 3472.063232
	Iteration 22Q: 3 clusters Score -5419386 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -5419436.000000 Penalty: 3472.063232
	Iteration 23Q: 3 clusters Score -5419436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -5419464.000000 Penalty: 3472.063232
	Iteration 24Q: 3 clusters Score -5419464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -5419496.000000 Penalty: 3472.063232
	Iteration 25Q: 3 clusters Score -5419496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -5419516.500000 Penalty: 3472.063232
	Iteration 26Q: 3 clusters Score -5419516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -5419540.000000 Penalty: 3472.063232
	Iteration 27Q: 3 clusters Score -5419540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -5419540.000000 Penalty: 3472.063232
	Iteration 28Q: 3 clusters Score -5419540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -5419546.500000 Penalty: 3472.063232
	Iteration 29Q: 3 clusters Score -5419546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -5419546.500000 Penalty: 3472.063232
	Iteration 30Q: 3 clusters Score -5419546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -5419556.000000 Penalty: 3472.063232
	Iteration 31Q: 3 clusters Score -5419556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -5419561.500000 Penalty: 3472.063232
	Iteration 32Q: 3 clusters Score -5419562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -5419566.000000 Penalty: 3472.063232
	Iteration 33Q: 3 clusters Score -5419566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -5419571.500000 Penalty: 3472.063232
	Iteration 34Q: 3 clusters Score -5419572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -5419570.000000 Penalty: 3472.063232
	Iteration 35Q: 3 clusters Score -5419570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -5419574.000000 Penalty: 3472.063232
	Iteration 36Q: 3 clusters Score -5419574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -5419575.500000 Penalty: 3472.063232
	Iteration 37Q: 3 clusters Score -5419576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -5419575.500000 Penalty: 3472.063232
	Iteration 38F: 3 clusters Score -5419576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71613 members 
Entering Unmasked Estep 
Score: -8863363.000000 Penalty: 1816.592773
	Iteration 0F: 2 clusters Score -8863363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -8816780.000000 Penalty: 3633.185547
	Iteration 0F: 3 clusters Score -8816780 nChanged 33979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -8836588.000000 Penalty: 3633.185547
	Iteration 1F: 3 clusters Score -8836588 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -8837440.000000 Penalty: 3633.185547
	Iteration 2Q: 3 clusters Score -8837440 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -8838464.000000 Penalty: 3633.185547
	Iteration 3Q: 3 clusters Score -8838464 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -8839925.000000 Penalty: 3633.185547
	Iteration 4Q: 3 clusters Score -8839925 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -8842117.000000 Penalty: 3633.185547
	Iteration 5F: 3 clusters Score -8842117 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -8845300.000000 Penalty: 3633.185547
	Iteration 6F: 3 clusters Score -8845300 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -8849353.000000 Penalty: 3633.185547
	Iteration 7F: 3 clusters Score -8849353 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61428 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -8853579.000000 Penalty: 3633.185547
	Iteration 8F: 3 clusters Score -8853579 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -8856774.000000 Penalty: 3633.185547
	Iteration 9F: 3 clusters Score -8856774 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67954 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -8859068.000000 Penalty: 3633.185547
	Iteration 10Q: 3 clusters Score -8859068 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -8860373.000000 Penalty: 3633.185547
	Iteration 11Q: 3 clusters Score -8860373 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70442 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8861061.000000 Penalty: 3633.185547
	Iteration 12Q: 3 clusters Score -8861061 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70894 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8861437.000000 Penalty: 3633.185547
	Iteration 13Q: 3 clusters Score -8861437 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8861630.000000 Penalty: 3633.185547
	Iteration 14Q: 3 clusters Score -8861630 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8861726.000000 Penalty: 3633.185547
	Iteration 15Q: 3 clusters Score -8861726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71275 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8861784.000000 Penalty: 3633.185547
	Iteration 16Q: 3 clusters Score -8861784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71299 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8861828.000000 Penalty: 3633.185547
	Iteration 17Q: 3 clusters Score -8861828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8861854.000000 Penalty: 3633.185547
	Iteration 18Q: 3 clusters Score -8861854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71332 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8861869.000000 Penalty: 3633.185547
	Iteration 19Q: 3 clusters Score -8861869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71338 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8861883.000000 Penalty: 3633.185547
	Iteration 20F: 3 clusters Score -8861883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71345 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8861905.000000 Penalty: 3633.185547
	Iteration 21Q: 3 clusters Score -8861905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71351 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8861933.000000 Penalty: 3633.185547
	Iteration 22Q: 3 clusters Score -8861933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71356 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8861944.000000 Penalty: 3633.185547
	Iteration 23Q: 3 clusters Score -8861944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71360 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8861955.000000 Penalty: 3633.185547
	Iteration 24Q: 3 clusters Score -8861955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71362 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8861967.000000 Penalty: 3633.185547
	Iteration 25Q: 3 clusters Score -8861967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71363 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8861969.000000 Penalty: 3633.185547
	Iteration 26Q: 3 clusters Score -8861969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8861972.000000 Penalty: 3633.185547
	Iteration 27Q: 3 clusters Score -8861972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71367 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8861971.000000 Penalty: 3633.185547
	Iteration 28Q: 3 clusters Score -8861971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71369 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8861975.000000 Penalty: 3633.185547
	Iteration 29Q: 3 clusters Score -8861975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71371 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8861972.000000 Penalty: 3633.185547
	Iteration 30Q: 3 clusters Score -8861972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71371 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8861972.000000 Penalty: 3633.185547
	Iteration 31F: 3 clusters Score -8861972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (77684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77684 members 
Entering Unmasked Estep 
Score: -9718091.000000 Penalty: 1829.815796
	Iteration 0F: 2 clusters Score -9718091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -9670227.000000 Penalty: 3659.631592
	Iteration 0F: 3 clusters Score -9670227 nChanged 36851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -9691371.000000 Penalty: 3659.631592
	Iteration 1F: 3 clusters Score -9691371 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -9692035.000000 Penalty: 3659.631592
	Iteration 2Q: 3 clusters Score -9692035 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -9692921.000000 Penalty: 3659.631592
	Iteration 3Q: 3 clusters Score -9692921 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -9694193.000000 Penalty: 3659.631592
	Iteration 4Q: 3 clusters Score -9694193 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -9696312.000000 Penalty: 3659.631592
	Iteration 5F: 3 clusters Score -9696312 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -9699704.000000 Penalty: 3659.631592
	Iteration 6F: 3 clusters Score -9699704 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -9704484.000000 Penalty: 3659.631592
	Iteration 7F: 3 clusters Score -9704484 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -9709781.000000 Penalty: 3659.631592
	Iteration 8F: 3 clusters Score -9709781 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 73114 members 
Entering Unmasked Estep 
Score: -9713606.000000 Penalty: 3659.631592
	Iteration 9F: 3 clusters Score -9713606 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -9715334.000000 Penalty: 3659.631592
	Iteration 10Q: 3 clusters Score -9715334 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 76900 members 
Entering Unmasked Estep 
Score: -9716007.000000 Penalty: 3659.631592
	Iteration 11Q: 3 clusters Score -9716007 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -9716242.000000 Penalty: 3659.631592
	Iteration 12Q: 3 clusters Score -9716242 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 77368 members 
Entering Unmasked Estep 
Score: -9716333.000000 Penalty: 3659.631592
	Iteration 13Q: 3 clusters Score -9716333 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 77410 members 
Entering Unmasked Estep 
Score: -9716376.000000 Penalty: 3659.631592
	Iteration 14Q: 3 clusters Score -9716376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 77432 members 
Entering Unmasked Estep 
Score: -9716410.000000 Penalty: 3659.631592
	Iteration 15Q: 3 clusters Score -9716410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -9716422.000000 Penalty: 3659.631592
	Iteration 16Q: 3 clusters Score -9716422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 77454 members 
Entering Unmasked Estep 
Score: -9716437.000000 Penalty: 3659.631592
	Iteration 17Q: 3 clusters Score -9716437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -9716447.000000 Penalty: 3659.631592
	Iteration 18Q: 3 clusters Score -9716447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 77464 members 
Entering Unmasked Estep 
Score: -9716462.000000 Penalty: 3659.631592
	Iteration 19Q: 3 clusters Score -9716462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 77469 members 
Entering Unmasked Estep 
Score: -9716468.000000 Penalty: 3659.631592
	Iteration 20F: 3 clusters Score -9716468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 77469 members 
Entering Unmasked Estep 
Score: -9716473.000000 Penalty: 3659.631592
	Iteration 21Q: 3 clusters Score -9716473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 77473 members 
Entering Unmasked Estep 
Score: -9716470.000000 Penalty: 3659.631592
	Iteration 22Q: 3 clusters Score -9716470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 77479 members 
Entering Unmasked Estep 
Score: -9716473.000000 Penalty: 3659.631592
	Iteration 23Q: 3 clusters Score -9716473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 77483 members 
Entering Unmasked Estep 
Score: -9716482.000000 Penalty: 3659.631592
	Iteration 24Q: 3 clusters Score -9716482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 77483 members 
Entering Unmasked Estep 
Score: -9716482.000000 Penalty: 3659.631592
	Iteration 25F: 3 clusters Score -9716482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (69308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69308 members 
Entering Unmasked Estep 
Score: -8635948.000000 Penalty: 1811.276245
	Iteration 0F: 2 clusters Score -8635948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -8590823.000000 Penalty: 3622.552490
	Iteration 0F: 3 clusters Score -8590823 nChanged 32880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -8609445.000000 Penalty: 3622.552490
	Iteration 1F: 3 clusters Score -8609445 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -8610078.000000 Penalty: 3622.552490
	Iteration 2Q: 3 clusters Score -8610078 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -8610787.000000 Penalty: 3622.552490
	Iteration 3Q: 3 clusters Score -8610787 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -8611807.000000 Penalty: 3622.552490
	Iteration 4Q: 3 clusters Score -8611807 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -8613104.000000 Penalty: 3622.552490
	Iteration 5Q: 3 clusters Score -8613104 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -8614991.000000 Penalty: 3622.552490
	Iteration 6Q: 3 clusters Score -8614991 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -8617575.000000 Penalty: 3622.552490
	Iteration 7F: 3 clusters Score -8617575 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -8620449.000000 Penalty: 3622.552490
	Iteration 8F: 3 clusters Score -8620449 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -8622354.000000 Penalty: 3622.552490
	Iteration 9F: 3 clusters Score -8622354 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -8623218.000000 Penalty: 3622.552490
	Iteration 10Q: 3 clusters Score -8623218 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -8623567.000000 Penalty: 3622.552490
	Iteration 11Q: 3 clusters Score -8623567 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -8623762.000000 Penalty: 3622.552490
	Iteration 12Q: 3 clusters Score -8623762 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -8623918.000000 Penalty: 3622.552490
	Iteration 13Q: 3 clusters Score -8623918 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -8624062.000000 Penalty: 3622.552490
	Iteration 14Q: 3 clusters Score -8624062 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -8624224.000000 Penalty: 3622.552490
	Iteration 15Q: 3 clusters Score -8624224 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -8624387.000000 Penalty: 3622.552490
	Iteration 16Q: 3 clusters Score -8624387 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -8624623.000000 Penalty: 3622.552490
	Iteration 17Q: 3 clusters Score -8624623 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -8624854.000000 Penalty: 3622.552490
	Iteration 18Q: 3 clusters Score -8624854 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -8625100.000000 Penalty: 3622.552490
	Iteration 19Q: 3 clusters Score -8625100 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -8625341.000000 Penalty: 3622.552490
	Iteration 20F: 3 clusters Score -8625341 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -8625645.000000 Penalty: 3622.552490
	Iteration 21Q: 3 clusters Score -8625645 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -8625970.000000 Penalty: 3622.552490
	Iteration 22Q: 3 clusters Score -8625970 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -8626338.000000 Penalty: 3622.552490
	Iteration 23Q: 3 clusters Score -8626338 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -8626790.000000 Penalty: 3622.552490
	Iteration 24Q: 3 clusters Score -8626790 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -8627219.000000 Penalty: 3622.552490
	Iteration 25Q: 3 clusters Score -8627219 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -8627593.000000 Penalty: 3622.552490
	Iteration 26Q: 3 clusters Score -8627593 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 58441 members 
Entering Unmasked Estep 
Score: -8628107.000000 Penalty: 3622.552490
	Iteration 27Q: 3 clusters Score -8628107 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 59507 members 
Entering Unmasked Estep 
Score: -8628561.000000 Penalty: 3622.552490
	Iteration 28Q: 3 clusters Score -8628561 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -8629040.000000 Penalty: 3622.552490
	Iteration 29Q: 3 clusters Score -8629040 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -8629620.000000 Penalty: 3622.552490
	Iteration 30Q: 3 clusters Score -8629620 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -8630235.000000 Penalty: 3622.552490
	Iteration 31Q: 3 clusters Score -8630235 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -8630901.000000 Penalty: 3622.552490
	Iteration 32Q: 3 clusters Score -8630901 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 64631 members 
Entering Unmasked Estep 
Score: -8631450.000000 Penalty: 3622.552490
	Iteration 33Q: 3 clusters Score -8631450 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -8631958.000000 Penalty: 3622.552490
	Iteration 34Q: 3 clusters Score -8631958 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -8632421.000000 Penalty: 3622.552490
	Iteration 35Q: 3 clusters Score -8632421 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 66642 members 
Entering Unmasked Estep 
Score: -8632833.000000 Penalty: 3622.552490
	Iteration 36Q: 3 clusters Score -8632833 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -8633151.000000 Penalty: 3622.552490
	Iteration 37Q: 3 clusters Score -8633151 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 67492 members 
Entering Unmasked Estep 
Score: -8633422.000000 Penalty: 3622.552490
	Iteration 38Q: 3 clusters Score -8633422 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -8633646.000000 Penalty: 3622.552490
	Iteration 39Q: 3 clusters Score -8633646 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 68011 members 
Entering Unmasked Estep 
Score: -8633826.000000 Penalty: 3622.552490
	Iteration 40F: 3 clusters Score -8633826 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
Score: -8633936.000000 Penalty: 3622.552490
	Iteration 41Q: 3 clusters Score -8633936 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -8634051.000000 Penalty: 3622.552490
	Iteration 42Q: 3 clusters Score -8634051 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -8634122.000000 Penalty: 3622.552490
	Iteration 43Q: 3 clusters Score -8634122 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -8634195.000000 Penalty: 3622.552490
	Iteration 44Q: 3 clusters Score -8634195 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 68523 members 
Entering Unmasked Estep 
Score: -8634237.000000 Penalty: 3622.552490
	Iteration 45Q: 3 clusters Score -8634237 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -8634272.000000 Penalty: 3622.552490
	Iteration 46Q: 3 clusters Score -8634272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 68607 members 
Entering Unmasked Estep 
Score: -8634299.000000 Penalty: 3622.552490
	Iteration 47Q: 3 clusters Score -8634299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -8634337.000000 Penalty: 3622.552490
	Iteration 48Q: 3 clusters Score -8634337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -8634353.000000 Penalty: 3622.552490
	Iteration 49Q: 3 clusters Score -8634353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -8634350.000000 Penalty: 3622.552490
	Iteration 50Q: 3 clusters Score -8634350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 68676 members 
Entering Unmasked Estep 
Score: -8634358.000000 Penalty: 3622.552490
	Iteration 51Q: 3 clusters Score -8634358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -8634357.000000 Penalty: 3622.552490
	Iteration 52Q: 3 clusters Score -8634357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -8634374.000000 Penalty: 3622.552490
	Iteration 53Q: 3 clusters Score -8634374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -8634377.000000 Penalty: 3622.552490
	Iteration 54Q: 3 clusters Score -8634377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -8634391.000000 Penalty: 3622.552490
	Iteration 55Q: 3 clusters Score -8634391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 68711 members 
Entering Unmasked Estep 
Score: -8634389.000000 Penalty: 3622.552490
	Iteration 56Q: 3 clusters Score -8634389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -8634390.000000 Penalty: 3622.552490
	Iteration 57Q: 3 clusters Score -8634390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 68718 members 
Entering Unmasked Estep 
Score: -8634402.000000 Penalty: 3622.552490
	Iteration 58Q: 3 clusters Score -8634402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -8634401.000000 Penalty: 3622.552490
	Iteration 59Q: 3 clusters Score -8634401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 68722 members 
Entering Unmasked Estep 
Score: -8634401.000000 Penalty: 3622.552490
	Iteration 60F: 3 clusters Score -8634401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 68725 members 
Entering Unmasked Estep 
Score: -8634402.000000 Penalty: 3622.552490
	Iteration 61Q: 3 clusters Score -8634402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 68726 members 
Entering Unmasked Estep 
Score: -8634404.000000 Penalty: 3622.552490
	Iteration 62Q: 3 clusters Score -8634404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -8634410.000000 Penalty: 3622.552490
	Iteration 63Q: 3 clusters Score -8634410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 68729 members 
Entering Unmasked Estep 
Score: -8634404.000000 Penalty: 3622.552490
	Iteration 64Q: 3 clusters Score -8634404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -8634402.000000 Penalty: 3622.552490
	Iteration 65Q: 3 clusters Score -8634402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -8634402.000000 Penalty: 3622.552490
	Iteration 66F: 3 clusters Score -8634402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Entering Unmasked Estep 
Score: -3995357.750000 Penalty: 1686.300659
	Iteration 0F: 2 clusters Score -3995358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3973769.000000 Penalty: 3372.601318
	Iteration 0F: 3 clusters Score -3973769 nChanged 14885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -3982018.750000 Penalty: 3372.601318
	Iteration 1F: 3 clusters Score -3982019 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -3982337.500000 Penalty: 3372.601318
	Iteration 2Q: 3 clusters Score -3982338 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -3982645.750000 Penalty: 3372.601318
	Iteration 3Q: 3 clusters Score -3982646 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3983022.000000 Penalty: 3372.601318
	Iteration 4Q: 3 clusters Score -3983022 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3983497.750000 Penalty: 3372.601318
	Iteration 5Q: 3 clusters Score -3983498 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3984202.250000 Penalty: 3372.601318
	Iteration 6Q: 3 clusters Score -3984202 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -3985191.750000 Penalty: 3372.601318
	Iteration 7F: 3 clusters Score -3985192 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3986507.750000 Penalty: 3372.601318
	Iteration 8F: 3 clusters Score -3986508 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3988121.250000 Penalty: 3372.601318
	Iteration 9F: 3 clusters Score -3988121 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -3989702.000000 Penalty: 3372.601318
	Iteration 10F: 3 clusters Score -3989702 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3991025.500000 Penalty: 3372.601318
	Iteration 11Q: 3 clusters Score -3991026 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3991927.000000 Penalty: 3372.601318
	Iteration 12Q: 3 clusters Score -3991927 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -3992551.000000 Penalty: 3372.601318
	Iteration 13Q: 3 clusters Score -3992551 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3992991.000000 Penalty: 3372.601318
	Iteration 14Q: 3 clusters Score -3992991 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3993282.500000 Penalty: 3372.601318
	Iteration 15Q: 3 clusters Score -3993282 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3993501.500000 Penalty: 3372.601318
	Iteration 16Q: 3 clusters Score -3993502 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3993653.000000 Penalty: 3372.601318
	Iteration 17Q: 3 clusters Score -3993653 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3993756.000000 Penalty: 3372.601318
	Iteration 18Q: 3 clusters Score -3993756 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3993837.750000 Penalty: 3372.601318
	Iteration 19Q: 3 clusters Score -3993838 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3993925.750000 Penalty: 3372.601318
	Iteration 20F: 3 clusters Score -3993926 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3993970.000000 Penalty: 3372.601318
	Iteration 21Q: 3 clusters Score -3993970 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3994006.250000 Penalty: 3372.601318
	Iteration 22Q: 3 clusters Score -3994006 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3994047.750000 Penalty: 3372.601318
	Iteration 23Q: 3 clusters Score -3994048 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3994074.750000 Penalty: 3372.601318
	Iteration 24Q: 3 clusters Score -3994075 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3994086.250000 Penalty: 3372.601318
	Iteration 25Q: 3 clusters Score -3994086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3994092.250000 Penalty: 3372.601318
	Iteration 26Q: 3 clusters Score -3994092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3994103.000000 Penalty: 3372.601318
	Iteration 27Q: 3 clusters Score -3994103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3994104.750000 Penalty: 3372.601318
	Iteration 28Q: 3 clusters Score -3994105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3994114.500000 Penalty: 3372.601318
	Iteration 29Q: 3 clusters Score -3994114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3994124.750000 Penalty: 3372.601318
	Iteration 30Q: 3 clusters Score -3994125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3994130.500000 Penalty: 3372.601318
	Iteration 31Q: 3 clusters Score -3994130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3994135.500000 Penalty: 3372.601318
	Iteration 32Q: 3 clusters Score -3994136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3994138.750000 Penalty: 3372.601318
	Iteration 33Q: 3 clusters Score -3994139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3994137.000000 Penalty: 3372.601318
	Iteration 34Q: 3 clusters Score -3994137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3994138.250000 Penalty: 3372.601318
	Iteration 35Q: 3 clusters Score -3994138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3994137.750000 Penalty: 3372.601318
	Iteration 36Q: 3 clusters Score -3994138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3994136.750000 Penalty: 3372.601318
	Iteration 37Q: 3 clusters Score -3994137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3994136.750000 Penalty: 3372.601318
	Iteration 38F: 3 clusters Score -3994137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Entering Unmasked Estep 
Score: -6239056.500000 Penalty: 1758.541870
	Iteration 0F: 2 clusters Score -6239056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -6205795.000000 Penalty: 3517.083740
	Iteration 0F: 3 clusters Score -6205795 nChanged 23391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -6218685.000000 Penalty: 3517.083740
	Iteration 1F: 3 clusters Score -6218685 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -6219127.500000 Penalty: 3517.083740
	Iteration 2Q: 3 clusters Score -6219128 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -6219563.500000 Penalty: 3517.083740
	Iteration 3Q: 3 clusters Score -6219564 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -6220089.500000 Penalty: 3517.083740
	Iteration 4Q: 3 clusters Score -6220090 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -6220873.500000 Penalty: 3517.083740
	Iteration 5Q: 3 clusters Score -6220874 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -6221994.500000 Penalty: 3517.083740
	Iteration 6Q: 3 clusters Score -6221994 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -6223564.500000 Penalty: 3517.083740
	Iteration 7Q: 3 clusters Score -6223564 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -6225346.000000 Penalty: 3517.083740
	Iteration 8F: 3 clusters Score -6225346 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -6227382.500000 Penalty: 3517.083740
	Iteration 9F: 3 clusters Score -6227382 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -6229255.500000 Penalty: 3517.083740
	Iteration 10F: 3 clusters Score -6229256 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -6230728.500000 Penalty: 3517.083740
	Iteration 11Q: 3 clusters Score -6230728 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -6231677.000000 Penalty: 3517.083740
	Iteration 12Q: 3 clusters Score -6231677 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -6232412.000000 Penalty: 3517.083740
	Iteration 13Q: 3 clusters Score -6232412 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -6232941.500000 Penalty: 3517.083740
	Iteration 14Q: 3 clusters Score -6232942 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -6233331.000000 Penalty: 3517.083740
	Iteration 15Q: 3 clusters Score -6233331 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -6233663.000000 Penalty: 3517.083740
	Iteration 16Q: 3 clusters Score -6233663 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -6234036.000000 Penalty: 3517.083740
	Iteration 17Q: 3 clusters Score -6234036 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -6234333.500000 Penalty: 3517.083740
	Iteration 18Q: 3 clusters Score -6234334 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -6234586.500000 Penalty: 3517.083740
	Iteration 19Q: 3 clusters Score -6234586 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -6234885.500000 Penalty: 3517.083740
	Iteration 20F: 3 clusters Score -6234886 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -6235208.000000 Penalty: 3517.083740
	Iteration 21Q: 3 clusters Score -6235208 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -6235478.000000 Penalty: 3517.083740
	Iteration 22Q: 3 clusters Score -6235478 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -6235720.500000 Penalty: 3517.083740
	Iteration 23Q: 3 clusters Score -6235720 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -6235983.500000 Penalty: 3517.083740
	Iteration 24Q: 3 clusters Score -6235984 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -6236173.500000 Penalty: 3517.083740
	Iteration 25Q: 3 clusters Score -6236174 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -6236379.000000 Penalty: 3517.083740
	Iteration 26Q: 3 clusters Score -6236379 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -6236559.500000 Penalty: 3517.083740
	Iteration 27Q: 3 clusters Score -6236560 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -6236729.500000 Penalty: 3517.083740
	Iteration 28Q: 3 clusters Score -6236730 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -6236867.000000 Penalty: 3517.083740
	Iteration 29Q: 3 clusters Score -6236867 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -6236950.000000 Penalty: 3517.083740
	Iteration 30Q: 3 clusters Score -6236950 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6237041.000000 Penalty: 3517.083740
	Iteration 31Q: 3 clusters Score -6237041 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -6237125.500000 Penalty: 3517.083740
	Iteration 32Q: 3 clusters Score -6237126 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6237202.000000 Penalty: 3517.083740
	Iteration 33Q: 3 clusters Score -6237202 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6237251.500000 Penalty: 3517.083740
	Iteration 34Q: 3 clusters Score -6237252 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6237297.500000 Penalty: 3517.083740
	Iteration 35Q: 3 clusters Score -6237298 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6237342.000000 Penalty: 3517.083740
	Iteration 36Q: 3 clusters Score -6237342 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6237370.500000 Penalty: 3517.083740
	Iteration 37Q: 3 clusters Score -6237370 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6237395.000000 Penalty: 3517.083740
	Iteration 38Q: 3 clusters Score -6237395 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6237429.500000 Penalty: 3517.083740
	Iteration 39Q: 3 clusters Score -6237430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6237452.000000 Penalty: 3517.083740
	Iteration 40F: 3 clusters Score -6237452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6237478.500000 Penalty: 3517.083740
	Iteration 41Q: 3 clusters Score -6237478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6237485.000000 Penalty: 3517.083740
	Iteration 42Q: 3 clusters Score -6237485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6237479.000000 Penalty: 3517.083740
	Iteration 43Q: 3 clusters Score -6237479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6237485.500000 Penalty: 3517.083740
	Iteration 44Q: 3 clusters Score -6237486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6237491.000000 Penalty: 3517.083740
	Iteration 45Q: 3 clusters Score -6237491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6237500.500000 Penalty: 3517.083740
	Iteration 46Q: 3 clusters Score -6237500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6237503.500000 Penalty: 3517.083740
	Iteration 47Q: 3 clusters Score -6237504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6237506.000000 Penalty: 3517.083740
	Iteration 48Q: 3 clusters Score -6237506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6237513.000000 Penalty: 3517.083740
	Iteration 49Q: 3 clusters Score -6237513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -6237515.500000 Penalty: 3517.083740
	Iteration 50Q: 3 clusters Score -6237516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6237524.500000 Penalty: 3517.083740
	Iteration 51Q: 3 clusters Score -6237524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6237521.500000 Penalty: 3517.083740
	Iteration 52Q: 3 clusters Score -6237522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6237534.000000 Penalty: 3517.083740
	Iteration 53Q: 3 clusters Score -6237534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6237527.000000 Penalty: 3517.083740
	Iteration 54Q: 3 clusters Score -6237527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6237535.500000 Penalty: 3517.083740
	Iteration 55Q: 3 clusters Score -6237536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6237548.000000 Penalty: 3517.083740
	Iteration 56Q: 3 clusters Score -6237548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6237549.000000 Penalty: 3517.083740
	Iteration 57Q: 3 clusters Score -6237549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6237547.000000 Penalty: 3517.083740
	Iteration 58Q: 3 clusters Score -6237547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6237548.500000 Penalty: 3517.083740
	Iteration 59Q: 3 clusters Score -6237548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6237550.000000 Penalty: 3517.083740
	Iteration 60F: 3 clusters Score -6237550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6237554.500000 Penalty: 3517.083740
	Iteration 61Q: 3 clusters Score -6237554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6237556.500000 Penalty: 3517.083740
	Iteration 62Q: 3 clusters Score -6237556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6237558.000000 Penalty: 3517.083740
	Iteration 63Q: 3 clusters Score -6237558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6237563.000000 Penalty: 3517.083740
	Iteration 64Q: 3 clusters Score -6237563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6237563.500000 Penalty: 3517.083740
	Iteration 65Q: 3 clusters Score -6237564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6237563.500000 Penalty: 3517.083740
	Iteration 66F: 3 clusters Score -6237564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Entering Unmasked Estep 
Score: -450842.531250 Penalty: 1343.418701
	Iteration 0F: 2 clusters Score -450842.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -447674.875000 Penalty: 2686.837402
	Iteration 0F: 3 clusters Score -447674.9 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -448657.218750 Penalty: 2686.837402
	Iteration 1F: 3 clusters Score -448657.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -449008.031250 Penalty: 2686.837402
	Iteration 2F: 3 clusters Score -449008 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -449351.843750 Penalty: 2686.837402
	Iteration 3F: 3 clusters Score -449351.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -449737.593750 Penalty: 2686.837402
	Iteration 4F: 3 clusters Score -449737.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -450138.218750 Penalty: 2686.837402
	Iteration 5F: 3 clusters Score -450138.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -450378.250000 Penalty: 2686.837402
	Iteration 6F: 3 clusters Score -450378.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -450490.875000 Penalty: 2686.837402
	Iteration 7Q: 3 clusters Score -450490.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -450570.781250 Penalty: 2686.837402
	Iteration 8Q: 3 clusters Score -450570.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -450621.218750 Penalty: 2686.837402
	Iteration 9Q: 3 clusters Score -450621.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -450647.125000 Penalty: 2686.837402
	Iteration 10Q: 3 clusters Score -450647.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -450662.218750 Penalty: 2686.837402
	Iteration 11Q: 3 clusters Score -450662.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -450675.875000 Penalty: 2686.837402
	Iteration 12Q: 3 clusters Score -450675.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -450688.593750 Penalty: 2686.837402
	Iteration 13Q: 3 clusters Score -450688.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -450694.031250 Penalty: 2686.837402
	Iteration 14Q: 3 clusters Score -450694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -450697.156250 Penalty: 2686.837402
	Iteration 15Q: 3 clusters Score -450697.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -450700.437500 Penalty: 2686.837402
	Iteration 16Q: 3 clusters Score -450700.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -450704.312500 Penalty: 2686.837402
	Iteration 17Q: 3 clusters Score -450704.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -450707.781250 Penalty: 2686.837402
	Iteration 18Q: 3 clusters Score -450707.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -450709.875000 Penalty: 2686.837402
	Iteration 19Q: 3 clusters Score -450709.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -450819.625000 Penalty: 2686.837402
	Iteration 20F: 3 clusters Score -450819.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -451049.281250 Penalty: 2686.837402
	Iteration 21Q: 3 clusters Score -451049.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -451094.562500 Penalty: 2686.837402
	Iteration 22Q: 3 clusters Score -451094.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -451104.437500 Penalty: 2686.837402
	Iteration 23Q: 3 clusters Score -451104.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -451109.687500 Penalty: 2686.837402
	Iteration 24Q: 3 clusters Score -451109.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -451113.875000 Penalty: 2686.837402
	Iteration 25Q: 3 clusters Score -451113.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -451115.687500 Penalty: 2686.837402
	Iteration 26Q: 3 clusters Score -451115.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -451116.687500 Penalty: 2686.837402
	Iteration 27Q: 3 clusters Score -451116.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -451117.187500 Penalty: 2686.837402
	Iteration 28Q: 3 clusters Score -451117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -451116.781250 Penalty: 2686.837402
	Iteration 29Q: 3 clusters Score -451116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -451118.375000 Penalty: 2686.837402
	Iteration 30Q: 3 clusters Score -451118.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -451119.343750 Penalty: 2686.837402
	Iteration 31Q: 3 clusters Score -451119.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -451121.093750 Penalty: 2686.837402
	Iteration 32Q: 3 clusters Score -451121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -451122.812500 Penalty: 2686.837402
	Iteration 33Q: 3 clusters Score -451122.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -451123.250000 Penalty: 2686.837402
	Iteration 34Q: 3 clusters Score -451123.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -451123.250000 Penalty: 2686.837402
	Iteration 35F: 3 clusters Score -451123.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 24578 members 
Mstep: Class 3 contains 4999 members 
Mstep: Class 4 contains 38529 members 
Mstep: Class 5 contains 43620 members 
Mstep: Class 6 contains 71613 members 
Mstep: Class 7 contains 77684 members 
Mstep: Class 8 contains 3465 members 
Mstep: Class 9 contains 69308 members 
Mstep: Class 10 contains 32120 members 
Mstep: Class 11 contains 50101 members 
Mstep: Class 12 contains 429 members 
Mstep: Class 13 contains 48972 members 
Mstep: Class 14 contains 4718 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72411 members 
Mstep: Class 19 contains 75625 members 
Mstep: Class 20 contains 832 members 
Entering Unmasked Estep 
Score: -75577424.000000 Penalty: 39018.101562
Splitting cluster 12 changes total score from -75578352.000000 to -75577424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (48972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Entering Unmasked Estep 
Score: -6063444.500000 Penalty: 1754.838135
	Iteration 0F: 2 clusters Score -6063444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -6030729.000000 Penalty: 3509.676270
	Iteration 0F: 3 clusters Score -6030729 nChanged 22948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -6043923.500000 Penalty: 3509.676270
	Iteration 1F: 3 clusters Score -6043924 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -6044685.500000 Penalty: 3509.676270
	Iteration 2Q: 3 clusters Score -6044686 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -6045733.000000 Penalty: 3509.676270
	Iteration 3Q: 3 clusters Score -6045733 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -6047423.500000 Penalty: 3509.676270
	Iteration 4F: 3 clusters Score -6047424 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -6050226.000000 Penalty: 3509.676270
	Iteration 5F: 3 clusters Score -6050226 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -6054058.000000 Penalty: 3509.676270
	Iteration 6F: 3 clusters Score -6054058 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -6057980.000000 Penalty: 3509.676270
	Iteration 7F: 3 clusters Score -6057980 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -6060410.000000 Penalty: 3509.676270
	Iteration 8Q: 3 clusters Score -6060410 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -6061355.000000 Penalty: 3509.676270
	Iteration 9Q: 3 clusters Score -6061355 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -6061691.500000 Penalty: 3509.676270
	Iteration 10Q: 3 clusters Score -6061692 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -6061791.000000 Penalty: 3509.676270
	Iteration 11Q: 3 clusters Score -6061791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -6061842.000000 Penalty: 3509.676270
	Iteration 12Q: 3 clusters Score -6061842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -6061874.500000 Penalty: 3509.676270
	Iteration 13Q: 3 clusters Score -6061874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -6061883.500000 Penalty: 3509.676270
	Iteration 14Q: 3 clusters Score -6061884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -6061893.500000 Penalty: 3509.676270
	Iteration 15Q: 3 clusters Score -6061894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -6061896.000000 Penalty: 3509.676270
	Iteration 16Q: 3 clusters Score -6061896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -6061896.000000 Penalty: 3509.676270
	Iteration 17F: 3 clusters Score -6061896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Entering Unmasked Estep 
Score: -583993.937500 Penalty: 1374.610229
	Iteration 0F: 2 clusters Score -583993.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -580177.125000 Penalty: 2749.220459
	Iteration 0F: 3 clusters Score -580177.1 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -581177.687500 Penalty: 2749.220459
	Iteration 1F: 3 clusters Score -581177.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -581347.250000 Penalty: 2749.220459
	Iteration 2F: 3 clusters Score -581347.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -581454.125000 Penalty: 2749.220459
	Iteration 3Q: 3 clusters Score -581454.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -581525.187500 Penalty: 2749.220459
	Iteration 4Q: 3 clusters Score -581525.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -581572.312500 Penalty: 2749.220459
	Iteration 5Q: 3 clusters Score -581572.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -581611.312500 Penalty: 2749.220459
	Iteration 6Q: 3 clusters Score -581611.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -581641.375000 Penalty: 2749.220459
	Iteration 7Q: 3 clusters Score -581641.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -581661.687500 Penalty: 2749.220459
	Iteration 8Q: 3 clusters Score -581661.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -581685.312500 Penalty: 2749.220459
	Iteration 9Q: 3 clusters Score -581685.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -581709.312500 Penalty: 2749.220459
	Iteration 10Q: 3 clusters Score -581709.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -581731.750000 Penalty: 2749.220459
	Iteration 11Q: 3 clusters Score -581731.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -581751.812500 Penalty: 2749.220459
	Iteration 12Q: 3 clusters Score -581751.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -581777.312500 Penalty: 2749.220459
	Iteration 13Q: 3 clusters Score -581777.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -581806.062500 Penalty: 2749.220459
	Iteration 14Q: 3 clusters Score -581806.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -581833.250000 Penalty: 2749.220459
	Iteration 15Q: 3 clusters Score -581833.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -581858.437500 Penalty: 2749.220459
	Iteration 16Q: 3 clusters Score -581858.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -581887.250000 Penalty: 2749.220459
	Iteration 17Q: 3 clusters Score -581887.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -581932.312500 Penalty: 2749.220459
	Iteration 18Q: 3 clusters Score -581932.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -581983.062500 Penalty: 2749.220459
	Iteration 19Q: 3 clusters Score -581983.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -582048.687500 Penalty: 2749.220459
	Iteration 20F: 3 clusters Score -582048.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -582121.000000 Penalty: 2749.220459
	Iteration 21Q: 3 clusters Score -582121 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -582191.000000 Penalty: 2749.220459
	Iteration 22Q: 3 clusters Score -582191 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -582291.937500 Penalty: 2749.220459
	Iteration 23Q: 3 clusters Score -582291.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -582396.750000 Penalty: 2749.220459
	Iteration 24Q: 3 clusters Score -582396.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -582515.625000 Penalty: 2749.220459
	Iteration 25Q: 3 clusters Score -582515.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -582598.375000 Penalty: 2749.220459
	Iteration 26Q: 3 clusters Score -582598.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -582664.875000 Penalty: 2749.220459
	Iteration 27Q: 3 clusters Score -582664.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -582716.625000 Penalty: 2749.220459
	Iteration 28Q: 3 clusters Score -582716.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -582756.437500 Penalty: 2749.220459
	Iteration 29Q: 3 clusters Score -582756.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -582794.687500 Penalty: 2749.220459
	Iteration 30Q: 3 clusters Score -582794.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -582818.062500 Penalty: 2749.220459
	Iteration 31Q: 3 clusters Score -582818.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -582826.125000 Penalty: 2749.220459
	Iteration 32Q: 3 clusters Score -582826.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -582835.250000 Penalty: 2749.220459
	Iteration 33Q: 3 clusters Score -582835.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -582841.000000 Penalty: 2749.220459
	Iteration 34Q: 3 clusters Score -582841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -582850.500000 Penalty: 2749.220459
	Iteration 35Q: 3 clusters Score -582850.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -582856.187500 Penalty: 2749.220459
	Iteration 36Q: 3 clusters Score -582856.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -582859.125000 Penalty: 2749.220459
	Iteration 37Q: 3 clusters Score -582859.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -582862.250000 Penalty: 2749.220459
	Iteration 38Q: 3 clusters Score -582862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -582863.000000 Penalty: 2749.220459
	Iteration 39Q: 3 clusters Score -582863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -582863.625000 Penalty: 2749.220459
	Iteration 40F: 3 clusters Score -582863.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -582864.125000 Penalty: 2749.220459
	Iteration 41Q: 3 clusters Score -582864.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -582864.812500 Penalty: 2749.220459
	Iteration 42Q: 3 clusters Score -582864.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -582865.687500 Penalty: 2749.220459
	Iteration 43Q: 3 clusters Score -582865.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -582865.625000 Penalty: 2749.220459
	Iteration 44Q: 3 clusters Score -582865.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -582867.187500 Penalty: 2749.220459
	Iteration 45Q: 3 clusters Score -582867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -582865.687500 Penalty: 2749.220459
	Iteration 46Q: 3 clusters Score -582865.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -582865.687500 Penalty: 2749.220459
	Iteration 47F: 3 clusters Score -582865.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56142.101562 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55198.589844 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55198.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55286.828125 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55286.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -55322.949219 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -55322.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55334.210938 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55334.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55342.792969 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55342.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55343.605469 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55343.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55343.605469 Penalty: 1890.561035
	Iteration 6F: 3 clusters Score -55343.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72411 members 
Entering Unmasked Estep 
Score: -9012241.000000 Penalty: 1818.393433
	Iteration 0F: 2 clusters Score -9012241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -8965108.000000 Penalty: 3636.786865
	Iteration 0F: 3 clusters Score -8965108 nChanged 34264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -8984671.000000 Penalty: 3636.786865
	Iteration 1F: 3 clusters Score -8984671 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -8985647.000000 Penalty: 3636.786865
	Iteration 2Q: 3 clusters Score -8985647 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -8986877.000000 Penalty: 3636.786865
	Iteration 3Q: 3 clusters Score -8986877 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -8988538.000000 Penalty: 3636.786865
	Iteration 4Q: 3 clusters Score -8988538 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -8990848.000000 Penalty: 3636.786865
	Iteration 5F: 3 clusters Score -8990848 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -8994073.000000 Penalty: 3636.786865
	Iteration 6F: 3 clusters Score -8994073 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -8997524.000000 Penalty: 3636.786865
	Iteration 7F: 3 clusters Score -8997524 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 58321 members 
Entering Unmasked Estep 
Score: -9000791.000000 Penalty: 3636.786865
	Iteration 8F: 3 clusters Score -9000791 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -9003359.000000 Penalty: 3636.786865
	Iteration 9Q: 3 clusters Score -9003359 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 64090 members 
Entering Unmasked Estep 
Score: -9005257.000000 Penalty: 3636.786865
	Iteration 10Q: 3 clusters Score -9005257 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 66157 members 
Entering Unmasked Estep 
Score: -9006751.000000 Penalty: 3636.786865
	Iteration 11Q: 3 clusters Score -9006751 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 67791 members 
Entering Unmasked Estep 
Score: -9007816.000000 Penalty: 3636.786865
	Iteration 12Q: 3 clusters Score -9007816 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -9008647.000000 Penalty: 3636.786865
	Iteration 13Q: 3 clusters Score -9008647 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 70090 members 
Entering Unmasked Estep 
Score: -9009296.000000 Penalty: 3636.786865
	Iteration 14Q: 3 clusters Score -9009296 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 70812 members 
Entering Unmasked Estep 
Score: -9009788.000000 Penalty: 3636.786865
	Iteration 15Q: 3 clusters Score -9009788 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 71300 members 
Entering Unmasked Estep 
Score: -9010080.000000 Penalty: 3636.786865
	Iteration 16Q: 3 clusters Score -9010080 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 71594 members 
Entering Unmasked Estep 
Score: -9010264.000000 Penalty: 3636.786865
	Iteration 17Q: 3 clusters Score -9010264 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -9010386.000000 Penalty: 3636.786865
	Iteration 18Q: 3 clusters Score -9010386 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 71888 members 
Entering Unmasked Estep 
Score: -9010468.000000 Penalty: 3636.786865
	Iteration 19Q: 3 clusters Score -9010468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 71950 members 
Entering Unmasked Estep 
Score: -9010510.000000 Penalty: 3636.786865
	Iteration 20F: 3 clusters Score -9010510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 71991 members 
Entering Unmasked Estep 
Score: -9010543.000000 Penalty: 3636.786865
	Iteration 21Q: 3 clusters Score -9010543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 72021 members 
Entering Unmasked Estep 
Score: -9010570.000000 Penalty: 3636.786865
	Iteration 22Q: 3 clusters Score -9010570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 72049 members 
Entering Unmasked Estep 
Score: -9010604.000000 Penalty: 3636.786865
	Iteration 23Q: 3 clusters Score -9010604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
Score: -9010619.000000 Penalty: 3636.786865
	Iteration 24Q: 3 clusters Score -9010619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 72088 members 
Entering Unmasked Estep 
Score: -9010633.000000 Penalty: 3636.786865
	Iteration 25Q: 3 clusters Score -9010633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -9010643.000000 Penalty: 3636.786865
	Iteration 26Q: 3 clusters Score -9010643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 72107 members 
Entering Unmasked Estep 
Score: -9010660.000000 Penalty: 3636.786865
	Iteration 27Q: 3 clusters Score -9010660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 72116 members 
Entering Unmasked Estep 
Score: -9010660.000000 Penalty: 3636.786865
	Iteration 28Q: 3 clusters Score -9010660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 72123 members 
Entering Unmasked Estep 
Score: -9010667.000000 Penalty: 3636.786865
	Iteration 29Q: 3 clusters Score -9010667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 72125 members 
Entering Unmasked Estep 
Score: -9010670.000000 Penalty: 3636.786865
	Iteration 30Q: 3 clusters Score -9010670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 72128 members 
Entering Unmasked Estep 
Score: -9010671.000000 Penalty: 3636.786865
	Iteration 31Q: 3 clusters Score -9010671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 72131 members 
Entering Unmasked Estep 
Score: -9010673.000000 Penalty: 3636.786865
	Iteration 32Q: 3 clusters Score -9010673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 72132 members 
Entering Unmasked Estep 
Score: -9010676.000000 Penalty: 3636.786865
	Iteration 33Q: 3 clusters Score -9010676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 72132 members 
Entering Unmasked Estep 
Score: -9010676.000000 Penalty: 3636.786865
	Iteration 34F: 3 clusters Score -9010676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (75625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75625 members 
Entering Unmasked Estep 
Score: -9352962.000000 Penalty: 1825.450684
	Iteration 0F: 2 clusters Score -9352962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -9304707.000000 Penalty: 3650.901367
	Iteration 0F: 3 clusters Score -9304707 nChanged 35825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -9325215.000000 Penalty: 3650.901367
	Iteration 1F: 3 clusters Score -9325215 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -9325774.000000 Penalty: 3650.901367
	Iteration 2Q: 3 clusters Score -9325774 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -9326350.000000 Penalty: 3650.901367
	Iteration 3Q: 3 clusters Score -9326350 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -9327236.000000 Penalty: 3650.901367
	Iteration 4Q: 3 clusters Score -9327236 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -9328567.000000 Penalty: 3650.901367
	Iteration 5Q: 3 clusters Score -9328567 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -9330970.000000 Penalty: 3650.901367
	Iteration 6Q: 3 clusters Score -9330970 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -9334635.000000 Penalty: 3650.901367
	Iteration 7F: 3 clusters Score -9334635 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -9338772.000000 Penalty: 3650.901367
	Iteration 8F: 3 clusters Score -9338772 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -9341998.000000 Penalty: 3650.901367
	Iteration 9F: 3 clusters Score -9341998 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -9343719.000000 Penalty: 3650.901367
	Iteration 10Q: 3 clusters Score -9343719 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -9344399.000000 Penalty: 3650.901367
	Iteration 11Q: 3 clusters Score -9344399 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -9344695.000000 Penalty: 3650.901367
	Iteration 12Q: 3 clusters Score -9344695 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -9344852.000000 Penalty: 3650.901367
	Iteration 13Q: 3 clusters Score -9344852 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -9344978.000000 Penalty: 3650.901367
	Iteration 14Q: 3 clusters Score -9344978 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -9345109.000000 Penalty: 3650.901367
	Iteration 15Q: 3 clusters Score -9345109 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -9345228.000000 Penalty: 3650.901367
	Iteration 16Q: 3 clusters Score -9345228 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -9345338.000000 Penalty: 3650.901367
	Iteration 17Q: 3 clusters Score -9345338 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -9345402.000000 Penalty: 3650.901367
	Iteration 18Q: 3 clusters Score -9345402 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -9345567.000000 Penalty: 3650.901367
	Iteration 19Q: 3 clusters Score -9345567 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -9345703.000000 Penalty: 3650.901367
	Iteration 20F: 3 clusters Score -9345703 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -9345773.000000 Penalty: 3650.901367
	Iteration 21Q: 3 clusters Score -9345773 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -9345888.000000 Penalty: 3650.901367
	Iteration 22Q: 3 clusters Score -9345888 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -9345933.000000 Penalty: 3650.901367
	Iteration 23Q: 3 clusters Score -9345933 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -9346007.000000 Penalty: 3650.901367
	Iteration 24Q: 3 clusters Score -9346007 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -9346076.000000 Penalty: 3650.901367
	Iteration 25Q: 3 clusters Score -9346076 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -9346194.000000 Penalty: 3650.901367
	Iteration 26Q: 3 clusters Score -9346194 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -9346296.000000 Penalty: 3650.901367
	Iteration 27Q: 3 clusters Score -9346296 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -9346358.000000 Penalty: 3650.901367
	Iteration 28Q: 3 clusters Score -9346358 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -9346417.000000 Penalty: 3650.901367
	Iteration 29Q: 3 clusters Score -9346417 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -9346487.000000 Penalty: 3650.901367
	Iteration 30Q: 3 clusters Score -9346487 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -9346634.000000 Penalty: 3650.901367
	Iteration 31Q: 3 clusters Score -9346634 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -9346704.000000 Penalty: 3650.901367
	Iteration 32Q: 3 clusters Score -9346704 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -9346808.000000 Penalty: 3650.901367
	Iteration 33Q: 3 clusters Score -9346808 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -9346886.000000 Penalty: 3650.901367
	Iteration 34Q: 3 clusters Score -9346886 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -9346999.000000 Penalty: 3650.901367
	Iteration 35Q: 3 clusters Score -9346999 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -9347105.000000 Penalty: 3650.901367
	Iteration 36Q: 3 clusters Score -9347105 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -9347262.000000 Penalty: 3650.901367
	Iteration 37Q: 3 clusters Score -9347262 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -9347419.000000 Penalty: 3650.901367
	Iteration 38Q: 3 clusters Score -9347419 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -9347556.000000 Penalty: 3650.901367
	Iteration 39Q: 3 clusters Score -9347556 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -9347731.000000 Penalty: 3650.901367
	Iteration 40F: 3 clusters Score -9347731 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -9347886.000000 Penalty: 3650.901367
	Iteration 41Q: 3 clusters Score -9347886 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -9348046.000000 Penalty: 3650.901367
	Iteration 42Q: 3 clusters Score -9348046 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -9348176.000000 Penalty: 3650.901367
	Iteration 43Q: 3 clusters Score -9348176 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -9348296.000000 Penalty: 3650.901367
	Iteration 44Q: 3 clusters Score -9348296 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -9348401.000000 Penalty: 3650.901367
	Iteration 45Q: 3 clusters Score -9348401 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -9348484.000000 Penalty: 3650.901367
	Iteration 46Q: 3 clusters Score -9348484 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -9348598.000000 Penalty: 3650.901367
	Iteration 47Q: 3 clusters Score -9348598 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -9348708.000000 Penalty: 3650.901367
	Iteration 48Q: 3 clusters Score -9348708 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -9348859.000000 Penalty: 3650.901367
	Iteration 49Q: 3 clusters Score -9348859 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -9348974.000000 Penalty: 3650.901367
	Iteration 50Q: 3 clusters Score -9348974 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -9349072.000000 Penalty: 3650.901367
	Iteration 51Q: 3 clusters Score -9349072 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -9349224.000000 Penalty: 3650.901367
	Iteration 52Q: 3 clusters Score -9349224 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -9349345.000000 Penalty: 3650.901367
	Iteration 53Q: 3 clusters Score -9349345 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -9349449.000000 Penalty: 3650.901367
	Iteration 54Q: 3 clusters Score -9349449 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -9349636.000000 Penalty: 3650.901367
	Iteration 55Q: 3 clusters Score -9349636 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -9349726.000000 Penalty: 3650.901367
	Iteration 56Q: 3 clusters Score -9349726 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -9349915.000000 Penalty: 3650.901367
	Iteration 57Q: 3 clusters Score -9349915 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -9350092.000000 Penalty: 3650.901367
	Iteration 58Q: 3 clusters Score -9350092 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -9350256.000000 Penalty: 3650.901367
	Iteration 59Q: 3 clusters Score -9350256 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -9350455.000000 Penalty: 3650.901367
	Iteration 60F: 3 clusters Score -9350455 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -9350685.000000 Penalty: 3650.901367
	Iteration 61Q: 3 clusters Score -9350685 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -9350901.000000 Penalty: 3650.901367
	Iteration 62Q: 3 clusters Score -9350901 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -9351083.000000 Penalty: 3650.901367
	Iteration 63Q: 3 clusters Score -9351083 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -9351246.000000 Penalty: 3650.901367
	Iteration 64Q: 3 clusters Score -9351246 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -9351373.000000 Penalty: 3650.901367
	Iteration 65Q: 3 clusters Score -9351373 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -9351486.000000 Penalty: 3650.901367
	Iteration 66Q: 3 clusters Score -9351486 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -9351583.000000 Penalty: 3650.901367
	Iteration 67Q: 3 clusters Score -9351583 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60430 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -9351668.000000 Penalty: 3650.901367
	Iteration 68Q: 3 clusters Score -9351668 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -9351658.000000 Penalty: 3650.901367
	Iteration 69Q: 3 clusters Score -9351658 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -9351681.000000 Penalty: 3650.901367
	Iteration 70Q: 3 clusters Score -9351681 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9351715 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64602 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9351759 nChanged 756
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65991 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9351804 nChanged 424
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9351818 nChanged 335
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Mstep: Class 1 contains 67244 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9351874 nChanged 292
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67536 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9351834 nChanged 233
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Mstep: Class 1 contains 67769 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9351825 nChanged 194
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Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9351962 nChanged 535
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Mstep: Class 1 contains 68498 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9351994 nChanged 486
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Mstep: Class 1 contains 68984 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9352028 nChanged 449
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Mstep: Class 1 contains 69425 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9352061 nChanged 377
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Mstep: Class 1 contains 69800 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9352047 nChanged 336
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Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9351995 nChanged 294
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Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9352010 nChanged 244
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70674 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9351987 nChanged 218
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Mstep: Class 1 contains 70892 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9351977 nChanged 181
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Mstep: Class 1 contains 71073 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71237 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9351952 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71389 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9351915 nChanged 139
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Mstep: Class 1 contains 71528 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9351905 nChanged 128
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Mstep: Class 1 contains 71814 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9351874 nChanged 114
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Mstep: Class 1 contains 71928 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9351843 nChanged 100
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Mstep: Class 1 contains 72028 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9351787 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9351777 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72216 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9351765 nChanged 85
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Mstep: Class 1 contains 72301 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72354 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9351789 nChanged 60
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Mstep: Class 1 contains 72414 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9351777 nChanged 72
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Mstep: Class 1 contains 72486 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9351752 nChanged 66
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Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9351728 nChanged 62
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Mstep: Class 1 contains 72614 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9351714 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9351719 nChanged 49
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Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9351719 nChanged 57
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Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9351695 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72881 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9351675 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72932 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9351665 nChanged 53
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Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9351668 nChanged 40
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Mstep: Class 1 contains 73025 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9351641 nChanged 39
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Mstep: Class 1 contains 73064 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9351648 nChanged 37
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Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9351653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73142 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9351656 nChanged 43
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Mstep: Class 1 contains 73185 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9351662 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9351657 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73251 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9351646 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9351622 nChanged 50
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Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9351614 nChanged 44
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Mstep: Class 1 contains 73385 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9351595 nChanged 35
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Mstep: Class 1 contains 73418 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9351592 nChanged 26
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Mstep: Class 1 contains 73440 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9351604 nChanged 31
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Mstep: Class 1 contains 73471 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9351602 nChanged 38
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Mstep: Class 1 contains 73509 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9351585 nChanged 29
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Mstep: Class 1 contains 73538 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9351572 nChanged 24
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Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9351577 nChanged 22
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Mstep: Class 1 contains 73584 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9351603 nChanged 31
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Mstep: Class 1 contains 73615 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9351598 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9351601 nChanged 33
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Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9351588 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73706 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9351587 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9351584 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73738 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9351580 nChanged 16
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Mstep: Class 1 contains 73754 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9351576 nChanged 13
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Mstep: Class 1 contains 73767 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9351566 nChanged 21
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Mstep: Class 1 contains 73786 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9351561 nChanged 22
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Mstep: Class 1 contains 73806 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9351571 nChanged 27
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Mstep: Class 1 contains 73833 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9351577 nChanged 32
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Mstep: Class 1 contains 73865 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9351576 nChanged 35
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Mstep: Class 1 contains 73898 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9351572 nChanged 39
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Mstep: Class 1 contains 73937 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9351545 nChanged 41
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Mstep: Class 1 contains 73978 members 
Mstep: Class 2 contains 1647 members 
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	Iteration 143Q: 3 clusters Score -9351544 nChanged 39
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Mstep: Class 2 contains 1610 members 
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	Iteration 144Q: 3 clusters Score -9351545 nChanged 25
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Mstep: Class 2 contains 1587 members 
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	Iteration 145Q: 3 clusters Score -9351546 nChanged 24
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9351525 nChanged 31
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9351558 nChanged 38
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9351549 nChanged 51
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Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9351542 nChanged 44
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Mstep: Class 1 contains 74218 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9351537 nChanged 34
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Mstep: Class 2 contains 1375 members 
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	Iteration 151Q: 3 clusters Score -9351546 nChanged 38
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Mstep: Class 1 contains 74284 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9351548 nChanged 29
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Mstep: Class 1 contains 74313 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9351559 nChanged 24
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Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9351562 nChanged 24
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Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9351561 nChanged 22
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Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9351563 nChanged 18
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Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9351569 nChanged 16
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Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9351543 nChanged 11
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Mstep: Class 2 contains 1197 members 
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	Iteration 159Q: 3 clusters Score -9351556 nChanged 11
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Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9351556 nChanged 14
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9351545 nChanged 9
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Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9351554 nChanged 11
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Entering Unmasked Estep 
Score: -9351556.000000 Penalty: 3650.901367
	Iteration 163Q: 3 clusters Score -9351556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74486 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -9351569.000000 Penalty: 3650.901367
	Iteration 164Q: 3 clusters Score -9351569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9351561.000000 Penalty: 3650.901367
	Iteration 165Q: 3 clusters Score -9351561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74516 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -9351560.000000 Penalty: 3650.901367
	Iteration 166Q: 3 clusters Score -9351560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74529 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -9351558.000000 Penalty: 3650.901367
	Iteration 167Q: 3 clusters Score -9351558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9351562.000000 Penalty: 3650.901367
	Iteration 168Q: 3 clusters Score -9351562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -9351574.000000 Penalty: 3650.901367
	Iteration 169Q: 3 clusters Score -9351574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74571 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9351572.000000 Penalty: 3650.901367
	Iteration 170Q: 3 clusters Score -9351572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74586 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9351577.000000 Penalty: 3650.901367
	Iteration 171Q: 3 clusters Score -9351577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9351573.000000 Penalty: 3650.901367
	Iteration 172Q: 3 clusters Score -9351573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74614 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9351584.000000 Penalty: 3650.901367
	Iteration 173Q: 3 clusters Score -9351584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -9351585.000000 Penalty: 3650.901367
	Iteration 174Q: 3 clusters Score -9351585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74632 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -9351585.000000 Penalty: 3650.901367
	Iteration 175Q: 3 clusters Score -9351585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74638 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9351583.000000 Penalty: 3650.901367
	Iteration 176Q: 3 clusters Score -9351583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -9351579.000000 Penalty: 3650.901367
	Iteration 177Q: 3 clusters Score -9351579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9351590.000000 Penalty: 3650.901367
	Iteration 178Q: 3 clusters Score -9351590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74692 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -9351591.000000 Penalty: 3650.901367
	Iteration 179Q: 3 clusters Score -9351591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74708 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9351588.000000 Penalty: 3650.901367
	Iteration 180F: 3 clusters Score -9351588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74725 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9351595.000000 Penalty: 3650.901367
	Iteration 181Q: 3 clusters Score -9351595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74735 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9351599.000000 Penalty: 3650.901367
	Iteration 182Q: 3 clusters Score -9351599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74740 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9351592.000000 Penalty: 3650.901367
	Iteration 183Q: 3 clusters Score -9351592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -9351598.000000 Penalty: 3650.901367
	Iteration 184Q: 3 clusters Score -9351598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9351603.000000 Penalty: 3650.901367
	Iteration 185Q: 3 clusters Score -9351603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74752 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9351593.000000 Penalty: 3650.901367
	Iteration 186Q: 3 clusters Score -9351593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9351596.000000 Penalty: 3650.901367
	Iteration 187Q: 3 clusters Score -9351596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9351586.000000 Penalty: 3650.901367
	Iteration 188Q: 3 clusters Score -9351586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9351600.000000 Penalty: 3650.901367
	Iteration 189Q: 3 clusters Score -9351600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9351589.000000 Penalty: 3650.901367
	Iteration 190Q: 3 clusters Score -9351589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9351597.000000 Penalty: 3650.901367
	Iteration 191Q: 3 clusters Score -9351597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -9351595.000000 Penalty: 3650.901367
	Iteration 192Q: 3 clusters Score -9351595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9351594.000000 Penalty: 3650.901367
	Iteration 193Q: 3 clusters Score -9351594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -9351592.000000 Penalty: 3650.901367
	Iteration 194Q: 3 clusters Score -9351592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -9351591.000000 Penalty: 3650.901367
	Iteration 195Q: 3 clusters Score -9351591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74795 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9351592.000000 Penalty: 3650.901367
	Iteration 196Q: 3 clusters Score -9351592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74801 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9351592.000000 Penalty: 3650.901367
	Iteration 197Q: 3 clusters Score -9351592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74810 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9351585.000000 Penalty: 3650.901367
	Iteration 198Q: 3 clusters Score -9351585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74820 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9351580.000000 Penalty: 3650.901367
	Iteration 199Q: 3 clusters Score -9351580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74833 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9351598.000000 Penalty: 3650.901367
	Iteration 200F: 3 clusters Score -9351598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9351595.000000 Penalty: 3650.901367
	Iteration 201Q: 3 clusters Score -9351595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9351588.000000 Penalty: 3650.901367
	Iteration 202Q: 3 clusters Score -9351588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9351580.000000 Penalty: 3650.901367
	Iteration 203Q: 3 clusters Score -9351580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74864 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9351573.000000 Penalty: 3650.901367
	Iteration 204Q: 3 clusters Score -9351573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74868 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9351582.000000 Penalty: 3650.901367
	Iteration 205Q: 3 clusters Score -9351582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9351580.000000 Penalty: 3650.901367
	Iteration 206Q: 3 clusters Score -9351580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74877 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9351582.000000 Penalty: 3650.901367
	Iteration 207Q: 3 clusters Score -9351582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9351574.000000 Penalty: 3650.901367
	Iteration 208Q: 3 clusters Score -9351574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9351576.000000 Penalty: 3650.901367
	Iteration 209Q: 3 clusters Score -9351576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9351587.000000 Penalty: 3650.901367
	Iteration 210Q: 3 clusters Score -9351587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74894 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9351582.000000 Penalty: 3650.901367
	Iteration 211Q: 3 clusters Score -9351582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74896 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9351588.000000 Penalty: 3650.901367
	Iteration 212Q: 3 clusters Score -9351588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74898 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9351585.000000 Penalty: 3650.901367
	Iteration 213Q: 3 clusters Score -9351585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74900 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9351587.000000 Penalty: 3650.901367
	Iteration 214Q: 3 clusters Score -9351587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9351587.000000 Penalty: 3650.901367
	Iteration 215Q: 3 clusters Score -9351587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9351588.000000 Penalty: 3650.901367
	Iteration 216Q: 3 clusters Score -9351588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74904 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9351588.000000 Penalty: 3650.901367
	Iteration 217Q: 3 clusters Score -9351588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74907 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9351583.000000 Penalty: 3650.901367
	Iteration 218Q: 3 clusters Score -9351583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74913 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9351595.000000 Penalty: 3650.901367
	Iteration 219Q: 3 clusters Score -9351595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74916 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9351591.000000 Penalty: 3650.901367
	Iteration 220F: 3 clusters Score -9351591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74920 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9351594.000000 Penalty: 3650.901367
	Iteration 221Q: 3 clusters Score -9351594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74921 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9351598.000000 Penalty: 3650.901367
	Iteration 222Q: 3 clusters Score -9351598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74922 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9351598.000000 Penalty: 3650.901367
	Iteration 223Q: 3 clusters Score -9351598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9351593.000000 Penalty: 3650.901367
	Iteration 224Q: 3 clusters Score -9351593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9351593.000000 Penalty: 3650.901367
	Iteration 225F: 3 clusters Score -9351593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -102066.242188 Penalty: 1092.622803
	Iteration 0F: 2 clusters Score -102066.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -100733.031250 Penalty: 2185.245605
	Iteration 0F: 3 clusters Score -100733 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -100937.843750 Penalty: 2185.245605
	Iteration 1F: 3 clusters Score -100937.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -100981.812500 Penalty: 2185.245605
	Iteration 2F: 3 clusters Score -100981.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -101004.656250 Penalty: 2185.245605
	Iteration 3Q: 3 clusters Score -101004.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -101016.773438 Penalty: 2185.245605
	Iteration 4Q: 3 clusters Score -101016.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -101026.406250 Penalty: 2185.245605
	Iteration 5Q: 3 clusters Score -101026.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -101033.148438 Penalty: 2185.245605
	Iteration 6Q: 3 clusters Score -101033.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -101035.750000 Penalty: 2185.245605
	Iteration 7Q: 3 clusters Score -101035.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -101037.406250 Penalty: 2185.245605
	Iteration 8Q: 3 clusters Score -101037.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -101039.445312 Penalty: 2185.245605
	Iteration 9Q: 3 clusters Score -101039.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -101040.687500 Penalty: 2185.245605
	Iteration 10Q: 3 clusters Score -101040.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -101043.312500 Penalty: 2185.245605
	Iteration 11Q: 3 clusters Score -101043.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -101045.468750 Penalty: 2185.245605
	Iteration 12Q: 3 clusters Score -101045.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -101046.648438 Penalty: 2185.245605
	Iteration 13Q: 3 clusters Score -101046.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -101047.671875 Penalty: 2185.245605
	Iteration 14Q: 3 clusters Score -101047.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -101048.500000 Penalty: 2185.245605
	Iteration 15Q: 3 clusters Score -101048.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -101048.500000 Penalty: 2185.245605
	Iteration 16F: 3 clusters Score -101048.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 24578 members 
Mstep: Class 3 contains 4999 members 
Mstep: Class 4 contains 38529 members 
Mstep: Class 5 contains 43620 members 
Mstep: Class 6 contains 71613 members 
Mstep: Class 7 contains 77684 members 
Mstep: Class 9 contains 69308 members 
Mstep: Class 10 contains 32120 members 
Mstep: Class 11 contains 50101 members 
Mstep: Class 12 contains 3894 members 
Mstep: Class 13 contains 48972 members 
Mstep: Class 14 contains 4718 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72411 members 
Mstep: Class 19 contains 75625 members 
Mstep: Class 20 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578184.000000 Penalty: 36850.429688
Iteration 439Q: 18 clusters Score -7.557818e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 24546 members 
Mstep: Class 3 contains 4999 members 
Mstep: Class 4 contains 38607 members 
Mstep: Class 5 contains 43699 members 
Mstep: Class 6 contains 72296 members 
Mstep: Class 7 contains 76796 members 
Mstep: Class 9 contains 69467 members 
Mstep: Class 10 contains 32172 members 
Mstep: Class 11 contains 50244 members 
Mstep: Class 12 contains 3892 members 
Mstep: Class 13 contains 48085 members 
Mstep: Class 14 contains 4749 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72641 members 
Mstep: Class 19 contains 75981 members 
Mstep: Class 20 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577704.000000 Penalty: 36850.429688
Iteration 440F: 18 clusters Score -7.55777e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 24476 members 
Mstep: Class 3 contains 5006 members 
Mstep: Class 4 contains 38659 members 
Mstep: Class 5 contains 43796 members 
Mstep: Class 6 contains 72925 members 
Mstep: Class 7 contains 76069 members 
Mstep: Class 9 contains 69650 members 
Mstep: Class 10 contains 32191 members 
Mstep: Class 11 contains 50350 members 
Mstep: Class 12 contains 3885 members 
Mstep: Class 13 contains 47139 members 
Mstep: Class 14 contains 4821 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 72841 members 
Mstep: Class 19 contains 76370 members 
Mstep: Class 20 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577600.000000 Penalty: 36850.429688
Iteration 441Q: 18 clusters Score -7.55776e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 24434 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 38715 members 
Mstep: Class 5 contains 43885 members 
Mstep: Class 6 contains 73565 members 
Mstep: Class 7 contains 75172 members 
Mstep: Class 9 contains 69838 members 
Mstep: Class 10 contains 32279 members 
Mstep: Class 11 contains 50556 members 
Mstep: Class 12 contains 3875 members 
Mstep: Class 13 contains 46177 members 
Mstep: Class 14 contains 4903 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73050 members 
Mstep: Class 19 contains 76719 members 
Mstep: Class 20 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577352.000000 Penalty: 36850.429688
Iteration 442Q: 18 clusters Score -7.557735e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 24400 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 38808 members 
Mstep: Class 5 contains 43970 members 
Mstep: Class 6 contains 74283 members 
Mstep: Class 7 contains 74137 members 
Mstep: Class 9 contains 69989 members 
Mstep: Class 10 contains 32390 members 
Mstep: Class 11 contains 50799 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 45289 members 
Mstep: Class 14 contains 4983 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73221 members 
Mstep: Class 19 contains 77034 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576952.000000 Penalty: 36850.429688
Iteration 443Q: 18 clusters Score -7.557695e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 24363 members 
Mstep: Class 3 contains 5009 members 
Mstep: Class 4 contains 38898 members 
Mstep: Class 5 contains 44056 members 
Mstep: Class 6 contains 75035 members 
Mstep: Class 7 contains 73033 members 
Mstep: Class 9 contains 70162 members 
Mstep: Class 10 contains 32525 members 
Mstep: Class 11 contains 51028 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 44448 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73358 members 
Mstep: Class 19 contains 77345 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576760.000000 Penalty: 36850.429688
Iteration 444Q: 18 clusters Score -7.557676e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 24315 members 
Mstep: Class 3 contains 5004 members 
Mstep: Class 4 contains 38964 members 
Mstep: Class 5 contains 44150 members 
Mstep: Class 6 contains 75769 members 
Mstep: Class 7 contains 71853 members 
Mstep: Class 9 contains 70270 members 
Mstep: Class 10 contains 32675 members 
Mstep: Class 11 contains 51335 members 
Mstep: Class 12 contains 3872 members 
Mstep: Class 13 contains 43704 members 
Mstep: Class 14 contains 5129 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73504 members 
Mstep: Class 19 contains 77645 members 
Mstep: Class 20 contains 830 members 
Entering Unmasked Estep 
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Iteration 445Q: 18 clusters Score -7.557638e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 24286 members 
Mstep: Class 3 contains 5001 members 
Mstep: Class 4 contains 39020 members 
Mstep: Class 5 contains 44200 members 
Mstep: Class 6 contains 76432 members 
Mstep: Class 7 contains 70708 members 
Mstep: Class 9 contains 70374 members 
Mstep: Class 10 contains 32838 members 
Mstep: Class 11 contains 51681 members 
Mstep: Class 12 contains 3864 members 
Mstep: Class 13 contains 43055 members 
Mstep: Class 14 contains 5199 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73627 members 
Mstep: Class 19 contains 77903 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
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Iteration 446Q: 18 clusters Score -7.557647e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 24258 members 
Mstep: Class 3 contains 4997 members 
Mstep: Class 4 contains 39065 members 
Mstep: Class 5 contains 44212 members 
Mstep: Class 6 contains 77024 members 
Mstep: Class 7 contains 69648 members 
Mstep: Class 9 contains 70482 members 
Mstep: Class 10 contains 32989 members 
Mstep: Class 11 contains 52024 members 
Mstep: Class 12 contains 3858 members 
Mstep: Class 13 contains 42473 members 
Mstep: Class 14 contains 5267 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73731 members 
Mstep: Class 19 contains 78161 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
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Iteration 447Q: 18 clusters Score -7.557624e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 24224 members 
Mstep: Class 3 contains 4998 members 
Mstep: Class 4 contains 39139 members 
Mstep: Class 5 contains 44193 members 
Mstep: Class 6 contains 77537 members 
Mstep: Class 7 contains 68571 members 
Mstep: Class 9 contains 70569 members 
Mstep: Class 10 contains 33144 members 
Mstep: Class 11 contains 52342 members 
Mstep: Class 12 contains 3849 members 
Mstep: Class 13 contains 42025 members 
Mstep: Class 14 contains 5325 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73836 members 
Mstep: Class 19 contains 78436 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 448Q: 18 clusters Score -7.557565e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 24177 members 
Mstep: Class 3 contains 5004 members 
Mstep: Class 4 contains 39197 members 
Mstep: Class 5 contains 44173 members 
Mstep: Class 6 contains 78009 members 
Mstep: Class 7 contains 67443 members 
Mstep: Class 9 contains 70673 members 
Mstep: Class 10 contains 33304 members 
Mstep: Class 11 contains 52676 members 
Mstep: Class 12 contains 3841 members 
Mstep: Class 13 contains 41643 members 
Mstep: Class 14 contains 5385 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73926 members 
Mstep: Class 19 contains 78736 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
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Iteration 449Q: 18 clusters Score -7.557582e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 24139 members 
Mstep: Class 3 contains 5007 members 
Mstep: Class 4 contains 39274 members 
Mstep: Class 5 contains 44152 members 
Mstep: Class 6 contains 78464 members 
Mstep: Class 7 contains 66367 members 
Mstep: Class 9 contains 70713 members 
Mstep: Class 10 contains 33487 members 
Mstep: Class 11 contains 52947 members 
Mstep: Class 12 contains 3835 members 
Mstep: Class 13 contains 41345 members 
Mstep: Class 14 contains 5455 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74000 members 
Mstep: Class 19 contains 79005 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
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Iteration 450Q: 18 clusters Score -7.55757e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 24096 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 39357 members 
Mstep: Class 5 contains 44140 members 
Mstep: Class 6 contains 78891 members 
Mstep: Class 7 contains 65248 members 
Mstep: Class 9 contains 70755 members 
Mstep: Class 10 contains 33682 members 
Mstep: Class 11 contains 53195 members 
Mstep: Class 12 contains 3832 members 
Mstep: Class 13 contains 41143 members 
Mstep: Class 14 contains 5521 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74068 members 
Mstep: Class 19 contains 79255 members 
Mstep: Class 20 contains 829 members 
Entering Unmasked Estep 
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Iteration 451Q: 18 clusters Score -7.557549e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 24060 members 
Mstep: Class 3 contains 5009 members 
Mstep: Class 4 contains 39425 members 
Mstep: Class 5 contains 44133 members 
Mstep: Class 6 contains 79269 members 
Mstep: Class 7 contains 64109 members 
Mstep: Class 9 contains 70769 members 
Mstep: Class 10 contains 33877 members 
Mstep: Class 11 contains 53448 members 
Mstep: Class 12 contains 3829 members 
Mstep: Class 13 contains 40979 members 
Mstep: Class 14 contains 5599 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74137 members 
Mstep: Class 19 contains 79554 members 
Mstep: Class 20 contains 828 members 
Entering Unmasked Estep 
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Iteration 452Q: 18 clusters Score -7.557558e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 24022 members 
Mstep: Class 3 contains 5008 members 
Mstep: Class 4 contains 39476 members 
Mstep: Class 5 contains 44108 members 
Mstep: Class 6 contains 79620 members 
Mstep: Class 7 contains 62998 members 
Mstep: Class 9 contains 70797 members 
Mstep: Class 10 contains 34069 members 
Mstep: Class 11 contains 53668 members 
Mstep: Class 12 contains 3824 members 
Mstep: Class 13 contains 40876 members 
Mstep: Class 14 contains 5674 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74206 members 
Mstep: Class 19 contains 79853 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 453Q: 18 clusters Score -7.557574e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 24004 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 39497 members 
Mstep: Class 5 contains 44070 members 
Mstep: Class 6 contains 79925 members 
Mstep: Class 7 contains 62024 members 
Mstep: Class 9 contains 70841 members 
Mstep: Class 10 contains 34255 members 
Mstep: Class 11 contains 53878 members 
Mstep: Class 12 contains 3810 members 
Mstep: Class 13 contains 40782 members 
Mstep: Class 14 contains 5735 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74245 members 
Mstep: Class 19 contains 80113 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 454Q: 18 clusters Score -7.55757e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 23986 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 39531 members 
Mstep: Class 5 contains 44035 members 
Mstep: Class 6 contains 80226 members 
Mstep: Class 7 contains 61059 members 
Mstep: Class 9 contains 70861 members 
Mstep: Class 10 contains 34466 members 
Mstep: Class 11 contains 54061 members 
Mstep: Class 12 contains 3797 members 
Mstep: Class 13 contains 40686 members 
Mstep: Class 14 contains 5793 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74284 members 
Mstep: Class 19 contains 80381 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 455Q: 18 clusters Score -7.557583e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 23962 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 39544 members 
Mstep: Class 5 contains 43986 members 
Mstep: Class 6 contains 80488 members 
Mstep: Class 7 contains 60161 members 
Mstep: Class 9 contains 70888 members 
Mstep: Class 10 contains 34647 members 
Mstep: Class 11 contains 54264 members 
Mstep: Class 12 contains 3791 members 
Mstep: Class 13 contains 40650 members 
Mstep: Class 14 contains 5853 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74334 members 
Mstep: Class 19 contains 80590 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 456Q: 18 clusters Score -7.557587e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 23948 members 
Mstep: Class 3 contains 5040 members 
Mstep: Class 4 contains 39569 members 
Mstep: Class 5 contains 43923 members 
Mstep: Class 6 contains 80718 members 
Mstep: Class 7 contains 59275 members 
Mstep: Class 9 contains 70938 members 
Mstep: Class 10 contains 34799 members 
Mstep: Class 11 contains 54450 members 
Mstep: Class 12 contains 3785 members 
Mstep: Class 13 contains 40691 members 
Mstep: Class 14 contains 5898 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74365 members 
Mstep: Class 19 contains 80797 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 457Q: 18 clusters Score -7.557599e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 23926 members 
Mstep: Class 3 contains 5046 members 
Mstep: Class 4 contains 39600 members 
Mstep: Class 5 contains 43861 members 
Mstep: Class 6 contains 80924 members 
Mstep: Class 7 contains 58545 members 
Mstep: Class 9 contains 70997 members 
Mstep: Class 10 contains 34936 members 
Mstep: Class 11 contains 54593 members 
Mstep: Class 12 contains 3781 members 
Mstep: Class 13 contains 40730 members 
Mstep: Class 14 contains 5933 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74381 members 
Mstep: Class 19 contains 80944 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 458Q: 18 clusters Score -7.557599e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 23901 members 
Mstep: Class 3 contains 5056 members 
Mstep: Class 4 contains 39632 members 
Mstep: Class 5 contains 43828 members 
Mstep: Class 6 contains 81130 members 
Mstep: Class 7 contains 57876 members 
Mstep: Class 9 contains 71015 members 
Mstep: Class 10 contains 35064 members 
Mstep: Class 11 contains 54712 members 
Mstep: Class 12 contains 3777 members 
Mstep: Class 13 contains 40799 members 
Mstep: Class 14 contains 5973 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74370 members 
Mstep: Class 19 contains 81066 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 459Q: 18 clusters Score -7.557586e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 23871 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 39651 members 
Mstep: Class 5 contains 43773 members 
Mstep: Class 6 contains 81307 members 
Mstep: Class 7 contains 57364 members 
Mstep: Class 9 contains 71032 members 
Mstep: Class 10 contains 35191 members 
Mstep: Class 11 contains 54783 members 
Mstep: Class 12 contains 3777 members 
Mstep: Class 13 contains 40888 members 
Mstep: Class 14 contains 6018 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74320 members 
Mstep: Class 19 contains 81154 members 
Mstep: Class 20 contains 827 members 
Entering Unmasked Estep 
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Iteration 460F: 18 clusters Score -7.557618e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 23860 members 
Mstep: Class 3 contains 5077 members 
Mstep: Class 4 contains 39663 members 
Mstep: Class 5 contains 43697 members 
Mstep: Class 6 contains 81465 members 
Mstep: Class 7 contains 56884 members 
Mstep: Class 9 contains 71032 members 
Mstep: Class 10 contains 35311 members 
Mstep: Class 11 contains 54841 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 41008 members 
Mstep: Class 14 contains 6061 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74273 members 
Mstep: Class 19 contains 81254 members 
Mstep: Class 20 contains 827 members 
Entering Unmasked Estep 
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Iteration 461Q: 18 clusters Score -7.557625e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 23850 members 
Mstep: Class 3 contains 5083 members 
Mstep: Class 4 contains 39659 members 
Mstep: Class 5 contains 43612 members 
Mstep: Class 6 contains 81566 members 
Mstep: Class 7 contains 56513 members 
Mstep: Class 9 contains 71017 members 
Mstep: Class 10 contains 35410 members 
Mstep: Class 11 contains 54876 members 
Mstep: Class 12 contains 3770 members 
Mstep: Class 13 contains 41167 members 
Mstep: Class 14 contains 6099 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74226 members 
Mstep: Class 19 contains 81351 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 462Q: 18 clusters Score -7.557667e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 23857 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 39632 members 
Mstep: Class 5 contains 43535 members 
Mstep: Class 6 contains 81631 members 
Mstep: Class 7 contains 56187 members 
Mstep: Class 9 contains 70997 members 
Mstep: Class 10 contains 35508 members 
Mstep: Class 11 contains 54907 members 
Mstep: Class 12 contains 3761 members 
Mstep: Class 13 contains 41346 members 
Mstep: Class 14 contains 6147 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74184 members 
Mstep: Class 19 contains 81417 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 463Q: 18 clusters Score -7.557687e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 23872 members 
Mstep: Class 3 contains 5086 members 
Mstep: Class 4 contains 39620 members 
Mstep: Class 5 contains 43476 members 
Mstep: Class 6 contains 81664 members 
Mstep: Class 7 contains 55916 members 
Mstep: Class 9 contains 70974 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 54913 members 
Mstep: Class 12 contains 3750 members 
Mstep: Class 13 contains 41530 members 
Mstep: Class 14 contains 6192 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74145 members 
Mstep: Class 19 contains 81470 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 464Q: 18 clusters Score -7.557703e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 23866 members 
Mstep: Class 3 contains 5085 members 
Mstep: Class 4 contains 39605 members 
Mstep: Class 5 contains 43417 members 
Mstep: Class 6 contains 81699 members 
Mstep: Class 7 contains 55690 members 
Mstep: Class 9 contains 70954 members 
Mstep: Class 10 contains 35660 members 
Mstep: Class 11 contains 54910 members 
Mstep: Class 12 contains 3746 members 
Mstep: Class 13 contains 41692 members 
Mstep: Class 14 contains 6237 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74117 members 
Mstep: Class 19 contains 81532 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 465Q: 18 clusters Score -7.557714e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 23858 members 
Mstep: Class 3 contains 5087 members 
Mstep: Class 4 contains 39578 members 
Mstep: Class 5 contains 43366 members 
Mstep: Class 6 contains 81744 members 
Mstep: Class 7 contains 55452 members 
Mstep: Class 9 contains 70915 members 
Mstep: Class 10 contains 35721 members 
Mstep: Class 11 contains 54921 members 
Mstep: Class 12 contains 3743 members 
Mstep: Class 13 contains 41870 members 
Mstep: Class 14 contains 6288 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74084 members 
Mstep: Class 19 contains 81589 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 466Q: 18 clusters Score -7.557722e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 23856 members 
Mstep: Class 3 contains 5088 members 
Mstep: Class 4 contains 39561 members 
Mstep: Class 5 contains 43318 members 
Mstep: Class 6 contains 81759 members 
Mstep: Class 7 contains 55220 members 
Mstep: Class 9 contains 70879 members 
Mstep: Class 10 contains 35776 members 
Mstep: Class 11 contains 54910 members 
Mstep: Class 12 contains 3738 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 6346 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74056 members 
Mstep: Class 19 contains 81659 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 467Q: 18 clusters Score -7.557724e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 23848 members 
Mstep: Class 3 contains 5091 members 
Mstep: Class 4 contains 39543 members 
Mstep: Class 5 contains 43280 members 
Mstep: Class 6 contains 81763 members 
Mstep: Class 7 contains 55039 members 
Mstep: Class 9 contains 70844 members 
Mstep: Class 10 contains 35825 members 
Mstep: Class 11 contains 54888 members 
Mstep: Class 12 contains 3736 members 
Mstep: Class 13 contains 42236 members 
Mstep: Class 14 contains 6398 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74032 members 
Mstep: Class 19 contains 81709 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 468Q: 18 clusters Score -7.557731e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 23847 members 
Mstep: Class 3 contains 5092 members 
Mstep: Class 4 contains 39521 members 
Mstep: Class 5 contains 43240 members 
Mstep: Class 6 contains 81738 members 
Mstep: Class 7 contains 54907 members 
Mstep: Class 9 contains 70816 members 
Mstep: Class 10 contains 35859 members 
Mstep: Class 11 contains 54858 members 
Mstep: Class 12 contains 3735 members 
Mstep: Class 13 contains 42417 members 
Mstep: Class 14 contains 6446 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 74011 members 
Mstep: Class 19 contains 81749 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 469Q: 18 clusters Score -7.55775e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 23855 members 
Mstep: Class 3 contains 5096 members 
Mstep: Class 4 contains 39499 members 
Mstep: Class 5 contains 43204 members 
Mstep: Class 6 contains 81714 members 
Mstep: Class 7 contains 54809 members 
Mstep: Class 9 contains 70766 members 
Mstep: Class 10 contains 35883 members 
Mstep: Class 11 contains 54836 members 
Mstep: Class 12 contains 3735 members 
Mstep: Class 13 contains 42574 members 
Mstep: Class 14 contains 6491 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73998 members 
Mstep: Class 19 contains 81779 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 470Q: 18 clusters Score -7.557768e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 23868 members 
Mstep: Class 3 contains 5102 members 
Mstep: Class 4 contains 39476 members 
Mstep: Class 5 contains 43166 members 
Mstep: Class 6 contains 81694 members 
Mstep: Class 7 contains 54743 members 
Mstep: Class 9 contains 70723 members 
Mstep: Class 10 contains 35886 members 
Mstep: Class 11 contains 54819 members 
Mstep: Class 12 contains 3732 members 
Mstep: Class 13 contains 42715 members 
Mstep: Class 14 contains 6544 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73970 members 
Mstep: Class 19 contains 81804 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 471Q: 18 clusters Score -7.557775e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23880 members 
Mstep: Class 3 contains 5112 members 
Mstep: Class 4 contains 39451 members 
Mstep: Class 5 contains 43119 members 
Mstep: Class 6 contains 81664 members 
Mstep: Class 7 contains 54700 members 
Mstep: Class 9 contains 70695 members 
Mstep: Class 10 contains 35881 members 
Mstep: Class 11 contains 54804 members 
Mstep: Class 12 contains 3731 members 
Mstep: Class 13 contains 42855 members 
Mstep: Class 14 contains 6595 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73941 members 
Mstep: Class 19 contains 81813 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 472Q: 18 clusters Score -7.557768e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 23893 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 39430 members 
Mstep: Class 5 contains 43084 members 
Mstep: Class 6 contains 81632 members 
Mstep: Class 7 contains 54632 members 
Mstep: Class 9 contains 70679 members 
Mstep: Class 10 contains 35885 members 
Mstep: Class 11 contains 54794 members 
Mstep: Class 12 contains 3730 members 
Mstep: Class 13 contains 42995 members 
Mstep: Class 14 contains 6634 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73919 members 
Mstep: Class 19 contains 81819 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
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Iteration 473Q: 18 clusters Score -7.557783e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 23904 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 39404 members 
Mstep: Class 5 contains 43054 members 
Mstep: Class 6 contains 81568 members 
Mstep: Class 7 contains 54578 members 
Mstep: Class 9 contains 70646 members 
Mstep: Class 10 contains 35895 members 
Mstep: Class 11 contains 54790 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 43162 members 
Mstep: Class 14 contains 6671 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73900 members 
Mstep: Class 19 contains 81828 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577824.000000 Penalty: 36850.429688
Iteration 474Q: 18 clusters Score -7.557782e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 23911 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 39374 members 
Mstep: Class 5 contains 43031 members 
Mstep: Class 6 contains 81521 members 
Mstep: Class 7 contains 54552 members 
Mstep: Class 9 contains 70612 members 
Mstep: Class 10 contains 35898 members 
Mstep: Class 11 contains 54767 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 43330 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73874 members 
Mstep: Class 19 contains 81823 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577904.000000 Penalty: 36850.429688
Iteration 475Q: 18 clusters Score -7.55779e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 23916 members 
Mstep: Class 3 contains 5124 members 
Mstep: Class 4 contains 39345 members 
Mstep: Class 5 contains 43001 members 
Mstep: Class 6 contains 81463 members 
Mstep: Class 7 contains 54496 members 
Mstep: Class 9 contains 70585 members 
Mstep: Class 10 contains 35904 members 
Mstep: Class 11 contains 54759 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 43489 members 
Mstep: Class 14 contains 6739 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73843 members 
Mstep: Class 19 contains 81852 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577816.000000 Penalty: 36850.429688
Iteration 476Q: 18 clusters Score -7.557782e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 23921 members 
Mstep: Class 3 contains 5126 members 
Mstep: Class 4 contains 39315 members 
Mstep: Class 5 contains 42970 members 
Mstep: Class 6 contains 81404 members 
Mstep: Class 7 contains 54471 members 
Mstep: Class 9 contains 70560 members 
Mstep: Class 10 contains 35917 members 
Mstep: Class 11 contains 54749 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 43637 members 
Mstep: Class 14 contains 6779 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73836 members 
Mstep: Class 19 contains 81831 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578032.000000 Penalty: 36850.429688
Iteration 477Q: 18 clusters Score -7.557803e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 23922 members 
Mstep: Class 3 contains 5129 members 
Mstep: Class 4 contains 39290 members 
Mstep: Class 5 contains 42936 members 
Mstep: Class 6 contains 81358 members 
Mstep: Class 7 contains 54468 members 
Mstep: Class 9 contains 70528 members 
Mstep: Class 10 contains 35918 members 
Mstep: Class 11 contains 54747 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 43777 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73821 members 
Mstep: Class 19 contains 81805 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577976.000000 Penalty: 36850.429688
Iteration 478Q: 18 clusters Score -7.557798e+07 nChanged 545
Entering ConstructFrom: 
Score: -75577976.000000 Penalty: 36850.429688
Entering ConstructFrom: 
Trying to split cluster 1 (1856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Entering Unmasked Estep 
Score: -233721.453125 Penalty: 1223.004028
	Iteration 0F: 2 clusters Score -233721.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -231716.265625 Penalty: 2446.008057
	Iteration 0F: 3 clusters Score -231716.3 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -232093.078125 Penalty: 2446.008057
	Iteration 1F: 3 clusters Score -232093.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -232196.953125 Penalty: 2446.008057
	Iteration 2F: 3 clusters Score -232197 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -232249.703125 Penalty: 2446.008057
	Iteration 3Q: 3 clusters Score -232249.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -232288.437500 Penalty: 2446.008057
	Iteration 4Q: 3 clusters Score -232288.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -232313.312500 Penalty: 2446.008057
	Iteration 5Q: 3 clusters Score -232313.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -232327.937500 Penalty: 2446.008057
	Iteration 6Q: 3 clusters Score -232327.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -232334.171875 Penalty: 2446.008057
	Iteration 7Q: 3 clusters Score -232334.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -232337.328125 Penalty: 2446.008057
	Iteration 8Q: 3 clusters Score -232337.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -232340.109375 Penalty: 2446.008057
	Iteration 9Q: 3 clusters Score -232340.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -232340.500000 Penalty: 2446.008057
	Iteration 10Q: 3 clusters Score -232340.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -232340.500000 Penalty: 2446.008057
	Iteration 11F: 3 clusters Score -232340.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Entering Unmasked Estep 
Score: -2878950.500000 Penalty: 1638.448975
	Iteration 0F: 2 clusters Score -2878950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2862718.750000 Penalty: 3276.897949
	Iteration 0F: 3 clusters Score -2862719 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2868712.000000 Penalty: 3276.897949
	Iteration 1F: 3 clusters Score -2868712 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2869013.250000 Penalty: 3276.897949
	Iteration 2Q: 3 clusters Score -2869013 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2869335.500000 Penalty: 3276.897949
	Iteration 3Q: 3 clusters Score -2869336 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2869801.000000 Penalty: 3276.897949
	Iteration 4Q: 3 clusters Score -2869801 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2870476.750000 Penalty: 3276.897949
	Iteration 5Q: 3 clusters Score -2870477 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2871490.500000 Penalty: 3276.897949
	Iteration 6F: 3 clusters Score -2871490 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2872826.250000 Penalty: 3276.897949
	Iteration 7F: 3 clusters Score -2872826 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2874313.500000 Penalty: 3276.897949
	Iteration 8F: 3 clusters Score -2874314 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2875589.500000 Penalty: 3276.897949
	Iteration 9F: 3 clusters Score -2875590 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -2876505.250000 Penalty: 3276.897949
	Iteration 10Q: 3 clusters Score -2876505 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -2877025.000000 Penalty: 3276.897949
	Iteration 11Q: 3 clusters Score -2877025 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -2877236.750000 Penalty: 3276.897949
	Iteration 12Q: 3 clusters Score -2877237 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -2877358.500000 Penalty: 3276.897949
	Iteration 13Q: 3 clusters Score -2877358 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -2877422.250000 Penalty: 3276.897949
	Iteration 14Q: 3 clusters Score -2877422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2877460.750000 Penalty: 3276.897949
	Iteration 15Q: 3 clusters Score -2877461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -2877484.000000 Penalty: 3276.897949
	Iteration 16Q: 3 clusters Score -2877484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -2877502.750000 Penalty: 3276.897949
	Iteration 17Q: 3 clusters Score -2877503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2877516.250000 Penalty: 3276.897949
	Iteration 18Q: 3 clusters Score -2877516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -2877521.250000 Penalty: 3276.897949
	Iteration 19Q: 3 clusters Score -2877521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -2877522.000000 Penalty: 3276.897949
	Iteration 20F: 3 clusters Score -2877522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -2877523.750000 Penalty: 3276.897949
	Iteration 21Q: 3 clusters Score -2877524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -2877528.250000 Penalty: 3276.897949
	Iteration 22Q: 3 clusters Score -2877528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -2877528.500000 Penalty: 3276.897949
	Iteration 23Q: 3 clusters Score -2877528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -2877529.750000 Penalty: 3276.897949
	Iteration 24Q: 3 clusters Score -2877530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -2877530.250000 Penalty: 3276.897949
	Iteration 25Q: 3 clusters Score -2877530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -2877530.250000 Penalty: 3276.897949
	Iteration 26F: 3 clusters Score -2877530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -633420.812500 Penalty: 1388.246582
	Iteration 0F: 2 clusters Score -633420.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -629372.812500 Penalty: 2776.493164
	Iteration 0F: 3 clusters Score -629372.8 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -630471.937500 Penalty: 2776.493164
	Iteration 1F: 3 clusters Score -630471.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -630643.687500 Penalty: 2776.493164
	Iteration 2F: 3 clusters Score -630643.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -630787.875000 Penalty: 2776.493164
	Iteration 3F: 3 clusters Score -630787.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -630894.250000 Penalty: 2776.493164
	Iteration 4Q: 3 clusters Score -630894.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -630971.562500 Penalty: 2776.493164
	Iteration 5Q: 3 clusters Score -630971.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -631040.437500 Penalty: 2776.493164
	Iteration 6Q: 3 clusters Score -631040.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -631101.125000 Penalty: 2776.493164
	Iteration 7Q: 3 clusters Score -631101.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -631171.125000 Penalty: 2776.493164
	Iteration 8Q: 3 clusters Score -631171.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -631258.875000 Penalty: 2776.493164
	Iteration 9Q: 3 clusters Score -631258.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -631349.500000 Penalty: 2776.493164
	Iteration 10Q: 3 clusters Score -631349.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -631432.000000 Penalty: 2776.493164
	Iteration 11Q: 3 clusters Score -631432 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -631515.500000 Penalty: 2776.493164
	Iteration 12Q: 3 clusters Score -631515.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -631608.562500 Penalty: 2776.493164
	Iteration 13Q: 3 clusters Score -631608.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -631712.187500 Penalty: 2776.493164
	Iteration 14Q: 3 clusters Score -631712.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -631803.000000 Penalty: 2776.493164
	Iteration 15Q: 3 clusters Score -631803 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -631882.062500 Penalty: 2776.493164
	Iteration 16Q: 3 clusters Score -631882.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -631953.750000 Penalty: 2776.493164
	Iteration 17Q: 3 clusters Score -631953.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -631999.687500 Penalty: 2776.493164
	Iteration 18Q: 3 clusters Score -631999.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -632030.625000 Penalty: 2776.493164
	Iteration 19Q: 3 clusters Score -632030.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -632053.750000 Penalty: 2776.493164
	Iteration 20F: 3 clusters Score -632053.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -632077.437500 Penalty: 2776.493164
	Iteration 21Q: 3 clusters Score -632077.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -632090.000000 Penalty: 2776.493164
	Iteration 22Q: 3 clusters Score -632090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -632108.625000 Penalty: 2776.493164
	Iteration 23Q: 3 clusters Score -632108.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -632120.250000 Penalty: 2776.493164
	Iteration 24Q: 3 clusters Score -632120.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -632139.437500 Penalty: 2776.493164
	Iteration 25Q: 3 clusters Score -632139.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -632155.812500 Penalty: 2776.493164
	Iteration 26Q: 3 clusters Score -632155.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -632166.750000 Penalty: 2776.493164
	Iteration 27Q: 3 clusters Score -632166.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -632171.187500 Penalty: 2776.493164
	Iteration 28Q: 3 clusters Score -632171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -632173.000000 Penalty: 2776.493164
	Iteration 29Q: 3 clusters Score -632173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -632177.062500 Penalty: 2776.493164
	Iteration 30Q: 3 clusters Score -632177.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -632181.125000 Penalty: 2776.493164
	Iteration 31Q: 3 clusters Score -632181.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -632184.250000 Penalty: 2776.493164
	Iteration 32Q: 3 clusters Score -632184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -632188.562500 Penalty: 2776.493164
	Iteration 33Q: 3 clusters Score -632188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -632189.687500 Penalty: 2776.493164
	Iteration 34Q: 3 clusters Score -632189.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -632189.812500 Penalty: 2776.493164
	Iteration 35Q: 3 clusters Score -632189.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -632189.812500 Penalty: 2776.493164
	Iteration 36F: 3 clusters Score -632189.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Entering Unmasked Estep 
Score: -4885170.500000 Penalty: 1718.935181
	Iteration 0F: 2 clusters Score -4885170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -4858890.000000 Penalty: 3437.870361
	Iteration 0F: 3 clusters Score -4858890 nChanged 18254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -4869048.000000 Penalty: 3437.870361
	Iteration 1F: 3 clusters Score -4869048 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -4869458.000000 Penalty: 3437.870361
	Iteration 2Q: 3 clusters Score -4869458 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -4869833.000000 Penalty: 3437.870361
	Iteration 3Q: 3 clusters Score -4869833 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -4870236.000000 Penalty: 3437.870361
	Iteration 4Q: 3 clusters Score -4870236 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -4870751.000000 Penalty: 3437.870361
	Iteration 5Q: 3 clusters Score -4870751 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -4871380.500000 Penalty: 3437.870361
	Iteration 6Q: 3 clusters Score -4871380 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -4872233.000000 Penalty: 3437.870361
	Iteration 7Q: 3 clusters Score -4872233 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -4873665.500000 Penalty: 3437.870361
	Iteration 8F: 3 clusters Score -4873666 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -4875784.000000 Penalty: 3437.870361
	Iteration 9F: 3 clusters Score -4875784 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -4878236.500000 Penalty: 3437.870361
	Iteration 10F: 3 clusters Score -4878236 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -4880328.500000 Penalty: 3437.870361
	Iteration 11F: 3 clusters Score -4880328 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -4881748.000000 Penalty: 3437.870361
	Iteration 12Q: 3 clusters Score -4881748 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -4882522.000000 Penalty: 3437.870361
	Iteration 13Q: 3 clusters Score -4882522 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -4882871.500000 Penalty: 3437.870361
	Iteration 14Q: 3 clusters Score -4882872 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -4883094.500000 Penalty: 3437.870361
	Iteration 15Q: 3 clusters Score -4883094 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -4883233.500000 Penalty: 3437.870361
	Iteration 16Q: 3 clusters Score -4883234 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -4883340.000000 Penalty: 3437.870361
	Iteration 17Q: 3 clusters Score -4883340 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -4883423.500000 Penalty: 3437.870361
	Iteration 18Q: 3 clusters Score -4883424 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -4883517.000000 Penalty: 3437.870361
	Iteration 19Q: 3 clusters Score -4883517 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -4883602.500000 Penalty: 3437.870361
	Iteration 20F: 3 clusters Score -4883602 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -4883681.000000 Penalty: 3437.870361
	Iteration 21Q: 3 clusters Score -4883681 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -4883734.000000 Penalty: 3437.870361
	Iteration 22Q: 3 clusters Score -4883734 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -4883759.500000 Penalty: 3437.870361
	Iteration 23Q: 3 clusters Score -4883760 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -4883780.000000 Penalty: 3437.870361
	Iteration 24Q: 3 clusters Score -4883780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -4883810.000000 Penalty: 3437.870361
	Iteration 25Q: 3 clusters Score -4883810 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -4883829.500000 Penalty: 3437.870361
	Iteration 26Q: 3 clusters Score -4883830 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -4883857.500000 Penalty: 3437.870361
	Iteration 27Q: 3 clusters Score -4883858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -4883888.000000 Penalty: 3437.870361
	Iteration 28Q: 3 clusters Score -4883888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -4883890.500000 Penalty: 3437.870361
	Iteration 29Q: 3 clusters Score -4883890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -4883902.000000 Penalty: 3437.870361
	Iteration 30Q: 3 clusters Score -4883902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -4883911.500000 Penalty: 3437.870361
	Iteration 31Q: 3 clusters Score -4883912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -4883919.500000 Penalty: 3437.870361
	Iteration 32Q: 3 clusters Score -4883920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -4883929.500000 Penalty: 3437.870361
	Iteration 33Q: 3 clusters Score -4883930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -4883931.000000 Penalty: 3437.870361
	Iteration 34Q: 3 clusters Score -4883931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -4883930.500000 Penalty: 3437.870361
	Iteration 35Q: 3 clusters Score -4883930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -4883934.000000 Penalty: 3437.870361
	Iteration 36Q: 3 clusters Score -4883934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -4883940.000000 Penalty: 3437.870361
	Iteration 37Q: 3 clusters Score -4883940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -4883944.500000 Penalty: 3437.870361
	Iteration 38Q: 3 clusters Score -4883944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -4883946.500000 Penalty: 3437.870361
	Iteration 39Q: 3 clusters Score -4883946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -4883954.000000 Penalty: 3437.870361
	Iteration 40F: 3 clusters Score -4883954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -4883955.000000 Penalty: 3437.870361
	Iteration 41Q: 3 clusters Score -4883955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -4883958.000000 Penalty: 3437.870361
	Iteration 42Q: 3 clusters Score -4883958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -4883953.000000 Penalty: 3437.870361
	Iteration 43Q: 3 clusters Score -4883953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -4883960.500000 Penalty: 3437.870361
	Iteration 44Q: 3 clusters Score -4883960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -4883963.500000 Penalty: 3437.870361
	Iteration 45Q: 3 clusters Score -4883964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -4883959.000000 Penalty: 3437.870361
	Iteration 46Q: 3 clusters Score -4883959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -4883958.000000 Penalty: 3437.870361
	Iteration 47Q: 3 clusters Score -4883958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -4883963.000000 Penalty: 3437.870361
	Iteration 48Q: 3 clusters Score -4883963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -4883962.500000 Penalty: 3437.870361
	Iteration 49Q: 3 clusters Score -4883962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -4883961.500000 Penalty: 3437.870361
	Iteration 50Q: 3 clusters Score -4883962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -4883972.500000 Penalty: 3437.870361
	Iteration 51Q: 3 clusters Score -4883972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -4883971.500000 Penalty: 3437.870361
	Iteration 52Q: 3 clusters Score -4883972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -4883972.500000 Penalty: 3437.870361
	Iteration 53Q: 3 clusters Score -4883972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -4883974.500000 Penalty: 3437.870361
	Iteration 54Q: 3 clusters Score -4883974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -4883972.000000 Penalty: 3437.870361
	Iteration 55Q: 3 clusters Score -4883972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -4883971.500000 Penalty: 3437.870361
	Iteration 56Q: 3 clusters Score -4883972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -4883971.500000 Penalty: 3437.870361
	Iteration 57F: 3 clusters Score -4883972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Entering Unmasked Estep 
Score: -5336860.500000 Penalty: 1733.410278
	Iteration 0F: 2 clusters Score -5336860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -5308133.500000 Penalty: 3466.820557
	Iteration 0F: 3 clusters Score -5308134 nChanged 20143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -5319208.000000 Penalty: 3466.820557
	Iteration 1F: 3 clusters Score -5319208 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -5319826.500000 Penalty: 3466.820557
	Iteration 2Q: 3 clusters Score -5319826 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -5320773.000000 Penalty: 3466.820557
	Iteration 3Q: 3 clusters Score -5320773 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -5322565.000000 Penalty: 3466.820557
	Iteration 4F: 3 clusters Score -5322565 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -5325467.500000 Penalty: 3466.820557
	Iteration 5F: 3 clusters Score -5325468 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -5329094.500000 Penalty: 3466.820557
	Iteration 6F: 3 clusters Score -5329094 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -5332336.500000 Penalty: 3466.820557
	Iteration 7F: 3 clusters Score -5332336 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -5334119.000000 Penalty: 3466.820557
	Iteration 8Q: 3 clusters Score -5334119 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -5334874.500000 Penalty: 3466.820557
	Iteration 9Q: 3 clusters Score -5334874 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -5335178.500000 Penalty: 3466.820557
	Iteration 10Q: 3 clusters Score -5335178 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -5335345.500000 Penalty: 3466.820557
	Iteration 11Q: 3 clusters Score -5335346 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -5335440.000000 Penalty: 3466.820557
	Iteration 12Q: 3 clusters Score -5335440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -5335484.500000 Penalty: 3466.820557
	Iteration 13Q: 3 clusters Score -5335484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -5335515.000000 Penalty: 3466.820557
	Iteration 14Q: 3 clusters Score -5335515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -5335529.500000 Penalty: 3466.820557
	Iteration 15Q: 3 clusters Score -5335530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -5335549.500000 Penalty: 3466.820557
	Iteration 16Q: 3 clusters Score -5335550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -5335559.000000 Penalty: 3466.820557
	Iteration 17Q: 3 clusters Score -5335559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -5335566.500000 Penalty: 3466.820557
	Iteration 18Q: 3 clusters Score -5335566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -5335572.500000 Penalty: 3466.820557
	Iteration 19Q: 3 clusters Score -5335572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -5335578.500000 Penalty: 3466.820557
	Iteration 20F: 3 clusters Score -5335578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -5335580.000000 Penalty: 3466.820557
	Iteration 21Q: 3 clusters Score -5335580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -5335584.000000 Penalty: 3466.820557
	Iteration 22Q: 3 clusters Score -5335584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -5335585.500000 Penalty: 3466.820557
	Iteration 23Q: 3 clusters Score -5335586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -5335586.500000 Penalty: 3466.820557
	Iteration 24Q: 3 clusters Score -5335586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -5335590.500000 Penalty: 3466.820557
	Iteration 25Q: 3 clusters Score -5335590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -5335587.500000 Penalty: 3466.820557
	Iteration 26Q: 3 clusters Score -5335588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -5335587.500000 Penalty: 3466.820557
	Iteration 27F: 3 clusters Score -5335588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (81303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81303 members 
Entering Unmasked Estep 
Score: -10062309.000000 Penalty: 1837.214844
	Iteration 0F: 2 clusters Score -1.006231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -10010704.000000 Penalty: 3674.429688
	Iteration 0F: 3 clusters Score -1.00107e+07 nChanged 38527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -10032933.000000 Penalty: 3674.429688
	Iteration 1F: 3 clusters Score -1.003293e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -10033844.000000 Penalty: 3674.429688
	Iteration 2Q: 3 clusters Score -1.003384e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -10034900.000000 Penalty: 3674.429688
	Iteration 3Q: 3 clusters Score -1.00349e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -10036420.000000 Penalty: 3674.429688
	Iteration 4Q: 3 clusters Score -1.003642e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -10038730.000000 Penalty: 3674.429688
	Iteration 5F: 3 clusters Score -1.003873e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -10041994.000000 Penalty: 3674.429688
	Iteration 6F: 3 clusters Score -1.004199e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
Score: -10046232.000000 Penalty: 3674.429688
	Iteration 7F: 3 clusters Score -1.004623e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -10050510.000000 Penalty: 3674.429688
	Iteration 8F: 3 clusters Score -1.005051e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 72675 members 
Entering Unmasked Estep 
Score: -10053980.000000 Penalty: 3674.429688
	Iteration 9F: 3 clusters Score -1.005398e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -10056524.000000 Penalty: 3674.429688
	Iteration 10Q: 3 clusters Score -1.005652e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -10058115.000000 Penalty: 3674.429688
	Iteration 11Q: 3 clusters Score -1.005812e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 79066 members 
Entering Unmasked Estep 
Score: -10059092.000000 Penalty: 3674.429688
	Iteration 12Q: 3 clusters Score -1.005909e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 79795 members 
Entering Unmasked Estep 
Score: -10059699.000000 Penalty: 3674.429688
	Iteration 13Q: 3 clusters Score -1.00597e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 80185 members 
Entering Unmasked Estep 
Score: -10060054.000000 Penalty: 3674.429688
	Iteration 14Q: 3 clusters Score -1.006005e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 80431 members 
Entering Unmasked Estep 
Score: -10060250.000000 Penalty: 3674.429688
	Iteration 15Q: 3 clusters Score -1.006025e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 80575 members 
Entering Unmasked Estep 
Score: -10060381.000000 Penalty: 3674.429688
	Iteration 16Q: 3 clusters Score -1.006038e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -10060475.000000 Penalty: 3674.429688
	Iteration 17Q: 3 clusters Score -1.006048e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 80724 members 
Entering Unmasked Estep 
Score: -10060526.000000 Penalty: 3674.429688
	Iteration 18Q: 3 clusters Score -1.006053e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 80765 members 
Entering Unmasked Estep 
Score: -10060566.000000 Penalty: 3674.429688
	Iteration 19Q: 3 clusters Score -1.006057e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -10060595.000000 Penalty: 3674.429688
	Iteration 20F: 3 clusters Score -1.00606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -10060618.000000 Penalty: 3674.429688
	Iteration 21Q: 3 clusters Score -1.006062e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -10060617.000000 Penalty: 3674.429688
	Iteration 22Q: 3 clusters Score -1.006062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -10060634.000000 Penalty: 3674.429688
	Iteration 23Q: 3 clusters Score -1.006063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -10060634.000000 Penalty: 3674.429688
	Iteration 24Q: 3 clusters Score -1.006063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 80858 members 
Entering Unmasked Estep 
Score: -10060657.000000 Penalty: 3674.429688
	Iteration 25Q: 3 clusters Score -1.006066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 80867 members 
Entering Unmasked Estep 
Score: -10060666.000000 Penalty: 3674.429688
	Iteration 26Q: 3 clusters Score -1.006067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 80871 members 
Entering Unmasked Estep 
Score: -10060672.000000 Penalty: 3674.429688
	Iteration 27Q: 3 clusters Score -1.006067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -10060669.000000 Penalty: 3674.429688
	Iteration 28Q: 3 clusters Score -1.006067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 80876 members 
Entering Unmasked Estep 
Score: -10060674.000000 Penalty: 3674.429688
	Iteration 29Q: 3 clusters Score -1.006067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 80877 members 
Entering Unmasked Estep 
Score: -10060678.000000 Penalty: 3674.429688
	Iteration 30Q: 3 clusters Score -1.006068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -10060682.000000 Penalty: 3674.429688
	Iteration 31Q: 3 clusters Score -1.006068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 80884 members 
Entering Unmasked Estep 
Score: -10060690.000000 Penalty: 3674.429688
	Iteration 32Q: 3 clusters Score -1.006069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -10060699.000000 Penalty: 3674.429688
	Iteration 33Q: 3 clusters Score -1.00607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 80892 members 
Entering Unmasked Estep 
Score: -10060687.000000 Penalty: 3674.429688
	Iteration 34Q: 3 clusters Score -1.006069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -10060684.000000 Penalty: 3674.429688
	Iteration 35Q: 3 clusters Score -1.006068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 80895 members 
Entering Unmasked Estep 
Score: -10060690.000000 Penalty: 3674.429688
	Iteration 36Q: 3 clusters Score -1.006069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -10060691.000000 Penalty: 3674.429688
	Iteration 37Q: 3 clusters Score -1.006069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -10060691.000000 Penalty: 3674.429688
	Iteration 38F: 3 clusters Score -1.006069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (54449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Entering Unmasked Estep 
Score: -6824987.500000 Penalty: 1772.065674
	Iteration 0F: 2 clusters Score -6824988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -6789853.500000 Penalty: 3544.131348
	Iteration 0F: 3 clusters Score -6789854 nChanged 25620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -6804627.500000 Penalty: 3544.131348
	Iteration 1F: 3 clusters Score -6804628 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -6805486.000000 Penalty: 3544.131348
	Iteration 2Q: 3 clusters Score -6805486 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -6806712.500000 Penalty: 3544.131348
	Iteration 3Q: 3 clusters Score -6806712 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -6808574.500000 Penalty: 3544.131348
	Iteration 4F: 3 clusters Score -6808574 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -6811516.500000 Penalty: 3544.131348
	Iteration 5F: 3 clusters Score -6811516 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -6815345.500000 Penalty: 3544.131348
	Iteration 6F: 3 clusters Score -6815346 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -6818946.000000 Penalty: 3544.131348
	Iteration 7F: 3 clusters Score -6818946 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -6821185.000000 Penalty: 3544.131348
	Iteration 8Q: 3 clusters Score -6821185 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6822305.500000 Penalty: 3544.131348
	Iteration 9Q: 3 clusters Score -6822306 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6822913.000000 Penalty: 3544.131348
	Iteration 10Q: 3 clusters Score -6822913 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6823203.500000 Penalty: 3544.131348
	Iteration 11Q: 3 clusters Score -6823204 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6823329.000000 Penalty: 3544.131348
	Iteration 12Q: 3 clusters Score -6823329 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6823405.000000 Penalty: 3544.131348
	Iteration 13Q: 3 clusters Score -6823405 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6823455.500000 Penalty: 3544.131348
	Iteration 14Q: 3 clusters Score -6823456 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6823474.500000 Penalty: 3544.131348
	Iteration 15Q: 3 clusters Score -6823474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6823500.000000 Penalty: 3544.131348
	Iteration 16Q: 3 clusters Score -6823500 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6823524.000000 Penalty: 3544.131348
	Iteration 17Q: 3 clusters Score -6823524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6823544.500000 Penalty: 3544.131348
	Iteration 18Q: 3 clusters Score -6823544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6823557.000000 Penalty: 3544.131348
	Iteration 19Q: 3 clusters Score -6823557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6823569.000000 Penalty: 3544.131348
	Iteration 20F: 3 clusters Score -6823569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6823577.000000 Penalty: 3544.131348
	Iteration 21Q: 3 clusters Score -6823577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6823582.000000 Penalty: 3544.131348
	Iteration 22Q: 3 clusters Score -6823582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53824 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6823589.500000 Penalty: 3544.131348
	Iteration 23Q: 3 clusters Score -6823590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6823577.500000 Penalty: 3544.131348
	Iteration 24Q: 3 clusters Score -6823578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6823580.500000 Penalty: 3544.131348
	Iteration 25Q: 3 clusters Score -6823580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6823577.000000 Penalty: 3544.131348
	Iteration 26Q: 3 clusters Score -6823577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6823581.000000 Penalty: 3544.131348
	Iteration 27Q: 3 clusters Score -6823581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6823576.500000 Penalty: 3544.131348
	Iteration 28Q: 3 clusters Score -6823576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6823576.500000 Penalty: 3544.131348
	Iteration 29F: 3 clusters Score -6823576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (70501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Entering Unmasked Estep 
Score: -8784199.000000 Penalty: 1814.049683
	Iteration 0F: 2 clusters Score -8784199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -8738240.000000 Penalty: 3628.099365
	Iteration 0F: 3 clusters Score -8738240 nChanged 33432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -8757417.000000 Penalty: 3628.099365
	Iteration 1F: 3 clusters Score -8757417 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -8757985.000000 Penalty: 3628.099365
	Iteration 2Q: 3 clusters Score -8757985 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -8758701.000000 Penalty: 3628.099365
	Iteration 3Q: 3 clusters Score -8758701 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -8759497.000000 Penalty: 3628.099365
	Iteration 4Q: 3 clusters Score -8759497 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -8760566.000000 Penalty: 3628.099365
	Iteration 5Q: 3 clusters Score -8760566 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -8762011.000000 Penalty: 3628.099365
	Iteration 6Q: 3 clusters Score -8762011 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -8763848.000000 Penalty: 3628.099365
	Iteration 7Q: 3 clusters Score -8763848 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -8766251.000000 Penalty: 3628.099365
	Iteration 8F: 3 clusters Score -8766251 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -8768844.000000 Penalty: 3628.099365
	Iteration 9F: 3 clusters Score -8768844 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -8771176.000000 Penalty: 3628.099365
	Iteration 10F: 3 clusters Score -8771176 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -8773032.000000 Penalty: 3628.099365
	Iteration 11Q: 3 clusters Score -8773032 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -8774179.000000 Penalty: 3628.099365
	Iteration 12Q: 3 clusters Score -8774179 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -8774775.000000 Penalty: 3628.099365
	Iteration 13Q: 3 clusters Score -8774775 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -8775222.000000 Penalty: 3628.099365
	Iteration 14Q: 3 clusters Score -8775222 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -8775754.000000 Penalty: 3628.099365
	Iteration 15Q: 3 clusters Score -8775754 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -8776191.000000 Penalty: 3628.099365
	Iteration 16Q: 3 clusters Score -8776191 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -8776625.000000 Penalty: 3628.099365
	Iteration 17Q: 3 clusters Score -8776625 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -8777062.000000 Penalty: 3628.099365
	Iteration 18Q: 3 clusters Score -8777062 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -8777546.000000 Penalty: 3628.099365
	Iteration 19Q: 3 clusters Score -8777546 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -8777994.000000 Penalty: 3628.099365
	Iteration 20F: 3 clusters Score -8777994 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -8778442.000000 Penalty: 3628.099365
	Iteration 21Q: 3 clusters Score -8778442 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -8778865.000000 Penalty: 3628.099365
	Iteration 22Q: 3 clusters Score -8778865 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -8779170.000000 Penalty: 3628.099365
	Iteration 23Q: 3 clusters Score -8779170 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -8779549.000000 Penalty: 3628.099365
	Iteration 24Q: 3 clusters Score -8779549 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -8779949.000000 Penalty: 3628.099365
	Iteration 25Q: 3 clusters Score -8779949 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -8780303.000000 Penalty: 3628.099365
	Iteration 26Q: 3 clusters Score -8780303 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63471 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -8780602.000000 Penalty: 3628.099365
	Iteration 27Q: 3 clusters Score -8780602 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64116 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -8780871.000000 Penalty: 3628.099365
	Iteration 28Q: 3 clusters Score -8780871 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -8781094.000000 Penalty: 3628.099365
	Iteration 29Q: 3 clusters Score -8781094 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -8781265.000000 Penalty: 3628.099365
	Iteration 30Q: 3 clusters Score -8781265 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -8781413.000000 Penalty: 3628.099365
	Iteration 31Q: 3 clusters Score -8781413 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -8781586.000000 Penalty: 3628.099365
	Iteration 32Q: 3 clusters Score -8781586 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66588 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -8781698.000000 Penalty: 3628.099365
	Iteration 33Q: 3 clusters Score -8781698 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -8781820.000000 Penalty: 3628.099365
	Iteration 34Q: 3 clusters Score -8781820 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -8781936.000000 Penalty: 3628.099365
	Iteration 35Q: 3 clusters Score -8781936 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67659 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -8782023.000000 Penalty: 3628.099365
	Iteration 36Q: 3 clusters Score -8782023 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -8782128.000000 Penalty: 3628.099365
	Iteration 37Q: 3 clusters Score -8782128 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8782218.000000 Penalty: 3628.099365
	Iteration 38Q: 3 clusters Score -8782218 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68465 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -8782315.000000 Penalty: 3628.099365
	Iteration 39Q: 3 clusters Score -8782315 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -8782411.000000 Penalty: 3628.099365
	Iteration 40F: 3 clusters Score -8782411 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -8782488.000000 Penalty: 3628.099365
	Iteration 41Q: 3 clusters Score -8782488 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69003 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8782522.000000 Penalty: 3628.099365
	Iteration 42Q: 3 clusters Score -8782522 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69102 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8782540.000000 Penalty: 3628.099365
	Iteration 43Q: 3 clusters Score -8782540 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69179 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8782560.000000 Penalty: 3628.099365
	Iteration 44Q: 3 clusters Score -8782560 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8782565.000000 Penalty: 3628.099365
	Iteration 45Q: 3 clusters Score -8782565 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8782569.000000 Penalty: 3628.099365
	Iteration 46Q: 3 clusters Score -8782569 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69404 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8782603.000000 Penalty: 3628.099365
	Iteration 47Q: 3 clusters Score -8782603 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69453 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8782607.000000 Penalty: 3628.099365
	Iteration 48Q: 3 clusters Score -8782607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8782627.000000 Penalty: 3628.099365
	Iteration 49Q: 3 clusters Score -8782627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69531 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8782633.000000 Penalty: 3628.099365
	Iteration 50Q: 3 clusters Score -8782633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69568 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8782628.000000 Penalty: 3628.099365
	Iteration 51Q: 3 clusters Score -8782628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69594 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8782649.000000 Penalty: 3628.099365
	Iteration 52Q: 3 clusters Score -8782649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69622 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8782663.000000 Penalty: 3628.099365
	Iteration 53Q: 3 clusters Score -8782663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69650 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8782675.000000 Penalty: 3628.099365
	Iteration 54Q: 3 clusters Score -8782675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69679 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8782674.000000 Penalty: 3628.099365
	Iteration 55Q: 3 clusters Score -8782674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69698 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8782694.000000 Penalty: 3628.099365
	Iteration 56Q: 3 clusters Score -8782694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69715 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8782702.000000 Penalty: 3628.099365
	Iteration 57Q: 3 clusters Score -8782702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69728 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8782698.000000 Penalty: 3628.099365
	Iteration 58Q: 3 clusters Score -8782698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69738 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8782708.000000 Penalty: 3628.099365
	Iteration 59Q: 3 clusters Score -8782708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69744 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8782708.000000 Penalty: 3628.099365
	Iteration 60F: 3 clusters Score -8782708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8782714.000000 Penalty: 3628.099365
	Iteration 61Q: 3 clusters Score -8782714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8782710.000000 Penalty: 3628.099365
	Iteration 62Q: 3 clusters Score -8782710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8782712.000000 Penalty: 3628.099365
	Iteration 63Q: 3 clusters Score -8782712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69761 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8782714.000000 Penalty: 3628.099365
	Iteration 64Q: 3 clusters Score -8782714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69770 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8782721.000000 Penalty: 3628.099365
	Iteration 65Q: 3 clusters Score -8782721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69776 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8782725.000000 Penalty: 3628.099365
	Iteration 66Q: 3 clusters Score -8782725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69783 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8782725.000000 Penalty: 3628.099365
	Iteration 67Q: 3 clusters Score -8782725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69785 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8782725.000000 Penalty: 3628.099365
	Iteration 68Q: 3 clusters Score -8782725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69792 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8782726.000000 Penalty: 3628.099365
	Iteration 69Q: 3 clusters Score -8782726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69797 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8782735.000000 Penalty: 3628.099365
	Iteration 70Q: 3 clusters Score -8782735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69802 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8782743.000000 Penalty: 3628.099365
	Iteration 71Q: 3 clusters Score -8782743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69806 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8782742.000000 Penalty: 3628.099365
	Iteration 72Q: 3 clusters Score -8782742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69808 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8782741.000000 Penalty: 3628.099365
	Iteration 73Q: 3 clusters Score -8782741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8782746.000000 Penalty: 3628.099365
	Iteration 74Q: 3 clusters Score -8782746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69811 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8782741.000000 Penalty: 3628.099365
	Iteration 75Q: 3 clusters Score -8782741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69813 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8782741.000000 Penalty: 3628.099365
	Iteration 76Q: 3 clusters Score -8782741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8782748.000000 Penalty: 3628.099365
	Iteration 77Q: 3 clusters Score -8782748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8782750.000000 Penalty: 3628.099365
	Iteration 78Q: 3 clusters Score -8782750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8782756.000000 Penalty: 3628.099365
	Iteration 79Q: 3 clusters Score -8782756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69823 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8782753.000000 Penalty: 3628.099365
	Iteration 80F: 3 clusters Score -8782753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69825 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8782752.000000 Penalty: 3628.099365
	Iteration 81Q: 3 clusters Score -8782752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69825 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8782752.000000 Penalty: 3628.099365
	Iteration 82F: 3 clusters Score -8782752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Entering Unmasked Estep 
Score: -4467957.500000 Penalty: 1704.429810
	Iteration 0F: 2 clusters Score -4467958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -4443839.500000 Penalty: 3408.859619
	Iteration 0F: 3 clusters Score -4443840 nChanged 16670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -4453231.500000 Penalty: 3408.859619
	Iteration 1F: 3 clusters Score -4453232 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -4453809.000000 Penalty: 3408.859619
	Iteration 2Q: 3 clusters Score -4453809 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -4454458.000000 Penalty: 3408.859619
	Iteration 3Q: 3 clusters Score -4454458 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -4455291.000000 Penalty: 3408.859619
	Iteration 4Q: 3 clusters Score -4455291 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -4456435.500000 Penalty: 3408.859619
	Iteration 5F: 3 clusters Score -4456436 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -4457991.000000 Penalty: 3408.859619
	Iteration 6F: 3 clusters Score -4457991 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -4459948.000000 Penalty: 3408.859619
	Iteration 7F: 3 clusters Score -4459948 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -4461900.000000 Penalty: 3408.859619
	Iteration 8F: 3 clusters Score -4461900 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -4463133.500000 Penalty: 3408.859619
	Iteration 9F: 3 clusters Score -4463134 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -4463701.000000 Penalty: 3408.859619
	Iteration 10Q: 3 clusters Score -4463701 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -4463990.500000 Penalty: 3408.859619
	Iteration 11Q: 3 clusters Score -4463990 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -4464250.000000 Penalty: 3408.859619
	Iteration 12Q: 3 clusters Score -4464250 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -4464427.500000 Penalty: 3408.859619
	Iteration 13Q: 3 clusters Score -4464428 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -4464604.500000 Penalty: 3408.859619
	Iteration 14Q: 3 clusters Score -4464604 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -4464766.000000 Penalty: 3408.859619
	Iteration 15Q: 3 clusters Score -4464766 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -4464932.500000 Penalty: 3408.859619
	Iteration 16Q: 3 clusters Score -4464932 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -4465086.500000 Penalty: 3408.859619
	Iteration 17Q: 3 clusters Score -4465086 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -4465224.500000 Penalty: 3408.859619
	Iteration 18Q: 3 clusters Score -4465224 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -4465335.500000 Penalty: 3408.859619
	Iteration 19Q: 3 clusters Score -4465336 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -4465446.500000 Penalty: 3408.859619
	Iteration 20F: 3 clusters Score -4465446 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -4465559.000000 Penalty: 3408.859619
	Iteration 21Q: 3 clusters Score -4465559 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -4465668.500000 Penalty: 3408.859619
	Iteration 22Q: 3 clusters Score -4465668 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -4465768.500000 Penalty: 3408.859619
	Iteration 23Q: 3 clusters Score -4465768 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -4465855.000000 Penalty: 3408.859619
	Iteration 24Q: 3 clusters Score -4465855 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -4465954.500000 Penalty: 3408.859619
	Iteration 25Q: 3 clusters Score -4465954 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -4466026.000000 Penalty: 3408.859619
	Iteration 26Q: 3 clusters Score -4466026 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -4466112.500000 Penalty: 3408.859619
	Iteration 27Q: 3 clusters Score -4466112 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -4466168.000000 Penalty: 3408.859619
	Iteration 28Q: 3 clusters Score -4466168 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -4466213.500000 Penalty: 3408.859619
	Iteration 29Q: 3 clusters Score -4466214 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -4466276.000000 Penalty: 3408.859619
	Iteration 30Q: 3 clusters Score -4466276 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -4466313.500000 Penalty: 3408.859619
	Iteration 31Q: 3 clusters Score -4466314 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -4466348.500000 Penalty: 3408.859619
	Iteration 32Q: 3 clusters Score -4466348 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -4466372.500000 Penalty: 3408.859619
	Iteration 33Q: 3 clusters Score -4466372 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -4466400.500000 Penalty: 3408.859619
	Iteration 34Q: 3 clusters Score -4466400 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -4466421.000000 Penalty: 3408.859619
	Iteration 35Q: 3 clusters Score -4466421 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -4466441.000000 Penalty: 3408.859619
	Iteration 36Q: 3 clusters Score -4466441 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -4466452.000000 Penalty: 3408.859619
	Iteration 37Q: 3 clusters Score -4466452 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -4466477.000000 Penalty: 3408.859619
	Iteration 38Q: 3 clusters Score -4466477 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -4466505.000000 Penalty: 3408.859619
	Iteration 39Q: 3 clusters Score -4466505 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -4466532.000000 Penalty: 3408.859619
	Iteration 40F: 3 clusters Score -4466532 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -4466560.500000 Penalty: 3408.859619
	Iteration 41Q: 3 clusters Score -4466560 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -4466579.000000 Penalty: 3408.859619
	Iteration 42Q: 3 clusters Score -4466579 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -4466597.500000 Penalty: 3408.859619
	Iteration 43Q: 3 clusters Score -4466598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -4466602.000000 Penalty: 3408.859619
	Iteration 44Q: 3 clusters Score -4466602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -4466604.500000 Penalty: 3408.859619
	Iteration 45Q: 3 clusters Score -4466604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -4466609.500000 Penalty: 3408.859619
	Iteration 46Q: 3 clusters Score -4466610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -4466613.500000 Penalty: 3408.859619
	Iteration 47Q: 3 clusters Score -4466614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -4466616.500000 Penalty: 3408.859619
	Iteration 48Q: 3 clusters Score -4466616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -4466619.500000 Penalty: 3408.859619
	Iteration 49Q: 3 clusters Score -4466620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -4466622.000000 Penalty: 3408.859619
	Iteration 50Q: 3 clusters Score -4466622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -4466623.500000 Penalty: 3408.859619
	Iteration 51Q: 3 clusters Score -4466624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -4466632.000000 Penalty: 3408.859619
	Iteration 52Q: 3 clusters Score -4466632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -4466635.000000 Penalty: 3408.859619
	Iteration 53Q: 3 clusters Score -4466635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4466636.500000 Penalty: 3408.859619
	Iteration 54Q: 3 clusters Score -4466636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -4466643.000000 Penalty: 3408.859619
	Iteration 55Q: 3 clusters Score -4466643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -4466640.500000 Penalty: 3408.859619
	Iteration 56Q: 3 clusters Score -4466640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4466645.500000 Penalty: 3408.859619
	Iteration 57Q: 3 clusters Score -4466646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -4466640.500000 Penalty: 3408.859619
	Iteration 58Q: 3 clusters Score -4466640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -4466641.500000 Penalty: 3408.859619
	Iteration 59Q: 3 clusters Score -4466642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -4466643.500000 Penalty: 3408.859619
	Iteration 60F: 3 clusters Score -4466644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -4466647.500000 Penalty: 3408.859619
	Iteration 61Q: 3 clusters Score -4466648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -4466645.000000 Penalty: 3408.859619
	Iteration 62Q: 3 clusters Score -4466645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -4466648.500000 Penalty: 3408.859619
	Iteration 63Q: 3 clusters Score -4466648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -4466649.500000 Penalty: 3408.859619
	Iteration 64Q: 3 clusters Score -4466650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4466652.000000 Penalty: 3408.859619
	Iteration 65Q: 3 clusters Score -4466652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4466653.500000 Penalty: 3408.859619
	Iteration 66Q: 3 clusters Score -4466654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -4466659.000000 Penalty: 3408.859619
	Iteration 67Q: 3 clusters Score -4466659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -4466657.500000 Penalty: 3408.859619
	Iteration 68Q: 3 clusters Score -4466658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -4466658.000000 Penalty: 3408.859619
	Iteration 69Q: 3 clusters Score -4466658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -4466663.000000 Penalty: 3408.859619
	Iteration 70Q: 3 clusters Score -4466663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4466663.000000 Penalty: 3408.859619
	Iteration 71Q: 3 clusters Score -4466663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4466660.000000 Penalty: 3408.859619
	Iteration 72Q: 3 clusters Score -4466660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -4466666.000000 Penalty: 3408.859619
	Iteration 73Q: 3 clusters Score -4466666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -4466663.500000 Penalty: 3408.859619
	Iteration 74Q: 3 clusters Score -4466664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -4466668.500000 Penalty: 3408.859619
	Iteration 75Q: 3 clusters Score -4466668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -4466665.000000 Penalty: 3408.859619
	Iteration 76Q: 3 clusters Score -4466665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -4466667.000000 Penalty: 3408.859619
	Iteration 77Q: 3 clusters Score -4466667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -4466668.000000 Penalty: 3408.859619
	Iteration 78Q: 3 clusters Score -4466668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -4466672.500000 Penalty: 3408.859619
	Iteration 79Q: 3 clusters Score -4466672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -4466675.000000 Penalty: 3408.859619
	Iteration 80F: 3 clusters Score -4466675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -4466673.500000 Penalty: 3408.859619
	Iteration 81Q: 3 clusters Score -4466674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -4466680.000000 Penalty: 3408.859619
	Iteration 82Q: 3 clusters Score -4466680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -4466677.000000 Penalty: 3408.859619
	Iteration 83Q: 3 clusters Score -4466677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -4466679.500000 Penalty: 3408.859619
	Iteration 84Q: 3 clusters Score -4466680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -4466680.500000 Penalty: 3408.859619
	Iteration 85Q: 3 clusters Score -4466680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -4466680.500000 Penalty: 3408.859619
	Iteration 86F: 3 clusters Score -4466680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Entering Unmasked Estep 
Score: -6818728.000000 Penalty: 1772.943726
	Iteration 0F: 2 clusters Score -6818728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -6782558.000000 Penalty: 3545.887451
	Iteration 0F: 3 clusters Score -6782558 nChanged 25677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -6796943.000000 Penalty: 3545.887451
	Iteration 1F: 3 clusters Score -6796943 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -6797388.000000 Penalty: 3545.887451
	Iteration 2Q: 3 clusters Score -6797388 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -6797830.000000 Penalty: 3545.887451
	Iteration 3Q: 3 clusters Score -6797830 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -6798446.500000 Penalty: 3545.887451
	Iteration 4Q: 3 clusters Score -6798446 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -6799127.000000 Penalty: 3545.887451
	Iteration 5Q: 3 clusters Score -6799127 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -6800082.500000 Penalty: 3545.887451
	Iteration 6Q: 3 clusters Score -6800082 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -6801337.000000 Penalty: 3545.887451
	Iteration 7Q: 3 clusters Score -6801337 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -6803034.000000 Penalty: 3545.887451
	Iteration 8F: 3 clusters Score -6803034 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -6805190.500000 Penalty: 3545.887451
	Iteration 9F: 3 clusters Score -6805190 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -6807297.000000 Penalty: 3545.887451
	Iteration 10F: 3 clusters Score -6807297 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -6808750.500000 Penalty: 3545.887451
	Iteration 11F: 3 clusters Score -6808750 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -6809332.500000 Penalty: 3545.887451
	Iteration 12Q: 3 clusters Score -6809332 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -6809608.500000 Penalty: 3545.887451
	Iteration 13Q: 3 clusters Score -6809608 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -6809773.000000 Penalty: 3545.887451
	Iteration 14Q: 3 clusters Score -6809773 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -6809856.500000 Penalty: 3545.887451
	Iteration 15Q: 3 clusters Score -6809856 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -6809967.500000 Penalty: 3545.887451
	Iteration 16Q: 3 clusters Score -6809968 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -6810131.500000 Penalty: 3545.887451
	Iteration 17Q: 3 clusters Score -6810132 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -6810261.500000 Penalty: 3545.887451
	Iteration 18Q: 3 clusters Score -6810262 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -6810396.500000 Penalty: 3545.887451
	Iteration 19Q: 3 clusters Score -6810396 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -6810548.500000 Penalty: 3545.887451
	Iteration 20F: 3 clusters Score -6810548 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -6810699.000000 Penalty: 3545.887451
	Iteration 21Q: 3 clusters Score -6810699 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -6810871.000000 Penalty: 3545.887451
	Iteration 22Q: 3 clusters Score -6810871 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -6811072.500000 Penalty: 3545.887451
	Iteration 23Q: 3 clusters Score -6811072 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -6811245.000000 Penalty: 3545.887451
	Iteration 24Q: 3 clusters Score -6811245 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -6811432.000000 Penalty: 3545.887451
	Iteration 25Q: 3 clusters Score -6811432 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -6811651.500000 Penalty: 3545.887451
	Iteration 26Q: 3 clusters Score -6811652 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -6811858.500000 Penalty: 3545.887451
	Iteration 27Q: 3 clusters Score -6811858 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -6812076.000000 Penalty: 3545.887451
	Iteration 28Q: 3 clusters Score -6812076 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -6812347.000000 Penalty: 3545.887451
	Iteration 29Q: 3 clusters Score -6812347 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -6812677.000000 Penalty: 3545.887451
	Iteration 30Q: 3 clusters Score -6812677 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -6813027.500000 Penalty: 3545.887451
	Iteration 31Q: 3 clusters Score -6813028 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -6813337.000000 Penalty: 3545.887451
	Iteration 32Q: 3 clusters Score -6813337 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -6813733.500000 Penalty: 3545.887451
	Iteration 33Q: 3 clusters Score -6813734 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -6814138.500000 Penalty: 3545.887451
	Iteration 34Q: 3 clusters Score -6814138 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -6814497.500000 Penalty: 3545.887451
	Iteration 35Q: 3 clusters Score -6814498 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -6814914.000000 Penalty: 3545.887451
	Iteration 36Q: 3 clusters Score -6814914 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -6815268.500000 Penalty: 3545.887451
	Iteration 37Q: 3 clusters Score -6815268 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -6815626.000000 Penalty: 3545.887451
	Iteration 38Q: 3 clusters Score -6815626 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6815974.500000 Penalty: 3545.887451
	Iteration 39Q: 3 clusters Score -6815974 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6816282.000000 Penalty: 3545.887451
	Iteration 40F: 3 clusters Score -6816282 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6816477.500000 Penalty: 3545.887451
	Iteration 41Q: 3 clusters Score -6816478 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6816648.000000 Penalty: 3545.887451
	Iteration 42Q: 3 clusters Score -6816648 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6816806.000000 Penalty: 3545.887451
	Iteration 43Q: 3 clusters Score -6816806 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6816912.000000 Penalty: 3545.887451
	Iteration 44Q: 3 clusters Score -6816912 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6816969.500000 Penalty: 3545.887451
	Iteration 45Q: 3 clusters Score -6816970 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6817011.000000 Penalty: 3545.887451
	Iteration 46Q: 3 clusters Score -6817011 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6817044.000000 Penalty: 3545.887451
	Iteration 47Q: 3 clusters Score -6817044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6817075.000000 Penalty: 3545.887451
	Iteration 48Q: 3 clusters Score -6817075 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6817095.500000 Penalty: 3545.887451
	Iteration 49Q: 3 clusters Score -6817096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6817127.500000 Penalty: 3545.887451
	Iteration 50Q: 3 clusters Score -6817128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6817143.000000 Penalty: 3545.887451
	Iteration 51Q: 3 clusters Score -6817143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6817148.000000 Penalty: 3545.887451
	Iteration 52Q: 3 clusters Score -6817148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6817154.500000 Penalty: 3545.887451
	Iteration 53Q: 3 clusters Score -6817154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6817167.000000 Penalty: 3545.887451
	Iteration 54Q: 3 clusters Score -6817167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6817176.000000 Penalty: 3545.887451
	Iteration 55Q: 3 clusters Score -6817176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6817181.000000 Penalty: 3545.887451
	Iteration 56Q: 3 clusters Score -6817181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6817189.500000 Penalty: 3545.887451
	Iteration 57Q: 3 clusters Score -6817190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6817189.500000 Penalty: 3545.887451
	Iteration 58Q: 3 clusters Score -6817190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6817197.000000 Penalty: 3545.887451
	Iteration 59Q: 3 clusters Score -6817197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6817191.000000 Penalty: 3545.887451
	Iteration 60F: 3 clusters Score -6817191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Entering Unmasked Estep 
Score: -431349.281250 Penalty: 1336.339355
	Iteration 0F: 2 clusters Score -431349.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -428182.437500 Penalty: 2672.678711
	Iteration 0F: 3 clusters Score -428182.4 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -429083.500000 Penalty: 2672.678711
	Iteration 1F: 3 clusters Score -429083.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -429291.718750 Penalty: 2672.678711
	Iteration 2F: 3 clusters Score -429291.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -429456.250000 Penalty: 2672.678711
	Iteration 3F: 3 clusters Score -429456.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -429600.250000 Penalty: 2672.678711
	Iteration 4Q: 3 clusters Score -429600.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -429786.437500 Penalty: 2672.678711
	Iteration 5F: 3 clusters Score -429786.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -430021.250000 Penalty: 2672.678711
	Iteration 6F: 3 clusters Score -430021.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -430300.062500 Penalty: 2672.678711
	Iteration 7F: 3 clusters Score -430300.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -430653.593750 Penalty: 2672.678711
	Iteration 8F: 3 clusters Score -430653.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -430982.500000 Penalty: 2672.678711
	Iteration 9F: 3 clusters Score -430982.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -431174.062500 Penalty: 2672.678711
	Iteration 10F: 3 clusters Score -431174.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -431305.312500 Penalty: 2672.678711
	Iteration 11Q: 3 clusters Score -431305.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -431391.656250 Penalty: 2672.678711
	Iteration 12Q: 3 clusters Score -431391.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -431463.750000 Penalty: 2672.678711
	Iteration 13Q: 3 clusters Score -431463.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -431539.656250 Penalty: 2672.678711
	Iteration 14Q: 3 clusters Score -431539.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -431575.531250 Penalty: 2672.678711
	Iteration 15Q: 3 clusters Score -431575.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -431586.718750 Penalty: 2672.678711
	Iteration 16Q: 3 clusters Score -431586.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -431591.968750 Penalty: 2672.678711
	Iteration 17Q: 3 clusters Score -431592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -431592.593750 Penalty: 2672.678711
	Iteration 18Q: 3 clusters Score -431592.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -431594.000000 Penalty: 2672.678711
	Iteration 19F: 3 clusters Score -431594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -431596.281250 Penalty: 2672.678711
	Iteration 20F: 3 clusters Score -431596.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -431596.437500 Penalty: 2672.678711
	Iteration 21Q: 3 clusters Score -431596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -431597.843750 Penalty: 2672.678711
	Iteration 22Q: 3 clusters Score -431597.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -431597.843750 Penalty: 2672.678711
	Iteration 23F: 3 clusters Score -431597.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23927 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 39264 members 
Mstep: Class 5 contains 42922 members 
Mstep: Class 6 contains 81303 members 
Mstep: Class 7 contains 54449 members 
Mstep: Class 8 contains 3300 members 
Mstep: Class 9 contains 70501 members 
Mstep: Class 10 contains 35911 members 
Mstep: Class 11 contains 54744 members 
Mstep: Class 12 contains 428 members 
Mstep: Class 13 contains 43921 members 
Mstep: Class 14 contains 6840 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73807 members 
Mstep: Class 19 contains 81793 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
Score: -75577616.000000 Penalty: 39018.101562
Splitting cluster 12 changes total score from -75577976.000000 to -75577616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (43921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Entering Unmasked Estep 
Score: -5445354.000000 Penalty: 1737.148926
	Iteration 0F: 2 clusters Score -5445354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -5416182.500000 Penalty: 3474.297852
	Iteration 0F: 3 clusters Score -5416182 nChanged 20424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -5427575.000000 Penalty: 3474.297852
	Iteration 1F: 3 clusters Score -5427575 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -5427914.500000 Penalty: 3474.297852
	Iteration 2Q: 3 clusters Score -5427914 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -5428283.500000 Penalty: 3474.297852
	Iteration 3Q: 3 clusters Score -5428284 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -5428659.500000 Penalty: 3474.297852
	Iteration 4Q: 3 clusters Score -5428660 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -5429110.000000 Penalty: 3474.297852
	Iteration 5Q: 3 clusters Score -5429110 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -5429843.000000 Penalty: 3474.297852
	Iteration 6Q: 3 clusters Score -5429843 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -5430895.000000 Penalty: 3474.297852
	Iteration 7Q: 3 clusters Score -5430895 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -5432408.500000 Penalty: 3474.297852
	Iteration 8F: 3 clusters Score -5432408 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -5434156.500000 Penalty: 3474.297852
	Iteration 9F: 3 clusters Score -5434156 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -5435601.000000 Penalty: 3474.297852
	Iteration 10F: 3 clusters Score -5435601 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -5436383.000000 Penalty: 3474.297852
	Iteration 11Q: 3 clusters Score -5436383 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -5436709.500000 Penalty: 3474.297852
	Iteration 12Q: 3 clusters Score -5436710 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -5436905.000000 Penalty: 3474.297852
	Iteration 13Q: 3 clusters Score -5436905 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -5437130.000000 Penalty: 3474.297852
	Iteration 14Q: 3 clusters Score -5437130 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -5437350.500000 Penalty: 3474.297852
	Iteration 15Q: 3 clusters Score -5437350 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -5437611.500000 Penalty: 3474.297852
	Iteration 16Q: 3 clusters Score -5437612 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -5437853.000000 Penalty: 3474.297852
	Iteration 17Q: 3 clusters Score -5437853 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -5438140.000000 Penalty: 3474.297852
	Iteration 18Q: 3 clusters Score -5438140 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -5438456.000000 Penalty: 3474.297852
	Iteration 19Q: 3 clusters Score -5438456 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -5438819.000000 Penalty: 3474.297852
	Iteration 20F: 3 clusters Score -5438819 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -5439214.000000 Penalty: 3474.297852
	Iteration 21Q: 3 clusters Score -5439214 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -5439594.500000 Penalty: 3474.297852
	Iteration 22Q: 3 clusters Score -5439594 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -5440035.000000 Penalty: 3474.297852
	Iteration 23Q: 3 clusters Score -5440035 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -5440466.000000 Penalty: 3474.297852
	Iteration 24Q: 3 clusters Score -5440466 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -5440954.000000 Penalty: 3474.297852
	Iteration 25Q: 3 clusters Score -5440954 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -5441425.000000 Penalty: 3474.297852
	Iteration 26Q: 3 clusters Score -5441425 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5441868.500000 Penalty: 3474.297852
	Iteration 27Q: 3 clusters Score -5441868 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5442268.000000 Penalty: 3474.297852
	Iteration 28Q: 3 clusters Score -5442268 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5442654.000000 Penalty: 3474.297852
	Iteration 29Q: 3 clusters Score -5442654 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5442970.000000 Penalty: 3474.297852
	Iteration 30Q: 3 clusters Score -5442970 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5443277.500000 Penalty: 3474.297852
	Iteration 31Q: 3 clusters Score -5443278 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5443440.500000 Penalty: 3474.297852
	Iteration 32Q: 3 clusters Score -5443440 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5443573.500000 Penalty: 3474.297852
	Iteration 33Q: 3 clusters Score -5443574 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5443674.500000 Penalty: 3474.297852
	Iteration 34Q: 3 clusters Score -5443674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5443725.000000 Penalty: 3474.297852
	Iteration 35Q: 3 clusters Score -5443725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5443748.000000 Penalty: 3474.297852
	Iteration 36Q: 3 clusters Score -5443748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5443766.000000 Penalty: 3474.297852
	Iteration 37Q: 3 clusters Score -5443766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5443780.000000 Penalty: 3474.297852
	Iteration 38Q: 3 clusters Score -5443780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5443793.000000 Penalty: 3474.297852
	Iteration 39Q: 3 clusters Score -5443793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5443803.500000 Penalty: 3474.297852
	Iteration 40F: 3 clusters Score -5443804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5443814.000000 Penalty: 3474.297852
	Iteration 41Q: 3 clusters Score -5443814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5443830.500000 Penalty: 3474.297852
	Iteration 42Q: 3 clusters Score -5443830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5443836.500000 Penalty: 3474.297852
	Iteration 43Q: 3 clusters Score -5443836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5443840.500000 Penalty: 3474.297852
	Iteration 44Q: 3 clusters Score -5443840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5443844.500000 Penalty: 3474.297852
	Iteration 45Q: 3 clusters Score -5443844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5443843.000000 Penalty: 3474.297852
	Iteration 46Q: 3 clusters Score -5443843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5443845.000000 Penalty: 3474.297852
	Iteration 47Q: 3 clusters Score -5443845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5443844.000000 Penalty: 3474.297852
	Iteration 48Q: 3 clusters Score -5443844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5443855.000000 Penalty: 3474.297852
	Iteration 49Q: 3 clusters Score -5443855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5443857.500000 Penalty: 3474.297852
	Iteration 50Q: 3 clusters Score -5443858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5443858.500000 Penalty: 3474.297852
	Iteration 51Q: 3 clusters Score -5443858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5443857.000000 Penalty: 3474.297852
	Iteration 52Q: 3 clusters Score -5443857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5443858.000000 Penalty: 3474.297852
	Iteration 53Q: 3 clusters Score -5443858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5443858.000000 Penalty: 3474.297852
	Iteration 54F: 3 clusters Score -5443858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Entering Unmasked Estep 
Score: -845359.375000 Penalty: 1434.963135
	Iteration 0F: 2 clusters Score -845359.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -840217.437500 Penalty: 2869.926270
	Iteration 0F: 3 clusters Score -840217.4 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -841744.375000 Penalty: 2869.926270
	Iteration 1F: 3 clusters Score -841744.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -841929.312500 Penalty: 2869.926270
	Iteration 2F: 3 clusters Score -841929.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -842070.500000 Penalty: 2869.926270
	Iteration 3Q: 3 clusters Score -842070.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -842200.750000 Penalty: 2869.926270
	Iteration 4Q: 3 clusters Score -842200.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -842311.625000 Penalty: 2869.926270
	Iteration 5Q: 3 clusters Score -842311.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -842427.437500 Penalty: 2869.926270
	Iteration 6Q: 3 clusters Score -842427.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -842551.625000 Penalty: 2869.926270
	Iteration 7Q: 3 clusters Score -842551.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -842690.250000 Penalty: 2869.926270
	Iteration 8Q: 3 clusters Score -842690.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -842853.750000 Penalty: 2869.926270
	Iteration 9Q: 3 clusters Score -842853.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -843043.500000 Penalty: 2869.926270
	Iteration 10Q: 3 clusters Score -843043.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -843211.062500 Penalty: 2869.926270
	Iteration 11Q: 3 clusters Score -843211.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -843358.312500 Penalty: 2869.926270
	Iteration 12Q: 3 clusters Score -843358.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -843471.312500 Penalty: 2869.926270
	Iteration 13Q: 3 clusters Score -843471.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -843569.125000 Penalty: 2869.926270
	Iteration 14Q: 3 clusters Score -843569.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -843644.875000 Penalty: 2869.926270
	Iteration 15Q: 3 clusters Score -843644.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -843705.125000 Penalty: 2869.926270
	Iteration 16Q: 3 clusters Score -843705.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -843760.312500 Penalty: 2869.926270
	Iteration 17Q: 3 clusters Score -843760.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -843816.312500 Penalty: 2869.926270
	Iteration 18Q: 3 clusters Score -843816.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -843873.312500 Penalty: 2869.926270
	Iteration 19Q: 3 clusters Score -843873.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -843923.875000 Penalty: 2869.926270
	Iteration 20F: 3 clusters Score -843923.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -843964.375000 Penalty: 2869.926270
	Iteration 21Q: 3 clusters Score -843964.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -844005.562500 Penalty: 2869.926270
	Iteration 22Q: 3 clusters Score -844005.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -844031.375000 Penalty: 2869.926270
	Iteration 23Q: 3 clusters Score -844031.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -844057.375000 Penalty: 2869.926270
	Iteration 24Q: 3 clusters Score -844057.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -844077.312500 Penalty: 2869.926270
	Iteration 25Q: 3 clusters Score -844077.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -844086.625000 Penalty: 2869.926270
	Iteration 26Q: 3 clusters Score -844086.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -844099.562500 Penalty: 2869.926270
	Iteration 27Q: 3 clusters Score -844099.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -844105.437500 Penalty: 2869.926270
	Iteration 28Q: 3 clusters Score -844105.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -844110.750000 Penalty: 2869.926270
	Iteration 29Q: 3 clusters Score -844110.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -844116.000000 Penalty: 2869.926270
	Iteration 30Q: 3 clusters Score -844116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -844121.375000 Penalty: 2869.926270
	Iteration 31Q: 3 clusters Score -844121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -844123.375000 Penalty: 2869.926270
	Iteration 32Q: 3 clusters Score -844123.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -844127.500000 Penalty: 2869.926270
	Iteration 33Q: 3 clusters Score -844127.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -844127.625000 Penalty: 2869.926270
	Iteration 34Q: 3 clusters Score -844127.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -844128.750000 Penalty: 2869.926270
	Iteration 35Q: 3 clusters Score -844128.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -844129.000000 Penalty: 2869.926270
	Iteration 36Q: 3 clusters Score -844129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -844129.000000 Penalty: 2869.926270
	Iteration 37Q: 3 clusters Score -844129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -844129.937500 Penalty: 2869.926270
	Iteration 38Q: 3 clusters Score -844129.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -844129.937500 Penalty: 2869.926270
	Iteration 39F: 3 clusters Score -844129.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56142.101562 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56142.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -55194.378906 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55194.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -55289.964844 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55289.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -55332.906250 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -55332.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -55339.378906 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55339.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -55340.671875 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55340.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -55340.671875 Penalty: 1890.561035
	Iteration 5F: 3 clusters Score -55340.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (73807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73807 members 
Entering Unmasked Estep 
Score: -9187035.000000 Penalty: 1821.496338
	Iteration 0F: 2 clusters Score -9187035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -9139080.000000 Penalty: 3642.992676
	Iteration 0F: 3 clusters Score -9139080 nChanged 35104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -9159273.000000 Penalty: 3642.992676
	Iteration 1F: 3 clusters Score -9159273 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -9159927.000000 Penalty: 3642.992676
	Iteration 2Q: 3 clusters Score -9159927 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -9160753.000000 Penalty: 3642.992676
	Iteration 3Q: 3 clusters Score -9160753 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -9161805.000000 Penalty: 3642.992676
	Iteration 4Q: 3 clusters Score -9161805 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -9163213.000000 Penalty: 3642.992676
	Iteration 5Q: 3 clusters Score -9163213 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -9165097.000000 Penalty: 3642.992676
	Iteration 6F: 3 clusters Score -9165097 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -9167623.000000 Penalty: 3642.992676
	Iteration 7F: 3 clusters Score -9167623 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -9170799.000000 Penalty: 3642.992676
	Iteration 8F: 3 clusters Score -9170799 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -9174229.000000 Penalty: 3642.992676
	Iteration 9F: 3 clusters Score -9174229 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -9176897.000000 Penalty: 3642.992676
	Iteration 10F: 3 clusters Score -9176897 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -9178284.000000 Penalty: 3642.992676
	Iteration 11Q: 3 clusters Score -9178284 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -9178930.000000 Penalty: 3642.992676
	Iteration 12Q: 3 clusters Score -9178930 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -9179344.000000 Penalty: 3642.992676
	Iteration 13Q: 3 clusters Score -9179344 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 54976 members 
Entering Unmasked Estep 
Score: -9179641.000000 Penalty: 3642.992676
	Iteration 14Q: 3 clusters Score -9179641 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -9179839.000000 Penalty: 3642.992676
	Iteration 15Q: 3 clusters Score -9179839 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -9180178.000000 Penalty: 3642.992676
	Iteration 16Q: 3 clusters Score -9180178 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
Score: -9180556.000000 Penalty: 3642.992676
	Iteration 17Q: 3 clusters Score -9180556 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 59450 members 
Entering Unmasked Estep 
Score: -9181005.000000 Penalty: 3642.992676
	Iteration 18Q: 3 clusters Score -9181005 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -9181427.000000 Penalty: 3642.992676
	Iteration 19Q: 3 clusters Score -9181427 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 61604 members 
Entering Unmasked Estep 
Score: -9181779.000000 Penalty: 3642.992676
	Iteration 20F: 3 clusters Score -9181779 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -9182268.000000 Penalty: 3642.992676
	Iteration 21Q: 3 clusters Score -9182268 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 63596 members 
Entering Unmasked Estep 
Score: -9182670.000000 Penalty: 3642.992676
	Iteration 22Q: 3 clusters Score -9182670 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -9183011.000000 Penalty: 3642.992676
	Iteration 23Q: 3 clusters Score -9183011 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 65391 members 
Entering Unmasked Estep 
Score: -9183406.000000 Penalty: 3642.992676
	Iteration 24Q: 3 clusters Score -9183406 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -9183631.000000 Penalty: 3642.992676
	Iteration 25Q: 3 clusters Score -9183631 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -9183840.000000 Penalty: 3642.992676
	Iteration 26Q: 3 clusters Score -9183840 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 67553 members 
Entering Unmasked Estep 
Score: -9184105.000000 Penalty: 3642.992676
	Iteration 27Q: 3 clusters Score -9184105 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -9184328.000000 Penalty: 3642.992676
	Iteration 28Q: 3 clusters Score -9184328 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -9184540.000000 Penalty: 3642.992676
	Iteration 29Q: 3 clusters Score -9184540 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -9184793.000000 Penalty: 3642.992676
	Iteration 30Q: 3 clusters Score -9184793 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -9184944.000000 Penalty: 3642.992676
	Iteration 31Q: 3 clusters Score -9184944 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -9185077.000000 Penalty: 3642.992676
	Iteration 32Q: 3 clusters Score -9185077 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -9185179.000000 Penalty: 3642.992676
	Iteration 33Q: 3 clusters Score -9185179 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 71129 members 
Entering Unmasked Estep 
Score: -9185329.000000 Penalty: 3642.992676
	Iteration 34Q: 3 clusters Score -9185329 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 71454 members 
Entering Unmasked Estep 
Score: -9185422.000000 Penalty: 3642.992676
	Iteration 35Q: 3 clusters Score -9185422 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 71729 members 
Entering Unmasked Estep 
Score: -9185510.000000 Penalty: 3642.992676
	Iteration 36Q: 3 clusters Score -9185510 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 71992 members 
Entering Unmasked Estep 
Score: -9185592.000000 Penalty: 3642.992676
	Iteration 37Q: 3 clusters Score -9185592 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -9185710.000000 Penalty: 3642.992676
	Iteration 38Q: 3 clusters Score -9185710 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 72406 members 
Entering Unmasked Estep 
Score: -9185742.000000 Penalty: 3642.992676
	Iteration 39Q: 3 clusters Score -9185742 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 72548 members 
Entering Unmasked Estep 
Score: -9185800.000000 Penalty: 3642.992676
	Iteration 40F: 3 clusters Score -9185800 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 72667 members 
Entering Unmasked Estep 
Score: -9185849.000000 Penalty: 3642.992676
	Iteration 41Q: 3 clusters Score -9185849 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -9185895.000000 Penalty: 3642.992676
	Iteration 42Q: 3 clusters Score -9185895 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -9185916.000000 Penalty: 3642.992676
	Iteration 43Q: 3 clusters Score -9185916 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 72947 members 
Entering Unmasked Estep 
Score: -9185946.000000 Penalty: 3642.992676
	Iteration 44Q: 3 clusters Score -9185946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 72988 members 
Entering Unmasked Estep 
Score: -9185956.000000 Penalty: 3642.992676
	Iteration 45Q: 3 clusters Score -9185956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 73028 members 
Entering Unmasked Estep 
Score: -9185961.000000 Penalty: 3642.992676
	Iteration 46Q: 3 clusters Score -9185961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 73063 members 
Entering Unmasked Estep 
Score: -9185942.000000 Penalty: 3642.992676
	Iteration 47Q: 3 clusters Score -9185942 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 73099 members 
Entering Unmasked Estep 
Score: -9185941.000000 Penalty: 3642.992676
	Iteration 48Q: 3 clusters Score -9185941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 73125 members 
Entering Unmasked Estep 
Score: -9185958.000000 Penalty: 3642.992676
	Iteration 49Q: 3 clusters Score -9185958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 73152 members 
Entering Unmasked Estep 
Score: -9185961.000000 Penalty: 3642.992676
	Iteration 50Q: 3 clusters Score -9185961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -9185952.000000 Penalty: 3642.992676
	Iteration 51Q: 3 clusters Score -9185952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 73209 members 
Entering Unmasked Estep 
Score: -9185958.000000 Penalty: 3642.992676
	Iteration 52Q: 3 clusters Score -9185958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 73235 members 
Entering Unmasked Estep 
Score: -9185979.000000 Penalty: 3642.992676
	Iteration 53Q: 3 clusters Score -9185979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 73254 members 
Entering Unmasked Estep 
Score: -9185973.000000 Penalty: 3642.992676
	Iteration 54Q: 3 clusters Score -9185973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 73270 members 
Entering Unmasked Estep 
Score: -9185982.000000 Penalty: 3642.992676
	Iteration 55Q: 3 clusters Score -9185982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -9185988.000000 Penalty: 3642.992676
	Iteration 56Q: 3 clusters Score -9185988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
Score: -9185981.000000 Penalty: 3642.992676
	Iteration 57Q: 3 clusters Score -9185981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 73290 members 
Entering Unmasked Estep 
Score: -9185984.000000 Penalty: 3642.992676
	Iteration 58Q: 3 clusters Score -9185984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 73292 members 
Entering Unmasked Estep 
Score: -9185989.000000 Penalty: 3642.992676
	Iteration 59Q: 3 clusters Score -9185989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 73297 members 
Entering Unmasked Estep 
Score: -9185985.000000 Penalty: 3642.992676
	Iteration 60F: 3 clusters Score -9185985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -9185986.000000 Penalty: 3642.992676
	Iteration 61Q: 3 clusters Score -9185986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
Score: -9185988.000000 Penalty: 3642.992676
	Iteration 62Q: 3 clusters Score -9185988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 73309 members 
Entering Unmasked Estep 
Score: -9185992.000000 Penalty: 3642.992676
	Iteration 63Q: 3 clusters Score -9185992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -9185993.000000 Penalty: 3642.992676
	Iteration 64Q: 3 clusters Score -9185993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -9185992.000000 Penalty: 3642.992676
	Iteration 65Q: 3 clusters Score -9185992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 73319 members 
Entering Unmasked Estep 
Score: -9185993.000000 Penalty: 3642.992676
	Iteration 66Q: 3 clusters Score -9185993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 73321 members 
Entering Unmasked Estep 
Score: -9185996.000000 Penalty: 3642.992676
	Iteration 67Q: 3 clusters Score -9185996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 73324 members 
Entering Unmasked Estep 
Score: -9185994.000000 Penalty: 3642.992676
	Iteration 68Q: 3 clusters Score -9185994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 73328 members 
Entering Unmasked Estep 
Score: -9185986.000000 Penalty: 3642.992676
	Iteration 69Q: 3 clusters Score -9185986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 73329 members 
Entering Unmasked Estep 
Score: -9185990.000000 Penalty: 3642.992676
	Iteration 70Q: 3 clusters Score -9185990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 73330 members 
Entering Unmasked Estep 
Score: -9185995.000000 Penalty: 3642.992676
	Iteration 71Q: 3 clusters Score -9185995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -9185993.000000 Penalty: 3642.992676
	Iteration 72Q: 3 clusters Score -9185993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 73332 members 
Entering Unmasked Estep 
Score: -9186001.000000 Penalty: 3642.992676
	Iteration 73Q: 3 clusters Score -9186001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -9185994.000000 Penalty: 3642.992676
	Iteration 74Q: 3 clusters Score -9185994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 73335 members 
Entering Unmasked Estep 
Score: -9186000.000000 Penalty: 3642.992676
	Iteration 75Q: 3 clusters Score -9186000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 73339 members 
Entering Unmasked Estep 
Score: -9185995.000000 Penalty: 3642.992676
	Iteration 76Q: 3 clusters Score -9185995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 73342 members 
Entering Unmasked Estep 
Score: -9185996.000000 Penalty: 3642.992676
	Iteration 77Q: 3 clusters Score -9185996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 73341 members 
Entering Unmasked Estep 
Score: -9185998.000000 Penalty: 3642.992676
	Iteration 78Q: 3 clusters Score -9185998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 73341 members 
Entering Unmasked Estep 
Score: -9185998.000000 Penalty: 3642.992676
	Iteration 79F: 3 clusters Score -9185998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (81793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81793 members 
Entering Unmasked Estep 
Score: -10115108.000000 Penalty: 1838.191406
	Iteration 0F: 2 clusters Score -1.011511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -10062922.000000 Penalty: 3676.382812
	Iteration 0F: 3 clusters Score -1.006292e+07 nChanged 38962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -10085335.000000 Penalty: 3676.382812
	Iteration 1F: 3 clusters Score -1.008534e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -10085821.000000 Penalty: 3676.382812
	Iteration 2Q: 3 clusters Score -1.008582e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -10086180.000000 Penalty: 3676.382812
	Iteration 3Q: 3 clusters Score -1.008618e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -10086599.000000 Penalty: 3676.382812
	Iteration 4Q: 3 clusters Score -1.00866e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -10087094.000000 Penalty: 3676.382812
	Iteration 5Q: 3 clusters Score -1.008709e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -10087822.000000 Penalty: 3676.382812
	Iteration 6Q: 3 clusters Score -1.008782e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -10088982.000000 Penalty: 3676.382812
	Iteration 7Q: 3 clusters Score -1.008898e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -10090966.000000 Penalty: 3676.382812
	Iteration 8Q: 3 clusters Score -1.009097e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -10093944.000000 Penalty: 3676.382812
	Iteration 9F: 3 clusters Score -1.009394e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -10097820.000000 Penalty: 3676.382812
	Iteration 10F: 3 clusters Score -1.009782e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64069 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -10102223.000000 Penalty: 3676.382812
	Iteration 11F: 3 clusters Score -1.010222e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -10106343.000000 Penalty: 3676.382812
	Iteration 12F: 3 clusters Score -1.010634e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70566 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -10109400.000000 Penalty: 3676.382812
	Iteration 13Q: 3 clusters Score -1.01094e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -10111335.000000 Penalty: 3676.382812
	Iteration 14Q: 3 clusters Score -1.011134e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -10112300.000000 Penalty: 3676.382812
	Iteration 15Q: 3 clusters Score -1.01123e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73649 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -10112997.000000 Penalty: 3676.382812
	Iteration 16Q: 3 clusters Score -1.0113e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74249 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -10113445.000000 Penalty: 3676.382812
	Iteration 17Q: 3 clusters Score -1.011344e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -10113663.000000 Penalty: 3676.382812
	Iteration 18Q: 3 clusters Score -1.011366e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75200 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -10113776.000000 Penalty: 3676.382812
	Iteration 19Q: 3 clusters Score -1.011378e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -10113859.000000 Penalty: 3676.382812
	Iteration 20F: 3 clusters Score -1.011386e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -10113919.000000 Penalty: 3676.382812
	Iteration 21Q: 3 clusters Score -1.011392e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -10113963.000000 Penalty: 3676.382812
	Iteration 22Q: 3 clusters Score -1.011396e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76488 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -10113933.000000 Penalty: 3676.382812
	Iteration 23Q: 3 clusters Score -1.011393e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76734 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -10113964.000000 Penalty: 3676.382812
	Iteration 24Q: 3 clusters Score -1.011396e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76953 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -10113956.000000 Penalty: 3676.382812
	Iteration 25Q: 3 clusters Score -1.011396e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -10113958.000000 Penalty: 3676.382812
	Iteration 26Q: 3 clusters Score -1.011396e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77327 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -10113947.000000 Penalty: 3676.382812
	Iteration 27Q: 3 clusters Score -1.011395e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77483 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -10113959.000000 Penalty: 3676.382812
	Iteration 28Q: 3 clusters Score -1.011396e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -10113947.000000 Penalty: 3676.382812
	Iteration 29Q: 3 clusters Score -1.011395e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77772 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -10113956.000000 Penalty: 3676.382812
	Iteration 30Q: 3 clusters Score -1.011396e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77890 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -10113928.000000 Penalty: 3676.382812
	Iteration 31Q: 3 clusters Score -1.011393e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77985 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -10113958.000000 Penalty: 3676.382812
	Iteration 32Q: 3 clusters Score -1.011396e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78060 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -10113926.000000 Penalty: 3676.382812
	Iteration 33Q: 3 clusters Score -1.011393e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -10113927.000000 Penalty: 3676.382812
	Iteration 34Q: 3 clusters Score -1.011393e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -10113894.000000 Penalty: 3676.382812
	Iteration 35Q: 3 clusters Score -1.011389e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78285 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -10113874.000000 Penalty: 3676.382812
	Iteration 36Q: 3 clusters Score -1.011387e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78385 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -10113872.000000 Penalty: 3676.382812
	Iteration 37Q: 3 clusters Score -1.011387e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78476 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -10113846.000000 Penalty: 3676.382812
	Iteration 38Q: 3 clusters Score -1.011385e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -10113856.000000 Penalty: 3676.382812
	Iteration 39Q: 3 clusters Score -1.011386e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78636 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -10113835.000000 Penalty: 3676.382812
	Iteration 40F: 3 clusters Score -1.011384e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -10113849.000000 Penalty: 3676.382812
	Iteration 41Q: 3 clusters Score -1.011385e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78758 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -10113844.000000 Penalty: 3676.382812
	Iteration 42Q: 3 clusters Score -1.011384e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -10113841.000000 Penalty: 3676.382812
	Iteration 43Q: 3 clusters Score -1.011384e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78848 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -10113844.000000 Penalty: 3676.382812
	Iteration 44Q: 3 clusters Score -1.011384e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78889 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -10113825.000000 Penalty: 3676.382812
	Iteration 45Q: 3 clusters Score -1.011382e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78921 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -10113831.000000 Penalty: 3676.382812
	Iteration 46Q: 3 clusters Score -1.011383e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78952 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -10113832.000000 Penalty: 3676.382812
	Iteration 47Q: 3 clusters Score -1.011383e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -10113816.000000 Penalty: 3676.382812
	Iteration 48Q: 3 clusters Score -1.011382e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79026 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -10113798.000000 Penalty: 3676.382812
	Iteration 49Q: 3 clusters Score -1.01138e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79066 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -10113804.000000 Penalty: 3676.382812
	Iteration 50Q: 3 clusters Score -1.01138e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79100 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -10113812.000000 Penalty: 3676.382812
	Iteration 51Q: 3 clusters Score -1.011381e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -10113803.000000 Penalty: 3676.382812
	Iteration 52Q: 3 clusters Score -1.01138e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -10113796.000000 Penalty: 3676.382812
	Iteration 53Q: 3 clusters Score -1.01138e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -10113799.000000 Penalty: 3676.382812
	Iteration 54Q: 3 clusters Score -1.01138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79189 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -10113793.000000 Penalty: 3676.382812
	Iteration 55Q: 3 clusters Score -1.011379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -10113806.000000 Penalty: 3676.382812
	Iteration 56Q: 3 clusters Score -1.011381e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -10113793.000000 Penalty: 3676.382812
	Iteration 57Q: 3 clusters Score -1.011379e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -10113776.000000 Penalty: 3676.382812
	Iteration 58Q: 3 clusters Score -1.011378e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79258 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -10113767.000000 Penalty: 3676.382812
	Iteration 59Q: 3 clusters Score -1.011377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -10113777.000000 Penalty: 3676.382812
	Iteration 60F: 3 clusters Score -1.011378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -10113772.000000 Penalty: 3676.382812
	Iteration 61Q: 3 clusters Score -1.011377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79303 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -10113764.000000 Penalty: 3676.382812
	Iteration 62Q: 3 clusters Score -1.011376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -10113770.000000 Penalty: 3676.382812
	Iteration 63Q: 3 clusters Score -1.011377e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79340 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -10113772.000000 Penalty: 3676.382812
	Iteration 64Q: 3 clusters Score -1.011377e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -10113760.000000 Penalty: 3676.382812
	Iteration 65Q: 3 clusters Score -1.011376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -10113766.000000 Penalty: 3676.382812
	Iteration 66Q: 3 clusters Score -1.011377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79394 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -10113770.000000 Penalty: 3676.382812
	Iteration 67Q: 3 clusters Score -1.011377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79409 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -10113765.000000 Penalty: 3676.382812
	Iteration 68Q: 3 clusters Score -1.011376e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79426 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -10113763.000000 Penalty: 3676.382812
	Iteration 69Q: 3 clusters Score -1.011376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -10113766.000000 Penalty: 3676.382812
	Iteration 70Q: 3 clusters Score -1.011377e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79472 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -10113768.000000 Penalty: 3676.382812
	Iteration 71Q: 3 clusters Score -1.011377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79494 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -10113763.000000 Penalty: 3676.382812
	Iteration 72Q: 3 clusters Score -1.011376e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -10113763.000000 Penalty: 3676.382812
	Iteration 73Q: 3 clusters Score -1.011376e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79534 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -10113761.000000 Penalty: 3676.382812
	Iteration 74Q: 3 clusters Score -1.011376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79544 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -10113751.000000 Penalty: 3676.382812
	Iteration 75Q: 3 clusters Score -1.011375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -10113770.000000 Penalty: 3676.382812
	Iteration 76Q: 3 clusters Score -1.011377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79559 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -10113770.000000 Penalty: 3676.382812
	Iteration 77Q: 3 clusters Score -1.011377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79567 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -10113775.000000 Penalty: 3676.382812
	Iteration 78Q: 3 clusters Score -1.011378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79573 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -10113772.000000 Penalty: 3676.382812
	Iteration 79Q: 3 clusters Score -1.011377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79581 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -10113767.000000 Penalty: 3676.382812
	Iteration 80F: 3 clusters Score -1.011377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -10113767.000000 Penalty: 3676.382812
	Iteration 81Q: 3 clusters Score -1.011377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -10113760.000000 Penalty: 3676.382812
	Iteration 82Q: 3 clusters Score -1.011376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79608 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -10113761.000000 Penalty: 3676.382812
	Iteration 83Q: 3 clusters Score -1.011376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79615 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -10113753.000000 Penalty: 3676.382812
	Iteration 84Q: 3 clusters Score -1.011375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79620 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -10113750.000000 Penalty: 3676.382812
	Iteration 85Q: 3 clusters Score -1.011375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79625 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -10113745.000000 Penalty: 3676.382812
	Iteration 86Q: 3 clusters Score -1.011374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79630 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -10113748.000000 Penalty: 3676.382812
	Iteration 87Q: 3 clusters Score -1.011375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -10113757.000000 Penalty: 3676.382812
	Iteration 88Q: 3 clusters Score -1.011376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79639 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -10113764.000000 Penalty: 3676.382812
	Iteration 89Q: 3 clusters Score -1.011376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79642 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -10113766.000000 Penalty: 3676.382812
	Iteration 90Q: 3 clusters Score -1.011377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79648 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -10113765.000000 Penalty: 3676.382812
	Iteration 91Q: 3 clusters Score -1.011376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79652 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -10113766.000000 Penalty: 3676.382812
	Iteration 92Q: 3 clusters Score -1.011377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79653 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -10113764.000000 Penalty: 3676.382812
	Iteration 93Q: 3 clusters Score -1.011376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79661 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -10113768.000000 Penalty: 3676.382812
	Iteration 94Q: 3 clusters Score -1.011377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79666 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -10113771.000000 Penalty: 3676.382812
	Iteration 95Q: 3 clusters Score -1.011377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79669 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -10113767.000000 Penalty: 3676.382812
	Iteration 96Q: 3 clusters Score -1.011377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79677 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -10113748.000000 Penalty: 3676.382812
	Iteration 97Q: 3 clusters Score -1.011375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79682 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -10113751.000000 Penalty: 3676.382812
	Iteration 98Q: 3 clusters Score -1.011375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79688 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -10113740.000000 Penalty: 3676.382812
	Iteration 99Q: 3 clusters Score -1.011374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79693 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -10113734.000000 Penalty: 3676.382812
	Iteration 100F: 3 clusters Score -1.011373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79698 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -10113743.000000 Penalty: 3676.382812
	Iteration 101Q: 3 clusters Score -1.011374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -10113739.000000 Penalty: 3676.382812
	Iteration 102Q: 3 clusters Score -1.011374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79703 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -10113732.000000 Penalty: 3676.382812
	Iteration 103Q: 3 clusters Score -1.011373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79707 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -10113735.000000 Penalty: 3676.382812
	Iteration 104Q: 3 clusters Score -1.011374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79712 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -10113733.000000 Penalty: 3676.382812
	Iteration 105Q: 3 clusters Score -1.011373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79721 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -10113731.000000 Penalty: 3676.382812
	Iteration 106Q: 3 clusters Score -1.011373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -10113737.000000 Penalty: 3676.382812
	Iteration 107Q: 3 clusters Score -1.011374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79731 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -10113731.000000 Penalty: 3676.382812
	Iteration 108Q: 3 clusters Score -1.011373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -10113731.000000 Penalty: 3676.382812
	Iteration 109Q: 3 clusters Score -1.011373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -10113731.000000 Penalty: 3676.382812
	Iteration 110Q: 3 clusters Score -1.011373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79736 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -10113731.000000 Penalty: 3676.382812
	Iteration 111Q: 3 clusters Score -1.011373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -10113731.000000 Penalty: 3676.382812
	Iteration 112Q: 3 clusters Score -1.011373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79742 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -10113718.000000 Penalty: 3676.382812
	Iteration 113Q: 3 clusters Score -1.011372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79745 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -10113716.000000 Penalty: 3676.382812
	Iteration 114Q: 3 clusters Score -1.011372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -10113716.000000 Penalty: 3676.382812
	Iteration 115Q: 3 clusters Score -1.011372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -10113716.000000 Penalty: 3676.382812
	Iteration 116F: 3 clusters Score -1.011372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -101312.835938 Penalty: 1091.446655
	Iteration 0F: 2 clusters Score -101312.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -100003.710938 Penalty: 2182.893311
	Iteration 0F: 3 clusters Score -100003.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100178.164062 Penalty: 2182.893311
	Iteration 1F: 3 clusters Score -100178.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100231.617188 Penalty: 2182.893311
	Iteration 2F: 3 clusters Score -100231.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -100254.414062 Penalty: 2182.893311
	Iteration 3Q: 3 clusters Score -100254.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -100271.656250 Penalty: 2182.893311
	Iteration 4Q: 3 clusters Score -100271.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -100279.601562 Penalty: 2182.893311
	Iteration 5Q: 3 clusters Score -100279.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -100287.484375 Penalty: 2182.893311
	Iteration 6Q: 3 clusters Score -100287.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -100294.859375 Penalty: 2182.893311
	Iteration 7Q: 3 clusters Score -100294.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -100300.609375 Penalty: 2182.893311
	Iteration 8Q: 3 clusters Score -100300.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -100307.312500 Penalty: 2182.893311
	Iteration 9Q: 3 clusters Score -100307.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -100310.851562 Penalty: 2182.893311
	Iteration 10Q: 3 clusters Score -100310.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -100310.851562 Penalty: 2182.893311
	Iteration 11F: 3 clusters Score -100310.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23927 members 
Mstep: Class 3 contains 5131 members 
Mstep: Class 4 contains 39264 members 
Mstep: Class 5 contains 42922 members 
Mstep: Class 6 contains 81303 members 
Mstep: Class 7 contains 54449 members 
Mstep: Class 9 contains 70501 members 
Mstep: Class 10 contains 35911 members 
Mstep: Class 11 contains 54744 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 43921 members 
Mstep: Class 14 contains 6840 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73807 members 
Mstep: Class 19 contains 81793 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578136.000000 Penalty: 36850.429688
Iteration 479Q: 18 clusters Score -7.557814e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 23930 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 39248 members 
Mstep: Class 5 contains 42894 members 
Mstep: Class 6 contains 81252 members 
Mstep: Class 7 contains 54409 members 
Mstep: Class 9 contains 70481 members 
Mstep: Class 10 contains 35913 members 
Mstep: Class 11 contains 54745 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 44061 members 
Mstep: Class 14 contains 6873 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73786 members 
Mstep: Class 19 contains 81787 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578296.000000 Penalty: 36850.429688
Iteration 480F: 18 clusters Score -7.55783e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 23934 members 
Mstep: Class 3 contains 5135 members 
Mstep: Class 4 contains 39226 members 
Mstep: Class 5 contains 42873 members 
Mstep: Class 6 contains 81184 members 
Mstep: Class 7 contains 54401 members 
Mstep: Class 9 contains 70468 members 
Mstep: Class 10 contains 35914 members 
Mstep: Class 11 contains 54724 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 44208 members 
Mstep: Class 14 contains 6899 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73770 members 
Mstep: Class 19 contains 81776 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578448.000000 Penalty: 36850.429688
Iteration 481Q: 18 clusters Score -7.557845e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 23937 members 
Mstep: Class 3 contains 5135 members 
Mstep: Class 4 contains 39207 members 
Mstep: Class 5 contains 42858 members 
Mstep: Class 6 contains 81118 members 
Mstep: Class 7 contains 54412 members 
Mstep: Class 9 contains 70448 members 
Mstep: Class 10 contains 35910 members 
Mstep: Class 11 contains 54697 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 44365 members 
Mstep: Class 14 contains 6917 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73747 members 
Mstep: Class 19 contains 81761 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578432.000000 Penalty: 36850.429688
Iteration 482Q: 18 clusters Score -7.557843e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 23945 members 
Mstep: Class 3 contains 5136 members 
Mstep: Class 4 contains 39196 members 
Mstep: Class 5 contains 42840 members 
Mstep: Class 6 contains 81041 members 
Mstep: Class 7 contains 54418 members 
Mstep: Class 9 contains 70427 members 
Mstep: Class 10 contains 35902 members 
Mstep: Class 11 contains 54671 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 44507 members 
Mstep: Class 14 contains 6939 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73727 members 
Mstep: Class 19 contains 81763 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578528.000000 Penalty: 36850.429688
Iteration 483Q: 18 clusters Score -7.557853e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 23950 members 
Mstep: Class 3 contains 5138 members 
Mstep: Class 4 contains 39182 members 
Mstep: Class 5 contains 42832 members 
Mstep: Class 6 contains 80962 members 
Mstep: Class 7 contains 54444 members 
Mstep: Class 9 contains 70401 members 
Mstep: Class 10 contains 35888 members 
Mstep: Class 11 contains 54652 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 44640 members 
Mstep: Class 14 contains 6962 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73683 members 
Mstep: Class 19 contains 81779 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578520.000000 Penalty: 36850.429688
Iteration 484Q: 18 clusters Score -7.557852e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 23958 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 39164 members 
Mstep: Class 5 contains 42834 members 
Mstep: Class 6 contains 80877 members 
Mstep: Class 7 contains 54462 members 
Mstep: Class 9 contains 70372 members 
Mstep: Class 10 contains 35873 members 
Mstep: Class 11 contains 54641 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 44757 members 
Mstep: Class 14 contains 6988 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73657 members 
Mstep: Class 19 contains 81789 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578696.000000 Penalty: 36850.429688
Iteration 485Q: 18 clusters Score -7.55787e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 23969 members 
Mstep: Class 3 contains 5143 members 
Mstep: Class 4 contains 39154 members 
Mstep: Class 5 contains 42835 members 
Mstep: Class 6 contains 80777 members 
Mstep: Class 7 contains 54490 members 
Mstep: Class 9 contains 70347 members 
Mstep: Class 10 contains 35863 members 
Mstep: Class 11 contains 54615 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 44894 members 
Mstep: Class 14 contains 7008 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73636 members 
Mstep: Class 19 contains 81783 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578736.000000 Penalty: 36850.429688
Iteration 486Q: 18 clusters Score -7.557874e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 23976 members 
Mstep: Class 3 contains 5144 members 
Mstep: Class 4 contains 39143 members 
Mstep: Class 5 contains 42833 members 
Mstep: Class 6 contains 80681 members 
Mstep: Class 7 contains 54540 members 
Mstep: Class 9 contains 70311 members 
Mstep: Class 10 contains 35848 members 
Mstep: Class 11 contains 54594 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 45005 members 
Mstep: Class 14 contains 7037 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73612 members 
Mstep: Class 19 contains 81790 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578808.000000 Penalty: 36850.429688
Iteration 487Q: 18 clusters Score -7.557881e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23987 members 
Mstep: Class 3 contains 5146 members 
Mstep: Class 4 contains 39122 members 
Mstep: Class 5 contains 42834 members 
Mstep: Class 6 contains 80591 members 
Mstep: Class 7 contains 54573 members 
Mstep: Class 9 contains 70286 members 
Mstep: Class 10 contains 35839 members 
Mstep: Class 11 contains 54569 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 45110 members 
Mstep: Class 14 contains 7053 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73594 members 
Mstep: Class 19 contains 81811 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578880.000000 Penalty: 36850.429688
Iteration 488Q: 18 clusters Score -7.557888e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23989 members 
Mstep: Class 3 contains 5149 members 
Mstep: Class 4 contains 39105 members 
Mstep: Class 5 contains 42828 members 
Mstep: Class 6 contains 80495 members 
Mstep: Class 7 contains 54600 members 
Mstep: Class 9 contains 70262 members 
Mstep: Class 10 contains 35824 members 
Mstep: Class 11 contains 54542 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 45215 members 
Mstep: Class 14 contains 7078 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73584 members 
Mstep: Class 19 contains 81844 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579024.000000 Penalty: 36850.429688
Iteration 489Q: 18 clusters Score -7.557902e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23995 members 
Mstep: Class 3 contains 5152 members 
Mstep: Class 4 contains 39088 members 
Mstep: Class 5 contains 42823 members 
Mstep: Class 6 contains 80418 members 
Mstep: Class 7 contains 54605 members 
Mstep: Class 9 contains 70240 members 
Mstep: Class 10 contains 35809 members 
Mstep: Class 11 contains 54514 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 45320 members 
Mstep: Class 14 contains 7100 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73582 members 
Mstep: Class 19 contains 81869 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579184.000000 Penalty: 36850.429688
Iteration 490Q: 18 clusters Score -7.557918e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23998 members 
Mstep: Class 3 contains 5157 members 
Mstep: Class 4 contains 39072 members 
Mstep: Class 5 contains 42814 members 
Mstep: Class 6 contains 80334 members 
Mstep: Class 7 contains 54626 members 
Mstep: Class 9 contains 70226 members 
Mstep: Class 10 contains 35796 members 
Mstep: Class 11 contains 54479 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 45421 members 
Mstep: Class 14 contains 7116 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73580 members 
Mstep: Class 19 contains 81896 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579232.000000 Penalty: 36850.429688
Iteration 491Q: 18 clusters Score -7.557923e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 5164 members 
Mstep: Class 4 contains 39053 members 
Mstep: Class 5 contains 42813 members 
Mstep: Class 6 contains 80263 members 
Mstep: Class 7 contains 54656 members 
Mstep: Class 9 contains 70201 members 
Mstep: Class 10 contains 35792 members 
Mstep: Class 11 contains 54450 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 45510 members 
Mstep: Class 14 contains 7143 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73554 members 
Mstep: Class 19 contains 81919 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579344.000000 Penalty: 36850.429688
Iteration 492Q: 18 clusters Score -7.557934e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23998 members 
Mstep: Class 3 contains 5171 members 
Mstep: Class 4 contains 39035 members 
Mstep: Class 5 contains 42814 members 
Mstep: Class 6 contains 80194 members 
Mstep: Class 7 contains 54712 members 
Mstep: Class 9 contains 70180 members 
Mstep: Class 10 contains 35786 members 
Mstep: Class 11 contains 54417 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 45599 members 
Mstep: Class 14 contains 7154 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73525 members 
Mstep: Class 19 contains 81930 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579208.000000 Penalty: 36850.429688
Iteration 493Q: 18 clusters Score -7.557921e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 24004 members 
Mstep: Class 3 contains 5173 members 
Mstep: Class 4 contains 39007 members 
Mstep: Class 5 contains 42814 members 
Mstep: Class 6 contains 80132 members 
Mstep: Class 7 contains 54764 members 
Mstep: Class 9 contains 70159 members 
Mstep: Class 10 contains 35779 members 
Mstep: Class 11 contains 54383 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 45684 members 
Mstep: Class 14 contains 7172 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73500 members 
Mstep: Class 19 contains 81944 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579288.000000 Penalty: 36850.429688
Iteration 494Q: 18 clusters Score -7.557929e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 24011 members 
Mstep: Class 3 contains 5176 members 
Mstep: Class 4 contains 39001 members 
Mstep: Class 5 contains 42803 members 
Mstep: Class 6 contains 80069 members 
Mstep: Class 7 contains 54804 members 
Mstep: Class 9 contains 70136 members 
Mstep: Class 10 contains 35777 members 
Mstep: Class 11 contains 54362 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 45772 members 
Mstep: Class 14 contains 7177 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73483 members 
Mstep: Class 19 contains 81944 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579272.000000 Penalty: 36850.429688
Iteration 495Q: 18 clusters Score -7.557927e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 24024 members 
Mstep: Class 3 contains 5179 members 
Mstep: Class 4 contains 38981 members 
Mstep: Class 5 contains 42802 members 
Mstep: Class 6 contains 80005 members 
Mstep: Class 7 contains 54858 members 
Mstep: Class 9 contains 70115 members 
Mstep: Class 10 contains 35769 members 
Mstep: Class 11 contains 54344 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 45859 members 
Mstep: Class 14 contains 7185 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73467 members 
Mstep: Class 19 contains 81928 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579280.000000 Penalty: 36850.429688
Iteration 496Q: 18 clusters Score -7.557928e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 24029 members 
Mstep: Class 3 contains 5181 members 
Mstep: Class 4 contains 38955 members 
Mstep: Class 5 contains 42800 members 
Mstep: Class 6 contains 79924 members 
Mstep: Class 7 contains 54914 members 
Mstep: Class 9 contains 70102 members 
Mstep: Class 10 contains 35754 members 
Mstep: Class 11 contains 54330 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 45954 members 
Mstep: Class 14 contains 7194 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73450 members 
Mstep: Class 19 contains 81929 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579192.000000 Penalty: 36850.429688
Iteration 497Q: 18 clusters Score -7.557919e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 24032 members 
Mstep: Class 3 contains 5184 members 
Mstep: Class 4 contains 38929 members 
Mstep: Class 5 contains 42794 members 
Mstep: Class 6 contains 79853 members 
Mstep: Class 7 contains 54962 members 
Mstep: Class 9 contains 70083 members 
Mstep: Class 10 contains 35730 members 
Mstep: Class 11 contains 54307 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 46064 members 
Mstep: Class 14 contains 7212 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73425 members 
Mstep: Class 19 contains 81941 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579376.000000 Penalty: 36850.429688
Iteration 498Q: 18 clusters Score -7.557938e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 24034 members 
Mstep: Class 3 contains 5187 members 
Mstep: Class 4 contains 38896 members 
Mstep: Class 5 contains 42791 members 
Mstep: Class 6 contains 79788 members 
Mstep: Class 7 contains 54992 members 
Mstep: Class 9 contains 70078 members 
Mstep: Class 10 contains 35715 members 
Mstep: Class 11 contains 54271 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 46180 members 
Mstep: Class 14 contains 7226 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73410 members 
Mstep: Class 19 contains 81949 members 
Mstep: Class 20 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579480.000000 Penalty: 36850.429688
Iteration 499Q: 18 clusters Score -7.557948e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 24036 members 
Mstep: Class 3 contains 5190 members 
Mstep: Class 4 contains 38872 members 
Mstep: Class 5 contains 42791 members 
Mstep: Class 6 contains 79702 members 
Mstep: Class 7 contains 55018 members 
Mstep: Class 9 contains 70069 members 
Mstep: Class 10 contains 35708 members 
Mstep: Class 11 contains 54243 members 
Mstep: Class 12 contains 3724 members 
Mstep: Class 13 contains 46312 members 
Mstep: Class 14 contains 7237 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 17 contains 73396 members 
Mstep: Class 19 contains 81944 members 
Mstep: Class 20 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579584.000000 Penalty: 36850.429688
Iteration 500F: 18 clusters Score -7.557958e+07 nChanged 456
Maximum iterations exceeded
--- Evaluating fit on full set of 1863812 points ---
Entering Unmasked Estep 
Score: -228212816.000000 Penalty: 39885.347656
21->18 Clusters: Score -228212816.000000, best is -228203360.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 621270 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 29578 members 
Mstep: Class 3 contains 29614 members 
Mstep: Class 4 contains 29359 members 
Mstep: Class 5 contains 29751 members 
Mstep: Class 6 contains 29578 members 
Mstep: Class 7 contains 29410 members 
Mstep: Class 8 contains 29442 members 
Mstep: Class 9 contains 29302 members 
Mstep: Class 10 contains 29633 members 
Mstep: Class 11 contains 29853 members 
Mstep: Class 12 contains 29655 members 
Mstep: Class 13 contains 29443 members 
Mstep: Class 14 contains 30001 members 
Mstep: Class 15 contains 29711 members 
Mstep: Class 16 contains 29396 members 
Mstep: Class 17 contains 29867 members 
Mstep: Class 18 contains 29503 members 
Mstep: Class 19 contains 29177 members 
Mstep: Class 20 contains 29573 members 
Mstep: Class 21 contains 29789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 478.965607 but Gain 2167.671875
Score: -73664152.000000 Penalty: 43353.445312
Iteration 0F: 21 clusters Score -7.366415e+07 nChanged 588020
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 21948 members 
Mstep: Class 3 contains 18334 members 
Mstep: Class 4 contains 43291 members 
Mstep: Class 5 contains 37386 members 
Mstep: Class 6 contains 33269 members 
Mstep: Class 7 contains 29561 members 
Mstep: Class 8 contains 17213 members 
Mstep: Class 9 contains 43742 members 
Mstep: Class 10 contains 25826 members 
Mstep: Class 11 contains 42472 members 
Mstep: Class 12 contains 34376 members 
Mstep: Class 13 contains 19149 members 
Mstep: Class 14 contains 24743 members 
Mstep: Class 15 contains 40067 members 
Mstep: Class 17 contains 28244 members 
Mstep: Class 18 contains 18842 members 
Mstep: Class 19 contains 32930 members 
Mstep: Class 20 contains 25465 members 
Mstep: Class 21 contains 25730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74843576.000000 Penalty: 43353.445312
Iteration 1F: 21 clusters Score -7.484358e+07 nChanged 177394
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 75905 members 
Mstep: Class 2 contains 19744 members 
Mstep: Class 3 contains 16466 members 
Mstep: Class 4 contains 41216 members 
Mstep: Class 5 contains 46693 members 
Mstep: Class 6 contains 33202 members 
Mstep: Class 7 contains 21027 members 
Mstep: Class 8 contains 14029 members 
Mstep: Class 9 contains 36570 members 
Mstep: Class 10 contains 24215 members 
Mstep: Class 11 contains 38766 members 
Mstep: Class 12 contains 35261 members 
Mstep: Class 13 contains 17980 members 
Mstep: Class 14 contains 23022 members 
Mstep: Class 15 contains 48756 members 
Mstep: Class 17 contains 27403 members 
Mstep: Class 18 contains 13085 members 
Mstep: Class 19 contains 38027 members 
Mstep: Class 20 contains 24889 members 
Mstep: Class 21 contains 24999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74996704.000000 Penalty: 43353.445312
Iteration 2F: 21 clusters Score -7.49967e+07 nChanged 124988
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 17122 members 
Mstep: Class 3 contains 13838 members 
Mstep: Class 4 contains 44318 members 
Mstep: Class 5 contains 54598 members 
Mstep: Class 6 contains 31368 members 
Mstep: Class 7 contains 14858 members 
Mstep: Class 8 contains 11413 members 
Mstep: Class 9 contains 32562 members 
Mstep: Class 10 contains 21525 members 
Mstep: Class 11 contains 38864 members 
Mstep: Class 12 contains 34687 members 
Mstep: Class 13 contains 17311 members 
Mstep: Class 14 contains 21241 members 
Mstep: Class 15 contains 55731 members 
Mstep: Class 17 contains 25536 members 
Mstep: Class 18 contains 9214 members 
Mstep: Class 19 contains 41843 members 
Mstep: Class 20 contains 22583 members 
Mstep: Class 21 contains 23887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75098816.000000 Penalty: 43353.445312
Iteration 3F: 21 clusters Score -7.509882e+07 nChanged 108256
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 98299 members 
Mstep: Class 2 contains 13974 members 
Mstep: Class 3 contains 10772 members 
Mstep: Class 4 contains 50569 members 
Mstep: Class 5 contains 62105 members 
Mstep: Class 6 contains 28551 members 
Mstep: Class 7 contains 10315 members 
Mstep: Class 8 contains 9005 members 
Mstep: Class 9 contains 29500 members 
Mstep: Class 10 contains 18231 members 
Mstep: Class 11 contains 42100 members 
Mstep: Class 12 contains 32872 members 
Mstep: Class 13 contains 16788 members 
Mstep: Class 14 contains 18955 members 
Mstep: Class 15 contains 61820 members 
Mstep: Class 17 contains 22443 members 
Mstep: Class 18 contains 7609 members 
Mstep: Class 19 contains 46018 members 
Mstep: Class 20 contains 19371 members 
Mstep: Class 21 contains 21962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75180472.000000 Penalty: 43353.445312
Iteration 4F: 21 clusters Score -7.518047e+07 nChanged 102486
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 105389 members 
Mstep: Class 2 contains 10638 members 
Mstep: Class 3 contains 7665 members 
Mstep: Class 4 contains 58375 members 
Mstep: Class 5 contains 70032 members 
Mstep: Class 6 contains 25321 members 
Mstep: Class 7 contains 7182 members 
Mstep: Class 8 contains 6998 members 
Mstep: Class 9 contains 26563 members 
Mstep: Class 10 contains 14948 members 
Mstep: Class 11 contains 46565 members 
Mstep: Class 12 contains 29949 members 
Mstep: Class 13 contains 15944 members 
Mstep: Class 14 contains 16272 members 
Mstep: Class 15 contains 67384 members 
Mstep: Class 17 contains 18501 members 
Mstep: Class 18 contains 7333 members 
Mstep: Class 19 contains 50810 members 
Mstep: Class 20 contains 15980 members 
Mstep: Class 21 contains 19411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75242896.000000 Penalty: 43353.445312
Iteration 5F: 21 clusters Score -7.52429e+07 nChanged 95246
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 102446 members 
Mstep: Class 2 contains 7636 members 
Mstep: Class 3 contains 4965 members 
Mstep: Class 4 contains 68027 members 
Mstep: Class 5 contains 79683 members 
Mstep: Class 6 contains 22809 members 
Mstep: Class 7 contains 5130 members 
Mstep: Class 8 contains 5545 members 
Mstep: Class 9 contains 24187 members 
Mstep: Class 10 contains 12300 members 
Mstep: Class 11 contains 51136 members 
Mstep: Class 12 contains 26580 members 
Mstep: Class 13 contains 15639 members 
Mstep: Class 14 contains 14221 members 
Mstep: Class 15 contains 72241 members 
Mstep: Class 17 contains 14491 members 
Mstep: Class 18 contains 7566 members 
Mstep: Class 19 contains 56969 members 
Mstep: Class 20 contains 13106 members 
Mstep: Class 21 contains 16583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75302688.000000 Penalty: 43353.445312
Iteration 6F: 21 clusters Score -7.530269e+07 nChanged 81557
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 95688 members 
Mstep: Class 2 contains 5237 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 79759 members 
Mstep: Class 5 contains 88798 members 
Mstep: Class 6 contains 20856 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 22375 members 
Mstep: Class 10 contains 10407 members 
Mstep: Class 11 contains 54756 members 
Mstep: Class 12 contains 23348 members 
Mstep: Class 13 contains 15888 members 
Mstep: Class 14 contains 12777 members 
Mstep: Class 15 contains 74068 members 
Mstep: Class 17 contains 10630 members 
Mstep: Class 18 contains 7982 members 
Mstep: Class 19 contains 63370 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 13392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1813.953857 but Gain 2167.671875
Score: -75359912.000000 Penalty: 41185.773438
Iteration 7F: 20 clusters Score -7.535991e+07 nChanged 72204
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 90872 members 
Mstep: Class 2 contains 3588 members 
Mstep: Class 4 contains 93555 members 
Mstep: Class 5 contains 95188 members 
Mstep: Class 6 contains 19068 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 21054 members 
Mstep: Class 10 contains 8926 members 
Mstep: Class 11 contains 56767 members 
Mstep: Class 12 contains 20204 members 
Mstep: Class 13 contains 16293 members 
Mstep: Class 14 contains 11867 members 
Mstep: Class 15 contains 73503 members 
Mstep: Class 17 contains 7404 members 
Mstep: Class 18 contains 8435 members 
Mstep: Class 19 contains 69111 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 10086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75406992.000000 Penalty: 41185.773438
Iteration 8F: 20 clusters Score -7.540699e+07 nChanged 60225
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 84413 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 4 contains 108553 members 
Mstep: Class 5 contains 99008 members 
Mstep: Class 6 contains 17343 members 
Mstep: Class 7 contains 1775 members 
Mstep: Class 8 contains 3096 members 
Mstep: Class 9 contains 19951 members 
Mstep: Class 10 contains 7805 members 
Mstep: Class 11 contains 56872 members 
Mstep: Class 12 contains 17243 members 
Mstep: Class 13 contains 17022 members 
Mstep: Class 14 contains 11193 members 
Mstep: Class 15 contains 72354 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 8832 members 
Mstep: Class 19 contains 73001 members 
Mstep: Class 20 contains 8046 members 
Mstep: Class 21 contains 7094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2072.036133 but Gain 2167.671875
Score: -75428912.000000 Penalty: 39018.101562
Iteration 9F: 19 clusters Score -7.542891e+07 nChanged 55524
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 4 contains 117525 members 
Mstep: Class 5 contains 102009 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 1369 members 
Mstep: Class 8 contains 2769 members 
Mstep: Class 9 contains 19511 members 
Mstep: Class 10 contains 7037 members 
Mstep: Class 11 contains 56782 members 
Mstep: Class 12 contains 15496 members 
Mstep: Class 13 contains 18592 members 
Mstep: Class 14 contains 11157 members 
Mstep: Class 15 contains 72517 members 
Mstep: Class 17 contains 3707 members 
Mstep: Class 18 contains 9182 members 
Mstep: Class 19 contains 75571 members 
Mstep: Class 20 contains 7251 members 
Mstep: Class 21 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75434608.000000 Penalty: 39018.101562
Iteration 10F: 19 clusters Score -7.543461e+07 nChanged 42482
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 4 contains 115236 members 
Mstep: Class 5 contains 103568 members 
Mstep: Class 6 contains 18086 members 
Mstep: Class 7 contains 1171 members 
Mstep: Class 8 contains 2480 members 
Mstep: Class 9 contains 19429 members 
Mstep: Class 10 contains 6625 members 
Mstep: Class 11 contains 58692 members 
Mstep: Class 12 contains 14615 members 
Mstep: Class 13 contains 20678 members 
Mstep: Class 14 contains 11340 members 
Mstep: Class 15 contains 73021 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 9531 members 
Mstep: Class 19 contains 77282 members 
Mstep: Class 20 contains 6508 members 
Mstep: Class 21 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75445856.000000 Penalty: 39018.101562
Iteration 11F: 19 clusters Score -7.544586e+07 nChanged 32831
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 74942 members 
Mstep: Class 4 contains 110806 members 
Mstep: Class 5 contains 103641 members 
Mstep: Class 6 contains 19625 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 8 contains 2228 members 
Mstep: Class 9 contains 19079 members 
Mstep: Class 10 contains 6508 members 
Mstep: Class 11 contains 61414 members 
Mstep: Class 12 contains 14008 members 
Mstep: Class 13 contains 22890 members 
Mstep: Class 14 contains 11328 members 
Mstep: Class 15 contains 73746 members 
Mstep: Class 17 contains 2522 members 
Mstep: Class 18 contains 9964 members 
Mstep: Class 19 contains 78216 members 
Mstep: Class 20 contains 5766 members 
Mstep: Class 21 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75458856.000000 Penalty: 39018.101562
Iteration 12F: 19 clusters Score -7.545886e+07 nChanged 26780
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 74510 members 
Mstep: Class 4 contains 106846 members 
Mstep: Class 5 contains 102860 members 
Mstep: Class 6 contains 21313 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 18590 members 
Mstep: Class 10 contains 6593 members 
Mstep: Class 11 contains 64359 members 
Mstep: Class 12 contains 13531 members 
Mstep: Class 13 contains 25117 members 
Mstep: Class 14 contains 11092 members 
Mstep: Class 15 contains 74136 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 10367 members 
Mstep: Class 19 contains 78482 members 
Mstep: Class 20 contains 5057 members 
Mstep: Class 21 contains 3189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75471448.000000 Penalty: 39018.101562
Iteration 13Q: 19 clusters Score -7.547145e+07 nChanged 22539
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 74252 members 
Mstep: Class 4 contains 103612 members 
Mstep: Class 5 contains 101781 members 
Mstep: Class 6 contains 22863 members 
Mstep: Class 7 contains 952 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 18214 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 67276 members 
Mstep: Class 12 contains 13145 members 
Mstep: Class 13 contains 27209 members 
Mstep: Class 14 contains 10593 members 
Mstep: Class 15 contains 74237 members 
Mstep: Class 17 contains 2026 members 
Mstep: Class 18 contains 10672 members 
Mstep: Class 19 contains 78298 members 
Mstep: Class 20 contains 4462 members 
Mstep: Class 21 contains 2992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75481432.000000 Penalty: 39018.101562
Iteration 14Q: 19 clusters Score -7.548143e+07 nChanged 19471
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 73825 members 
Mstep: Class 4 contains 101176 members 
Mstep: Class 5 contains 100569 members 
Mstep: Class 6 contains 24333 members 
Mstep: Class 7 contains 948 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 9 contains 17903 members 
Mstep: Class 10 contains 7112 members 
Mstep: Class 11 contains 70078 members 
Mstep: Class 12 contains 12738 members 
Mstep: Class 13 contains 29171 members 
Mstep: Class 14 contains 9968 members 
Mstep: Class 15 contains 74187 members 
Mstep: Class 17 contains 1888 members 
Mstep: Class 18 contains 10953 members 
Mstep: Class 19 contains 77821 members 
Mstep: Class 20 contains 3979 members 
Mstep: Class 21 contains 2878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2155.321045 but Gain 2167.671875
Score: -75489824.000000 Penalty: 36850.429688
Iteration 15Q: 18 clusters Score -7.548982e+07 nChanged 18773
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 73538 members 
Mstep: Class 4 contains 99850 members 
Mstep: Class 5 contains 99556 members 
Mstep: Class 6 contains 25894 members 
Mstep: Class 7 contains 938 members 
Mstep: Class 8 contains 1642 members 
Mstep: Class 9 contains 17720 members 
Mstep: Class 10 contains 7369 members 
Mstep: Class 11 contains 72826 members 
Mstep: Class 12 contains 12344 members 
Mstep: Class 13 contains 31129 members 
Mstep: Class 14 contains 9301 members 
Mstep: Class 15 contains 74111 members 
Mstep: Class 18 contains 11120 members 
Mstep: Class 19 contains 77485 members 
Mstep: Class 20 contains 3601 members 
Mstep: Class 21 contains 2836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75497904.000000 Penalty: 36850.429688
Iteration 16Q: 18 clusters Score -7.54979e+07 nChanged 15172
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 4 contains 98542 members 
Mstep: Class 5 contains 98517 members 
Mstep: Class 6 contains 27174 members 
Mstep: Class 7 contains 921 members 
Mstep: Class 8 contains 1608 members 
Mstep: Class 9 contains 17585 members 
Mstep: Class 10 contains 7609 members 
Mstep: Class 11 contains 74971 members 
Mstep: Class 12 contains 11978 members 
Mstep: Class 13 contains 32865 members 
Mstep: Class 14 contains 8542 members 
Mstep: Class 15 contains 73753 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 76828 members 
Mstep: Class 20 contains 3310 members 
Mstep: Class 21 contains 2791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75503472.000000 Penalty: 36850.429688
Iteration 17Q: 18 clusters Score -7.550347e+07 nChanged 13812
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 4 contains 97563 members 
Mstep: Class 5 contains 97841 members 
Mstep: Class 6 contains 28361 members 
Mstep: Class 7 contains 906 members 
Mstep: Class 8 contains 1604 members 
Mstep: Class 9 contains 17574 members 
Mstep: Class 10 contains 7786 members 
Mstep: Class 11 contains 76704 members 
Mstep: Class 12 contains 11592 members 
Mstep: Class 13 contains 34509 members 
Mstep: Class 14 contains 7845 members 
Mstep: Class 15 contains 73233 members 
Mstep: Class 18 contains 11236 members 
Mstep: Class 19 contains 76177 members 
Mstep: Class 20 contains 3075 members 
Mstep: Class 21 contains 2792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75507944.000000 Penalty: 36850.429688
Iteration 18Q: 18 clusters Score -7.550794e+07 nChanged 12608
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 4 contains 96741 members 
Mstep: Class 5 contains 97375 members 
Mstep: Class 6 contains 29467 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 17670 members 
Mstep: Class 10 contains 7909 members 
Mstep: Class 11 contains 78165 members 
Mstep: Class 12 contains 11196 members 
Mstep: Class 13 contains 36007 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 72664 members 
Mstep: Class 18 contains 11178 members 
Mstep: Class 19 contains 75619 members 
Mstep: Class 20 contains 2899 members 
Mstep: Class 21 contains 2791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75511192.000000 Penalty: 36850.429688
Iteration 19Q: 18 clusters Score -7.551119e+07 nChanged 11699
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 71497 members 
Mstep: Class 4 contains 95990 members 
Mstep: Class 5 contains 97074 members 
Mstep: Class 6 contains 30434 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 1621 members 
Mstep: Class 9 contains 17811 members 
Mstep: Class 10 contains 7960 members 
Mstep: Class 11 contains 79383 members 
Mstep: Class 12 contains 10808 members 
Mstep: Class 13 contains 37338 members 
Mstep: Class 14 contains 6635 members 
Mstep: Class 15 contains 72027 members 
Mstep: Class 18 contains 11093 members 
Mstep: Class 19 contains 75098 members 
Mstep: Class 20 contains 2779 members 
Mstep: Class 21 contains 2834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75513496.000000 Penalty: 36850.429688
Iteration 20F: 18 clusters Score -7.55135e+07 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 71155 members 
Mstep: Class 4 contains 95497 members 
Mstep: Class 5 contains 96819 members 
Mstep: Class 6 contains 31324 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 9 contains 18021 members 
Mstep: Class 10 contains 7944 members 
Mstep: Class 11 contains 80307 members 
Mstep: Class 12 contains 10434 members 
Mstep: Class 13 contains 38490 members 
Mstep: Class 14 contains 6104 members 
Mstep: Class 15 contains 71465 members 
Mstep: Class 18 contains 10959 members 
Mstep: Class 19 contains 74674 members 
Mstep: Class 20 contains 2685 members 
Mstep: Class 21 contains 2888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75515808.000000 Penalty: 36850.429688
Iteration 21Q: 18 clusters Score -7.551581e+07 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 4 contains 95141 members 
Mstep: Class 5 contains 96635 members 
Mstep: Class 6 contains 32113 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1618 members 
Mstep: Class 9 contains 18372 members 
Mstep: Class 10 contains 7850 members 
Mstep: Class 11 contains 81025 members 
Mstep: Class 12 contains 10054 members 
Mstep: Class 13 contains 39607 members 
Mstep: Class 14 contains 5665 members 
Mstep: Class 15 contains 70994 members 
Mstep: Class 18 contains 10743 members 
Mstep: Class 19 contains 74307 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 2932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75517632.000000 Penalty: 36850.429688
Iteration 22Q: 18 clusters Score -7.551763e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 4 contains 94738 members 
Mstep: Class 5 contains 96570 members 
Mstep: Class 6 contains 32818 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 1611 members 
Mstep: Class 9 contains 18801 members 
Mstep: Class 10 contains 7776 members 
Mstep: Class 11 contains 81611 members 
Mstep: Class 12 contains 9699 members 
Mstep: Class 13 contains 40687 members 
Mstep: Class 14 contains 5288 members 
Mstep: Class 15 contains 70570 members 
Mstep: Class 18 contains 10457 members 
Mstep: Class 19 contains 74023 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 2992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75519048.000000 Penalty: 36850.429688
Iteration 23Q: 18 clusters Score -7.551905e+07 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 4 contains 94386 members 
Mstep: Class 5 contains 96547 members 
Mstep: Class 6 contains 33480 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 1597 members 
Mstep: Class 9 contains 19305 members 
Mstep: Class 10 contains 7680 members 
Mstep: Class 11 contains 82026 members 
Mstep: Class 12 contains 9320 members 
Mstep: Class 13 contains 41697 members 
Mstep: Class 14 contains 4945 members 
Mstep: Class 15 contains 70261 members 
Mstep: Class 18 contains 10137 members 
Mstep: Class 19 contains 73783 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 3067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75520384.000000 Penalty: 36850.429688
Iteration 24Q: 18 clusters Score -7.552038e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 69152 members 
Mstep: Class 4 contains 93955 members 
Mstep: Class 5 contains 96522 members 
Mstep: Class 6 contains 34128 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 1612 members 
Mstep: Class 9 contains 19902 members 
Mstep: Class 10 contains 7588 members 
Mstep: Class 11 contains 82254 members 
Mstep: Class 12 contains 9001 members 
Mstep: Class 13 contains 42687 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 69946 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 73556 members 
Mstep: Class 20 contains 2455 members 
Mstep: Class 21 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75521584.000000 Penalty: 36850.429688
Iteration 25Q: 18 clusters Score -7.552158e+07 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 68467 members 
Mstep: Class 4 contains 93564 members 
Mstep: Class 5 contains 96521 members 
Mstep: Class 6 contains 34772 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 1626 members 
Mstep: Class 9 contains 20546 members 
Mstep: Class 10 contains 7493 members 
Mstep: Class 11 contains 82410 members 
Mstep: Class 12 contains 8730 members 
Mstep: Class 13 contains 43632 members 
Mstep: Class 14 contains 4412 members 
Mstep: Class 15 contains 69693 members 
Mstep: Class 18 contains 9369 members 
Mstep: Class 19 contains 73385 members 
Mstep: Class 20 contains 2409 members 
Mstep: Class 21 contains 3357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75522856.000000 Penalty: 36850.429688
Iteration 26Q: 18 clusters Score -7.552286e+07 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 4 contains 93155 members 
Mstep: Class 5 contains 96492 members 
Mstep: Class 6 contains 35371 members 
Mstep: Class 7 contains 872 members 
Mstep: Class 8 contains 1639 members 
Mstep: Class 9 contains 21180 members 
Mstep: Class 10 contains 7393 members 
Mstep: Class 11 contains 82511 members 
Mstep: Class 12 contains 8476 members 
Mstep: Class 13 contains 44551 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 69540 members 
Mstep: Class 18 contains 8986 members 
Mstep: Class 19 contains 73263 members 
Mstep: Class 20 contains 2375 members 
Mstep: Class 21 contains 3497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75523416.000000 Penalty: 36850.429688
Iteration 27Q: 18 clusters Score -7.552342e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 66949 members 
Mstep: Class 4 contains 92715 members 
Mstep: Class 5 contains 96503 members 
Mstep: Class 6 contains 35999 members 
Mstep: Class 7 contains 865 members 
Mstep: Class 8 contains 1662 members 
Mstep: Class 9 contains 21805 members 
Mstep: Class 10 contains 7271 members 
Mstep: Class 11 contains 82571 members 
Mstep: Class 12 contains 8244 members 
Mstep: Class 13 contains 45441 members 
Mstep: Class 14 contains 4013 members 
Mstep: Class 15 contains 69389 members 
Mstep: Class 18 contains 8616 members 
Mstep: Class 19 contains 73188 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75524224.000000 Penalty: 36850.429688
Iteration 28Q: 18 clusters Score -7.552422e+07 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 4 contains 92291 members 
Mstep: Class 5 contains 96510 members 
Mstep: Class 6 contains 36614 members 
Mstep: Class 7 contains 863 members 
Mstep: Class 8 contains 1675 members 
Mstep: Class 9 contains 22343 members 
Mstep: Class 10 contains 7160 members 
Mstep: Class 11 contains 82669 members 
Mstep: Class 12 contains 8061 members 
Mstep: Class 13 contains 46275 members 
Mstep: Class 14 contains 3839 members 
Mstep: Class 15 contains 69272 members 
Mstep: Class 18 contains 8320 members 
Mstep: Class 19 contains 73156 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75524888.000000 Penalty: 36850.429688
Iteration 29Q: 18 clusters Score -7.552489e+07 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 64819 members 
Mstep: Class 4 contains 91843 members 
Mstep: Class 5 contains 96543 members 
Mstep: Class 6 contains 37229 members 
Mstep: Class 7 contains 865 members 
Mstep: Class 8 contains 1696 members 
Mstep: Class 9 contains 22840 members 
Mstep: Class 10 contains 7068 members 
Mstep: Class 11 contains 82841 members 
Mstep: Class 12 contains 7896 members 
Mstep: Class 13 contains 47130 members 
Mstep: Class 14 contains 3692 members 
Mstep: Class 15 contains 69170 members 
Mstep: Class 18 contains 8074 members 
Mstep: Class 19 contains 73140 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 4093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75525608.000000 Penalty: 36850.429688
Iteration 30Q: 18 clusters Score -7.552561e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 63481 members 
Mstep: Class 4 contains 91341 members 
Mstep: Class 5 contains 96506 members 
Mstep: Class 6 contains 37886 members 
Mstep: Class 7 contains 871 members 
Mstep: Class 8 contains 1709 members 
Mstep: Class 9 contains 23259 members 
Mstep: Class 10 contains 6957 members 
Mstep: Class 11 contains 83192 members 
Mstep: Class 12 contains 7737 members 
Mstep: Class 13 contains 48012 members 
Mstep: Class 14 contains 3574 members 
Mstep: Class 15 contains 69091 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 73106 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 4346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75526136.000000 Penalty: 36850.429688
Iteration 31Q: 18 clusters Score -7.552614e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 4 contains 90836 members 
Mstep: Class 5 contains 96424 members 
Mstep: Class 6 contains 38516 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 1719 members 
Mstep: Class 9 contains 23622 members 
Mstep: Class 10 contains 6816 members 
Mstep: Class 11 contains 83697 members 
Mstep: Class 12 contains 7586 members 
Mstep: Class 13 contains 48831 members 
Mstep: Class 14 contains 3474 members 
Mstep: Class 15 contains 69055 members 
Mstep: Class 18 contains 7705 members 
Mstep: Class 19 contains 73160 members 
Mstep: Class 20 contains 2303 members 
Mstep: Class 21 contains 4604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75526936.000000 Penalty: 36850.429688
Iteration 32Q: 18 clusters Score -7.552694e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 60556 members 
Mstep: Class 4 contains 90273 members 
Mstep: Class 5 contains 96348 members 
Mstep: Class 6 contains 39094 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 1727 members 
Mstep: Class 9 contains 23931 members 
Mstep: Class 10 contains 6695 members 
Mstep: Class 11 contains 84344 members 
Mstep: Class 12 contains 7465 members 
Mstep: Class 13 contains 49614 members 
Mstep: Class 14 contains 3411 members 
Mstep: Class 15 contains 69013 members 
Mstep: Class 18 contains 7549 members 
Mstep: Class 19 contains 73178 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 21 contains 4896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75527296.000000 Penalty: 36850.429688
Iteration 33Q: 18 clusters Score -7.55273e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 4 contains 89680 members 
Mstep: Class 5 contains 96275 members 
Mstep: Class 6 contains 39688 members 
Mstep: Class 7 contains 873 members 
Mstep: Class 8 contains 1739 members 
Mstep: Class 9 contains 24199 members 
Mstep: Class 10 contains 6579 members 
Mstep: Class 11 contains 85095 members 
Mstep: Class 12 contains 7329 members 
Mstep: Class 13 contains 50328 members 
Mstep: Class 14 contains 3364 members 
Mstep: Class 15 contains 69030 members 
Mstep: Class 18 contains 7405 members 
Mstep: Class 19 contains 73220 members 
Mstep: Class 20 contains 2255 members 
Mstep: Class 21 contains 5186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75528024.000000 Penalty: 36850.429688
Iteration 34Q: 18 clusters Score -7.552802e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 4 contains 89031 members 
Mstep: Class 5 contains 96177 members 
Mstep: Class 6 contains 40242 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 1738 members 
Mstep: Class 9 contains 24409 members 
Mstep: Class 10 contains 6486 members 
Mstep: Class 11 contains 86040 members 
Mstep: Class 12 contains 7220 members 
Mstep: Class 13 contains 50994 members 
Mstep: Class 14 contains 3341 members 
Mstep: Class 15 contains 68943 members 
Mstep: Class 18 contains 7280 members 
Mstep: Class 19 contains 73244 members 
Mstep: Class 20 contains 2213 members 
Mstep: Class 21 contains 5514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75528864.000000 Penalty: 36850.429688
Iteration 35Q: 18 clusters Score -7.552886e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 4 contains 88396 members 
Mstep: Class 5 contains 96026 members 
Mstep: Class 6 contains 40744 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 24566 members 
Mstep: Class 10 contains 6383 members 
Mstep: Class 11 contains 87092 members 
Mstep: Class 12 contains 7127 members 
Mstep: Class 13 contains 51668 members 
Mstep: Class 14 contains 3348 members 
Mstep: Class 15 contains 68812 members 
Mstep: Class 18 contains 7166 members 
Mstep: Class 19 contains 73230 members 
Mstep: Class 20 contains 2192 members 
Mstep: Class 21 contains 5821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75529736.000000 Penalty: 36850.429688
Iteration 36Q: 18 clusters Score -7.552974e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 4 contains 87802 members 
Mstep: Class 5 contains 95936 members 
Mstep: Class 6 contains 41215 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 24730 members 
Mstep: Class 10 contains 6258 members 
Mstep: Class 11 contains 88033 members 
Mstep: Class 12 contains 7027 members 
Mstep: Class 13 contains 52277 members 
Mstep: Class 14 contains 3381 members 
Mstep: Class 15 contains 68681 members 
Mstep: Class 18 contains 7072 members 
Mstep: Class 19 contains 73267 members 
Mstep: Class 20 contains 2194 members 
Mstep: Class 21 contains 6124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75530304.000000 Penalty: 36850.429688
Iteration 37Q: 18 clusters Score -7.55303e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 4 contains 87171 members 
Mstep: Class 5 contains 95851 members 
Mstep: Class 6 contains 41632 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 24875 members 
Mstep: Class 10 contains 6116 members 
Mstep: Class 11 contains 89046 members 
Mstep: Class 12 contains 6926 members 
Mstep: Class 13 contains 52845 members 
Mstep: Class 14 contains 3437 members 
Mstep: Class 15 contains 68443 members 
Mstep: Class 18 contains 6998 members 
Mstep: Class 19 contains 73332 members 
Mstep: Class 20 contains 2193 members 
Mstep: Class 21 contains 6470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75530928.000000 Penalty: 36850.429688
Iteration 38Q: 18 clusters Score -7.553093e+07 nChanged 7066
Entering ConstructFrom: 
Score: -75530928.000000 Penalty: 36850.429688
Entering ConstructFrom: 
Trying to split cluster 1 (52057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Entering Unmasked Estep 
Score: -6479100.000000 Penalty: 1764.765259
	Iteration 0F: 2 clusters Score -6479100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -6444611.500000 Penalty: 3529.530518
	Iteration 0F: 3 clusters Score -6444612 nChanged 24421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -6458424.000000 Penalty: 3529.530518
	Iteration 1F: 3 clusters Score -6458424 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -6458912.500000 Penalty: 3529.530518
	Iteration 2Q: 3 clusters Score -6458912 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -6459404.000000 Penalty: 3529.530518
	Iteration 3Q: 3 clusters Score -6459404 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -6460006.000000 Penalty: 3529.530518
	Iteration 4Q: 3 clusters Score -6460006 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -6460692.500000 Penalty: 3529.530518
	Iteration 5Q: 3 clusters Score -6460692 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -6461663.500000 Penalty: 3529.530518
	Iteration 6Q: 3 clusters Score -6461664 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -6462994.500000 Penalty: 3529.530518
	Iteration 7F: 3 clusters Score -6462994 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -6464889.500000 Penalty: 3529.530518
	Iteration 8F: 3 clusters Score -6464890 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -6467509.000000 Penalty: 3529.530518
	Iteration 9F: 3 clusters Score -6467509 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -6470387.500000 Penalty: 3529.530518
	Iteration 10F: 3 clusters Score -6470388 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -6472676.000000 Penalty: 3529.530518
	Iteration 11F: 3 clusters Score -6472676 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -6474114.500000 Penalty: 3529.530518
	Iteration 12Q: 3 clusters Score -6474114 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -6474842.500000 Penalty: 3529.530518
	Iteration 13Q: 3 clusters Score -6474842 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -6475251.500000 Penalty: 3529.530518
	Iteration 14Q: 3 clusters Score -6475252 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -6475534.500000 Penalty: 3529.530518
	Iteration 15Q: 3 clusters Score -6475534 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -6475823.000000 Penalty: 3529.530518
	Iteration 16Q: 3 clusters Score -6475823 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -6476085.000000 Penalty: 3529.530518
	Iteration 17Q: 3 clusters Score -6476085 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -6476351.000000 Penalty: 3529.530518
	Iteration 18Q: 3 clusters Score -6476351 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -6476529.500000 Penalty: 3529.530518
	Iteration 19Q: 3 clusters Score -6476530 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -6476726.000000 Penalty: 3529.530518
	Iteration 20F: 3 clusters Score -6476726 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -6476885.000000 Penalty: 3529.530518
	Iteration 21Q: 3 clusters Score -6476885 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -6477023.500000 Penalty: 3529.530518
	Iteration 22Q: 3 clusters Score -6477024 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -6477161.000000 Penalty: 3529.530518
	Iteration 23Q: 3 clusters Score -6477161 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -6477293.000000 Penalty: 3529.530518
	Iteration 24Q: 3 clusters Score -6477293 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -6477398.000000 Penalty: 3529.530518
	Iteration 25Q: 3 clusters Score -6477398 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -6477492.000000 Penalty: 3529.530518
	Iteration 26Q: 3 clusters Score -6477492 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -6477573.000000 Penalty: 3529.530518
	Iteration 27Q: 3 clusters Score -6477573 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -6477661.000000 Penalty: 3529.530518
	Iteration 28Q: 3 clusters Score -6477661 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -6477714.500000 Penalty: 3529.530518
	Iteration 29Q: 3 clusters Score -6477714 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -6477768.500000 Penalty: 3529.530518
	Iteration 30Q: 3 clusters Score -6477768 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6477800.500000 Penalty: 3529.530518
	Iteration 31Q: 3 clusters Score -6477800 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6477839.500000 Penalty: 3529.530518
	Iteration 32Q: 3 clusters Score -6477840 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6477872.000000 Penalty: 3529.530518
	Iteration 33Q: 3 clusters Score -6477872 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6477892.000000 Penalty: 3529.530518
	Iteration 34Q: 3 clusters Score -6477892 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6477909.000000 Penalty: 3529.530518
	Iteration 35Q: 3 clusters Score -6477909 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6477910.500000 Penalty: 3529.530518
	Iteration 36Q: 3 clusters Score -6477910 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6477924.000000 Penalty: 3529.530518
	Iteration 37Q: 3 clusters Score -6477924 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6477930.500000 Penalty: 3529.530518
	Iteration 38Q: 3 clusters Score -6477930 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6477936.500000 Penalty: 3529.530518
	Iteration 39Q: 3 clusters Score -6477936 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6477939.500000 Penalty: 3529.530518
	Iteration 40F: 3 clusters Score -6477940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6477948.500000 Penalty: 3529.530518
	Iteration 41Q: 3 clusters Score -6477948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6477954.500000 Penalty: 3529.530518
	Iteration 42Q: 3 clusters Score -6477954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6477964.000000 Penalty: 3529.530518
	Iteration 43Q: 3 clusters Score -6477964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6477958.500000 Penalty: 3529.530518
	Iteration 44Q: 3 clusters Score -6477958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6477956.500000 Penalty: 3529.530518
	Iteration 45Q: 3 clusters Score -6477956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6477954.500000 Penalty: 3529.530518
	Iteration 46Q: 3 clusters Score -6477954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6477962.500000 Penalty: 3529.530518
	Iteration 47Q: 3 clusters Score -6477962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6477967.500000 Penalty: 3529.530518
	Iteration 48Q: 3 clusters Score -6477968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6477958.500000 Penalty: 3529.530518
	Iteration 49Q: 3 clusters Score -6477958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6477961.000000 Penalty: 3529.530518
	Iteration 50Q: 3 clusters Score -6477961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6477964.000000 Penalty: 3529.530518
	Iteration 51Q: 3 clusters Score -6477964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6477962.000000 Penalty: 3529.530518
	Iteration 52Q: 3 clusters Score -6477962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6477954.000000 Penalty: 3529.530518
	Iteration 53Q: 3 clusters Score -6477954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6477952.500000 Penalty: 3529.530518
	Iteration 54Q: 3 clusters Score -6477952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6477956.500000 Penalty: 3529.530518
	Iteration 55Q: 3 clusters Score -6477956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6477953.500000 Penalty: 3529.530518
	Iteration 56Q: 3 clusters Score -6477954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6477953.500000 Penalty: 3529.530518
	Iteration 57Q: 3 clusters Score -6477954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6477951.000000 Penalty: 3529.530518
	Iteration 58Q: 3 clusters Score -6477951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6477955.500000 Penalty: 3529.530518
	Iteration 59Q: 3 clusters Score -6477956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6477960.500000 Penalty: 3529.530518
	Iteration 60F: 3 clusters Score -6477960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6477954.500000 Penalty: 3529.530518
	Iteration 61Q: 3 clusters Score -6477954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6477950.500000 Penalty: 3529.530518
	Iteration 62Q: 3 clusters Score -6477950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6477951.500000 Penalty: 3529.530518
	Iteration 63Q: 3 clusters Score -6477952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6477951.000000 Penalty: 3529.530518
	Iteration 64Q: 3 clusters Score -6477951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6477948.500000 Penalty: 3529.530518
	Iteration 65Q: 3 clusters Score -6477948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6477950.500000 Penalty: 3529.530518
	Iteration 66Q: 3 clusters Score -6477950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6477945.500000 Penalty: 3529.530518
	Iteration 67Q: 3 clusters Score -6477946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6477950.500000 Penalty: 3529.530518
	Iteration 68Q: 3 clusters Score -6477950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6477949.500000 Penalty: 3529.530518
	Iteration 69Q: 3 clusters Score -6477950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6477946.000000 Penalty: 3529.530518
	Iteration 70Q: 3 clusters Score -6477946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6477947.000000 Penalty: 3529.530518
	Iteration 71Q: 3 clusters Score -6477947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6477947.500000 Penalty: 3529.530518
	Iteration 72Q: 3 clusters Score -6477948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6477943.000000 Penalty: 3529.530518
	Iteration 73Q: 3 clusters Score -6477943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6477949.500000 Penalty: 3529.530518
	Iteration 74Q: 3 clusters Score -6477950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6477938.000000 Penalty: 3529.530518
	Iteration 75Q: 3 clusters Score -6477938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6477944.500000 Penalty: 3529.530518
	Iteration 76Q: 3 clusters Score -6477944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6477950.500000 Penalty: 3529.530518
	Iteration 77Q: 3 clusters Score -6477950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6477950.000000 Penalty: 3529.530518
	Iteration 78Q: 3 clusters Score -6477950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6477956.000000 Penalty: 3529.530518
	Iteration 79Q: 3 clusters Score -6477956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6477952.000000 Penalty: 3529.530518
	Iteration 80F: 3 clusters Score -6477952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6477951.000000 Penalty: 3529.530518
	Iteration 81Q: 3 clusters Score -6477951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6477953.500000 Penalty: 3529.530518
	Iteration 82Q: 3 clusters Score -6477954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6477955.500000 Penalty: 3529.530518
	Iteration 83Q: 3 clusters Score -6477956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6477964.000000 Penalty: 3529.530518
	Iteration 84Q: 3 clusters Score -6477964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6477958.000000 Penalty: 3529.530518
	Iteration 85Q: 3 clusters Score -6477958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6477968.500000 Penalty: 3529.530518
	Iteration 86Q: 3 clusters Score -6477968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6477967.500000 Penalty: 3529.530518
	Iteration 87Q: 3 clusters Score -6477968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6477968.000000 Penalty: 3529.530518
	Iteration 88Q: 3 clusters Score -6477968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6477973.500000 Penalty: 3529.530518
	Iteration 89Q: 3 clusters Score -6477974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6477986.000000 Penalty: 3529.530518
	Iteration 90Q: 3 clusters Score -6477986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6477984.000000 Penalty: 3529.530518
	Iteration 91Q: 3 clusters Score -6477984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6477977.500000 Penalty: 3529.530518
	Iteration 92Q: 3 clusters Score -6477978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6477978.000000 Penalty: 3529.530518
	Iteration 93Q: 3 clusters Score -6477978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6477976.000000 Penalty: 3529.530518
	Iteration 94Q: 3 clusters Score -6477976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6477975.000000 Penalty: 3529.530518
	Iteration 95Q: 3 clusters Score -6477975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6477975.500000 Penalty: 3529.530518
	Iteration 96Q: 3 clusters Score -6477976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6477979.500000 Penalty: 3529.530518
	Iteration 97Q: 3 clusters Score -6477980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6477975.500000 Penalty: 3529.530518
	Iteration 98Q: 3 clusters Score -6477976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6477977.000000 Penalty: 3529.530518
	Iteration 99Q: 3 clusters Score -6477977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6477977.000000 Penalty: 3529.530518
	Iteration 100F: 3 clusters Score -6477977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (86514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86514 members 
Entering Unmasked Estep 
Score: -10694656.000000 Penalty: 1847.309937
	Iteration 0F: 2 clusters Score -1.069466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -10639788.000000 Penalty: 3694.619873
	Iteration 0F: 3 clusters Score -1.063979e+07 nChanged 41193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -10663875.000000 Penalty: 3694.619873
	Iteration 1F: 3 clusters Score -1.066388e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -10665375.000000 Penalty: 3694.619873
	Iteration 2Q: 3 clusters Score -1.066538e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -10667661.000000 Penalty: 3694.619873
	Iteration 3Q: 3 clusters Score -1.066766e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -10671424.000000 Penalty: 3694.619873
	Iteration 4F: 3 clusters Score -1.067142e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -10676338.000000 Penalty: 3694.619873
	Iteration 5F: 3 clusters Score -1.067634e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -10681588.000000 Penalty: 3694.619873
	Iteration 6F: 3 clusters Score -1.068159e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -10685153.000000 Penalty: 3694.619873
	Iteration 7F: 3 clusters Score -1.068515e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -10686631.000000 Penalty: 3694.619873
	Iteration 8Q: 3 clusters Score -1.068663e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -10687184.000000 Penalty: 3694.619873
	Iteration 9Q: 3 clusters Score -1.068718e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -10687483.000000 Penalty: 3694.619873
	Iteration 10Q: 3 clusters Score -1.068748e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -10687738.000000 Penalty: 3694.619873
	Iteration 11Q: 3 clusters Score -1.068774e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -10687946.000000 Penalty: 3694.619873
	Iteration 12Q: 3 clusters Score -1.068795e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -10688174.000000 Penalty: 3694.619873
	Iteration 13Q: 3 clusters Score -1.068817e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -10688457.000000 Penalty: 3694.619873
	Iteration 14Q: 3 clusters Score -1.068846e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -10688642.000000 Penalty: 3694.619873
	Iteration 15Q: 3 clusters Score -1.068864e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -10688758.000000 Penalty: 3694.619873
	Iteration 16Q: 3 clusters Score -1.068876e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -10688930.000000 Penalty: 3694.619873
	Iteration 17Q: 3 clusters Score -1.068893e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -10689056.000000 Penalty: 3694.619873
	Iteration 18Q: 3 clusters Score -1.068906e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -10689208.000000 Penalty: 3694.619873
	Iteration 19Q: 3 clusters Score -1.068921e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -10689270.000000 Penalty: 3694.619873
	Iteration 20F: 3 clusters Score -1.068927e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -10689389.000000 Penalty: 3694.619873
	Iteration 21Q: 3 clusters Score -1.068939e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -10689534.000000 Penalty: 3694.619873
	Iteration 22Q: 3 clusters Score -1.068953e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -10689668.000000 Penalty: 3694.619873
	Iteration 23Q: 3 clusters Score -1.068967e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -10689772.000000 Penalty: 3694.619873
	Iteration 24Q: 3 clusters Score -1.068977e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -10689860.000000 Penalty: 3694.619873
	Iteration 25Q: 3 clusters Score -1.068986e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -10690024.000000 Penalty: 3694.619873
	Iteration 26Q: 3 clusters Score -1.069002e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -10690163.000000 Penalty: 3694.619873
	Iteration 27Q: 3 clusters Score -1.069016e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -10690363.000000 Penalty: 3694.619873
	Iteration 28Q: 3 clusters Score -1.069036e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -10690574.000000 Penalty: 3694.619873
	Iteration 29Q: 3 clusters Score -1.069057e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -10690810.000000 Penalty: 3694.619873
	Iteration 30Q: 3 clusters Score -1.069081e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -10691073.000000 Penalty: 3694.619873
	Iteration 31Q: 3 clusters Score -1.069107e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -10691341.000000 Penalty: 3694.619873
	Iteration 32Q: 3 clusters Score -1.069134e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -10691611.000000 Penalty: 3694.619873
	Iteration 33Q: 3 clusters Score -1.069161e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -10691897.000000 Penalty: 3694.619873
	Iteration 34Q: 3 clusters Score -1.06919e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63394 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -10692211.000000 Penalty: 3694.619873
	Iteration 35Q: 3 clusters Score -1.069221e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64680 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -10692518.000000 Penalty: 3694.619873
	Iteration 36Q: 3 clusters Score -1.069252e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65883 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -10692875.000000 Penalty: 3694.619873
	Iteration 37Q: 3 clusters Score -1.069288e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66997 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -10693048.000000 Penalty: 3694.619873
	Iteration 38Q: 3 clusters Score -1.069305e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -10693203.000000 Penalty: 3694.619873
	Iteration 39Q: 3 clusters Score -1.06932e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68681 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -10693443.000000 Penalty: 3694.619873
	Iteration 40F: 3 clusters Score -1.069344e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69772 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -10693686.000000 Penalty: 3694.619873
	Iteration 41Q: 3 clusters Score -1.069369e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70887 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -10693969.000000 Penalty: 3694.619873
	Iteration 42Q: 3 clusters Score -1.069397e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72003 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -10694129.000000 Penalty: 3694.619873
	Iteration 43Q: 3 clusters Score -1.069413e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73051 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -10694234.000000 Penalty: 3694.619873
	Iteration 44Q: 3 clusters Score -1.069423e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -10694311.000000 Penalty: 3694.619873
	Iteration 45Q: 3 clusters Score -1.069431e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75130 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -10694427.000000 Penalty: 3694.619873
	Iteration 46Q: 3 clusters Score -1.069443e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76110 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -10694595.000000 Penalty: 3694.619873
	Iteration 47Q: 3 clusters Score -1.06946e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77008 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -10694633.000000 Penalty: 3694.619873
	Iteration 48Q: 3 clusters Score -1.069463e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77880 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -10694597.000000 Penalty: 3694.619873
	Iteration 49Q: 3 clusters Score -1.06946e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78707 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -10694596.000000 Penalty: 3694.619873
	Iteration 50Q: 3 clusters Score -1.06946e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79462 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -10694540.000000 Penalty: 3694.619873
	Iteration 51Q: 3 clusters Score -1.069454e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -10694508.000000 Penalty: 3694.619873
	Iteration 52Q: 3 clusters Score -1.069451e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -10694475.000000 Penalty: 3694.619873
	Iteration 53Q: 3 clusters Score -1.069448e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81184 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -10694417.000000 Penalty: 3694.619873
	Iteration 54Q: 3 clusters Score -1.069442e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81654 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -10694363.000000 Penalty: 3694.619873
	Iteration 55Q: 3 clusters Score -1.069436e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82043 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -10694322.000000 Penalty: 3694.619873
	Iteration 56Q: 3 clusters Score -1.069432e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82395 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -10694316.000000 Penalty: 3694.619873
	Iteration 57Q: 3 clusters Score -1.069432e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82717 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -10694265.000000 Penalty: 3694.619873
	Iteration 58Q: 3 clusters Score -1.069426e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82990 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -10694252.000000 Penalty: 3694.619873
	Iteration 59Q: 3 clusters Score -1.069425e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83253 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -10694229.000000 Penalty: 3694.619873
	Iteration 60F: 3 clusters Score -1.069423e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -10694165.000000 Penalty: 3694.619873
	Iteration 61Q: 3 clusters Score -1.069416e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83742 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -10694129.000000 Penalty: 3694.619873
	Iteration 62Q: 3 clusters Score -1.069413e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83939 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -10694090.000000 Penalty: 3694.619873
	Iteration 63Q: 3 clusters Score -1.069409e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84127 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -10694062.000000 Penalty: 3694.619873
	Iteration 64Q: 3 clusters Score -1.069406e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -10694009.000000 Penalty: 3694.619873
	Iteration 65Q: 3 clusters Score -1.069401e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84455 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -10693973.000000 Penalty: 3694.619873
	Iteration 66Q: 3 clusters Score -1.069397e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84596 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -10693980.000000 Penalty: 3694.619873
	Iteration 67Q: 3 clusters Score -1.069398e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84708 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -10693934.000000 Penalty: 3694.619873
	Iteration 68Q: 3 clusters Score -1.069393e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -10693895.000000 Penalty: 3694.619873
	Iteration 69Q: 3 clusters Score -1.06939e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84894 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -10693873.000000 Penalty: 3694.619873
	Iteration 70Q: 3 clusters Score -1.069387e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84973 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -10693843.000000 Penalty: 3694.619873
	Iteration 71Q: 3 clusters Score -1.069384e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85040 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -10693826.000000 Penalty: 3694.619873
	Iteration 72Q: 3 clusters Score -1.069383e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85109 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -10693789.000000 Penalty: 3694.619873
	Iteration 73Q: 3 clusters Score -1.069379e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85162 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -10693764.000000 Penalty: 3694.619873
	Iteration 74Q: 3 clusters Score -1.069376e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85211 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -10693761.000000 Penalty: 3694.619873
	Iteration 75Q: 3 clusters Score -1.069376e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85253 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -10693763.000000 Penalty: 3694.619873
	Iteration 76Q: 3 clusters Score -1.069376e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85295 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -10693744.000000 Penalty: 3694.619873
	Iteration 77Q: 3 clusters Score -1.069374e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85335 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -10693720.000000 Penalty: 3694.619873
	Iteration 78Q: 3 clusters Score -1.069372e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85372 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -10693704.000000 Penalty: 3694.619873
	Iteration 79Q: 3 clusters Score -1.06937e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85400 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10693687.000000 Penalty: 3694.619873
	Iteration 80F: 3 clusters Score -1.069369e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85425 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -10693670.000000 Penalty: 3694.619873
	Iteration 81Q: 3 clusters Score -1.069367e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85440 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -10693669.000000 Penalty: 3694.619873
	Iteration 82Q: 3 clusters Score -1.069367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85456 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -10693664.000000 Penalty: 3694.619873
	Iteration 83Q: 3 clusters Score -1.069366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85466 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -10693660.000000 Penalty: 3694.619873
	Iteration 84Q: 3 clusters Score -1.069366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85473 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -10693661.000000 Penalty: 3694.619873
	Iteration 85Q: 3 clusters Score -1.069366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85478 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -10693663.000000 Penalty: 3694.619873
	Iteration 86Q: 3 clusters Score -1.069366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85485 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -10693665.000000 Penalty: 3694.619873
	Iteration 87Q: 3 clusters Score -1.069366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85492 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -10693660.000000 Penalty: 3694.619873
	Iteration 88Q: 3 clusters Score -1.069366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85501 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10693652.000000 Penalty: 3694.619873
	Iteration 89Q: 3 clusters Score -1.069365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -10693652.000000 Penalty: 3694.619873
	Iteration 90Q: 3 clusters Score -1.069365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85510 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10693650.000000 Penalty: 3694.619873
	Iteration 91Q: 3 clusters Score -1.069365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85517 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10693645.000000 Penalty: 3694.619873
	Iteration 92Q: 3 clusters Score -1.069364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85528 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -10693637.000000 Penalty: 3694.619873
	Iteration 93Q: 3 clusters Score -1.069364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85535 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10693636.000000 Penalty: 3694.619873
	Iteration 94Q: 3 clusters Score -1.069364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85545 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -10693646.000000 Penalty: 3694.619873
	Iteration 95Q: 3 clusters Score -1.069365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85554 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10693646.000000 Penalty: 3694.619873
	Iteration 96Q: 3 clusters Score -1.069365e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85564 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10693648.000000 Penalty: 3694.619873
	Iteration 97Q: 3 clusters Score -1.069365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85570 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10693630.000000 Penalty: 3694.619873
	Iteration 98Q: 3 clusters Score -1.069363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85578 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10693643.000000 Penalty: 3694.619873
	Iteration 99Q: 3 clusters Score -1.069364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10693627.000000 Penalty: 3694.619873
	Iteration 100F: 3 clusters Score -1.069363e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10693621.000000 Penalty: 3694.619873
	Iteration 101Q: 3 clusters Score -1.069362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85611 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10693615.000000 Penalty: 3694.619873
	Iteration 102Q: 3 clusters Score -1.069362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85623 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10693627.000000 Penalty: 3694.619873
	Iteration 103Q: 3 clusters Score -1.069363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10693622.000000 Penalty: 3694.619873
	Iteration 104Q: 3 clusters Score -1.069362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10693612.000000 Penalty: 3694.619873
	Iteration 105Q: 3 clusters Score -1.069361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10693617.000000 Penalty: 3694.619873
	Iteration 106Q: 3 clusters Score -1.069362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85649 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10693615.000000 Penalty: 3694.619873
	Iteration 107Q: 3 clusters Score -1.069362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85655 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -10693626.000000 Penalty: 3694.619873
	Iteration 108Q: 3 clusters Score -1.069363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85659 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10693615.000000 Penalty: 3694.619873
	Iteration 109Q: 3 clusters Score -1.069362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85662 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -10693615.000000 Penalty: 3694.619873
	Iteration 110Q: 3 clusters Score -1.069362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85664 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -10693605.000000 Penalty: 3694.619873
	Iteration 111Q: 3 clusters Score -1.06936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85667 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10693596.000000 Penalty: 3694.619873
	Iteration 112Q: 3 clusters Score -1.06936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85668 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -10693590.000000 Penalty: 3694.619873
	Iteration 113Q: 3 clusters Score -1.069359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85670 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -10693600.000000 Penalty: 3694.619873
	Iteration 114Q: 3 clusters Score -1.06936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85674 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -10693593.000000 Penalty: 3694.619873
	Iteration 115Q: 3 clusters Score -1.069359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85677 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -10693588.000000 Penalty: 3694.619873
	Iteration 116Q: 3 clusters Score -1.069359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85678 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -10693584.000000 Penalty: 3694.619873
	Iteration 117Q: 3 clusters Score -1.069358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85680 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -10693580.000000 Penalty: 3694.619873
	Iteration 118Q: 3 clusters Score -1.069358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85681 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10693584.000000 Penalty: 3694.619873
	Iteration 119Q: 3 clusters Score -1.069358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85681 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10693584.000000 Penalty: 3694.619873
	Iteration 120F: 3 clusters Score -1.069358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (95825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95825 members 
Entering Unmasked Estep 
Score: -11857224.000000 Penalty: 1863.920288
	Iteration 0F: 2 clusters Score -1.185722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -11799689.000000 Penalty: 3727.840576
	Iteration 0F: 3 clusters Score -1.179969e+07 nChanged 45993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -11826213.000000 Penalty: 3727.840576
	Iteration 1F: 3 clusters Score -1.182621e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -11826956.000000 Penalty: 3727.840576
	Iteration 2Q: 3 clusters Score -1.182696e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -11827762.000000 Penalty: 3727.840576
	Iteration 3Q: 3 clusters Score -1.182776e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -11828689.000000 Penalty: 3727.840576
	Iteration 4Q: 3 clusters Score -1.182869e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -11830061.000000 Penalty: 3727.840576
	Iteration 5Q: 3 clusters Score -1.183006e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -11831944.000000 Penalty: 3727.840576
	Iteration 6Q: 3 clusters Score -1.183194e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -11834663.000000 Penalty: 3727.840576
	Iteration 7F: 3 clusters Score -1.183466e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
Score: -11838359.000000 Penalty: 3727.840576
	Iteration 8F: 3 clusters Score -1.183836e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 66179 members 
Entering Unmasked Estep 
Score: -11842706.000000 Penalty: 3727.840576
	Iteration 9F: 3 clusters Score -1.184271e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -11846673.000000 Penalty: 3727.840576
	Iteration 10F: 3 clusters Score -1.184667e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 71285 members 
Entering Unmasked Estep 
Score: -11849166.000000 Penalty: 3727.840576
	Iteration 11Q: 3 clusters Score -1.184917e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 72922 members 
Entering Unmasked Estep 
Score: -11850563.000000 Penalty: 3727.840576
	Iteration 12Q: 3 clusters Score -1.185056e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 74349 members 
Entering Unmasked Estep 
Score: -11851152.000000 Penalty: 3727.840576
	Iteration 13Q: 3 clusters Score -1.185115e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 75760 members 
Entering Unmasked Estep 
Score: -11851602.000000 Penalty: 3727.840576
	Iteration 14Q: 3 clusters Score -1.18516e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 77224 members 
Entering Unmasked Estep 
Score: -11852081.000000 Penalty: 3727.840576
	Iteration 15Q: 3 clusters Score -1.185208e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 78657 members 
Entering Unmasked Estep 
Score: -11852470.000000 Penalty: 3727.840576
	Iteration 16Q: 3 clusters Score -1.185247e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 80157 members 
Entering Unmasked Estep 
Score: -11852881.000000 Penalty: 3727.840576
	Iteration 17Q: 3 clusters Score -1.185288e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -11853308.000000 Penalty: 3727.840576
	Iteration 18Q: 3 clusters Score -1.185331e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 83012 members 
Entering Unmasked Estep 
Score: -11853749.000000 Penalty: 3727.840576
	Iteration 19Q: 3 clusters Score -1.185375e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 84361 members 
Entering Unmasked Estep 
Score: -11854181.000000 Penalty: 3727.840576
	Iteration 20F: 3 clusters Score -1.185418e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 85686 members 
Entering Unmasked Estep 
Score: -11854611.000000 Penalty: 3727.840576
	Iteration 21Q: 3 clusters Score -1.185461e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 86932 members 
Entering Unmasked Estep 
Score: -11855029.000000 Penalty: 3727.840576
	Iteration 22Q: 3 clusters Score -1.185503e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 88030 members 
Entering Unmasked Estep 
Score: -11855513.000000 Penalty: 3727.840576
	Iteration 23Q: 3 clusters Score -1.185551e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -11856039.000000 Penalty: 3727.840576
	Iteration 24Q: 3 clusters Score -1.185604e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 90092 members 
Entering Unmasked Estep 
Score: -11856480.000000 Penalty: 3727.840576
	Iteration 25Q: 3 clusters Score -1.185648e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -11856791.000000 Penalty: 3727.840576
	Iteration 26Q: 3 clusters Score -1.185679e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 91936 members 
Entering Unmasked Estep 
Score: -11857107.000000 Penalty: 3727.840576
	Iteration 27Q: 3 clusters Score -1.185711e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 92712 members 
Entering Unmasked Estep 
Score: -11857238.000000 Penalty: 3727.840576
	Iteration 28Q: 3 clusters Score -1.185724e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 93306 members 
Entering Unmasked Estep 
Score: -11857142.000000 Penalty: 3727.840576
	Iteration 29Q: 3 clusters Score -1.185714e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 93741 members 
Entering Unmasked Estep 
Score: -11857031.000000 Penalty: 3727.840576
	Iteration 30Q: 3 clusters Score -1.185703e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 94062 members 
Entering Unmasked Estep 
Score: -11856908.000000 Penalty: 3727.840576
	Iteration 31Q: 3 clusters Score -1.185691e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 94322 members 
Entering Unmasked Estep 
Score: -11856835.000000 Penalty: 3727.840576
	Iteration 32Q: 3 clusters Score -1.185684e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 94500 members 
Entering Unmasked Estep 
Score: -11856814.000000 Penalty: 3727.840576
	Iteration 33Q: 3 clusters Score -1.185681e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 94630 members 
Entering Unmasked Estep 
Score: -11856795.000000 Penalty: 3727.840576
	Iteration 34Q: 3 clusters Score -1.18568e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 94717 members 
Entering Unmasked Estep 
Score: -11856808.000000 Penalty: 3727.840576
	Iteration 35Q: 3 clusters Score -1.185681e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 94782 members 
Entering Unmasked Estep 
Score: -11856780.000000 Penalty: 3727.840576
	Iteration 36Q: 3 clusters Score -1.185678e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -11856774.000000 Penalty: 3727.840576
	Iteration 37Q: 3 clusters Score -1.185677e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 94852 members 
Entering Unmasked Estep 
Score: -11856752.000000 Penalty: 3727.840576
	Iteration 38Q: 3 clusters Score -1.185675e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 94878 members 
Entering Unmasked Estep 
Score: -11856750.000000 Penalty: 3727.840576
	Iteration 39Q: 3 clusters Score -1.185675e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 94899 members 
Entering Unmasked Estep 
Score: -11856733.000000 Penalty: 3727.840576
	Iteration 40F: 3 clusters Score -1.185673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 94909 members 
Entering Unmasked Estep 
Score: -11856739.000000 Penalty: 3727.840576
	Iteration 41Q: 3 clusters Score -1.185674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 94923 members 
Entering Unmasked Estep 
Score: -11856746.000000 Penalty: 3727.840576
	Iteration 42Q: 3 clusters Score -1.185675e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 94931 members 
Entering Unmasked Estep 
Score: -11856746.000000 Penalty: 3727.840576
	Iteration 43Q: 3 clusters Score -1.185675e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 94940 members 
Entering Unmasked Estep 
Score: -11856729.000000 Penalty: 3727.840576
	Iteration 44Q: 3 clusters Score -1.185673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 94947 members 
Entering Unmasked Estep 
Score: -11856724.000000 Penalty: 3727.840576
	Iteration 45Q: 3 clusters Score -1.185672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 94955 members 
Entering Unmasked Estep 
Score: -11856713.000000 Penalty: 3727.840576
	Iteration 46Q: 3 clusters Score -1.185671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 94959 members 
Entering Unmasked Estep 
Score: -11856706.000000 Penalty: 3727.840576
	Iteration 47Q: 3 clusters Score -1.185671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 94962 members 
Entering Unmasked Estep 
Score: -11856711.000000 Penalty: 3727.840576
	Iteration 48Q: 3 clusters Score -1.185671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 94966 members 
Entering Unmasked Estep 
Score: -11856709.000000 Penalty: 3727.840576
	Iteration 49Q: 3 clusters Score -1.185671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 94974 members 
Entering Unmasked Estep 
Score: -11856707.000000 Penalty: 3727.840576
	Iteration 50Q: 3 clusters Score -1.185671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 94980 members 
Entering Unmasked Estep 
Score: -11856690.000000 Penalty: 3727.840576
	Iteration 51Q: 3 clusters Score -1.185669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 94986 members 
Entering Unmasked Estep 
Score: -11856681.000000 Penalty: 3727.840576
	Iteration 52Q: 3 clusters Score -1.185668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 94994 members 
Entering Unmasked Estep 
Score: -11856676.000000 Penalty: 3727.840576
	Iteration 53Q: 3 clusters Score -1.185668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 95004 members 
Entering Unmasked Estep 
Score: -11856680.000000 Penalty: 3727.840576
	Iteration 54Q: 3 clusters Score -1.185668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 95011 members 
Entering Unmasked Estep 
Score: -11856664.000000 Penalty: 3727.840576
	Iteration 55Q: 3 clusters Score -1.185666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 95020 members 
Entering Unmasked Estep 
Score: -11856652.000000 Penalty: 3727.840576
	Iteration 56Q: 3 clusters Score -1.185665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 95022 members 
Entering Unmasked Estep 
Score: -11856653.000000 Penalty: 3727.840576
	Iteration 57Q: 3 clusters Score -1.185665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 95020 members 
Entering Unmasked Estep 
Score: -11856651.000000 Penalty: 3727.840576
	Iteration 58Q: 3 clusters Score -1.185665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 95023 members 
Entering Unmasked Estep 
Score: -11856651.000000 Penalty: 3727.840576
	Iteration 59Q: 3 clusters Score -1.185665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 95023 members 
Entering Unmasked Estep 
Score: -11856649.000000 Penalty: 3727.840576
	Iteration 60F: 3 clusters Score -1.185665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 95023 members 
Entering Unmasked Estep 
Score: -11856658.000000 Penalty: 3727.840576
	Iteration 61Q: 3 clusters Score -1.185666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 95023 members 
Entering Unmasked Estep 
Score: -11856658.000000 Penalty: 3727.840576
	Iteration 62F: 3 clusters Score -1.185666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Entering Unmasked Estep 
Score: -5223586.000000 Penalty: 1729.900879
	Iteration 0F: 2 clusters Score -5223586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -5195335.500000 Penalty: 3459.801758
	Iteration 0F: 3 clusters Score -5195336 nChanged 19595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -5206435.500000 Penalty: 3459.801758
	Iteration 1F: 3 clusters Score -5206436 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -5207013.500000 Penalty: 3459.801758
	Iteration 2Q: 3 clusters Score -5207014 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -5207836.500000 Penalty: 3459.801758
	Iteration 3Q: 3 clusters Score -5207836 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -5209252.000000 Penalty: 3459.801758
	Iteration 4F: 3 clusters Score -5209252 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -5211521.500000 Penalty: 3459.801758
	Iteration 5F: 3 clusters Score -5211522 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -5214782.500000 Penalty: 3459.801758
	Iteration 6F: 3 clusters Score -5214782 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -5217966.500000 Penalty: 3459.801758
	Iteration 7F: 3 clusters Score -5217966 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -5220176.500000 Penalty: 3459.801758
	Iteration 8F: 3 clusters Score -5220176 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -5221308.500000 Penalty: 3459.801758
	Iteration 9Q: 3 clusters Score -5221308 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5221829.500000 Penalty: 3459.801758
	Iteration 10Q: 3 clusters Score -5221830 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -5222049.500000 Penalty: 3459.801758
	Iteration 11Q: 3 clusters Score -5222050 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5222195.500000 Penalty: 3459.801758
	Iteration 12Q: 3 clusters Score -5222196 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5222278.000000 Penalty: 3459.801758
	Iteration 13Q: 3 clusters Score -5222278 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5222337.500000 Penalty: 3459.801758
	Iteration 14Q: 3 clusters Score -5222338 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5222382.500000 Penalty: 3459.801758
	Iteration 15Q: 3 clusters Score -5222382 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5222436.000000 Penalty: 3459.801758
	Iteration 16Q: 3 clusters Score -5222436 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5222452.500000 Penalty: 3459.801758
	Iteration 17Q: 3 clusters Score -5222452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5222469.500000 Penalty: 3459.801758
	Iteration 18Q: 3 clusters Score -5222470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5222479.000000 Penalty: 3459.801758
	Iteration 19Q: 3 clusters Score -5222479 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5222482.500000 Penalty: 3459.801758
	Iteration 20F: 3 clusters Score -5222482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5222490.500000 Penalty: 3459.801758
	Iteration 21Q: 3 clusters Score -5222490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5222492.000000 Penalty: 3459.801758
	Iteration 22Q: 3 clusters Score -5222492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5222497.000000 Penalty: 3459.801758
	Iteration 23Q: 3 clusters Score -5222497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5222491.000000 Penalty: 3459.801758
	Iteration 24Q: 3 clusters Score -5222491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5222484.000000 Penalty: 3459.801758
	Iteration 25Q: 3 clusters Score -5222484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5222495.000000 Penalty: 3459.801758
	Iteration 26Q: 3 clusters Score -5222495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5222500.500000 Penalty: 3459.801758
	Iteration 27Q: 3 clusters Score -5222500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5222508.000000 Penalty: 3459.801758
	Iteration 28Q: 3 clusters Score -5222508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5222502.000000 Penalty: 3459.801758
	Iteration 29Q: 3 clusters Score -5222502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5222510.500000 Penalty: 3459.801758
	Iteration 30Q: 3 clusters Score -5222510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5222514.000000 Penalty: 3459.801758
	Iteration 31Q: 3 clusters Score -5222514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5222514.500000 Penalty: 3459.801758
	Iteration 32Q: 3 clusters Score -5222514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5222507.000000 Penalty: 3459.801758
	Iteration 33Q: 3 clusters Score -5222507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5222502.500000 Penalty: 3459.801758
	Iteration 34Q: 3 clusters Score -5222502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5222501.500000 Penalty: 3459.801758
	Iteration 35Q: 3 clusters Score -5222502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5222503.500000 Penalty: 3459.801758
	Iteration 36Q: 3 clusters Score -5222504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5222503.500000 Penalty: 3459.801758
	Iteration 37Q: 3 clusters Score -5222504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5222506.500000 Penalty: 3459.801758
	Iteration 38Q: 3 clusters Score -5222506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5222506.000000 Penalty: 3459.801758
	Iteration 39Q: 3 clusters Score -5222506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5222507.000000 Penalty: 3459.801758
	Iteration 40F: 3 clusters Score -5222507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5222509.500000 Penalty: 3459.801758
	Iteration 41Q: 3 clusters Score -5222510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5222509.500000 Penalty: 3459.801758
	Iteration 42F: 3 clusters Score -5222510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -106448.687500 Penalty: 1104.846558
	Iteration 0F: 2 clusters Score -106448.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -105095.570312 Penalty: 2209.693115
	Iteration 0F: 3 clusters Score -105095.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105298.312500 Penalty: 2209.693115
	Iteration 1F: 3 clusters Score -105298.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105367.789062 Penalty: 2209.693115
	Iteration 2F: 3 clusters Score -105367.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105441.335938 Penalty: 2209.693115
	Iteration 3F: 3 clusters Score -105441.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -105527.640625 Penalty: 2209.693115
	Iteration 4F: 3 clusters Score -105527.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -105637.734375 Penalty: 2209.693115
	Iteration 5F: 3 clusters Score -105637.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -105773.085938 Penalty: 2209.693115
	Iteration 6F: 3 clusters Score -105773.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -105910.492188 Penalty: 2209.693115
	Iteration 7F: 3 clusters Score -105910.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -106005.335938 Penalty: 2209.693115
	Iteration 8F: 3 clusters Score -106005.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -106073.781250 Penalty: 2209.693115
	Iteration 9Q: 3 clusters Score -106073.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -106127.890625 Penalty: 2209.693115
	Iteration 10Q: 3 clusters Score -106127.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -106159.570312 Penalty: 2209.693115
	Iteration 11Q: 3 clusters Score -106159.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -106168.851562 Penalty: 2209.693115
	Iteration 12Q: 3 clusters Score -106168.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -106176.500000 Penalty: 2209.693115
	Iteration 13Q: 3 clusters Score -106176.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -106184.328125 Penalty: 2209.693115
	Iteration 14Q: 3 clusters Score -106184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -106185.640625 Penalty: 2209.693115
	Iteration 15Q: 3 clusters Score -106185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -106186.421875 Penalty: 2209.693115
	Iteration 16Q: 3 clusters Score -106186.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -106187.320312 Penalty: 2209.693115
	Iteration 17Q: 3 clusters Score -106187.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -106187.320312 Penalty: 2209.693115
	Iteration 18F: 3 clusters Score -106187.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -212928.140625 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -212928.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -211006.171875 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -211006.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -211409.875000 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -211409.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -211512.000000 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -211512 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -211556.750000 Penalty: 2421.653564
	Iteration 3Q: 3 clusters Score -211556.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -211584.359375 Penalty: 2421.653564
	Iteration 4Q: 3 clusters Score -211584.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -211607.843750 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -211607.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -211620.437500 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -211620.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -211635.250000 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -211635.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -211645.156250 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -211645.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -211650.703125 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -211650.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -211653.046875 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -211653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -211654.890625 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -211654.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -211656.812500 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -211656.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -211657.984375 Penalty: 2421.653564
	Iteration 13Q: 3 clusters Score -211658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -211660.468750 Penalty: 2421.653564
	Iteration 14Q: 3 clusters Score -211660.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -211660.515625 Penalty: 2421.653564
	Iteration 15Q: 3 clusters Score -211660.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -211661.437500 Penalty: 2421.653564
	Iteration 16Q: 3 clusters Score -211661.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -211661.562500 Penalty: 2421.653564
	Iteration 17Q: 3 clusters Score -211661.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -211662.312500 Penalty: 2421.653564
	Iteration 18Q: 3 clusters Score -211662.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -211663.484375 Penalty: 2421.653564
	Iteration 19Q: 3 clusters Score -211663.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -211665.234375 Penalty: 2421.653564
	Iteration 20F: 3 clusters Score -211665.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -211667.687500 Penalty: 2421.653564
	Iteration 21Q: 3 clusters Score -211667.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -211669.000000 Penalty: 2421.653564
	Iteration 22Q: 3 clusters Score -211669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -211671.718750 Penalty: 2421.653564
	Iteration 23Q: 3 clusters Score -211671.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -211673.406250 Penalty: 2421.653564
	Iteration 24Q: 3 clusters Score -211673.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -211676.437500 Penalty: 2421.653564
	Iteration 25Q: 3 clusters Score -211676.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -211681.640625 Penalty: 2421.653564
	Iteration 26Q: 3 clusters Score -211681.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -211685.375000 Penalty: 2421.653564
	Iteration 27Q: 3 clusters Score -211685.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -211687.468750 Penalty: 2421.653564
	Iteration 28Q: 3 clusters Score -211687.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -211689.265625 Penalty: 2421.653564
	Iteration 29Q: 3 clusters Score -211689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -211689.640625 Penalty: 2421.653564
	Iteration 30Q: 3 clusters Score -211689.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -211689.968750 Penalty: 2421.653564
	Iteration 31Q: 3 clusters Score -211690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -211689.968750 Penalty: 2421.653564
	Iteration 32F: 3 clusters Score -211690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Entering Unmasked Estep 
Score: -3024337.000000 Penalty: 1645.564453
	Iteration 0F: 2 clusters Score -3024337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3007519.000000 Penalty: 3291.128906
	Iteration 0F: 3 clusters Score -3007519 nChanged 11375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3013661.250000 Penalty: 3291.128906
	Iteration 1F: 3 clusters Score -3013661 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3013933.750000 Penalty: 3291.128906
	Iteration 2Q: 3 clusters Score -3013934 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3014233.000000 Penalty: 3291.128906
	Iteration 3Q: 3 clusters Score -3014233 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3014581.250000 Penalty: 3291.128906
	Iteration 4Q: 3 clusters Score -3014581 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3014953.500000 Penalty: 3291.128906
	Iteration 5Q: 3 clusters Score -3014954 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -3015505.250000 Penalty: 3291.128906
	Iteration 6Q: 3 clusters Score -3015505 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -3016290.750000 Penalty: 3291.128906
	Iteration 7F: 3 clusters Score -3016291 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -3017477.000000 Penalty: 3291.128906
	Iteration 8F: 3 clusters Score -3017477 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -3019027.250000 Penalty: 3291.128906
	Iteration 9F: 3 clusters Score -3019027 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3020506.250000 Penalty: 3291.128906
	Iteration 10F: 3 clusters Score -3020506 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -3021568.250000 Penalty: 3291.128906
	Iteration 11Q: 3 clusters Score -3021568 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -3022184.000000 Penalty: 3291.128906
	Iteration 12Q: 3 clusters Score -3022184 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -3022486.500000 Penalty: 3291.128906
	Iteration 13Q: 3 clusters Score -3022486 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3022643.000000 Penalty: 3291.128906
	Iteration 14Q: 3 clusters Score -3022643 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3022746.500000 Penalty: 3291.128906
	Iteration 15Q: 3 clusters Score -3022746 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3022809.750000 Penalty: 3291.128906
	Iteration 16Q: 3 clusters Score -3022810 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -3022868.250000 Penalty: 3291.128906
	Iteration 17Q: 3 clusters Score -3022868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -3022898.750000 Penalty: 3291.128906
	Iteration 18Q: 3 clusters Score -3022899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -3022931.250000 Penalty: 3291.128906
	Iteration 19Q: 3 clusters Score -3022931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3022952.000000 Penalty: 3291.128906
	Iteration 20F: 3 clusters Score -3022952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3022967.500000 Penalty: 3291.128906
	Iteration 21Q: 3 clusters Score -3022968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3022979.500000 Penalty: 3291.128906
	Iteration 22Q: 3 clusters Score -3022980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3022987.000000 Penalty: 3291.128906
	Iteration 23Q: 3 clusters Score -3022987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3022994.750000 Penalty: 3291.128906
	Iteration 24Q: 3 clusters Score -3022995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -3023007.000000 Penalty: 3291.128906
	Iteration 25Q: 3 clusters Score -3023007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3023010.250000 Penalty: 3291.128906
	Iteration 26Q: 3 clusters Score -3023010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3023012.000000 Penalty: 3291.128906
	Iteration 27Q: 3 clusters Score -3023012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3023012.000000 Penalty: 3291.128906
	Iteration 28F: 3 clusters Score -3023012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Entering Unmasked Estep 
Score: -746348.062500 Penalty: 1412.720459
	Iteration 0F: 2 clusters Score -746348.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -741711.375000 Penalty: 2825.440918
	Iteration 0F: 3 clusters Score -741711.4 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -743085.375000 Penalty: 2825.440918
	Iteration 1F: 3 clusters Score -743085.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -743266.750000 Penalty: 2825.440918
	Iteration 2F: 3 clusters Score -743266.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -743406.750000 Penalty: 2825.440918
	Iteration 3Q: 3 clusters Score -743406.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -743526.562500 Penalty: 2825.440918
	Iteration 4Q: 3 clusters Score -743526.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -743630.875000 Penalty: 2825.440918
	Iteration 5Q: 3 clusters Score -743630.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -743731.750000 Penalty: 2825.440918
	Iteration 6Q: 3 clusters Score -743731.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -743813.437500 Penalty: 2825.440918
	Iteration 7Q: 3 clusters Score -743813.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -743884.250000 Penalty: 2825.440918
	Iteration 8Q: 3 clusters Score -743884.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -743954.125000 Penalty: 2825.440918
	Iteration 9Q: 3 clusters Score -743954.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -744044.187500 Penalty: 2825.440918
	Iteration 10Q: 3 clusters Score -744044.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -744152.250000 Penalty: 2825.440918
	Iteration 11Q: 3 clusters Score -744152.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -744269.062500 Penalty: 2825.440918
	Iteration 12Q: 3 clusters Score -744269.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -744370.062500 Penalty: 2825.440918
	Iteration 13Q: 3 clusters Score -744370.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -744453.937500 Penalty: 2825.440918
	Iteration 14Q: 3 clusters Score -744453.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -744510.687500 Penalty: 2825.440918
	Iteration 15Q: 3 clusters Score -744510.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -744567.375000 Penalty: 2825.440918
	Iteration 16Q: 3 clusters Score -744567.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -744623.125000 Penalty: 2825.440918
	Iteration 17Q: 3 clusters Score -744623.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -744670.750000 Penalty: 2825.440918
	Iteration 18Q: 3 clusters Score -744670.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -744710.437500 Penalty: 2825.440918
	Iteration 19Q: 3 clusters Score -744710.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -744742.312500 Penalty: 2825.440918
	Iteration 20F: 3 clusters Score -744742.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -744773.625000 Penalty: 2825.440918
	Iteration 21Q: 3 clusters Score -744773.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -744802.125000 Penalty: 2825.440918
	Iteration 22Q: 3 clusters Score -744802.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -744830.687500 Penalty: 2825.440918
	Iteration 23Q: 3 clusters Score -744830.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -744847.062500 Penalty: 2825.440918
	Iteration 24Q: 3 clusters Score -744847.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -744861.812500 Penalty: 2825.440918
	Iteration 25Q: 3 clusters Score -744861.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -744875.625000 Penalty: 2825.440918
	Iteration 26Q: 3 clusters Score -744875.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -744889.625000 Penalty: 2825.440918
	Iteration 27Q: 3 clusters Score -744889.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -744905.187500 Penalty: 2825.440918
	Iteration 28Q: 3 clusters Score -744905.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -744917.375000 Penalty: 2825.440918
	Iteration 29Q: 3 clusters Score -744917.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -744929.500000 Penalty: 2825.440918
	Iteration 30Q: 3 clusters Score -744929.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -744938.750000 Penalty: 2825.440918
	Iteration 31Q: 3 clusters Score -744938.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -744947.250000 Penalty: 2825.440918
	Iteration 32Q: 3 clusters Score -744947.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -744951.625000 Penalty: 2825.440918
	Iteration 33Q: 3 clusters Score -744951.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -744957.125000 Penalty: 2825.440918
	Iteration 34Q: 3 clusters Score -744957.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -744963.000000 Penalty: 2825.440918
	Iteration 35Q: 3 clusters Score -744963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -744968.375000 Penalty: 2825.440918
	Iteration 36Q: 3 clusters Score -744968.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -744974.250000 Penalty: 2825.440918
	Iteration 37Q: 3 clusters Score -744974.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -744980.000000 Penalty: 2825.440918
	Iteration 38Q: 3 clusters Score -744980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -744984.062500 Penalty: 2825.440918
	Iteration 39Q: 3 clusters Score -744984.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -744987.562500 Penalty: 2825.440918
	Iteration 40F: 3 clusters Score -744987.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -744990.062500 Penalty: 2825.440918
	Iteration 41Q: 3 clusters Score -744990.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -744994.312500 Penalty: 2825.440918
	Iteration 42Q: 3 clusters Score -744994.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -744995.937500 Penalty: 2825.440918
	Iteration 43Q: 3 clusters Score -744995.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -744998.687500 Penalty: 2825.440918
	Iteration 44Q: 3 clusters Score -744998.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -745002.625000 Penalty: 2825.440918
	Iteration 45Q: 3 clusters Score -745002.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -745004.750000 Penalty: 2825.440918
	Iteration 46Q: 3 clusters Score -745004.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -745006.812500 Penalty: 2825.440918
	Iteration 47Q: 3 clusters Score -745006.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -745008.250000 Penalty: 2825.440918
	Iteration 48Q: 3 clusters Score -745008.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -745010.250000 Penalty: 2825.440918
	Iteration 49Q: 3 clusters Score -745010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -745012.312500 Penalty: 2825.440918
	Iteration 50Q: 3 clusters Score -745012.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -745014.687500 Penalty: 2825.440918
	Iteration 51Q: 3 clusters Score -745014.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -745014.062500 Penalty: 2825.440918
	Iteration 52Q: 3 clusters Score -745014.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -745014.062500 Penalty: 2825.440918
	Iteration 53F: 3 clusters Score -745014.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (90042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90042 members 
Entering Unmasked Estep 
Score: -11153189.000000 Penalty: 1853.805054
	Iteration 0F: 2 clusters Score -1.115319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -11095571.000000 Penalty: 3707.610107
	Iteration 0F: 3 clusters Score -1.109557e+07 nChanged 42858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -11120281.000000 Penalty: 3707.610107
	Iteration 1F: 3 clusters Score -1.112028e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -11120990.000000 Penalty: 3707.610107
	Iteration 2Q: 3 clusters Score -1.112099e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -11122155.000000 Penalty: 3707.610107
	Iteration 3Q: 3 clusters Score -1.112216e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -11123839.000000 Penalty: 3707.610107
	Iteration 4Q: 3 clusters Score -1.112384e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -11126789.000000 Penalty: 3707.610107
	Iteration 5F: 3 clusters Score -1.112679e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -11131343.000000 Penalty: 3707.610107
	Iteration 6F: 3 clusters Score -1.113134e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -11136514.000000 Penalty: 3707.610107
	Iteration 7F: 3 clusters Score -1.113651e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56632 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -11140296.000000 Penalty: 3707.610107
	Iteration 8F: 3 clusters Score -1.11403e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -11141952.000000 Penalty: 3707.610107
	Iteration 9Q: 3 clusters Score -1.114195e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -11142650.000000 Penalty: 3707.610107
	Iteration 10Q: 3 clusters Score -1.114265e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -11143285.000000 Penalty: 3707.610107
	Iteration 11Q: 3 clusters Score -1.114328e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64137 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -11143669.000000 Penalty: 3707.610107
	Iteration 12Q: 3 clusters Score -1.114367e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -11144162.000000 Penalty: 3707.610107
	Iteration 13Q: 3 clusters Score -1.114416e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -11144753.000000 Penalty: 3707.610107
	Iteration 14Q: 3 clusters Score -1.114475e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70554 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -11145306.000000 Penalty: 3707.610107
	Iteration 15Q: 3 clusters Score -1.114531e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -11145789.000000 Penalty: 3707.610107
	Iteration 16Q: 3 clusters Score -1.114579e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -11146414.000000 Penalty: 3707.610107
	Iteration 17Q: 3 clusters Score -1.114641e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77015 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -11147030.000000 Penalty: 3707.610107
	Iteration 18Q: 3 clusters Score -1.114703e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79054 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -11147762.000000 Penalty: 3707.610107
	Iteration 19Q: 3 clusters Score -1.114776e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -11148468.000000 Penalty: 3707.610107
	Iteration 20F: 3 clusters Score -1.114847e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82623 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -11149199.000000 Penalty: 3707.610107
	Iteration 21Q: 3 clusters Score -1.11492e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84011 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -11149817.000000 Penalty: 3707.610107
	Iteration 22Q: 3 clusters Score -1.114982e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85174 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -11150454.000000 Penalty: 3707.610107
	Iteration 23Q: 3 clusters Score -1.115045e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -11150946.000000 Penalty: 3707.610107
	Iteration 24Q: 3 clusters Score -1.115095e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86799 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -11151298.000000 Penalty: 3707.610107
	Iteration 25Q: 3 clusters Score -1.11513e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87289 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -11151538.000000 Penalty: 3707.610107
	Iteration 26Q: 3 clusters Score -1.115154e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87660 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -11151689.000000 Penalty: 3707.610107
	Iteration 27Q: 3 clusters Score -1.115169e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87922 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -11151785.000000 Penalty: 3707.610107
	Iteration 28Q: 3 clusters Score -1.115178e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88122 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -11151876.000000 Penalty: 3707.610107
	Iteration 29Q: 3 clusters Score -1.115188e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88269 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -11151911.000000 Penalty: 3707.610107
	Iteration 30Q: 3 clusters Score -1.115191e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88377 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -11151958.000000 Penalty: 3707.610107
	Iteration 31Q: 3 clusters Score -1.115196e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88464 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -11152007.000000 Penalty: 3707.610107
	Iteration 32Q: 3 clusters Score -1.115201e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88529 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -11152018.000000 Penalty: 3707.610107
	Iteration 33Q: 3 clusters Score -1.115202e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88594 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -11152037.000000 Penalty: 3707.610107
	Iteration 34Q: 3 clusters Score -1.115204e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88651 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -11152042.000000 Penalty: 3707.610107
	Iteration 35Q: 3 clusters Score -1.115204e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88694 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -11152063.000000 Penalty: 3707.610107
	Iteration 36Q: 3 clusters Score -1.115206e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88727 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -11152064.000000 Penalty: 3707.610107
	Iteration 37Q: 3 clusters Score -1.115206e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -11152086.000000 Penalty: 3707.610107
	Iteration 38Q: 3 clusters Score -1.115209e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -11152090.000000 Penalty: 3707.610107
	Iteration 39Q: 3 clusters Score -1.115209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88809 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -11152091.000000 Penalty: 3707.610107
	Iteration 40F: 3 clusters Score -1.115209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88830 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -11152090.000000 Penalty: 3707.610107
	Iteration 41Q: 3 clusters Score -1.115209e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88852 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -11152087.000000 Penalty: 3707.610107
	Iteration 42Q: 3 clusters Score -1.115209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88875 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -11152093.000000 Penalty: 3707.610107
	Iteration 43Q: 3 clusters Score -1.115209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88892 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -11152098.000000 Penalty: 3707.610107
	Iteration 44Q: 3 clusters Score -1.11521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -11152111.000000 Penalty: 3707.610107
	Iteration 45Q: 3 clusters Score -1.115211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88918 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -11152107.000000 Penalty: 3707.610107
	Iteration 46Q: 3 clusters Score -1.115211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88924 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11152106.000000 Penalty: 3707.610107
	Iteration 47Q: 3 clusters Score -1.115211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88929 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -11152109.000000 Penalty: 3707.610107
	Iteration 48Q: 3 clusters Score -1.115211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88934 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11152095.000000 Penalty: 3707.610107
	Iteration 49Q: 3 clusters Score -1.11521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88937 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -11152095.000000 Penalty: 3707.610107
	Iteration 50Q: 3 clusters Score -1.11521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88940 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -11152089.000000 Penalty: 3707.610107
	Iteration 51Q: 3 clusters Score -1.115209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -11152096.000000 Penalty: 3707.610107
	Iteration 52Q: 3 clusters Score -1.11521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -11152091.000000 Penalty: 3707.610107
	Iteration 53Q: 3 clusters Score -1.115209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88948 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -11152095.000000 Penalty: 3707.610107
	Iteration 54Q: 3 clusters Score -1.11521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88952 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -11152100.000000 Penalty: 3707.610107
	Iteration 55Q: 3 clusters Score -1.11521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11152092.000000 Penalty: 3707.610107
	Iteration 56Q: 3 clusters Score -1.115209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88962 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11152086.000000 Penalty: 3707.610107
	Iteration 57Q: 3 clusters Score -1.115209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88967 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -11152085.000000 Penalty: 3707.610107
	Iteration 58Q: 3 clusters Score -1.115208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88970 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -11152094.000000 Penalty: 3707.610107
	Iteration 59Q: 3 clusters Score -1.115209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -11152091.000000 Penalty: 3707.610107
	Iteration 60F: 3 clusters Score -1.115209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88974 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -11152084.000000 Penalty: 3707.610107
	Iteration 61Q: 3 clusters Score -1.115208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88975 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -11152082.000000 Penalty: 3707.610107
	Iteration 62Q: 3 clusters Score -1.115208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11152076.000000 Penalty: 3707.610107
	Iteration 63Q: 3 clusters Score -1.115208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88978 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11152082.000000 Penalty: 3707.610107
	Iteration 64Q: 3 clusters Score -1.115208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -11152088.000000 Penalty: 3707.610107
	Iteration 65Q: 3 clusters Score -1.115209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88980 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11152077.000000 Penalty: 3707.610107
	Iteration 66Q: 3 clusters Score -1.115208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88980 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11152077.000000 Penalty: 3707.610107
	Iteration 67F: 3 clusters Score -1.115208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Entering Unmasked Estep 
Score: -854579.937500 Penalty: 1435.342896
	Iteration 0F: 2 clusters Score -854579.9 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 3413 members 
Entering Unmasked Estep 
Score: -849423.562500 Penalty: 2870.685791
	Iteration 0F: 3 clusters Score -849423.6 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -850929.250000 Penalty: 2870.685791
	Iteration 1F: 3 clusters Score -850929.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -851200.125000 Penalty: 2870.685791
	Iteration 2F: 3 clusters Score -851200.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -851427.375000 Penalty: 2870.685791
	Iteration 3F: 3 clusters Score -851427.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -851629.250000 Penalty: 2870.685791
	Iteration 4F: 3 clusters Score -851629.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -851825.562500 Penalty: 2870.685791
	Iteration 5Q: 3 clusters Score -851825.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -852042.437500 Penalty: 2870.685791
	Iteration 6Q: 3 clusters Score -852042.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -852249.562500 Penalty: 2870.685791
	Iteration 7Q: 3 clusters Score -852249.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -852437.750000 Penalty: 2870.685791
	Iteration 8Q: 3 clusters Score -852437.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -852598.062500 Penalty: 2870.685791
	Iteration 9Q: 3 clusters Score -852598.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -852701.250000 Penalty: 2870.685791
	Iteration 10Q: 3 clusters Score -852701.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -852765.375000 Penalty: 2870.685791
	Iteration 11Q: 3 clusters Score -852765.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -852805.000000 Penalty: 2870.685791
	Iteration 12Q: 3 clusters Score -852805 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -852835.500000 Penalty: 2870.685791
	Iteration 13Q: 3 clusters Score -852835.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -852854.625000 Penalty: 2870.685791
	Iteration 14Q: 3 clusters Score -852854.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -852875.125000 Penalty: 2870.685791
	Iteration 15Q: 3 clusters Score -852875.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -852887.187500 Penalty: 2870.685791
	Iteration 16Q: 3 clusters Score -852887.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -852897.312500 Penalty: 2870.685791
	Iteration 17Q: 3 clusters Score -852897.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -852910.562500 Penalty: 2870.685791
	Iteration 18Q: 3 clusters Score -852910.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -852919.937500 Penalty: 2870.685791
	Iteration 19Q: 3 clusters Score -852919.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -852927.812500 Penalty: 2870.685791
	Iteration 20F: 3 clusters Score -852927.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -852936.937500 Penalty: 2870.685791
	Iteration 21Q: 3 clusters Score -852936.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -852948.500000 Penalty: 2870.685791
	Iteration 22Q: 3 clusters Score -852948.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -852952.000000 Penalty: 2870.685791
	Iteration 23Q: 3 clusters Score -852952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -852957.625000 Penalty: 2870.685791
	Iteration 24Q: 3 clusters Score -852957.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -852963.250000 Penalty: 2870.685791
	Iteration 25Q: 3 clusters Score -852963.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -852966.437500 Penalty: 2870.685791
	Iteration 26Q: 3 clusters Score -852966.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -852969.875000 Penalty: 2870.685791
	Iteration 27Q: 3 clusters Score -852969.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -852973.562500 Penalty: 2870.685791
	Iteration 28Q: 3 clusters Score -852973.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -852978.000000 Penalty: 2870.685791
	Iteration 29Q: 3 clusters Score -852978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -852980.250000 Penalty: 2870.685791
	Iteration 30Q: 3 clusters Score -852980.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -852982.812500 Penalty: 2870.685791
	Iteration 31Q: 3 clusters Score -852982.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -852987.125000 Penalty: 2870.685791
	Iteration 32Q: 3 clusters Score -852987.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -852992.812500 Penalty: 2870.685791
	Iteration 33Q: 3 clusters Score -852992.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -852996.062500 Penalty: 2870.685791
	Iteration 34Q: 3 clusters Score -852996.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -853004.375000 Penalty: 2870.685791
	Iteration 35Q: 3 clusters Score -853004.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -853007.687500 Penalty: 2870.685791
	Iteration 36Q: 3 clusters Score -853007.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -853012.000000 Penalty: 2870.685791
	Iteration 37Q: 3 clusters Score -853012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -853013.687500 Penalty: 2870.685791
	Iteration 38Q: 3 clusters Score -853013.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -853016.500000 Penalty: 2870.685791
	Iteration 39Q: 3 clusters Score -853016.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -853017.375000 Penalty: 2870.685791
	Iteration 40F: 3 clusters Score -853017.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -853019.875000 Penalty: 2870.685791
	Iteration 41Q: 3 clusters Score -853019.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -853021.937500 Penalty: 2870.685791
	Iteration 42Q: 3 clusters Score -853021.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -853023.000000 Penalty: 2870.685791
	Iteration 43Q: 3 clusters Score -853023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -853025.937500 Penalty: 2870.685791
	Iteration 44Q: 3 clusters Score -853025.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -853030.500000 Penalty: 2870.685791
	Iteration 45Q: 3 clusters Score -853030.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -853033.312500 Penalty: 2870.685791
	Iteration 46Q: 3 clusters Score -853033.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -853032.937500 Penalty: 2870.685791
	Iteration 47Q: 3 clusters Score -853032.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -853035.562500 Penalty: 2870.685791
	Iteration 48Q: 3 clusters Score -853035.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -853036.375000 Penalty: 2870.685791
	Iteration 49Q: 3 clusters Score -853036.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -853037.875000 Penalty: 2870.685791
	Iteration 50Q: 3 clusters Score -853037.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -853038.437500 Penalty: 2870.685791
	Iteration 51Q: 3 clusters Score -853038.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -853038.562500 Penalty: 2870.685791
	Iteration 52Q: 3 clusters Score -853038.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -853037.812500 Penalty: 2870.685791
	Iteration 53Q: 3 clusters Score -853037.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -853039.125000 Penalty: 2870.685791
	Iteration 54Q: 3 clusters Score -853039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -853038.625000 Penalty: 2870.685791
	Iteration 55Q: 3 clusters Score -853038.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -853038.625000 Penalty: 2870.685791
	Iteration 56F: 3 clusters Score -853038.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Entering Unmasked Estep 
Score: -6653652.000000 Penalty: 1768.898438
	Iteration 0F: 2 clusters Score -6653652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -6617908.000000 Penalty: 3537.796875
	Iteration 0F: 3 clusters Score -6617908 nChanged 25161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -6631685.500000 Penalty: 3537.796875
	Iteration 1F: 3 clusters Score -6631686 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -6632027.500000 Penalty: 3537.796875
	Iteration 2Q: 3 clusters Score -6632028 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -6632335.000000 Penalty: 3537.796875
	Iteration 3Q: 3 clusters Score -6632335 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -6632576.500000 Penalty: 3537.796875
	Iteration 4Q: 3 clusters Score -6632576 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -6632847.000000 Penalty: 3537.796875
	Iteration 5Q: 3 clusters Score -6632847 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -6633105.000000 Penalty: 3537.796875
	Iteration 6Q: 3 clusters Score -6633105 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -6633422.000000 Penalty: 3537.796875
	Iteration 7Q: 3 clusters Score -6633422 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -6633748.000000 Penalty: 3537.796875
	Iteration 8Q: 3 clusters Score -6633748 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -6634213.500000 Penalty: 3537.796875
	Iteration 9Q: 3 clusters Score -6634214 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -6634846.500000 Penalty: 3537.796875
	Iteration 10Q: 3 clusters Score -6634846 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -6635833.500000 Penalty: 3537.796875
	Iteration 11Q: 3 clusters Score -6635834 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -6637378.500000 Penalty: 3537.796875
	Iteration 12Q: 3 clusters Score -6637378 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -6639604.500000 Penalty: 3537.796875
	Iteration 13F: 3 clusters Score -6639604 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -6642049.500000 Penalty: 3537.796875
	Iteration 14F: 3 clusters Score -6642050 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -6644033.500000 Penalty: 3537.796875
	Iteration 15Q: 3 clusters Score -6644034 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -6645366.500000 Penalty: 3537.796875
	Iteration 16Q: 3 clusters Score -6645366 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -6646241.000000 Penalty: 3537.796875
	Iteration 17Q: 3 clusters Score -6646241 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -6646983.000000 Penalty: 3537.796875
	Iteration 18Q: 3 clusters Score -6646983 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -6647602.000000 Penalty: 3537.796875
	Iteration 19Q: 3 clusters Score -6647602 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -6648175.000000 Penalty: 3537.796875
	Iteration 20F: 3 clusters Score -6648175 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -6648732.000000 Penalty: 3537.796875
	Iteration 21Q: 3 clusters Score -6648732 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -6649304.500000 Penalty: 3537.796875
	Iteration 22Q: 3 clusters Score -6649304 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -6649854.000000 Penalty: 3537.796875
	Iteration 23Q: 3 clusters Score -6649854 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -6650342.500000 Penalty: 3537.796875
	Iteration 24Q: 3 clusters Score -6650342 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6650773.500000 Penalty: 3537.796875
	Iteration 25Q: 3 clusters Score -6650774 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6651139.500000 Penalty: 3537.796875
	Iteration 26Q: 3 clusters Score -6651140 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6651387.000000 Penalty: 3537.796875
	Iteration 27Q: 3 clusters Score -6651387 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6651570.000000 Penalty: 3537.796875
	Iteration 28Q: 3 clusters Score -6651570 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6651689.000000 Penalty: 3537.796875
	Iteration 29Q: 3 clusters Score -6651689 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6651753.000000 Penalty: 3537.796875
	Iteration 30Q: 3 clusters Score -6651753 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6651807.500000 Penalty: 3537.796875
	Iteration 31Q: 3 clusters Score -6651808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6651871.500000 Penalty: 3537.796875
	Iteration 32Q: 3 clusters Score -6651872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6651930.500000 Penalty: 3537.796875
	Iteration 33Q: 3 clusters Score -6651930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6651978.500000 Penalty: 3537.796875
	Iteration 34Q: 3 clusters Score -6651978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6651984.000000 Penalty: 3537.796875
	Iteration 35Q: 3 clusters Score -6651984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6651994.000000 Penalty: 3537.796875
	Iteration 36Q: 3 clusters Score -6651994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6652010.500000 Penalty: 3537.796875
	Iteration 37Q: 3 clusters Score -6652010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6652031.000000 Penalty: 3537.796875
	Iteration 38Q: 3 clusters Score -6652031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6652041.000000 Penalty: 3537.796875
	Iteration 39Q: 3 clusters Score -6652041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6652047.000000 Penalty: 3537.796875
	Iteration 40F: 3 clusters Score -6652047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6652057.500000 Penalty: 3537.796875
	Iteration 41Q: 3 clusters Score -6652058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6652067.500000 Penalty: 3537.796875
	Iteration 42Q: 3 clusters Score -6652068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6652071.000000 Penalty: 3537.796875
	Iteration 43Q: 3 clusters Score -6652071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6652077.500000 Penalty: 3537.796875
	Iteration 44Q: 3 clusters Score -6652078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6652088.000000 Penalty: 3537.796875
	Iteration 45Q: 3 clusters Score -6652088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6652097.500000 Penalty: 3537.796875
	Iteration 46Q: 3 clusters Score -6652098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6652099.000000 Penalty: 3537.796875
	Iteration 47Q: 3 clusters Score -6652099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6652107.000000 Penalty: 3537.796875
	Iteration 48Q: 3 clusters Score -6652107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6652107.000000 Penalty: 3537.796875
	Iteration 49Q: 3 clusters Score -6652107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6652107.000000 Penalty: 3537.796875
	Iteration 50Q: 3 clusters Score -6652107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6652112.500000 Penalty: 3537.796875
	Iteration 51Q: 3 clusters Score -6652112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6652116.000000 Penalty: 3537.796875
	Iteration 52Q: 3 clusters Score -6652116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6652115.000000 Penalty: 3537.796875
	Iteration 53Q: 3 clusters Score -6652115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6652116.000000 Penalty: 3537.796875
	Iteration 54Q: 3 clusters Score -6652116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6652119.500000 Penalty: 3537.796875
	Iteration 55Q: 3 clusters Score -6652120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6652121.500000 Penalty: 3537.796875
	Iteration 56Q: 3 clusters Score -6652122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6652124.000000 Penalty: 3537.796875
	Iteration 57Q: 3 clusters Score -6652124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53072 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6652129.500000 Penalty: 3537.796875
	Iteration 58Q: 3 clusters Score -6652130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6652127.500000 Penalty: 3537.796875
	Iteration 59Q: 3 clusters Score -6652128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6652127.500000 Penalty: 3537.796875
	Iteration 60F: 3 clusters Score -6652128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Entering Unmasked Estep 
Score: -443927.531250 Penalty: 1325.479614
	Iteration 0F: 2 clusters Score -443927.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -440929.812500 Penalty: 2650.959229
	Iteration 0F: 3 clusters Score -440929.8 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -441623.687500 Penalty: 2650.959229
	Iteration 1F: 3 clusters Score -441623.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -441756.531250 Penalty: 2650.959229
	Iteration 2F: 3 clusters Score -441756.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -441846.125000 Penalty: 2650.959229
	Iteration 3F: 3 clusters Score -441846.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -441901.843750 Penalty: 2650.959229
	Iteration 4Q: 3 clusters Score -441901.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -441943.625000 Penalty: 2650.959229
	Iteration 5Q: 3 clusters Score -441943.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -441975.281250 Penalty: 2650.959229
	Iteration 6Q: 3 clusters Score -441975.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -441998.718750 Penalty: 2650.959229
	Iteration 7Q: 3 clusters Score -441998.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -442015.531250 Penalty: 2650.959229
	Iteration 8Q: 3 clusters Score -442015.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -442040.593750 Penalty: 2650.959229
	Iteration 9Q: 3 clusters Score -442040.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -442065.500000 Penalty: 2650.959229
	Iteration 10Q: 3 clusters Score -442065.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -442093.125000 Penalty: 2650.959229
	Iteration 11Q: 3 clusters Score -442093.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -442138.125000 Penalty: 2650.959229
	Iteration 12Q: 3 clusters Score -442138.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -442175.093750 Penalty: 2650.959229
	Iteration 13Q: 3 clusters Score -442175.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -442206.562500 Penalty: 2650.959229
	Iteration 14Q: 3 clusters Score -442206.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -442246.906250 Penalty: 2650.959229
	Iteration 15Q: 3 clusters Score -442246.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -442297.343750 Penalty: 2650.959229
	Iteration 16Q: 3 clusters Score -442297.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -442337.937500 Penalty: 2650.959229
	Iteration 17Q: 3 clusters Score -442337.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -442384.187500 Penalty: 2650.959229
	Iteration 18Q: 3 clusters Score -442384.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -442435.875000 Penalty: 2650.959229
	Iteration 19Q: 3 clusters Score -442435.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -442472.250000 Penalty: 2650.959229
	Iteration 20F: 3 clusters Score -442472.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -442525.750000 Penalty: 2650.959229
	Iteration 21Q: 3 clusters Score -442525.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -442564.343750 Penalty: 2650.959229
	Iteration 22Q: 3 clusters Score -442564.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -442596.437500 Penalty: 2650.959229
	Iteration 23Q: 3 clusters Score -442596.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -442621.625000 Penalty: 2650.959229
	Iteration 24Q: 3 clusters Score -442621.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -442648.500000 Penalty: 2650.959229
	Iteration 25Q: 3 clusters Score -442648.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -442676.187500 Penalty: 2650.959229
	Iteration 26Q: 3 clusters Score -442676.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -442698.437500 Penalty: 2650.959229
	Iteration 27Q: 3 clusters Score -442698.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -442715.593750 Penalty: 2650.959229
	Iteration 28Q: 3 clusters Score -442715.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -442726.625000 Penalty: 2650.959229
	Iteration 29Q: 3 clusters Score -442726.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -442733.968750 Penalty: 2650.959229
	Iteration 30Q: 3 clusters Score -442734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -442742.218750 Penalty: 2650.959229
	Iteration 31Q: 3 clusters Score -442742.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -442752.156250 Penalty: 2650.959229
	Iteration 32Q: 3 clusters Score -442752.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -442758.343750 Penalty: 2650.959229
	Iteration 33Q: 3 clusters Score -442758.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -442761.593750 Penalty: 2650.959229
	Iteration 34Q: 3 clusters Score -442761.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -442766.062500 Penalty: 2650.959229
	Iteration 35Q: 3 clusters Score -442766.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -442771.968750 Penalty: 2650.959229
	Iteration 36Q: 3 clusters Score -442772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -442779.062500 Penalty: 2650.959229
	Iteration 37Q: 3 clusters Score -442779.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -442781.250000 Penalty: 2650.959229
	Iteration 38Q: 3 clusters Score -442781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -442782.437500 Penalty: 2650.959229
	Iteration 39Q: 3 clusters Score -442782.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -442784.468750 Penalty: 2650.959229
	Iteration 40F: 3 clusters Score -442784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -442785.656250 Penalty: 2650.959229
	Iteration 41Q: 3 clusters Score -442785.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -442787.593750 Penalty: 2650.959229
	Iteration 42Q: 3 clusters Score -442787.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -442788.562500 Penalty: 2650.959229
	Iteration 43Q: 3 clusters Score -442788.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -442788.562500 Penalty: 2650.959229
	Iteration 44F: 3 clusters Score -442788.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (68198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Entering Unmasked Estep 
Score: -8446271.000000 Penalty: 1808.652710
	Iteration 0F: 2 clusters Score -8446271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -8401295.000000 Penalty: 3617.305420
	Iteration 0F: 3 clusters Score -8401295 nChanged 32295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -8420240.000000 Penalty: 3617.305420
	Iteration 1F: 3 clusters Score -8420240 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -8421441.000000 Penalty: 3617.305420
	Iteration 2Q: 3 clusters Score -8421441 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -8423348.000000 Penalty: 3617.305420
	Iteration 3F: 3 clusters Score -8423348 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -8426445.000000 Penalty: 3617.305420
	Iteration 4F: 3 clusters Score -8426445 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -8430477.000000 Penalty: 3617.305420
	Iteration 5F: 3 clusters Score -8430477 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -8434841.000000 Penalty: 3617.305420
	Iteration 6F: 3 clusters Score -8434841 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -8438360.000000 Penalty: 3617.305420
	Iteration 7F: 3 clusters Score -8438360 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -8440815.000000 Penalty: 3617.305420
	Iteration 8Q: 3 clusters Score -8440815 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -8442204.000000 Penalty: 3617.305420
	Iteration 9Q: 3 clusters Score -8442204 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64797 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -8443005.000000 Penalty: 3617.305420
	Iteration 10Q: 3 clusters Score -8443005 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -8443520.000000 Penalty: 3617.305420
	Iteration 11Q: 3 clusters Score -8443520 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8443849.000000 Penalty: 3617.305420
	Iteration 12Q: 3 clusters Score -8443849 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66517 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -8444069.000000 Penalty: 3617.305420
	Iteration 13Q: 3 clusters Score -8444069 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8444221.000000 Penalty: 3617.305420
	Iteration 14Q: 3 clusters Score -8444221 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8444365.000000 Penalty: 3617.305420
	Iteration 15Q: 3 clusters Score -8444365 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8444459.000000 Penalty: 3617.305420
	Iteration 16Q: 3 clusters Score -8444459 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8444507.000000 Penalty: 3617.305420
	Iteration 17Q: 3 clusters Score -8444507 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8444567.000000 Penalty: 3617.305420
	Iteration 18Q: 3 clusters Score -8444567 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67418 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8444622.000000 Penalty: 3617.305420
	Iteration 19Q: 3 clusters Score -8444622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67458 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8444650.000000 Penalty: 3617.305420
	Iteration 20F: 3 clusters Score -8444650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67491 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8444662.000000 Penalty: 3617.305420
	Iteration 21Q: 3 clusters Score -8444662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67519 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8444665.000000 Penalty: 3617.305420
	Iteration 22Q: 3 clusters Score -8444665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8444687.000000 Penalty: 3617.305420
	Iteration 23Q: 3 clusters Score -8444687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67561 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8444696.000000 Penalty: 3617.305420
	Iteration 24Q: 3 clusters Score -8444696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67579 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8444707.000000 Penalty: 3617.305420
	Iteration 25Q: 3 clusters Score -8444707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67599 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8444718.000000 Penalty: 3617.305420
	Iteration 26Q: 3 clusters Score -8444718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8444736.000000 Penalty: 3617.305420
	Iteration 27Q: 3 clusters Score -8444736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8444738.000000 Penalty: 3617.305420
	Iteration 28Q: 3 clusters Score -8444738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67636 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8444742.000000 Penalty: 3617.305420
	Iteration 29Q: 3 clusters Score -8444742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67636 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8444750.000000 Penalty: 3617.305420
	Iteration 30Q: 3 clusters Score -8444750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67641 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8444750.000000 Penalty: 3617.305420
	Iteration 31Q: 3 clusters Score -8444750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8444755.000000 Penalty: 3617.305420
	Iteration 32Q: 3 clusters Score -8444755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67648 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8444750.000000 Penalty: 3617.305420
	Iteration 33Q: 3 clusters Score -8444750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8444750.000000 Penalty: 3617.305420
	Iteration 34Q: 3 clusters Score -8444750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8444753.000000 Penalty: 3617.305420
	Iteration 35Q: 3 clusters Score -8444753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8444758.000000 Penalty: 3617.305420
	Iteration 36Q: 3 clusters Score -8444758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8444755.000000 Penalty: 3617.305420
	Iteration 37Q: 3 clusters Score -8444755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67659 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8444762.000000 Penalty: 3617.305420
	Iteration 38Q: 3 clusters Score -8444762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67666 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8444757.000000 Penalty: 3617.305420
	Iteration 39Q: 3 clusters Score -8444757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8444763.000000 Penalty: 3617.305420
	Iteration 40F: 3 clusters Score -8444763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8444767.000000 Penalty: 3617.305420
	Iteration 41Q: 3 clusters Score -8444767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8444771.000000 Penalty: 3617.305420
	Iteration 42Q: 3 clusters Score -8444771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8444767.000000 Penalty: 3617.305420
	Iteration 43Q: 3 clusters Score -8444767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8444764.000000 Penalty: 3617.305420
	Iteration 44Q: 3 clusters Score -8444764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8444764.000000 Penalty: 3617.305420
	Iteration 45Q: 3 clusters Score -8444764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67676 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8444765.000000 Penalty: 3617.305420
	Iteration 46Q: 3 clusters Score -8444765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8444767.000000 Penalty: 3617.305420
	Iteration 47Q: 3 clusters Score -8444767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8444767.000000 Penalty: 3617.305420
	Iteration 48F: 3 clusters Score -8444767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Entering Unmasked Estep 
Score: -809641.812500 Penalty: 1437.392090
	Iteration 0F: 2 clusters Score -809641.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -804522.812500 Penalty: 2874.784180
	Iteration 0F: 3 clusters Score -804522.8 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -806050.062500 Penalty: 2874.784180
	Iteration 1F: 3 clusters Score -806050.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -806431.937500 Penalty: 2874.784180
	Iteration 2F: 3 clusters Score -806431.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -806947.937500 Penalty: 2874.784180
	Iteration 3F: 3 clusters Score -806947.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -807520.875000 Penalty: 2874.784180
	Iteration 4F: 3 clusters Score -807520.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -808124.750000 Penalty: 2874.784180
	Iteration 5F: 3 clusters Score -808124.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -808627.500000 Penalty: 2874.784180
	Iteration 6F: 3 clusters Score -808627.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -808896.937500 Penalty: 2874.784180
	Iteration 7F: 3 clusters Score -808896.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -809022.875000 Penalty: 2874.784180
	Iteration 8Q: 3 clusters Score -809022.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -809087.562500 Penalty: 2874.784180
	Iteration 9Q: 3 clusters Score -809087.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -809125.375000 Penalty: 2874.784180
	Iteration 10Q: 3 clusters Score -809125.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -809148.500000 Penalty: 2874.784180
	Iteration 11Q: 3 clusters Score -809148.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -809163.687500 Penalty: 2874.784180
	Iteration 12Q: 3 clusters Score -809163.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -809183.562500 Penalty: 2874.784180
	Iteration 13Q: 3 clusters Score -809183.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -809200.187500 Penalty: 2874.784180
	Iteration 14Q: 3 clusters Score -809200.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -809218.375000 Penalty: 2874.784180
	Iteration 15Q: 3 clusters Score -809218.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -809247.312500 Penalty: 2874.784180
	Iteration 16Q: 3 clusters Score -809247.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -809278.437500 Penalty: 2874.784180
	Iteration 17Q: 3 clusters Score -809278.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -809314.250000 Penalty: 2874.784180
	Iteration 18Q: 3 clusters Score -809314.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -809361.250000 Penalty: 2874.784180
	Iteration 19Q: 3 clusters Score -809361.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -809420.000000 Penalty: 2874.784180
	Iteration 20F: 3 clusters Score -809420 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -809496.625000 Penalty: 2874.784180
	Iteration 21Q: 3 clusters Score -809496.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -809565.312500 Penalty: 2874.784180
	Iteration 22Q: 3 clusters Score -809565.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -809613.562500 Penalty: 2874.784180
	Iteration 23Q: 3 clusters Score -809613.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -809646.750000 Penalty: 2874.784180
	Iteration 24Q: 3 clusters Score -809646.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -809686.375000 Penalty: 2874.784180
	Iteration 25Q: 3 clusters Score -809686.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -809720.187500 Penalty: 2874.784180
	Iteration 26Q: 3 clusters Score -809720.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -809742.812500 Penalty: 2874.784180
	Iteration 27Q: 3 clusters Score -809742.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -809762.437500 Penalty: 2874.784180
	Iteration 28Q: 3 clusters Score -809762.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -809772.937500 Penalty: 2874.784180
	Iteration 29Q: 3 clusters Score -809772.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -809781.750000 Penalty: 2874.784180
	Iteration 30Q: 3 clusters Score -809781.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -809786.500000 Penalty: 2874.784180
	Iteration 31Q: 3 clusters Score -809786.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -809787.500000 Penalty: 2874.784180
	Iteration 32Q: 3 clusters Score -809787.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -809792.750000 Penalty: 2874.784180
	Iteration 33Q: 3 clusters Score -809792.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -809795.312500 Penalty: 2874.784180
	Iteration 34Q: 3 clusters Score -809795.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -809796.812500 Penalty: 2874.784180
	Iteration 35Q: 3 clusters Score -809796.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -809797.625000 Penalty: 2874.784180
	Iteration 36Q: 3 clusters Score -809797.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -809797.812500 Penalty: 2874.784180
	Iteration 37Q: 3 clusters Score -809797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -809799.750000 Penalty: 2874.784180
	Iteration 38Q: 3 clusters Score -809799.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -809799.750000 Penalty: 2874.784180
	Iteration 39F: 3 clusters Score -809799.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 6524 members 
Mstep: Class 4 contains 86514 members 
Mstep: Class 5 contains 95825 members 
Mstep: Class 6 contains 42005 members 
Mstep: Class 7 contains 897 members 
Mstep: Class 8 contains 1722 members 
Mstep: Class 9 contains 24998 members 
Mstep: Class 10 contains 5965 members 
Mstep: Class 11 contains 90042 members 
Mstep: Class 12 contains 6856 members 
Mstep: Class 13 contains 53398 members 
Mstep: Class 14 contains 3487 members 
Mstep: Class 15 contains 68198 members 
Mstep: Class 18 contains 419 members 
Mstep: Class 19 contains 73341 members 
Mstep: Class 20 contains 2189 members 
Mstep: Class 21 contains 6823 members 
Entering Unmasked Estep 
Score: -75530640.000000 Penalty: 39018.101562
Splitting cluster 18 changes total score from -75530928.000000 to -75530640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (73341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73341 members 
Entering Unmasked Estep 
Score: -9131785.000000 Penalty: 1820.467163
	Iteration 0F: 2 clusters Score -9131785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -9084323.000000 Penalty: 3640.934326
	Iteration 0F: 3 clusters Score -9084323 nChanged 34762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -9105249.000000 Penalty: 3640.934326
	Iteration 1F: 3 clusters Score -9105249 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -9106400.000000 Penalty: 3640.934326
	Iteration 2Q: 3 clusters Score -9106400 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -9108013.000000 Penalty: 3640.934326
	Iteration 3Q: 3 clusters Score -9108013 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -9109990.000000 Penalty: 3640.934326
	Iteration 4F: 3 clusters Score -9109990 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -9112621.000000 Penalty: 3640.934326
	Iteration 5F: 3 clusters Score -9112621 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -9115926.000000 Penalty: 3640.934326
	Iteration 6F: 3 clusters Score -9115926 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -9119436.000000 Penalty: 3640.934326
	Iteration 7F: 3 clusters Score -9119436 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -9122069.000000 Penalty: 3640.934326
	Iteration 8F: 3 clusters Score -9122069 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -9123428.000000 Penalty: 3640.934326
	Iteration 9Q: 3 clusters Score -9123428 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -9124183.000000 Penalty: 3640.934326
	Iteration 10Q: 3 clusters Score -9124183 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -9124650.000000 Penalty: 3640.934326
	Iteration 11Q: 3 clusters Score -9124650 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -9125093.000000 Penalty: 3640.934326
	Iteration 12Q: 3 clusters Score -9125093 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -9125428.000000 Penalty: 3640.934326
	Iteration 13Q: 3 clusters Score -9125428 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -9125736.000000 Penalty: 3640.934326
	Iteration 14Q: 3 clusters Score -9125736 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -9126072.000000 Penalty: 3640.934326
	Iteration 15Q: 3 clusters Score -9126072 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -9126342.000000 Penalty: 3640.934326
	Iteration 16Q: 3 clusters Score -9126342 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -9126667.000000 Penalty: 3640.934326
	Iteration 17Q: 3 clusters Score -9126667 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -9127023.000000 Penalty: 3640.934326
	Iteration 18Q: 3 clusters Score -9127023 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -9127322.000000 Penalty: 3640.934326
	Iteration 19Q: 3 clusters Score -9127322 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -9127691.000000 Penalty: 3640.934326
	Iteration 20F: 3 clusters Score -9127691 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -9128010.000000 Penalty: 3640.934326
	Iteration 21Q: 3 clusters Score -9128010 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 62484 members 
Entering Unmasked Estep 
Score: -9128230.000000 Penalty: 3640.934326
	Iteration 22Q: 3 clusters Score -9128230 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 63290 members 
Entering Unmasked Estep 
Score: -9128502.000000 Penalty: 3640.934326
	Iteration 23Q: 3 clusters Score -9128502 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 64089 members 
Entering Unmasked Estep 
Score: -9128767.000000 Penalty: 3640.934326
	Iteration 24Q: 3 clusters Score -9128767 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -9129025.000000 Penalty: 3640.934326
	Iteration 25Q: 3 clusters Score -9129025 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -9129230.000000 Penalty: 3640.934326
	Iteration 26Q: 3 clusters Score -9129230 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 66273 members 
Entering Unmasked Estep 
Score: -9129416.000000 Penalty: 3640.934326
	Iteration 27Q: 3 clusters Score -9129416 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 66892 members 
Entering Unmasked Estep 
Score: -9129601.000000 Penalty: 3640.934326
	Iteration 28Q: 3 clusters Score -9129601 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -9129784.000000 Penalty: 3640.934326
	Iteration 29Q: 3 clusters Score -9129784 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 67988 members 
Entering Unmasked Estep 
Score: -9129971.000000 Penalty: 3640.934326
	Iteration 30Q: 3 clusters Score -9129971 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 68477 members 
Entering Unmasked Estep 
Score: -9130125.000000 Penalty: 3640.934326
	Iteration 31Q: 3 clusters Score -9130125 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -9130216.000000 Penalty: 3640.934326
	Iteration 32Q: 3 clusters Score -9130216 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -9130334.000000 Penalty: 3640.934326
	Iteration 33Q: 3 clusters Score -9130334 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 69747 members 
Entering Unmasked Estep 
Score: -9130399.000000 Penalty: 3640.934326
	Iteration 34Q: 3 clusters Score -9130399 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 70131 members 
Entering Unmasked Estep 
Score: -9130502.000000 Penalty: 3640.934326
	Iteration 35Q: 3 clusters Score -9130502 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 70498 members 
Entering Unmasked Estep 
Score: -9130567.000000 Penalty: 3640.934326
	Iteration 36Q: 3 clusters Score -9130567 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 70823 members 
Entering Unmasked Estep 
Score: -9130583.000000 Penalty: 3640.934326
	Iteration 37Q: 3 clusters Score -9130583 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 71111 members 
Entering Unmasked Estep 
Score: -9130613.000000 Penalty: 3640.934326
	Iteration 38Q: 3 clusters Score -9130613 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -9130648.000000 Penalty: 3640.934326
	Iteration 39Q: 3 clusters Score -9130648 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 71546 members 
Entering Unmasked Estep 
Score: -9130650.000000 Penalty: 3640.934326
	Iteration 40F: 3 clusters Score -9130650 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -9130666.000000 Penalty: 3640.934326
	Iteration 41Q: 3 clusters Score -9130666 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -9130650.000000 Penalty: 3640.934326
	Iteration 42Q: 3 clusters Score -9130650 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 71885 members 
Entering Unmasked Estep 
Score: -9130645.000000 Penalty: 3640.934326
	Iteration 43Q: 3 clusters Score -9130645 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 71970 members 
Entering Unmasked Estep 
Score: -9130643.000000 Penalty: 3640.934326
	Iteration 44Q: 3 clusters Score -9130643 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -9130642.000000 Penalty: 3640.934326
	Iteration 45Q: 3 clusters Score -9130642 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 72102 members 
Entering Unmasked Estep 
Score: -9130664.000000 Penalty: 3640.934326
	Iteration 46Q: 3 clusters Score -9130664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -9130666.000000 Penalty: 3640.934326
	Iteration 47Q: 3 clusters Score -9130666 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -9130670.000000 Penalty: 3640.934326
	Iteration 48Q: 3 clusters Score -9130670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 72264 members 
Entering Unmasked Estep 
Score: -9130682.000000 Penalty: 3640.934326
	Iteration 49Q: 3 clusters Score -9130682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -9130687.000000 Penalty: 3640.934326
	Iteration 50Q: 3 clusters Score -9130687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -9130664.000000 Penalty: 3640.934326
	Iteration 51Q: 3 clusters Score -9130664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 72353 members 
Entering Unmasked Estep 
Score: -9130669.000000 Penalty: 3640.934326
	Iteration 52Q: 3 clusters Score -9130669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 72365 members 
Entering Unmasked Estep 
Score: -9130670.000000 Penalty: 3640.934326
	Iteration 53Q: 3 clusters Score -9130670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 72371 members 
Entering Unmasked Estep 
Score: -9130670.000000 Penalty: 3640.934326
	Iteration 54Q: 3 clusters Score -9130670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 72376 members 
Entering Unmasked Estep 
Score: -9130668.000000 Penalty: 3640.934326
	Iteration 55Q: 3 clusters Score -9130668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 72384 members 
Entering Unmasked Estep 
Score: -9130667.000000 Penalty: 3640.934326
	Iteration 56Q: 3 clusters Score -9130667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -9130660.000000 Penalty: 3640.934326
	Iteration 57Q: 3 clusters Score -9130660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -9130665.000000 Penalty: 3640.934326
	Iteration 58Q: 3 clusters Score -9130665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 72394 members 
Entering Unmasked Estep 
Score: -9130656.000000 Penalty: 3640.934326
	Iteration 59Q: 3 clusters Score -9130656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -9130660.000000 Penalty: 3640.934326
	Iteration 60F: 3 clusters Score -9130660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
Score: -9130663.000000 Penalty: 3640.934326
	Iteration 61Q: 3 clusters Score -9130663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 72402 members 
Entering Unmasked Estep 
Score: -9130660.000000 Penalty: 3640.934326
	Iteration 62Q: 3 clusters Score -9130660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -9130655.000000 Penalty: 3640.934326
	Iteration 63Q: 3 clusters Score -9130655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 72410 members 
Entering Unmasked Estep 
Score: -9130647.000000 Penalty: 3640.934326
	Iteration 64Q: 3 clusters Score -9130647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 72416 members 
Entering Unmasked Estep 
Score: -9130657.000000 Penalty: 3640.934326
	Iteration 65Q: 3 clusters Score -9130657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 72426 members 
Entering Unmasked Estep 
Score: -9130653.000000 Penalty: 3640.934326
	Iteration 66Q: 3 clusters Score -9130653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -9130659.000000 Penalty: 3640.934326
	Iteration 67Q: 3 clusters Score -9130659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 72440 members 
Entering Unmasked Estep 
Score: -9130663.000000 Penalty: 3640.934326
	Iteration 68Q: 3 clusters Score -9130663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -9130668.000000 Penalty: 3640.934326
	Iteration 69Q: 3 clusters Score -9130668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -9130661.000000 Penalty: 3640.934326
	Iteration 70Q: 3 clusters Score -9130661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -9130664.000000 Penalty: 3640.934326
	Iteration 71Q: 3 clusters Score -9130664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -9130664.000000 Penalty: 3640.934326
	Iteration 72Q: 3 clusters Score -9130664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 72481 members 
Entering Unmasked Estep 
Score: -9130657.000000 Penalty: 3640.934326
	Iteration 73Q: 3 clusters Score -9130657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 72496 members 
Entering Unmasked Estep 
Score: -9130666.000000 Penalty: 3640.934326
	Iteration 74Q: 3 clusters Score -9130666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -9130651.000000 Penalty: 3640.934326
	Iteration 75Q: 3 clusters Score -9130651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 72511 members 
Entering Unmasked Estep 
Score: -9130660.000000 Penalty: 3640.934326
	Iteration 76Q: 3 clusters Score -9130660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 72514 members 
Entering Unmasked Estep 
Score: -9130657.000000 Penalty: 3640.934326
	Iteration 77Q: 3 clusters Score -9130657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 72515 members 
Entering Unmasked Estep 
Score: -9130653.000000 Penalty: 3640.934326
	Iteration 78Q: 3 clusters Score -9130653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -9130654.000000 Penalty: 3640.934326
	Iteration 79Q: 3 clusters Score -9130654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -9130651.000000 Penalty: 3640.934326
	Iteration 80F: 3 clusters Score -9130651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 72525 members 
Entering Unmasked Estep 
Score: -9130656.000000 Penalty: 3640.934326
	Iteration 81Q: 3 clusters Score -9130656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 72528 members 
Entering Unmasked Estep 
Score: -9130657.000000 Penalty: 3640.934326
	Iteration 82Q: 3 clusters Score -9130657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -9130660.000000 Penalty: 3640.934326
	Iteration 83Q: 3 clusters Score -9130660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 72531 members 
Entering Unmasked Estep 
Score: -9130661.000000 Penalty: 3640.934326
	Iteration 84Q: 3 clusters Score -9130661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 72531 members 
Entering Unmasked Estep 
Score: -9130661.000000 Penalty: 3640.934326
	Iteration 85F: 3 clusters Score -9130661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -276340.875000 Penalty: 1249.820068
	Iteration 0F: 2 clusters Score -276340.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -274111.375000 Penalty: 2499.640137
	Iteration 0F: 3 clusters Score -274111.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -274563.437500 Penalty: 2499.640137
	Iteration 1F: 3 clusters Score -274563.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -274651.625000 Penalty: 2499.640137
	Iteration 2F: 3 clusters Score -274651.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -274697.593750 Penalty: 2499.640137
	Iteration 3Q: 3 clusters Score -274697.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -274725.500000 Penalty: 2499.640137
	Iteration 4Q: 3 clusters Score -274725.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -274752.593750 Penalty: 2499.640137
	Iteration 5Q: 3 clusters Score -274752.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -274771.156250 Penalty: 2499.640137
	Iteration 6Q: 3 clusters Score -274771.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -274790.468750 Penalty: 2499.640137
	Iteration 7Q: 3 clusters Score -274790.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -274817.562500 Penalty: 2499.640137
	Iteration 8Q: 3 clusters Score -274817.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -274834.093750 Penalty: 2499.640137
	Iteration 9Q: 3 clusters Score -274834.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -274843.843750 Penalty: 2499.640137
	Iteration 10Q: 3 clusters Score -274843.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -274853.656250 Penalty: 2499.640137
	Iteration 11Q: 3 clusters Score -274853.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -274863.625000 Penalty: 2499.640137
	Iteration 12Q: 3 clusters Score -274863.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -274871.875000 Penalty: 2499.640137
	Iteration 13Q: 3 clusters Score -274871.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -274878.375000 Penalty: 2499.640137
	Iteration 14Q: 3 clusters Score -274878.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -274886.562500 Penalty: 2499.640137
	Iteration 15Q: 3 clusters Score -274886.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -274895.500000 Penalty: 2499.640137
	Iteration 16Q: 3 clusters Score -274895.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -274898.000000 Penalty: 2499.640137
	Iteration 17Q: 3 clusters Score -274898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -274902.437500 Penalty: 2499.640137
	Iteration 18Q: 3 clusters Score -274902.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -274905.500000 Penalty: 2499.640137
	Iteration 19Q: 3 clusters Score -274905.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -274911.750000 Penalty: 2499.640137
	Iteration 20F: 3 clusters Score -274911.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -274920.062500 Penalty: 2499.640137
	Iteration 21Q: 3 clusters Score -274920.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -274929.406250 Penalty: 2499.640137
	Iteration 22Q: 3 clusters Score -274929.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -274933.281250 Penalty: 2499.640137
	Iteration 23Q: 3 clusters Score -274933.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -274938.625000 Penalty: 2499.640137
	Iteration 24Q: 3 clusters Score -274938.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -274940.125000 Penalty: 2499.640137
	Iteration 25Q: 3 clusters Score -274940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -274941.437500 Penalty: 2499.640137
	Iteration 26Q: 3 clusters Score -274941.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -274946.406250 Penalty: 2499.640137
	Iteration 27Q: 3 clusters Score -274946.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -274951.500000 Penalty: 2499.640137
	Iteration 28Q: 3 clusters Score -274951.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -274959.500000 Penalty: 2499.640137
	Iteration 29Q: 3 clusters Score -274959.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -274964.406250 Penalty: 2499.640137
	Iteration 30Q: 3 clusters Score -274964.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -274966.687500 Penalty: 2499.640137
	Iteration 31Q: 3 clusters Score -274966.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -274968.750000 Penalty: 2499.640137
	Iteration 32Q: 3 clusters Score -274968.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -274971.906250 Penalty: 2499.640137
	Iteration 33Q: 3 clusters Score -274971.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -274975.250000 Penalty: 2499.640137
	Iteration 34Q: 3 clusters Score -274975.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -274979.593750 Penalty: 2499.640137
	Iteration 35Q: 3 clusters Score -274979.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -274987.625000 Penalty: 2499.640137
	Iteration 36Q: 3 clusters Score -274987.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -274994.187500 Penalty: 2499.640137
	Iteration 37Q: 3 clusters Score -274994.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -274999.437500 Penalty: 2499.640137
	Iteration 38Q: 3 clusters Score -274999.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -275004.437500 Penalty: 2499.640137
	Iteration 39Q: 3 clusters Score -275004.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -275011.125000 Penalty: 2499.640137
	Iteration 40F: 3 clusters Score -275011.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -275015.750000 Penalty: 2499.640137
	Iteration 41Q: 3 clusters Score -275015.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -275019.187500 Penalty: 2499.640137
	Iteration 42Q: 3 clusters Score -275019.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -275019.531250 Penalty: 2499.640137
	Iteration 43Q: 3 clusters Score -275019.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -275019.750000 Penalty: 2499.640137
	Iteration 44Q: 3 clusters Score -275019.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -275020.500000 Penalty: 2499.640137
	Iteration 45Q: 3 clusters Score -275020.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -275020.687500 Penalty: 2499.640137
	Iteration 46Q: 3 clusters Score -275020.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -275020.687500 Penalty: 2499.640137
	Iteration 47F: 3 clusters Score -275020.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Entering Unmasked Estep 
Score: -878331.812500 Penalty: 1434.558838
	Iteration 0F: 2 clusters Score -878331.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -873217.125000 Penalty: 2869.117676
	Iteration 0F: 3 clusters Score -873217.1 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -874693.750000 Penalty: 2869.117676
	Iteration 1F: 3 clusters Score -874693.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -874967.125000 Penalty: 2869.117676
	Iteration 2F: 3 clusters Score -874967.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -875161.500000 Penalty: 2869.117676
	Iteration 3F: 3 clusters Score -875161.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -875315.687500 Penalty: 2869.117676
	Iteration 4Q: 3 clusters Score -875315.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -875452.000000 Penalty: 2869.117676
	Iteration 5Q: 3 clusters Score -875452 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -875564.062500 Penalty: 2869.117676
	Iteration 6Q: 3 clusters Score -875564.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -875669.187500 Penalty: 2869.117676
	Iteration 7Q: 3 clusters Score -875669.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -875769.125000 Penalty: 2869.117676
	Iteration 8Q: 3 clusters Score -875769.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -875874.000000 Penalty: 2869.117676
	Iteration 9Q: 3 clusters Score -875874 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -875987.062500 Penalty: 2869.117676
	Iteration 10Q: 3 clusters Score -875987.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -876106.250000 Penalty: 2869.117676
	Iteration 11Q: 3 clusters Score -876106.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -876233.187500 Penalty: 2869.117676
	Iteration 12Q: 3 clusters Score -876233.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -876378.437500 Penalty: 2869.117676
	Iteration 13Q: 3 clusters Score -876378.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -876518.187500 Penalty: 2869.117676
	Iteration 14Q: 3 clusters Score -876518.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -876630.812500 Penalty: 2869.117676
	Iteration 15Q: 3 clusters Score -876630.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -876728.812500 Penalty: 2869.117676
	Iteration 16Q: 3 clusters Score -876728.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -876806.062500 Penalty: 2869.117676
	Iteration 17Q: 3 clusters Score -876806.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -876875.250000 Penalty: 2869.117676
	Iteration 18Q: 3 clusters Score -876875.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -876925.187500 Penalty: 2869.117676
	Iteration 19Q: 3 clusters Score -876925.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -876960.812500 Penalty: 2869.117676
	Iteration 20F: 3 clusters Score -876960.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -876984.812500 Penalty: 2869.117676
	Iteration 21Q: 3 clusters Score -876984.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -877006.312500 Penalty: 2869.117676
	Iteration 22Q: 3 clusters Score -877006.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -877028.687500 Penalty: 2869.117676
	Iteration 23Q: 3 clusters Score -877028.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -877041.500000 Penalty: 2869.117676
	Iteration 24Q: 3 clusters Score -877041.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -877048.750000 Penalty: 2869.117676
	Iteration 25Q: 3 clusters Score -877048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -877056.687500 Penalty: 2869.117676
	Iteration 26Q: 3 clusters Score -877056.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -877064.000000 Penalty: 2869.117676
	Iteration 27Q: 3 clusters Score -877064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -877069.562500 Penalty: 2869.117676
	Iteration 28Q: 3 clusters Score -877069.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -877075.500000 Penalty: 2869.117676
	Iteration 29Q: 3 clusters Score -877075.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -877079.000000 Penalty: 2869.117676
	Iteration 30Q: 3 clusters Score -877079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -877082.562500 Penalty: 2869.117676
	Iteration 31Q: 3 clusters Score -877082.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -877087.687500 Penalty: 2869.117676
	Iteration 32Q: 3 clusters Score -877087.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -877091.562500 Penalty: 2869.117676
	Iteration 33Q: 3 clusters Score -877091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -877092.562500 Penalty: 2869.117676
	Iteration 34Q: 3 clusters Score -877092.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -877096.687500 Penalty: 2869.117676
	Iteration 35Q: 3 clusters Score -877096.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -877101.750000 Penalty: 2869.117676
	Iteration 36Q: 3 clusters Score -877101.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -877101.750000 Penalty: 2869.117676
	Iteration 37F: 3 clusters Score -877101.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 4 contains 86514 members 
Mstep: Class 5 contains 95825 members 
Mstep: Class 6 contains 42005 members 
Mstep: Class 7 contains 897 members 
Mstep: Class 8 contains 1722 members 
Mstep: Class 9 contains 24998 members 
Mstep: Class 10 contains 5965 members 
Mstep: Class 11 contains 90042 members 
Mstep: Class 12 contains 6856 members 
Mstep: Class 13 contains 53398 members 
Mstep: Class 14 contains 3487 members 
Mstep: Class 15 contains 68198 members 
Mstep: Class 18 contains 6943 members 
Mstep: Class 19 contains 73341 members 
Mstep: Class 20 contains 2189 members 
Mstep: Class 21 contains 6823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75531928.000000 Penalty: 36850.429688
Iteration 39Q: 18 clusters Score -7.553193e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 4 contains 85859 members 
Mstep: Class 5 contains 95809 members 
Mstep: Class 6 contains 42330 members 
Mstep: Class 7 contains 897 members 
Mstep: Class 8 contains 1705 members 
Mstep: Class 9 contains 25117 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 91060 members 
Mstep: Class 12 contains 6800 members 
Mstep: Class 13 contains 53881 members 
Mstep: Class 14 contains 3569 members 
Mstep: Class 15 contains 67934 members 
Mstep: Class 18 contains 6896 members 
Mstep: Class 19 contains 73349 members 
Mstep: Class 20 contains 2185 members 
Mstep: Class 21 contains 7124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75532736.000000 Penalty: 36850.429688
Iteration 40F: 18 clusters Score -7.553274e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 4 contains 85163 members 
Mstep: Class 5 contains 95758 members 
Mstep: Class 6 contains 42620 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 1711 members 
Mstep: Class 9 contains 25576 members 
Mstep: Class 10 contains 5587 members 
Mstep: Class 11 contains 91888 members 
Mstep: Class 12 contains 6771 members 
Mstep: Class 13 contains 54385 members 
Mstep: Class 14 contains 3668 members 
Mstep: Class 15 contains 67576 members 
Mstep: Class 18 contains 6587 members 
Mstep: Class 19 contains 73350 members 
Mstep: Class 20 contains 2186 members 
Mstep: Class 21 contains 7612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75533688.000000 Penalty: 36850.429688
Iteration 41Q: 18 clusters Score -7.553369e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 4 contains 84533 members 
Mstep: Class 5 contains 95821 members 
Mstep: Class 6 contains 42908 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 1717 members 
Mstep: Class 9 contains 25996 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 92470 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 54855 members 
Mstep: Class 14 contains 3800 members 
Mstep: Class 15 contains 67205 members 
Mstep: Class 18 contains 6371 members 
Mstep: Class 19 contains 73369 members 
Mstep: Class 20 contains 2197 members 
Mstep: Class 21 contains 8067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75534272.000000 Penalty: 36850.429688
Iteration 42Q: 18 clusters Score -7.553427e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 4 contains 83932 members 
Mstep: Class 5 contains 95918 members 
Mstep: Class 6 contains 43229 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 26313 members 
Mstep: Class 10 contains 5186 members 
Mstep: Class 11 contains 92894 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 55304 members 
Mstep: Class 14 contains 3926 members 
Mstep: Class 15 contains 66863 members 
Mstep: Class 18 contains 6184 members 
Mstep: Class 19 contains 73377 members 
Mstep: Class 20 contains 2190 members 
Mstep: Class 21 contains 8544 members 
Entering Unmasked Estep 
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Iteration 43Q: 18 clusters Score -7.553518e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 4 contains 83435 members 
Mstep: Class 5 contains 96013 members 
Mstep: Class 6 contains 43510 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 26561 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 93142 members 
Mstep: Class 12 contains 6619 members 
Mstep: Class 13 contains 55762 members 
Mstep: Class 14 contains 4052 members 
Mstep: Class 15 contains 66507 members 
Mstep: Class 18 contains 6024 members 
Mstep: Class 19 contains 73342 members 
Mstep: Class 20 contains 2189 members 
Mstep: Class 21 contains 9059 members 
Entering Unmasked Estep 
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Iteration 44Q: 18 clusters Score -7.553553e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 4 contains 83009 members 
Mstep: Class 5 contains 96166 members 
Mstep: Class 6 contains 43729 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 1745 members 
Mstep: Class 9 contains 26797 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 93191 members 
Mstep: Class 12 contains 6585 members 
Mstep: Class 13 contains 56234 members 
Mstep: Class 14 contains 4206 members 
Mstep: Class 15 contains 66126 members 
Mstep: Class 18 contains 5885 members 
Mstep: Class 19 contains 73329 members 
Mstep: Class 20 contains 2203 members 
Mstep: Class 21 contains 9587 members 
Entering Unmasked Estep 
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Iteration 45Q: 18 clusters Score -7.553608e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 4 contains 82712 members 
Mstep: Class 5 contains 96293 members 
Mstep: Class 6 contains 43966 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 1749 members 
Mstep: Class 9 contains 27026 members 
Mstep: Class 10 contains 4664 members 
Mstep: Class 11 contains 93104 members 
Mstep: Class 12 contains 6566 members 
Mstep: Class 13 contains 56617 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 65730 members 
Mstep: Class 18 contains 5746 members 
Mstep: Class 19 contains 73351 members 
Mstep: Class 20 contains 2211 members 
Mstep: Class 21 contains 10130 members 
Entering Unmasked Estep 
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Iteration 46Q: 18 clusters Score -7.553616e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 4 contains 82414 members 
Mstep: Class 5 contains 96448 members 
Mstep: Class 6 contains 44194 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 1750 members 
Mstep: Class 9 contains 27191 members 
Mstep: Class 10 contains 4491 members 
Mstep: Class 11 contains 92812 members 
Mstep: Class 12 contains 6568 members 
Mstep: Class 13 contains 56974 members 
Mstep: Class 14 contains 4576 members 
Mstep: Class 15 contains 65324 members 
Mstep: Class 18 contains 5641 members 
Mstep: Class 19 contains 73383 members 
Mstep: Class 20 contains 2213 members 
Mstep: Class 21 contains 10741 members 
Entering Unmasked Estep 
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Iteration 47Q: 18 clusters Score -7.553627e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 4 contains 82186 members 
Mstep: Class 5 contains 96616 members 
Mstep: Class 6 contains 44430 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 27356 members 
Mstep: Class 10 contains 4322 members 
Mstep: Class 11 contains 92330 members 
Mstep: Class 12 contains 6574 members 
Mstep: Class 13 contains 57309 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 64938 members 
Mstep: Class 18 contains 5531 members 
Mstep: Class 19 contains 73401 members 
Mstep: Class 20 contains 2218 members 
Mstep: Class 21 contains 11393 members 
Entering Unmasked Estep 
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Iteration 48Q: 18 clusters Score -7.553654e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 4 contains 82023 members 
Mstep: Class 5 contains 96817 members 
Mstep: Class 6 contains 44633 members 
Mstep: Class 7 contains 887 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 27460 members 
Mstep: Class 10 contains 4179 members 
Mstep: Class 11 contains 91656 members 
Mstep: Class 12 contains 6597 members 
Mstep: Class 13 contains 57682 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 64562 members 
Mstep: Class 18 contains 5451 members 
Mstep: Class 19 contains 73393 members 
Mstep: Class 20 contains 2204 members 
Mstep: Class 21 contains 12102 members 
Entering Unmasked Estep 
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Iteration 49Q: 18 clusters Score -7.553656e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 4 contains 81930 members 
Mstep: Class 5 contains 96990 members 
Mstep: Class 6 contains 44866 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 1763 members 
Mstep: Class 9 contains 27561 members 
Mstep: Class 10 contains 4054 members 
Mstep: Class 11 contains 90745 members 
Mstep: Class 12 contains 6593 members 
Mstep: Class 13 contains 58056 members 
Mstep: Class 14 contains 5227 members 
Mstep: Class 15 contains 64263 members 
Mstep: Class 18 contains 5368 members 
Mstep: Class 19 contains 73389 members 
Mstep: Class 20 contains 2192 members 
Mstep: Class 21 contains 12842 members 
Entering Unmasked Estep 
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Iteration 50Q: 18 clusters Score -7.553682e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 4 contains 81894 members 
Mstep: Class 5 contains 97167 members 
Mstep: Class 6 contains 45080 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 27625 members 
Mstep: Class 10 contains 3961 members 
Mstep: Class 11 contains 89707 members 
Mstep: Class 12 contains 6585 members 
Mstep: Class 13 contains 58402 members 
Mstep: Class 14 contains 5476 members 
Mstep: Class 15 contains 63952 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 73375 members 
Mstep: Class 20 contains 2172 members 
Mstep: Class 21 contains 13640 members 
Entering Unmasked Estep 
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Iteration 51Q: 18 clusters Score -7.55369e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 4 contains 81940 members 
Mstep: Class 5 contains 97323 members 
Mstep: Class 6 contains 45244 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 1771 members 
Mstep: Class 9 contains 27666 members 
Mstep: Class 10 contains 3841 members 
Mstep: Class 11 contains 88509 members 
Mstep: Class 12 contains 6598 members 
Mstep: Class 13 contains 58758 members 
Mstep: Class 14 contains 5725 members 
Mstep: Class 15 contains 63638 members 
Mstep: Class 18 contains 5247 members 
Mstep: Class 19 contains 73376 members 
Mstep: Class 20 contains 2161 members 
Mstep: Class 21 contains 14553 members 
Entering Unmasked Estep 
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Iteration 52Q: 18 clusters Score -7.553709e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 4 contains 82011 members 
Mstep: Class 5 contains 97486 members 
Mstep: Class 6 contains 45408 members 
Mstep: Class 7 contains 885 members 
Mstep: Class 8 contains 1767 members 
Mstep: Class 9 contains 27689 members 
Mstep: Class 10 contains 3713 members 
Mstep: Class 11 contains 87216 members 
Mstep: Class 12 contains 6615 members 
Mstep: Class 13 contains 59097 members 
Mstep: Class 14 contains 6012 members 
Mstep: Class 15 contains 63338 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 73371 members 
Mstep: Class 20 contains 2160 members 
Mstep: Class 21 contains 15477 members 
Entering Unmasked Estep 
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Iteration 53Q: 18 clusters Score -7.553727e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 4 contains 82164 members 
Mstep: Class 5 contains 97586 members 
Mstep: Class 6 contains 45601 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 1776 members 
Mstep: Class 9 contains 27689 members 
Mstep: Class 10 contains 3605 members 
Mstep: Class 11 contains 85819 members 
Mstep: Class 12 contains 6624 members 
Mstep: Class 13 contains 59473 members 
Mstep: Class 14 contains 6291 members 
Mstep: Class 15 contains 63001 members 
Mstep: Class 18 contains 5156 members 
Mstep: Class 19 contains 73353 members 
Mstep: Class 20 contains 2145 members 
Mstep: Class 21 contains 16450 members 
Entering Unmasked Estep 
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Iteration 54Q: 18 clusters Score -7.55375e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 4 contains 82318 members 
Mstep: Class 5 contains 97603 members 
Mstep: Class 6 contains 45824 members 
Mstep: Class 7 contains 888 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 27692 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 84476 members 
Mstep: Class 12 contains 6635 members 
Mstep: Class 13 contains 59786 members 
Mstep: Class 14 contains 6532 members 
Mstep: Class 15 contains 62658 members 
Mstep: Class 18 contains 5117 members 
Mstep: Class 19 contains 73319 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 17485 members 
Entering Unmasked Estep 
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Iteration 55Q: 18 clusters Score -7.553803e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 4 contains 82496 members 
Mstep: Class 5 contains 97570 members 
Mstep: Class 6 contains 45991 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 1760 members 
Mstep: Class 9 contains 27694 members 
Mstep: Class 10 contains 3425 members 
Mstep: Class 11 contains 83169 members 
Mstep: Class 12 contains 6622 members 
Mstep: Class 13 contains 60070 members 
Mstep: Class 14 contains 6782 members 
Mstep: Class 15 contains 62265 members 
Mstep: Class 18 contains 5089 members 
Mstep: Class 19 contains 73254 members 
Mstep: Class 20 contains 2128 members 
Mstep: Class 21 contains 18595 members 
Entering Unmasked Estep 
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Iteration 56Q: 18 clusters Score -7.553817e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 4 contains 82663 members 
Mstep: Class 5 contains 97524 members 
Mstep: Class 6 contains 46177 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 27678 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 81926 members 
Mstep: Class 12 contains 6596 members 
Mstep: Class 13 contains 60347 members 
Mstep: Class 14 contains 7010 members 
Mstep: Class 15 contains 61842 members 
Mstep: Class 18 contains 5060 members 
Mstep: Class 19 contains 73195 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 19664 members 
Entering Unmasked Estep 
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Iteration 57Q: 18 clusters Score -7.553866e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 4 contains 82799 members 
Mstep: Class 5 contains 97485 members 
Mstep: Class 6 contains 46336 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 1743 members 
Mstep: Class 9 contains 27669 members 
Mstep: Class 10 contains 3253 members 
Mstep: Class 11 contains 80747 members 
Mstep: Class 12 contains 6604 members 
Mstep: Class 13 contains 60656 members 
Mstep: Class 14 contains 7213 members 
Mstep: Class 15 contains 61394 members 
Mstep: Class 18 contains 5032 members 
Mstep: Class 19 contains 73115 members 
Mstep: Class 20 contains 2120 members 
Mstep: Class 21 contains 20739 members 
Entering Unmasked Estep 
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Iteration 58Q: 18 clusters Score -7.553894e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 4 contains 82888 members 
Mstep: Class 5 contains 97553 members 
Mstep: Class 6 contains 46428 members 
Mstep: Class 7 contains 894 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 27654 members 
Mstep: Class 10 contains 3172 members 
Mstep: Class 11 contains 79642 members 
Mstep: Class 12 contains 6599 members 
Mstep: Class 13 contains 60945 members 
Mstep: Class 14 contains 7422 members 
Mstep: Class 15 contains 60956 members 
Mstep: Class 18 contains 5013 members 
Mstep: Class 19 contains 73012 members 
Mstep: Class 20 contains 2105 members 
Mstep: Class 21 contains 21830 members 
Entering Unmasked Estep 
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Iteration 59Q: 18 clusters Score -7.553926e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 4 contains 82933 members 
Mstep: Class 5 contains 97580 members 
Mstep: Class 6 contains 46492 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 1727 members 
Mstep: Class 9 contains 27631 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 78665 members 
Mstep: Class 12 contains 6583 members 
Mstep: Class 13 contains 61194 members 
Mstep: Class 14 contains 7604 members 
Mstep: Class 15 contains 60532 members 
Mstep: Class 18 contains 4989 members 
Mstep: Class 19 contains 72910 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 22954 members 
Entering Unmasked Estep 
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Iteration 60F: 18 clusters Score -7.553977e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 4 contains 82833 members 
Mstep: Class 5 contains 97465 members 
Mstep: Class 6 contains 46547 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 1719 members 
Mstep: Class 9 contains 27616 members 
Mstep: Class 10 contains 3060 members 
Mstep: Class 11 contains 77492 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 13 contains 61460 members 
Mstep: Class 14 contains 7914 members 
Mstep: Class 15 contains 60001 members 
Mstep: Class 18 contains 4965 members 
Mstep: Class 19 contains 72810 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 24630 members 
Entering Unmasked Estep 
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Iteration 61Q: 18 clusters Score -7.554036e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 4 contains 82781 members 
Mstep: Class 5 contains 97387 members 
Mstep: Class 6 contains 46597 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 1714 members 
Mstep: Class 9 contains 27581 members 
Mstep: Class 10 contains 2995 members 
Mstep: Class 11 contains 76249 members 
Mstep: Class 12 contains 6481 members 
Mstep: Class 13 contains 61737 members 
Mstep: Class 14 contains 8186 members 
Mstep: Class 15 contains 59377 members 
Mstep: Class 18 contains 4946 members 
Mstep: Class 19 contains 72697 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 26441 members 
Entering Unmasked Estep 
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Iteration 62Q: 18 clusters Score -7.554129e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 4 contains 82802 members 
Mstep: Class 5 contains 97288 members 
Mstep: Class 6 contains 46627 members 
Mstep: Class 7 contains 897 members 
Mstep: Class 8 contains 1714 members 
Mstep: Class 9 contains 27545 members 
Mstep: Class 10 contains 2927 members 
Mstep: Class 11 contains 75011 members 
Mstep: Class 12 contains 6450 members 
Mstep: Class 13 contains 61995 members 
Mstep: Class 14 contains 8419 members 
Mstep: Class 15 contains 58686 members 
Mstep: Class 18 contains 4929 members 
Mstep: Class 19 contains 72578 members 
Mstep: Class 20 contains 2099 members 
Mstep: Class 21 contains 28325 members 
Entering Unmasked Estep 
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Iteration 63Q: 18 clusters Score -7.554161e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 4 contains 82793 members 
Mstep: Class 5 contains 97116 members 
Mstep: Class 6 contains 46654 members 
Mstep: Class 7 contains 899 members 
Mstep: Class 8 contains 1707 members 
Mstep: Class 9 contains 27508 members 
Mstep: Class 10 contains 2880 members 
Mstep: Class 11 contains 73767 members 
Mstep: Class 12 contains 6432 members 
Mstep: Class 13 contains 62212 members 
Mstep: Class 14 contains 8635 members 
Mstep: Class 15 contains 58030 members 
Mstep: Class 18 contains 4915 members 
Mstep: Class 19 contains 72417 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 30403 members 
Entering Unmasked Estep 
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Iteration 64Q: 18 clusters Score -7.554242e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 4 contains 82718 members 
Mstep: Class 5 contains 96907 members 
Mstep: Class 6 contains 46645 members 
Mstep: Class 7 contains 905 members 
Mstep: Class 8 contains 1693 members 
Mstep: Class 9 contains 27501 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 72594 members 
Mstep: Class 12 contains 6446 members 
Mstep: Class 13 contains 62421 members 
Mstep: Class 14 contains 8856 members 
Mstep: Class 15 contains 57353 members 
Mstep: Class 18 contains 4890 members 
Mstep: Class 19 contains 72223 members 
Mstep: Class 20 contains 2059 members 
Mstep: Class 21 contains 32578 members 
Entering Unmasked Estep 
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Iteration 65Q: 18 clusters Score -7.554351e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 4 contains 82589 members 
Mstep: Class 5 contains 96651 members 
Mstep: Class 6 contains 46629 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 27500 members 
Mstep: Class 10 contains 2776 members 
Mstep: Class 11 contains 71585 members 
Mstep: Class 12 contains 6437 members 
Mstep: Class 13 contains 62542 members 
Mstep: Class 14 contains 9068 members 
Mstep: Class 15 contains 56650 members 
Mstep: Class 18 contains 4872 members 
Mstep: Class 19 contains 72034 members 
Mstep: Class 20 contains 2047 members 
Mstep: Class 21 contains 34827 members 
Entering Unmasked Estep 
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Iteration 66Q: 18 clusters Score -7.554418e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 4 contains 82433 members 
Mstep: Class 5 contains 96364 members 
Mstep: Class 6 contains 46592 members 
Mstep: Class 7 contains 906 members 
Mstep: Class 8 contains 1671 members 
Mstep: Class 9 contains 27510 members 
Mstep: Class 10 contains 2725 members 
Mstep: Class 11 contains 70684 members 
Mstep: Class 12 contains 6433 members 
Mstep: Class 13 contains 62634 members 
Mstep: Class 14 contains 9240 members 
Mstep: Class 15 contains 55944 members 
Mstep: Class 18 contains 4857 members 
Mstep: Class 19 contains 71857 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 37174 members 
Entering Unmasked Estep 
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Iteration 67Q: 18 clusters Score -7.554503e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 4 contains 82185 members 
Mstep: Class 5 contains 96098 members 
Mstep: Class 6 contains 46511 members 
Mstep: Class 7 contains 903 members 
Mstep: Class 8 contains 1659 members 
Mstep: Class 9 contains 27519 members 
Mstep: Class 10 contains 2676 members 
Mstep: Class 11 contains 69782 members 
Mstep: Class 12 contains 6462 members 
Mstep: Class 13 contains 62663 members 
Mstep: Class 14 contains 9408 members 
Mstep: Class 15 contains 55266 members 
Mstep: Class 18 contains 4840 members 
Mstep: Class 19 contains 71665 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 39598 members 
Entering Unmasked Estep 
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Iteration 68Q: 18 clusters Score -7.554551e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 4 contains 81896 members 
Mstep: Class 5 contains 95846 members 
Mstep: Class 6 contains 46385 members 
Mstep: Class 7 contains 901 members 
Mstep: Class 8 contains 1636 members 
Mstep: Class 9 contains 27536 members 
Mstep: Class 10 contains 2622 members 
Mstep: Class 11 contains 68875 members 
Mstep: Class 12 contains 6494 members 
Mstep: Class 13 contains 62669 members 
Mstep: Class 14 contains 9580 members 
Mstep: Class 15 contains 54613 members 
Mstep: Class 18 contains 4824 members 
Mstep: Class 19 contains 71454 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 42136 members 
Entering Unmasked Estep 
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Iteration 69Q: 18 clusters Score -7.554594e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 4 contains 81489 members 
Mstep: Class 5 contains 95618 members 
Mstep: Class 6 contains 46213 members 
Mstep: Class 7 contains 899 members 
Mstep: Class 8 contains 1619 members 
Mstep: Class 9 contains 27546 members 
Mstep: Class 10 contains 2576 members 
Mstep: Class 11 contains 67971 members 
Mstep: Class 12 contains 6511 members 
Mstep: Class 13 contains 62646 members 
Mstep: Class 14 contains 9731 members 
Mstep: Class 15 contains 53983 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 71276 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 44807 members 
Entering Unmasked Estep 
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Iteration 70Q: 18 clusters Score -7.554656e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 4 contains 80865 members 
Mstep: Class 5 contains 95464 members 
Mstep: Class 6 contains 46066 members 
Mstep: Class 7 contains 897 members 
Mstep: Class 8 contains 1601 members 
Mstep: Class 9 contains 27552 members 
Mstep: Class 10 contains 2548 members 
Mstep: Class 11 contains 67082 members 
Mstep: Class 12 contains 6531 members 
Mstep: Class 13 contains 62543 members 
Mstep: Class 14 contains 9871 members 
Mstep: Class 15 contains 53333 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 71097 members 
Mstep: Class 20 contains 1939 members 
Mstep: Class 21 contains 47681 members 
Entering Unmasked Estep 
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Iteration 71Q: 18 clusters Score -7.55469e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 4 contains 79923 members 
Mstep: Class 5 contains 95413 members 
Mstep: Class 6 contains 45854 members 
Mstep: Class 7 contains 895 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 27578 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 66368 members 
Mstep: Class 12 contains 6541 members 
Mstep: Class 13 contains 62389 members 
Mstep: Class 14 contains 9994 members 
Mstep: Class 15 contains 52694 members 
Mstep: Class 18 contains 4774 members 
Mstep: Class 19 contains 70910 members 
Mstep: Class 20 contains 1911 members 
Mstep: Class 21 contains 50759 members 
Entering Unmasked Estep 
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Iteration 72Q: 18 clusters Score -7.554704e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 4 contains 78687 members 
Mstep: Class 5 contains 95369 members 
Mstep: Class 6 contains 45593 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 1577 members 
Mstep: Class 9 contains 27587 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 65743 members 
Mstep: Class 12 contains 6551 members 
Mstep: Class 13 contains 62182 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 52080 members 
Mstep: Class 18 contains 4756 members 
Mstep: Class 19 contains 70759 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 21 contains 54066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75547288.000000 Penalty: 36850.429688
Iteration 73Q: 18 clusters Score -7.554729e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 4 contains 77162 members 
Mstep: Class 5 contains 95387 members 
Mstep: Class 6 contains 45287 members 
Mstep: Class 7 contains 889 members 
Mstep: Class 8 contains 1567 members 
Mstep: Class 9 contains 27589 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 65178 members 
Mstep: Class 12 contains 6554 members 
Mstep: Class 13 contains 61957 members 
Mstep: Class 14 contains 10210 members 
Mstep: Class 15 contains 51458 members 
Mstep: Class 18 contains 4750 members 
Mstep: Class 19 contains 70616 members 
Mstep: Class 20 contains 1896 members 
Mstep: Class 21 contains 57584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75547368.000000 Penalty: 36850.429688
Iteration 74Q: 18 clusters Score -7.554737e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 4 contains 75440 members 
Mstep: Class 5 contains 95425 members 
Mstep: Class 6 contains 44928 members 
Mstep: Class 7 contains 882 members 
Mstep: Class 8 contains 1563 members 
Mstep: Class 9 contains 27606 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 64709 members 
Mstep: Class 12 contains 6577 members 
Mstep: Class 13 contains 61702 members 
Mstep: Class 14 contains 10294 members 
Mstep: Class 15 contains 50884 members 
Mstep: Class 18 contains 4740 members 
Mstep: Class 19 contains 70505 members 
Mstep: Class 20 contains 1895 members 
Mstep: Class 21 contains 61212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75547120.000000 Penalty: 36850.429688
Iteration 75Q: 18 clusters Score -7.554712e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 4 contains 73585 members 
Mstep: Class 5 contains 95469 members 
Mstep: Class 6 contains 44562 members 
Mstep: Class 7 contains 879 members 
Mstep: Class 8 contains 1561 members 
Mstep: Class 9 contains 27636 members 
Mstep: Class 10 contains 2355 members 
Mstep: Class 11 contains 64344 members 
Mstep: Class 12 contains 6581 members 
Mstep: Class 13 contains 61391 members 
Mstep: Class 14 contains 10410 members 
Mstep: Class 15 contains 50377 members 
Mstep: Class 18 contains 4726 members 
Mstep: Class 19 contains 70367 members 
Mstep: Class 20 contains 1893 members 
Mstep: Class 21 contains 64864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75546944.000000 Penalty: 36850.429688
Iteration 76Q: 18 clusters Score -7.554694e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 4 contains 71618 members 
Mstep: Class 5 contains 95556 members 
Mstep: Class 6 contains 44204 members 
Mstep: Class 7 contains 877 members 
Mstep: Class 8 contains 1556 members 
Mstep: Class 9 contains 27692 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 63989 members 
Mstep: Class 12 contains 6582 members 
Mstep: Class 13 contains 61053 members 
Mstep: Class 14 contains 10512 members 
Mstep: Class 15 contains 49890 members 
Mstep: Class 18 contains 4717 members 
Mstep: Class 19 contains 70257 members 
Mstep: Class 20 contains 1888 members 
Mstep: Class 21 contains 68525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75546728.000000 Penalty: 36850.429688
Iteration 77Q: 18 clusters Score -7.554673e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 4 contains 69828 members 
Mstep: Class 5 contains 95714 members 
Mstep: Class 6 contains 43838 members 
Mstep: Class 7 contains 874 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 27749 members 
Mstep: Class 10 contains 2293 members 
Mstep: Class 11 contains 63650 members 
Mstep: Class 12 contains 6601 members 
Mstep: Class 13 contains 60683 members 
Mstep: Class 14 contains 10637 members 
Mstep: Class 15 contains 49443 members 
Mstep: Class 18 contains 4705 members 
Mstep: Class 19 contains 70158 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 71839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75546936.000000 Penalty: 36850.429688
Iteration 78Q: 18 clusters Score -7.554694e+07 nChanged 6162
Entering ConstructFrom: 
Score: -75546936.000000 Penalty: 36850.429688
Entering ConstructFrom: 
Trying to split cluster 1 (39651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Entering Unmasked Estep 
Score: -4932676.500000 Penalty: 1720.529175
	Iteration 0F: 2 clusters Score -4932676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -4906098.000000 Penalty: 3441.058350
	Iteration 0F: 3 clusters Score -4906098 nChanged 18305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -4916269.500000 Penalty: 3441.058350
	Iteration 1F: 3 clusters Score -4916270 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -4916833.000000 Penalty: 3441.058350
	Iteration 2Q: 3 clusters Score -4916833 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -4917625.000000 Penalty: 3441.058350
	Iteration 3Q: 3 clusters Score -4917625 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -4918816.000000 Penalty: 3441.058350
	Iteration 4F: 3 clusters Score -4918816 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -4920563.000000 Penalty: 3441.058350
	Iteration 5F: 3 clusters Score -4920563 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -4922876.000000 Penalty: 3441.058350
	Iteration 6F: 3 clusters Score -4922876 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -4925649.500000 Penalty: 3441.058350
	Iteration 7F: 3 clusters Score -4925650 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -4927928.500000 Penalty: 3441.058350
	Iteration 8F: 3 clusters Score -4927928 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -4929306.500000 Penalty: 3441.058350
	Iteration 9Q: 3 clusters Score -4929306 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -4929906.000000 Penalty: 3441.058350
	Iteration 10Q: 3 clusters Score -4929906 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -4930261.500000 Penalty: 3441.058350
	Iteration 11Q: 3 clusters Score -4930262 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -4930444.500000 Penalty: 3441.058350
	Iteration 12Q: 3 clusters Score -4930444 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -4930572.000000 Penalty: 3441.058350
	Iteration 13Q: 3 clusters Score -4930572 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -4930692.000000 Penalty: 3441.058350
	Iteration 14Q: 3 clusters Score -4930692 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4930780.000000 Penalty: 3441.058350
	Iteration 15Q: 3 clusters Score -4930780 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -4930857.000000 Penalty: 3441.058350
	Iteration 16Q: 3 clusters Score -4930857 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -4930945.000000 Penalty: 3441.058350
	Iteration 17Q: 3 clusters Score -4930945 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -4931010.500000 Penalty: 3441.058350
	Iteration 18Q: 3 clusters Score -4931010 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -4931083.500000 Penalty: 3441.058350
	Iteration 19Q: 3 clusters Score -4931084 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -4931143.500000 Penalty: 3441.058350
	Iteration 20F: 3 clusters Score -4931144 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -4931202.500000 Penalty: 3441.058350
	Iteration 21Q: 3 clusters Score -4931202 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -4931246.000000 Penalty: 3441.058350
	Iteration 22Q: 3 clusters Score -4931246 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -4931298.000000 Penalty: 3441.058350
	Iteration 23Q: 3 clusters Score -4931298 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -4931340.500000 Penalty: 3441.058350
	Iteration 24Q: 3 clusters Score -4931340 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -4931388.500000 Penalty: 3441.058350
	Iteration 25Q: 3 clusters Score -4931388 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -4931406.500000 Penalty: 3441.058350
	Iteration 26Q: 3 clusters Score -4931406 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -4931434.000000 Penalty: 3441.058350
	Iteration 27Q: 3 clusters Score -4931434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -4931453.500000 Penalty: 3441.058350
	Iteration 28Q: 3 clusters Score -4931454 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -4931479.000000 Penalty: 3441.058350
	Iteration 29Q: 3 clusters Score -4931479 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -4931491.500000 Penalty: 3441.058350
	Iteration 30Q: 3 clusters Score -4931492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -4931500.000000 Penalty: 3441.058350
	Iteration 31Q: 3 clusters Score -4931500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -4931507.000000 Penalty: 3441.058350
	Iteration 32Q: 3 clusters Score -4931507 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -4931515.500000 Penalty: 3441.058350
	Iteration 33Q: 3 clusters Score -4931516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -4931526.500000 Penalty: 3441.058350
	Iteration 34Q: 3 clusters Score -4931526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -4931525.500000 Penalty: 3441.058350
	Iteration 35Q: 3 clusters Score -4931526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -4931536.000000 Penalty: 3441.058350
	Iteration 36Q: 3 clusters Score -4931536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -4931542.000000 Penalty: 3441.058350
	Iteration 37Q: 3 clusters Score -4931542 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -4931554.500000 Penalty: 3441.058350
	Iteration 38Q: 3 clusters Score -4931554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -4931553.500000 Penalty: 3441.058350
	Iteration 39Q: 3 clusters Score -4931554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -4931559.000000 Penalty: 3441.058350
	Iteration 40F: 3 clusters Score -4931559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -4931563.000000 Penalty: 3441.058350
	Iteration 41Q: 3 clusters Score -4931563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -4931567.500000 Penalty: 3441.058350
	Iteration 42Q: 3 clusters Score -4931568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -4931572.500000 Penalty: 3441.058350
	Iteration 43Q: 3 clusters Score -4931572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -4931565.000000 Penalty: 3441.058350
	Iteration 44Q: 3 clusters Score -4931565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -4931570.000000 Penalty: 3441.058350
	Iteration 45Q: 3 clusters Score -4931570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -4931574.500000 Penalty: 3441.058350
	Iteration 46Q: 3 clusters Score -4931574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -4931587.000000 Penalty: 3441.058350
	Iteration 47Q: 3 clusters Score -4931587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -4931584.500000 Penalty: 3441.058350
	Iteration 48Q: 3 clusters Score -4931584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -4931586.500000 Penalty: 3441.058350
	Iteration 49Q: 3 clusters Score -4931586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -4931596.000000 Penalty: 3441.058350
	Iteration 50Q: 3 clusters Score -4931596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -4931593.500000 Penalty: 3441.058350
	Iteration 51Q: 3 clusters Score -4931594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -4931592.500000 Penalty: 3441.058350
	Iteration 52Q: 3 clusters Score -4931592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -4931601.000000 Penalty: 3441.058350
	Iteration 53Q: 3 clusters Score -4931601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -4931598.500000 Penalty: 3441.058350
	Iteration 54Q: 3 clusters Score -4931598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -4931605.000000 Penalty: 3441.058350
	Iteration 55Q: 3 clusters Score -4931605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -4931609.500000 Penalty: 3441.058350
	Iteration 56Q: 3 clusters Score -4931610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -4931607.000000 Penalty: 3441.058350
	Iteration 57Q: 3 clusters Score -4931607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -4931610.000000 Penalty: 3441.058350
	Iteration 58Q: 3 clusters Score -4931610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -4931606.000000 Penalty: 3441.058350
	Iteration 59Q: 3 clusters Score -4931606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -4931610.500000 Penalty: 3441.058350
	Iteration 60F: 3 clusters Score -4931610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -4931611.500000 Penalty: 3441.058350
	Iteration 61Q: 3 clusters Score -4931612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -4931610.000000 Penalty: 3441.058350
	Iteration 62Q: 3 clusters Score -4931610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -4931610.000000 Penalty: 3441.058350
	Iteration 63Q: 3 clusters Score -4931610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -4931609.500000 Penalty: 3441.058350
	Iteration 64Q: 3 clusters Score -4931610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -4931613.000000 Penalty: 3441.058350
	Iteration 65Q: 3 clusters Score -4931613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -4931614.500000 Penalty: 3441.058350
	Iteration 66Q: 3 clusters Score -4931614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -4931614.500000 Penalty: 3441.058350
	Iteration 67F: 3 clusters Score -4931614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (68829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68829 members 
Entering Unmasked Estep 
Score: -8501753.000000 Penalty: 1810.149292
	Iteration 0F: 2 clusters Score -8501753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -8456318.000000 Penalty: 3620.298584
	Iteration 0F: 3 clusters Score -8456318 nChanged 32585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -8475444.000000 Penalty: 3620.298584
	Iteration 1F: 3 clusters Score -8475444 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -8476675.000000 Penalty: 3620.298584
	Iteration 2Q: 3 clusters Score -8476675 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -8478677.000000 Penalty: 3620.298584
	Iteration 3Q: 3 clusters Score -8478677 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -8481503.000000 Penalty: 3620.298584
	Iteration 4F: 3 clusters Score -8481503 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -8485144.000000 Penalty: 3620.298584
	Iteration 5F: 3 clusters Score -8485144 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -8488676.000000 Penalty: 3620.298584
	Iteration 6F: 3 clusters Score -8488676 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -8491558.000000 Penalty: 3620.298584
	Iteration 7F: 3 clusters Score -8491558 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -8493439.000000 Penalty: 3620.298584
	Iteration 8Q: 3 clusters Score -8493439 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -8494531.000000 Penalty: 3620.298584
	Iteration 9Q: 3 clusters Score -8494531 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -8495190.000000 Penalty: 3620.298584
	Iteration 10Q: 3 clusters Score -8495190 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -8495698.000000 Penalty: 3620.298584
	Iteration 11Q: 3 clusters Score -8495698 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -8496196.000000 Penalty: 3620.298584
	Iteration 12Q: 3 clusters Score -8496196 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -8496626.000000 Penalty: 3620.298584
	Iteration 13Q: 3 clusters Score -8496626 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -8497044.000000 Penalty: 3620.298584
	Iteration 14Q: 3 clusters Score -8497044 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -8497410.000000 Penalty: 3620.298584
	Iteration 15Q: 3 clusters Score -8497410 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 63586 members 
Entering Unmasked Estep 
Score: -8497835.000000 Penalty: 3620.298584
	Iteration 16Q: 3 clusters Score -8497835 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 64320 members 
Entering Unmasked Estep 
Score: -8498155.000000 Penalty: 3620.298584
	Iteration 17Q: 3 clusters Score -8498155 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 64927 members 
Entering Unmasked Estep 
Score: -8498485.000000 Penalty: 3620.298584
	Iteration 18Q: 3 clusters Score -8498485 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -8498757.000000 Penalty: 3620.298584
	Iteration 19Q: 3 clusters Score -8498757 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -8499032.000000 Penalty: 3620.298584
	Iteration 20F: 3 clusters Score -8499032 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -8499240.000000 Penalty: 3620.298584
	Iteration 21Q: 3 clusters Score -8499240 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -8499445.000000 Penalty: 3620.298584
	Iteration 22Q: 3 clusters Score -8499445 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 66928 members 
Entering Unmasked Estep 
Score: -8499581.000000 Penalty: 3620.298584
	Iteration 23Q: 3 clusters Score -8499581 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -8499677.000000 Penalty: 3620.298584
	Iteration 24Q: 3 clusters Score -8499677 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 67316 members 
Entering Unmasked Estep 
Score: -8499763.000000 Penalty: 3620.298584
	Iteration 25Q: 3 clusters Score -8499763 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -8499832.000000 Penalty: 3620.298584
	Iteration 26Q: 3 clusters Score -8499832 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -8499888.000000 Penalty: 3620.298584
	Iteration 27Q: 3 clusters Score -8499888 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 67607 members 
Entering Unmasked Estep 
Score: -8499940.000000 Penalty: 3620.298584
	Iteration 28Q: 3 clusters Score -8499940 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -8499996.000000 Penalty: 3620.298584
	Iteration 29Q: 3 clusters Score -8499996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -8500033.000000 Penalty: 3620.298584
	Iteration 30Q: 3 clusters Score -8500033 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -8500049.000000 Penalty: 3620.298584
	Iteration 31Q: 3 clusters Score -8500049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -8500062.000000 Penalty: 3620.298584
	Iteration 32Q: 3 clusters Score -8500062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 67814 members 
Entering Unmasked Estep 
Score: -8500076.000000 Penalty: 3620.298584
	Iteration 33Q: 3 clusters Score -8500076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 67841 members 
Entering Unmasked Estep 
Score: -8500096.000000 Penalty: 3620.298584
	Iteration 34Q: 3 clusters Score -8500096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 67867 members 
Entering Unmasked Estep 
Score: -8500111.000000 Penalty: 3620.298584
	Iteration 35Q: 3 clusters Score -8500111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 67887 members 
Entering Unmasked Estep 
Score: -8500108.000000 Penalty: 3620.298584
	Iteration 36Q: 3 clusters Score -8500108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 67907 members 
Entering Unmasked Estep 
Score: -8500125.000000 Penalty: 3620.298584
	Iteration 37Q: 3 clusters Score -8500125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 67922 members 
Entering Unmasked Estep 
Score: -8500135.000000 Penalty: 3620.298584
	Iteration 38Q: 3 clusters Score -8500135 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 67943 members 
Entering Unmasked Estep 
Score: -8500144.000000 Penalty: 3620.298584
	Iteration 39Q: 3 clusters Score -8500144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 67959 members 
Entering Unmasked Estep 
Score: -8500154.000000 Penalty: 3620.298584
	Iteration 40F: 3 clusters Score -8500154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 67977 members 
Entering Unmasked Estep 
Score: -8500158.000000 Penalty: 3620.298584
	Iteration 41Q: 3 clusters Score -8500158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -8500154.000000 Penalty: 3620.298584
	Iteration 42Q: 3 clusters Score -8500154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -8500157.000000 Penalty: 3620.298584
	Iteration 43Q: 3 clusters Score -8500157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 68004 members 
Entering Unmasked Estep 
Score: -8500164.000000 Penalty: 3620.298584
	Iteration 44Q: 3 clusters Score -8500164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 68010 members 
Entering Unmasked Estep 
Score: -8500164.000000 Penalty: 3620.298584
	Iteration 45Q: 3 clusters Score -8500164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -8500162.000000 Penalty: 3620.298584
	Iteration 46Q: 3 clusters Score -8500162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -8500168.000000 Penalty: 3620.298584
	Iteration 47Q: 3 clusters Score -8500168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -8500162.000000 Penalty: 3620.298584
	Iteration 48Q: 3 clusters Score -8500162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -8500162.000000 Penalty: 3620.298584
	Iteration 49Q: 3 clusters Score -8500162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -8500161.000000 Penalty: 3620.298584
	Iteration 50Q: 3 clusters Score -8500161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -8500161.000000 Penalty: 3620.298584
	Iteration 51F: 3 clusters Score -8500161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (95598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95598 members 
Entering Unmasked Estep 
Score: -11821950.000000 Penalty: 1863.534912
	Iteration 0F: 2 clusters Score -1.182195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -11765331.000000 Penalty: 3727.069824
	Iteration 0F: 3 clusters Score -1.176533e+07 nChanged 45829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -11791310.000000 Penalty: 3727.069824
	Iteration 1F: 3 clusters Score -1.179131e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -11792184.000000 Penalty: 3727.069824
	Iteration 2Q: 3 clusters Score -1.179218e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -11793366.000000 Penalty: 3727.069824
	Iteration 3Q: 3 clusters Score -1.179337e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -11794794.000000 Penalty: 3727.069824
	Iteration 4Q: 3 clusters Score -1.179479e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -11797153.000000 Penalty: 3727.069824
	Iteration 5Q: 3 clusters Score -1.179715e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -11800614.000000 Penalty: 3727.069824
	Iteration 6F: 3 clusters Score -1.180061e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -11805441.000000 Penalty: 3727.069824
	Iteration 7F: 3 clusters Score -1.180544e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -11810013.000000 Penalty: 3727.069824
	Iteration 8F: 3 clusters Score -1.181001e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59287 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -11812572.000000 Penalty: 3727.069824
	Iteration 9F: 3 clusters Score -1.181257e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -11813603.000000 Penalty: 3727.069824
	Iteration 10Q: 3 clusters Score -1.18136e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -11814427.000000 Penalty: 3727.069824
	Iteration 11Q: 3 clusters Score -1.181443e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -11815181.000000 Penalty: 3727.069824
	Iteration 12Q: 3 clusters Score -1.181518e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57580 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -11816069.000000 Penalty: 3727.069824
	Iteration 13Q: 3 clusters Score -1.181607e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56929 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -11817017.000000 Penalty: 3727.069824
	Iteration 14Q: 3 clusters Score -1.181702e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -11817969.000000 Penalty: 3727.069824
	Iteration 15Q: 3 clusters Score -1.181797e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -11819007.000000 Penalty: 3727.069824
	Iteration 16Q: 3 clusters Score -1.181901e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -11820060.000000 Penalty: 3727.069824
	Iteration 17Q: 3 clusters Score -1.182006e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -11821068.000000 Penalty: 3727.069824
	Iteration 18Q: 3 clusters Score -1.182107e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -11822166.000000 Penalty: 3727.069824
	Iteration 19Q: 3 clusters Score -1.182217e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -11823181.000000 Penalty: 3727.069824
	Iteration 20F: 3 clusters Score -1.182318e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -11824196.000000 Penalty: 3727.069824
	Iteration 21Q: 3 clusters Score -1.18242e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -11825183.000000 Penalty: 3727.069824
	Iteration 22Q: 3 clusters Score -1.182518e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -11825994.000000 Penalty: 3727.069824
	Iteration 23Q: 3 clusters Score -1.182599e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -11826548.000000 Penalty: 3727.069824
	Iteration 24Q: 3 clusters Score -1.182655e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -11827154.000000 Penalty: 3727.069824
	Iteration 25Q: 3 clusters Score -1.182715e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -11827624.000000 Penalty: 3727.069824
	Iteration 26Q: 3 clusters Score -1.182762e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -11827972.000000 Penalty: 3727.069824
	Iteration 27Q: 3 clusters Score -1.182797e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -11828279.000000 Penalty: 3727.069824
	Iteration 28Q: 3 clusters Score -1.182828e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -11828462.000000 Penalty: 3727.069824
	Iteration 29Q: 3 clusters Score -1.182846e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -11828588.000000 Penalty: 3727.069824
	Iteration 30Q: 3 clusters Score -1.182859e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -11828737.000000 Penalty: 3727.069824
	Iteration 31Q: 3 clusters Score -1.182874e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -11828767.000000 Penalty: 3727.069824
	Iteration 32Q: 3 clusters Score -1.182877e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -11828872.000000 Penalty: 3727.069824
	Iteration 33Q: 3 clusters Score -1.182887e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -11828936.000000 Penalty: 3727.069824
	Iteration 34Q: 3 clusters Score -1.182894e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 61981 members 
Entering Unmasked Estep 
Score: -11828973.000000 Penalty: 3727.069824
	Iteration 35Q: 3 clusters Score -1.182897e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -11828998.000000 Penalty: 3727.069824
	Iteration 36Q: 3 clusters Score -1.1829e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -11829005.000000 Penalty: 3727.069824
	Iteration 37Q: 3 clusters Score -1.1829e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -11829053.000000 Penalty: 3727.069824
	Iteration 38Q: 3 clusters Score -1.182905e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -11829087.000000 Penalty: 3727.069824
	Iteration 39Q: 3 clusters Score -1.182909e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 63631 members 
Entering Unmasked Estep 
Score: -11829133.000000 Penalty: 3727.069824
	Iteration 40F: 3 clusters Score -1.182913e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 63924 members 
Entering Unmasked Estep 
Score: -11829151.000000 Penalty: 3727.069824
	Iteration 41Q: 3 clusters Score -1.182915e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 64172 members 
Entering Unmasked Estep 
Score: -11829170.000000 Penalty: 3727.069824
	Iteration 42Q: 3 clusters Score -1.182917e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -11829186.000000 Penalty: 3727.069824
	Iteration 43Q: 3 clusters Score -1.182919e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 64560 members 
Entering Unmasked Estep 
Score: -11829191.000000 Penalty: 3727.069824
	Iteration 44Q: 3 clusters Score -1.182919e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -11829225.000000 Penalty: 3727.069824
	Iteration 45Q: 3 clusters Score -1.182922e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -11829206.000000 Penalty: 3727.069824
	Iteration 46Q: 3 clusters Score -1.182921e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 65039 members 
Entering Unmasked Estep 
Score: -11829211.000000 Penalty: 3727.069824
	Iteration 47Q: 3 clusters Score -1.182921e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
Score: -11829200.000000 Penalty: 3727.069824
	Iteration 48Q: 3 clusters Score -1.18292e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 65288 members 
Entering Unmasked Estep 
Score: -11829201.000000 Penalty: 3727.069824
	Iteration 49Q: 3 clusters Score -1.18292e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -11829199.000000 Penalty: 3727.069824
	Iteration 50Q: 3 clusters Score -1.18292e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -11829220.000000 Penalty: 3727.069824
	Iteration 51Q: 3 clusters Score -1.182922e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 65560 members 
Entering Unmasked Estep 
Score: -11829207.000000 Penalty: 3727.069824
	Iteration 52Q: 3 clusters Score -1.182921e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -11829206.000000 Penalty: 3727.069824
	Iteration 53Q: 3 clusters Score -1.182921e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -11829202.000000 Penalty: 3727.069824
	Iteration 54Q: 3 clusters Score -1.18292e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -11829203.000000 Penalty: 3727.069824
	Iteration 55Q: 3 clusters Score -1.18292e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -11829197.000000 Penalty: 3727.069824
	Iteration 56Q: 3 clusters Score -1.18292e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 65766 members 
Entering Unmasked Estep 
Score: -11829209.000000 Penalty: 3727.069824
	Iteration 57Q: 3 clusters Score -1.182921e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 65788 members 
Entering Unmasked Estep 
Score: -11829215.000000 Penalty: 3727.069824
	Iteration 58Q: 3 clusters Score -1.182922e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 65810 members 
Entering Unmasked Estep 
Score: -11829213.000000 Penalty: 3727.069824
	Iteration 59Q: 3 clusters Score -1.182921e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 65823 members 
Entering Unmasked Estep 
Score: -11829212.000000 Penalty: 3727.069824
	Iteration 60F: 3 clusters Score -1.182921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 65833 members 
Entering Unmasked Estep 
Score: -11829213.000000 Penalty: 3727.069824
	Iteration 61Q: 3 clusters Score -1.182921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -11829215.000000 Penalty: 3727.069824
	Iteration 62Q: 3 clusters Score -1.182922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 65850 members 
Entering Unmasked Estep 
Score: -11829208.000000 Penalty: 3727.069824
	Iteration 63Q: 3 clusters Score -1.182921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 65858 members 
Entering Unmasked Estep 
Score: -11829208.000000 Penalty: 3727.069824
	Iteration 64Q: 3 clusters Score -1.182921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 65865 members 
Entering Unmasked Estep 
Score: -11829202.000000 Penalty: 3727.069824
	Iteration 65Q: 3 clusters Score -1.18292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 65871 members 
Entering Unmasked Estep 
Score: -11829201.000000 Penalty: 3727.069824
	Iteration 66Q: 3 clusters Score -1.18292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -11829194.000000 Penalty: 3727.069824
	Iteration 67Q: 3 clusters Score -1.182919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 65879 members 
Entering Unmasked Estep 
Score: -11829199.000000 Penalty: 3727.069824
	Iteration 68Q: 3 clusters Score -1.18292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -11829189.000000 Penalty: 3727.069824
	Iteration 69Q: 3 clusters Score -1.182919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 65884 members 
Entering Unmasked Estep 
Score: -11829196.000000 Penalty: 3727.069824
	Iteration 70Q: 3 clusters Score -1.18292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 65885 members 
Entering Unmasked Estep 
Score: -11829193.000000 Penalty: 3727.069824
	Iteration 71Q: 3 clusters Score -1.182919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 65885 members 
Entering Unmasked Estep 
Score: -11829193.000000 Penalty: 3727.069824
	Iteration 72F: 3 clusters Score -1.182919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 65885 members 
Mstep: Class 4 contains 68829 members 
Mstep: Class 5 contains 29713 members 
Mstep: Class 6 contains 43473 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 27847 members 
Mstep: Class 10 contains 2259 members 
Mstep: Class 11 contains 63301 members 
Mstep: Class 12 contains 6640 members 
Mstep: Class 13 contains 60200 members 
Mstep: Class 14 contains 10824 members 
Mstep: Class 15 contains 49020 members 
Mstep: Class 18 contains 4694 members 
Mstep: Class 19 contains 70189 members 
Mstep: Class 20 contains 1853 members 
Mstep: Class 21 contains 74458 members 
Entering Unmasked Estep 
Score: -75553672.000000 Penalty: 39018.101562
Splitting cluster 5 changes total score from -75546936.000000 to -75553672.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 6 (43473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Entering Unmasked Estep 
Score: -5401159.500000 Penalty: 1735.483032
	Iteration 0F: 2 clusters Score -5401160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -5371954.000000 Penalty: 3470.966064
	Iteration 0F: 3 clusters Score -5371954 nChanged 20327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -5383897.000000 Penalty: 3470.966064
	Iteration 1F: 3 clusters Score -5383897 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -5384914.500000 Penalty: 3470.966064
	Iteration 2F: 3 clusters Score -5384914 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -5386275.500000 Penalty: 3470.966064
	Iteration 3F: 3 clusters Score -5386276 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -5388237.000000 Penalty: 3470.966064
	Iteration 4F: 3 clusters Score -5388237 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -5390919.500000 Penalty: 3470.966064
	Iteration 5F: 3 clusters Score -5390920 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -5393967.000000 Penalty: 3470.966064
	Iteration 6F: 3 clusters Score -5393967 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -5396372.000000 Penalty: 3470.966064
	Iteration 7F: 3 clusters Score -5396372 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -5397479.500000 Penalty: 3470.966064
	Iteration 8Q: 3 clusters Score -5397480 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -5397943.500000 Penalty: 3470.966064
	Iteration 9Q: 3 clusters Score -5397944 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -5398257.000000 Penalty: 3470.966064
	Iteration 10Q: 3 clusters Score -5398257 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -5398515.000000 Penalty: 3470.966064
	Iteration 11Q: 3 clusters Score -5398515 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -5398764.500000 Penalty: 3470.966064
	Iteration 12Q: 3 clusters Score -5398764 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -5398937.000000 Penalty: 3470.966064
	Iteration 13Q: 3 clusters Score -5398937 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -5399056.500000 Penalty: 3470.966064
	Iteration 14Q: 3 clusters Score -5399056 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -5399170.500000 Penalty: 3470.966064
	Iteration 15Q: 3 clusters Score -5399170 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -5399301.500000 Penalty: 3470.966064
	Iteration 16Q: 3 clusters Score -5399302 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -5399403.500000 Penalty: 3470.966064
	Iteration 17Q: 3 clusters Score -5399404 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -5399498.000000 Penalty: 3470.966064
	Iteration 18Q: 3 clusters Score -5399498 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -5399552.000000 Penalty: 3470.966064
	Iteration 19Q: 3 clusters Score -5399552 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -5399607.500000 Penalty: 3470.966064
	Iteration 20F: 3 clusters Score -5399608 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -5399679.500000 Penalty: 3470.966064
	Iteration 21Q: 3 clusters Score -5399680 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -5399757.500000 Penalty: 3470.966064
	Iteration 22Q: 3 clusters Score -5399758 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -5399834.000000 Penalty: 3470.966064
	Iteration 23Q: 3 clusters Score -5399834 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -5399894.000000 Penalty: 3470.966064
	Iteration 24Q: 3 clusters Score -5399894 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -5399950.000000 Penalty: 3470.966064
	Iteration 25Q: 3 clusters Score -5399950 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -5399992.000000 Penalty: 3470.966064
	Iteration 26Q: 3 clusters Score -5399992 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -5400014.500000 Penalty: 3470.966064
	Iteration 27Q: 3 clusters Score -5400014 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -5400059.000000 Penalty: 3470.966064
	Iteration 28Q: 3 clusters Score -5400059 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5400122.500000 Penalty: 3470.966064
	Iteration 29Q: 3 clusters Score -5400122 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -5400150.000000 Penalty: 3470.966064
	Iteration 30Q: 3 clusters Score -5400150 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5400166.500000 Penalty: 3470.966064
	Iteration 31Q: 3 clusters Score -5400166 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5400162.500000 Penalty: 3470.966064
	Iteration 32Q: 3 clusters Score -5400162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5400169.000000 Penalty: 3470.966064
	Iteration 33Q: 3 clusters Score -5400169 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -5400167.000000 Penalty: 3470.966064
	Iteration 34Q: 3 clusters Score -5400167 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -5400167.000000 Penalty: 3470.966064
	Iteration 35Q: 3 clusters Score -5400167 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5400173.500000 Penalty: 3470.966064
	Iteration 36Q: 3 clusters Score -5400174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -5400186.500000 Penalty: 3470.966064
	Iteration 37Q: 3 clusters Score -5400186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5400201.500000 Penalty: 3470.966064
	Iteration 38Q: 3 clusters Score -5400202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5400200.000000 Penalty: 3470.966064
	Iteration 39Q: 3 clusters Score -5400200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5400204.500000 Penalty: 3470.966064
	Iteration 40F: 3 clusters Score -5400204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5400201.500000 Penalty: 3470.966064
	Iteration 41Q: 3 clusters Score -5400202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5400196.500000 Penalty: 3470.966064
	Iteration 42Q: 3 clusters Score -5400196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5400195.500000 Penalty: 3470.966064
	Iteration 43Q: 3 clusters Score -5400196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5400192.000000 Penalty: 3470.966064
	Iteration 44Q: 3 clusters Score -5400192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5400208.500000 Penalty: 3470.966064
	Iteration 45Q: 3 clusters Score -5400208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5400220.000000 Penalty: 3470.966064
	Iteration 46Q: 3 clusters Score -5400220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5400221.500000 Penalty: 3470.966064
	Iteration 47Q: 3 clusters Score -5400222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5400222.500000 Penalty: 3470.966064
	Iteration 48Q: 3 clusters Score -5400222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5400219.500000 Penalty: 3470.966064
	Iteration 49Q: 3 clusters Score -5400220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5400226.500000 Penalty: 3470.966064
	Iteration 50Q: 3 clusters Score -5400226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5400231.000000 Penalty: 3470.966064
	Iteration 51Q: 3 clusters Score -5400231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5400223.000000 Penalty: 3470.966064
	Iteration 52Q: 3 clusters Score -5400223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5400227.000000 Penalty: 3470.966064
	Iteration 53Q: 3 clusters Score -5400227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5400229.000000 Penalty: 3470.966064
	Iteration 54Q: 3 clusters Score -5400229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5400235.000000 Penalty: 3470.966064
	Iteration 55Q: 3 clusters Score -5400235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5400229.000000 Penalty: 3470.966064
	Iteration 56Q: 3 clusters Score -5400229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5400228.000000 Penalty: 3470.966064
	Iteration 57Q: 3 clusters Score -5400228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5400243.500000 Penalty: 3470.966064
	Iteration 58Q: 3 clusters Score -5400244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5400238.000000 Penalty: 3470.966064
	Iteration 59Q: 3 clusters Score -5400238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5400235.000000 Penalty: 3470.966064
	Iteration 60F: 3 clusters Score -5400235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5400225.000000 Penalty: 3470.966064
	Iteration 61Q: 3 clusters Score -5400225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5400234.500000 Penalty: 3470.966064
	Iteration 62Q: 3 clusters Score -5400234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5400234.500000 Penalty: 3470.966064
	Iteration 63Q: 3 clusters Score -5400234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5400240.500000 Penalty: 3470.966064
	Iteration 64Q: 3 clusters Score -5400240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5400236.500000 Penalty: 3470.966064
	Iteration 65Q: 3 clusters Score -5400236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5400238.000000 Penalty: 3470.966064
	Iteration 66Q: 3 clusters Score -5400238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5400237.500000 Penalty: 3470.966064
	Iteration 67Q: 3 clusters Score -5400238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5400240.000000 Penalty: 3470.966064
	Iteration 68Q: 3 clusters Score -5400240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5400241.500000 Penalty: 3470.966064
	Iteration 69Q: 3 clusters Score -5400242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5400240.000000 Penalty: 3470.966064
	Iteration 70Q: 3 clusters Score -5400240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5400243.500000 Penalty: 3470.966064
	Iteration 71Q: 3 clusters Score -5400244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5400238.500000 Penalty: 3470.966064
	Iteration 72Q: 3 clusters Score -5400238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5400243.000000 Penalty: 3470.966064
	Iteration 73Q: 3 clusters Score -5400243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5400243.000000 Penalty: 3470.966064
	Iteration 74Q: 3 clusters Score -5400243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5400244.000000 Penalty: 3470.966064
	Iteration 75Q: 3 clusters Score -5400244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5400239.000000 Penalty: 3470.966064
	Iteration 76Q: 3 clusters Score -5400239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5400241.500000 Penalty: 3470.966064
	Iteration 77Q: 3 clusters Score -5400242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5400238.000000 Penalty: 3470.966064
	Iteration 78Q: 3 clusters Score -5400238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5400236.500000 Penalty: 3470.966064
	Iteration 79Q: 3 clusters Score -5400236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5400236.500000 Penalty: 3470.966064
	Iteration 80F: 3 clusters Score -5400236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -103203.593750 Penalty: 1099.693237
	Iteration 0F: 2 clusters Score -103203.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -101863.789062 Penalty: 2199.386475
	Iteration 0F: 3 clusters Score -101863.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -102134.210938 Penalty: 2199.386475
	Iteration 1F: 3 clusters Score -102134.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102230.054688 Penalty: 2199.386475
	Iteration 2F: 3 clusters Score -102230.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -102346.781250 Penalty: 2199.386475
	Iteration 3F: 3 clusters Score -102346.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -102489.742188 Penalty: 2199.386475
	Iteration 4F: 3 clusters Score -102489.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -102654.625000 Penalty: 2199.386475
	Iteration 5F: 3 clusters Score -102654.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -102814.507812 Penalty: 2199.386475
	Iteration 6F: 3 clusters Score -102814.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -102908.710938 Penalty: 2199.386475
	Iteration 7Q: 3 clusters Score -102908.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -102954.937500 Penalty: 2199.386475
	Iteration 8Q: 3 clusters Score -102954.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -102974.117188 Penalty: 2199.386475
	Iteration 9Q: 3 clusters Score -102974.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -102991.734375 Penalty: 2199.386475
	Iteration 10Q: 3 clusters Score -102991.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -102998.554688 Penalty: 2199.386475
	Iteration 11Q: 3 clusters Score -102998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -103001.359375 Penalty: 2199.386475
	Iteration 12Q: 3 clusters Score -103001.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -103004.273438 Penalty: 2199.386475
	Iteration 13Q: 3 clusters Score -103004.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -103004.273438 Penalty: 2199.386475
	Iteration 14F: 3 clusters Score -103004.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -192232.812500 Penalty: 1194.250000
	Iteration 0F: 2 clusters Score -192232.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -190406.359375 Penalty: 2388.500000
	Iteration 0F: 3 clusters Score -190406.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -190729.953125 Penalty: 2388.500000
	Iteration 1F: 3 clusters Score -190730 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -190826.171875 Penalty: 2388.500000
	Iteration 2F: 3 clusters Score -190826.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -190875.000000 Penalty: 2388.500000
	Iteration 3Q: 3 clusters Score -190875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -190899.578125 Penalty: 2388.500000
	Iteration 4Q: 3 clusters Score -190899.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -190918.312500 Penalty: 2388.500000
	Iteration 5Q: 3 clusters Score -190918.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -190930.593750 Penalty: 2388.500000
	Iteration 6Q: 3 clusters Score -190930.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -190940.984375 Penalty: 2388.500000
	Iteration 7Q: 3 clusters Score -190941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -190946.421875 Penalty: 2388.500000
	Iteration 8Q: 3 clusters Score -190946.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -190952.218750 Penalty: 2388.500000
	Iteration 9Q: 3 clusters Score -190952.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -190955.296875 Penalty: 2388.500000
	Iteration 10Q: 3 clusters Score -190955.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -190955.781250 Penalty: 2388.500000
	Iteration 11Q: 3 clusters Score -190955.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -190956.156250 Penalty: 2388.500000
	Iteration 12Q: 3 clusters Score -190956.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -190956.156250 Penalty: 2388.500000
	Iteration 13F: 3 clusters Score -190956.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Entering Unmasked Estep 
Score: -3357269.500000 Penalty: 1663.103149
	Iteration 0F: 2 clusters Score -3357270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3338404.000000 Penalty: 3326.206299
	Iteration 0F: 3 clusters Score -3338404 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3345280.750000 Penalty: 3326.206299
	Iteration 1F: 3 clusters Score -3345281 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3345674.000000 Penalty: 3326.206299
	Iteration 2Q: 3 clusters Score -3345674 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3346125.750000 Penalty: 3326.206299
	Iteration 3Q: 3 clusters Score -3346126 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -3346729.000000 Penalty: 3326.206299
	Iteration 4F: 3 clusters Score -3346729 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3347570.000000 Penalty: 3326.206299
	Iteration 5F: 3 clusters Score -3347570 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3348707.000000 Penalty: 3326.206299
	Iteration 6F: 3 clusters Score -3348707 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -3350302.000000 Penalty: 3326.206299
	Iteration 7F: 3 clusters Score -3350302 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3352082.000000 Penalty: 3326.206299
	Iteration 8F: 3 clusters Score -3352082 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3353670.500000 Penalty: 3326.206299
	Iteration 9Q: 3 clusters Score -3353670 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3354923.750000 Penalty: 3326.206299
	Iteration 10Q: 3 clusters Score -3354924 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3355463.250000 Penalty: 3326.206299
	Iteration 11Q: 3 clusters Score -3355463 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3355606.500000 Penalty: 3326.206299
	Iteration 12Q: 3 clusters Score -3355606 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3355657.000000 Penalty: 3326.206299
	Iteration 13Q: 3 clusters Score -3355657 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3355677.750000 Penalty: 3326.206299
	Iteration 14Q: 3 clusters Score -3355678 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3355694.500000 Penalty: 3326.206299
	Iteration 15Q: 3 clusters Score -3355694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3355703.500000 Penalty: 3326.206299
	Iteration 16Q: 3 clusters Score -3355704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3355712.000000 Penalty: 3326.206299
	Iteration 17Q: 3 clusters Score -3355712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3355721.000000 Penalty: 3326.206299
	Iteration 18Q: 3 clusters Score -3355721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3355726.750000 Penalty: 3326.206299
	Iteration 19Q: 3 clusters Score -3355727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3355733.500000 Penalty: 3326.206299
	Iteration 20F: 3 clusters Score -3355734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3355737.000000 Penalty: 3326.206299
	Iteration 21Q: 3 clusters Score -3355737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3355737.000000 Penalty: 3326.206299
	Iteration 22Q: 3 clusters Score -3355737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3355741.250000 Penalty: 3326.206299
	Iteration 23Q: 3 clusters Score -3355741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3355735.500000 Penalty: 3326.206299
	Iteration 24Q: 3 clusters Score -3355736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3355740.250000 Penalty: 3326.206299
	Iteration 25Q: 3 clusters Score -3355740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3355739.500000 Penalty: 3326.206299
	Iteration 26Q: 3 clusters Score -3355740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3355742.500000 Penalty: 3326.206299
	Iteration 27Q: 3 clusters Score -3355742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3355749.500000 Penalty: 3326.206299
	Iteration 28Q: 3 clusters Score -3355750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3355752.250000 Penalty: 3326.206299
	Iteration 29Q: 3 clusters Score -3355752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3355750.750000 Penalty: 3326.206299
	Iteration 30Q: 3 clusters Score -3355751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3355748.500000 Penalty: 3326.206299
	Iteration 31Q: 3 clusters Score -3355748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3355748.000000 Penalty: 3326.206299
	Iteration 32Q: 3 clusters Score -3355748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3355753.750000 Penalty: 3326.206299
	Iteration 33Q: 3 clusters Score -3355754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3355754.500000 Penalty: 3326.206299
	Iteration 34Q: 3 clusters Score -3355754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3355751.750000 Penalty: 3326.206299
	Iteration 35Q: 3 clusters Score -3355752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3355756.750000 Penalty: 3326.206299
	Iteration 36Q: 3 clusters Score -3355757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3355759.250000 Penalty: 3326.206299
	Iteration 37Q: 3 clusters Score -3355759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3355757.000000 Penalty: 3326.206299
	Iteration 38Q: 3 clusters Score -3355757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3355758.250000 Penalty: 3326.206299
	Iteration 39Q: 3 clusters Score -3355758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3355758.250000 Penalty: 3326.206299
	Iteration 40F: 3 clusters Score -3355758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Entering Unmasked Estep 
Score: -285041.781250 Penalty: 1254.935181
	Iteration 0F: 2 clusters Score -285041.8 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 1143 members 
Entering Unmasked Estep 
Score: -282781.187500 Penalty: 2509.870361
	Iteration 0F: 3 clusters Score -282781.2 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -283301.531250 Penalty: 2509.870361
	Iteration 1F: 3 clusters Score -283301.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -283412.000000 Penalty: 2509.870361
	Iteration 2F: 3 clusters Score -283412 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -283480.906250 Penalty: 2509.870361
	Iteration 3Q: 3 clusters Score -283480.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -283518.500000 Penalty: 2509.870361
	Iteration 4Q: 3 clusters Score -283518.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -283539.281250 Penalty: 2509.870361
	Iteration 5Q: 3 clusters Score -283539.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -283562.531250 Penalty: 2509.870361
	Iteration 6Q: 3 clusters Score -283562.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -283577.531250 Penalty: 2509.870361
	Iteration 7Q: 3 clusters Score -283577.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -283590.500000 Penalty: 2509.870361
	Iteration 8Q: 3 clusters Score -283590.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -283603.375000 Penalty: 2509.870361
	Iteration 9Q: 3 clusters Score -283603.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -283611.062500 Penalty: 2509.870361
	Iteration 10Q: 3 clusters Score -283611.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -283617.968750 Penalty: 2509.870361
	Iteration 11Q: 3 clusters Score -283618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -283625.531250 Penalty: 2509.870361
	Iteration 12Q: 3 clusters Score -283625.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -283630.343750 Penalty: 2509.870361
	Iteration 13Q: 3 clusters Score -283630.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -283633.500000 Penalty: 2509.870361
	Iteration 14Q: 3 clusters Score -283633.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -283637.218750 Penalty: 2509.870361
	Iteration 15Q: 3 clusters Score -283637.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -283639.187500 Penalty: 2509.870361
	Iteration 16Q: 3 clusters Score -283639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -283641.406250 Penalty: 2509.870361
	Iteration 17Q: 3 clusters Score -283641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -283644.656250 Penalty: 2509.870361
	Iteration 18Q: 3 clusters Score -283644.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -283648.468750 Penalty: 2509.870361
	Iteration 19Q: 3 clusters Score -283648.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -283652.062500 Penalty: 2509.870361
	Iteration 20F: 3 clusters Score -283652.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -283658.875000 Penalty: 2509.870361
	Iteration 21Q: 3 clusters Score -283658.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -283663.218750 Penalty: 2509.870361
	Iteration 22Q: 3 clusters Score -283663.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -283665.656250 Penalty: 2509.870361
	Iteration 23Q: 3 clusters Score -283665.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -283670.531250 Penalty: 2509.870361
	Iteration 24Q: 3 clusters Score -283670.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -283674.031250 Penalty: 2509.870361
	Iteration 25Q: 3 clusters Score -283674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -283674.093750 Penalty: 2509.870361
	Iteration 26Q: 3 clusters Score -283674.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -283675.781250 Penalty: 2509.870361
	Iteration 27Q: 3 clusters Score -283675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -283676.875000 Penalty: 2509.870361
	Iteration 28Q: 3 clusters Score -283676.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -283678.437500 Penalty: 2509.870361
	Iteration 29Q: 3 clusters Score -283678.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -283679.968750 Penalty: 2509.870361
	Iteration 30Q: 3 clusters Score -283680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -283680.875000 Penalty: 2509.870361
	Iteration 31Q: 3 clusters Score -283680.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -283681.250000 Penalty: 2509.870361
	Iteration 32Q: 3 clusters Score -283681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -283681.937500 Penalty: 2509.870361
	Iteration 33Q: 3 clusters Score -283681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -283682.500000 Penalty: 2509.870361
	Iteration 34Q: 3 clusters Score -283682.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -283682.937500 Penalty: 2509.870361
	Iteration 35Q: 3 clusters Score -283682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -283683.937500 Penalty: 2509.870361
	Iteration 36Q: 3 clusters Score -283683.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -283684.156250 Penalty: 2509.870361
	Iteration 37Q: 3 clusters Score -283684.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -283684.156250 Penalty: 2509.870361
	Iteration 38F: 3 clusters Score -283684.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (63301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63301 members 
Entering Unmasked Estep 
Score: -7849664.500000 Penalty: 1796.544189
	Iteration 0F: 2 clusters Score -7849664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -7808630.500000 Penalty: 3593.088379
	Iteration 0F: 3 clusters Score -7808630 nChanged 29943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -7825542.500000 Penalty: 3593.088379
	Iteration 1F: 3 clusters Score -7825542 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -7826031.000000 Penalty: 3593.088379
	Iteration 2Q: 3 clusters Score -7826031 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -7826809.000000 Penalty: 3593.088379
	Iteration 3Q: 3 clusters Score -7826809 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -7827948.000000 Penalty: 3593.088379
	Iteration 4Q: 3 clusters Score -7827948 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -7829726.000000 Penalty: 3593.088379
	Iteration 5Q: 3 clusters Score -7829726 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -7832197.000000 Penalty: 3593.088379
	Iteration 6F: 3 clusters Score -7832197 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -7835029.000000 Penalty: 3593.088379
	Iteration 7F: 3 clusters Score -7835029 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -7837724.000000 Penalty: 3593.088379
	Iteration 8F: 3 clusters Score -7837724 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -7839853.500000 Penalty: 3593.088379
	Iteration 9F: 3 clusters Score -7839854 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -7841391.500000 Penalty: 3593.088379
	Iteration 10Q: 3 clusters Score -7841392 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -7842310.500000 Penalty: 3593.088379
	Iteration 11Q: 3 clusters Score -7842310 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -7842714.500000 Penalty: 3593.088379
	Iteration 12Q: 3 clusters Score -7842714 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -7842908.000000 Penalty: 3593.088379
	Iteration 13Q: 3 clusters Score -7842908 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -7843079.500000 Penalty: 3593.088379
	Iteration 14Q: 3 clusters Score -7843080 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -7843149.500000 Penalty: 3593.088379
	Iteration 15Q: 3 clusters Score -7843150 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -7843206.000000 Penalty: 3593.088379
	Iteration 16Q: 3 clusters Score -7843206 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -7843271.000000 Penalty: 3593.088379
	Iteration 17Q: 3 clusters Score -7843271 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -7843308.500000 Penalty: 3593.088379
	Iteration 18Q: 3 clusters Score -7843308 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -7843417.000000 Penalty: 3593.088379
	Iteration 19Q: 3 clusters Score -7843417 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -7843466.000000 Penalty: 3593.088379
	Iteration 20F: 3 clusters Score -7843466 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -7843558.500000 Penalty: 3593.088379
	Iteration 21Q: 3 clusters Score -7843558 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -7843656.000000 Penalty: 3593.088379
	Iteration 22Q: 3 clusters Score -7843656 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -7843725.000000 Penalty: 3593.088379
	Iteration 23Q: 3 clusters Score -7843725 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -7843774.000000 Penalty: 3593.088379
	Iteration 24Q: 3 clusters Score -7843774 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -7843820.500000 Penalty: 3593.088379
	Iteration 25Q: 3 clusters Score -7843820 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -7843845.500000 Penalty: 3593.088379
	Iteration 26Q: 3 clusters Score -7843846 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -7843873.500000 Penalty: 3593.088379
	Iteration 27Q: 3 clusters Score -7843874 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -7843904.000000 Penalty: 3593.088379
	Iteration 28Q: 3 clusters Score -7843904 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -7843948.000000 Penalty: 3593.088379
	Iteration 29Q: 3 clusters Score -7843948 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -7843972.000000 Penalty: 3593.088379
	Iteration 30Q: 3 clusters Score -7843972 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -7844023.500000 Penalty: 3593.088379
	Iteration 31Q: 3 clusters Score -7844024 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -7844085.000000 Penalty: 3593.088379
	Iteration 32Q: 3 clusters Score -7844085 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -7844171.500000 Penalty: 3593.088379
	Iteration 33Q: 3 clusters Score -7844172 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -7844176.000000 Penalty: 3593.088379
	Iteration 34Q: 3 clusters Score -7844176 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -7844197.500000 Penalty: 3593.088379
	Iteration 35Q: 3 clusters Score -7844198 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -7844234.000000 Penalty: 3593.088379
	Iteration 36Q: 3 clusters Score -7844234 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -7844311.500000 Penalty: 3593.088379
	Iteration 37Q: 3 clusters Score -7844312 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -7844335.000000 Penalty: 3593.088379
	Iteration 38Q: 3 clusters Score -7844335 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -7844353.000000 Penalty: 3593.088379
	Iteration 39Q: 3 clusters Score -7844353 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -7844407.000000 Penalty: 3593.088379
	Iteration 40F: 3 clusters Score -7844407 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -7844440.500000 Penalty: 3593.088379
	Iteration 41Q: 3 clusters Score -7844440 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -7844469.500000 Penalty: 3593.088379
	Iteration 42Q: 3 clusters Score -7844470 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -7844480.500000 Penalty: 3593.088379
	Iteration 43Q: 3 clusters Score -7844480 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -7844543.500000 Penalty: 3593.088379
	Iteration 44Q: 3 clusters Score -7844544 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -7844563.500000 Penalty: 3593.088379
	Iteration 45Q: 3 clusters Score -7844564 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7844618 nChanged 367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7844689 nChanged 366
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7844703 nChanged 362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7844732 nChanged 359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7844749 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7844773 nChanged 433
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7844840 nChanged 405
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7844906 nChanged 397
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7844965 nChanged 407
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7844986 nChanged 389
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Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7845030 nChanged 420
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7845069 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7845129 nChanged 450
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Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7845172 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7845242 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7845298 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -7845336.000000 Penalty: 3593.088379
	Iteration 62Q: 3 clusters Score -7845336 nChanged 536
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -7845394.500000 Penalty: 3593.088379
	Iteration 63Q: 3 clusters Score -7845394 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7845465 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -7845565.500000 Penalty: 3593.088379
	Iteration 65Q: 3 clusters Score -7845566 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -7845662.500000 Penalty: 3593.088379
	Iteration 66Q: 3 clusters Score -7845662 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7845818 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -7845972.000000 Penalty: 3593.088379
	Iteration 68Q: 3 clusters Score -7845972 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7846086 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7846186 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7846335 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -7846463.000000 Penalty: 3593.088379
	Iteration 72Q: 3 clusters Score -7846463 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7846545 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7846698 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -7846835.000000 Penalty: 3593.088379
	Iteration 75Q: 3 clusters Score -7846835 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7846960 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7847140 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -7847331.500000 Penalty: 3593.088379
	Iteration 78Q: 3 clusters Score -7847332 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7847537 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7847656 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7847854 nChanged 1235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7847970 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7848094 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7848258 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7848409 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7848588 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7848684 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57883 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -7848759.000000 Penalty: 3593.088379
	Iteration 88Q: 3 clusters Score -7848759 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -7848793.000000 Penalty: 3593.088379
	Iteration 89Q: 3 clusters Score -7848793 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -7848880.000000 Penalty: 3593.088379
	Iteration 90Q: 3 clusters Score -7848880 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -7848882.000000 Penalty: 3593.088379
	Iteration 91Q: 3 clusters Score -7848882 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7848896 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59850 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -7848893.000000 Penalty: 3593.088379
	Iteration 93Q: 3 clusters Score -7848893 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -7848870.500000 Penalty: 3593.088379
	Iteration 94Q: 3 clusters Score -7848870 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -7848900.500000 Penalty: 3593.088379
	Iteration 95Q: 3 clusters Score -7848900 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -7848916.000000 Penalty: 3593.088379
	Iteration 96Q: 3 clusters Score -7848916 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -7848911.000000 Penalty: 3593.088379
	Iteration 97Q: 3 clusters Score -7848911 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -7848919.500000 Penalty: 3593.088379
	Iteration 98Q: 3 clusters Score -7848920 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -7848891.500000 Penalty: 3593.088379
	Iteration 99Q: 3 clusters Score -7848892 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60866 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -7848894.000000 Penalty: 3593.088379
	Iteration 100F: 3 clusters Score -7848894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7848902.500000 Penalty: 3593.088379
	Iteration 101Q: 3 clusters Score -7848902 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61061 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -7848887.000000 Penalty: 3593.088379
	Iteration 102Q: 3 clusters Score -7848887 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61134 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -7848895.500000 Penalty: 3593.088379
	Iteration 103Q: 3 clusters Score -7848896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -7848865.000000 Penalty: 3593.088379
	Iteration 104Q: 3 clusters Score -7848865 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -7848867.500000 Penalty: 3593.088379
	Iteration 105Q: 3 clusters Score -7848868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61286 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7848877.500000 Penalty: 3593.088379
	Iteration 106Q: 3 clusters Score -7848878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7848860.500000 Penalty: 3593.088379
	Iteration 107Q: 3 clusters Score -7848860 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -7848848.000000 Penalty: 3593.088379
	Iteration 108Q: 3 clusters Score -7848848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61402 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -7848856.000000 Penalty: 3593.088379
	Iteration 109Q: 3 clusters Score -7848856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -7848857.000000 Penalty: 3593.088379
	Iteration 110Q: 3 clusters Score -7848857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7848832.500000 Penalty: 3593.088379
	Iteration 111Q: 3 clusters Score -7848832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7848835.000000 Penalty: 3593.088379
	Iteration 112Q: 3 clusters Score -7848835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7848833.500000 Penalty: 3593.088379
	Iteration 113Q: 3 clusters Score -7848834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7848828.000000 Penalty: 3593.088379
	Iteration 114Q: 3 clusters Score -7848828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7848835.000000 Penalty: 3593.088379
	Iteration 115Q: 3 clusters Score -7848835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7848837.500000 Penalty: 3593.088379
	Iteration 116Q: 3 clusters Score -7848838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7848822.000000 Penalty: 3593.088379
	Iteration 117Q: 3 clusters Score -7848822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7848813.500000 Penalty: 3593.088379
	Iteration 118Q: 3 clusters Score -7848814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61667 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7848804.000000 Penalty: 3593.088379
	Iteration 119Q: 3 clusters Score -7848804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61684 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -7848811.500000 Penalty: 3593.088379
	Iteration 120F: 3 clusters Score -7848812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7848804.000000 Penalty: 3593.088379
	Iteration 121Q: 3 clusters Score -7848804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7848798.000000 Penalty: 3593.088379
	Iteration 122Q: 3 clusters Score -7848798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -7848804.500000 Penalty: 3593.088379
	Iteration 123Q: 3 clusters Score -7848804 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61742 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7848808.000000 Penalty: 3593.088379
	Iteration 124Q: 3 clusters Score -7848808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -7848806.500000 Penalty: 3593.088379
	Iteration 125Q: 3 clusters Score -7848806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61784 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7848804.000000 Penalty: 3593.088379
	Iteration 126Q: 3 clusters Score -7848804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7848792.500000 Penalty: 3593.088379
	Iteration 127Q: 3 clusters Score -7848792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7848789.500000 Penalty: 3593.088379
	Iteration 128Q: 3 clusters Score -7848790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7848794.000000 Penalty: 3593.088379
	Iteration 129Q: 3 clusters Score -7848794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7848797.000000 Penalty: 3593.088379
	Iteration 130Q: 3 clusters Score -7848797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7848797.500000 Penalty: 3593.088379
	Iteration 131Q: 3 clusters Score -7848798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7848802.000000 Penalty: 3593.088379
	Iteration 132Q: 3 clusters Score -7848802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -7848792.000000 Penalty: 3593.088379
	Iteration 133Q: 3 clusters Score -7848792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7848792.000000 Penalty: 3593.088379
	Iteration 134Q: 3 clusters Score -7848792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61865 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7848790.000000 Penalty: 3593.088379
	Iteration 135Q: 3 clusters Score -7848790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61865 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7848790.000000 Penalty: 3593.088379
	Iteration 136F: 3 clusters Score -7848790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6640 members 
Entering Unmasked Estep 
Score: -826154.562500 Penalty: 1430.140869
	Iteration 0F: 2 clusters Score -826154.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -821135.562500 Penalty: 2860.281738
	Iteration 0F: 3 clusters Score -821135.6 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -822647.062500 Penalty: 2860.281738
	Iteration 1F: 3 clusters Score -822647.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -822908.562500 Penalty: 2860.281738
	Iteration 2F: 3 clusters Score -822908.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -823090.500000 Penalty: 2860.281738
	Iteration 3F: 3 clusters Score -823090.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -823257.937500 Penalty: 2860.281738
	Iteration 4Q: 3 clusters Score -823257.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -823471.937500 Penalty: 2860.281738
	Iteration 5Q: 3 clusters Score -823471.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -823700.687500 Penalty: 2860.281738
	Iteration 6Q: 3 clusters Score -823700.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -823904.687500 Penalty: 2860.281738
	Iteration 7Q: 3 clusters Score -823904.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -824071.500000 Penalty: 2860.281738
	Iteration 8Q: 3 clusters Score -824071.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -824258.625000 Penalty: 2860.281738
	Iteration 9Q: 3 clusters Score -824258.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -824405.500000 Penalty: 2860.281738
	Iteration 10Q: 3 clusters Score -824405.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -824505.312500 Penalty: 2860.281738
	Iteration 11Q: 3 clusters Score -824505.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -824597.625000 Penalty: 2860.281738
	Iteration 12Q: 3 clusters Score -824597.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -824672.125000 Penalty: 2860.281738
	Iteration 13Q: 3 clusters Score -824672.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -824744.687500 Penalty: 2860.281738
	Iteration 14Q: 3 clusters Score -824744.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -824791.875000 Penalty: 2860.281738
	Iteration 15Q: 3 clusters Score -824791.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -824818.562500 Penalty: 2860.281738
	Iteration 16Q: 3 clusters Score -824818.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -824836.312500 Penalty: 2860.281738
	Iteration 17Q: 3 clusters Score -824836.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -824848.312500 Penalty: 2860.281738
	Iteration 18Q: 3 clusters Score -824848.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -824860.437500 Penalty: 2860.281738
	Iteration 19Q: 3 clusters Score -824860.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -824879.062500 Penalty: 2860.281738
	Iteration 20F: 3 clusters Score -824879.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -824889.125000 Penalty: 2860.281738
	Iteration 21Q: 3 clusters Score -824889.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -824901.062500 Penalty: 2860.281738
	Iteration 22Q: 3 clusters Score -824901.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -824905.625000 Penalty: 2860.281738
	Iteration 23Q: 3 clusters Score -824905.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -824912.437500 Penalty: 2860.281738
	Iteration 24Q: 3 clusters Score -824912.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -824919.187500 Penalty: 2860.281738
	Iteration 25Q: 3 clusters Score -824919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -824921.687500 Penalty: 2860.281738
	Iteration 26Q: 3 clusters Score -824921.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -824926.125000 Penalty: 2860.281738
	Iteration 27Q: 3 clusters Score -824926.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -824927.500000 Penalty: 2860.281738
	Iteration 28Q: 3 clusters Score -824927.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -824929.812500 Penalty: 2860.281738
	Iteration 29Q: 3 clusters Score -824929.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -824933.812500 Penalty: 2860.281738
	Iteration 30Q: 3 clusters Score -824933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -824934.562500 Penalty: 2860.281738
	Iteration 31Q: 3 clusters Score -824934.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -824937.750000 Penalty: 2860.281738
	Iteration 32Q: 3 clusters Score -824937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -824942.375000 Penalty: 2860.281738
	Iteration 33Q: 3 clusters Score -824942.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -824944.500000 Penalty: 2860.281738
	Iteration 34Q: 3 clusters Score -824944.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -824943.875000 Penalty: 2860.281738
	Iteration 35Q: 3 clusters Score -824943.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -824945.375000 Penalty: 2860.281738
	Iteration 36Q: 3 clusters Score -824945.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -824945.625000 Penalty: 2860.281738
	Iteration 37Q: 3 clusters Score -824945.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -824945.625000 Penalty: 2860.281738
	Iteration 38F: 3 clusters Score -824945.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (60200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60200 members 
Entering Unmasked Estep 
Score: -7491004.500000 Penalty: 1788.381958
	Iteration 0F: 2 clusters Score -7491004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -7450890.500000 Penalty: 3576.763916
	Iteration 0F: 3 clusters Score -7450890 nChanged 28671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -7467082.500000 Penalty: 3576.763916
	Iteration 1F: 3 clusters Score -7467082 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -7467540.500000 Penalty: 3576.763916
	Iteration 2Q: 3 clusters Score -7467540 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -7467958.000000 Penalty: 3576.763916
	Iteration 3Q: 3 clusters Score -7467958 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -7468511.000000 Penalty: 3576.763916
	Iteration 4Q: 3 clusters Score -7468511 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -7469214.500000 Penalty: 3576.763916
	Iteration 5Q: 3 clusters Score -7469214 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -7470581.000000 Penalty: 3576.763916
	Iteration 6Q: 3 clusters Score -7470581 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -7472964.500000 Penalty: 3576.763916
	Iteration 7F: 3 clusters Score -7472964 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -7476782.000000 Penalty: 3576.763916
	Iteration 8F: 3 clusters Score -7476782 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -7481590.000000 Penalty: 3576.763916
	Iteration 9F: 3 clusters Score -7481590 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -7485782.000000 Penalty: 3576.763916
	Iteration 10F: 3 clusters Score -7485782 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -7488200.500000 Penalty: 3576.763916
	Iteration 11Q: 3 clusters Score -7488200 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
Score: -7489011.000000 Penalty: 3576.763916
	Iteration 12Q: 3 clusters Score -7489011 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -7489244.500000 Penalty: 3576.763916
	Iteration 13Q: 3 clusters Score -7489244 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -7489332.500000 Penalty: 3576.763916
	Iteration 14Q: 3 clusters Score -7489332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -7489377.000000 Penalty: 3576.763916
	Iteration 15Q: 3 clusters Score -7489377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -7489407.500000 Penalty: 3576.763916
	Iteration 16Q: 3 clusters Score -7489408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 60013 members 
Entering Unmasked Estep 
Score: -7489418.500000 Penalty: 3576.763916
	Iteration 17Q: 3 clusters Score -7489418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -7489432.500000 Penalty: 3576.763916
	Iteration 18Q: 3 clusters Score -7489432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -7489433.500000 Penalty: 3576.763916
	Iteration 19Q: 3 clusters Score -7489434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 60025 members 
Entering Unmasked Estep 
Score: -7489436.000000 Penalty: 3576.763916
	Iteration 20F: 3 clusters Score -7489436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -7489434.500000 Penalty: 3576.763916
	Iteration 21Q: 3 clusters Score -7489434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -7489435.000000 Penalty: 3576.763916
	Iteration 22Q: 3 clusters Score -7489435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -7489441.000000 Penalty: 3576.763916
	Iteration 23Q: 3 clusters Score -7489441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -7489441.000000 Penalty: 3576.763916
	Iteration 24F: 3 clusters Score -7489441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1364872.375000 Penalty: 1509.547241
	Iteration 0F: 2 clusters Score -1364872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1357088.500000 Penalty: 3019.094482
	Iteration 0F: 3 clusters Score -1357088 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1359592.500000 Penalty: 3019.094482
	Iteration 1F: 3 clusters Score -1359592 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1359778.125000 Penalty: 3019.094482
	Iteration 2Q: 3 clusters Score -1359778 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1359929.625000 Penalty: 3019.094482
	Iteration 3Q: 3 clusters Score -1359930 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1360060.000000 Penalty: 3019.094482
	Iteration 4Q: 3 clusters Score -1360060 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1360159.625000 Penalty: 3019.094482
	Iteration 5Q: 3 clusters Score -1360160 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1360256.750000 Penalty: 3019.094482
	Iteration 6Q: 3 clusters Score -1360257 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1360329.250000 Penalty: 3019.094482
	Iteration 7Q: 3 clusters Score -1360329 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1360377.750000 Penalty: 3019.094482
	Iteration 8Q: 3 clusters Score -1360378 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1360425.500000 Penalty: 3019.094482
	Iteration 9Q: 3 clusters Score -1360426 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1360482.500000 Penalty: 3019.094482
	Iteration 10Q: 3 clusters Score -1360482 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1360545.375000 Penalty: 3019.094482
	Iteration 11Q: 3 clusters Score -1360545 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1360611.875000 Penalty: 3019.094482
	Iteration 12Q: 3 clusters Score -1360612 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1360685.875000 Penalty: 3019.094482
	Iteration 13Q: 3 clusters Score -1360686 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1360793.625000 Penalty: 3019.094482
	Iteration 14Q: 3 clusters Score -1360794 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1360938.500000 Penalty: 3019.094482
	Iteration 15Q: 3 clusters Score -1360938 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1361125.375000 Penalty: 3019.094482
	Iteration 16Q: 3 clusters Score -1361125 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1361328.125000 Penalty: 3019.094482
	Iteration 17Q: 3 clusters Score -1361328 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1361593.000000 Penalty: 3019.094482
	Iteration 18Q: 3 clusters Score -1361593 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1361909.750000 Penalty: 3019.094482
	Iteration 19Q: 3 clusters Score -1361910 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1362280.125000 Penalty: 3019.094482
	Iteration 20F: 3 clusters Score -1362280 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1362621.000000 Penalty: 3019.094482
	Iteration 21Q: 3 clusters Score -1362621 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1362885.000000 Penalty: 3019.094482
	Iteration 22Q: 3 clusters Score -1362885 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1363084.625000 Penalty: 3019.094482
	Iteration 23Q: 3 clusters Score -1363085 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1363225.875000 Penalty: 3019.094482
	Iteration 24Q: 3 clusters Score -1363226 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1363324.375000 Penalty: 3019.094482
	Iteration 25Q: 3 clusters Score -1363324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1363393.000000 Penalty: 3019.094482
	Iteration 26Q: 3 clusters Score -1363393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1363440.125000 Penalty: 3019.094482
	Iteration 27Q: 3 clusters Score -1363440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1363463.750000 Penalty: 3019.094482
	Iteration 28Q: 3 clusters Score -1363464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1363479.375000 Penalty: 3019.094482
	Iteration 29Q: 3 clusters Score -1363479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1363498.875000 Penalty: 3019.094482
	Iteration 30Q: 3 clusters Score -1363499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1363510.000000 Penalty: 3019.094482
	Iteration 31Q: 3 clusters Score -1363510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1363522.000000 Penalty: 3019.094482
	Iteration 32Q: 3 clusters Score -1363522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1363531.625000 Penalty: 3019.094482
	Iteration 33Q: 3 clusters Score -1363532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1363534.750000 Penalty: 3019.094482
	Iteration 34Q: 3 clusters Score -1363535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1363538.625000 Penalty: 3019.094482
	Iteration 35Q: 3 clusters Score -1363539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1363542.250000 Penalty: 3019.094482
	Iteration 36Q: 3 clusters Score -1363542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1363543.875000 Penalty: 3019.094482
	Iteration 37Q: 3 clusters Score -1363544 nChanged 2
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: -1363544.500000 Penalty: 3019.094482
	Iteration 38Q: 3 clusters Score -1363544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1363548.750000 Penalty: 3019.094482
	Iteration 39Q: 3 clusters Score -1363549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1363549.125000 Penalty: 3019.094482
	Iteration 40F: 3 clusters Score -1363549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1363551.750000 Penalty: 3019.094482
	Iteration 41Q: 3 clusters Score -1363552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1363551.500000 Penalty: 3019.094482
	Iteration 42Q: 3 clusters Score -1363552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1363551.500000 Penalty: 3019.094482
	Iteration 43F: 3 clusters Score -1363552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Entering Unmasked Estep 
Score: -6087499.500000 Penalty: 1754.997437
	Iteration 0F: 2 clusters Score -6087500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -6054706.000000 Penalty: 3509.994873
	Iteration 0F: 3 clusters Score -6054706 nChanged 23043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -6067682.000000 Penalty: 3509.994873
	Iteration 1F: 3 clusters Score -6067682 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -6068328.500000 Penalty: 3509.994873
	Iteration 2Q: 3 clusters Score -6068328 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -6069120.500000 Penalty: 3509.994873
	Iteration 3Q: 3 clusters Score -6069120 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -6070190.000000 Penalty: 3509.994873
	Iteration 4Q: 3 clusters Score -6070190 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -6071898.500000 Penalty: 3509.994873
	Iteration 5F: 3 clusters Score -6071898 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -6074260.000000 Penalty: 3509.994873
	Iteration 6F: 3 clusters Score -6074260 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -6077273.500000 Penalty: 3509.994873
	Iteration 7F: 3 clusters Score -6077274 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -6080107.500000 Penalty: 3509.994873
	Iteration 8F: 3 clusters Score -6080108 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -6081980.500000 Penalty: 3509.994873
	Iteration 9F: 3 clusters Score -6081980 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -6082897.000000 Penalty: 3509.994873
	Iteration 10Q: 3 clusters Score -6082897 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -6083395.500000 Penalty: 3509.994873
	Iteration 11Q: 3 clusters Score -6083396 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -6083778.500000 Penalty: 3509.994873
	Iteration 12Q: 3 clusters Score -6083778 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -6084098.500000 Penalty: 3509.994873
	Iteration 13Q: 3 clusters Score -6084098 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -6084316.000000 Penalty: 3509.994873
	Iteration 14Q: 3 clusters Score -6084316 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -6084570.500000 Penalty: 3509.994873
	Iteration 15Q: 3 clusters Score -6084570 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -6084763.500000 Penalty: 3509.994873
	Iteration 16Q: 3 clusters Score -6084764 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -6084903.500000 Penalty: 3509.994873
	Iteration 17Q: 3 clusters Score -6084904 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -6085064.500000 Penalty: 3509.994873
	Iteration 18Q: 3 clusters Score -6085064 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -6085182.000000 Penalty: 3509.994873
	Iteration 19Q: 3 clusters Score -6085182 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -6085296.500000 Penalty: 3509.994873
	Iteration 20F: 3 clusters Score -6085296 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -6085423.000000 Penalty: 3509.994873
	Iteration 21Q: 3 clusters Score -6085423 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -6085514.000000 Penalty: 3509.994873
	Iteration 22Q: 3 clusters Score -6085514 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -6085577.000000 Penalty: 3509.994873
	Iteration 23Q: 3 clusters Score -6085577 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -6085672.500000 Penalty: 3509.994873
	Iteration 24Q: 3 clusters Score -6085672 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -6085753.500000 Penalty: 3509.994873
	Iteration 25Q: 3 clusters Score -6085754 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -6085790.000000 Penalty: 3509.994873
	Iteration 26Q: 3 clusters Score -6085790 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -6085866.000000 Penalty: 3509.994873
	Iteration 27Q: 3 clusters Score -6085866 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -6085916.500000 Penalty: 3509.994873
	Iteration 28Q: 3 clusters Score -6085916 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -6085969.500000 Penalty: 3509.994873
	Iteration 29Q: 3 clusters Score -6085970 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -6086028.500000 Penalty: 3509.994873
	Iteration 30Q: 3 clusters Score -6086028 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -6086046.000000 Penalty: 3509.994873
	Iteration 31Q: 3 clusters Score -6086046 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -6086070.000000 Penalty: 3509.994873
	Iteration 32Q: 3 clusters Score -6086070 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -6086109.500000 Penalty: 3509.994873
	Iteration 33Q: 3 clusters Score -6086110 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -6086141.000000 Penalty: 3509.994873
	Iteration 34Q: 3 clusters Score -6086141 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -6086159.000000 Penalty: 3509.994873
	Iteration 35Q: 3 clusters Score -6086159 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -6086186.000000 Penalty: 3509.994873
	Iteration 36Q: 3 clusters Score -6086186 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -6086207.000000 Penalty: 3509.994873
	Iteration 37Q: 3 clusters Score -6086207 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -6086216.000000 Penalty: 3509.994873
	Iteration 38Q: 3 clusters Score -6086216 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -6086215.000000 Penalty: 3509.994873
	Iteration 39Q: 3 clusters Score -6086215 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -6086231.000000 Penalty: 3509.994873
	Iteration 40F: 3 clusters Score -6086231 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -6086236.000000 Penalty: 3509.994873
	Iteration 41Q: 3 clusters Score -6086236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -6086240.500000 Penalty: 3509.994873
	Iteration 42Q: 3 clusters Score -6086240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -6086241.500000 Penalty: 3509.994873
	Iteration 43Q: 3 clusters Score -6086242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -6086246.000000 Penalty: 3509.994873
	Iteration 44Q: 3 clusters Score -6086246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -6086246.500000 Penalty: 3509.994873
	Iteration 45Q: 3 clusters Score -6086246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -6086242.000000 Penalty: 3509.994873
	Iteration 46Q: 3 clusters Score -6086242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -6086264.500000 Penalty: 3509.994873
	Iteration 47Q: 3 clusters Score -6086264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -6086266.000000 Penalty: 3509.994873
	Iteration 48Q: 3 clusters Score -6086266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -6086265.000000 Penalty: 3509.994873
	Iteration 49Q: 3 clusters Score -6086265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -6086276.000000 Penalty: 3509.994873
	Iteration 50Q: 3 clusters Score -6086276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6086274.000000 Penalty: 3509.994873
	Iteration 51Q: 3 clusters Score -6086274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -6086282.000000 Penalty: 3509.994873
	Iteration 52Q: 3 clusters Score -6086282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -6086282.500000 Penalty: 3509.994873
	Iteration 53Q: 3 clusters Score -6086282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -6086285.000000 Penalty: 3509.994873
	Iteration 54Q: 3 clusters Score -6086285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -6086298.500000 Penalty: 3509.994873
	Iteration 55Q: 3 clusters Score -6086298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -6086292.500000 Penalty: 3509.994873
	Iteration 56Q: 3 clusters Score -6086292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -6086289.000000 Penalty: 3509.994873
	Iteration 57Q: 3 clusters Score -6086289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -6086288.500000 Penalty: 3509.994873
	Iteration 58Q: 3 clusters Score -6086288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -6086298.500000 Penalty: 3509.994873
	Iteration 59Q: 3 clusters Score -6086298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -6086299.000000 Penalty: 3509.994873
	Iteration 60F: 3 clusters Score -6086299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -6086298.000000 Penalty: 3509.994873
	Iteration 61Q: 3 clusters Score -6086298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -6086301.500000 Penalty: 3509.994873
	Iteration 62Q: 3 clusters Score -6086302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -6086311.500000 Penalty: 3509.994873
	Iteration 63Q: 3 clusters Score -6086312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -6086310.500000 Penalty: 3509.994873
	Iteration 64Q: 3 clusters Score -6086310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -6086318.500000 Penalty: 3509.994873
	Iteration 65Q: 3 clusters Score -6086318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6086311.500000 Penalty: 3509.994873
	Iteration 66Q: 3 clusters Score -6086312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -6086318.500000 Penalty: 3509.994873
	Iteration 67Q: 3 clusters Score -6086318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -6086316.000000 Penalty: 3509.994873
	Iteration 68Q: 3 clusters Score -6086316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6086316.500000 Penalty: 3509.994873
	Iteration 69Q: 3 clusters Score -6086316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6086310.500000 Penalty: 3509.994873
	Iteration 70Q: 3 clusters Score -6086310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -6086311.000000 Penalty: 3509.994873
	Iteration 71Q: 3 clusters Score -6086311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -6086313.000000 Penalty: 3509.994873
	Iteration 72Q: 3 clusters Score -6086313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -6086315.500000 Penalty: 3509.994873
	Iteration 73Q: 3 clusters Score -6086316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -6086312.500000 Penalty: 3509.994873
	Iteration 74Q: 3 clusters Score -6086312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -6086316.500000 Penalty: 3509.994873
	Iteration 75Q: 3 clusters Score -6086316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -6086311.500000 Penalty: 3509.994873
	Iteration 76Q: 3 clusters Score -6086312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -6086311.500000 Penalty: 3509.994873
	Iteration 77Q: 3 clusters Score -6086312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -6086312.500000 Penalty: 3509.994873
	Iteration 78Q: 3 clusters Score -6086312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -6086312.500000 Penalty: 3509.994873
	Iteration 79F: 3 clusters Score -6086312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Entering Unmasked Estep 
Score: -545028.750000 Penalty: 1373.781616
	Iteration 0F: 2 clusters Score -545028.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -541298.062500 Penalty: 2747.563232
	Iteration 0F: 3 clusters Score -541298.1 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -542598.437500 Penalty: 2747.563232
	Iteration 1F: 3 clusters Score -542598.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -543096.250000 Penalty: 2747.563232
	Iteration 2F: 3 clusters Score -543096.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -543670.125000 Penalty: 2747.563232
	Iteration 3F: 3 clusters Score -543670.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -544239.937500 Penalty: 2747.563232
	Iteration 4F: 3 clusters Score -544239.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -544649.125000 Penalty: 2747.563232
	Iteration 5F: 3 clusters Score -544649.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -544890.812500 Penalty: 2747.563232
	Iteration 6F: 3 clusters Score -544890.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -545024.375000 Penalty: 2747.563232
	Iteration 7Q: 3 clusters Score -545024.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -545108.437500 Penalty: 2747.563232
	Iteration 8Q: 3 clusters Score -545108.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -545165.562500 Penalty: 2747.563232
	Iteration 9Q: 3 clusters Score -545165.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -545198.437500 Penalty: 2747.563232
	Iteration 10Q: 3 clusters Score -545198.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -545215.875000 Penalty: 2747.563232
	Iteration 11Q: 3 clusters Score -545215.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -545229.437500 Penalty: 2747.563232
	Iteration 12Q: 3 clusters Score -545229.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -545233.875000 Penalty: 2747.563232
	Iteration 13Q: 3 clusters Score -545233.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -545236.500000 Penalty: 2747.563232
	Iteration 14Q: 3 clusters Score -545236.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -545237.937500 Penalty: 2747.563232
	Iteration 15Q: 3 clusters Score -545237.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -545242.750000 Penalty: 2747.563232
	Iteration 16Q: 3 clusters Score -545242.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -545247.500000 Penalty: 2747.563232
	Iteration 17Q: 3 clusters Score -545247.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -545251.250000 Penalty: 2747.563232
	Iteration 18Q: 3 clusters Score -545251.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -545253.625000 Penalty: 2747.563232
	Iteration 19Q: 3 clusters Score -545253.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -545255.187500 Penalty: 2747.563232
	Iteration 20F: 3 clusters Score -545255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -545255.437500 Penalty: 2747.563232
	Iteration 21Q: 3 clusters Score -545255.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -545256.937500 Penalty: 2747.563232
	Iteration 22Q: 3 clusters Score -545256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -545256.750000 Penalty: 2747.563232
	Iteration 23Q: 3 clusters Score -545256.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -545256.750000 Penalty: 2747.563232
	Iteration 24F: 3 clusters Score -545256.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 65885 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 68829 members 
Mstep: Class 5 contains 29713 members 
Mstep: Class 6 contains 43473 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 27847 members 
Mstep: Class 10 contains 2259 members 
Mstep: Class 11 contains 63301 members 
Mstep: Class 12 contains 6640 members 
Mstep: Class 13 contains 60200 members 
Mstep: Class 14 contains 10824 members 
Mstep: Class 15 contains 49020 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 70189 members 
Mstep: Class 20 contains 1853 members 
Mstep: Class 21 contains 74458 members 
Entering Unmasked Estep 
Score: -75553032.000000 Penalty: 41185.773438
Splitting cluster 18 changes total score from -75546936.000000 to -75553032.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 19 (70189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Entering Unmasked Estep 
Score: -8743680.000000 Penalty: 1813.328857
	Iteration 0F: 2 clusters Score -8743680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -8697654.000000 Penalty: 3626.657715
	Iteration 0F: 3 clusters Score -8697654 nChanged 33281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -8716782.000000 Penalty: 3626.657715
	Iteration 1F: 3 clusters Score -8716782 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -8717403.000000 Penalty: 3626.657715
	Iteration 2Q: 3 clusters Score -8717403 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -8718193.000000 Penalty: 3626.657715
	Iteration 3Q: 3 clusters Score -8718193 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -8719456.000000 Penalty: 3626.657715
	Iteration 4Q: 3 clusters Score -8719456 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -8721255.000000 Penalty: 3626.657715
	Iteration 5F: 3 clusters Score -8721255 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -8723878.000000 Penalty: 3626.657715
	Iteration 6F: 3 clusters Score -8723878 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -8727503.000000 Penalty: 3626.657715
	Iteration 7F: 3 clusters Score -8727503 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -8731694.000000 Penalty: 3626.657715
	Iteration 8F: 3 clusters Score -8731694 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -8734868.000000 Penalty: 3626.657715
	Iteration 9F: 3 clusters Score -8734868 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -8736459.000000 Penalty: 3626.657715
	Iteration 10Q: 3 clusters Score -8736459 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -8737158.000000 Penalty: 3626.657715
	Iteration 11Q: 3 clusters Score -8737158 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -8737654.000000 Penalty: 3626.657715
	Iteration 12Q: 3 clusters Score -8737654 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -8737996.000000 Penalty: 3626.657715
	Iteration 13Q: 3 clusters Score -8737996 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -8738335.000000 Penalty: 3626.657715
	Iteration 14Q: 3 clusters Score -8738335 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -8738675.000000 Penalty: 3626.657715
	Iteration 15Q: 3 clusters Score -8738675 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -8738995.000000 Penalty: 3626.657715
	Iteration 16Q: 3 clusters Score -8738995 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -8739296.000000 Penalty: 3626.657715
	Iteration 17Q: 3 clusters Score -8739296 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -8739599.000000 Penalty: 3626.657715
	Iteration 18Q: 3 clusters Score -8739599 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -8739903.000000 Penalty: 3626.657715
	Iteration 19Q: 3 clusters Score -8739903 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60665 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -8740203.000000 Penalty: 3626.657715
	Iteration 20F: 3 clusters Score -8740203 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -8740453.000000 Penalty: 3626.657715
	Iteration 21Q: 3 clusters Score -8740453 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62287 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -8740716.000000 Penalty: 3626.657715
	Iteration 22Q: 3 clusters Score -8740716 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62995 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -8740876.000000 Penalty: 3626.657715
	Iteration 23Q: 3 clusters Score -8740876 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -8741059.000000 Penalty: 3626.657715
	Iteration 24Q: 3 clusters Score -8741059 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -8741252.000000 Penalty: 3626.657715
	Iteration 25Q: 3 clusters Score -8741252 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64850 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -8741368.000000 Penalty: 3626.657715
	Iteration 26Q: 3 clusters Score -8741368 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65354 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -8741506.000000 Penalty: 3626.657715
	Iteration 27Q: 3 clusters Score -8741506 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65809 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -8741622.000000 Penalty: 3626.657715
	Iteration 28Q: 3 clusters Score -8741622 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -8741742.000000 Penalty: 3626.657715
	Iteration 29Q: 3 clusters Score -8741742 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -8741878.000000 Penalty: 3626.657715
	Iteration 30Q: 3 clusters Score -8741878 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67040 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -8741946.000000 Penalty: 3626.657715
	Iteration 31Q: 3 clusters Score -8741946 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67391 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8742078.000000 Penalty: 3626.657715
	Iteration 32Q: 3 clusters Score -8742078 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -8742142.000000 Penalty: 3626.657715
	Iteration 33Q: 3 clusters Score -8742142 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8742204.000000 Penalty: 3626.657715
	Iteration 34Q: 3 clusters Score -8742204 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -8742229.000000 Penalty: 3626.657715
	Iteration 35Q: 3 clusters Score -8742229 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -8742292.000000 Penalty: 3626.657715
	Iteration 36Q: 3 clusters Score -8742292 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68393 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -8742322.000000 Penalty: 3626.657715
	Iteration 37Q: 3 clusters Score -8742322 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -8742352.000000 Penalty: 3626.657715
	Iteration 38Q: 3 clusters Score -8742352 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8742351.000000 Penalty: 3626.657715
	Iteration 39Q: 3 clusters Score -8742351 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8742366.000000 Penalty: 3626.657715
	Iteration 40F: 3 clusters Score -8742366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8742371.000000 Penalty: 3626.657715
	Iteration 41Q: 3 clusters Score -8742371 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8742394.000000 Penalty: 3626.657715
	Iteration 42Q: 3 clusters Score -8742394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8742412.000000 Penalty: 3626.657715
	Iteration 43Q: 3 clusters Score -8742412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8742409.000000 Penalty: 3626.657715
	Iteration 44Q: 3 clusters Score -8742409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68849 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8742417.000000 Penalty: 3626.657715
	Iteration 45Q: 3 clusters Score -8742417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68880 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8742415.000000 Penalty: 3626.657715
	Iteration 46Q: 3 clusters Score -8742415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8742417.000000 Penalty: 3626.657715
	Iteration 47Q: 3 clusters Score -8742417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68955 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8742423.000000 Penalty: 3626.657715
	Iteration 48Q: 3 clusters Score -8742423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68985 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8742433.000000 Penalty: 3626.657715
	Iteration 49Q: 3 clusters Score -8742433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8742418.000000 Penalty: 3626.657715
	Iteration 50Q: 3 clusters Score -8742418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69032 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8742420.000000 Penalty: 3626.657715
	Iteration 51Q: 3 clusters Score -8742420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8742425.000000 Penalty: 3626.657715
	Iteration 52Q: 3 clusters Score -8742425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8742433.000000 Penalty: 3626.657715
	Iteration 53Q: 3 clusters Score -8742433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8742423.000000 Penalty: 3626.657715
	Iteration 54Q: 3 clusters Score -8742423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69118 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8742436.000000 Penalty: 3626.657715
	Iteration 55Q: 3 clusters Score -8742436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8742428.000000 Penalty: 3626.657715
	Iteration 56Q: 3 clusters Score -8742428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69145 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8742419.000000 Penalty: 3626.657715
	Iteration 57Q: 3 clusters Score -8742419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8742427.000000 Penalty: 3626.657715
	Iteration 58Q: 3 clusters Score -8742427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69170 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8742440.000000 Penalty: 3626.657715
	Iteration 59Q: 3 clusters Score -8742440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8742450.000000 Penalty: 3626.657715
	Iteration 60F: 3 clusters Score -8742450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8742447.000000 Penalty: 3626.657715
	Iteration 61Q: 3 clusters Score -8742447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69200 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8742448.000000 Penalty: 3626.657715
	Iteration 62Q: 3 clusters Score -8742448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69206 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8742450.000000 Penalty: 3626.657715
	Iteration 63Q: 3 clusters Score -8742450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69213 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8742452.000000 Penalty: 3626.657715
	Iteration 64Q: 3 clusters Score -8742452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69217 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8742455.000000 Penalty: 3626.657715
	Iteration 65Q: 3 clusters Score -8742455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8742461.000000 Penalty: 3626.657715
	Iteration 66Q: 3 clusters Score -8742461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69232 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8742459.000000 Penalty: 3626.657715
	Iteration 67Q: 3 clusters Score -8742459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8742458.000000 Penalty: 3626.657715
	Iteration 68Q: 3 clusters Score -8742458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8742460.000000 Penalty: 3626.657715
	Iteration 69Q: 3 clusters Score -8742460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8742468.000000 Penalty: 3626.657715
	Iteration 70Q: 3 clusters Score -8742468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69258 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8742456.000000 Penalty: 3626.657715
	Iteration 71Q: 3 clusters Score -8742456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8742451.000000 Penalty: 3626.657715
	Iteration 72Q: 3 clusters Score -8742451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69270 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8742444.000000 Penalty: 3626.657715
	Iteration 73Q: 3 clusters Score -8742444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69277 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8742457.000000 Penalty: 3626.657715
	Iteration 74Q: 3 clusters Score -8742457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69282 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8742451.000000 Penalty: 3626.657715
	Iteration 75Q: 3 clusters Score -8742451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69283 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8742446.000000 Penalty: 3626.657715
	Iteration 76Q: 3 clusters Score -8742446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69285 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8742448.000000 Penalty: 3626.657715
	Iteration 77Q: 3 clusters Score -8742448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69288 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8742447.000000 Penalty: 3626.657715
	Iteration 78Q: 3 clusters Score -8742447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8742449.000000 Penalty: 3626.657715
	Iteration 79Q: 3 clusters Score -8742449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69292 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8742447.000000 Penalty: 3626.657715
	Iteration 80F: 3 clusters Score -8742447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8742446.000000 Penalty: 3626.657715
	Iteration 81Q: 3 clusters Score -8742446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8742449.000000 Penalty: 3626.657715
	Iteration 82Q: 3 clusters Score -8742449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8742447.000000 Penalty: 3626.657715
	Iteration 83Q: 3 clusters Score -8742447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8742449.000000 Penalty: 3626.657715
	Iteration 84Q: 3 clusters Score -8742449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8742441.000000 Penalty: 3626.657715
	Iteration 85Q: 3 clusters Score -8742441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69300 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8742448.000000 Penalty: 3626.657715
	Iteration 86Q: 3 clusters Score -8742448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69301 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8742444.000000 Penalty: 3626.657715
	Iteration 87Q: 3 clusters Score -8742444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8742441.000000 Penalty: 3626.657715
	Iteration 88Q: 3 clusters Score -8742441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69310 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8742438.000000 Penalty: 3626.657715
	Iteration 89Q: 3 clusters Score -8742438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8742449.000000 Penalty: 3626.657715
	Iteration 90Q: 3 clusters Score -8742449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69323 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8742455.000000 Penalty: 3626.657715
	Iteration 91Q: 3 clusters Score -8742455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69324 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8742452.000000 Penalty: 3626.657715
	Iteration 92Q: 3 clusters Score -8742452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69329 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8742447.000000 Penalty: 3626.657715
	Iteration 93Q: 3 clusters Score -8742447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69333 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8742455.000000 Penalty: 3626.657715
	Iteration 94Q: 3 clusters Score -8742455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69335 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8742459.000000 Penalty: 3626.657715
	Iteration 95Q: 3 clusters Score -8742459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69336 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8742459.000000 Penalty: 3626.657715
	Iteration 96Q: 3 clusters Score -8742459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69337 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8742461.000000 Penalty: 3626.657715
	Iteration 97Q: 3 clusters Score -8742461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69338 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8742463.000000 Penalty: 3626.657715
	Iteration 98Q: 3 clusters Score -8742463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8742466.000000 Penalty: 3626.657715
	Iteration 99Q: 3 clusters Score -8742466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8742466.000000 Penalty: 3626.657715
	Iteration 100F: 3 clusters Score -8742466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Entering Unmasked Estep 
Score: -235096.015625 Penalty: 1222.741211
	Iteration 0F: 2 clusters Score -235096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -233089.953125 Penalty: 2445.482422
	Iteration 0F: 3 clusters Score -233090 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -233480.515625 Penalty: 2445.482422
	Iteration 1F: 3 clusters Score -233480.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -233549.625000 Penalty: 2445.482422
	Iteration 2F: 3 clusters Score -233549.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -233580.125000 Penalty: 2445.482422
	Iteration 3Q: 3 clusters Score -233580.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -233606.687500 Penalty: 2445.482422
	Iteration 4Q: 3 clusters Score -233606.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -233627.843750 Penalty: 2445.482422
	Iteration 5Q: 3 clusters Score -233627.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -233640.546875 Penalty: 2445.482422
	Iteration 6Q: 3 clusters Score -233640.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -233658.468750 Penalty: 2445.482422
	Iteration 7Q: 3 clusters Score -233658.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -233672.468750 Penalty: 2445.482422
	Iteration 8Q: 3 clusters Score -233672.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -233679.593750 Penalty: 2445.482422
	Iteration 9Q: 3 clusters Score -233679.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -233689.625000 Penalty: 2445.482422
	Iteration 10Q: 3 clusters Score -233689.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -233698.812500 Penalty: 2445.482422
	Iteration 11Q: 3 clusters Score -233698.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -233704.953125 Penalty: 2445.482422
	Iteration 12Q: 3 clusters Score -233705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -233710.640625 Penalty: 2445.482422
	Iteration 13Q: 3 clusters Score -233710.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -233715.203125 Penalty: 2445.482422
	Iteration 14Q: 3 clusters Score -233715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -233716.906250 Penalty: 2445.482422
	Iteration 15Q: 3 clusters Score -233716.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -233717.593750 Penalty: 2445.482422
	Iteration 16Q: 3 clusters Score -233717.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -233719.546875 Penalty: 2445.482422
	Iteration 17Q: 3 clusters Score -233719.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -233720.437500 Penalty: 2445.482422
	Iteration 18Q: 3 clusters Score -233720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -233722.578125 Penalty: 2445.482422
	Iteration 19Q: 3 clusters Score -233722.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -233725.859375 Penalty: 2445.482422
	Iteration 20F: 3 clusters Score -233725.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -233727.843750 Penalty: 2445.482422
	Iteration 21Q: 3 clusters Score -233727.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -233730.078125 Penalty: 2445.482422
	Iteration 22Q: 3 clusters Score -233730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -233732.437500 Penalty: 2445.482422
	Iteration 23Q: 3 clusters Score -233732.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -233737.781250 Penalty: 2445.482422
	Iteration 24Q: 3 clusters Score -233737.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -233742.187500 Penalty: 2445.482422
	Iteration 25Q: 3 clusters Score -233742.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -233748.296875 Penalty: 2445.482422
	Iteration 26Q: 3 clusters Score -233748.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -233752.078125 Penalty: 2445.482422
	Iteration 27Q: 3 clusters Score -233752.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -233755.828125 Penalty: 2445.482422
	Iteration 28Q: 3 clusters Score -233755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -233757.562500 Penalty: 2445.482422
	Iteration 29Q: 3 clusters Score -233757.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -233759.000000 Penalty: 2445.482422
	Iteration 30Q: 3 clusters Score -233759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -233759.828125 Penalty: 2445.482422
	Iteration 31Q: 3 clusters Score -233759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -233760.281250 Penalty: 2445.482422
	Iteration 32Q: 3 clusters Score -233760.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -233762.078125 Penalty: 2445.482422
	Iteration 33Q: 3 clusters Score -233762.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -233763.968750 Penalty: 2445.482422
	Iteration 34Q: 3 clusters Score -233764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -233764.937500 Penalty: 2445.482422
	Iteration 35Q: 3 clusters Score -233764.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -233766.359375 Penalty: 2445.482422
	Iteration 36Q: 3 clusters Score -233766.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -233766.515625 Penalty: 2445.482422
	Iteration 37Q: 3 clusters Score -233766.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -233766.515625 Penalty: 2445.482422
	Iteration 38F: 3 clusters Score -233766.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (74458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74458 members 
Entering Unmasked Estep 
Score: -9316091.000000 Penalty: 1822.923462
	Iteration 0F: 2 clusters Score -9316091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -9268840.000000 Penalty: 3645.846924
	Iteration 0F: 3 clusters Score -9268840 nChanged 35320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -9289129.000000 Penalty: 3645.846924
	Iteration 1F: 3 clusters Score -9289129 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -9289931.000000 Penalty: 3645.846924
	Iteration 2Q: 3 clusters Score -9289931 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -9290959.000000 Penalty: 3645.846924
	Iteration 3Q: 3 clusters Score -9290959 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -9292519.000000 Penalty: 3645.846924
	Iteration 4Q: 3 clusters Score -9292519 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -9294983.000000 Penalty: 3645.846924
	Iteration 5F: 3 clusters Score -9294983 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -9298990.000000 Penalty: 3645.846924
	Iteration 6F: 3 clusters Score -9298990 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -9304053.000000 Penalty: 3645.846924
	Iteration 7F: 3 clusters Score -9304053 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -9307220.000000 Penalty: 3645.846924
	Iteration 8F: 3 clusters Score -9307220 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -9308583.000000 Penalty: 3645.846924
	Iteration 9Q: 3 clusters Score -9308583 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -9309068.000000 Penalty: 3645.846924
	Iteration 10Q: 3 clusters Score -9309068 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -9309397.000000 Penalty: 3645.846924
	Iteration 11Q: 3 clusters Score -9309397 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -9309685.000000 Penalty: 3645.846924
	Iteration 12Q: 3 clusters Score -9309685 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57246 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -9310065.000000 Penalty: 3645.846924
	Iteration 13Q: 3 clusters Score -9310065 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -9310418.000000 Penalty: 3645.846924
	Iteration 14Q: 3 clusters Score -9310418 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -9310681.000000 Penalty: 3645.846924
	Iteration 15Q: 3 clusters Score -9310681 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -9310936.000000 Penalty: 3645.846924
	Iteration 16Q: 3 clusters Score -9310936 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -9311146.000000 Penalty: 3645.846924
	Iteration 17Q: 3 clusters Score -9311146 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -9311388.000000 Penalty: 3645.846924
	Iteration 18Q: 3 clusters Score -9311388 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67162 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -9311605.000000 Penalty: 3645.846924
	Iteration 19Q: 3 clusters Score -9311605 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68387 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -9311942.000000 Penalty: 3645.846924
	Iteration 20F: 3 clusters Score -9311942 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69501 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -9312345.000000 Penalty: 3645.846924
	Iteration 21Q: 3 clusters Score -9312345 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70516 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -9312825.000000 Penalty: 3645.846924
	Iteration 22Q: 3 clusters Score -9312825 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71372 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -9313160.000000 Penalty: 3645.846924
	Iteration 23Q: 3 clusters Score -9313160 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72102 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -9313531.000000 Penalty: 3645.846924
	Iteration 24Q: 3 clusters Score -9313531 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72673 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9313736.000000 Penalty: 3645.846924
	Iteration 25Q: 3 clusters Score -9313736 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73115 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -9313927.000000 Penalty: 3645.846924
	Iteration 26Q: 3 clusters Score -9313927 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9314122.000000 Penalty: 3645.846924
	Iteration 27Q: 3 clusters Score -9314122 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73678 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9314251.000000 Penalty: 3645.846924
	Iteration 28Q: 3 clusters Score -9314251 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73845 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9314346.000000 Penalty: 3645.846924
	Iteration 29Q: 3 clusters Score -9314346 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73960 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9314406.000000 Penalty: 3645.846924
	Iteration 30Q: 3 clusters Score -9314406 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9314459.000000 Penalty: 3645.846924
	Iteration 31Q: 3 clusters Score -9314459 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74078 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9314469.000000 Penalty: 3645.846924
	Iteration 32Q: 3 clusters Score -9314469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74109 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9314482.000000 Penalty: 3645.846924
	Iteration 33Q: 3 clusters Score -9314482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74127 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9314494.000000 Penalty: 3645.846924
	Iteration 34Q: 3 clusters Score -9314494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9314511.000000 Penalty: 3645.846924
	Iteration 35Q: 3 clusters Score -9314511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9314509.000000 Penalty: 3645.846924
	Iteration 36Q: 3 clusters Score -9314509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74160 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9314509.000000 Penalty: 3645.846924
	Iteration 37Q: 3 clusters Score -9314509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74172 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9314511.000000 Penalty: 3645.846924
	Iteration 38Q: 3 clusters Score -9314511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9314519.000000 Penalty: 3645.846924
	Iteration 39Q: 3 clusters Score -9314519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74182 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9314527.000000 Penalty: 3645.846924
	Iteration 40F: 3 clusters Score -9314527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74192 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9314527.000000 Penalty: 3645.846924
	Iteration 41Q: 3 clusters Score -9314527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74197 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9314540.000000 Penalty: 3645.846924
	Iteration 42Q: 3 clusters Score -9314540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9314534.000000 Penalty: 3645.846924
	Iteration 43Q: 3 clusters Score -9314534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74201 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9314539.000000 Penalty: 3645.846924
	Iteration 44Q: 3 clusters Score -9314539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74201 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9314539.000000 Penalty: 3645.846924
	Iteration 45F: 3 clusters Score -9314539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 4 contains 68829 members 
Mstep: Class 5 contains 29713 members 
Mstep: Class 6 contains 43473 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 27847 members 
Mstep: Class 10 contains 2259 members 
Mstep: Class 11 contains 63301 members 
Mstep: Class 12 contains 6640 members 
Mstep: Class 13 contains 60200 members 
Mstep: Class 14 contains 10824 members 
Mstep: Class 15 contains 49020 members 
Mstep: Class 18 contains 4172 members 
Mstep: Class 19 contains 70189 members 
Mstep: Class 20 contains 1853 members 
Mstep: Class 21 contains 74458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75557480.000000 Penalty: 41185.773438
Iteration 79Q: 20 clusters Score -7.555748e+07 nChanged 13535
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 64230 members 
Mstep: Class 3 contains 500 members 
Mstep: Class 4 contains 68390 members 
Mstep: Class 5 contains 30885 members 
Mstep: Class 6 contains 43286 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 1548 members 
Mstep: Class 9 contains 27934 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 63012 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 59572 members 
Mstep: Class 14 contains 11074 members 
Mstep: Class 15 contains 49281 members 
Mstep: Class 18 contains 4216 members 
Mstep: Class 19 contains 70336 members 
Mstep: Class 20 contains 1793 members 
Mstep: Class 21 contains 75567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561672.000000 Penalty: 41185.773438
Iteration 80F: 20 clusters Score -7.556167e+07 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 65915 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 4 contains 67770 members 
Mstep: Class 5 contains 31905 members 
Mstep: Class 6 contains 42760 members 
Mstep: Class 7 contains 810 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 27979 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 62387 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 58686 members 
Mstep: Class 14 contains 11254 members 
Mstep: Class 15 contains 48853 members 
Mstep: Class 18 contains 4262 members 
Mstep: Class 19 contains 70058 members 
Mstep: Class 20 contains 1701 members 
Mstep: Class 21 contains 76426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564032.000000 Penalty: 41185.773438
Iteration 81Q: 20 clusters Score -7.556403e+07 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 67221 members 
Mstep: Class 3 contains 534 members 
Mstep: Class 4 contains 67218 members 
Mstep: Class 5 contains 32784 members 
Mstep: Class 6 contains 42353 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 1342 members 
Mstep: Class 9 contains 28056 members 
Mstep: Class 10 contains 2163 members 
Mstep: Class 11 contains 61762 members 
Mstep: Class 12 contains 6749 members 
Mstep: Class 13 contains 57902 members 
Mstep: Class 14 contains 11444 members 
Mstep: Class 15 contains 48421 members 
Mstep: Class 18 contains 4316 members 
Mstep: Class 19 contains 69979 members 
Mstep: Class 20 contains 1628 members 
Mstep: Class 21 contains 77145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564568.000000 Penalty: 41185.773438
Iteration 82Q: 20 clusters Score -7.556457e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 68338 members 
Mstep: Class 3 contains 531 members 
Mstep: Class 4 contains 66664 members 
Mstep: Class 5 contains 33692 members 
Mstep: Class 6 contains 41974 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 1293 members 
Mstep: Class 9 contains 28160 members 
Mstep: Class 10 contains 2122 members 
Mstep: Class 11 contains 61124 members 
Mstep: Class 12 contains 6786 members 
Mstep: Class 13 contains 57237 members 
Mstep: Class 14 contains 11680 members 
Mstep: Class 15 contains 48064 members 
Mstep: Class 18 contains 4363 members 
Mstep: Class 19 contains 69924 members 
Mstep: Class 20 contains 1572 members 
Mstep: Class 21 contains 77651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565624.000000 Penalty: 41185.773438
Iteration 83Q: 20 clusters Score -7.556562e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 69324 members 
Mstep: Class 3 contains 520 members 
Mstep: Class 4 contains 66117 members 
Mstep: Class 5 contains 34602 members 
Mstep: Class 6 contains 41669 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 1243 members 
Mstep: Class 9 contains 28289 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 60532 members 
Mstep: Class 12 contains 6834 members 
Mstep: Class 13 contains 56591 members 
Mstep: Class 14 contains 11908 members 
Mstep: Class 15 contains 47729 members 
Mstep: Class 18 contains 4404 members 
Mstep: Class 19 contains 69945 members 
Mstep: Class 20 contains 1513 members 
Mstep: Class 21 contains 78014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2114.032715 but Gain 2167.671875
Score: -75566080.000000 Penalty: 39018.101562
Iteration 84Q: 19 clusters Score -7.556608e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 70334 members 
Mstep: Class 3 contains 510 members 
Mstep: Class 4 contains 65599 members 
Mstep: Class 5 contains 35716 members 
Mstep: Class 6 contains 41448 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 8 contains 1231 members 
Mstep: Class 9 contains 28405 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 60056 members 
Mstep: Class 12 contains 6924 members 
Mstep: Class 13 contains 56321 members 
Mstep: Class 14 contains 12183 members 
Mstep: Class 15 contains 47535 members 
Mstep: Class 18 contains 4447 members 
Mstep: Class 19 contains 70152 members 
Mstep: Class 21 contains 78381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75568072.000000 Penalty: 39018.101562
Iteration 85Q: 19 clusters Score -7.556807e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 70989 members 
Mstep: Class 3 contains 501 members 
Mstep: Class 4 contains 65054 members 
Mstep: Class 5 contains 36609 members 
Mstep: Class 6 contains 41144 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 1199 members 
Mstep: Class 9 contains 28532 members 
Mstep: Class 10 contains 2096 members 
Mstep: Class 11 contains 59642 members 
Mstep: Class 12 contains 6977 members 
Mstep: Class 13 contains 55869 members 
Mstep: Class 14 contains 12418 members 
Mstep: Class 15 contains 47288 members 
Mstep: Class 18 contains 4485 members 
Mstep: Class 19 contains 70124 members 
Mstep: Class 21 contains 78510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75568128.000000 Penalty: 39018.101562
Iteration 86Q: 19 clusters Score -7.556813e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 71609 members 
Mstep: Class 3 contains 493 members 
Mstep: Class 4 contains 64458 members 
Mstep: Class 5 contains 37485 members 
Mstep: Class 6 contains 40894 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 28667 members 
Mstep: Class 10 contains 2067 members 
Mstep: Class 11 contains 59212 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 13 contains 55457 members 
Mstep: Class 14 contains 12673 members 
Mstep: Class 15 contains 47064 members 
Mstep: Class 18 contains 4524 members 
Mstep: Class 19 contains 70135 members 
Mstep: Class 21 contains 78545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75569016.000000 Penalty: 39018.101562
Iteration 87Q: 19 clusters Score -7.556902e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 72159 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 63875 members 
Mstep: Class 5 contains 38292 members 
Mstep: Class 6 contains 40657 members 
Mstep: Class 7 contains 775 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 9 contains 28792 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 58867 members 
Mstep: Class 12 contains 7076 members 
Mstep: Class 13 contains 55081 members 
Mstep: Class 14 contains 12921 members 
Mstep: Class 15 contains 46865 members 
Mstep: Class 18 contains 4562 members 
Mstep: Class 19 contains 70206 members 
Mstep: Class 21 contains 78491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2155.739746 but Gain 2167.671875
Score: -75569216.000000 Penalty: 36850.429688
Iteration 88Q: 18 clusters Score -7.556922e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 72954 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 63296 members 
Mstep: Class 5 contains 39150 members 
Mstep: Class 6 contains 40584 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 9 contains 28904 members 
Mstep: Class 10 contains 2025 members 
Mstep: Class 11 contains 58591 members 
Mstep: Class 12 contains 7274 members 
Mstep: Class 13 contains 54889 members 
Mstep: Class 14 contains 13185 members 
Mstep: Class 15 contains 46787 members 
Mstep: Class 18 contains 4597 members 
Mstep: Class 19 contains 70389 members 
Mstep: Class 21 contains 78398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75570664.000000 Penalty: 36850.429688
Iteration 89Q: 18 clusters Score -7.557066e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 73322 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 4 contains 62686 members 
Mstep: Class 5 contains 39909 members 
Mstep: Class 6 contains 40368 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 9 contains 29051 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 58390 members 
Mstep: Class 12 contains 7368 members 
Mstep: Class 13 contains 54597 members 
Mstep: Class 14 contains 13433 members 
Mstep: Class 15 contains 46607 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 19 contains 70417 members 
Mstep: Class 21 contains 78308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75570720.000000 Penalty: 36850.429688
Iteration 90Q: 18 clusters Score -7.557072e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 73679 members 
Mstep: Class 3 contains 467 members 
Mstep: Class 4 contains 62058 members 
Mstep: Class 5 contains 40659 members 
Mstep: Class 6 contains 40210 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 9 contains 29165 members 
Mstep: Class 10 contains 1983 members 
Mstep: Class 11 contains 58199 members 
Mstep: Class 12 contains 7448 members 
Mstep: Class 13 contains 54325 members 
Mstep: Class 14 contains 13667 members 
Mstep: Class 15 contains 46403 members 
Mstep: Class 18 contains 4648 members 
Mstep: Class 19 contains 70487 members 
Mstep: Class 21 contains 78191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75570568.000000 Penalty: 36850.429688
Iteration 91Q: 18 clusters Score -7.557057e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 73988 members 
Mstep: Class 3 contains 466 members 
Mstep: Class 4 contains 61475 members 
Mstep: Class 5 contains 41356 members 
Mstep: Class 6 contains 40073 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 9 contains 29269 members 
Mstep: Class 10 contains 1958 members 
Mstep: Class 11 contains 57991 members 
Mstep: Class 12 contains 7511 members 
Mstep: Class 13 contains 54128 members 
Mstep: Class 14 contains 13912 members 
Mstep: Class 15 contains 46216 members 
Mstep: Class 18 contains 4677 members 
Mstep: Class 19 contains 70546 members 
Mstep: Class 21 contains 78038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75570656.000000 Penalty: 36850.429688
Iteration 92Q: 18 clusters Score -7.557066e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 74256 members 
Mstep: Class 3 contains 465 members 
Mstep: Class 4 contains 60873 members 
Mstep: Class 5 contains 42004 members 
Mstep: Class 6 contains 39959 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 9 contains 29374 members 
Mstep: Class 10 contains 1939 members 
Mstep: Class 11 contains 57793 members 
Mstep: Class 12 contains 7568 members 
Mstep: Class 13 contains 53991 members 
Mstep: Class 14 contains 14132 members 
Mstep: Class 15 contains 46048 members 
Mstep: Class 18 contains 4706 members 
Mstep: Class 19 contains 70609 members 
Mstep: Class 21 contains 77883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571344.000000 Penalty: 36850.429688
Iteration 93Q: 18 clusters Score -7.557134e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 74506 members 
Mstep: Class 3 contains 463 members 
Mstep: Class 4 contains 60308 members 
Mstep: Class 5 contains 42611 members 
Mstep: Class 6 contains 39876 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 9 contains 29462 members 
Mstep: Class 10 contains 1931 members 
Mstep: Class 11 contains 57586 members 
Mstep: Class 12 contains 7601 members 
Mstep: Class 13 contains 53879 members 
Mstep: Class 14 contains 14353 members 
Mstep: Class 15 contains 45890 members 
Mstep: Class 18 contains 4732 members 
Mstep: Class 19 contains 70670 members 
Mstep: Class 21 contains 77725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571544.000000 Penalty: 36850.429688
Iteration 94Q: 18 clusters Score -7.557154e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 74720 members 
Mstep: Class 3 contains 461 members 
Mstep: Class 4 contains 59790 members 
Mstep: Class 5 contains 43184 members 
Mstep: Class 6 contains 39787 members 
Mstep: Class 7 contains 779 members 
Mstep: Class 9 contains 29534 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 57391 members 
Mstep: Class 12 contains 7646 members 
Mstep: Class 13 contains 53784 members 
Mstep: Class 14 contains 14527 members 
Mstep: Class 15 contains 45756 members 
Mstep: Class 18 contains 4753 members 
Mstep: Class 19 contains 70729 members 
Mstep: Class 21 contains 77594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572016.000000 Penalty: 36850.429688
Iteration 95Q: 18 clusters Score -7.557202e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 74893 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 4 contains 59166 members 
Mstep: Class 5 contains 43760 members 
Mstep: Class 6 contains 39685 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 9 contains 29625 members 
Mstep: Class 10 contains 1909 members 
Mstep: Class 11 contains 57194 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 53696 members 
Mstep: Class 14 contains 14743 members 
Mstep: Class 15 contains 45651 members 
Mstep: Class 18 contains 4774 members 
Mstep: Class 19 contains 70753 members 
Mstep: Class 21 contains 77576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572568.000000 Penalty: 36850.429688
Iteration 96Q: 18 clusters Score -7.557257e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 75044 members 
Mstep: Class 3 contains 456 members 
Mstep: Class 4 contains 58537 members 
Mstep: Class 5 contains 44300 members 
Mstep: Class 6 contains 39582 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 9 contains 29689 members 
Mstep: Class 10 contains 1916 members 
Mstep: Class 11 contains 57133 members 
Mstep: Class 12 contains 7707 members 
Mstep: Class 13 contains 53600 members 
Mstep: Class 14 contains 14923 members 
Mstep: Class 15 contains 45522 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 70748 members 
Mstep: Class 21 contains 77604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572824.000000 Penalty: 36850.429688
Iteration 97Q: 18 clusters Score -7.557282e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 75174 members 
Mstep: Class 3 contains 453 members 
Mstep: Class 4 contains 57880 members 
Mstep: Class 5 contains 44816 members 
Mstep: Class 6 contains 39491 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 9 contains 29735 members 
Mstep: Class 10 contains 1923 members 
Mstep: Class 11 contains 57075 members 
Mstep: Class 12 contains 7726 members 
Mstep: Class 13 contains 53542 members 
Mstep: Class 14 contains 15104 members 
Mstep: Class 15 contains 45417 members 
Mstep: Class 18 contains 4813 members 
Mstep: Class 19 contains 70751 members 
Mstep: Class 21 contains 77639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573248.000000 Penalty: 36850.429688
Iteration 98Q: 18 clusters Score -7.557325e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 75301 members 
Mstep: Class 3 contains 450 members 
Mstep: Class 4 contains 57193 members 
Mstep: Class 5 contains 45289 members 
Mstep: Class 6 contains 39395 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 29768 members 
Mstep: Class 10 contains 1925 members 
Mstep: Class 11 contains 56994 members 
Mstep: Class 12 contains 7751 members 
Mstep: Class 13 contains 53519 members 
Mstep: Class 14 contains 15291 members 
Mstep: Class 15 contains 45327 members 
Mstep: Class 18 contains 4836 members 
Mstep: Class 19 contains 70751 members 
Mstep: Class 21 contains 77739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573520.000000 Penalty: 36850.429688
Iteration 99Q: 18 clusters Score -7.557352e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 75439 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 56514 members 
Mstep: Class 5 contains 45778 members 
Mstep: Class 6 contains 39284 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 9 contains 29805 members 
Mstep: Class 10 contains 1920 members 
Mstep: Class 11 contains 56894 members 
Mstep: Class 12 contains 7791 members 
Mstep: Class 13 contains 53480 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 15 contains 45258 members 
Mstep: Class 18 contains 4850 members 
Mstep: Class 19 contains 70767 members 
Mstep: Class 21 contains 77827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573664.000000 Penalty: 36850.429688
Iteration 100F: 18 clusters Score -7.557366e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 75572 members 
Mstep: Class 3 contains 449 members 
Mstep: Class 4 contains 55823 members 
Mstep: Class 5 contains 46265 members 
Mstep: Class 6 contains 39175 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 9 contains 29837 members 
Mstep: Class 10 contains 1920 members 
Mstep: Class 11 contains 56849 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 53469 members 
Mstep: Class 14 contains 15596 members 
Mstep: Class 15 contains 45196 members 
Mstep: Class 18 contains 4864 members 
Mstep: Class 19 contains 70761 members 
Mstep: Class 21 contains 77893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573784.000000 Penalty: 36850.429688
Iteration 101Q: 18 clusters Score -7.557378e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 75702 members 
Mstep: Class 3 contains 445 members 
Mstep: Class 4 contains 55148 members 
Mstep: Class 5 contains 46706 members 
Mstep: Class 6 contains 39083 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 9 contains 29892 members 
Mstep: Class 10 contains 1915 members 
Mstep: Class 11 contains 56818 members 
Mstep: Class 12 contains 7832 members 
Mstep: Class 13 contains 53429 members 
Mstep: Class 14 contains 15729 members 
Mstep: Class 15 contains 45160 members 
Mstep: Class 18 contains 4879 members 
Mstep: Class 19 contains 70741 members 
Mstep: Class 21 contains 77979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574136.000000 Penalty: 36850.429688
Iteration 102Q: 18 clusters Score -7.557414e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 75793 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 54522 members 
Mstep: Class 5 contains 47144 members 
Mstep: Class 6 contains 38991 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 9 contains 29938 members 
Mstep: Class 10 contains 1908 members 
Mstep: Class 11 contains 56750 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 53369 members 
Mstep: Class 14 contains 15845 members 
Mstep: Class 15 contains 45127 members 
Mstep: Class 18 contains 4902 members 
Mstep: Class 19 contains 70735 members 
Mstep: Class 21 contains 78107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574376.000000 Penalty: 36850.429688
Iteration 103Q: 18 clusters Score -7.557438e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 75901 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 53919 members 
Mstep: Class 5 contains 47563 members 
Mstep: Class 6 contains 38871 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 9 contains 29958 members 
Mstep: Class 10 contains 1913 members 
Mstep: Class 11 contains 56676 members 
Mstep: Class 12 contains 7885 members 
Mstep: Class 13 contains 53308 members 
Mstep: Class 14 contains 15993 members 
Mstep: Class 15 contains 45110 members 
Mstep: Class 18 contains 4922 members 
Mstep: Class 19 contains 70715 members 
Mstep: Class 21 contains 78244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574528.000000 Penalty: 36850.429688
Iteration 104Q: 18 clusters Score -7.557453e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 75995 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 53360 members 
Mstep: Class 5 contains 47995 members 
Mstep: Class 6 contains 38738 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 9 contains 29985 members 
Mstep: Class 10 contains 1919 members 
Mstep: Class 11 contains 56619 members 
Mstep: Class 12 contains 7906 members 
Mstep: Class 13 contains 53269 members 
Mstep: Class 14 contains 16126 members 
Mstep: Class 15 contains 45083 members 
Mstep: Class 18 contains 4942 members 
Mstep: Class 19 contains 70667 members 
Mstep: Class 21 contains 78370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574488.000000 Penalty: 36850.429688
Iteration 105Q: 18 clusters Score -7.557449e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 76103 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 52749 members 
Mstep: Class 5 contains 48410 members 
Mstep: Class 6 contains 38586 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 9 contains 30009 members 
Mstep: Class 10 contains 1934 members 
Mstep: Class 11 contains 56588 members 
Mstep: Class 12 contains 7923 members 
Mstep: Class 13 contains 53218 members 
Mstep: Class 14 contains 16253 members 
Mstep: Class 15 contains 45040 members 
Mstep: Class 18 contains 4958 members 
Mstep: Class 19 contains 70626 members 
Mstep: Class 21 contains 78560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574688.000000 Penalty: 36850.429688
Iteration 106Q: 18 clusters Score -7.557469e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 76211 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 52128 members 
Mstep: Class 5 contains 48807 members 
Mstep: Class 6 contains 38463 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 9 contains 30034 members 
Mstep: Class 10 contains 1941 members 
Mstep: Class 11 contains 56610 members 
Mstep: Class 12 contains 7943 members 
Mstep: Class 13 contains 53125 members 
Mstep: Class 14 contains 16358 members 
Mstep: Class 15 contains 45007 members 
Mstep: Class 18 contains 4969 members 
Mstep: Class 19 contains 70588 members 
Mstep: Class 21 contains 78762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574728.000000 Penalty: 36850.429688
Iteration 107Q: 18 clusters Score -7.557473e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 76328 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 51512 members 
Mstep: Class 5 contains 49159 members 
Mstep: Class 6 contains 38341 members 
Mstep: Class 7 contains 783 members 
Mstep: Class 9 contains 30068 members 
Mstep: Class 10 contains 1944 members 
Mstep: Class 11 contains 56620 members 
Mstep: Class 12 contains 7968 members 
Mstep: Class 13 contains 53043 members 
Mstep: Class 14 contains 16447 members 
Mstep: Class 15 contains 44971 members 
Mstep: Class 18 contains 4975 members 
Mstep: Class 19 contains 70561 members 
Mstep: Class 21 contains 79004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574832.000000 Penalty: 36850.429688
Iteration 108Q: 18 clusters Score -7.557483e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 76408 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 50927 members 
Mstep: Class 5 contains 49508 members 
Mstep: Class 6 contains 38233 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 9 contains 30096 members 
Mstep: Class 10 contains 1945 members 
Mstep: Class 11 contains 56648 members 
Mstep: Class 12 contains 7987 members 
Mstep: Class 13 contains 52956 members 
Mstep: Class 14 contains 16557 members 
Mstep: Class 15 contains 44940 members 
Mstep: Class 18 contains 4984 members 
Mstep: Class 19 contains 70529 members 
Mstep: Class 21 contains 79203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574976.000000 Penalty: 36850.429688
Iteration 109Q: 18 clusters Score -7.557498e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 76460 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 50330 members 
Mstep: Class 5 contains 49806 members 
Mstep: Class 6 contains 38128 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 9 contains 30099 members 
Mstep: Class 10 contains 1953 members 
Mstep: Class 11 contains 56719 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 52909 members 
Mstep: Class 14 contains 16665 members 
Mstep: Class 15 contains 44917 members 
Mstep: Class 18 contains 4997 members 
Mstep: Class 19 contains 70509 members 
Mstep: Class 21 contains 79419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574904.000000 Penalty: 36850.429688
Iteration 110Q: 18 clusters Score -7.55749e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 76493 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 49786 members 
Mstep: Class 5 contains 50107 members 
Mstep: Class 6 contains 38049 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 9 contains 30128 members 
Mstep: Class 10 contains 1958 members 
Mstep: Class 11 contains 56752 members 
Mstep: Class 12 contains 8021 members 
Mstep: Class 13 contains 52871 members 
Mstep: Class 14 contains 16791 members 
Mstep: Class 15 contains 44896 members 
Mstep: Class 18 contains 5003 members 
Mstep: Class 19 contains 70489 members 
Mstep: Class 21 contains 79569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574784.000000 Penalty: 36850.429688
Iteration 111Q: 18 clusters Score -7.557478e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 76508 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 49273 members 
Mstep: Class 5 contains 50416 members 
Mstep: Class 6 contains 37956 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 9 contains 30155 members 
Mstep: Class 10 contains 1963 members 
Mstep: Class 11 contains 56763 members 
Mstep: Class 12 contains 8034 members 
Mstep: Class 13 contains 52838 members 
Mstep: Class 14 contains 16921 members 
Mstep: Class 15 contains 44880 members 
Mstep: Class 18 contains 5006 members 
Mstep: Class 19 contains 70482 members 
Mstep: Class 21 contains 79708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574976.000000 Penalty: 36850.429688
Iteration 112Q: 18 clusters Score -7.557498e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 76543 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 48746 members 
Mstep: Class 5 contains 50689 members 
Mstep: Class 6 contains 37862 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 9 contains 30162 members 
Mstep: Class 10 contains 1967 members 
Mstep: Class 11 contains 56789 members 
Mstep: Class 12 contains 8049 members 
Mstep: Class 13 contains 52810 members 
Mstep: Class 14 contains 17039 members 
Mstep: Class 15 contains 44864 members 
Mstep: Class 18 contains 5013 members 
Mstep: Class 19 contains 70461 members 
Mstep: Class 21 contains 79898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575096.000000 Penalty: 36850.429688
Iteration 113Q: 18 clusters Score -7.55751e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 76549 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 48221 members 
Mstep: Class 5 contains 50944 members 
Mstep: Class 6 contains 37759 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 9 contains 30171 members 
Mstep: Class 10 contains 1977 members 
Mstep: Class 11 contains 56827 members 
Mstep: Class 12 contains 8059 members 
Mstep: Class 13 contains 52787 members 
Mstep: Class 14 contains 17173 members 
Mstep: Class 15 contains 44834 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 70421 members 
Mstep: Class 21 contains 80143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575120.000000 Penalty: 36850.429688
Iteration 114Q: 18 clusters Score -7.557512e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 76568 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 47773 members 
Mstep: Class 5 contains 51199 members 
Mstep: Class 6 contains 37649 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 9 contains 30175 members 
Mstep: Class 10 contains 1981 members 
Mstep: Class 11 contains 56878 members 
Mstep: Class 12 contains 8073 members 
Mstep: Class 13 contains 52733 members 
Mstep: Class 14 contains 17292 members 
Mstep: Class 15 contains 44808 members 
Mstep: Class 18 contains 5022 members 
Mstep: Class 19 contains 70386 members 
Mstep: Class 21 contains 80330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575472.000000 Penalty: 36850.429688
Iteration 115Q: 18 clusters Score -7.557547e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 76575 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 47355 members 
Mstep: Class 5 contains 51450 members 
Mstep: Class 6 contains 37555 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 9 contains 30170 members 
Mstep: Class 10 contains 1989 members 
Mstep: Class 11 contains 56896 members 
Mstep: Class 12 contains 8089 members 
Mstep: Class 13 contains 52661 members 
Mstep: Class 14 contains 17417 members 
Mstep: Class 15 contains 44800 members 
Mstep: Class 18 contains 5023 members 
Mstep: Class 19 contains 70345 members 
Mstep: Class 21 contains 80540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575576.000000 Penalty: 36850.429688
Iteration 116Q: 18 clusters Score -7.557558e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 76592 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 46975 members 
Mstep: Class 5 contains 51702 members 
Mstep: Class 6 contains 37448 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 9 contains 30175 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 56884 members 
Mstep: Class 12 contains 8101 members 
Mstep: Class 13 contains 52597 members 
Mstep: Class 14 contains 17555 members 
Mstep: Class 15 contains 44789 members 
Mstep: Class 18 contains 5027 members 
Mstep: Class 19 contains 70305 members 
Mstep: Class 21 contains 80718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575744.000000 Penalty: 36850.429688
Iteration 117Q: 18 clusters Score -7.557574e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 76610 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 46585 members 
Mstep: Class 5 contains 51896 members 
Mstep: Class 6 contains 37358 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 9 contains 30193 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 56917 members 
Mstep: Class 12 contains 8115 members 
Mstep: Class 13 contains 52535 members 
Mstep: Class 14 contains 17687 members 
Mstep: Class 15 contains 44768 members 
Mstep: Class 18 contains 5028 members 
Mstep: Class 19 contains 70277 members 
Mstep: Class 21 contains 80902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575816.000000 Penalty: 36850.429688
Iteration 118Q: 18 clusters Score -7.557582e+07 nChanged 1691
Entering ConstructFrom: 
Score: -75575816.000000 Penalty: 36850.429688
Entering ConstructFrom: 
Trying to split cluster 1 (39165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Entering Unmasked Estep 
Score: -4874380.500000 Penalty: 1718.525024
	Iteration 0F: 2 clusters Score -4874380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -4848228.000000 Penalty: 3437.050049
	Iteration 0F: 3 clusters Score -4848228 nChanged 18283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -4858510.000000 Penalty: 3437.050049
	Iteration 1F: 3 clusters Score -4858510 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -4858881.000000 Penalty: 3437.050049
	Iteration 2Q: 3 clusters Score -4858881 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -4859261.500000 Penalty: 3437.050049
	Iteration 3Q: 3 clusters Score -4859262 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -4859708.500000 Penalty: 3437.050049
	Iteration 4Q: 3 clusters Score -4859708 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -4860235.000000 Penalty: 3437.050049
	Iteration 5Q: 3 clusters Score -4860235 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -4860885.000000 Penalty: 3437.050049
	Iteration 6Q: 3 clusters Score -4860885 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -4861777.000000 Penalty: 3437.050049
	Iteration 7Q: 3 clusters Score -4861777 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -4862971.000000 Penalty: 3437.050049
	Iteration 8F: 3 clusters Score -4862971 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -4864554.000000 Penalty: 3437.050049
	Iteration 9F: 3 clusters Score -4864554 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -4866163.000000 Penalty: 3437.050049
	Iteration 10F: 3 clusters Score -4866163 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -4867295.500000 Penalty: 3437.050049
	Iteration 11F: 3 clusters Score -4867296 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -4867956.500000 Penalty: 3437.050049
	Iteration 12Q: 3 clusters Score -4867956 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -4868341.500000 Penalty: 3437.050049
	Iteration 13Q: 3 clusters Score -4868342 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -4868701.500000 Penalty: 3437.050049
	Iteration 14Q: 3 clusters Score -4868702 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -4869007.000000 Penalty: 3437.050049
	Iteration 15Q: 3 clusters Score -4869007 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -4869293.000000 Penalty: 3437.050049
	Iteration 16Q: 3 clusters Score -4869293 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -4869604.500000 Penalty: 3437.050049
	Iteration 17Q: 3 clusters Score -4869604 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -4869902.500000 Penalty: 3437.050049
	Iteration 18Q: 3 clusters Score -4869902 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -4870175.500000 Penalty: 3437.050049
	Iteration 19Q: 3 clusters Score -4870176 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -4870445.500000 Penalty: 3437.050049
	Iteration 20F: 3 clusters Score -4870446 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -4870693.000000 Penalty: 3437.050049
	Iteration 21Q: 3 clusters Score -4870693 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -4870941.500000 Penalty: 3437.050049
	Iteration 22Q: 3 clusters Score -4870942 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -4871162.000000 Penalty: 3437.050049
	Iteration 23Q: 3 clusters Score -4871162 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -4871376.500000 Penalty: 3437.050049
	Iteration 24Q: 3 clusters Score -4871376 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -4871610.000000 Penalty: 3437.050049
	Iteration 25Q: 3 clusters Score -4871610 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -4871787.500000 Penalty: 3437.050049
	Iteration 26Q: 3 clusters Score -4871788 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -4871904.000000 Penalty: 3437.050049
	Iteration 27Q: 3 clusters Score -4871904 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -4872028.000000 Penalty: 3437.050049
	Iteration 28Q: 3 clusters Score -4872028 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -4872140.500000 Penalty: 3437.050049
	Iteration 29Q: 3 clusters Score -4872140 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -4872227.000000 Penalty: 3437.050049
	Iteration 30Q: 3 clusters Score -4872227 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4872321.500000 Penalty: 3437.050049
	Iteration 31Q: 3 clusters Score -4872322 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4872400.500000 Penalty: 3437.050049
	Iteration 32Q: 3 clusters Score -4872400 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4872489.000000 Penalty: 3437.050049
	Iteration 33Q: 3 clusters Score -4872489 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4872587.000000 Penalty: 3437.050049
	Iteration 34Q: 3 clusters Score -4872587 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4872683.500000 Penalty: 3437.050049
	Iteration 35Q: 3 clusters Score -4872684 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4872742.500000 Penalty: 3437.050049
	Iteration 36Q: 3 clusters Score -4872742 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4872802.000000 Penalty: 3437.050049
	Iteration 37Q: 3 clusters Score -4872802 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4872853.500000 Penalty: 3437.050049
	Iteration 38Q: 3 clusters Score -4872854 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4872893.500000 Penalty: 3437.050049
	Iteration 39Q: 3 clusters Score -4872894 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4872935.000000 Penalty: 3437.050049
	Iteration 40F: 3 clusters Score -4872935 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4872974.000000 Penalty: 3437.050049
	Iteration 41Q: 3 clusters Score -4872974 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4873006.500000 Penalty: 3437.050049
	Iteration 42Q: 3 clusters Score -4873006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4873028.500000 Penalty: 3437.050049
	Iteration 43Q: 3 clusters Score -4873028 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4873049.000000 Penalty: 3437.050049
	Iteration 44Q: 3 clusters Score -4873049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4873066.500000 Penalty: 3437.050049
	Iteration 45Q: 3 clusters Score -4873066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4873082.500000 Penalty: 3437.050049
	Iteration 46Q: 3 clusters Score -4873082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4873086.000000 Penalty: 3437.050049
	Iteration 47Q: 3 clusters Score -4873086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4873093.000000 Penalty: 3437.050049
	Iteration 48Q: 3 clusters Score -4873093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4873118.000000 Penalty: 3437.050049
	Iteration 49Q: 3 clusters Score -4873118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4873125.500000 Penalty: 3437.050049
	Iteration 50Q: 3 clusters Score -4873126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4873131.500000 Penalty: 3437.050049
	Iteration 51Q: 3 clusters Score -4873132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4873127.500000 Penalty: 3437.050049
	Iteration 52Q: 3 clusters Score -4873128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4873135.000000 Penalty: 3437.050049
	Iteration 53Q: 3 clusters Score -4873135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4873146.000000 Penalty: 3437.050049
	Iteration 54Q: 3 clusters Score -4873146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4873147.500000 Penalty: 3437.050049
	Iteration 55Q: 3 clusters Score -4873148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4873150.500000 Penalty: 3437.050049
	Iteration 56Q: 3 clusters Score -4873150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4873154.000000 Penalty: 3437.050049
	Iteration 57Q: 3 clusters Score -4873154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4873152.000000 Penalty: 3437.050049
	Iteration 58Q: 3 clusters Score -4873152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4873155.000000 Penalty: 3437.050049
	Iteration 59Q: 3 clusters Score -4873155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4873153.500000 Penalty: 3437.050049
	Iteration 60F: 3 clusters Score -4873154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4873150.500000 Penalty: 3437.050049
	Iteration 61Q: 3 clusters Score -4873150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4873153.000000 Penalty: 3437.050049
	Iteration 62Q: 3 clusters Score -4873153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4873154.000000 Penalty: 3437.050049
	Iteration 63Q: 3 clusters Score -4873154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4873156.500000 Penalty: 3437.050049
	Iteration 64Q: 3 clusters Score -4873156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4873157.000000 Penalty: 3437.050049
	Iteration 65Q: 3 clusters Score -4873157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4873154.000000 Penalty: 3437.050049
	Iteration 66Q: 3 clusters Score -4873154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4873155.000000 Penalty: 3437.050049
	Iteration 67Q: 3 clusters Score -4873155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4873147.500000 Penalty: 3437.050049
	Iteration 68Q: 3 clusters Score -4873148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4873152.000000 Penalty: 3437.050049
	Iteration 69Q: 3 clusters Score -4873152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4873160.500000 Penalty: 3437.050049
	Iteration 70Q: 3 clusters Score -4873160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4873158.000000 Penalty: 3437.050049
	Iteration 71Q: 3 clusters Score -4873158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4873155.000000 Penalty: 3437.050049
	Iteration 72Q: 3 clusters Score -4873155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4873160.500000 Penalty: 3437.050049
	Iteration 73Q: 3 clusters Score -4873160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4873158.500000 Penalty: 3437.050049
	Iteration 74Q: 3 clusters Score -4873158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4873161.000000 Penalty: 3437.050049
	Iteration 75Q: 3 clusters Score -4873161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4873161.000000 Penalty: 3437.050049
	Iteration 76F: 3 clusters Score -4873161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (76646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76646 members 
Entering Unmasked Estep 
Score: -9527252.000000 Penalty: 1827.629883
	Iteration 0F: 2 clusters Score -9527252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -9477768.000000 Penalty: 3655.259766
	Iteration 0F: 3 clusters Score -9477768 nChanged 36044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -9498547.000000 Penalty: 3655.259766
	Iteration 1F: 3 clusters Score -9498547 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -9499224.000000 Penalty: 3655.259766
	Iteration 2Q: 3 clusters Score -9499224 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -9500001.000000 Penalty: 3655.259766
	Iteration 3Q: 3 clusters Score -9500001 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -9500967.000000 Penalty: 3655.259766
	Iteration 4Q: 3 clusters Score -9500967 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -9502110.000000 Penalty: 3655.259766
	Iteration 5Q: 3 clusters Score -9502110 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -9503592.000000 Penalty: 3655.259766
	Iteration 6Q: 3 clusters Score -9503592 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -9505530.000000 Penalty: 3655.259766
	Iteration 7Q: 3 clusters Score -9505530 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -9508102.000000 Penalty: 3655.259766
	Iteration 8F: 3 clusters Score -9508102 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -9511134.000000 Penalty: 3655.259766
	Iteration 9F: 3 clusters Score -9511134 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -9514189.000000 Penalty: 3655.259766
	Iteration 10F: 3 clusters Score -9514189 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -9515974.000000 Penalty: 3655.259766
	Iteration 11Q: 3 clusters Score -9515974 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -9516734.000000 Penalty: 3655.259766
	Iteration 12Q: 3 clusters Score -9516734 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -9517163.000000 Penalty: 3655.259766
	Iteration 13Q: 3 clusters Score -9517163 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -9517409.000000 Penalty: 3655.259766
	Iteration 14Q: 3 clusters Score -9517409 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -9517610.000000 Penalty: 3655.259766
	Iteration 15Q: 3 clusters Score -9517610 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -9517756.000000 Penalty: 3655.259766
	Iteration 16Q: 3 clusters Score -9517756 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -9517946.000000 Penalty: 3655.259766
	Iteration 17Q: 3 clusters Score -9517946 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -9518067.000000 Penalty: 3655.259766
	Iteration 18Q: 3 clusters Score -9518067 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -9518211.000000 Penalty: 3655.259766
	Iteration 19Q: 3 clusters Score -9518211 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -9518314.000000 Penalty: 3655.259766
	Iteration 20F: 3 clusters Score -9518314 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -9518490.000000 Penalty: 3655.259766
	Iteration 21Q: 3 clusters Score -9518490 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -9518613.000000 Penalty: 3655.259766
	Iteration 22Q: 3 clusters Score -9518613 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -9518694.000000 Penalty: 3655.259766
	Iteration 23Q: 3 clusters Score -9518694 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -9518890.000000 Penalty: 3655.259766
	Iteration 24Q: 3 clusters Score -9518890 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -9518985.000000 Penalty: 3655.259766
	Iteration 25Q: 3 clusters Score -9518985 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -9519225.000000 Penalty: 3655.259766
	Iteration 26Q: 3 clusters Score -9519225 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -9519354.000000 Penalty: 3655.259766
	Iteration 27Q: 3 clusters Score -9519354 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -9519531.000000 Penalty: 3655.259766
	Iteration 28Q: 3 clusters Score -9519531 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -9519691.000000 Penalty: 3655.259766
	Iteration 29Q: 3 clusters Score -9519691 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -9519848.000000 Penalty: 3655.259766
	Iteration 30Q: 3 clusters Score -9519848 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -9519999.000000 Penalty: 3655.259766
	Iteration 31Q: 3 clusters Score -9519999 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -9520195.000000 Penalty: 3655.259766
	Iteration 32Q: 3 clusters Score -9520195 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -9520334.000000 Penalty: 3655.259766
	Iteration 33Q: 3 clusters Score -9520334 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -9520483.000000 Penalty: 3655.259766
	Iteration 34Q: 3 clusters Score -9520483 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -9520632.000000 Penalty: 3655.259766
	Iteration 35Q: 3 clusters Score -9520632 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -9520800.000000 Penalty: 3655.259766
	Iteration 36Q: 3 clusters Score -9520800 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -9520968.000000 Penalty: 3655.259766
	Iteration 37Q: 3 clusters Score -9520968 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -9521097.000000 Penalty: 3655.259766
	Iteration 38Q: 3 clusters Score -9521097 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -9521242.000000 Penalty: 3655.259766
	Iteration 39Q: 3 clusters Score -9521242 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 58864 members 
Entering Unmasked Estep 
Score: -9521402.000000 Penalty: 3655.259766
	Iteration 40F: 3 clusters Score -9521402 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -9521592.000000 Penalty: 3655.259766
	Iteration 41Q: 3 clusters Score -9521592 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -9521766.000000 Penalty: 3655.259766
	Iteration 42Q: 3 clusters Score -9521766 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 61390 members 
Entering Unmasked Estep 
Score: -9521968.000000 Penalty: 3655.259766
	Iteration 43Q: 3 clusters Score -9521968 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -9522169.000000 Penalty: 3655.259766
	Iteration 44Q: 3 clusters Score -9522169 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -9522399.000000 Penalty: 3655.259766
	Iteration 45Q: 3 clusters Score -9522399 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -9522633.000000 Penalty: 3655.259766
	Iteration 46Q: 3 clusters Score -9522633 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -9522884.000000 Penalty: 3655.259766
	Iteration 47Q: 3 clusters Score -9522884 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 65531 members 
Entering Unmasked Estep 
Score: -9523041.000000 Penalty: 3655.259766
	Iteration 48Q: 3 clusters Score -9523041 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 66245 members 
Entering Unmasked Estep 
Score: -9523237.000000 Penalty: 3655.259766
	Iteration 49Q: 3 clusters Score -9523237 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 66981 members 
Entering Unmasked Estep 
Score: -9523446.000000 Penalty: 3655.259766
	Iteration 50Q: 3 clusters Score -9523446 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -9523691.000000 Penalty: 3655.259766
	Iteration 51Q: 3 clusters Score -9523691 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 68469 members 
Entering Unmasked Estep 
Score: -9523916.000000 Penalty: 3655.259766
	Iteration 52Q: 3 clusters Score -9523916 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -9524155.000000 Penalty: 3655.259766
	Iteration 53Q: 3 clusters Score -9524155 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 69986 members 
Entering Unmasked Estep 
Score: -9524406.000000 Penalty: 3655.259766
	Iteration 54Q: 3 clusters Score -9524406 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
Score: -9524659.000000 Penalty: 3655.259766
	Iteration 55Q: 3 clusters Score -9524659 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
Score: -9524919.000000 Penalty: 3655.259766
	Iteration 56Q: 3 clusters Score -9524919 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 72118 members 
Entering Unmasked Estep 
Score: -9525152.000000 Penalty: 3655.259766
	Iteration 57Q: 3 clusters Score -9525152 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -9525278.000000 Penalty: 3655.259766
	Iteration 58Q: 3 clusters Score -9525278 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 73195 members 
Entering Unmasked Estep 
Score: -9525383.000000 Penalty: 3655.259766
	Iteration 59Q: 3 clusters Score -9525383 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -9525499.000000 Penalty: 3655.259766
	Iteration 60F: 3 clusters Score -9525499 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 73954 members 
Entering Unmasked Estep 
Score: -9525553.000000 Penalty: 3655.259766
	Iteration 61Q: 3 clusters Score -9525553 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 74284 members 
Entering Unmasked Estep 
Score: -9525675.000000 Penalty: 3655.259766
	Iteration 62Q: 3 clusters Score -9525675 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 74584 members 
Entering Unmasked Estep 
Score: -9525743.000000 Penalty: 3655.259766
	Iteration 63Q: 3 clusters Score -9525743 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
Score: -9525801.000000 Penalty: 3655.259766
	Iteration 64Q: 3 clusters Score -9525801 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -9525861.000000 Penalty: 3655.259766
	Iteration 65Q: 3 clusters Score -9525861 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 75186 members 
Entering Unmasked Estep 
Score: -9525902.000000 Penalty: 3655.259766
	Iteration 66Q: 3 clusters Score -9525902 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -9525916.000000 Penalty: 3655.259766
	Iteration 67Q: 3 clusters Score -9525916 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 75437 members 
Entering Unmasked Estep 
Score: -9525943.000000 Penalty: 3655.259766
	Iteration 68Q: 3 clusters Score -9525943 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -9525997.000000 Penalty: 3655.259766
	Iteration 69Q: 3 clusters Score -9525997 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 75620 members 
Entering Unmasked Estep 
Score: -9526013.000000 Penalty: 3655.259766
	Iteration 70Q: 3 clusters Score -9526013 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 75687 members 
Entering Unmasked Estep 
Score: -9526043.000000 Penalty: 3655.259766
	Iteration 71Q: 3 clusters Score -9526043 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 75743 members 
Entering Unmasked Estep 
Score: -9526058.000000 Penalty: 3655.259766
	Iteration 72Q: 3 clusters Score -9526058 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 75785 members 
Entering Unmasked Estep 
Score: -9526072.000000 Penalty: 3655.259766
	Iteration 73Q: 3 clusters Score -9526072 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -9526078.000000 Penalty: 3655.259766
	Iteration 74Q: 3 clusters Score -9526078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 75860 members 
Entering Unmasked Estep 
Score: -9526084.000000 Penalty: 3655.259766
	Iteration 75Q: 3 clusters Score -9526084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -9526084.000000 Penalty: 3655.259766
	Iteration 76Q: 3 clusters Score -9526084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -9526095.000000 Penalty: 3655.259766
	Iteration 77Q: 3 clusters Score -9526095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 75926 members 
Entering Unmasked Estep 
Score: -9526099.000000 Penalty: 3655.259766
	Iteration 78Q: 3 clusters Score -9526099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 75938 members 
Entering Unmasked Estep 
Score: -9526102.000000 Penalty: 3655.259766
	Iteration 79Q: 3 clusters Score -9526102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 75952 members 
Entering Unmasked Estep 
Score: -9526105.000000 Penalty: 3655.259766
	Iteration 80F: 3 clusters Score -9526105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 75966 members 
Entering Unmasked Estep 
Score: -9526108.000000 Penalty: 3655.259766
	Iteration 81Q: 3 clusters Score -9526108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 75975 members 
Entering Unmasked Estep 
Score: -9526111.000000 Penalty: 3655.259766
	Iteration 82Q: 3 clusters Score -9526111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 75983 members 
Entering Unmasked Estep 
Score: -9526113.000000 Penalty: 3655.259766
	Iteration 83Q: 3 clusters Score -9526113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 75988 members 
Entering Unmasked Estep 
Score: -9526115.000000 Penalty: 3655.259766
	Iteration 84Q: 3 clusters Score -9526115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 75997 members 
Entering Unmasked Estep 
Score: -9526125.000000 Penalty: 3655.259766
	Iteration 85Q: 3 clusters Score -9526125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 76006 members 
Entering Unmasked Estep 
Score: -9526130.000000 Penalty: 3655.259766
	Iteration 86Q: 3 clusters Score -9526130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -9526135.000000 Penalty: 3655.259766
	Iteration 87Q: 3 clusters Score -9526135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 76013 members 
Entering Unmasked Estep 
Score: -9526132.000000 Penalty: 3655.259766
	Iteration 88Q: 3 clusters Score -9526132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 76014 members 
Entering Unmasked Estep 
Score: -9526133.000000 Penalty: 3655.259766
	Iteration 89Q: 3 clusters Score -9526133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 76014 members 
Entering Unmasked Estep 
Score: -9526133.000000 Penalty: 3655.259766
	Iteration 90F: 3 clusters Score -9526133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -46548.738281 Penalty: 987.616882
	Iteration 0F: 2 clusters Score -46548.74 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 208 members 
Entering Unmasked Estep 
Score: -45545.726562 Penalty: 1975.233765
	Iteration 0F: 3 clusters Score -45545.73 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45682.175781 Penalty: 1975.233765
	Iteration 1F: 3 clusters Score -45682.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45721.500000 Penalty: 1975.233765
	Iteration 2F: 3 clusters Score -45721.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45732.644531 Penalty: 1975.233765
	Iteration 3Q: 3 clusters Score -45732.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45746.308594 Penalty: 1975.233765
	Iteration 4Q: 3 clusters Score -45746.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45757.039062 Penalty: 1975.233765
	Iteration 5Q: 3 clusters Score -45757.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45779.082031 Penalty: 1975.233765
	Iteration 6Q: 3 clusters Score -45779.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45793.085938 Penalty: 1975.233765
	Iteration 7Q: 3 clusters Score -45793.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45804.488281 Penalty: 1975.233765
	Iteration 8Q: 3 clusters Score -45804.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -45805.222656 Penalty: 1975.233765
	Iteration 9Q: 3 clusters Score -45805.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -45805.222656 Penalty: 1975.233765
	Iteration 10F: 3 clusters Score -45805.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Entering Unmasked Estep 
Score: -5725103.000000 Penalty: 1745.517090
	Iteration 0F: 2 clusters Score -5725103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -5694031.000000 Penalty: 3491.034180
	Iteration 0F: 3 clusters Score -5694031 nChanged 21723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -5706109.500000 Penalty: 3491.034180
	Iteration 1F: 3 clusters Score -5706110 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -5706500.000000 Penalty: 3491.034180
	Iteration 2Q: 3 clusters Score -5706500 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -5706821.000000 Penalty: 3491.034180
	Iteration 3Q: 3 clusters Score -5706821 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -5707170.000000 Penalty: 3491.034180
	Iteration 4Q: 3 clusters Score -5707170 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -5707515.000000 Penalty: 3491.034180
	Iteration 5Q: 3 clusters Score -5707515 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -5707885.500000 Penalty: 3491.034180
	Iteration 6Q: 3 clusters Score -5707886 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -5708402.000000 Penalty: 3491.034180
	Iteration 7Q: 3 clusters Score -5708402 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -5709198.500000 Penalty: 3491.034180
	Iteration 8Q: 3 clusters Score -5709198 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -5710311.000000 Penalty: 3491.034180
	Iteration 9Q: 3 clusters Score -5710311 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -5711963.500000 Penalty: 3491.034180
	Iteration 10Q: 3 clusters Score -5711964 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -5714019.000000 Penalty: 3491.034180
	Iteration 11F: 3 clusters Score -5714019 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -5715739.000000 Penalty: 3491.034180
	Iteration 12F: 3 clusters Score -5715739 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -5716886.000000 Penalty: 3491.034180
	Iteration 13Q: 3 clusters Score -5716886 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -5717537.000000 Penalty: 3491.034180
	Iteration 14Q: 3 clusters Score -5717537 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -5718052.500000 Penalty: 3491.034180
	Iteration 15Q: 3 clusters Score -5718052 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -5718530.000000 Penalty: 3491.034180
	Iteration 16Q: 3 clusters Score -5718530 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -5719022.000000 Penalty: 3491.034180
	Iteration 17Q: 3 clusters Score -5719022 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -5719553.500000 Penalty: 3491.034180
	Iteration 18Q: 3 clusters Score -5719554 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -5720096.500000 Penalty: 3491.034180
	Iteration 19Q: 3 clusters Score -5720096 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -5720580.500000 Penalty: 3491.034180
	Iteration 20F: 3 clusters Score -5720580 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -5721046.000000 Penalty: 3491.034180
	Iteration 21Q: 3 clusters Score -5721046 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -5721522.000000 Penalty: 3491.034180
	Iteration 22Q: 3 clusters Score -5721522 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -5721907.000000 Penalty: 3491.034180
	Iteration 23Q: 3 clusters Score -5721907 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -5722238.000000 Penalty: 3491.034180
	Iteration 24Q: 3 clusters Score -5722238 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -5722541.000000 Penalty: 3491.034180
	Iteration 25Q: 3 clusters Score -5722541 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -5722758.500000 Penalty: 3491.034180
	Iteration 26Q: 3 clusters Score -5722758 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -5722949.500000 Penalty: 3491.034180
	Iteration 27Q: 3 clusters Score -5722950 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -5723105.000000 Penalty: 3491.034180
	Iteration 28Q: 3 clusters Score -5723105 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -5723205.500000 Penalty: 3491.034180
	Iteration 29Q: 3 clusters Score -5723206 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -5723290.000000 Penalty: 3491.034180
	Iteration 30Q: 3 clusters Score -5723290 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -5723361.500000 Penalty: 3491.034180
	Iteration 31Q: 3 clusters Score -5723362 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -5723419.500000 Penalty: 3491.034180
	Iteration 32Q: 3 clusters Score -5723420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -5723438.500000 Penalty: 3491.034180
	Iteration 33Q: 3 clusters Score -5723438 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -5723477.000000 Penalty: 3491.034180
	Iteration 34Q: 3 clusters Score -5723477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -5723490.500000 Penalty: 3491.034180
	Iteration 35Q: 3 clusters Score -5723490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -5723499.000000 Penalty: 3491.034180
	Iteration 36Q: 3 clusters Score -5723499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -5723514.500000 Penalty: 3491.034180
	Iteration 37Q: 3 clusters Score -5723514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -5723512.500000 Penalty: 3491.034180
	Iteration 38Q: 3 clusters Score -5723512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -5723518.500000 Penalty: 3491.034180
	Iteration 39Q: 3 clusters Score -5723518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -5723527.000000 Penalty: 3491.034180
	Iteration 40F: 3 clusters Score -5723527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -5723526.000000 Penalty: 3491.034180
	Iteration 41Q: 3 clusters Score -5723526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -5723529.000000 Penalty: 3491.034180
	Iteration 42Q: 3 clusters Score -5723529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -5723532.000000 Penalty: 3491.034180
	Iteration 43Q: 3 clusters Score -5723532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -5723534.500000 Penalty: 3491.034180
	Iteration 44Q: 3 clusters Score -5723534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -5723536.500000 Penalty: 3491.034180
	Iteration 45Q: 3 clusters Score -5723536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -5723536.500000 Penalty: 3491.034180
	Iteration 46Q: 3 clusters Score -5723536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -5723548.500000 Penalty: 3491.034180
	Iteration 47Q: 3 clusters Score -5723548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -5723549.000000 Penalty: 3491.034180
	Iteration 48Q: 3 clusters Score -5723549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -5723553.500000 Penalty: 3491.034180
	Iteration 49Q: 3 clusters Score -5723554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -5723550.500000 Penalty: 3491.034180
	Iteration 50Q: 3 clusters Score -5723550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -5723557.000000 Penalty: 3491.034180
	Iteration 51Q: 3 clusters Score -5723557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -5723557.500000 Penalty: 3491.034180
	Iteration 52Q: 3 clusters Score -5723558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -5723561.500000 Penalty: 3491.034180
	Iteration 53Q: 3 clusters Score -5723562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -5723565.000000 Penalty: 3491.034180
	Iteration 54Q: 3 clusters Score -5723565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -5723568.500000 Penalty: 3491.034180
	Iteration 55Q: 3 clusters Score -5723568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -5723571.500000 Penalty: 3491.034180
	Iteration 56Q: 3 clusters Score -5723572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -5723577.000000 Penalty: 3491.034180
	Iteration 57Q: 3 clusters Score -5723577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -5723579.000000 Penalty: 3491.034180
	Iteration 58Q: 3 clusters Score -5723579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -5723584.000000 Penalty: 3491.034180
	Iteration 59Q: 3 clusters Score -5723584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -5723585.000000 Penalty: 3491.034180
	Iteration 60F: 3 clusters Score -5723585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -5723588.000000 Penalty: 3491.034180
	Iteration 61Q: 3 clusters Score -5723588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -5723592.000000 Penalty: 3491.034180
	Iteration 62Q: 3 clusters Score -5723592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -5723592.500000 Penalty: 3491.034180
	Iteration 63Q: 3 clusters Score -5723592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -5723591.000000 Penalty: 3491.034180
	Iteration 64Q: 3 clusters Score -5723591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -5723597.000000 Penalty: 3491.034180
	Iteration 65Q: 3 clusters Score -5723597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -5723601.500000 Penalty: 3491.034180
	Iteration 66Q: 3 clusters Score -5723602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -5723598.500000 Penalty: 3491.034180
	Iteration 67Q: 3 clusters Score -5723598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -5723598.500000 Penalty: 3491.034180
	Iteration 68Q: 3 clusters Score -5723598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -5723601.500000 Penalty: 3491.034180
	Iteration 69Q: 3 clusters Score -5723602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -5723604.000000 Penalty: 3491.034180
	Iteration 70Q: 3 clusters Score -5723604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -5723613.000000 Penalty: 3491.034180
	Iteration 71Q: 3 clusters Score -5723613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -5723610.500000 Penalty: 3491.034180
	Iteration 72Q: 3 clusters Score -5723610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -5723605.500000 Penalty: 3491.034180
	Iteration 73Q: 3 clusters Score -5723606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -5723611.000000 Penalty: 3491.034180
	Iteration 74Q: 3 clusters Score -5723611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -5723612.500000 Penalty: 3491.034180
	Iteration 75Q: 3 clusters Score -5723612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -5723612.500000 Penalty: 3491.034180
	Iteration 76F: 3 clusters Score -5723612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (52095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Entering Unmasked Estep 
Score: -6490750.500000 Penalty: 1764.884033
	Iteration 0F: 2 clusters Score -6490750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -6456073.500000 Penalty: 3529.768066
	Iteration 0F: 3 clusters Score -6456074 nChanged 24483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -6469927.500000 Penalty: 3529.768066
	Iteration 1F: 3 clusters Score -6469928 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -6470518.000000 Penalty: 3529.768066
	Iteration 2Q: 3 clusters Score -6470518 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -6471246.000000 Penalty: 3529.768066
	Iteration 3Q: 3 clusters Score -6471246 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -6472298.500000 Penalty: 3529.768066
	Iteration 4Q: 3 clusters Score -6472298 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -6474028.000000 Penalty: 3529.768066
	Iteration 5F: 3 clusters Score -6474028 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -6476760.500000 Penalty: 3529.768066
	Iteration 6F: 3 clusters Score -6476760 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -6480452.000000 Penalty: 3529.768066
	Iteration 7F: 3 clusters Score -6480452 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -6484114.500000 Penalty: 3529.768066
	Iteration 8F: 3 clusters Score -6484114 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -6486637.000000 Penalty: 3529.768066
	Iteration 9F: 3 clusters Score -6486637 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6487977.500000 Penalty: 3529.768066
	Iteration 10Q: 3 clusters Score -6487978 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6488615.000000 Penalty: 3529.768066
	Iteration 11Q: 3 clusters Score -6488615 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6488911.000000 Penalty: 3529.768066
	Iteration 12Q: 3 clusters Score -6488911 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6489076.500000 Penalty: 3529.768066
	Iteration 13Q: 3 clusters Score -6489076 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6489130.000000 Penalty: 3529.768066
	Iteration 14Q: 3 clusters Score -6489130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6489170.500000 Penalty: 3529.768066
	Iteration 15Q: 3 clusters Score -6489170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6489204.500000 Penalty: 3529.768066
	Iteration 16Q: 3 clusters Score -6489204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6489229.000000 Penalty: 3529.768066
	Iteration 17Q: 3 clusters Score -6489229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6489230.000000 Penalty: 3529.768066
	Iteration 18Q: 3 clusters Score -6489230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6489235.500000 Penalty: 3529.768066
	Iteration 19Q: 3 clusters Score -6489236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6489239.500000 Penalty: 3529.768066
	Iteration 20F: 3 clusters Score -6489240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6489236.500000 Penalty: 3529.768066
	Iteration 21Q: 3 clusters Score -6489236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6489245.500000 Penalty: 3529.768066
	Iteration 22Q: 3 clusters Score -6489246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6489249.000000 Penalty: 3529.768066
	Iteration 23Q: 3 clusters Score -6489249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6489249.000000 Penalty: 3529.768066
	Iteration 24Q: 3 clusters Score -6489249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6489251.500000 Penalty: 3529.768066
	Iteration 25Q: 3 clusters Score -6489252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6489258.500000 Penalty: 3529.768066
	Iteration 26Q: 3 clusters Score -6489258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6489255.000000 Penalty: 3529.768066
	Iteration 27Q: 3 clusters Score -6489255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6489263.000000 Penalty: 3529.768066
	Iteration 28Q: 3 clusters Score -6489263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6489264.500000 Penalty: 3529.768066
	Iteration 29Q: 3 clusters Score -6489264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6489279.000000 Penalty: 3529.768066
	Iteration 30Q: 3 clusters Score -6489279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6489283.000000 Penalty: 3529.768066
	Iteration 31Q: 3 clusters Score -6489283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6489283.500000 Penalty: 3529.768066
	Iteration 32Q: 3 clusters Score -6489284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6489282.000000 Penalty: 3529.768066
	Iteration 33Q: 3 clusters Score -6489282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6489282.000000 Penalty: 3529.768066
	Iteration 34F: 3 clusters Score -6489282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Entering Unmasked Estep 
Score: -4637151.000000 Penalty: 1710.465820
	Iteration 0F: 2 clusters Score -4637151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -4612246.500000 Penalty: 3420.931641
	Iteration 0F: 3 clusters Score -4612246 nChanged 17396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -4621964.500000 Penalty: 3420.931641
	Iteration 1F: 3 clusters Score -4621964 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4622349.500000 Penalty: 3420.931641
	Iteration 2Q: 3 clusters Score -4622350 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -4622757.000000 Penalty: 3420.931641
	Iteration 3Q: 3 clusters Score -4622757 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -4623226.500000 Penalty: 3420.931641
	Iteration 4Q: 3 clusters Score -4623226 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -4623748.500000 Penalty: 3420.931641
	Iteration 5Q: 3 clusters Score -4623748 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -4624430.000000 Penalty: 3420.931641
	Iteration 6Q: 3 clusters Score -4624430 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -4625380.500000 Penalty: 3420.931641
	Iteration 7Q: 3 clusters Score -4625380 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -4626724.500000 Penalty: 3420.931641
	Iteration 8F: 3 clusters Score -4626724 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -4628320.000000 Penalty: 3420.931641
	Iteration 9F: 3 clusters Score -4628320 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -4629901.000000 Penalty: 3420.931641
	Iteration 10F: 3 clusters Score -4629901 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -4630918.500000 Penalty: 3420.931641
	Iteration 11F: 3 clusters Score -4630918 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -4631345.500000 Penalty: 3420.931641
	Iteration 12Q: 3 clusters Score -4631346 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -4631571.000000 Penalty: 3420.931641
	Iteration 13Q: 3 clusters Score -4631571 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -4631746.500000 Penalty: 3420.931641
	Iteration 14Q: 3 clusters Score -4631746 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -4631855.500000 Penalty: 3420.931641
	Iteration 15Q: 3 clusters Score -4631856 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -4631945.500000 Penalty: 3420.931641
	Iteration 16Q: 3 clusters Score -4631946 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -4632052.000000 Penalty: 3420.931641
	Iteration 17Q: 3 clusters Score -4632052 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -4632110.000000 Penalty: 3420.931641
	Iteration 18Q: 3 clusters Score -4632110 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -4632171.000000 Penalty: 3420.931641
	Iteration 19Q: 3 clusters Score -4632171 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -4632218.500000 Penalty: 3420.931641
	Iteration 20F: 3 clusters Score -4632218 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -4632285.000000 Penalty: 3420.931641
	Iteration 21Q: 3 clusters Score -4632285 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -4632329.000000 Penalty: 3420.931641
	Iteration 22Q: 3 clusters Score -4632329 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -4632362.500000 Penalty: 3420.931641
	Iteration 23Q: 3 clusters Score -4632362 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -4632389.500000 Penalty: 3420.931641
	Iteration 24Q: 3 clusters Score -4632390 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -4632428.000000 Penalty: 3420.931641
	Iteration 25Q: 3 clusters Score -4632428 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -4632465.000000 Penalty: 3420.931641
	Iteration 26Q: 3 clusters Score -4632465 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -4632500.500000 Penalty: 3420.931641
	Iteration 27Q: 3 clusters Score -4632500 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -4632539.500000 Penalty: 3420.931641
	Iteration 28Q: 3 clusters Score -4632540 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -4632576.500000 Penalty: 3420.931641
	Iteration 29Q: 3 clusters Score -4632576 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -4632614.500000 Penalty: 3420.931641
	Iteration 30Q: 3 clusters Score -4632614 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -4632639.000000 Penalty: 3420.931641
	Iteration 31Q: 3 clusters Score -4632639 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -4632673.000000 Penalty: 3420.931641
	Iteration 32Q: 3 clusters Score -4632673 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -4632706.500000 Penalty: 3420.931641
	Iteration 33Q: 3 clusters Score -4632706 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -4632739.500000 Penalty: 3420.931641
	Iteration 34Q: 3 clusters Score -4632740 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -4632763.500000 Penalty: 3420.931641
	Iteration 35Q: 3 clusters Score -4632764 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -4632802.500000 Penalty: 3420.931641
	Iteration 36Q: 3 clusters Score -4632802 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -4632824.500000 Penalty: 3420.931641
	Iteration 37Q: 3 clusters Score -4632824 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -4632858.500000 Penalty: 3420.931641
	Iteration 38Q: 3 clusters Score -4632858 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -4632887.500000 Penalty: 3420.931641
	Iteration 39Q: 3 clusters Score -4632888 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -4632916.000000 Penalty: 3420.931641
	Iteration 40F: 3 clusters Score -4632916 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -4632943.000000 Penalty: 3420.931641
	Iteration 41Q: 3 clusters Score -4632943 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -4632981.000000 Penalty: 3420.931641
	Iteration 42Q: 3 clusters Score -4632981 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -4633008.500000 Penalty: 3420.931641
	Iteration 43Q: 3 clusters Score -4633008 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -4633039.000000 Penalty: 3420.931641
	Iteration 44Q: 3 clusters Score -4633039 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -4633070.500000 Penalty: 3420.931641
	Iteration 45Q: 3 clusters Score -4633070 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -4633097.000000 Penalty: 3420.931641
	Iteration 46Q: 3 clusters Score -4633097 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -4633161.000000 Penalty: 3420.931641
	Iteration 47Q: 3 clusters Score -4633161 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -4633208.000000 Penalty: 3420.931641
	Iteration 48Q: 3 clusters Score -4633208 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -4633250.500000 Penalty: 3420.931641
	Iteration 49Q: 3 clusters Score -4633250 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -4633295.000000 Penalty: 3420.931641
	Iteration 50Q: 3 clusters Score -4633295 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -4633346.500000 Penalty: 3420.931641
	Iteration 51Q: 3 clusters Score -4633346 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -4633386.000000 Penalty: 3420.931641
	Iteration 52Q: 3 clusters Score -4633386 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -4633426.500000 Penalty: 3420.931641
	Iteration 53Q: 3 clusters Score -4633426 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -4633492.000000 Penalty: 3420.931641
	Iteration 54Q: 3 clusters Score -4633492 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -4633553.000000 Penalty: 3420.931641
	Iteration 55Q: 3 clusters Score -4633553 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -4633609.500000 Penalty: 3420.931641
	Iteration 56Q: 3 clusters Score -4633610 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -4633656.000000 Penalty: 3420.931641
	Iteration 57Q: 3 clusters Score -4633656 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -4633711.500000 Penalty: 3420.931641
	Iteration 58Q: 3 clusters Score -4633712 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -4633765.000000 Penalty: 3420.931641
	Iteration 59Q: 3 clusters Score -4633765 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -4633827.000000 Penalty: 3420.931641
	Iteration 60F: 3 clusters Score -4633827 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -4633904.000000 Penalty: 3420.931641
	Iteration 61Q: 3 clusters Score -4633904 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -4633967.000000 Penalty: 3420.931641
	Iteration 62Q: 3 clusters Score -4633967 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -4634029.500000 Penalty: 3420.931641
	Iteration 63Q: 3 clusters Score -4634030 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -4634093.000000 Penalty: 3420.931641
	Iteration 64Q: 3 clusters Score -4634093 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -4634172.500000 Penalty: 3420.931641
	Iteration 65Q: 3 clusters Score -4634172 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -4634246.500000 Penalty: 3420.931641
	Iteration 66Q: 3 clusters Score -4634246 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -4634310.500000 Penalty: 3420.931641
	Iteration 67Q: 3 clusters Score -4634310 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -4634389.500000 Penalty: 3420.931641
	Iteration 68Q: 3 clusters Score -4634390 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -4634446.500000 Penalty: 3420.931641
	Iteration 69Q: 3 clusters Score -4634446 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -4634497.500000 Penalty: 3420.931641
	Iteration 70Q: 3 clusters Score -4634498 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -4634551.500000 Penalty: 3420.931641
	Iteration 71Q: 3 clusters Score -4634552 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -4634592.000000 Penalty: 3420.931641
	Iteration 72Q: 3 clusters Score -4634592 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -4634653.000000 Penalty: 3420.931641
	Iteration 73Q: 3 clusters Score -4634653 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -4634704.500000 Penalty: 3420.931641
	Iteration 74Q: 3 clusters Score -4634704 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -4634743.500000 Penalty: 3420.931641
	Iteration 75Q: 3 clusters Score -4634744 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -4634801.000000 Penalty: 3420.931641
	Iteration 76Q: 3 clusters Score -4634801 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -4634885.500000 Penalty: 3420.931641
	Iteration 77Q: 3 clusters Score -4634886 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -4634926.500000 Penalty: 3420.931641
	Iteration 78Q: 3 clusters Score -4634926 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -4635006.000000 Penalty: 3420.931641
	Iteration 79Q: 3 clusters Score -4635006 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -4635080.500000 Penalty: 3420.931641
	Iteration 80F: 3 clusters Score -4635080 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -4635143.000000 Penalty: 3420.931641
	Iteration 81Q: 3 clusters Score -4635143 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -4635191.500000 Penalty: 3420.931641
	Iteration 82Q: 3 clusters Score -4635192 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -4635228.500000 Penalty: 3420.931641
	Iteration 83Q: 3 clusters Score -4635228 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -4635276.500000 Penalty: 3420.931641
	Iteration 84Q: 3 clusters Score -4635276 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -4635335.000000 Penalty: 3420.931641
	Iteration 85Q: 3 clusters Score -4635335 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -4635367.500000 Penalty: 3420.931641
	Iteration 86Q: 3 clusters Score -4635368 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -4635403.500000 Penalty: 3420.931641
	Iteration 87Q: 3 clusters Score -4635404 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -4635419.500000 Penalty: 3420.931641
	Iteration 88Q: 3 clusters Score -4635420 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -4635454.000000 Penalty: 3420.931641
	Iteration 89Q: 3 clusters Score -4635454 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -4635521.500000 Penalty: 3420.931641
	Iteration 90Q: 3 clusters Score -4635522 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -4635568.000000 Penalty: 3420.931641
	Iteration 91Q: 3 clusters Score -4635568 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -4635618.000000 Penalty: 3420.931641
	Iteration 92Q: 3 clusters Score -4635618 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -4635649.000000 Penalty: 3420.931641
	Iteration 93Q: 3 clusters Score -4635649 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -4635709.000000 Penalty: 3420.931641
	Iteration 94Q: 3 clusters Score -4635709 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4635744.500000 Penalty: 3420.931641
	Iteration 95Q: 3 clusters Score -4635744 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -4635781.500000 Penalty: 3420.931641
	Iteration 96Q: 3 clusters Score -4635782 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -4635816.000000 Penalty: 3420.931641
	Iteration 97Q: 3 clusters Score -4635816 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -4635837.000000 Penalty: 3420.931641
	Iteration 98Q: 3 clusters Score -4635837 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -4635864.000000 Penalty: 3420.931641
	Iteration 99Q: 3 clusters Score -4635864 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -4635909.500000 Penalty: 3420.931641
	Iteration 100F: 3 clusters Score -4635910 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4635948.000000 Penalty: 3420.931641
	Iteration 101Q: 3 clusters Score -4635948 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -4635987.000000 Penalty: 3420.931641
	Iteration 102Q: 3 clusters Score -4635987 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -4636025.000000 Penalty: 3420.931641
	Iteration 103Q: 3 clusters Score -4636025 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -4636082.500000 Penalty: 3420.931641
	Iteration 104Q: 3 clusters Score -4636082 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -4636125.000000 Penalty: 3420.931641
	Iteration 105Q: 3 clusters Score -4636125 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -4636178.500000 Penalty: 3420.931641
	Iteration 106Q: 3 clusters Score -4636178 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -4636238.500000 Penalty: 3420.931641
	Iteration 107Q: 3 clusters Score -4636238 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -4636301.000000 Penalty: 3420.931641
	Iteration 108Q: 3 clusters Score -4636301 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -4636353.500000 Penalty: 3420.931641
	Iteration 109Q: 3 clusters Score -4636354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -4636414.000000 Penalty: 3420.931641
	Iteration 110Q: 3 clusters Score -4636414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -4636466.000000 Penalty: 3420.931641
	Iteration 111Q: 3 clusters Score -4636466 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -4636523.500000 Penalty: 3420.931641
	Iteration 112Q: 3 clusters Score -4636524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -4636572.000000 Penalty: 3420.931641
	Iteration 113Q: 3 clusters Score -4636572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -4636608.500000 Penalty: 3420.931641
	Iteration 114Q: 3 clusters Score -4636608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -4636665.000000 Penalty: 3420.931641
	Iteration 115Q: 3 clusters Score -4636665 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -4636737.500000 Penalty: 3420.931641
	Iteration 116Q: 3 clusters Score -4636738 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -4636839.500000 Penalty: 3420.931641
	Iteration 117Q: 3 clusters Score -4636840 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -4636990.000000 Penalty: 3420.931641
	Iteration 118Q: 3 clusters Score -4636990 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -4637161.500000 Penalty: 3420.931641
	Iteration 119Q: 3 clusters Score -4637162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -4637471.500000 Penalty: 3420.931641
	Iteration 120F: 3 clusters Score -4637472 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -4637965.500000 Penalty: 3420.931641
	Iteration 121Q: 3 clusters Score -4637966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -4638739.000000 Penalty: 3420.931641
	Iteration 122Q: 3 clusters Score -4638739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -4640181.000000 Penalty: 3420.931641
	Iteration 123Q: 3 clusters Score -4640181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -4640299.000000 Penalty: 3420.931641
	Iteration 124Q: 3 clusters Score -4640299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -4640299.000000 Penalty: 3420.931641
	Iteration 125F: 3 clusters Score -4640299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 76646 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 46242 members 
Mstep: Class 5 contains 52095 members 
Mstep: Class 6 contains 148 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 37122 members 
Mstep: Class 9 contains 30206 members 
Mstep: Class 10 contains 1994 members 
Mstep: Class 11 contains 56980 members 
Mstep: Class 12 contains 8118 members 
Mstep: Class 13 contains 52479 members 
Mstep: Class 14 contains 17814 members 
Mstep: Class 15 contains 44752 members 
Mstep: Class 18 contains 5029 members 
Mstep: Class 19 contains 70235 members 
Mstep: Class 21 contains 81010 members 
Entering Unmasked Estep 
Score: -75578680.000000 Penalty: 39018.101562
Splitting cluster 6 changes total score from -75575816.000000 to -75578680.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 7 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -94479.609375 Penalty: 1084.616211
	Iteration 0F: 2 clusters Score -94479.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -93165.437500 Penalty: 2169.232422
	Iteration 0F: 3 clusters Score -93165.44 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -93374.046875 Penalty: 2169.232422
	Iteration 1F: 3 clusters Score -93374.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -93427.671875 Penalty: 2169.232422
	Iteration 2F: 3 clusters Score -93427.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -93451.531250 Penalty: 2169.232422
	Iteration 3Q: 3 clusters Score -93451.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -93469.171875 Penalty: 2169.232422
	Iteration 4Q: 3 clusters Score -93469.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -93484.390625 Penalty: 2169.232422
	Iteration 5Q: 3 clusters Score -93484.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -93494.242188 Penalty: 2169.232422
	Iteration 6Q: 3 clusters Score -93494.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93502.804688 Penalty: 2169.232422
	Iteration 7Q: 3 clusters Score -93502.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -93518.320312 Penalty: 2169.232422
	Iteration 8Q: 3 clusters Score -93518.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -93549.429688 Penalty: 2169.232422
	Iteration 9Q: 3 clusters Score -93549.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -93567.390625 Penalty: 2169.232422
	Iteration 10Q: 3 clusters Score -93567.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -93591.867188 Penalty: 2169.232422
	Iteration 11Q: 3 clusters Score -93591.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -93622.929688 Penalty: 2169.232422
	Iteration 12Q: 3 clusters Score -93622.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -93634.343750 Penalty: 2169.232422
	Iteration 13Q: 3 clusters Score -93634.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -93641.976562 Penalty: 2169.232422
	Iteration 14Q: 3 clusters Score -93641.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -93648.234375 Penalty: 2169.232422
	Iteration 15Q: 3 clusters Score -93648.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -93655.695312 Penalty: 2169.232422
	Iteration 16Q: 3 clusters Score -93655.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -93665.382812 Penalty: 2169.232422
	Iteration 17Q: 3 clusters Score -93665.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -93678.335938 Penalty: 2169.232422
	Iteration 18Q: 3 clusters Score -93678.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -93704.414062 Penalty: 2169.232422
	Iteration 19Q: 3 clusters Score -93704.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -93725.085938 Penalty: 2169.232422
	Iteration 20F: 3 clusters Score -93725.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -93759.421875 Penalty: 2169.232422
	Iteration 21Q: 3 clusters Score -93759.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -93791.062500 Penalty: 2169.232422
	Iteration 22Q: 3 clusters Score -93791.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -93818.218750 Penalty: 2169.232422
	Iteration 23Q: 3 clusters Score -93818.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -93884.343750 Penalty: 2169.232422
	Iteration 24Q: 3 clusters Score -93884.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -93985.468750 Penalty: 2169.232422
	Iteration 25Q: 3 clusters Score -93985.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -94041.882812 Penalty: 2169.232422
	Iteration 26Q: 3 clusters Score -94041.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -94074.976562 Penalty: 2169.232422
	Iteration 27Q: 3 clusters Score -94074.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -94111.203125 Penalty: 2169.232422
	Iteration 28Q: 3 clusters Score -94111.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -94137.281250 Penalty: 2169.232422
	Iteration 29Q: 3 clusters Score -94137.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -94153.171875 Penalty: 2169.232422
	Iteration 30Q: 3 clusters Score -94153.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -94171.906250 Penalty: 2169.232422
	Iteration 31Q: 3 clusters Score -94171.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -94180.546875 Penalty: 2169.232422
	Iteration 32Q: 3 clusters Score -94180.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -94186.476562 Penalty: 2169.232422
	Iteration 33Q: 3 clusters Score -94186.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -94190.226562 Penalty: 2169.232422
	Iteration 34Q: 3 clusters Score -94190.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -94193.031250 Penalty: 2169.232422
	Iteration 35Q: 3 clusters Score -94193.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -94195.937500 Penalty: 2169.232422
	Iteration 36Q: 3 clusters Score -94195.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -94195.937500 Penalty: 2169.232422
	Iteration 37F: 3 clusters Score -94195.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Entering Unmasked Estep 
Score: -3645722.750000 Penalty: 1676.316895
	Iteration 0F: 2 clusters Score -3645723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3625381.750000 Penalty: 3352.633789
	Iteration 0F: 3 clusters Score -3625382 nChanged 13980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -3633394.500000 Penalty: 3352.633789
	Iteration 1F: 3 clusters Score -3633394 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -3633825.250000 Penalty: 3352.633789
	Iteration 2Q: 3 clusters Score -3633825 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -3634270.500000 Penalty: 3352.633789
	Iteration 3Q: 3 clusters Score -3634270 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3634845.500000 Penalty: 3352.633789
	Iteration 4Q: 3 clusters Score -3634846 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -3635592.250000 Penalty: 3352.633789
	Iteration 5Q: 3 clusters Score -3635592 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3636545.250000 Penalty: 3352.633789
	Iteration 6F: 3 clusters Score -3636545 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -3637748.000000 Penalty: 3352.633789
	Iteration 7F: 3 clusters Score -3637748 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3639091.750000 Penalty: 3352.633789
	Iteration 8F: 3 clusters Score -3639092 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -3640230.250000 Penalty: 3352.633789
	Iteration 9Q: 3 clusters Score -3640230 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -3641173.250000 Penalty: 3352.633789
	Iteration 10Q: 3 clusters Score -3641173 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3641939.500000 Penalty: 3352.633789
	Iteration 11Q: 3 clusters Score -3641940 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -3642622.250000 Penalty: 3352.633789
	Iteration 12Q: 3 clusters Score -3642622 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3643187.250000 Penalty: 3352.633789
	Iteration 13Q: 3 clusters Score -3643187 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -3643555.750000 Penalty: 3352.633789
	Iteration 14Q: 3 clusters Score -3643556 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -3643835.000000 Penalty: 3352.633789
	Iteration 15Q: 3 clusters Score -3643835 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -3643976.250000 Penalty: 3352.633789
	Iteration 16Q: 3 clusters Score -3643976 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -3644055.250000 Penalty: 3352.633789
	Iteration 17Q: 3 clusters Score -3644055 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -3644093.750000 Penalty: 3352.633789
	Iteration 18Q: 3 clusters Score -3644094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -3644125.750000 Penalty: 3352.633789
	Iteration 19Q: 3 clusters Score -3644126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -3644166.750000 Penalty: 3352.633789
	Iteration 20F: 3 clusters Score -3644167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -3644198.500000 Penalty: 3352.633789
	Iteration 21Q: 3 clusters Score -3644198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -3644233.500000 Penalty: 3352.633789
	Iteration 22Q: 3 clusters Score -3644234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -3644244.250000 Penalty: 3352.633789
	Iteration 23Q: 3 clusters Score -3644244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -3644254.750000 Penalty: 3352.633789
	Iteration 24Q: 3 clusters Score -3644255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3644255.750000 Penalty: 3352.633789
	Iteration 25Q: 3 clusters Score -3644256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -3644258.250000 Penalty: 3352.633789
	Iteration 26Q: 3 clusters Score -3644258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -3644262.000000 Penalty: 3352.633789
	Iteration 27Q: 3 clusters Score -3644262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -3644263.750000 Penalty: 3352.633789
	Iteration 28Q: 3 clusters Score -3644264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -3644265.750000 Penalty: 3352.633789
	Iteration 29Q: 3 clusters Score -3644266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -3644273.250000 Penalty: 3352.633789
	Iteration 30Q: 3 clusters Score -3644273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -3644279.000000 Penalty: 3352.633789
	Iteration 31Q: 3 clusters Score -3644279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -3644282.000000 Penalty: 3352.633789
	Iteration 32Q: 3 clusters Score -3644282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3644282.250000 Penalty: 3352.633789
	Iteration 33Q: 3 clusters Score -3644282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3644282.250000 Penalty: 3352.633789
	Iteration 34F: 3 clusters Score -3644282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Entering Unmasked Estep 
Score: -252611.765625 Penalty: 1234.658447
	Iteration 0F: 2 clusters Score -252611.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -250499.375000 Penalty: 2469.316895
	Iteration 0F: 3 clusters Score -250499.4 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -250925.046875 Penalty: 2469.316895
	Iteration 1F: 3 clusters Score -250925 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -251032.312500 Penalty: 2469.316895
	Iteration 2F: 3 clusters Score -251032.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -251085.421875 Penalty: 2469.316895
	Iteration 3Q: 3 clusters Score -251085.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -251126.109375 Penalty: 2469.316895
	Iteration 4Q: 3 clusters Score -251126.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -251148.453125 Penalty: 2469.316895
	Iteration 5Q: 3 clusters Score -251148.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -251165.843750 Penalty: 2469.316895
	Iteration 6Q: 3 clusters Score -251165.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -251180.015625 Penalty: 2469.316895
	Iteration 7Q: 3 clusters Score -251180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -251191.000000 Penalty: 2469.316895
	Iteration 8Q: 3 clusters Score -251191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -251202.609375 Penalty: 2469.316895
	Iteration 9Q: 3 clusters Score -251202.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -251213.843750 Penalty: 2469.316895
	Iteration 10Q: 3 clusters Score -251213.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -251227.312500 Penalty: 2469.316895
	Iteration 11Q: 3 clusters Score -251227.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -251241.531250 Penalty: 2469.316895
	Iteration 12Q: 3 clusters Score -251241.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -251248.750000 Penalty: 2469.316895
	Iteration 13Q: 3 clusters Score -251248.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -251252.953125 Penalty: 2469.316895
	Iteration 14Q: 3 clusters Score -251253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -251255.984375 Penalty: 2469.316895
	Iteration 15Q: 3 clusters Score -251256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -251257.906250 Penalty: 2469.316895
	Iteration 16Q: 3 clusters Score -251257.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -251261.828125 Penalty: 2469.316895
	Iteration 17Q: 3 clusters Score -251261.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -251265.593750 Penalty: 2469.316895
	Iteration 18Q: 3 clusters Score -251265.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -251268.265625 Penalty: 2469.316895
	Iteration 19Q: 3 clusters Score -251268.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -251269.187500 Penalty: 2469.316895
	Iteration 20F: 3 clusters Score -251269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -251270.187500 Penalty: 2469.316895
	Iteration 21Q: 3 clusters Score -251270.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -251270.671875 Penalty: 2469.316895
	Iteration 22Q: 3 clusters Score -251270.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -251270.671875 Penalty: 2469.316895
	Iteration 23F: 3 clusters Score -251270.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (56980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Entering Unmasked Estep 
Score: -7073519.000000 Penalty: 1779.449097
	Iteration 0F: 2 clusters Score -7073519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -7036034.000000 Penalty: 3558.898193
	Iteration 0F: 3 clusters Score -7036034 nChanged 26946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -7051318.500000 Penalty: 3558.898193
	Iteration 1F: 3 clusters Score -7051318 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -7051931.500000 Penalty: 3558.898193
	Iteration 2Q: 3 clusters Score -7051932 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -7052781.500000 Penalty: 3558.898193
	Iteration 3Q: 3 clusters Score -7052782 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -7054202.500000 Penalty: 3558.898193
	Iteration 4F: 3 clusters Score -7054202 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -7056666.500000 Penalty: 3558.898193
	Iteration 5F: 3 clusters Score -7056666 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -7060694.000000 Penalty: 3558.898193
	Iteration 6F: 3 clusters Score -7060694 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -7065513.000000 Penalty: 3558.898193
	Iteration 7F: 3 clusters Score -7065513 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -7069274.500000 Penalty: 3558.898193
	Iteration 8F: 3 clusters Score -7069274 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7071081.500000 Penalty: 3558.898193
	Iteration 9Q: 3 clusters Score -7071082 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7071659.000000 Penalty: 3558.898193
	Iteration 10Q: 3 clusters Score -7071659 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -7071835.000000 Penalty: 3558.898193
	Iteration 11Q: 3 clusters Score -7071835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -7071902.000000 Penalty: 3558.898193
	Iteration 12Q: 3 clusters Score -7071902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7071917.500000 Penalty: 3558.898193
	Iteration 13Q: 3 clusters Score -7071918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7071926.500000 Penalty: 3558.898193
	Iteration 14Q: 3 clusters Score -7071926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -7071935.500000 Penalty: 3558.898193
	Iteration 15Q: 3 clusters Score -7071936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7071942.500000 Penalty: 3558.898193
	Iteration 16Q: 3 clusters Score -7071942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -7071942.500000 Penalty: 3558.898193
	Iteration 17F: 3 clusters Score -7071942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Entering Unmasked Estep 
Score: -1006712.562500 Penalty: 1462.798828
	Iteration 0F: 2 clusters Score -1006713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1000736.125000 Penalty: 2925.597656
	Iteration 0F: 3 clusters Score -1000736 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1002514.312500 Penalty: 2925.597656
	Iteration 1F: 3 clusters Score -1002514 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1002709.687500 Penalty: 2925.597656
	Iteration 2F: 3 clusters Score -1002710 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1002861.375000 Penalty: 2925.597656
	Iteration 3Q: 3 clusters Score -1002861 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1002987.875000 Penalty: 2925.597656
	Iteration 4Q: 3 clusters Score -1002988 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1003097.187500 Penalty: 2925.597656
	Iteration 5Q: 3 clusters Score -1003097 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1003221.875000 Penalty: 2925.597656
	Iteration 6Q: 3 clusters Score -1003222 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1003358.000000 Penalty: 2925.597656
	Iteration 7Q: 3 clusters Score -1003358 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1003549.250000 Penalty: 2925.597656
	Iteration 8Q: 3 clusters Score -1003549 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1003796.875000 Penalty: 2925.597656
	Iteration 9Q: 3 clusters Score -1003797 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1004075.562500 Penalty: 2925.597656
	Iteration 10Q: 3 clusters Score -1004076 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1004407.500000 Penalty: 2925.597656
	Iteration 11F: 3 clusters Score -1004408 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1004711.812500 Penalty: 2925.597656
	Iteration 12Q: 3 clusters Score -1004712 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1004953.750000 Penalty: 2925.597656
	Iteration 13Q: 3 clusters Score -1004954 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1005131.250000 Penalty: 2925.597656
	Iteration 14Q: 3 clusters Score -1005131 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1005257.062500 Penalty: 2925.597656
	Iteration 15Q: 3 clusters Score -1005257 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1005337.312500 Penalty: 2925.597656
	Iteration 16Q: 3 clusters Score -1005337 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1005399.750000 Penalty: 2925.597656
	Iteration 17Q: 3 clusters Score -1005400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1005437.625000 Penalty: 2925.597656
	Iteration 18Q: 3 clusters Score -1005438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1005454.187500 Penalty: 2925.597656
	Iteration 19Q: 3 clusters Score -1005454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1005464.687500 Penalty: 2925.597656
	Iteration 20F: 3 clusters Score -1005465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1005474.875000 Penalty: 2925.597656
	Iteration 21Q: 3 clusters Score -1005475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1005493.437500 Penalty: 2925.597656
	Iteration 22Q: 3 clusters Score -1005493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1005514.187500 Penalty: 2925.597656
	Iteration 23Q: 3 clusters Score -1005514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1005527.437500 Penalty: 2925.597656
	Iteration 24Q: 3 clusters Score -1005527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1005539.625000 Penalty: 2925.597656
	Iteration 25Q: 3 clusters Score -1005540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1005546.125000 Penalty: 2925.597656
	Iteration 26Q: 3 clusters Score -1005546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1005549.312500 Penalty: 2925.597656
	Iteration 27Q: 3 clusters Score -1005549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1005550.750000 Penalty: 2925.597656
	Iteration 28Q: 3 clusters Score -1005551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1005553.125000 Penalty: 2925.597656
	Iteration 29Q: 3 clusters Score -1005553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1005554.375000 Penalty: 2925.597656
	Iteration 30Q: 3 clusters Score -1005554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1005555.625000 Penalty: 2925.597656
	Iteration 31Q: 3 clusters Score -1005556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1005555.625000 Penalty: 2925.597656
	Iteration 32F: 3 clusters Score -1005556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Entering Unmasked Estep 
Score: -6539704.000000 Penalty: 1766.077393
	Iteration 0F: 2 clusters Score -6539704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -6504755.500000 Penalty: 3532.154785
	Iteration 0F: 3 clusters Score -6504756 nChanged 24637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -6518502.000000 Penalty: 3532.154785
	Iteration 1F: 3 clusters Score -6518502 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -6518980.000000 Penalty: 3532.154785
	Iteration 2Q: 3 clusters Score -6518980 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -6519660.000000 Penalty: 3532.154785
	Iteration 3Q: 3 clusters Score -6519660 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -6520657.500000 Penalty: 3532.154785
	Iteration 4Q: 3 clusters Score -6520658 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -6522353.000000 Penalty: 3532.154785
	Iteration 5F: 3 clusters Score -6522353 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -6525232.000000 Penalty: 3532.154785
	Iteration 6F: 3 clusters Score -6525232 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -6529333.000000 Penalty: 3532.154785
	Iteration 7F: 3 clusters Score -6529333 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -6533475.500000 Penalty: 3532.154785
	Iteration 8F: 3 clusters Score -6533476 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6536190.000000 Penalty: 3532.154785
	Iteration 9F: 3 clusters Score -6536190 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6537426.000000 Penalty: 3532.154785
	Iteration 10Q: 3 clusters Score -6537426 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6537842.000000 Penalty: 3532.154785
	Iteration 11Q: 3 clusters Score -6537842 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6537995.500000 Penalty: 3532.154785
	Iteration 12Q: 3 clusters Score -6537996 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6538085.500000 Penalty: 3532.154785
	Iteration 13Q: 3 clusters Score -6538086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6538125.500000 Penalty: 3532.154785
	Iteration 14Q: 3 clusters Score -6538126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6538130.500000 Penalty: 3532.154785
	Iteration 15Q: 3 clusters Score -6538130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6538141.500000 Penalty: 3532.154785
	Iteration 16Q: 3 clusters Score -6538142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6538148.500000 Penalty: 3532.154785
	Iteration 17Q: 3 clusters Score -6538148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6538161.000000 Penalty: 3532.154785
	Iteration 18Q: 3 clusters Score -6538161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6538163.500000 Penalty: 3532.154785
	Iteration 19Q: 3 clusters Score -6538164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6538168.000000 Penalty: 3532.154785
	Iteration 20F: 3 clusters Score -6538168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6538174.500000 Penalty: 3532.154785
	Iteration 21Q: 3 clusters Score -6538174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6538177.500000 Penalty: 3532.154785
	Iteration 22Q: 3 clusters Score -6538178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6538177.000000 Penalty: 3532.154785
	Iteration 23Q: 3 clusters Score -6538177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6538180.000000 Penalty: 3532.154785
	Iteration 24Q: 3 clusters Score -6538180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6538180.000000 Penalty: 3532.154785
	Iteration 25F: 3 clusters Score -6538180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Entering Unmasked Estep 
Score: -2243575.750000 Penalty: 1590.507690
	Iteration 0F: 2 clusters Score -2243576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2231377.250000 Penalty: 3181.015381
	Iteration 0F: 3 clusters Score -2231377 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2235657.000000 Penalty: 3181.015381
	Iteration 1F: 3 clusters Score -2235657 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2235883.750000 Penalty: 3181.015381
	Iteration 2Q: 3 clusters Score -2235884 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2236087.500000 Penalty: 3181.015381
	Iteration 3Q: 3 clusters Score -2236088 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2236267.500000 Penalty: 3181.015381
	Iteration 4Q: 3 clusters Score -2236268 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2236454.750000 Penalty: 3181.015381
	Iteration 5Q: 3 clusters Score -2236455 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2236654.500000 Penalty: 3181.015381
	Iteration 6Q: 3 clusters Score -2236654 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2236906.000000 Penalty: 3181.015381
	Iteration 7Q: 3 clusters Score -2236906 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2237212.000000 Penalty: 3181.015381
	Iteration 8Q: 3 clusters Score -2237212 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2237599.500000 Penalty: 3181.015381
	Iteration 9Q: 3 clusters Score -2237600 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2238145.000000 Penalty: 3181.015381
	Iteration 10F: 3 clusters Score -2238145 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2238882.250000 Penalty: 3181.015381
	Iteration 11F: 3 clusters Score -2238882 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2239776.500000 Penalty: 3181.015381
	Iteration 12F: 3 clusters Score -2239776 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2240660.250000 Penalty: 3181.015381
	Iteration 13F: 3 clusters Score -2240660 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2241319.750000 Penalty: 3181.015381
	Iteration 14Q: 3 clusters Score -2241320 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2241672.000000 Penalty: 3181.015381
	Iteration 15Q: 3 clusters Score -2241672 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2241887.750000 Penalty: 3181.015381
	Iteration 16Q: 3 clusters Score -2241888 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2241997.750000 Penalty: 3181.015381
	Iteration 17Q: 3 clusters Score -2241998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2242071.500000 Penalty: 3181.015381
	Iteration 18Q: 3 clusters Score -2242072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2242099.500000 Penalty: 3181.015381
	Iteration 19Q: 3 clusters Score -2242100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2242118.750000 Penalty: 3181.015381
	Iteration 20F: 3 clusters Score -2242119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2242128.500000 Penalty: 3181.015381
	Iteration 21Q: 3 clusters Score -2242128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2242134.750000 Penalty: 3181.015381
	Iteration 22Q: 3 clusters Score -2242135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2242135.250000 Penalty: 3181.015381
	Iteration 23Q: 3 clusters Score -2242135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2242143.250000 Penalty: 3181.015381
	Iteration 24Q: 3 clusters Score -2242143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2242148.750000 Penalty: 3181.015381
	Iteration 25Q: 3 clusters Score -2242149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2242155.750000 Penalty: 3181.015381
	Iteration 26Q: 3 clusters Score -2242156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2242159.500000 Penalty: 3181.015381
	Iteration 27Q: 3 clusters Score -2242160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2242166.250000 Penalty: 3181.015381
	Iteration 28Q: 3 clusters Score -2242166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2242173.000000 Penalty: 3181.015381
	Iteration 29Q: 3 clusters Score -2242173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2242175.750000 Penalty: 3181.015381
	Iteration 30Q: 3 clusters Score -2242176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2242180.250000 Penalty: 3181.015381
	Iteration 31Q: 3 clusters Score -2242180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2242181.500000 Penalty: 3181.015381
	Iteration 32Q: 3 clusters Score -2242182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2242181.250000 Penalty: 3181.015381
	Iteration 33Q: 3 clusters Score -2242181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2242183.500000 Penalty: 3181.015381
	Iteration 34Q: 3 clusters Score -2242184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2242183.000000 Penalty: 3181.015381
	Iteration 35Q: 3 clusters Score -2242183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2242183.000000 Penalty: 3181.015381
	Iteration 36F: 3 clusters Score -2242183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Entering Unmasked Estep 
Score: -5562221.000000 Penalty: 1740.194946
	Iteration 0F: 2 clusters Score -5562221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -5532060.500000 Penalty: 3480.389893
	Iteration 0F: 3 clusters Score -5532060 nChanged 21012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -5543737.000000 Penalty: 3480.389893
	Iteration 1F: 3 clusters Score -5543737 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -5544120.000000 Penalty: 3480.389893
	Iteration 2Q: 3 clusters Score -5544120 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -5544440.000000 Penalty: 3480.389893
	Iteration 3Q: 3 clusters Score -5544440 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -5544741.000000 Penalty: 3480.389893
	Iteration 4Q: 3 clusters Score -5544741 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -5545096.000000 Penalty: 3480.389893
	Iteration 5Q: 3 clusters Score -5545096 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -5545439.500000 Penalty: 3480.389893
	Iteration 6Q: 3 clusters Score -5545440 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -5545876.500000 Penalty: 3480.389893
	Iteration 7Q: 3 clusters Score -5545876 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -5546447.500000 Penalty: 3480.389893
	Iteration 8Q: 3 clusters Score -5546448 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -5547452.000000 Penalty: 3480.389893
	Iteration 9Q: 3 clusters Score -5547452 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -5548884.500000 Penalty: 3480.389893
	Iteration 10F: 3 clusters Score -5548884 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -5550952.000000 Penalty: 3480.389893
	Iteration 11F: 3 clusters Score -5550952 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -5553212.000000 Penalty: 3480.389893
	Iteration 12F: 3 clusters Score -5553212 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -5555279.500000 Penalty: 3480.389893
	Iteration 13F: 3 clusters Score -5555280 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -5556566.000000 Penalty: 3480.389893
	Iteration 14Q: 3 clusters Score -5556566 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -5557205.500000 Penalty: 3480.389893
	Iteration 15Q: 3 clusters Score -5557206 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -5557660.500000 Penalty: 3480.389893
	Iteration 16Q: 3 clusters Score -5557660 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -5558009.000000 Penalty: 3480.389893
	Iteration 17Q: 3 clusters Score -5558009 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -5558343.500000 Penalty: 3480.389893
	Iteration 18Q: 3 clusters Score -5558344 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -5558663.000000 Penalty: 3480.389893
	Iteration 19Q: 3 clusters Score -5558663 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -5558959.500000 Penalty: 3480.389893
	Iteration 20F: 3 clusters Score -5558960 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -5559271.500000 Penalty: 3480.389893
	Iteration 21Q: 3 clusters Score -5559272 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -5559530.500000 Penalty: 3480.389893
	Iteration 22Q: 3 clusters Score -5559530 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -5559787.000000 Penalty: 3480.389893
	Iteration 23Q: 3 clusters Score -5559787 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -5559940.000000 Penalty: 3480.389893
	Iteration 24Q: 3 clusters Score -5559940 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -5560092.000000 Penalty: 3480.389893
	Iteration 25Q: 3 clusters Score -5560092 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -5560243.500000 Penalty: 3480.389893
	Iteration 26Q: 3 clusters Score -5560244 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -5560331.000000 Penalty: 3480.389893
	Iteration 27Q: 3 clusters Score -5560331 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5560409.000000 Penalty: 3480.389893
	Iteration 28Q: 3 clusters Score -5560409 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5560444.500000 Penalty: 3480.389893
	Iteration 29Q: 3 clusters Score -5560444 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -5560504.000000 Penalty: 3480.389893
	Iteration 30Q: 3 clusters Score -5560504 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5560525.000000 Penalty: 3480.389893
	Iteration 31Q: 3 clusters Score -5560525 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -5560557.500000 Penalty: 3480.389893
	Iteration 32Q: 3 clusters Score -5560558 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5560597.000000 Penalty: 3480.389893
	Iteration 33Q: 3 clusters Score -5560597 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -5560630.000000 Penalty: 3480.389893
	Iteration 34Q: 3 clusters Score -5560630 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5560661.500000 Penalty: 3480.389893
	Iteration 35Q: 3 clusters Score -5560662 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5560691.500000 Penalty: 3480.389893
	Iteration 36Q: 3 clusters Score -5560692 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5560710.500000 Penalty: 3480.389893
	Iteration 37Q: 3 clusters Score -5560710 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5560727.500000 Penalty: 3480.389893
	Iteration 38Q: 3 clusters Score -5560728 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5560736.500000 Penalty: 3480.389893
	Iteration 39Q: 3 clusters Score -5560736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5560759.000000 Penalty: 3480.389893
	Iteration 40F: 3 clusters Score -5560759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5560770.500000 Penalty: 3480.389893
	Iteration 41Q: 3 clusters Score -5560770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5560781.500000 Penalty: 3480.389893
	Iteration 42Q: 3 clusters Score -5560782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5560786.500000 Penalty: 3480.389893
	Iteration 43Q: 3 clusters Score -5560786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5560788.500000 Penalty: 3480.389893
	Iteration 44Q: 3 clusters Score -5560788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5560800.000000 Penalty: 3480.389893
	Iteration 45Q: 3 clusters Score -5560800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5560805.000000 Penalty: 3480.389893
	Iteration 46Q: 3 clusters Score -5560805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5560806.500000 Penalty: 3480.389893
	Iteration 47Q: 3 clusters Score -5560806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5560800.000000 Penalty: 3480.389893
	Iteration 48Q: 3 clusters Score -5560800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5560802.500000 Penalty: 3480.389893
	Iteration 49Q: 3 clusters Score -5560802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5560806.000000 Penalty: 3480.389893
	Iteration 50Q: 3 clusters Score -5560806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5560814.500000 Penalty: 3480.389893
	Iteration 51Q: 3 clusters Score -5560814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5560811.500000 Penalty: 3480.389893
	Iteration 52Q: 3 clusters Score -5560812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5560813.000000 Penalty: 3480.389893
	Iteration 53Q: 3 clusters Score -5560813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5560825.000000 Penalty: 3480.389893
	Iteration 54Q: 3 clusters Score -5560825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5560828.500000 Penalty: 3480.389893
	Iteration 55Q: 3 clusters Score -5560828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5560825.500000 Penalty: 3480.389893
	Iteration 56Q: 3 clusters Score -5560826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5560821.000000 Penalty: 3480.389893
	Iteration 57Q: 3 clusters Score -5560821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5560825.000000 Penalty: 3480.389893
	Iteration 58Q: 3 clusters Score -5560825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5560823.500000 Penalty: 3480.389893
	Iteration 59Q: 3 clusters Score -5560824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5560825.500000 Penalty: 3480.389893
	Iteration 60F: 3 clusters Score -5560826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5560824.000000 Penalty: 3480.389893
	Iteration 61Q: 3 clusters Score -5560824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5560822.500000 Penalty: 3480.389893
	Iteration 62Q: 3 clusters Score -5560822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5560828.000000 Penalty: 3480.389893
	Iteration 63Q: 3 clusters Score -5560828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5560829.000000 Penalty: 3480.389893
	Iteration 64Q: 3 clusters Score -5560829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5560829.000000 Penalty: 3480.389893
	Iteration 65F: 3 clusters Score -5560829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Entering Unmasked Estep 
Score: -592118.187500 Penalty: 1384.983765
	Iteration 0F: 2 clusters Score -592118.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -588117.625000 Penalty: 2769.967529
	Iteration 0F: 3 clusters Score -588117.6 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -589174.937500 Penalty: 2769.967529
	Iteration 1F: 3 clusters Score -589174.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -589354.625000 Penalty: 2769.967529
	Iteration 2F: 3 clusters Score -589354.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -589478.562500 Penalty: 2769.967529
	Iteration 3F: 3 clusters Score -589478.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -589608.187500 Penalty: 2769.967529
	Iteration 4Q: 3 clusters Score -589608.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -589735.687500 Penalty: 2769.967529
	Iteration 5Q: 3 clusters Score -589735.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -589879.750000 Penalty: 2769.967529
	Iteration 6Q: 3 clusters Score -589879.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -590003.250000 Penalty: 2769.967529
	Iteration 7Q: 3 clusters Score -590003.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -590123.812500 Penalty: 2769.967529
	Iteration 8Q: 3 clusters Score -590123.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -590230.937500 Penalty: 2769.967529
	Iteration 9Q: 3 clusters Score -590230.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -590364.437500 Penalty: 2769.967529
	Iteration 10Q: 3 clusters Score -590364.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -590475.750000 Penalty: 2769.967529
	Iteration 11Q: 3 clusters Score -590475.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -590569.312500 Penalty: 2769.967529
	Iteration 12Q: 3 clusters Score -590569.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -590649.000000 Penalty: 2769.967529
	Iteration 13Q: 3 clusters Score -590649 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -590702.500000 Penalty: 2769.967529
	Iteration 14Q: 3 clusters Score -590702.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -590733.625000 Penalty: 2769.967529
	Iteration 15Q: 3 clusters Score -590733.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -590755.312500 Penalty: 2769.967529
	Iteration 16Q: 3 clusters Score -590755.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -590770.875000 Penalty: 2769.967529
	Iteration 17Q: 3 clusters Score -590770.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -590784.437500 Penalty: 2769.967529
	Iteration 18Q: 3 clusters Score -590784.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -590794.125000 Penalty: 2769.967529
	Iteration 19Q: 3 clusters Score -590794.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -590802.937500 Penalty: 2769.967529
	Iteration 20F: 3 clusters Score -590802.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -590807.250000 Penalty: 2769.967529
	Iteration 21Q: 3 clusters Score -590807.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -590812.937500 Penalty: 2769.967529
	Iteration 22Q: 3 clusters Score -590812.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -590821.500000 Penalty: 2769.967529
	Iteration 23Q: 3 clusters Score -590821.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -590831.437500 Penalty: 2769.967529
	Iteration 24Q: 3 clusters Score -590831.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -590841.750000 Penalty: 2769.967529
	Iteration 25Q: 3 clusters Score -590841.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -590849.000000 Penalty: 2769.967529
	Iteration 26Q: 3 clusters Score -590849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -590857.375000 Penalty: 2769.967529
	Iteration 27Q: 3 clusters Score -590857.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -590864.125000 Penalty: 2769.967529
	Iteration 28Q: 3 clusters Score -590864.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -590871.562500 Penalty: 2769.967529
	Iteration 29Q: 3 clusters Score -590871.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -590874.062500 Penalty: 2769.967529
	Iteration 30Q: 3 clusters Score -590874.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -590875.625000 Penalty: 2769.967529
	Iteration 31Q: 3 clusters Score -590875.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -590879.312500 Penalty: 2769.967529
	Iteration 32Q: 3 clusters Score -590879.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -590881.687500 Penalty: 2769.967529
	Iteration 33Q: 3 clusters Score -590881.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -590881.687500 Penalty: 2769.967529
	Iteration 34Q: 3 clusters Score -590881.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -590883.375000 Penalty: 2769.967529
	Iteration 35Q: 3 clusters Score -590883.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -590883.562500 Penalty: 2769.967529
	Iteration 36Q: 3 clusters Score -590883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -590884.125000 Penalty: 2769.967529
	Iteration 37Q: 3 clusters Score -590884.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -590884.125000 Penalty: 2769.967529
	Iteration 38Q: 3 clusters Score -590884.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -590884.125000 Penalty: 2769.967529
	Iteration 39F: 3 clusters Score -590884.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Entering Unmasked Estep 
Score: -8752431.000000 Penalty: 1813.435303
	Iteration 0F: 2 clusters Score -8752431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -8706750.000000 Penalty: 3626.870605
	Iteration 0F: 3 clusters Score -8706750 nChanged 33304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -8725601.000000 Penalty: 3626.870605
	Iteration 1F: 3 clusters Score -8725601 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -8726345.000000 Penalty: 3626.870605
	Iteration 2Q: 3 clusters Score -8726345 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -8727229.000000 Penalty: 3626.870605
	Iteration 3Q: 3 clusters Score -8727229 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -8728683.000000 Penalty: 3626.870605
	Iteration 4Q: 3 clusters Score -8728683 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -8731181.000000 Penalty: 3626.870605
	Iteration 5F: 3 clusters Score -8731181 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -8735290.000000 Penalty: 3626.870605
	Iteration 6F: 3 clusters Score -8735290 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -8740447.000000 Penalty: 3626.870605
	Iteration 7F: 3 clusters Score -8740447 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 61893 members 
Entering Unmasked Estep 
Score: -8745061.000000 Penalty: 3626.870605
	Iteration 8F: 3 clusters Score -8745061 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -8747964.000000 Penalty: 3626.870605
	Iteration 9Q: 3 clusters Score -8747964 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -8749455.000000 Penalty: 3626.870605
	Iteration 10Q: 3 clusters Score -8749455 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 67616 members 
Entering Unmasked Estep 
Score: -8750097.000000 Penalty: 3626.870605
	Iteration 11Q: 3 clusters Score -8750097 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 68156 members 
Entering Unmasked Estep 
Score: -8750480.000000 Penalty: 3626.870605
	Iteration 12Q: 3 clusters Score -8750480 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 68506 members 
Entering Unmasked Estep 
Score: -8750694.000000 Penalty: 3626.870605
	Iteration 13Q: 3 clusters Score -8750694 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
Score: -8750817.000000 Penalty: 3626.870605
	Iteration 14Q: 3 clusters Score -8750817 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -8750921.000000 Penalty: 3626.870605
	Iteration 15Q: 3 clusters Score -8750921 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -8750942.000000 Penalty: 3626.870605
	Iteration 16Q: 3 clusters Score -8750942 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -8750996.000000 Penalty: 3626.870605
	Iteration 17Q: 3 clusters Score -8750996 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 69222 members 
Entering Unmasked Estep 
Score: -8751027.000000 Penalty: 3626.870605
	Iteration 18Q: 3 clusters Score -8751027 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -8751039.000000 Penalty: 3626.870605
	Iteration 19Q: 3 clusters Score -8751039 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 69343 members 
Entering Unmasked Estep 
Score: -8751054.000000 Penalty: 3626.870605
	Iteration 20F: 3 clusters Score -8751054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -8751066.000000 Penalty: 3626.870605
	Iteration 21Q: 3 clusters Score -8751066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 69437 members 
Entering Unmasked Estep 
Score: -8751075.000000 Penalty: 3626.870605
	Iteration 22Q: 3 clusters Score -8751075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -8751076.000000 Penalty: 3626.870605
	Iteration 23Q: 3 clusters Score -8751076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -8751084.000000 Penalty: 3626.870605
	Iteration 24Q: 3 clusters Score -8751084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 69487 members 
Entering Unmasked Estep 
Score: -8751080.000000 Penalty: 3626.870605
	Iteration 25Q: 3 clusters Score -8751080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 69505 members 
Entering Unmasked Estep 
Score: -8751084.000000 Penalty: 3626.870605
	Iteration 26Q: 3 clusters Score -8751084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 69520 members 
Entering Unmasked Estep 
Score: -8751092.000000 Penalty: 3626.870605
	Iteration 27Q: 3 clusters Score -8751092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 69537 members 
Entering Unmasked Estep 
Score: -8751096.000000 Penalty: 3626.870605
	Iteration 28Q: 3 clusters Score -8751096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 69543 members 
Entering Unmasked Estep 
Score: -8751106.000000 Penalty: 3626.870605
	Iteration 29Q: 3 clusters Score -8751106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 69552 members 
Entering Unmasked Estep 
Score: -8751098.000000 Penalty: 3626.870605
	Iteration 30Q: 3 clusters Score -8751098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 69562 members 
Entering Unmasked Estep 
Score: -8751103.000000 Penalty: 3626.870605
	Iteration 31Q: 3 clusters Score -8751103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 69568 members 
Entering Unmasked Estep 
Score: -8751106.000000 Penalty: 3626.870605
	Iteration 32Q: 3 clusters Score -8751106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -8751112.000000 Penalty: 3626.870605
	Iteration 33Q: 3 clusters Score -8751112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 69574 members 
Entering Unmasked Estep 
Score: -8751110.000000 Penalty: 3626.870605
	Iteration 34Q: 3 clusters Score -8751110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 69580 members 
Entering Unmasked Estep 
Score: -8751105.000000 Penalty: 3626.870605
	Iteration 35Q: 3 clusters Score -8751105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 69583 members 
Entering Unmasked Estep 
Score: -8751097.000000 Penalty: 3626.870605
	Iteration 36Q: 3 clusters Score -8751097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -8751105.000000 Penalty: 3626.870605
	Iteration 37Q: 3 clusters Score -8751105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 69593 members 
Entering Unmasked Estep 
Score: -8751115.000000 Penalty: 3626.870605
	Iteration 38Q: 3 clusters Score -8751115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 69593 members 
Entering Unmasked Estep 
Score: -8751113.000000 Penalty: 3626.870605
	Iteration 39Q: 3 clusters Score -8751113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 69594 members 
Entering Unmasked Estep 
Score: -8751113.000000 Penalty: 3626.870605
	Iteration 40F: 3 clusters Score -8751113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -8751116.000000 Penalty: 3626.870605
	Iteration 41Q: 3 clusters Score -8751116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -8751112.000000 Penalty: 3626.870605
	Iteration 42Q: 3 clusters Score -8751112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -8751113.000000 Penalty: 3626.870605
	Iteration 43Q: 3 clusters Score -8751113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -8751117.000000 Penalty: 3626.870605
	Iteration 44Q: 3 clusters Score -8751117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 69604 members 
Entering Unmasked Estep 
Score: -8751116.000000 Penalty: 3626.870605
	Iteration 45Q: 3 clusters Score -8751116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 69604 members 
Entering Unmasked Estep 
Score: -8751116.000000 Penalty: 3626.870605
	Iteration 46F: 3 clusters Score -8751116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (81010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Entering Unmasked Estep 
Score: -10078821.000000 Penalty: 1836.628296
	Iteration 0F: 2 clusters Score -1.007882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -10027495.000000 Penalty: 3673.256592
	Iteration 0F: 3 clusters Score -1.00275e+07 nChanged 38356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -10048941.000000 Penalty: 3673.256592
	Iteration 1F: 3 clusters Score -1.004894e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -10049489.000000 Penalty: 3673.256592
	Iteration 2Q: 3 clusters Score -1.004949e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -10050073.000000 Penalty: 3673.256592
	Iteration 3Q: 3 clusters Score -1.005007e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -10050865.000000 Penalty: 3673.256592
	Iteration 4Q: 3 clusters Score -1.005086e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -10052405.000000 Penalty: 3673.256592
	Iteration 5Q: 3 clusters Score -1.00524e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -10054988.000000 Penalty: 3673.256592
	Iteration 6F: 3 clusters Score -1.005499e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -10059252.000000 Penalty: 3673.256592
	Iteration 7F: 3 clusters Score -1.005925e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -10064983.000000 Penalty: 3673.256592
	Iteration 8F: 3 clusters Score -1.006498e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -10070426.000000 Penalty: 3673.256592
	Iteration 9F: 3 clusters Score -1.007043e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77074 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -10074134.000000 Penalty: 3673.256592
	Iteration 10F: 3 clusters Score -1.007413e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79418 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -10076016.000000 Penalty: 3673.256592
	Iteration 11Q: 3 clusters Score -1.007602e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80357 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -10076763.000000 Penalty: 3673.256592
	Iteration 12Q: 3 clusters Score -1.007676e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80668 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10077000.000000 Penalty: 3673.256592
	Iteration 13Q: 3 clusters Score -1.0077e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80783 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10077110.000000 Penalty: 3673.256592
	Iteration 14Q: 3 clusters Score -1.007711e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80815 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10077164.000000 Penalty: 3673.256592
	Iteration 15Q: 3 clusters Score -1.007716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80823 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10077182.000000 Penalty: 3673.256592
	Iteration 16Q: 3 clusters Score -1.007718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80831 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10077210.000000 Penalty: 3673.256592
	Iteration 17Q: 3 clusters Score -1.007721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80835 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10077222.000000 Penalty: 3673.256592
	Iteration 18Q: 3 clusters Score -1.007722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80834 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10077229.000000 Penalty: 3673.256592
	Iteration 19Q: 3 clusters Score -1.007723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80834 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10077232.000000 Penalty: 3673.256592
	Iteration 20F: 3 clusters Score -1.007723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80834 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10077240.000000 Penalty: 3673.256592
	Iteration 21Q: 3 clusters Score -1.007724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10077245.000000 Penalty: 3673.256592
	Iteration 22Q: 3 clusters Score -1.007724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10077250.000000 Penalty: 3673.256592
	Iteration 23Q: 3 clusters Score -1.007725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -10077250.000000 Penalty: 3673.256592
	Iteration 24F: 3 clusters Score -1.007725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 76646 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 46242 members 
Mstep: Class 5 contains 52095 members 
Mstep: Class 6 contains 148 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 9 contains 30206 members 
Mstep: Class 10 contains 1994 members 
Mstep: Class 11 contains 56980 members 
Mstep: Class 12 contains 8118 members 
Mstep: Class 13 contains 52479 members 
Mstep: Class 14 contains 17814 members 
Mstep: Class 15 contains 44752 members 
Mstep: Class 18 contains 5029 members 
Mstep: Class 19 contains 70235 members 
Mstep: Class 21 contains 81010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583632.000000 Penalty: 39018.101562
Iteration 119Q: 19 clusters Score -7.558363e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 76676 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 45920 members 
Mstep: Class 5 contains 52233 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 36930 members 
Mstep: Class 9 contains 30206 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 57056 members 
Mstep: Class 12 contains 8139 members 
Mstep: Class 13 contains 52452 members 
Mstep: Class 14 contains 17815 members 
Mstep: Class 15 contains 44740 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 70223 members 
Mstep: Class 21 contains 81182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584864.000000 Penalty: 39018.101562
Iteration 120F: 19 clusters Score -7.558486e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 76697 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 45580 members 
Mstep: Class 5 contains 52376 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 796 members 
Mstep: Class 8 contains 36812 members 
Mstep: Class 9 contains 30216 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 57160 members 
Mstep: Class 12 contains 8155 members 
Mstep: Class 13 contains 52416 members 
Mstep: Class 14 contains 17867 members 
Mstep: Class 15 contains 44739 members 
Mstep: Class 18 contains 5032 members 
Mstep: Class 19 contains 70216 members 
Mstep: Class 21 contains 81323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584928.000000 Penalty: 39018.101562
Iteration 121Q: 19 clusters Score -7.558493e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 76740 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 45241 members 
Mstep: Class 5 contains 52480 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 36692 members 
Mstep: Class 9 contains 30230 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 57253 members 
Mstep: Class 12 contains 8155 members 
Mstep: Class 13 contains 52380 members 
Mstep: Class 14 contains 17970 members 
Mstep: Class 15 contains 44727 members 
Mstep: Class 18 contains 5032 members 
Mstep: Class 19 contains 70229 members 
Mstep: Class 21 contains 81459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584864.000000 Penalty: 39018.101562
Iteration 122Q: 19 clusters Score -7.558486e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 76771 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 44900 members 
Mstep: Class 5 contains 52569 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 30246 members 
Mstep: Class 10 contains 1998 members 
Mstep: Class 11 contains 57320 members 
Mstep: Class 12 contains 8156 members 
Mstep: Class 13 contains 52343 members 
Mstep: Class 14 contains 18096 members 
Mstep: Class 15 contains 44710 members 
Mstep: Class 18 contains 5035 members 
Mstep: Class 19 contains 70253 members 
Mstep: Class 21 contains 81611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584800.000000 Penalty: 39018.101562
Iteration 123Q: 19 clusters Score -7.55848e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 76783 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 44562 members 
Mstep: Class 5 contains 52647 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 36455 members 
Mstep: Class 9 contains 30259 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 57403 members 
Mstep: Class 12 contains 8159 members 
Mstep: Class 13 contains 52312 members 
Mstep: Class 14 contains 18224 members 
Mstep: Class 15 contains 44714 members 
Mstep: Class 18 contains 5038 members 
Mstep: Class 19 contains 70266 members 
Mstep: Class 21 contains 81757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584984.000000 Penalty: 39018.101562
Iteration 124Q: 19 clusters Score -7.558498e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 76786 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 44251 members 
Mstep: Class 5 contains 52719 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 36354 members 
Mstep: Class 9 contains 30277 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 57502 members 
Mstep: Class 12 contains 8148 members 
Mstep: Class 13 contains 52299 members 
Mstep: Class 14 contains 18344 members 
Mstep: Class 15 contains 44729 members 
Mstep: Class 18 contains 5039 members 
Mstep: Class 19 contains 70273 members 
Mstep: Class 21 contains 81849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585328.000000 Penalty: 39018.101562
Iteration 125Q: 19 clusters Score -7.558533e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 76783 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 43987 members 
Mstep: Class 5 contains 52791 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 36234 members 
Mstep: Class 9 contains 30286 members 
Mstep: Class 10 contains 2021 members 
Mstep: Class 11 contains 57592 members 
Mstep: Class 12 contains 8147 members 
Mstep: Class 13 contains 52290 members 
Mstep: Class 14 contains 18482 members 
Mstep: Class 15 contains 44747 members 
Mstep: Class 18 contains 5041 members 
Mstep: Class 19 contains 70286 members 
Mstep: Class 21 contains 81900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585376.000000 Penalty: 39018.101562
Iteration 126Q: 19 clusters Score -7.558538e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 76791 members 
Mstep: Class 3 contains 437 members 
Mstep: Class 4 contains 43722 members 
Mstep: Class 5 contains 52842 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 36140 members 
Mstep: Class 9 contains 30301 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 57676 members 
Mstep: Class 12 contains 8155 members 
Mstep: Class 13 contains 52276 members 
Mstep: Class 14 contains 18622 members 
Mstep: Class 15 contains 44752 members 
Mstep: Class 18 contains 5045 members 
Mstep: Class 19 contains 70317 members 
Mstep: Class 21 contains 81927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585448.000000 Penalty: 39018.101562
Iteration 127Q: 19 clusters Score -7.558545e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 76798 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 43470 members 
Mstep: Class 5 contains 52887 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 36043 members 
Mstep: Class 9 contains 30324 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 57751 members 
Mstep: Class 12 contains 8167 members 
Mstep: Class 13 contains 52250 members 
Mstep: Class 14 contains 18736 members 
Mstep: Class 15 contains 44743 members 
Mstep: Class 18 contains 5046 members 
Mstep: Class 19 contains 70343 members 
Mstep: Class 21 contains 81996 members 
Entering Unmasked Estep 
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Iteration 128Q: 19 clusters Score -7.558524e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 76807 members 
Mstep: Class 3 contains 436 members 
Mstep: Class 4 contains 43248 members 
Mstep: Class 5 contains 52935 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 801 members 
Mstep: Class 8 contains 35960 members 
Mstep: Class 9 contains 30334 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 57813 members 
Mstep: Class 12 contains 8179 members 
Mstep: Class 13 contains 52248 members 
Mstep: Class 14 contains 18847 members 
Mstep: Class 15 contains 44731 members 
Mstep: Class 18 contains 5052 members 
Mstep: Class 19 contains 70349 members 
Mstep: Class 21 contains 82054 members 
Entering Unmasked Estep 
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Iteration 129Q: 19 clusters Score -7.558516e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 76805 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 43003 members 
Mstep: Class 5 contains 52966 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 801 members 
Mstep: Class 8 contains 35880 members 
Mstep: Class 9 contains 30355 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 57908 members 
Mstep: Class 12 contains 8191 members 
Mstep: Class 13 contains 52239 members 
Mstep: Class 14 contains 18942 members 
Mstep: Class 15 contains 44708 members 
Mstep: Class 18 contains 5055 members 
Mstep: Class 19 contains 70372 members 
Mstep: Class 21 contains 82132 members 
Entering Unmasked Estep 
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Iteration 130Q: 19 clusters Score -7.558491e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 76808 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 42759 members 
Mstep: Class 5 contains 53003 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 802 members 
Mstep: Class 8 contains 35816 members 
Mstep: Class 9 contains 30359 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 57997 members 
Mstep: Class 12 contains 8202 members 
Mstep: Class 13 contains 52233 members 
Mstep: Class 14 contains 19037 members 
Mstep: Class 15 contains 44683 members 
Mstep: Class 18 contains 5060 members 
Mstep: Class 19 contains 70387 members 
Mstep: Class 21 contains 82208 members 
Entering Unmasked Estep 
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Iteration 131Q: 19 clusters Score -7.558485e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 76800 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 42566 members 
Mstep: Class 5 contains 53027 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35764 members 
Mstep: Class 9 contains 30345 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 58074 members 
Mstep: Class 12 contains 8204 members 
Mstep: Class 13 contains 52236 members 
Mstep: Class 14 contains 19131 members 
Mstep: Class 15 contains 44666 members 
Mstep: Class 18 contains 5068 members 
Mstep: Class 19 contains 70391 members 
Mstep: Class 21 contains 82281 members 
Entering Unmasked Estep 
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Iteration 132Q: 19 clusters Score -7.558471e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 76791 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 42369 members 
Mstep: Class 5 contains 53061 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35720 members 
Mstep: Class 9 contains 30350 members 
Mstep: Class 10 contains 2053 members 
Mstep: Class 11 contains 58153 members 
Mstep: Class 12 contains 8208 members 
Mstep: Class 13 contains 52233 members 
Mstep: Class 14 contains 19241 members 
Mstep: Class 15 contains 44652 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 70403 members 
Mstep: Class 21 contains 82293 members 
Entering Unmasked Estep 
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Iteration 133Q: 19 clusters Score -7.558474e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 76791 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 42184 members 
Mstep: Class 5 contains 53096 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35668 members 
Mstep: Class 9 contains 30380 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 58224 members 
Mstep: Class 12 contains 8217 members 
Mstep: Class 13 contains 52233 members 
Mstep: Class 14 contains 19369 members 
Mstep: Class 15 contains 44643 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 70414 members 
Mstep: Class 21 contains 82254 members 
Entering Unmasked Estep 
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Iteration 134Q: 19 clusters Score -7.558483e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 76805 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 41978 members 
Mstep: Class 5 contains 53106 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35611 members 
Mstep: Class 9 contains 30403 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 58293 members 
Mstep: Class 12 contains 8217 members 
Mstep: Class 13 contains 52235 members 
Mstep: Class 14 contains 19521 members 
Mstep: Class 15 contains 44637 members 
Mstep: Class 18 contains 5080 members 
Mstep: Class 19 contains 70427 members 
Mstep: Class 21 contains 82243 members 
Entering Unmasked Estep 
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Iteration 135Q: 19 clusters Score -7.558483e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 76804 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 41745 members 
Mstep: Class 5 contains 53118 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35550 members 
Mstep: Class 9 contains 30427 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 58376 members 
Mstep: Class 12 contains 8220 members 
Mstep: Class 13 contains 52236 members 
Mstep: Class 14 contains 19655 members 
Mstep: Class 15 contains 44628 members 
Mstep: Class 18 contains 5081 members 
Mstep: Class 19 contains 70457 members 
Mstep: Class 21 contains 82264 members 
Entering Unmasked Estep 
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Iteration 136Q: 19 clusters Score -7.558462e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 76785 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 41516 members 
Mstep: Class 5 contains 53135 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35497 members 
Mstep: Class 9 contains 30444 members 
Mstep: Class 10 contains 2038 members 
Mstep: Class 11 contains 58467 members 
Mstep: Class 12 contains 8211 members 
Mstep: Class 13 contains 52229 members 
Mstep: Class 14 contains 19806 members 
Mstep: Class 15 contains 44616 members 
Mstep: Class 18 contains 5084 members 
Mstep: Class 19 contains 70484 members 
Mstep: Class 21 contains 82287 members 
Entering Unmasked Estep 
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Iteration 137Q: 19 clusters Score -7.558462e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 76785 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 41270 members 
Mstep: Class 5 contains 53147 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35454 members 
Mstep: Class 9 contains 30477 members 
Mstep: Class 10 contains 2038 members 
Mstep: Class 11 contains 58543 members 
Mstep: Class 12 contains 8210 members 
Mstep: Class 13 contains 52239 members 
Mstep: Class 14 contains 19960 members 
Mstep: Class 15 contains 44607 members 
Mstep: Class 18 contains 5086 members 
Mstep: Class 19 contains 70497 members 
Mstep: Class 21 contains 82267 members 
Entering Unmasked Estep 
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Iteration 138Q: 19 clusters Score -7.558441e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 76774 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 41061 members 
Mstep: Class 5 contains 53165 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35407 members 
Mstep: Class 9 contains 30493 members 
Mstep: Class 10 contains 2039 members 
Mstep: Class 11 contains 58609 members 
Mstep: Class 12 contains 8208 members 
Mstep: Class 13 contains 52269 members 
Mstep: Class 14 contains 20122 members 
Mstep: Class 15 contains 44598 members 
Mstep: Class 18 contains 5089 members 
Mstep: Class 19 contains 70510 members 
Mstep: Class 21 contains 82231 members 
Entering Unmasked Estep 
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Iteration 139Q: 19 clusters Score -7.558462e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 76769 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 40866 members 
Mstep: Class 5 contains 53181 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35364 members 
Mstep: Class 9 contains 30494 members 
Mstep: Class 10 contains 2040 members 
Mstep: Class 11 contains 58683 members 
Mstep: Class 12 contains 8205 members 
Mstep: Class 13 contains 52289 members 
Mstep: Class 14 contains 20274 members 
Mstep: Class 15 contains 44593 members 
Mstep: Class 18 contains 5092 members 
Mstep: Class 19 contains 70527 members 
Mstep: Class 21 contains 82194 members 
Entering Unmasked Estep 
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Iteration 140F: 19 clusters Score -7.558468e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 76752 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 40674 members 
Mstep: Class 5 contains 53195 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35327 members 
Mstep: Class 9 contains 30513 members 
Mstep: Class 10 contains 2040 members 
Mstep: Class 11 contains 58722 members 
Mstep: Class 12 contains 8193 members 
Mstep: Class 13 contains 52320 members 
Mstep: Class 14 contains 20426 members 
Mstep: Class 15 contains 44596 members 
Mstep: Class 18 contains 5095 members 
Mstep: Class 19 contains 70544 members 
Mstep: Class 21 contains 82177 members 
Entering Unmasked Estep 
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Iteration 141Q: 19 clusters Score -7.558463e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 76757 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 40496 members 
Mstep: Class 5 contains 53212 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 35296 members 
Mstep: Class 9 contains 30515 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 58766 members 
Mstep: Class 12 contains 8187 members 
Mstep: Class 13 contains 52328 members 
Mstep: Class 14 contains 20542 members 
Mstep: Class 15 contains 44591 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 70563 members 
Mstep: Class 21 contains 82177 members 
Entering Unmasked Estep 
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Iteration 142Q: 19 clusters Score -7.558459e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 76773 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 40326 members 
Mstep: Class 5 contains 53261 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 35271 members 
Mstep: Class 9 contains 30524 members 
Mstep: Class 10 contains 2039 members 
Mstep: Class 11 contains 58805 members 
Mstep: Class 12 contains 8178 members 
Mstep: Class 13 contains 52348 members 
Mstep: Class 14 contains 20651 members 
Mstep: Class 15 contains 44582 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 70584 members 
Mstep: Class 21 contains 82118 members 
Entering Unmasked Estep 
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Iteration 143Q: 19 clusters Score -7.558461e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 76773 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 40160 members 
Mstep: Class 5 contains 53294 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 35235 members 
Mstep: Class 9 contains 30534 members 
Mstep: Class 10 contains 2040 members 
Mstep: Class 11 contains 58850 members 
Mstep: Class 12 contains 8164 members 
Mstep: Class 13 contains 52365 members 
Mstep: Class 14 contains 20771 members 
Mstep: Class 15 contains 44580 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 70590 members 
Mstep: Class 21 contains 82089 members 
Entering Unmasked Estep 
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Iteration 144Q: 19 clusters Score -7.558461e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 76775 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 39987 members 
Mstep: Class 5 contains 53343 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 35200 members 
Mstep: Class 9 contains 30531 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 58896 members 
Mstep: Class 12 contains 8150 members 
Mstep: Class 13 contains 52382 members 
Mstep: Class 14 contains 20896 members 
Mstep: Class 15 contains 44563 members 
Mstep: Class 18 contains 5100 members 
Mstep: Class 19 contains 70596 members 
Mstep: Class 21 contains 82071 members 
Entering Unmasked Estep 
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Iteration 145Q: 19 clusters Score -7.558462e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 76769 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 39835 members 
Mstep: Class 5 contains 53379 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 35182 members 
Mstep: Class 9 contains 30529 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 58914 members 
Mstep: Class 12 contains 8139 members 
Mstep: Class 13 contains 52398 members 
Mstep: Class 14 contains 21022 members 
Mstep: Class 15 contains 44546 members 
Mstep: Class 18 contains 5101 members 
Mstep: Class 19 contains 70604 members 
Mstep: Class 21 contains 82068 members 
Entering Unmasked Estep 
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Iteration 146Q: 19 clusters Score -7.558457e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 76746 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 39691 members 
Mstep: Class 5 contains 53407 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 35162 members 
Mstep: Class 9 contains 30523 members 
Mstep: Class 10 contains 2040 members 
Mstep: Class 11 contains 58928 members 
Mstep: Class 12 contains 8132 members 
Mstep: Class 13 contains 52424 members 
Mstep: Class 14 contains 21147 members 
Mstep: Class 15 contains 44532 members 
Mstep: Class 18 contains 5102 members 
Mstep: Class 19 contains 70622 members 
Mstep: Class 21 contains 82067 members 
Entering Unmasked Estep 
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Iteration 147Q: 19 clusters Score -7.558455e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 76716 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 39548 members 
Mstep: Class 5 contains 53428 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 35139 members 
Mstep: Class 9 contains 30518 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 58954 members 
Mstep: Class 12 contains 8134 members 
Mstep: Class 13 contains 52424 members 
Mstep: Class 14 contains 21266 members 
Mstep: Class 15 contains 44530 members 
Mstep: Class 18 contains 5104 members 
Mstep: Class 19 contains 70629 members 
Mstep: Class 21 contains 82087 members 
Entering Unmasked Estep 
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Iteration 148Q: 19 clusters Score -7.558446e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 76699 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 39400 members 
Mstep: Class 5 contains 53441 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 35113 members 
Mstep: Class 9 contains 30510 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 58995 members 
Mstep: Class 12 contains 8141 members 
Mstep: Class 13 contains 52443 members 
Mstep: Class 14 contains 21383 members 
Mstep: Class 15 contains 44514 members 
Mstep: Class 18 contains 5108 members 
Mstep: Class 19 contains 70632 members 
Mstep: Class 21 contains 82105 members 
Entering Unmasked Estep 
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Iteration 149Q: 19 clusters Score -7.558439e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 76669 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 39238 members 
Mstep: Class 5 contains 53461 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 35082 members 
Mstep: Class 9 contains 30512 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 59028 members 
Mstep: Class 12 contains 8147 members 
Mstep: Class 13 contains 52469 members 
Mstep: Class 14 contains 21488 members 
Mstep: Class 15 contains 44501 members 
Mstep: Class 18 contains 5113 members 
Mstep: Class 19 contains 70645 members 
Mstep: Class 21 contains 82127 members 
Entering Unmasked Estep 
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Iteration 150Q: 19 clusters Score -7.558445e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 76642 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 39080 members 
Mstep: Class 5 contains 53483 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 35054 members 
Mstep: Class 9 contains 30509 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 59080 members 
Mstep: Class 12 contains 8146 members 
Mstep: Class 13 contains 52492 members 
Mstep: Class 14 contains 21581 members 
Mstep: Class 15 contains 44478 members 
Mstep: Class 18 contains 5116 members 
Mstep: Class 19 contains 70655 members 
Mstep: Class 21 contains 82160 members 
Entering Unmasked Estep 
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Iteration 151Q: 19 clusters Score -7.558442e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 76625 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 38910 members 
Mstep: Class 5 contains 53518 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 35031 members 
Mstep: Class 9 contains 30498 members 
Mstep: Class 10 contains 2047 members 
Mstep: Class 11 contains 59117 members 
Mstep: Class 12 contains 8140 members 
Mstep: Class 13 contains 52517 members 
Mstep: Class 14 contains 21680 members 
Mstep: Class 15 contains 44455 members 
Mstep: Class 18 contains 5121 members 
Mstep: Class 19 contains 70662 members 
Mstep: Class 21 contains 82200 members 
Entering Unmasked Estep 
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Iteration 152Q: 19 clusters Score -7.55845e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 76616 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 38757 members 
Mstep: Class 5 contains 53536 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35003 members 
Mstep: Class 9 contains 30477 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 59177 members 
Mstep: Class 12 contains 8132 members 
Mstep: Class 13 contains 52558 members 
Mstep: Class 14 contains 21776 members 
Mstep: Class 15 contains 44441 members 
Mstep: Class 18 contains 5128 members 
Mstep: Class 19 contains 70667 members 
Mstep: Class 21 contains 82208 members 
Entering Unmasked Estep 
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Iteration 153Q: 19 clusters Score -7.558442e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 76605 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 38598 members 
Mstep: Class 5 contains 53552 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 802 members 
Mstep: Class 8 contains 34973 members 
Mstep: Class 9 contains 30468 members 
Mstep: Class 10 contains 2045 members 
Mstep: Class 11 contains 59219 members 
Mstep: Class 12 contains 8120 members 
Mstep: Class 13 contains 52588 members 
Mstep: Class 14 contains 21877 members 
Mstep: Class 15 contains 44423 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 70671 members 
Mstep: Class 21 contains 82246 members 
Entering Unmasked Estep 
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Iteration 154Q: 19 clusters Score -7.558447e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 76583 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 38448 members 
Mstep: Class 5 contains 53570 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 34945 members 
Mstep: Class 9 contains 30457 members 
Mstep: Class 10 contains 2045 members 
Mstep: Class 11 contains 59262 members 
Mstep: Class 12 contains 8106 members 
Mstep: Class 13 contains 52615 members 
Mstep: Class 14 contains 21969 members 
Mstep: Class 15 contains 44403 members 
Mstep: Class 18 contains 5143 members 
Mstep: Class 19 contains 70681 members 
Mstep: Class 21 contains 82293 members 
Entering Unmasked Estep 
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Iteration 155Q: 19 clusters Score -7.558447e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 76565 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 38293 members 
Mstep: Class 5 contains 53576 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 34909 members 
Mstep: Class 9 contains 30455 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 59305 members 
Mstep: Class 12 contains 8105 members 
Mstep: Class 13 contains 52632 members 
Mstep: Class 14 contains 22072 members 
Mstep: Class 15 contains 44385 members 
Mstep: Class 18 contains 5146 members 
Mstep: Class 19 contains 70683 members 
Mstep: Class 21 contains 82349 members 
Entering Unmasked Estep 
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Iteration 156Q: 19 clusters Score -7.558447e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 76544 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 38114 members 
Mstep: Class 5 contains 53594 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 34878 members 
Mstep: Class 9 contains 30439 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 59347 members 
Mstep: Class 12 contains 8112 members 
Mstep: Class 13 contains 52640 members 
Mstep: Class 14 contains 22171 members 
Mstep: Class 15 contains 44370 members 
Mstep: Class 18 contains 5147 members 
Mstep: Class 19 contains 70678 members 
Mstep: Class 21 contains 82433 members 
Entering Unmasked Estep 
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Iteration 157Q: 19 clusters Score -7.558449e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 76521 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 37977 members 
Mstep: Class 5 contains 53621 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 34847 members 
Mstep: Class 9 contains 30439 members 
Mstep: Class 10 contains 2048 members 
Mstep: Class 11 contains 59382 members 
Mstep: Class 12 contains 8117 members 
Mstep: Class 13 contains 52650 members 
Mstep: Class 14 contains 22271 members 
Mstep: Class 15 contains 44360 members 
Mstep: Class 18 contains 5147 members 
Mstep: Class 19 contains 70683 members 
Mstep: Class 21 contains 82439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584688.000000 Penalty: 39018.101562
Iteration 158Q: 19 clusters Score -7.558469e+07 nChanged 630
Entering ConstructFrom: 
Score: -75584688.000000 Penalty: 39018.101562
Entering ConstructFrom: 
Trying to split cluster 1 (39200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Entering Unmasked Estep 
Score: -4878311.500000 Penalty: 1718.670288
	Iteration 0F: 2 clusters Score -4878312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -4852010.500000 Penalty: 3437.340576
	Iteration 0F: 3 clusters Score -4852010 nChanged 18267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -4862141.000000 Penalty: 3437.340576
	Iteration 1F: 3 clusters Score -4862141 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -4862641.000000 Penalty: 3437.340576
	Iteration 2Q: 3 clusters Score -4862641 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -4863247.000000 Penalty: 3437.340576
	Iteration 3Q: 3 clusters Score -4863247 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -4863977.000000 Penalty: 3437.340576
	Iteration 4Q: 3 clusters Score -4863977 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -4864832.500000 Penalty: 3437.340576
	Iteration 5Q: 3 clusters Score -4864832 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -4866106.000000 Penalty: 3437.340576
	Iteration 6F: 3 clusters Score -4866106 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -4867894.500000 Penalty: 3437.340576
	Iteration 7F: 3 clusters Score -4867894 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -4870089.000000 Penalty: 3437.340576
	Iteration 8F: 3 clusters Score -4870089 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -4872180.500000 Penalty: 3437.340576
	Iteration 9F: 3 clusters Score -4872180 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -4873628.000000 Penalty: 3437.340576
	Iteration 10Q: 3 clusters Score -4873628 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -4874335.000000 Penalty: 3437.340576
	Iteration 11Q: 3 clusters Score -4874335 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -4874725.500000 Penalty: 3437.340576
	Iteration 12Q: 3 clusters Score -4874726 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -4875013.500000 Penalty: 3437.340576
	Iteration 13Q: 3 clusters Score -4875014 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -4875232.500000 Penalty: 3437.340576
	Iteration 14Q: 3 clusters Score -4875232 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -4875402.000000 Penalty: 3437.340576
	Iteration 15Q: 3 clusters Score -4875402 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -4875575.000000 Penalty: 3437.340576
	Iteration 16Q: 3 clusters Score -4875575 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -4875699.500000 Penalty: 3437.340576
	Iteration 17Q: 3 clusters Score -4875700 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -4875834.000000 Penalty: 3437.340576
	Iteration 18Q: 3 clusters Score -4875834 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -4875997.000000 Penalty: 3437.340576
	Iteration 19Q: 3 clusters Score -4875997 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -4876123.500000 Penalty: 3437.340576
	Iteration 20F: 3 clusters Score -4876124 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4876208.500000 Penalty: 3437.340576
	Iteration 21Q: 3 clusters Score -4876208 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4876309.500000 Penalty: 3437.340576
	Iteration 22Q: 3 clusters Score -4876310 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4876380.000000 Penalty: 3437.340576
	Iteration 23Q: 3 clusters Score -4876380 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4876475.000000 Penalty: 3437.340576
	Iteration 24Q: 3 clusters Score -4876475 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4876560.500000 Penalty: 3437.340576
	Iteration 25Q: 3 clusters Score -4876560 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4876643.000000 Penalty: 3437.340576
	Iteration 26Q: 3 clusters Score -4876643 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4876723.000000 Penalty: 3437.340576
	Iteration 27Q: 3 clusters Score -4876723 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4876800.500000 Penalty: 3437.340576
	Iteration 28Q: 3 clusters Score -4876800 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4876828.000000 Penalty: 3437.340576
	Iteration 29Q: 3 clusters Score -4876828 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4876874.000000 Penalty: 3437.340576
	Iteration 30Q: 3 clusters Score -4876874 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4876903.000000 Penalty: 3437.340576
	Iteration 31Q: 3 clusters Score -4876903 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4876933.000000 Penalty: 3437.340576
	Iteration 32Q: 3 clusters Score -4876933 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4876949.500000 Penalty: 3437.340576
	Iteration 33Q: 3 clusters Score -4876950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4876964.000000 Penalty: 3437.340576
	Iteration 34Q: 3 clusters Score -4876964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4876969.500000 Penalty: 3437.340576
	Iteration 35Q: 3 clusters Score -4876970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4876975.500000 Penalty: 3437.340576
	Iteration 36Q: 3 clusters Score -4876976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4876977.500000 Penalty: 3437.340576
	Iteration 37Q: 3 clusters Score -4876978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4876985.500000 Penalty: 3437.340576
	Iteration 38Q: 3 clusters Score -4876986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4876987.500000 Penalty: 3437.340576
	Iteration 39Q: 3 clusters Score -4876988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4876987.000000 Penalty: 3437.340576
	Iteration 40F: 3 clusters Score -4876987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4876991.500000 Penalty: 3437.340576
	Iteration 41Q: 3 clusters Score -4876992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4876987.000000 Penalty: 3437.340576
	Iteration 42Q: 3 clusters Score -4876987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4876990.000000 Penalty: 3437.340576
	Iteration 43Q: 3 clusters Score -4876990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4876996.000000 Penalty: 3437.340576
	Iteration 44Q: 3 clusters Score -4876996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4877005.000000 Penalty: 3437.340576
	Iteration 45Q: 3 clusters Score -4877005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4877007.000000 Penalty: 3437.340576
	Iteration 46Q: 3 clusters Score -4877007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4877014.500000 Penalty: 3437.340576
	Iteration 47Q: 3 clusters Score -4877014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4877017.000000 Penalty: 3437.340576
	Iteration 48Q: 3 clusters Score -4877017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4877027.000000 Penalty: 3437.340576
	Iteration 49Q: 3 clusters Score -4877027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4877024.000000 Penalty: 3437.340576
	Iteration 50Q: 3 clusters Score -4877024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4877022.500000 Penalty: 3437.340576
	Iteration 51Q: 3 clusters Score -4877022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4877023.500000 Penalty: 3437.340576
	Iteration 52Q: 3 clusters Score -4877024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4877031.500000 Penalty: 3437.340576
	Iteration 53Q: 3 clusters Score -4877032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4877039.000000 Penalty: 3437.340576
	Iteration 54Q: 3 clusters Score -4877039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4877034.000000 Penalty: 3437.340576
	Iteration 55Q: 3 clusters Score -4877034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4877039.500000 Penalty: 3437.340576
	Iteration 56Q: 3 clusters Score -4877040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4877039.000000 Penalty: 3437.340576
	Iteration 57Q: 3 clusters Score -4877039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4877043.500000 Penalty: 3437.340576
	Iteration 58Q: 3 clusters Score -4877044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4877048.000000 Penalty: 3437.340576
	Iteration 59Q: 3 clusters Score -4877048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4877043.500000 Penalty: 3437.340576
	Iteration 60F: 3 clusters Score -4877044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4877043.500000 Penalty: 3437.340576
	Iteration 61Q: 3 clusters Score -4877044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4877052.500000 Penalty: 3437.340576
	Iteration 62Q: 3 clusters Score -4877052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4877060.000000 Penalty: 3437.340576
	Iteration 63Q: 3 clusters Score -4877060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4877060.500000 Penalty: 3437.340576
	Iteration 64Q: 3 clusters Score -4877060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4877058.000000 Penalty: 3437.340576
	Iteration 65Q: 3 clusters Score -4877058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4877058.000000 Penalty: 3437.340576
	Iteration 66Q: 3 clusters Score -4877058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4877058.000000 Penalty: 3437.340576
	Iteration 67F: 3 clusters Score -4877058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (76491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Entering Unmasked Estep 
Score: -9509739.000000 Penalty: 1827.300903
	Iteration 0F: 2 clusters Score -9509739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -9460253.000000 Penalty: 3654.601807
	Iteration 0F: 3 clusters Score -9460253 nChanged 36284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -9481151.000000 Penalty: 3654.601807
	Iteration 1F: 3 clusters Score -9481151 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -9481781.000000 Penalty: 3654.601807
	Iteration 2Q: 3 clusters Score -9481781 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -9482393.000000 Penalty: 3654.601807
	Iteration 3Q: 3 clusters Score -9482393 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -9483094.000000 Penalty: 3654.601807
	Iteration 4Q: 3 clusters Score -9483094 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -9484100.000000 Penalty: 3654.601807
	Iteration 5Q: 3 clusters Score -9484100 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -9485707.000000 Penalty: 3654.601807
	Iteration 6Q: 3 clusters Score -9485707 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -9488025.000000 Penalty: 3654.601807
	Iteration 7F: 3 clusters Score -9488025 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -9491237.000000 Penalty: 3654.601807
	Iteration 8F: 3 clusters Score -9491237 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -9495152.000000 Penalty: 3654.601807
	Iteration 9F: 3 clusters Score -9495152 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64335 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -9499258.000000 Penalty: 3654.601807
	Iteration 10F: 3 clusters Score -9499258 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67778 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -9502434.000000 Penalty: 3654.601807
	Iteration 11Q: 3 clusters Score -9502434 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69998 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -9504503.000000 Penalty: 3654.601807
	Iteration 12Q: 3 clusters Score -9504503 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71351 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -9505606.000000 Penalty: 3654.601807
	Iteration 13Q: 3 clusters Score -9505606 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72242 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -9506288.000000 Penalty: 3654.601807
	Iteration 14Q: 3 clusters Score -9506288 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -9506706.000000 Penalty: 3654.601807
	Iteration 15Q: 3 clusters Score -9506706 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73430 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -9506981.000000 Penalty: 3654.601807
	Iteration 16Q: 3 clusters Score -9506981 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -9507213.000000 Penalty: 3654.601807
	Iteration 17Q: 3 clusters Score -9507213 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74188 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -9507390.000000 Penalty: 3654.601807
	Iteration 18Q: 3 clusters Score -9507390 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -9507531.000000 Penalty: 3654.601807
	Iteration 19Q: 3 clusters Score -9507531 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -9507625.000000 Penalty: 3654.601807
	Iteration 20F: 3 clusters Score -9507625 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74918 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -9507716.000000 Penalty: 3654.601807
	Iteration 21Q: 3 clusters Score -9507716 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75096 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -9507833.000000 Penalty: 3654.601807
	Iteration 22Q: 3 clusters Score -9507833 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9507870.000000 Penalty: 3654.601807
	Iteration 23Q: 3 clusters Score -9507870 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -9507931.000000 Penalty: 3654.601807
	Iteration 24Q: 3 clusters Score -9507931 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75435 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9507977.000000 Penalty: 3654.601807
	Iteration 25Q: 3 clusters Score -9507977 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75504 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9508016.000000 Penalty: 3654.601807
	Iteration 26Q: 3 clusters Score -9508016 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75571 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9508038.000000 Penalty: 3654.601807
	Iteration 27Q: 3 clusters Score -9508038 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9508072.000000 Penalty: 3654.601807
	Iteration 28Q: 3 clusters Score -9508072 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9508091.000000 Penalty: 3654.601807
	Iteration 29Q: 3 clusters Score -9508091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75694 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9508105.000000 Penalty: 3654.601807
	Iteration 30Q: 3 clusters Score -9508105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75712 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9508112.000000 Penalty: 3654.601807
	Iteration 31Q: 3 clusters Score -9508112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75725 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9508117.000000 Penalty: 3654.601807
	Iteration 32Q: 3 clusters Score -9508117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75741 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9508118.000000 Penalty: 3654.601807
	Iteration 33Q: 3 clusters Score -9508118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75746 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9508126.000000 Penalty: 3654.601807
	Iteration 34Q: 3 clusters Score -9508126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75753 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9508134.000000 Penalty: 3654.601807
	Iteration 35Q: 3 clusters Score -9508134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9508133.000000 Penalty: 3654.601807
	Iteration 36Q: 3 clusters Score -9508133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9508150.000000 Penalty: 3654.601807
	Iteration 37Q: 3 clusters Score -9508150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75789 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9508151.000000 Penalty: 3654.601807
	Iteration 38Q: 3 clusters Score -9508151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9508164.000000 Penalty: 3654.601807
	Iteration 39Q: 3 clusters Score -9508164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75811 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9508171.000000 Penalty: 3654.601807
	Iteration 40F: 3 clusters Score -9508171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75823 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9508162.000000 Penalty: 3654.601807
	Iteration 41Q: 3 clusters Score -9508162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75835 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9508180.000000 Penalty: 3654.601807
	Iteration 42Q: 3 clusters Score -9508180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9508203.000000 Penalty: 3654.601807
	Iteration 43Q: 3 clusters Score -9508203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9508206.000000 Penalty: 3654.601807
	Iteration 44Q: 3 clusters Score -9508206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9508224.000000 Penalty: 3654.601807
	Iteration 45Q: 3 clusters Score -9508224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9508229.000000 Penalty: 3654.601807
	Iteration 46Q: 3 clusters Score -9508229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9508242.000000 Penalty: 3654.601807
	Iteration 47Q: 3 clusters Score -9508242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75938 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9508261.000000 Penalty: 3654.601807
	Iteration 48Q: 3 clusters Score -9508261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9508272.000000 Penalty: 3654.601807
	Iteration 49Q: 3 clusters Score -9508272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9508283.000000 Penalty: 3654.601807
	Iteration 50Q: 3 clusters Score -9508283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9508293.000000 Penalty: 3654.601807
	Iteration 51Q: 3 clusters Score -9508293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9508291.000000 Penalty: 3654.601807
	Iteration 52Q: 3 clusters Score -9508291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75957 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9508300.000000 Penalty: 3654.601807
	Iteration 53Q: 3 clusters Score -9508300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9508296.000000 Penalty: 3654.601807
	Iteration 54Q: 3 clusters Score -9508296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75957 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9508301.000000 Penalty: 3654.601807
	Iteration 55Q: 3 clusters Score -9508301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9508303.000000 Penalty: 3654.601807
	Iteration 56Q: 3 clusters Score -9508303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75970 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9508320.000000 Penalty: 3654.601807
	Iteration 57Q: 3 clusters Score -9508320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75973 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9508331.000000 Penalty: 3654.601807
	Iteration 58Q: 3 clusters Score -9508331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9508331.000000 Penalty: 3654.601807
	Iteration 59Q: 3 clusters Score -9508331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75981 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9508337.000000 Penalty: 3654.601807
	Iteration 60F: 3 clusters Score -9508337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75982 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9508326.000000 Penalty: 3654.601807
	Iteration 61Q: 3 clusters Score -9508326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75982 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9508332.000000 Penalty: 3654.601807
	Iteration 62Q: 3 clusters Score -9508332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9508334.000000 Penalty: 3654.601807
	Iteration 63Q: 3 clusters Score -9508334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9508334.000000 Penalty: 3654.601807
	Iteration 64F: 3 clusters Score -9508334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -46100.339844 Penalty: 986.119141
	Iteration 0F: 2 clusters Score -46100.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45103.128906 Penalty: 1972.238281
	Iteration 0F: 3 clusters Score -45103.13 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45224.175781 Penalty: 1972.238281
	Iteration 1F: 3 clusters Score -45224.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45244.011719 Penalty: 1972.238281
	Iteration 2Q: 3 clusters Score -45244.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45255.234375 Penalty: 1972.238281
	Iteration 3Q: 3 clusters Score -45255.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45260.500000 Penalty: 1972.238281
	Iteration 4Q: 3 clusters Score -45260.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45264.121094 Penalty: 1972.238281
	Iteration 5Q: 3 clusters Score -45264.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45270.773438 Penalty: 1972.238281
	Iteration 6Q: 3 clusters Score -45270.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45270.773438 Penalty: 1972.238281
	Iteration 7F: 3 clusters Score -45270.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Entering Unmasked Estep 
Score: -4686448.000000 Penalty: 1712.940918
	Iteration 0F: 2 clusters Score -4686448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -4660962.500000 Penalty: 3425.881836
	Iteration 0F: 3 clusters Score -4660962 nChanged 17621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -4670949.000000 Penalty: 3425.881836
	Iteration 1F: 3 clusters Score -4670949 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -4671407.500000 Penalty: 3425.881836
	Iteration 2Q: 3 clusters Score -4671408 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -4672048.500000 Penalty: 3425.881836
	Iteration 3Q: 3 clusters Score -4672048 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -4673193.500000 Penalty: 3425.881836
	Iteration 4F: 3 clusters Score -4673194 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -4674922.000000 Penalty: 3425.881836
	Iteration 5F: 3 clusters Score -4674922 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -4677404.000000 Penalty: 3425.881836
	Iteration 6F: 3 clusters Score -4677404 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -4680060.500000 Penalty: 3425.881836
	Iteration 7F: 3 clusters Score -4680060 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -4682147.500000 Penalty: 3425.881836
	Iteration 8F: 3 clusters Score -4682148 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -4683431.500000 Penalty: 3425.881836
	Iteration 9Q: 3 clusters Score -4683432 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -4684303.500000 Penalty: 3425.881836
	Iteration 10Q: 3 clusters Score -4684304 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -4684803.500000 Penalty: 3425.881836
	Iteration 11Q: 3 clusters Score -4684804 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -4685073.500000 Penalty: 3425.881836
	Iteration 12Q: 3 clusters Score -4685074 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -4685194.000000 Penalty: 3425.881836
	Iteration 13Q: 3 clusters Score -4685194 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -4685263.500000 Penalty: 3425.881836
	Iteration 14Q: 3 clusters Score -4685264 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -4685304.000000 Penalty: 3425.881836
	Iteration 15Q: 3 clusters Score -4685304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -4685318.500000 Penalty: 3425.881836
	Iteration 16Q: 3 clusters Score -4685318 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -4685337.000000 Penalty: 3425.881836
	Iteration 17Q: 3 clusters Score -4685337 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -4685354.000000 Penalty: 3425.881836
	Iteration 18Q: 3 clusters Score -4685354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -4685357.500000 Penalty: 3425.881836
	Iteration 19Q: 3 clusters Score -4685358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -4685369.000000 Penalty: 3425.881836
	Iteration 20F: 3 clusters Score -4685369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -4685373.000000 Penalty: 3425.881836
	Iteration 21Q: 3 clusters Score -4685373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -4685368.500000 Penalty: 3425.881836
	Iteration 22Q: 3 clusters Score -4685368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -4685364.500000 Penalty: 3425.881836
	Iteration 23Q: 3 clusters Score -4685364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -4685370.500000 Penalty: 3425.881836
	Iteration 24Q: 3 clusters Score -4685370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -4685369.000000 Penalty: 3425.881836
	Iteration 25Q: 3 clusters Score -4685369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -4685368.000000 Penalty: 3425.881836
	Iteration 26Q: 3 clusters Score -4685368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -4685364.500000 Penalty: 3425.881836
	Iteration 27Q: 3 clusters Score -4685364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -4685366.000000 Penalty: 3425.881836
	Iteration 28Q: 3 clusters Score -4685366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -4685369.000000 Penalty: 3425.881836
	Iteration 29Q: 3 clusters Score -4685369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -4685369.000000 Penalty: 3425.881836
	Iteration 30F: 3 clusters Score -4685369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Entering Unmasked Estep 
Score: -6685103.000000 Penalty: 1769.663452
	Iteration 0F: 2 clusters Score -6685103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -6649130.500000 Penalty: 3539.326904
	Iteration 0F: 3 clusters Score -6649130 nChanged 25239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -6663228.500000 Penalty: 3539.326904
	Iteration 1F: 3 clusters Score -6663228 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -6663857.500000 Penalty: 3539.326904
	Iteration 2Q: 3 clusters Score -6663858 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -6664762.500000 Penalty: 3539.326904
	Iteration 3Q: 3 clusters Score -6664762 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -6666210.500000 Penalty: 3539.326904
	Iteration 4F: 3 clusters Score -6666210 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -6668590.000000 Penalty: 3539.326904
	Iteration 5F: 3 clusters Score -6668590 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -6672029.500000 Penalty: 3539.326904
	Iteration 6F: 3 clusters Score -6672030 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -6675989.000000 Penalty: 3539.326904
	Iteration 7F: 3 clusters Score -6675989 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -6679161.500000 Penalty: 3539.326904
	Iteration 8F: 3 clusters Score -6679162 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -6680924.500000 Penalty: 3539.326904
	Iteration 9Q: 3 clusters Score -6680924 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -6681797.000000 Penalty: 3539.326904
	Iteration 10Q: 3 clusters Score -6681797 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -6682299.000000 Penalty: 3539.326904
	Iteration 11Q: 3 clusters Score -6682299 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 49592 members 
Entering Unmasked Estep 
Score: -6682617.500000 Penalty: 3539.326904
	Iteration 12Q: 3 clusters Score -6682618 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -6682846.500000 Penalty: 3539.326904
	Iteration 13Q: 3 clusters Score -6682846 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -6683044.000000 Penalty: 3539.326904
	Iteration 14Q: 3 clusters Score -6683044 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -6683210.000000 Penalty: 3539.326904
	Iteration 15Q: 3 clusters Score -6683210 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -6683295.000000 Penalty: 3539.326904
	Iteration 16Q: 3 clusters Score -6683295 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -6683380.000000 Penalty: 3539.326904
	Iteration 17Q: 3 clusters Score -6683380 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -6683476.500000 Penalty: 3539.326904
	Iteration 18Q: 3 clusters Score -6683476 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -6683541.500000 Penalty: 3539.326904
	Iteration 19Q: 3 clusters Score -6683542 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -6683582.000000 Penalty: 3539.326904
	Iteration 20F: 3 clusters Score -6683582 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 52123 members 
Entering Unmasked Estep 
Score: -6683617.000000 Penalty: 3539.326904
	Iteration 21Q: 3 clusters Score -6683617 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -6683645.500000 Penalty: 3539.326904
	Iteration 22Q: 3 clusters Score -6683646 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 52293 members 
Entering Unmasked Estep 
Score: -6683673.500000 Penalty: 3539.326904
	Iteration 23Q: 3 clusters Score -6683674 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -6683684.000000 Penalty: 3539.326904
	Iteration 24Q: 3 clusters Score -6683684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -6683701.500000 Penalty: 3539.326904
	Iteration 25Q: 3 clusters Score -6683702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -6683728.000000 Penalty: 3539.326904
	Iteration 26Q: 3 clusters Score -6683728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -6683727.500000 Penalty: 3539.326904
	Iteration 27Q: 3 clusters Score -6683728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -6683741.000000 Penalty: 3539.326904
	Iteration 28Q: 3 clusters Score -6683741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -6683735.500000 Penalty: 3539.326904
	Iteration 29Q: 3 clusters Score -6683736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -6683743.500000 Penalty: 3539.326904
	Iteration 30Q: 3 clusters Score -6683744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -6683757.500000 Penalty: 3539.326904
	Iteration 31Q: 3 clusters Score -6683758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -6683763.500000 Penalty: 3539.326904
	Iteration 32Q: 3 clusters Score -6683764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -6683778.000000 Penalty: 3539.326904
	Iteration 33Q: 3 clusters Score -6683778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -6683780.000000 Penalty: 3539.326904
	Iteration 34Q: 3 clusters Score -6683780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 52696 members 
Entering Unmasked Estep 
Score: -6683783.000000 Penalty: 3539.326904
	Iteration 35Q: 3 clusters Score -6683783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -6683788.000000 Penalty: 3539.326904
	Iteration 36Q: 3 clusters Score -6683788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -6683792.500000 Penalty: 3539.326904
	Iteration 37Q: 3 clusters Score -6683792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -6683787.500000 Penalty: 3539.326904
	Iteration 38Q: 3 clusters Score -6683788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -6683797.000000 Penalty: 3539.326904
	Iteration 39Q: 3 clusters Score -6683797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -6683792.500000 Penalty: 3539.326904
	Iteration 40F: 3 clusters Score -6683792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 52758 members 
Entering Unmasked Estep 
Score: -6683790.500000 Penalty: 3539.326904
	Iteration 41Q: 3 clusters Score -6683790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -6683800.500000 Penalty: 3539.326904
	Iteration 42Q: 3 clusters Score -6683800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -6683811.000000 Penalty: 3539.326904
	Iteration 43Q: 3 clusters Score -6683811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -6683819.000000 Penalty: 3539.326904
	Iteration 44Q: 3 clusters Score -6683819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -6683816.500000 Penalty: 3539.326904
	Iteration 45Q: 3 clusters Score -6683816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -6683819.500000 Penalty: 3539.326904
	Iteration 46Q: 3 clusters Score -6683820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -6683818.500000 Penalty: 3539.326904
	Iteration 47Q: 3 clusters Score -6683818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -6683812.500000 Penalty: 3539.326904
	Iteration 48Q: 3 clusters Score -6683812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -6683817.500000 Penalty: 3539.326904
	Iteration 49Q: 3 clusters Score -6683818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -6683822.000000 Penalty: 3539.326904
	Iteration 50Q: 3 clusters Score -6683822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -6683832.500000 Penalty: 3539.326904
	Iteration 51Q: 3 clusters Score -6683832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -6683834.000000 Penalty: 3539.326904
	Iteration 52Q: 3 clusters Score -6683834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 52858 members 
Entering Unmasked Estep 
Score: -6683833.000000 Penalty: 3539.326904
	Iteration 53Q: 3 clusters Score -6683833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -6683829.500000 Penalty: 3539.326904
	Iteration 54Q: 3 clusters Score -6683830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -6683834.500000 Penalty: 3539.326904
	Iteration 55Q: 3 clusters Score -6683834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -6683832.500000 Penalty: 3539.326904
	Iteration 56Q: 3 clusters Score -6683832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -6683829.500000 Penalty: 3539.326904
	Iteration 57Q: 3 clusters Score -6683830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -6683838.000000 Penalty: 3539.326904
	Iteration 58Q: 3 clusters Score -6683838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -6683835.000000 Penalty: 3539.326904
	Iteration 59Q: 3 clusters Score -6683835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -6683835.000000 Penalty: 3539.326904
	Iteration 60F: 3 clusters Score -6683835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -6683835.500000 Penalty: 3539.326904
	Iteration 61Q: 3 clusters Score -6683836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -6683834.500000 Penalty: 3539.326904
	Iteration 62Q: 3 clusters Score -6683834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -6683841.000000 Penalty: 3539.326904
	Iteration 63Q: 3 clusters Score -6683841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -6683837.000000 Penalty: 3539.326904
	Iteration 64Q: 3 clusters Score -6683837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -6683837.000000 Penalty: 3539.326904
	Iteration 65F: 3 clusters Score -6683837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -56810.003906 Penalty: 947.203674
	Iteration 0F: 2 clusters Score -56810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -55872.425781 Penalty: 1894.407349
	Iteration 0F: 3 clusters Score -55872.43 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55996.550781 Penalty: 1894.407349
	Iteration 1F: 3 clusters Score -55996.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -56026.128906 Penalty: 1894.407349
	Iteration 2Q: 3 clusters Score -56026.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -56040.109375 Penalty: 1894.407349
	Iteration 3Q: 3 clusters Score -56040.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -56049.144531 Penalty: 1894.407349
	Iteration 4Q: 3 clusters Score -56049.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -56056.125000 Penalty: 1894.407349
	Iteration 5Q: 3 clusters Score -56056.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -56059.707031 Penalty: 1894.407349
	Iteration 6Q: 3 clusters Score -56059.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -56059.707031 Penalty: 1894.407349
	Iteration 7F: 3 clusters Score -56059.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -95208.890625 Penalty: 1085.842651
	Iteration 0F: 2 clusters Score -95208.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -93924.820312 Penalty: 2171.685303
	Iteration 0F: 3 clusters Score -93924.82 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -94127.742188 Penalty: 2171.685303
	Iteration 1F: 3 clusters Score -94127.74 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -94176.492188 Penalty: 2171.685303
	Iteration 2F: 3 clusters Score -94176.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -94203.796875 Penalty: 2171.685303
	Iteration 3Q: 3 clusters Score -94203.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -94210.382812 Penalty: 2171.685303
	Iteration 4Q: 3 clusters Score -94210.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -94215.367188 Penalty: 2171.685303
	Iteration 5Q: 3 clusters Score -94215.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -94219.265625 Penalty: 2171.685303
	Iteration 6Q: 3 clusters Score -94219.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -94219.468750 Penalty: 2171.685303
	Iteration 7Q: 3 clusters Score -94219.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -94219.468750 Penalty: 2171.685303
	Iteration 8F: 3 clusters Score -94219.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Entering Unmasked Estep 
Score: -4332729.500000 Penalty: 1699.421143
	Iteration 0F: 2 clusters Score -4332730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -4309378.500000 Penalty: 3398.842285
	Iteration 0F: 3 clusters Score -4309378 nChanged 16192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -4318422.000000 Penalty: 3398.842285
	Iteration 1F: 3 clusters Score -4318422 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -4318889.500000 Penalty: 3398.842285
	Iteration 2Q: 3 clusters Score -4318890 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -4319469.500000 Penalty: 3398.842285
	Iteration 3Q: 3 clusters Score -4319470 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -4320220.000000 Penalty: 3398.842285
	Iteration 4Q: 3 clusters Score -4320220 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -4321293.000000 Penalty: 3398.842285
	Iteration 5F: 3 clusters Score -4321293 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -4322725.500000 Penalty: 3398.842285
	Iteration 6F: 3 clusters Score -4322726 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -4324324.000000 Penalty: 3398.842285
	Iteration 7F: 3 clusters Score -4324324 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -4325752.500000 Penalty: 3398.842285
	Iteration 8F: 3 clusters Score -4325752 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -4326700.500000 Penalty: 3398.842285
	Iteration 9Q: 3 clusters Score -4326700 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -4327180.500000 Penalty: 3398.842285
	Iteration 10Q: 3 clusters Score -4327180 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -4327419.500000 Penalty: 3398.842285
	Iteration 11Q: 3 clusters Score -4327420 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -4327567.500000 Penalty: 3398.842285
	Iteration 12Q: 3 clusters Score -4327568 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -4327668.000000 Penalty: 3398.842285
	Iteration 13Q: 3 clusters Score -4327668 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -4327774.500000 Penalty: 3398.842285
	Iteration 14Q: 3 clusters Score -4327774 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -4327888.500000 Penalty: 3398.842285
	Iteration 15Q: 3 clusters Score -4327888 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -4328013.500000 Penalty: 3398.842285
	Iteration 16Q: 3 clusters Score -4328014 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -4328115.500000 Penalty: 3398.842285
	Iteration 17Q: 3 clusters Score -4328116 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -4328226.000000 Penalty: 3398.842285
	Iteration 18Q: 3 clusters Score -4328226 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -4328338.000000 Penalty: 3398.842285
	Iteration 19Q: 3 clusters Score -4328338 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -4328457.500000 Penalty: 3398.842285
	Iteration 20F: 3 clusters Score -4328458 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -4328555.500000 Penalty: 3398.842285
	Iteration 21Q: 3 clusters Score -4328556 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -4328641.000000 Penalty: 3398.842285
	Iteration 22Q: 3 clusters Score -4328641 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -4328727.000000 Penalty: 3398.842285
	Iteration 23Q: 3 clusters Score -4328727 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -4328801.500000 Penalty: 3398.842285
	Iteration 24Q: 3 clusters Score -4328802 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -4328863.000000 Penalty: 3398.842285
	Iteration 25Q: 3 clusters Score -4328863 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -4328940.000000 Penalty: 3398.842285
	Iteration 26Q: 3 clusters Score -4328940 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -4329019.000000 Penalty: 3398.842285
	Iteration 27Q: 3 clusters Score -4329019 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -4329103.000000 Penalty: 3398.842285
	Iteration 28Q: 3 clusters Score -4329103 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -4329195.000000 Penalty: 3398.842285
	Iteration 29Q: 3 clusters Score -4329195 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -4329285.000000 Penalty: 3398.842285
	Iteration 30Q: 3 clusters Score -4329285 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -4329373.500000 Penalty: 3398.842285
	Iteration 31Q: 3 clusters Score -4329374 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -4329460.000000 Penalty: 3398.842285
	Iteration 32Q: 3 clusters Score -4329460 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -4329562.000000 Penalty: 3398.842285
	Iteration 33Q: 3 clusters Score -4329562 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -4329653.500000 Penalty: 3398.842285
	Iteration 34Q: 3 clusters Score -4329654 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -4329749.500000 Penalty: 3398.842285
	Iteration 35Q: 3 clusters Score -4329750 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -4329830.500000 Penalty: 3398.842285
	Iteration 36Q: 3 clusters Score -4329830 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -4329909.500000 Penalty: 3398.842285
	Iteration 37Q: 3 clusters Score -4329910 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -4329956.000000 Penalty: 3398.842285
	Iteration 38Q: 3 clusters Score -4329956 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -4330016.000000 Penalty: 3398.842285
	Iteration 39Q: 3 clusters Score -4330016 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -4330056.500000 Penalty: 3398.842285
	Iteration 40F: 3 clusters Score -4330056 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -4330108.000000 Penalty: 3398.842285
	Iteration 41Q: 3 clusters Score -4330108 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -4330202.500000 Penalty: 3398.842285
	Iteration 42Q: 3 clusters Score -4330202 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -4330252.000000 Penalty: 3398.842285
	Iteration 43Q: 3 clusters Score -4330252 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -4330335.000000 Penalty: 3398.842285
	Iteration 44Q: 3 clusters Score -4330335 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -4330371.500000 Penalty: 3398.842285
	Iteration 45Q: 3 clusters Score -4330372 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -4330427.000000 Penalty: 3398.842285
	Iteration 46Q: 3 clusters Score -4330427 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -4330483.000000 Penalty: 3398.842285
	Iteration 47Q: 3 clusters Score -4330483 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -4330539.000000 Penalty: 3398.842285
	Iteration 48Q: 3 clusters Score -4330539 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -4330621.500000 Penalty: 3398.842285
	Iteration 49Q: 3 clusters Score -4330622 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -4330698.000000 Penalty: 3398.842285
	Iteration 50Q: 3 clusters Score -4330698 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -4330752.000000 Penalty: 3398.842285
	Iteration 51Q: 3 clusters Score -4330752 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -4330844.500000 Penalty: 3398.842285
	Iteration 52Q: 3 clusters Score -4330844 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4330914.500000 Penalty: 3398.842285
	Iteration 53Q: 3 clusters Score -4330914 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -4330956.000000 Penalty: 3398.842285
	Iteration 54Q: 3 clusters Score -4330956 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -4331005.000000 Penalty: 3398.842285
	Iteration 55Q: 3 clusters Score -4331005 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -4331046.500000 Penalty: 3398.842285
	Iteration 56Q: 3 clusters Score -4331046 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -4331083.500000 Penalty: 3398.842285
	Iteration 57Q: 3 clusters Score -4331084 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -4331109.000000 Penalty: 3398.842285
	Iteration 58Q: 3 clusters Score -4331109 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -4331144.500000 Penalty: 3398.842285
	Iteration 59Q: 3 clusters Score -4331144 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -4331201.500000 Penalty: 3398.842285
	Iteration 60F: 3 clusters Score -4331202 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -4331207.500000 Penalty: 3398.842285
	Iteration 61Q: 3 clusters Score -4331208 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -4331236.500000 Penalty: 3398.842285
	Iteration 62Q: 3 clusters Score -4331236 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -4331255.500000 Penalty: 3398.842285
	Iteration 63Q: 3 clusters Score -4331256 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -4331282.500000 Penalty: 3398.842285
	Iteration 64Q: 3 clusters Score -4331282 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -4331309.500000 Penalty: 3398.842285
	Iteration 65Q: 3 clusters Score -4331310 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -4331330.000000 Penalty: 3398.842285
	Iteration 66Q: 3 clusters Score -4331330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -4331348.500000 Penalty: 3398.842285
	Iteration 67Q: 3 clusters Score -4331348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -4331371.000000 Penalty: 3398.842285
	Iteration 68Q: 3 clusters Score -4331371 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -4331391.000000 Penalty: 3398.842285
	Iteration 69Q: 3 clusters Score -4331391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -4331405.000000 Penalty: 3398.842285
	Iteration 70Q: 3 clusters Score -4331405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -4331414.000000 Penalty: 3398.842285
	Iteration 71Q: 3 clusters Score -4331414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -4331415.000000 Penalty: 3398.842285
	Iteration 72Q: 3 clusters Score -4331415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -4331418.000000 Penalty: 3398.842285
	Iteration 73Q: 3 clusters Score -4331418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -4331425.500000 Penalty: 3398.842285
	Iteration 74Q: 3 clusters Score -4331426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -4331430.000000 Penalty: 3398.842285
	Iteration 75Q: 3 clusters Score -4331430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -4331434.500000 Penalty: 3398.842285
	Iteration 76Q: 3 clusters Score -4331434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -4331429.500000 Penalty: 3398.842285
	Iteration 77Q: 3 clusters Score -4331430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -4331437.000000 Penalty: 3398.842285
	Iteration 78Q: 3 clusters Score -4331437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -4331439.000000 Penalty: 3398.842285
	Iteration 79Q: 3 clusters Score -4331439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -4331438.500000 Penalty: 3398.842285
	Iteration 80F: 3 clusters Score -4331438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -4331436.500000 Penalty: 3398.842285
	Iteration 81Q: 3 clusters Score -4331436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -4331432.000000 Penalty: 3398.842285
	Iteration 82Q: 3 clusters Score -4331432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -4331434.500000 Penalty: 3398.842285
	Iteration 83Q: 3 clusters Score -4331434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -4331434.500000 Penalty: 3398.842285
	Iteration 84F: 3 clusters Score -4331434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Entering Unmasked Estep 
Score: -3674691.250000 Penalty: 1677.586792
	Iteration 0F: 2 clusters Score -3674691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3654212.500000 Penalty: 3355.173584
	Iteration 0F: 3 clusters Score -3654212 nChanged 13892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3661856.500000 Penalty: 3355.173584
	Iteration 1F: 3 clusters Score -3661856 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -3662180.500000 Penalty: 3355.173584
	Iteration 2Q: 3 clusters Score -3662180 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3662496.250000 Penalty: 3355.173584
	Iteration 3Q: 3 clusters Score -3662496 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -3662849.500000 Penalty: 3355.173584
	Iteration 4Q: 3 clusters Score -3662850 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3663283.750000 Penalty: 3355.173584
	Iteration 5Q: 3 clusters Score -3663284 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -3663888.500000 Penalty: 3355.173584
	Iteration 6Q: 3 clusters Score -3663888 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3664740.250000 Penalty: 3355.173584
	Iteration 7Q: 3 clusters Score -3664740 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -3665732.250000 Penalty: 3355.173584
	Iteration 8F: 3 clusters Score -3665732 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -3666830.750000 Penalty: 3355.173584
	Iteration 9F: 3 clusters Score -3666831 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -3667897.500000 Penalty: 3355.173584
	Iteration 10F: 3 clusters Score -3667898 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -3668827.250000 Penalty: 3355.173584
	Iteration 11Q: 3 clusters Score -3668827 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -3669629.000000 Penalty: 3355.173584
	Iteration 12Q: 3 clusters Score -3669629 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -3670266.000000 Penalty: 3355.173584
	Iteration 13Q: 3 clusters Score -3670266 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -3670891.500000 Penalty: 3355.173584
	Iteration 14Q: 3 clusters Score -3670892 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3671441.000000 Penalty: 3355.173584
	Iteration 15Q: 3 clusters Score -3671441 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3671907.750000 Penalty: 3355.173584
	Iteration 16Q: 3 clusters Score -3671908 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3672277.750000 Penalty: 3355.173584
	Iteration 17Q: 3 clusters Score -3672278 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3672566.250000 Penalty: 3355.173584
	Iteration 18Q: 3 clusters Score -3672566 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3672819.000000 Penalty: 3355.173584
	Iteration 19Q: 3 clusters Score -3672819 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3673024.250000 Penalty: 3355.173584
	Iteration 20F: 3 clusters Score -3673024 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3673169.750000 Penalty: 3355.173584
	Iteration 21Q: 3 clusters Score -3673170 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3673279.000000 Penalty: 3355.173584
	Iteration 22Q: 3 clusters Score -3673279 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3673388.000000 Penalty: 3355.173584
	Iteration 23Q: 3 clusters Score -3673388 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3673440.000000 Penalty: 3355.173584
	Iteration 24Q: 3 clusters Score -3673440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3673475.500000 Penalty: 3355.173584
	Iteration 25Q: 3 clusters Score -3673476 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3673499.000000 Penalty: 3355.173584
	Iteration 26Q: 3 clusters Score -3673499 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3673515.500000 Penalty: 3355.173584
	Iteration 27Q: 3 clusters Score -3673516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3673538.250000 Penalty: 3355.173584
	Iteration 28Q: 3 clusters Score -3673538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3673550.500000 Penalty: 3355.173584
	Iteration 29Q: 3 clusters Score -3673550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3673558.750000 Penalty: 3355.173584
	Iteration 30Q: 3 clusters Score -3673559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3673566.250000 Penalty: 3355.173584
	Iteration 31Q: 3 clusters Score -3673566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3673567.000000 Penalty: 3355.173584
	Iteration 32Q: 3 clusters Score -3673567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3673570.750000 Penalty: 3355.173584
	Iteration 33Q: 3 clusters Score -3673571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3673572.000000 Penalty: 3355.173584
	Iteration 34Q: 3 clusters Score -3673572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3673573.000000 Penalty: 3355.173584
	Iteration 35Q: 3 clusters Score -3673573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3673571.500000 Penalty: 3355.173584
	Iteration 36Q: 3 clusters Score -3673572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3673576.250000 Penalty: 3355.173584
	Iteration 37Q: 3 clusters Score -3673576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3673578.000000 Penalty: 3355.173584
	Iteration 38Q: 3 clusters Score -3673578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3673575.000000 Penalty: 3355.173584
	Iteration 39Q: 3 clusters Score -3673575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3673574.250000 Penalty: 3355.173584
	Iteration 40F: 3 clusters Score -3673574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3673582.750000 Penalty: 3355.173584
	Iteration 41Q: 3 clusters Score -3673583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3673584.000000 Penalty: 3355.173584
	Iteration 42Q: 3 clusters Score -3673584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3673590.000000 Penalty: 3355.173584
	Iteration 43Q: 3 clusters Score -3673590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3673594.250000 Penalty: 3355.173584
	Iteration 44Q: 3 clusters Score -3673594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3673596.000000 Penalty: 3355.173584
	Iteration 45Q: 3 clusters Score -3673596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3673595.000000 Penalty: 3355.173584
	Iteration 46Q: 3 clusters Score -3673595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3673600.500000 Penalty: 3355.173584
	Iteration 47Q: 3 clusters Score -3673600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3673602.750000 Penalty: 3355.173584
	Iteration 48Q: 3 clusters Score -3673603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3673606.750000 Penalty: 3355.173584
	Iteration 49Q: 3 clusters Score -3673607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3673608.500000 Penalty: 3355.173584
	Iteration 50Q: 3 clusters Score -3673608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3673607.000000 Penalty: 3355.173584
	Iteration 51Q: 3 clusters Score -3673607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3673605.000000 Penalty: 3355.173584
	Iteration 52Q: 3 clusters Score -3673605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3673605.000000 Penalty: 3355.173584
	Iteration 53F: 3 clusters Score -3673605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Entering Unmasked Estep 
Score: -259959.359375 Penalty: 1239.159180
	Iteration 0F: 2 clusters Score -259959.4 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 1007 members 
Entering Unmasked Estep 
Score: -257828.218750 Penalty: 2478.318359
	Iteration 0F: 3 clusters Score -257828.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -258306.281250 Penalty: 2478.318359
	Iteration 1F: 3 clusters Score -258306.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -258415.531250 Penalty: 2478.318359
	Iteration 2F: 3 clusters Score -258415.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -258471.281250 Penalty: 2478.318359
	Iteration 3Q: 3 clusters Score -258471.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -258512.546875 Penalty: 2478.318359
	Iteration 4Q: 3 clusters Score -258512.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -258534.234375 Penalty: 2478.318359
	Iteration 5Q: 3 clusters Score -258534.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -258550.375000 Penalty: 2478.318359
	Iteration 6Q: 3 clusters Score -258550.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -258562.703125 Penalty: 2478.318359
	Iteration 7Q: 3 clusters Score -258562.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -258575.031250 Penalty: 2478.318359
	Iteration 8Q: 3 clusters Score -258575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -258583.765625 Penalty: 2478.318359
	Iteration 9Q: 3 clusters Score -258583.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -258587.031250 Penalty: 2478.318359
	Iteration 10Q: 3 clusters Score -258587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -258590.531250 Penalty: 2478.318359
	Iteration 11Q: 3 clusters Score -258590.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -258593.921875 Penalty: 2478.318359
	Iteration 12Q: 3 clusters Score -258593.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -258597.734375 Penalty: 2478.318359
	Iteration 13Q: 3 clusters Score -258597.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -258599.000000 Penalty: 2478.318359
	Iteration 14Q: 3 clusters Score -258599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -258600.468750 Penalty: 2478.318359
	Iteration 15Q: 3 clusters Score -258600.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -258602.218750 Penalty: 2478.318359
	Iteration 16Q: 3 clusters Score -258602.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -258603.031250 Penalty: 2478.318359
	Iteration 17Q: 3 clusters Score -258603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -258603.031250 Penalty: 2478.318359
	Iteration 18F: 3 clusters Score -258603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (59400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Entering Unmasked Estep 
Score: -7370817.000000 Penalty: 1786.208008
	Iteration 0F: 2 clusters Score -7370817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -7332141.000000 Penalty: 3572.416016
	Iteration 0F: 3 clusters Score -7332141 nChanged 27939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -7348449.000000 Penalty: 3572.416016
	Iteration 1F: 3 clusters Score -7348449 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -7349663.000000 Penalty: 3572.416016
	Iteration 2Q: 3 clusters Score -7349663 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -7351676.500000 Penalty: 3572.416016
	Iteration 3F: 3 clusters Score -7351676 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -7354905.000000 Penalty: 3572.416016
	Iteration 4F: 3 clusters Score -7354905 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -7359148.500000 Penalty: 3572.416016
	Iteration 5F: 3 clusters Score -7359148 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -7363515.000000 Penalty: 3572.416016
	Iteration 6F: 3 clusters Score -7363515 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -7366601.500000 Penalty: 3572.416016
	Iteration 7F: 3 clusters Score -7366602 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7368236.500000 Penalty: 3572.416016
	Iteration 8Q: 3 clusters Score -7368236 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7368885.000000 Penalty: 3572.416016
	Iteration 9Q: 3 clusters Score -7368885 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7369168.000000 Penalty: 3572.416016
	Iteration 10Q: 3 clusters Score -7369168 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7369347.500000 Penalty: 3572.416016
	Iteration 11Q: 3 clusters Score -7369348 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58870 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7369443.500000 Penalty: 3572.416016
	Iteration 12Q: 3 clusters Score -7369444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7369480.500000 Penalty: 3572.416016
	Iteration 13Q: 3 clusters Score -7369480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7369507.500000 Penalty: 3572.416016
	Iteration 14Q: 3 clusters Score -7369508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7369522.500000 Penalty: 3572.416016
	Iteration 15Q: 3 clusters Score -7369522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7369542.000000 Penalty: 3572.416016
	Iteration 16Q: 3 clusters Score -7369542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7369544.500000 Penalty: 3572.416016
	Iteration 17Q: 3 clusters Score -7369544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7369549.500000 Penalty: 3572.416016
	Iteration 18Q: 3 clusters Score -7369550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7369557.000000 Penalty: 3572.416016
	Iteration 19Q: 3 clusters Score -7369557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7369562.000000 Penalty: 3572.416016
	Iteration 20F: 3 clusters Score -7369562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7369563.000000 Penalty: 3572.416016
	Iteration 21Q: 3 clusters Score -7369563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7369570.500000 Penalty: 3572.416016
	Iteration 22Q: 3 clusters Score -7369570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7369569.000000 Penalty: 3572.416016
	Iteration 23Q: 3 clusters Score -7369569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7369576.000000 Penalty: 3572.416016
	Iteration 24Q: 3 clusters Score -7369576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7369577.000000 Penalty: 3572.416016
	Iteration 25Q: 3 clusters Score -7369577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7369576.000000 Penalty: 3572.416016
	Iteration 26Q: 3 clusters Score -7369576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7369575.000000 Penalty: 3572.416016
	Iteration 27Q: 3 clusters Score -7369575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7369573.000000 Penalty: 3572.416016
	Iteration 28Q: 3 clusters Score -7369573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7369573.000000 Penalty: 3572.416016
	Iteration 29F: 3 clusters Score -7369573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Entering Unmasked Estep 
Score: -1006690.000000 Penalty: 1462.918945
	Iteration 0F: 2 clusters Score -1006690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1000769.875000 Penalty: 2925.837891
	Iteration 0F: 3 clusters Score -1000770 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1002662.625000 Penalty: 2925.837891
	Iteration 1F: 3 clusters Score -1002663 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1002877.812500 Penalty: 2925.837891
	Iteration 2F: 3 clusters Score -1002878 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1003039.000000 Penalty: 2925.837891
	Iteration 3Q: 3 clusters Score -1003039 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1003178.312500 Penalty: 2925.837891
	Iteration 4Q: 3 clusters Score -1003178 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1003335.250000 Penalty: 2925.837891
	Iteration 5Q: 3 clusters Score -1003335 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1003521.125000 Penalty: 2925.837891
	Iteration 6Q: 3 clusters Score -1003521 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1003760.187500 Penalty: 2925.837891
	Iteration 7Q: 3 clusters Score -1003760 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1003990.187500 Penalty: 2925.837891
	Iteration 8Q: 3 clusters Score -1003990 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1004200.250000 Penalty: 2925.837891
	Iteration 9Q: 3 clusters Score -1004200 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1004388.625000 Penalty: 2925.837891
	Iteration 10Q: 3 clusters Score -1004389 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1004573.312500 Penalty: 2925.837891
	Iteration 11Q: 3 clusters Score -1004573 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1004726.125000 Penalty: 2925.837891
	Iteration 12Q: 3 clusters Score -1004726 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1004842.750000 Penalty: 2925.837891
	Iteration 13Q: 3 clusters Score -1004843 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1004920.625000 Penalty: 2925.837891
	Iteration 14Q: 3 clusters Score -1004921 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1004981.625000 Penalty: 2925.837891
	Iteration 15Q: 3 clusters Score -1004982 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1005032.750000 Penalty: 2925.837891
	Iteration 16Q: 3 clusters Score -1005033 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1005076.937500 Penalty: 2925.837891
	Iteration 17Q: 3 clusters Score -1005077 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1005111.500000 Penalty: 2925.837891
	Iteration 18Q: 3 clusters Score -1005112 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1005150.375000 Penalty: 2925.837891
	Iteration 19Q: 3 clusters Score -1005150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1005183.312500 Penalty: 2925.837891
	Iteration 20F: 3 clusters Score -1005183 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1005217.000000 Penalty: 2925.837891
	Iteration 21Q: 3 clusters Score -1005217 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1005245.687500 Penalty: 2925.837891
	Iteration 22Q: 3 clusters Score -1005246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1005267.125000 Penalty: 2925.837891
	Iteration 23Q: 3 clusters Score -1005267 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1005279.312500 Penalty: 2925.837891
	Iteration 24Q: 3 clusters Score -1005279 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1005296.562500 Penalty: 2925.837891
	Iteration 25Q: 3 clusters Score -1005297 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1005310.375000 Penalty: 2925.837891
	Iteration 26Q: 3 clusters Score -1005310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1005329.062500 Penalty: 2925.837891
	Iteration 27Q: 3 clusters Score -1005329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1005341.437500 Penalty: 2925.837891
	Iteration 28Q: 3 clusters Score -1005341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1005351.625000 Penalty: 2925.837891
	Iteration 29Q: 3 clusters Score -1005352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1005358.812500 Penalty: 2925.837891
	Iteration 30Q: 3 clusters Score -1005359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1005368.062500 Penalty: 2925.837891
	Iteration 31Q: 3 clusters Score -1005368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1005376.062500 Penalty: 2925.837891
	Iteration 32Q: 3 clusters Score -1005376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1005378.875000 Penalty: 2925.837891
	Iteration 33Q: 3 clusters Score -1005379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1005388.000000 Penalty: 2925.837891
	Iteration 34Q: 3 clusters Score -1005388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1005394.437500 Penalty: 2925.837891
	Iteration 35Q: 3 clusters Score -1005394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1005405.937500 Penalty: 2925.837891
	Iteration 36Q: 3 clusters Score -1005406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1005419.562500 Penalty: 2925.837891
	Iteration 37Q: 3 clusters Score -1005420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1005423.250000 Penalty: 2925.837891
	Iteration 38Q: 3 clusters Score -1005423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1005423.625000 Penalty: 2925.837891
	Iteration 39Q: 3 clusters Score -1005424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1005430.062500 Penalty: 2925.837891
	Iteration 40F: 3 clusters Score -1005430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1005433.312500 Penalty: 2925.837891
	Iteration 41Q: 3 clusters Score -1005433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1005437.187500 Penalty: 2925.837891
	Iteration 42Q: 3 clusters Score -1005437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1005439.312500 Penalty: 2925.837891
	Iteration 43Q: 3 clusters Score -1005439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1005447.125000 Penalty: 2925.837891
	Iteration 44Q: 3 clusters Score -1005447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1005448.437500 Penalty: 2925.837891
	Iteration 45Q: 3 clusters Score -1005448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1005448.250000 Penalty: 2925.837891
	Iteration 46Q: 3 clusters Score -1005448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1005447.000000 Penalty: 2925.837891
	Iteration 47Q: 3 clusters Score -1005447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1005449.000000 Penalty: 2925.837891
	Iteration 48Q: 3 clusters Score -1005449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1005449.500000 Penalty: 2925.837891
	Iteration 49Q: 3 clusters Score -1005450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1005450.250000 Penalty: 2925.837891
	Iteration 50Q: 3 clusters Score -1005450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1005451.437500 Penalty: 2925.837891
	Iteration 51Q: 3 clusters Score -1005451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1005450.937500 Penalty: 2925.837891
	Iteration 52Q: 3 clusters Score -1005451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1005454.062500 Penalty: 2925.837891
	Iteration 53Q: 3 clusters Score -1005454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1005452.187500 Penalty: 2925.837891
	Iteration 54Q: 3 clusters Score -1005452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1005455.125000 Penalty: 2925.837891
	Iteration 55Q: 3 clusters Score -1005455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1005456.375000 Penalty: 2925.837891
	Iteration 56Q: 3 clusters Score -1005456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1005457.562500 Penalty: 2925.837891
	Iteration 57Q: 3 clusters Score -1005458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1005460.187500 Penalty: 2925.837891
	Iteration 58Q: 3 clusters Score -1005460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1005462.187500 Penalty: 2925.837891
	Iteration 59Q: 3 clusters Score -1005462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1005462.187500 Penalty: 2925.837891
	Iteration 60F: 3 clusters Score -1005462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Entering Unmasked Estep 
Score: -6566369.000000 Penalty: 1766.704712
	Iteration 0F: 2 clusters Score -6566369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -6531172.000000 Penalty: 3533.409424
	Iteration 0F: 3 clusters Score -6531172 nChanged 24865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -6545202.500000 Penalty: 3533.409424
	Iteration 1F: 3 clusters Score -6545202 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -6545642.500000 Penalty: 3533.409424
	Iteration 2Q: 3 clusters Score -6545642 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -6546199.000000 Penalty: 3533.409424
	Iteration 3Q: 3 clusters Score -6546199 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -6546962.000000 Penalty: 3533.409424
	Iteration 4Q: 3 clusters Score -6546962 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -6548066.500000 Penalty: 3533.409424
	Iteration 5Q: 3 clusters Score -6548066 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -6549620.000000 Penalty: 3533.409424
	Iteration 6F: 3 clusters Score -6549620 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -6551793.500000 Penalty: 3533.409424
	Iteration 7F: 3 clusters Score -6551794 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -6554642.000000 Penalty: 3533.409424
	Iteration 8F: 3 clusters Score -6554642 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -6557229.000000 Penalty: 3533.409424
	Iteration 9F: 3 clusters Score -6557229 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -6558697.000000 Penalty: 3533.409424
	Iteration 10F: 3 clusters Score -6558697 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -6559274.000000 Penalty: 3533.409424
	Iteration 11Q: 3 clusters Score -6559274 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -6559525.000000 Penalty: 3533.409424
	Iteration 12Q: 3 clusters Score -6559525 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -6559715.000000 Penalty: 3533.409424
	Iteration 13Q: 3 clusters Score -6559715 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -6559871.000000 Penalty: 3533.409424
	Iteration 14Q: 3 clusters Score -6559871 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -6559945.500000 Penalty: 3533.409424
	Iteration 15Q: 3 clusters Score -6559946 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -6560034.000000 Penalty: 3533.409424
	Iteration 16Q: 3 clusters Score -6560034 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -6560099.500000 Penalty: 3533.409424
	Iteration 17Q: 3 clusters Score -6560100 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -6560159.500000 Penalty: 3533.409424
	Iteration 18Q: 3 clusters Score -6560160 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -6560218.000000 Penalty: 3533.409424
	Iteration 19Q: 3 clusters Score -6560218 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -6560240.000000 Penalty: 3533.409424
	Iteration 20F: 3 clusters Score -6560240 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -6560269.500000 Penalty: 3533.409424
	Iteration 21Q: 3 clusters Score -6560270 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -6560309.000000 Penalty: 3533.409424
	Iteration 22Q: 3 clusters Score -6560309 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -6560338.500000 Penalty: 3533.409424
	Iteration 23Q: 3 clusters Score -6560338 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -6560364.000000 Penalty: 3533.409424
	Iteration 24Q: 3 clusters Score -6560364 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -6560370.500000 Penalty: 3533.409424
	Iteration 25Q: 3 clusters Score -6560370 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -6560373.500000 Penalty: 3533.409424
	Iteration 26Q: 3 clusters Score -6560374 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -6560381.500000 Penalty: 3533.409424
	Iteration 27Q: 3 clusters Score -6560382 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -6560398.500000 Penalty: 3533.409424
	Iteration 28Q: 3 clusters Score -6560398 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -6560409.500000 Penalty: 3533.409424
	Iteration 29Q: 3 clusters Score -6560410 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -6560416.500000 Penalty: 3533.409424
	Iteration 30Q: 3 clusters Score -6560416 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -6560435.000000 Penalty: 3533.409424
	Iteration 31Q: 3 clusters Score -6560435 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -6560432.500000 Penalty: 3533.409424
	Iteration 32Q: 3 clusters Score -6560432 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -6560437.500000 Penalty: 3533.409424
	Iteration 33Q: 3 clusters Score -6560438 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -6560437.500000 Penalty: 3533.409424
	Iteration 34Q: 3 clusters Score -6560438 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -6560456.500000 Penalty: 3533.409424
	Iteration 35Q: 3 clusters Score -6560456 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -6560470.000000 Penalty: 3533.409424
	Iteration 36Q: 3 clusters Score -6560470 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -6560475.500000 Penalty: 3533.409424
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6560471 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6560474 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6560465 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6560480 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6560482 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6560475 nChanged 81
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Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6560477 nChanged 81
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Mstep: Class 1 contains 28722 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28801 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28890 members 
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Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6560521 nChanged 73
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Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6560528 nChanged 69
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Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6560524 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6560526 nChanged 46
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Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 23156 members 
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	Iteration 59Q: 3 clusters Score -6560526 nChanged 44
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Mstep: Class 1 contains 29568 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6560526 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 23064 members 
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	Iteration 61Q: 3 clusters Score -6560536 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29679 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6560533 nChanged 68
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Mstep: Class 1 contains 29745 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29819 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29883 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6560538 nChanged 68
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Mstep: Class 1 contains 29951 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30020 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30099 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6560546 nChanged 78
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Mstep: Class 1 contains 30175 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30241 members 
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Mstep: Class 1 contains 30313 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30380 members 
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Mstep: Class 1 contains 30522 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 21990 members 
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Mstep: Class 1 contains 30766 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6560562 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 21835 members 
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	Iteration 78Q: 3 clusters Score -6560569 nChanged 80
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Mstep: Class 1 contains 30925 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6560550 nChanged 78
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Mstep: Class 1 contains 30999 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6560556 nChanged 91
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Mstep: Class 1 contains 31090 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6560570 nChanged 109
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Mstep: Class 1 contains 31197 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31302 members 
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Mstep: Class 1 contains 31425 members 
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	Iteration 84Q: 3 clusters Score -6560580 nChanged 140
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Mstep: Class 1 contains 31565 members 
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Mstep: Class 1 contains 31722 members 
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Mstep: Class 1 contains 31880 members 
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	Iteration 87Q: 3 clusters Score -6560623 nChanged 148
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Mstep: Class 1 contains 32026 members 
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Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 20517 members 
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	Iteration 89Q: 3 clusters Score -6560635 nChanged 122
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Mstep: Class 1 contains 32285 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6560664 nChanged 111
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Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 20288 members 
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	Iteration 91Q: 3 clusters Score -6560669 nChanged 113
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Mstep: Class 1 contains 32507 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6560676 nChanged 115
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Mstep: Class 1 contains 32622 members 
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Mstep: Class 1 contains 32736 members 
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	Iteration 94Q: 3 clusters Score -6560680 nChanged 125
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Mstep: Class 1 contains 32861 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33005 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6560713 nChanged 127
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Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6560712 nChanged 122
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Mstep: Class 1 contains 33254 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6560708 nChanged 113
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Mstep: Class 1 contains 33367 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33491 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6560724 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 18913 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34056 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34218 members 
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Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6560800 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34553 members 
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Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 17658 members 
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Mstep: Class 2 contains 16548 members 
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Mstep: Class 1 contains 36610 members 
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Mstep: Class 1 contains 36886 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6561014 nChanged 290
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Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6561028 nChanged 285
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Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 15221 members 
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Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 14931 members 
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Mstep: Class 1 contains 38047 members 
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Mstep: Class 1 contains 38725 members 
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Mstep: Class 1 contains 39072 members 
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Mstep: Class 1 contains 39434 members 
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Mstep: Class 2 contains 12865 members 
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Mstep: Class 1 contains 40192 members 
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	Iteration 129Q: 3 clusters Score -6561437 nChanged 427
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	Iteration 130Q: 3 clusters Score -6561528 nChanged 437
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Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6561600 nChanged 419
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6561693 nChanged 438
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6561800 nChanged 463
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6561888 nChanged 467
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6562026 nChanged 499
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6562114 nChanged 541
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6562264 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6562426 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6562566 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6562747 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6562913 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6563071 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6563220 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6563372 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -6563518.500000 Penalty: 3533.409424
	Iteration 145Q: 3 clusters Score -6563518 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6563624 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -6563722.500000 Penalty: 3533.409424
	Iteration 147Q: 3 clusters Score -6563722 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -6563840.500000 Penalty: 3533.409424
	Iteration 148Q: 3 clusters Score -6563840 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6563948 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -6564057.500000 Penalty: 3533.409424
	Iteration 150Q: 3 clusters Score -6564058 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -6564182.500000 Penalty: 3533.409424
	Iteration 151Q: 3 clusters Score -6564182 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6564262 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6564346 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6564392 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6564454 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6564524 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6564593.500000 Penalty: 3533.409424
	Iteration 157Q: 3 clusters Score -6564594 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6564645.500000 Penalty: 3533.409424
	Iteration 158Q: 3 clusters Score -6564646 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6564714.500000 Penalty: 3533.409424
	Iteration 159Q: 3 clusters Score -6564714 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6564741.500000 Penalty: 3533.409424
	Iteration 160F: 3 clusters Score -6564742 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6564764 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6564783.000000 Penalty: 3533.409424
	Iteration 162Q: 3 clusters Score -6564783 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6564803.500000 Penalty: 3533.409424
	Iteration 163Q: 3 clusters Score -6564804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6564815.500000 Penalty: 3533.409424
	Iteration 164Q: 3 clusters Score -6564816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6564810.000000 Penalty: 3533.409424
	Iteration 165Q: 3 clusters Score -6564810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6564816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6564813.500000 Penalty: 3533.409424
	Iteration 167Q: 3 clusters Score -6564814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6564815.500000 Penalty: 3533.409424
	Iteration 168Q: 3 clusters Score -6564816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6564812.500000 Penalty: 3533.409424
	Iteration 169Q: 3 clusters Score -6564812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6564814.500000 Penalty: 3533.409424
	Iteration 170Q: 3 clusters Score -6564814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6564816.000000 Penalty: 3533.409424
	Iteration 171Q: 3 clusters Score -6564816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6564818.500000 Penalty: 3533.409424
	Iteration 172Q: 3 clusters Score -6564818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6564831.000000 Penalty: 3533.409424
	Iteration 173Q: 3 clusters Score -6564831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6564833.500000 Penalty: 3533.409424
	Iteration 174Q: 3 clusters Score -6564834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6564837.500000 Penalty: 3533.409424
	Iteration 175Q: 3 clusters Score -6564838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6564840.500000 Penalty: 3533.409424
	Iteration 176Q: 3 clusters Score -6564840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6564840.000000 Penalty: 3533.409424
	Iteration 177Q: 3 clusters Score -6564840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6564852.500000 Penalty: 3533.409424
	Iteration 178Q: 3 clusters Score -6564852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6564853.000000 Penalty: 3533.409424
	Iteration 179Q: 3 clusters Score -6564853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6564854.000000 Penalty: 3533.409424
	Iteration 180F: 3 clusters Score -6564854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6564859.000000 Penalty: 3533.409424
	Iteration 181Q: 3 clusters Score -6564859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -6564862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6564869.000000 Penalty: 3533.409424
	Iteration 183Q: 3 clusters Score -6564869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6564876.000000 Penalty: 3533.409424
	Iteration 184Q: 3 clusters Score -6564876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6564882.500000 Penalty: 3533.409424
	Iteration 185Q: 3 clusters Score -6564882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51922 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6564883.000000 Penalty: 3533.409424
	Iteration 186Q: 3 clusters Score -6564883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6564884.500000 Penalty: 3533.409424
	Iteration 187Q: 3 clusters Score -6564884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6564887.500000 Penalty: 3533.409424
	Iteration 188Q: 3 clusters Score -6564888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6564888.000000 Penalty: 3533.409424
	Iteration 189Q: 3 clusters Score -6564888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6564884.500000 Penalty: 3533.409424
	Iteration 190Q: 3 clusters Score -6564884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6564885.500000 Penalty: 3533.409424
	Iteration 191Q: 3 clusters Score -6564886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6564886.000000 Penalty: 3533.409424
	Iteration 192Q: 3 clusters Score -6564886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6564889.000000 Penalty: 3533.409424
	Iteration 193Q: 3 clusters Score -6564889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6564890.000000 Penalty: 3533.409424
	Iteration 194Q: 3 clusters Score -6564890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6564886.000000 Penalty: 3533.409424
	Iteration 195Q: 3 clusters Score -6564886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6564888.500000 Penalty: 3533.409424
	Iteration 196Q: 3 clusters Score -6564888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6564889.000000 Penalty: 3533.409424
	Iteration 197Q: 3 clusters Score -6564889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6564895.000000 Penalty: 3533.409424
	Iteration 198Q: 3 clusters Score -6564895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6564898.500000 Penalty: 3533.409424
	Iteration 199Q: 3 clusters Score -6564898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6564902.500000 Penalty: 3533.409424
	Iteration 200F: 3 clusters Score -6564902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6564901.000000 Penalty: 3533.409424
	Iteration 201Q: 3 clusters Score -6564901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6564902.500000 Penalty: 3533.409424
	Iteration 202Q: 3 clusters Score -6564902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6564906.500000 Penalty: 3533.409424
	Iteration 203Q: 3 clusters Score -6564906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6564901.500000 Penalty: 3533.409424
	Iteration 204Q: 3 clusters Score -6564902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6564900.000000 Penalty: 3533.409424
	Iteration 205Q: 3 clusters Score -6564900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -6564896 nChanged 0
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Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
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	Iteration 207F: 3 clusters Score -6564896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22362 members 
Entering Unmasked Estep 
Score: -2808381.250000 Penalty: 1627.456787
	Iteration 0F: 2 clusters Score -2808381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2793205 nChanged 10179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2798674 nChanged 961
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2798935 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2799120 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2799298.250000 Penalty: 3254.913574
	Iteration 4Q: 3 clusters Score -2799298 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2799479.500000 Penalty: 3254.913574
	Iteration 5Q: 3 clusters Score -2799480 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2799635.250000 Penalty: 3254.913574
	Iteration 6Q: 3 clusters Score -2799635 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2799815.500000 Penalty: 3254.913574
	Iteration 7Q: 3 clusters Score -2799816 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2800062.250000 Penalty: 3254.913574
	Iteration 8Q: 3 clusters Score -2800062 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2800410.250000 Penalty: 3254.913574
	Iteration 9Q: 3 clusters Score -2800410 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2800963.750000 Penalty: 3254.913574
	Iteration 10Q: 3 clusters Score -2800964 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2801774.000000 Penalty: 3254.913574
	Iteration 11F: 3 clusters Score -2801774 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2802901.500000 Penalty: 3254.913574
	Iteration 12F: 3 clusters Score -2802902 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2804178.500000 Penalty: 3254.913574
	Iteration 13F: 3 clusters Score -2804178 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2805406.250000 Penalty: 3254.913574
	Iteration 14F: 3 clusters Score -2805406 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2806255.750000 Penalty: 3254.913574
	Iteration 15Q: 3 clusters Score -2806256 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2806643.000000 Penalty: 3254.913574
	Iteration 16Q: 3 clusters Score -2806643 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2806802.500000 Penalty: 3254.913574
	Iteration 17Q: 3 clusters Score -2806802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2806866.000000 Penalty: 3254.913574
	Iteration 18Q: 3 clusters Score -2806866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2806907.500000 Penalty: 3254.913574
	Iteration 19Q: 3 clusters Score -2806908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2806929.250000 Penalty: 3254.913574
	Iteration 20F: 3 clusters Score -2806929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2806945.250000 Penalty: 3254.913574
	Iteration 21Q: 3 clusters Score -2806945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2806955.250000 Penalty: 3254.913574
	Iteration 22Q: 3 clusters Score -2806955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2806961.500000 Penalty: 3254.913574
	Iteration 23Q: 3 clusters Score -2806962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -2806965.250000 Penalty: 3254.913574
	Iteration 24Q: 3 clusters Score -2806965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2806970.750000 Penalty: 3254.913574
	Iteration 25Q: 3 clusters Score -2806971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2806974.000000 Penalty: 3254.913574
	Iteration 26Q: 3 clusters Score -2806974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2806974.000000 Penalty: 3254.913574
	Iteration 27Q: 3 clusters Score -2806974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2806978.500000 Penalty: 3254.913574
	Iteration 28Q: 3 clusters Score -2806978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2806977.250000 Penalty: 3254.913574
	Iteration 29Q: 3 clusters Score -2806977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2806977.250000 Penalty: 3254.913574
	Iteration 30F: 3 clusters Score -2806977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Entering Unmasked Estep 
Score: -5511790.500000 Penalty: 1738.680908
	Iteration 0F: 2 clusters Score -5511790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -5482209.500000 Penalty: 3477.361816
	Iteration 0F: 3 clusters Score -5482210 nChanged 20680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -5493883.500000 Penalty: 3477.361816
	Iteration 1F: 3 clusters Score -5493884 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -5494348.500000 Penalty: 3477.361816
	Iteration 2Q: 3 clusters Score -5494348 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -5494776.000000 Penalty: 3477.361816
	Iteration 3Q: 3 clusters Score -5494776 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -5495189.000000 Penalty: 3477.361816
	Iteration 4Q: 3 clusters Score -5495189 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -5495558.500000 Penalty: 3477.361816
	Iteration 5Q: 3 clusters Score -5495558 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -5495902.500000 Penalty: 3477.361816
	Iteration 6Q: 3 clusters Score -5495902 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -5496256.500000 Penalty: 3477.361816
	Iteration 7Q: 3 clusters Score -5496256 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -5496601.500000 Penalty: 3477.361816
	Iteration 8Q: 3 clusters Score -5496602 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -5497129.500000 Penalty: 3477.361816
	Iteration 9Q: 3 clusters Score -5497130 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -5497687.500000 Penalty: 3477.361816
	Iteration 10Q: 3 clusters Score -5497688 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -5498410.000000 Penalty: 3477.361816
	Iteration 11Q: 3 clusters Score -5498410 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -5499344.000000 Penalty: 3477.361816
	Iteration 12Q: 3 clusters Score -5499344 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -5500488.500000 Penalty: 3477.361816
	Iteration 13Q: 3 clusters Score -5500488 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -5501898.500000 Penalty: 3477.361816
	Iteration 14Q: 3 clusters Score -5501898 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -5502926.500000 Penalty: 3477.361816
	Iteration 15Q: 3 clusters Score -5502926 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -5503590.500000 Penalty: 3477.361816
	Iteration 16Q: 3 clusters Score -5503590 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -5503936.500000 Penalty: 3477.361816
	Iteration 17Q: 3 clusters Score -5503936 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -5504153.000000 Penalty: 3477.361816
	Iteration 18Q: 3 clusters Score -5504153 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -5504358.500000 Penalty: 3477.361816
	Iteration 19Q: 3 clusters Score -5504358 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -5504527.500000 Penalty: 3477.361816
	Iteration 20F: 3 clusters Score -5504528 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -5504730.500000 Penalty: 3477.361816
	Iteration 21Q: 3 clusters Score -5504730 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -5504937.000000 Penalty: 3477.361816
	Iteration 22Q: 3 clusters Score -5504937 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -5505082.000000 Penalty: 3477.361816
	Iteration 23Q: 3 clusters Score -5505082 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -5505202.500000 Penalty: 3477.361816
	Iteration 24Q: 3 clusters Score -5505202 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -5505364.500000 Penalty: 3477.361816
	Iteration 25Q: 3 clusters Score -5505364 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -5505444.500000 Penalty: 3477.361816
	Iteration 26Q: 3 clusters Score -5505444 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -5505544.500000 Penalty: 3477.361816
	Iteration 27Q: 3 clusters Score -5505544 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -5505658.500000 Penalty: 3477.361816
	Iteration 28Q: 3 clusters Score -5505658 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -5505761.500000 Penalty: 3477.361816
	Iteration 29Q: 3 clusters Score -5505762 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -5505847.000000 Penalty: 3477.361816
	Iteration 30Q: 3 clusters Score -5505847 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -5505969.000000 Penalty: 3477.361816
	Iteration 31Q: 3 clusters Score -5505969 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -5506048.500000 Penalty: 3477.361816
	Iteration 32Q: 3 clusters Score -5506048 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -5506128.500000 Penalty: 3477.361816
	Iteration 33Q: 3 clusters Score -5506128 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -5506222.500000 Penalty: 3477.361816
	Iteration 34Q: 3 clusters Score -5506222 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -5506333.000000 Penalty: 3477.361816
	Iteration 35Q: 3 clusters Score -5506333 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -5506431.500000 Penalty: 3477.361816
	Iteration 36Q: 3 clusters Score -5506432 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -5506557.500000 Penalty: 3477.361816
	Iteration 37Q: 3 clusters Score -5506558 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -5506681.000000 Penalty: 3477.361816
	Iteration 38Q: 3 clusters Score -5506681 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -5506785.500000 Penalty: 3477.361816
	Iteration 39Q: 3 clusters Score -5506786 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -5506896.000000 Penalty: 3477.361816
	Iteration 40F: 3 clusters Score -5506896 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -5507020.500000 Penalty: 3477.361816
	Iteration 41Q: 3 clusters Score -5507020 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -5507100.500000 Penalty: 3477.361816
	Iteration 42Q: 3 clusters Score -5507100 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -5507230.500000 Penalty: 3477.361816
	Iteration 43Q: 3 clusters Score -5507230 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -5507316.000000 Penalty: 3477.361816
	Iteration 44Q: 3 clusters Score -5507316 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -5507418.000000 Penalty: 3477.361816
	Iteration 45Q: 3 clusters Score -5507418 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -5507483.000000 Penalty: 3477.361816
	Iteration 46Q: 3 clusters Score -5507483 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -5507537.000000 Penalty: 3477.361816
	Iteration 47Q: 3 clusters Score -5507537 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -5507611.500000 Penalty: 3477.361816
	Iteration 48Q: 3 clusters Score -5507612 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -5507683.500000 Penalty: 3477.361816
	Iteration 49Q: 3 clusters Score -5507684 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -5507726.500000 Penalty: 3477.361816
	Iteration 50Q: 3 clusters Score -5507726 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -5507816.000000 Penalty: 3477.361816
	Iteration 51Q: 3 clusters Score -5507816 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -5507895.500000 Penalty: 3477.361816
	Iteration 52Q: 3 clusters Score -5507896 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -5507958.500000 Penalty: 3477.361816
	Iteration 53Q: 3 clusters Score -5507958 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -5508028.500000 Penalty: 3477.361816
	Iteration 54Q: 3 clusters Score -5508028 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -5508088.000000 Penalty: 3477.361816
	Iteration 55Q: 3 clusters Score -5508088 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -5508153.000000 Penalty: 3477.361816
	Iteration 56Q: 3 clusters Score -5508153 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -5508213.500000 Penalty: 3477.361816
	Iteration 57Q: 3 clusters Score -5508214 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -5508280.000000 Penalty: 3477.361816
	Iteration 58Q: 3 clusters Score -5508280 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -5508344.000000 Penalty: 3477.361816
	Iteration 59Q: 3 clusters Score -5508344 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -5508421.500000 Penalty: 3477.361816
	Iteration 60F: 3 clusters Score -5508422 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -5508501.000000 Penalty: 3477.361816
	Iteration 61Q: 3 clusters Score -5508501 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -5508580.000000 Penalty: 3477.361816
	Iteration 62Q: 3 clusters Score -5508580 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -5508636.500000 Penalty: 3477.361816
	Iteration 63Q: 3 clusters Score -5508636 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -5508692.000000 Penalty: 3477.361816
	Iteration 64Q: 3 clusters Score -5508692 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -5508756.000000 Penalty: 3477.361816
	Iteration 65Q: 3 clusters Score -5508756 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -5508797.000000 Penalty: 3477.361816
	Iteration 66Q: 3 clusters Score -5508797 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -5508848.500000 Penalty: 3477.361816
	Iteration 67Q: 3 clusters Score -5508848 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -5508922.000000 Penalty: 3477.361816
	Iteration 68Q: 3 clusters Score -5508922 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -5508988.500000 Penalty: 3477.361816
	Iteration 69Q: 3 clusters Score -5508988 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5509070.500000 Penalty: 3477.361816
	Iteration 70Q: 3 clusters Score -5509070 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -5509135.000000 Penalty: 3477.361816
	Iteration 71Q: 3 clusters Score -5509135 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -5509202.500000 Penalty: 3477.361816
	Iteration 72Q: 3 clusters Score -5509202 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5509255.000000 Penalty: 3477.361816
	Iteration 73Q: 3 clusters Score -5509255 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -5509332.000000 Penalty: 3477.361816
	Iteration 74Q: 3 clusters Score -5509332 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5509436.500000 Penalty: 3477.361816
	Iteration 75Q: 3 clusters Score -5509436 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5509508.500000 Penalty: 3477.361816
	Iteration 76Q: 3 clusters Score -5509508 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5509572.000000 Penalty: 3477.361816
	Iteration 77Q: 3 clusters Score -5509572 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5509624.500000 Penalty: 3477.361816
	Iteration 78Q: 3 clusters Score -5509624 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5509682.500000 Penalty: 3477.361816
	Iteration 79Q: 3 clusters Score -5509682 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5509780.000000 Penalty: 3477.361816
	Iteration 80F: 3 clusters Score -5509780 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5509862.500000 Penalty: 3477.361816
	Iteration 81Q: 3 clusters Score -5509862 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5509912.500000 Penalty: 3477.361816
	Iteration 82Q: 3 clusters Score -5509912 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5509968.500000 Penalty: 3477.361816
	Iteration 83Q: 3 clusters Score -5509968 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5510020.500000 Penalty: 3477.361816
	Iteration 84Q: 3 clusters Score -5510020 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5510062.000000 Penalty: 3477.361816
	Iteration 85Q: 3 clusters Score -5510062 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5510113.500000 Penalty: 3477.361816
	Iteration 86Q: 3 clusters Score -5510114 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5510144.000000 Penalty: 3477.361816
	Iteration 87Q: 3 clusters Score -5510144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5510164.000000 Penalty: 3477.361816
	Iteration 88Q: 3 clusters Score -5510164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5510173.500000 Penalty: 3477.361816
	Iteration 89Q: 3 clusters Score -5510174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5510195.500000 Penalty: 3477.361816
	Iteration 90Q: 3 clusters Score -5510196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5510218.500000 Penalty: 3477.361816
	Iteration 91Q: 3 clusters Score -5510218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5510229.500000 Penalty: 3477.361816
	Iteration 92Q: 3 clusters Score -5510230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5510255.500000 Penalty: 3477.361816
	Iteration 93Q: 3 clusters Score -5510256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5510262.500000 Penalty: 3477.361816
	Iteration 94Q: 3 clusters Score -5510262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5510269.500000 Penalty: 3477.361816
	Iteration 95Q: 3 clusters Score -5510270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5510279.000000 Penalty: 3477.361816
	Iteration 96Q: 3 clusters Score -5510279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5510287.000000 Penalty: 3477.361816
	Iteration 97Q: 3 clusters Score -5510287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5510297.000000 Penalty: 3477.361816
	Iteration 98Q: 3 clusters Score -5510297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5510296.500000 Penalty: 3477.361816
	Iteration 99Q: 3 clusters Score -5510296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5510302.000000 Penalty: 3477.361816
	Iteration 100F: 3 clusters Score -5510302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5510298.000000 Penalty: 3477.361816
	Iteration 101Q: 3 clusters Score -5510298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5510308.500000 Penalty: 3477.361816
	Iteration 102Q: 3 clusters Score -5510308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5510308.500000 Penalty: 3477.361816
	Iteration 103Q: 3 clusters Score -5510308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5510317.500000 Penalty: 3477.361816
	Iteration 104Q: 3 clusters Score -5510318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5510314.500000 Penalty: 3477.361816
	Iteration 105Q: 3 clusters Score -5510314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5510316.500000 Penalty: 3477.361816
	Iteration 106Q: 3 clusters Score -5510316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5510315.000000 Penalty: 3477.361816
	Iteration 107Q: 3 clusters Score -5510315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5510317.000000 Penalty: 3477.361816
	Iteration 108Q: 3 clusters Score -5510317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5510326.000000 Penalty: 3477.361816
	Iteration 109Q: 3 clusters Score -5510326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5510324.000000 Penalty: 3477.361816
	Iteration 110Q: 3 clusters Score -5510324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5510321.000000 Penalty: 3477.361816
	Iteration 111Q: 3 clusters Score -5510321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5510325.500000 Penalty: 3477.361816
	Iteration 112Q: 3 clusters Score -5510326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5510323.000000 Penalty: 3477.361816
	Iteration 113Q: 3 clusters Score -5510323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5510329.000000 Penalty: 3477.361816
	Iteration 114Q: 3 clusters Score -5510329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5510329.500000 Penalty: 3477.361816
	Iteration 115Q: 3 clusters Score -5510330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5510329.000000 Penalty: 3477.361816
	Iteration 116Q: 3 clusters Score -5510329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5510332.500000 Penalty: 3477.361816
	Iteration 117Q: 3 clusters Score -5510332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5510332.000000 Penalty: 3477.361816
	Iteration 118Q: 3 clusters Score -5510332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5510335.500000 Penalty: 3477.361816
	Iteration 119Q: 3 clusters Score -5510336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5510335.500000 Penalty: 3477.361816
	Iteration 120F: 3 clusters Score -5510336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Entering Unmasked Estep 
Score: -606374.125000 Penalty: 1388.847168
	Iteration 0F: 2 clusters Score -606374.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -602270.125000 Penalty: 2777.694336
	Iteration 0F: 3 clusters Score -602270.1 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -603335.875000 Penalty: 2777.694336
	Iteration 1F: 3 clusters Score -603335.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -603522.500000 Penalty: 2777.694336
	Iteration 2F: 3 clusters Score -603522.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -603646.187500 Penalty: 2777.694336
	Iteration 3F: 3 clusters Score -603646.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -603738.687500 Penalty: 2777.694336
	Iteration 4Q: 3 clusters Score -603738.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -603820.312500 Penalty: 2777.694336
	Iteration 5Q: 3 clusters Score -603820.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -603893.687500 Penalty: 2777.694336
	Iteration 6Q: 3 clusters Score -603893.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -603977.875000 Penalty: 2777.694336
	Iteration 7Q: 3 clusters Score -603977.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -604079.375000 Penalty: 2777.694336
	Iteration 8Q: 3 clusters Score -604079.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -604202.812500 Penalty: 2777.694336
	Iteration 9Q: 3 clusters Score -604202.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -604351.687500 Penalty: 2777.694336
	Iteration 10Q: 3 clusters Score -604351.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -604505.437500 Penalty: 2777.694336
	Iteration 11Q: 3 clusters Score -604505.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -604685.625000 Penalty: 2777.694336
	Iteration 12Q: 3 clusters Score -604685.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -604863.875000 Penalty: 2777.694336
	Iteration 13Q: 3 clusters Score -604863.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -605017.687500 Penalty: 2777.694336
	Iteration 14Q: 3 clusters Score -605017.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -605147.125000 Penalty: 2777.694336
	Iteration 15Q: 3 clusters Score -605147.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -605239.875000 Penalty: 2777.694336
	Iteration 16Q: 3 clusters Score -605239.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -605318.250000 Penalty: 2777.694336
	Iteration 17Q: 3 clusters Score -605318.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -605368.625000 Penalty: 2777.694336
	Iteration 18Q: 3 clusters Score -605368.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -605413.062500 Penalty: 2777.694336
	Iteration 19Q: 3 clusters Score -605413.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -605443.062500 Penalty: 2777.694336
	Iteration 20F: 3 clusters Score -605443.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -605464.687500 Penalty: 2777.694336
	Iteration 21Q: 3 clusters Score -605464.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -605481.312500 Penalty: 2777.694336
	Iteration 22Q: 3 clusters Score -605481.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -605490.812500 Penalty: 2777.694336
	Iteration 23Q: 3 clusters Score -605490.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -605497.875000 Penalty: 2777.694336
	Iteration 24Q: 3 clusters Score -605497.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -605506.437500 Penalty: 2777.694336
	Iteration 25Q: 3 clusters Score -605506.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -605515.062500 Penalty: 2777.694336
	Iteration 26Q: 3 clusters Score -605515.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -605523.375000 Penalty: 2777.694336
	Iteration 27Q: 3 clusters Score -605523.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -605529.250000 Penalty: 2777.694336
	Iteration 28Q: 3 clusters Score -605529.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -605529.937500 Penalty: 2777.694336
	Iteration 29Q: 3 clusters Score -605529.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -605530.937500 Penalty: 2777.694336
	Iteration 30Q: 3 clusters Score -605530.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -605532.750000 Penalty: 2777.694336
	Iteration 31Q: 3 clusters Score -605532.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -605535.687500 Penalty: 2777.694336
	Iteration 32Q: 3 clusters Score -605535.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -605539.812500 Penalty: 2777.694336
	Iteration 33Q: 3 clusters Score -605539.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -605542.750000 Penalty: 2777.694336
	Iteration 34Q: 3 clusters Score -605542.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -605546.125000 Penalty: 2777.694336
	Iteration 35Q: 3 clusters Score -605546.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -605547.375000 Penalty: 2777.694336
	Iteration 36Q: 3 clusters Score -605547.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -605548.937500 Penalty: 2777.694336
	Iteration 37Q: 3 clusters Score -605548.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -605551.750000 Penalty: 2777.694336
	Iteration 38Q: 3 clusters Score -605551.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -605551.562500 Penalty: 2777.694336
	Iteration 39Q: 3 clusters Score -605551.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -605552.562500 Penalty: 2777.694336
	Iteration 40F: 3 clusters Score -605552.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -605553.500000 Penalty: 2777.694336
	Iteration 41Q: 3 clusters Score -605553.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -605554.812500 Penalty: 2777.694336
	Iteration 42Q: 3 clusters Score -605554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -605555.000000 Penalty: 2777.694336
	Iteration 43Q: 3 clusters Score -605555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -605555.000000 Penalty: 2777.694336
	Iteration 44F: 3 clusters Score -605555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Entering Unmasked Estep 
Score: -8807346.000000 Penalty: 1814.459351
	Iteration 0F: 2 clusters Score -8807346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -8761260.000000 Penalty: 3628.918701
	Iteration 0F: 3 clusters Score -8761260 nChanged 33630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -8780647.000000 Penalty: 3628.918701
	Iteration 1F: 3 clusters Score -8780647 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -8781421.000000 Penalty: 3628.918701
	Iteration 2Q: 3 clusters Score -8781421 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -8782379.000000 Penalty: 3628.918701
	Iteration 3Q: 3 clusters Score -8782379 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -8783904.000000 Penalty: 3628.918701
	Iteration 4Q: 3 clusters Score -8783904 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -8786390.000000 Penalty: 3628.918701
	Iteration 5F: 3 clusters Score -8786390 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -8789964.000000 Penalty: 3628.918701
	Iteration 6F: 3 clusters Score -8789964 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -8794164.000000 Penalty: 3628.918701
	Iteration 7F: 3 clusters Score -8794164 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -8797553.000000 Penalty: 3628.918701
	Iteration 8F: 3 clusters Score -8797553 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -8799707.000000 Penalty: 3628.918701
	Iteration 9Q: 3 clusters Score -8799707 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -8800794.000000 Penalty: 3628.918701
	Iteration 10Q: 3 clusters Score -8800794 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -8801424.000000 Penalty: 3628.918701
	Iteration 11Q: 3 clusters Score -8801424 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
Score: -8801926.000000 Penalty: 3628.918701
	Iteration 12Q: 3 clusters Score -8801926 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -8802434.000000 Penalty: 3628.918701
	Iteration 13Q: 3 clusters Score -8802434 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 62423 members 
Entering Unmasked Estep 
Score: -8802864.000000 Penalty: 3628.918701
	Iteration 14Q: 3 clusters Score -8802864 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -8803350.000000 Penalty: 3628.918701
	Iteration 15Q: 3 clusters Score -8803350 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -8803775.000000 Penalty: 3628.918701
	Iteration 16Q: 3 clusters Score -8803775 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 65176 members 
Entering Unmasked Estep 
Score: -8804106.000000 Penalty: 3628.918701
	Iteration 17Q: 3 clusters Score -8804106 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -8804456.000000 Penalty: 3628.918701
	Iteration 18Q: 3 clusters Score -8804456 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 66577 members 
Entering Unmasked Estep 
Score: -8804753.000000 Penalty: 3628.918701
	Iteration 19Q: 3 clusters Score -8804753 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -8805066.000000 Penalty: 3628.918701
	Iteration 20F: 3 clusters Score -8805066 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 67687 members 
Entering Unmasked Estep 
Score: -8805250.000000 Penalty: 3628.918701
	Iteration 21Q: 3 clusters Score -8805250 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -8805418.000000 Penalty: 3628.918701
	Iteration 22Q: 3 clusters Score -8805418 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -8805551.000000 Penalty: 3628.918701
	Iteration 23Q: 3 clusters Score -8805551 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 68703 members 
Entering Unmasked Estep 
Score: -8805634.000000 Penalty: 3628.918701
	Iteration 24Q: 3 clusters Score -8805634 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 68911 members 
Entering Unmasked Estep 
Score: -8805702.000000 Penalty: 3628.918701
	Iteration 25Q: 3 clusters Score -8805702 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
Score: -8805760.000000 Penalty: 3628.918701
	Iteration 26Q: 3 clusters Score -8805760 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 69202 members 
Entering Unmasked Estep 
Score: -8805797.000000 Penalty: 3628.918701
	Iteration 27Q: 3 clusters Score -8805797 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -8805844.000000 Penalty: 3628.918701
	Iteration 28Q: 3 clusters Score -8805844 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -8805871.000000 Penalty: 3628.918701
	Iteration 29Q: 3 clusters Score -8805871 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 69504 members 
Entering Unmasked Estep 
Score: -8805889.000000 Penalty: 3628.918701
	Iteration 30Q: 3 clusters Score -8805889 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 69573 members 
Entering Unmasked Estep 
Score: -8805886.000000 Penalty: 3628.918701
	Iteration 31Q: 3 clusters Score -8805886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 69625 members 
Entering Unmasked Estep 
Score: -8805907.000000 Penalty: 3628.918701
	Iteration 32Q: 3 clusters Score -8805907 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -8805916.000000 Penalty: 3628.918701
	Iteration 33Q: 3 clusters Score -8805916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -8805929.000000 Penalty: 3628.918701
	Iteration 34Q: 3 clusters Score -8805929 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
Score: -8805934.000000 Penalty: 3628.918701
	Iteration 35Q: 3 clusters Score -8805934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 69780 members 
Entering Unmasked Estep 
Score: -8805943.000000 Penalty: 3628.918701
	Iteration 36Q: 3 clusters Score -8805943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -8805934.000000 Penalty: 3628.918701
	Iteration 37Q: 3 clusters Score -8805934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
Score: -8805937.000000 Penalty: 3628.918701
	Iteration 38Q: 3 clusters Score -8805937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -8805952.000000 Penalty: 3628.918701
	Iteration 39Q: 3 clusters Score -8805952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -8805963.000000 Penalty: 3628.918701
	Iteration 40F: 3 clusters Score -8805963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 69875 members 
Entering Unmasked Estep 
Score: -8805981.000000 Penalty: 3628.918701
	Iteration 41Q: 3 clusters Score -8805981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 69882 members 
Entering Unmasked Estep 
Score: -8805980.000000 Penalty: 3628.918701
	Iteration 42Q: 3 clusters Score -8805980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 69885 members 
Entering Unmasked Estep 
Score: -8805984.000000 Penalty: 3628.918701
	Iteration 43Q: 3 clusters Score -8805984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
Score: -8805987.000000 Penalty: 3628.918701
	Iteration 44Q: 3 clusters Score -8805987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 69893 members 
Entering Unmasked Estep 
Score: -8805984.000000 Penalty: 3628.918701
	Iteration 45Q: 3 clusters Score -8805984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -8805988.000000 Penalty: 3628.918701
	Iteration 46Q: 3 clusters Score -8805988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -8805988.000000 Penalty: 3628.918701
	Iteration 47F: 3 clusters Score -8805988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (82462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82462 members 
Entering Unmasked Estep 
Score: -10254056.000000 Penalty: 1839.515137
	Iteration 0F: 2 clusters Score -1.025406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -10202237.000000 Penalty: 3679.030273
	Iteration 0F: 3 clusters Score -1.020224e+07 nChanged 39057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -10224515.000000 Penalty: 3679.030273
	Iteration 1F: 3 clusters Score -1.022452e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -10225019.000000 Penalty: 3679.030273
	Iteration 2Q: 3 clusters Score -1.022502e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -10225892.000000 Penalty: 3679.030273
	Iteration 3Q: 3 clusters Score -1.022589e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -10227186.000000 Penalty: 3679.030273
	Iteration 4Q: 3 clusters Score -1.022719e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -10229603.000000 Penalty: 3679.030273
	Iteration 5F: 3 clusters Score -1.02296e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -10233300.000000 Penalty: 3679.030273
	Iteration 6F: 3 clusters Score -1.02333e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -10238181.000000 Penalty: 3679.030273
	Iteration 7F: 3 clusters Score -1.023818e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -10242954.000000 Penalty: 3679.030273
	Iteration 8F: 3 clusters Score -1.024295e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74614 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -10246499.000000 Penalty: 3679.030273
	Iteration 9F: 3 clusters Score -1.02465e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77285 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -10248572.000000 Penalty: 3679.030273
	Iteration 10Q: 3 clusters Score -1.024857e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79041 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -10249987.000000 Penalty: 3679.030273
	Iteration 11Q: 3 clusters Score -1.024999e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80211 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -10250849.000000 Penalty: 3679.030273
	Iteration 12Q: 3 clusters Score -1.025085e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80972 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -10251435.000000 Penalty: 3679.030273
	Iteration 13Q: 3 clusters Score -1.025144e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81450 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10251809.000000 Penalty: 3679.030273
	Iteration 14Q: 3 clusters Score -1.025181e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81726 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10252009.000000 Penalty: 3679.030273
	Iteration 15Q: 3 clusters Score -1.025201e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10252149.000000 Penalty: 3679.030273
	Iteration 16Q: 3 clusters Score -1.025215e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -10252238.000000 Penalty: 3679.030273
	Iteration 17Q: 3 clusters Score -1.025224e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -10252312.000000 Penalty: 3679.030273
	Iteration 18Q: 3 clusters Score -1.025231e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82109 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10252333.000000 Penalty: 3679.030273
	Iteration 19Q: 3 clusters Score -1.025233e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82131 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10252370.000000 Penalty: 3679.030273
	Iteration 20F: 3 clusters Score -1.025237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10252387.000000 Penalty: 3679.030273
	Iteration 21Q: 3 clusters Score -1.025239e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10252401.000000 Penalty: 3679.030273
	Iteration 22Q: 3 clusters Score -1.02524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10252413.000000 Penalty: 3679.030273
	Iteration 23Q: 3 clusters Score -1.025241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10252429.000000 Penalty: 3679.030273
	Iteration 24Q: 3 clusters Score -1.025243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82186 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -10252441.000000 Penalty: 3679.030273
	Iteration 25Q: 3 clusters Score -1.025244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82191 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -10252447.000000 Penalty: 3679.030273
	Iteration 26Q: 3 clusters Score -1.025245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82195 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10252451.000000 Penalty: 3679.030273
	Iteration 27Q: 3 clusters Score -1.025245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82196 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10252445.000000 Penalty: 3679.030273
	Iteration 28Q: 3 clusters Score -1.025244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82198 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10252457.000000 Penalty: 3679.030273
	Iteration 29Q: 3 clusters Score -1.025246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10252456.000000 Penalty: 3679.030273
	Iteration 30Q: 3 clusters Score -1.025246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82201 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10252450.000000 Penalty: 3679.030273
	Iteration 31Q: 3 clusters Score -1.025245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82202 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10252450.000000 Penalty: 3679.030273
	Iteration 32Q: 3 clusters Score -1.025245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10252452.000000 Penalty: 3679.030273
	Iteration 33Q: 3 clusters Score -1.025245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10252452.000000 Penalty: 3679.030273
	Iteration 34Q: 3 clusters Score -1.025245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10252452.000000 Penalty: 3679.030273
	Iteration 35F: 3 clusters Score -1.025245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 76491 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 37842 members 
Mstep: Class 5 contains 53650 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 34821 members 
Mstep: Class 9 contains 30443 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 59400 members 
Mstep: Class 12 contains 8124 members 
Mstep: Class 13 contains 52682 members 
Mstep: Class 14 contains 22362 members 
Mstep: Class 15 contains 44337 members 
Mstep: Class 18 contains 5150 members 
Mstep: Class 19 contains 70679 members 
Mstep: Class 21 contains 82462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584800.000000 Penalty: 39018.101562
Iteration 159Q: 19 clusters Score -7.55848e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 76471 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 37695 members 
Mstep: Class 5 contains 53676 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 34794 members 
Mstep: Class 9 contains 30438 members 
Mstep: Class 10 contains 2053 members 
Mstep: Class 11 contains 59442 members 
Mstep: Class 12 contains 8125 members 
Mstep: Class 13 contains 52711 members 
Mstep: Class 14 contains 22458 members 
Mstep: Class 15 contains 44321 members 
Mstep: Class 18 contains 5154 members 
Mstep: Class 19 contains 70683 members 
Mstep: Class 21 contains 82474 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 19 clusters Score -7.558473e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 76456 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 37550 members 
Mstep: Class 5 contains 53697 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 34769 members 
Mstep: Class 9 contains 30446 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 59486 members 
Mstep: Class 12 contains 8131 members 
Mstep: Class 13 contains 52733 members 
Mstep: Class 14 contains 22552 members 
Mstep: Class 15 contains 44306 members 
Mstep: Class 18 contains 5157 members 
Mstep: Class 19 contains 70686 members 
Mstep: Class 21 contains 82469 members 
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Iteration 161Q: 19 clusters Score -7.55847e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 76441 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 37403 members 
Mstep: Class 5 contains 53707 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 34737 members 
Mstep: Class 9 contains 30457 members 
Mstep: Class 10 contains 2060 members 
Mstep: Class 11 contains 59505 members 
Mstep: Class 12 contains 8132 members 
Mstep: Class 13 contains 52757 members 
Mstep: Class 14 contains 22647 members 
Mstep: Class 15 contains 44298 members 
Mstep: Class 18 contains 5158 members 
Mstep: Class 19 contains 70683 members 
Mstep: Class 21 contains 82502 members 
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Iteration 162Q: 19 clusters Score -7.558461e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 76422 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 37231 members 
Mstep: Class 5 contains 53720 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 34715 members 
Mstep: Class 9 contains 30470 members 
Mstep: Class 10 contains 2061 members 
Mstep: Class 11 contains 59526 members 
Mstep: Class 12 contains 8129 members 
Mstep: Class 13 contains 52775 members 
Mstep: Class 14 contains 22732 members 
Mstep: Class 15 contains 44290 members 
Mstep: Class 18 contains 5160 members 
Mstep: Class 19 contains 70682 members 
Mstep: Class 21 contains 82566 members 
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Iteration 163Q: 19 clusters Score -7.558456e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 76414 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 37084 members 
Mstep: Class 5 contains 53746 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 34684 members 
Mstep: Class 9 contains 30480 members 
Mstep: Class 10 contains 2061 members 
Mstep: Class 11 contains 59536 members 
Mstep: Class 12 contains 8126 members 
Mstep: Class 13 contains 52790 members 
Mstep: Class 14 contains 22799 members 
Mstep: Class 15 contains 44289 members 
Mstep: Class 18 contains 5163 members 
Mstep: Class 19 contains 70684 members 
Mstep: Class 21 contains 82611 members 
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Iteration 164Q: 19 clusters Score -7.558455e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 76408 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 36936 members 
Mstep: Class 5 contains 53764 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 34666 members 
Mstep: Class 9 contains 30472 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 59563 members 
Mstep: Class 12 contains 8127 members 
Mstep: Class 13 contains 52808 members 
Mstep: Class 14 contains 22858 members 
Mstep: Class 15 contains 44281 members 
Mstep: Class 18 contains 5171 members 
Mstep: Class 19 contains 70685 members 
Mstep: Class 21 contains 82669 members 
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Iteration 165Q: 19 clusters Score -7.558447e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 76401 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 36773 members 
Mstep: Class 5 contains 53788 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 798 members 
Mstep: Class 8 contains 34639 members 
Mstep: Class 9 contains 30474 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 59589 members 
Mstep: Class 12 contains 8123 members 
Mstep: Class 13 contains 52834 members 
Mstep: Class 14 contains 22926 members 
Mstep: Class 15 contains 44278 members 
Mstep: Class 18 contains 5174 members 
Mstep: Class 19 contains 70687 members 
Mstep: Class 21 contains 82710 members 
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Iteration 166Q: 19 clusters Score -7.558434e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 76396 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 36621 members 
Mstep: Class 5 contains 53800 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 34611 members 
Mstep: Class 9 contains 30478 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 59605 members 
Mstep: Class 12 contains 8123 members 
Mstep: Class 13 contains 52869 members 
Mstep: Class 14 contains 23009 members 
Mstep: Class 15 contains 44271 members 
Mstep: Class 18 contains 5175 members 
Mstep: Class 19 contains 70687 members 
Mstep: Class 21 contains 82745 members 
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Iteration 167Q: 19 clusters Score -7.558434e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 76384 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 36466 members 
Mstep: Class 5 contains 53824 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 34582 members 
Mstep: Class 9 contains 30474 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 59621 members 
Mstep: Class 12 contains 8129 members 
Mstep: Class 13 contains 52899 members 
Mstep: Class 14 contains 23108 members 
Mstep: Class 15 contains 44273 members 
Mstep: Class 18 contains 5176 members 
Mstep: Class 19 contains 70680 members 
Mstep: Class 21 contains 82776 members 
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Iteration 168Q: 19 clusters Score -7.558441e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 76379 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 36276 members 
Mstep: Class 5 contains 53837 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 34569 members 
Mstep: Class 9 contains 30463 members 
Mstep: Class 10 contains 2060 members 
Mstep: Class 11 contains 59641 members 
Mstep: Class 12 contains 8136 members 
Mstep: Class 13 contains 52930 members 
Mstep: Class 14 contains 23200 members 
Mstep: Class 15 contains 44269 members 
Mstep: Class 18 contains 5178 members 
Mstep: Class 19 contains 70676 members 
Mstep: Class 21 contains 82828 members 
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Iteration 169Q: 19 clusters Score -7.558427e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 76379 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 36075 members 
Mstep: Class 5 contains 53856 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 34558 members 
Mstep: Class 9 contains 30457 members 
Mstep: Class 10 contains 2060 members 
Mstep: Class 11 contains 59673 members 
Mstep: Class 12 contains 8138 members 
Mstep: Class 13 contains 52963 members 
Mstep: Class 14 contains 23289 members 
Mstep: Class 15 contains 44258 members 
Mstep: Class 18 contains 5178 members 
Mstep: Class 19 contains 70676 members 
Mstep: Class 21 contains 82876 members 
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Iteration 170Q: 19 clusters Score -7.558433e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 76377 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 35833 members 
Mstep: Class 5 contains 53881 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 34552 members 
Mstep: Class 9 contains 30466 members 
Mstep: Class 10 contains 2063 members 
Mstep: Class 11 contains 59695 members 
Mstep: Class 12 contains 8135 members 
Mstep: Class 13 contains 52992 members 
Mstep: Class 14 contains 23388 members 
Mstep: Class 15 contains 44259 members 
Mstep: Class 18 contains 5179 members 
Mstep: Class 19 contains 70674 members 
Mstep: Class 21 contains 82943 members 
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Iteration 171Q: 19 clusters Score -7.558433e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 76383 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 35593 members 
Mstep: Class 5 contains 53900 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 34549 members 
Mstep: Class 9 contains 30462 members 
Mstep: Class 10 contains 2066 members 
Mstep: Class 11 contains 59708 members 
Mstep: Class 12 contains 8130 members 
Mstep: Class 13 contains 53022 members 
Mstep: Class 14 contains 23475 members 
Mstep: Class 15 contains 44265 members 
Mstep: Class 18 contains 5180 members 
Mstep: Class 19 contains 70680 members 
Mstep: Class 21 contains 83013 members 
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Iteration 172Q: 19 clusters Score -7.558432e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 76385 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 35361 members 
Mstep: Class 5 contains 53927 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 34540 members 
Mstep: Class 9 contains 30457 members 
Mstep: Class 10 contains 2068 members 
Mstep: Class 11 contains 59731 members 
Mstep: Class 12 contains 8127 members 
Mstep: Class 13 contains 53067 members 
Mstep: Class 14 contains 23551 members 
Mstep: Class 15 contains 44279 members 
Mstep: Class 18 contains 5180 members 
Mstep: Class 19 contains 70697 members 
Mstep: Class 21 contains 83051 members 
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Iteration 173Q: 19 clusters Score -7.558414e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 76386 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 35135 members 
Mstep: Class 5 contains 53951 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 34528 members 
Mstep: Class 9 contains 30452 members 
Mstep: Class 10 contains 2070 members 
Mstep: Class 11 contains 59754 members 
Mstep: Class 12 contains 8120 members 
Mstep: Class 13 contains 53108 members 
Mstep: Class 14 contains 23639 members 
Mstep: Class 15 contains 44285 members 
Mstep: Class 18 contains 5181 members 
Mstep: Class 19 contains 70699 members 
Mstep: Class 21 contains 83110 members 
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Iteration 174Q: 19 clusters Score -7.558412e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 76391 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 34920 members 
Mstep: Class 5 contains 53975 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 34521 members 
Mstep: Class 9 contains 30444 members 
Mstep: Class 10 contains 2071 members 
Mstep: Class 11 contains 59782 members 
Mstep: Class 12 contains 8125 members 
Mstep: Class 13 contains 53162 members 
Mstep: Class 14 contains 23719 members 
Mstep: Class 15 contains 44284 members 
Mstep: Class 18 contains 5181 members 
Mstep: Class 19 contains 70695 members 
Mstep: Class 21 contains 83155 members 
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Iteration 175Q: 19 clusters Score -7.558416e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 76385 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 34701 members 
Mstep: Class 5 contains 54000 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 34513 members 
Mstep: Class 9 contains 30436 members 
Mstep: Class 10 contains 2072 members 
Mstep: Class 11 contains 59809 members 
Mstep: Class 12 contains 8120 members 
Mstep: Class 13 contains 53196 members 
Mstep: Class 14 contains 23830 members 
Mstep: Class 15 contains 44295 members 
Mstep: Class 18 contains 5181 members 
Mstep: Class 19 contains 70690 members 
Mstep: Class 21 contains 83204 members 
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Iteration 176Q: 19 clusters Score -7.55842e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 76373 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 34471 members 
Mstep: Class 5 contains 54026 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34501 members 
Mstep: Class 9 contains 30419 members 
Mstep: Class 10 contains 2072 members 
Mstep: Class 11 contains 59849 members 
Mstep: Class 12 contains 8113 members 
Mstep: Class 13 contains 53243 members 
Mstep: Class 14 contains 23918 members 
Mstep: Class 15 contains 44308 members 
Mstep: Class 18 contains 5181 members 
Mstep: Class 19 contains 70693 members 
Mstep: Class 21 contains 83270 members 
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Iteration 177Q: 19 clusters Score -7.558428e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 76380 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 34250 members 
Mstep: Class 5 contains 54047 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34501 members 
Mstep: Class 9 contains 30416 members 
Mstep: Class 10 contains 2071 members 
Mstep: Class 11 contains 59870 members 
Mstep: Class 12 contains 8114 members 
Mstep: Class 13 contains 53281 members 
Mstep: Class 14 contains 24010 members 
Mstep: Class 15 contains 44318 members 
Mstep: Class 18 contains 5181 members 
Mstep: Class 19 contains 70703 members 
Mstep: Class 21 contains 83305 members 
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Iteration 178Q: 19 clusters Score -7.558422e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 76386 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 34027 members 
Mstep: Class 5 contains 54061 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34498 members 
Mstep: Class 9 contains 30406 members 
Mstep: Class 10 contains 2071 members 
Mstep: Class 11 contains 59887 members 
Mstep: Class 12 contains 8117 members 
Mstep: Class 13 contains 53327 members 
Mstep: Class 14 contains 24100 members 
Mstep: Class 15 contains 44321 members 
Mstep: Class 18 contains 5181 members 
Mstep: Class 19 contains 70703 members 
Mstep: Class 21 contains 83366 members 
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Iteration 179Q: 19 clusters Score -7.558427e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 76394 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 33770 members 
Mstep: Class 5 contains 54081 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34501 members 
Mstep: Class 9 contains 30397 members 
Mstep: Class 10 contains 2071 members 
Mstep: Class 11 contains 59908 members 
Mstep: Class 12 contains 8117 members 
Mstep: Class 13 contains 53364 members 
Mstep: Class 14 contains 24179 members 
Mstep: Class 15 contains 44327 members 
Mstep: Class 18 contains 5182 members 
Mstep: Class 19 contains 70713 members 
Mstep: Class 21 contains 83451 members 
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Iteration 180F: 19 clusters Score -7.558418e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 76406 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 33492 members 
Mstep: Class 5 contains 54100 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34499 members 
Mstep: Class 9 contains 30391 members 
Mstep: Class 10 contains 2070 members 
Mstep: Class 11 contains 59933 members 
Mstep: Class 12 contains 8118 members 
Mstep: Class 13 contains 53385 members 
Mstep: Class 14 contains 24252 members 
Mstep: Class 15 contains 44341 members 
Mstep: Class 18 contains 5183 members 
Mstep: Class 19 contains 70734 members 
Mstep: Class 21 contains 83557 members 
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Iteration 181Q: 19 clusters Score -7.558416e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 76422 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 33218 members 
Mstep: Class 5 contains 54110 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34503 members 
Mstep: Class 9 contains 30373 members 
Mstep: Class 10 contains 2068 members 
Mstep: Class 11 contains 59966 members 
Mstep: Class 12 contains 8116 members 
Mstep: Class 13 contains 53424 members 
Mstep: Class 14 contains 24349 members 
Mstep: Class 15 contains 44347 members 
Mstep: Class 18 contains 5184 members 
Mstep: Class 19 contains 70750 members 
Mstep: Class 21 contains 83631 members 
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Iteration 182Q: 19 clusters Score -7.558436e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 76435 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 32969 members 
Mstep: Class 5 contains 54121 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34506 members 
Mstep: Class 9 contains 30365 members 
Mstep: Class 10 contains 2066 members 
Mstep: Class 11 contains 59991 members 
Mstep: Class 12 contains 8108 members 
Mstep: Class 13 contains 53456 members 
Mstep: Class 14 contains 24456 members 
Mstep: Class 15 contains 44359 members 
Mstep: Class 18 contains 5184 members 
Mstep: Class 19 contains 70747 members 
Mstep: Class 21 contains 83712 members 
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Iteration 183Q: 19 clusters Score -7.558446e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 76445 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 32705 members 
Mstep: Class 5 contains 54152 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34512 members 
Mstep: Class 9 contains 30354 members 
Mstep: Class 10 contains 2065 members 
Mstep: Class 11 contains 60032 members 
Mstep: Class 12 contains 8102 members 
Mstep: Class 13 contains 53480 members 
Mstep: Class 14 contains 24545 members 
Mstep: Class 15 contains 44371 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 70757 members 
Mstep: Class 21 contains 83777 members 
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Iteration 184Q: 19 clusters Score -7.558446e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 76468 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 32438 members 
Mstep: Class 5 contains 54167 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34514 members 
Mstep: Class 9 contains 30348 members 
Mstep: Class 10 contains 2064 members 
Mstep: Class 11 contains 60073 members 
Mstep: Class 12 contains 8100 members 
Mstep: Class 13 contains 53500 members 
Mstep: Class 14 contains 24631 members 
Mstep: Class 15 contains 44386 members 
Mstep: Class 18 contains 5186 members 
Mstep: Class 19 contains 70771 members 
Mstep: Class 21 contains 83840 members 
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Iteration 185Q: 19 clusters Score -7.558452e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 76484 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 32168 members 
Mstep: Class 5 contains 54197 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34517 members 
Mstep: Class 9 contains 30338 members 
Mstep: Class 10 contains 2064 members 
Mstep: Class 11 contains 60117 members 
Mstep: Class 12 contains 8100 members 
Mstep: Class 13 contains 53516 members 
Mstep: Class 14 contains 24718 members 
Mstep: Class 15 contains 44403 members 
Mstep: Class 18 contains 5187 members 
Mstep: Class 19 contains 70791 members 
Mstep: Class 21 contains 83890 members 
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Iteration 186Q: 19 clusters Score -7.558468e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 76499 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 31873 members 
Mstep: Class 5 contains 54225 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34515 members 
Mstep: Class 9 contains 30325 members 
Mstep: Class 10 contains 2065 members 
Mstep: Class 11 contains 60157 members 
Mstep: Class 12 contains 8108 members 
Mstep: Class 13 contains 53532 members 
Mstep: Class 14 contains 24816 members 
Mstep: Class 15 contains 44420 members 
Mstep: Class 18 contains 5188 members 
Mstep: Class 19 contains 70807 members 
Mstep: Class 21 contains 83960 members 
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Iteration 187Q: 19 clusters Score -7.55847e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 76519 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 31582 members 
Mstep: Class 5 contains 54265 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34516 members 
Mstep: Class 9 contains 30311 members 
Mstep: Class 10 contains 2066 members 
Mstep: Class 11 contains 60191 members 
Mstep: Class 12 contains 8105 members 
Mstep: Class 13 contains 53556 members 
Mstep: Class 14 contains 24897 members 
Mstep: Class 15 contains 44428 members 
Mstep: Class 18 contains 5187 members 
Mstep: Class 19 contains 70823 members 
Mstep: Class 21 contains 84051 members 
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Iteration 188Q: 19 clusters Score -7.558474e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 76530 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 31285 members 
Mstep: Class 5 contains 54301 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34515 members 
Mstep: Class 9 contains 30281 members 
Mstep: Class 10 contains 2066 members 
Mstep: Class 11 contains 60238 members 
Mstep: Class 12 contains 8107 members 
Mstep: Class 13 contains 53567 members 
Mstep: Class 14 contains 24974 members 
Mstep: Class 15 contains 44438 members 
Mstep: Class 18 contains 5189 members 
Mstep: Class 19 contains 70835 members 
Mstep: Class 21 contains 84175 members 
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Iteration 189Q: 19 clusters Score -7.558474e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 76540 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 30992 members 
Mstep: Class 5 contains 54338 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34515 members 
Mstep: Class 9 contains 30263 members 
Mstep: Class 10 contains 2063 members 
Mstep: Class 11 contains 60276 members 
Mstep: Class 12 contains 8105 members 
Mstep: Class 13 contains 53579 members 
Mstep: Class 14 contains 25054 members 
Mstep: Class 15 contains 44459 members 
Mstep: Class 18 contains 5189 members 
Mstep: Class 19 contains 70853 members 
Mstep: Class 21 contains 84284 members 
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Iteration 190Q: 19 clusters Score -7.558481e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 76549 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 30665 members 
Mstep: Class 5 contains 54389 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34505 members 
Mstep: Class 9 contains 30245 members 
Mstep: Class 10 contains 2062 members 
Mstep: Class 11 contains 60318 members 
Mstep: Class 12 contains 8105 members 
Mstep: Class 13 contains 53587 members 
Mstep: Class 14 contains 25134 members 
Mstep: Class 15 contains 44480 members 
Mstep: Class 18 contains 5189 members 
Mstep: Class 19 contains 70870 members 
Mstep: Class 21 contains 84421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584936.000000 Penalty: 39018.101562
Iteration 191Q: 19 clusters Score -7.558494e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 76565 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 30307 members 
Mstep: Class 5 contains 54447 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34505 members 
Mstep: Class 9 contains 30236 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 60359 members 
Mstep: Class 12 contains 8112 members 
Mstep: Class 13 contains 53596 members 
Mstep: Class 14 contains 25210 members 
Mstep: Class 15 contains 44491 members 
Mstep: Class 18 contains 5187 members 
Mstep: Class 19 contains 70890 members 
Mstep: Class 21 contains 84569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584984.000000 Penalty: 39018.101562
Iteration 192Q: 19 clusters Score -7.558498e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 76581 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 29980 members 
Mstep: Class 5 contains 54510 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34499 members 
Mstep: Class 9 contains 30220 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 60381 members 
Mstep: Class 12 contains 8112 members 
Mstep: Class 13 contains 53603 members 
Mstep: Class 14 contains 25302 members 
Mstep: Class 15 contains 44507 members 
Mstep: Class 18 contains 5187 members 
Mstep: Class 19 contains 70908 members 
Mstep: Class 21 contains 84689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584904.000000 Penalty: 39018.101562
Iteration 193Q: 19 clusters Score -7.55849e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 76597 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 29637 members 
Mstep: Class 5 contains 54565 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34507 members 
Mstep: Class 9 contains 30202 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 60403 members 
Mstep: Class 12 contains 8106 members 
Mstep: Class 13 contains 53631 members 
Mstep: Class 14 contains 25422 members 
Mstep: Class 15 contains 44527 members 
Mstep: Class 18 contains 5187 members 
Mstep: Class 19 contains 70925 members 
Mstep: Class 21 contains 84773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584872.000000 Penalty: 39018.101562
Iteration 194Q: 19 clusters Score -7.558487e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 76618 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 29294 members 
Mstep: Class 5 contains 54614 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34519 members 
Mstep: Class 9 contains 30180 members 
Mstep: Class 10 contains 2055 members 
Mstep: Class 11 contains 60441 members 
Mstep: Class 12 contains 8096 members 
Mstep: Class 13 contains 53659 members 
Mstep: Class 14 contains 25537 members 
Mstep: Class 15 contains 44550 members 
Mstep: Class 18 contains 5187 members 
Mstep: Class 19 contains 70938 members 
Mstep: Class 21 contains 84852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584888.000000 Penalty: 39018.101562
Iteration 195Q: 19 clusters Score -7.558489e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 76648 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 28965 members 
Mstep: Class 5 contains 54677 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34526 members 
Mstep: Class 9 contains 30156 members 
Mstep: Class 10 contains 2053 members 
Mstep: Class 11 contains 60462 members 
Mstep: Class 12 contains 8092 members 
Mstep: Class 13 contains 53685 members 
Mstep: Class 14 contains 25660 members 
Mstep: Class 15 contains 44574 members 
Mstep: Class 18 contains 5186 members 
Mstep: Class 19 contains 70946 members 
Mstep: Class 21 contains 84907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584992.000000 Penalty: 39018.101562
Iteration 196Q: 19 clusters Score -7.558499e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 76672 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 28623 members 
Mstep: Class 5 contains 54743 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34544 members 
Mstep: Class 9 contains 30138 members 
Mstep: Class 10 contains 2052 members 
Mstep: Class 11 contains 60468 members 
Mstep: Class 12 contains 8083 members 
Mstep: Class 13 contains 53714 members 
Mstep: Class 14 contains 25792 members 
Mstep: Class 15 contains 44582 members 
Mstep: Class 18 contains 5184 members 
Mstep: Class 19 contains 70943 members 
Mstep: Class 21 contains 85001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584832.000000 Penalty: 39018.101562
Iteration 197Q: 19 clusters Score -7.558483e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 76695 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 28270 members 
Mstep: Class 5 contains 54810 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34551 members 
Mstep: Class 9 contains 30118 members 
Mstep: Class 10 contains 2055 members 
Mstep: Class 11 contains 60485 members 
Mstep: Class 12 contains 8076 members 
Mstep: Class 13 contains 53738 members 
Mstep: Class 14 contains 25904 members 
Mstep: Class 15 contains 44587 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 70966 members 
Mstep: Class 21 contains 85107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584864.000000 Penalty: 39018.101562
Iteration 198Q: 19 clusters Score -7.558486e+07 nChanged 892
Entering ConstructFrom: 
Score: -75584864.000000 Penalty: 39018.101562
Entering ConstructFrom: 
Trying to split cluster 1 (39143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Entering Unmasked Estep 
Score: -4871020.000000 Penalty: 1718.433716
	Iteration 0F: 2 clusters Score -4871020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -4844711.000000 Penalty: 3436.867432
	Iteration 0F: 3 clusters Score -4844711 nChanged 18190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -4855020.500000 Penalty: 3436.867432
	Iteration 1F: 3 clusters Score -4855020 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -4855660.000000 Penalty: 3436.867432
	Iteration 2Q: 3 clusters Score -4855660 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -4856421.000000 Penalty: 3436.867432
	Iteration 3Q: 3 clusters Score -4856421 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -4857666.500000 Penalty: 3436.867432
	Iteration 4F: 3 clusters Score -4857666 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -4859569.500000 Penalty: 3436.867432
	Iteration 5F: 3 clusters Score -4859570 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -4862382.000000 Penalty: 3436.867432
	Iteration 6F: 3 clusters Score -4862382 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -4865451.500000 Penalty: 3436.867432
	Iteration 7F: 3 clusters Score -4865452 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -4867670.000000 Penalty: 3436.867432
	Iteration 8F: 3 clusters Score -4867670 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -4868820.000000 Penalty: 3436.867432
	Iteration 9Q: 3 clusters Score -4868820 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -4869325.500000 Penalty: 3436.867432
	Iteration 10Q: 3 clusters Score -4869326 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -4869557.000000 Penalty: 3436.867432
	Iteration 11Q: 3 clusters Score -4869557 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -4869664.500000 Penalty: 3436.867432
	Iteration 12Q: 3 clusters Score -4869664 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -4869717.000000 Penalty: 3436.867432
	Iteration 13Q: 3 clusters Score -4869717 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -4869737.000000 Penalty: 3436.867432
	Iteration 14Q: 3 clusters Score -4869737 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -4869750.000000 Penalty: 3436.867432
	Iteration 15Q: 3 clusters Score -4869750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -4869750.500000 Penalty: 3436.867432
	Iteration 16Q: 3 clusters Score -4869750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -4869748.500000 Penalty: 3436.867432
	Iteration 17Q: 3 clusters Score -4869748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -4869765.000000 Penalty: 3436.867432
	Iteration 18Q: 3 clusters Score -4869765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -4869770.500000 Penalty: 3436.867432
	Iteration 19Q: 3 clusters Score -4869770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -4869783.000000 Penalty: 3436.867432
	Iteration 20F: 3 clusters Score -4869783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -4869778.000000 Penalty: 3436.867432
	Iteration 21Q: 3 clusters Score -4869778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -4869781.000000 Penalty: 3436.867432
	Iteration 22Q: 3 clusters Score -4869781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -4869773.500000 Penalty: 3436.867432
	Iteration 23Q: 3 clusters Score -4869774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -4869773.000000 Penalty: 3436.867432
	Iteration 24Q: 3 clusters Score -4869773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -4869775.000000 Penalty: 3436.867432
	Iteration 25Q: 3 clusters Score -4869775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -4869776.000000 Penalty: 3436.867432
	Iteration 26Q: 3 clusters Score -4869776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -4869780.500000 Penalty: 3436.867432
	Iteration 27Q: 3 clusters Score -4869780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -4869780.500000 Penalty: 3436.867432
	Iteration 28F: 3 clusters Score -4869780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (76716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Entering Unmasked Estep 
Score: -9538270.000000 Penalty: 1827.778198
	Iteration 0F: 2 clusters Score -9538270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -9488806.000000 Penalty: 3655.556396
	Iteration 0F: 3 clusters Score -9488806 nChanged 36304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -9509546.000000 Penalty: 3655.556396
	Iteration 1F: 3 clusters Score -9509546 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -9510287.000000 Penalty: 3655.556396
	Iteration 2Q: 3 clusters Score -9510287 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -9511237.000000 Penalty: 3655.556396
	Iteration 3Q: 3 clusters Score -9511237 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -9512436.000000 Penalty: 3655.556396
	Iteration 4Q: 3 clusters Score -9512436 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -9513940.000000 Penalty: 3655.556396
	Iteration 5Q: 3 clusters Score -9513940 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -9515762.000000 Penalty: 3655.556396
	Iteration 6F: 3 clusters Score -9515762 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -9518250.000000 Penalty: 3655.556396
	Iteration 7F: 3 clusters Score -9518250 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -9521172.000000 Penalty: 3655.556396
	Iteration 8F: 3 clusters Score -9521172 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 62027 members 
Entering Unmasked Estep 
Score: -9524745.000000 Penalty: 3655.556396
	Iteration 9F: 3 clusters Score -9524745 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 66678 members 
Entering Unmasked Estep 
Score: -9528707.000000 Penalty: 3655.556396
	Iteration 10F: 3 clusters Score -9528707 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 70317 members 
Entering Unmasked Estep 
Score: -9531973.000000 Penalty: 3655.556396
	Iteration 11Q: 3 clusters Score -9531973 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 72656 members 
Entering Unmasked Estep 
Score: -9534056.000000 Penalty: 3655.556396
	Iteration 12Q: 3 clusters Score -9534056 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 73941 members 
Entering Unmasked Estep 
Score: -9535131.000000 Penalty: 3655.556396
	Iteration 13Q: 3 clusters Score -9535131 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 74627 members 
Entering Unmasked Estep 
Score: -9535701.000000 Penalty: 3655.556396
	Iteration 14Q: 3 clusters Score -9535701 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 75053 members 
Entering Unmasked Estep 
Score: -9535969.000000 Penalty: 3655.556396
	Iteration 15Q: 3 clusters Score -9535969 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 75343 members 
Entering Unmasked Estep 
Score: -9536157.000000 Penalty: 3655.556396
	Iteration 16Q: 3 clusters Score -9536157 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 75568 members 
Entering Unmasked Estep 
Score: -9536316.000000 Penalty: 3655.556396
	Iteration 17Q: 3 clusters Score -9536316 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -9536416.000000 Penalty: 3655.556396
	Iteration 18Q: 3 clusters Score -9536416 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -9536520.000000 Penalty: 3655.556396
	Iteration 19Q: 3 clusters Score -9536520 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 75917 members 
Entering Unmasked Estep 
Score: -9536564.000000 Penalty: 3655.556396
	Iteration 20F: 3 clusters Score -9536564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 75979 members 
Entering Unmasked Estep 
Score: -9536606.000000 Penalty: 3655.556396
	Iteration 21Q: 3 clusters Score -9536606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -9536633.000000 Penalty: 3655.556396
	Iteration 22Q: 3 clusters Score -9536633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -9536657.000000 Penalty: 3655.556396
	Iteration 23Q: 3 clusters Score -9536657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 76077 members 
Entering Unmasked Estep 
Score: -9536649.000000 Penalty: 3655.556396
	Iteration 24Q: 3 clusters Score -9536649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 76092 members 
Entering Unmasked Estep 
Score: -9536655.000000 Penalty: 3655.556396
	Iteration 25Q: 3 clusters Score -9536655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
Score: -9536659.000000 Penalty: 3655.556396
	Iteration 26Q: 3 clusters Score -9536659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -9536673.000000 Penalty: 3655.556396
	Iteration 27Q: 3 clusters Score -9536673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 76117 members 
Entering Unmasked Estep 
Score: -9536667.000000 Penalty: 3655.556396
	Iteration 28Q: 3 clusters Score -9536667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -9536674.000000 Penalty: 3655.556396
	Iteration 29Q: 3 clusters Score -9536674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 76128 members 
Entering Unmasked Estep 
Score: -9536679.000000 Penalty: 3655.556396
	Iteration 30Q: 3 clusters Score -9536679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -9536690.000000 Penalty: 3655.556396
	Iteration 31Q: 3 clusters Score -9536690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 76132 members 
Entering Unmasked Estep 
Score: -9536688.000000 Penalty: 3655.556396
	Iteration 32Q: 3 clusters Score -9536688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 76134 members 
Entering Unmasked Estep 
Score: -9536684.000000 Penalty: 3655.556396
	Iteration 33Q: 3 clusters Score -9536684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 76135 members 
Entering Unmasked Estep 
Score: -9536680.000000 Penalty: 3655.556396
	Iteration 34Q: 3 clusters Score -9536680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 76136 members 
Entering Unmasked Estep 
Score: -9536682.000000 Penalty: 3655.556396
	Iteration 35Q: 3 clusters Score -9536682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 76136 members 
Entering Unmasked Estep 
Score: -9536682.000000 Penalty: 3655.556396
	Iteration 36F: 3 clusters Score -9536682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -45765.781250 Penalty: 984.986694
	Iteration 0F: 2 clusters Score -45765.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44854.175781 Penalty: 1969.973389
	Iteration 0F: 3 clusters Score -44854.18 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45100.480469 Penalty: 1969.973389
	Iteration 1F: 3 clusters Score -45100.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45189.214844 Penalty: 1969.973389
	Iteration 2F: 3 clusters Score -45189.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45254.339844 Penalty: 1969.973389
	Iteration 3F: 3 clusters Score -45254.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45297.203125 Penalty: 1969.973389
	Iteration 4Q: 3 clusters Score -45297.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45315.492188 Penalty: 1969.973389
	Iteration 5Q: 3 clusters Score -45315.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45326.765625 Penalty: 1969.973389
	Iteration 6Q: 3 clusters Score -45326.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45329.597656 Penalty: 1969.973389
	Iteration 7Q: 3 clusters Score -45329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45334.148438 Penalty: 1969.973389
	Iteration 8Q: 3 clusters Score -45334.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45334.148438 Penalty: 1969.973389
	Iteration 9F: 3 clusters Score -45334.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Entering Unmasked Estep 
Score: -3456440.000000 Penalty: 1663.452881
	Iteration 0F: 2 clusters Score -3456440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3437669.250000 Penalty: 3326.905762
	Iteration 0F: 3 clusters Score -3437669 nChanged 12780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3444462.000000 Penalty: 3326.905762
	Iteration 1F: 3 clusters Score -3444462 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3444717.500000 Penalty: 3326.905762
	Iteration 2Q: 3 clusters Score -3444718 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3444944.250000 Penalty: 3326.905762
	Iteration 3Q: 3 clusters Score -3444944 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3445178.750000 Penalty: 3326.905762
	Iteration 4Q: 3 clusters Score -3445179 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3445400.500000 Penalty: 3326.905762
	Iteration 5Q: 3 clusters Score -3445400 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3445715.000000 Penalty: 3326.905762
	Iteration 6Q: 3 clusters Score -3445715 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3446107.500000 Penalty: 3326.905762
	Iteration 7Q: 3 clusters Score -3446108 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -3446678.500000 Penalty: 3326.905762
	Iteration 8Q: 3 clusters Score -3446678 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -3447635.250000 Penalty: 3326.905762
	Iteration 9Q: 3 clusters Score -3447635 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3449021.250000 Penalty: 3326.905762
	Iteration 10F: 3 clusters Score -3449021 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -3450645.250000 Penalty: 3326.905762
	Iteration 11F: 3 clusters Score -3450645 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -3452039.250000 Penalty: 3326.905762
	Iteration 12F: 3 clusters Score -3452039 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3452754.250000 Penalty: 3326.905762
	Iteration 13Q: 3 clusters Score -3452754 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -3453197.000000 Penalty: 3326.905762
	Iteration 14Q: 3 clusters Score -3453197 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -3453637.500000 Penalty: 3326.905762
	Iteration 15Q: 3 clusters Score -3453638 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -3454033.500000 Penalty: 3326.905762
	Iteration 16Q: 3 clusters Score -3454034 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -3454346.500000 Penalty: 3326.905762
	Iteration 17Q: 3 clusters Score -3454346 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -3454592.000000 Penalty: 3326.905762
	Iteration 18Q: 3 clusters Score -3454592 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3454766.250000 Penalty: 3326.905762
	Iteration 19Q: 3 clusters Score -3454766 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -3454872.250000 Penalty: 3326.905762
	Iteration 20F: 3 clusters Score -3454872 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -3454932.000000 Penalty: 3326.905762
	Iteration 21Q: 3 clusters Score -3454932 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3454972.750000 Penalty: 3326.905762
	Iteration 22Q: 3 clusters Score -3454973 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3455018.500000 Penalty: 3326.905762
	Iteration 23Q: 3 clusters Score -3455018 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -3455048.250000 Penalty: 3326.905762
	Iteration 24Q: 3 clusters Score -3455048 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3455053.000000 Penalty: 3326.905762
	Iteration 25Q: 3 clusters Score -3455053 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3455067.500000 Penalty: 3326.905762
	Iteration 26Q: 3 clusters Score -3455068 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3455106.250000 Penalty: 3326.905762
	Iteration 27Q: 3 clusters Score -3455106 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -3455106.250000 Penalty: 3326.905762
	Iteration 28Q: 3 clusters Score -3455106 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3455124.750000 Penalty: 3326.905762
	Iteration 29Q: 3 clusters Score -3455125 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -3455124.500000 Penalty: 3326.905762
	Iteration 30Q: 3 clusters Score -3455124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -3455128.000000 Penalty: 3326.905762
	Iteration 31Q: 3 clusters Score -3455128 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -3455148.750000 Penalty: 3326.905762
	Iteration 32Q: 3 clusters Score -3455149 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3455152.500000 Penalty: 3326.905762
	Iteration 33Q: 3 clusters Score -3455152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -3455162.250000 Penalty: 3326.905762
	Iteration 34Q: 3 clusters Score -3455162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3455157.500000 Penalty: 3326.905762
	Iteration 35Q: 3 clusters Score -3455158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3455169.750000 Penalty: 3326.905762
	Iteration 36Q: 3 clusters Score -3455170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -3455173.750000 Penalty: 3326.905762
	Iteration 37Q: 3 clusters Score -3455174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -3455177.250000 Penalty: 3326.905762
	Iteration 38Q: 3 clusters Score -3455177 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3455176.750000 Penalty: 3326.905762
	Iteration 39Q: 3 clusters Score -3455177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -3455182.500000 Penalty: 3326.905762
	Iteration 40F: 3 clusters Score -3455182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3455187.000000 Penalty: 3326.905762
	Iteration 41Q: 3 clusters Score -3455187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -3455186.500000 Penalty: 3326.905762
	Iteration 42Q: 3 clusters Score -3455186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -3455195.000000 Penalty: 3326.905762
	Iteration 43Q: 3 clusters Score -3455195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3455190.500000 Penalty: 3326.905762
	Iteration 44Q: 3 clusters Score -3455190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -3455193.500000 Penalty: 3326.905762
	Iteration 45Q: 3 clusters Score -3455194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3455193.500000 Penalty: 3326.905762
	Iteration 46Q: 3 clusters Score -3455194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3455195.500000 Penalty: 3326.905762
	Iteration 47Q: 3 clusters Score -3455196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3455199.250000 Penalty: 3326.905762
	Iteration 48Q: 3 clusters Score -3455199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -3455197.250000 Penalty: 3326.905762
	Iteration 49Q: 3 clusters Score -3455197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3455201.750000 Penalty: 3326.905762
	Iteration 50Q: 3 clusters Score -3455202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3455201.000000 Penalty: 3326.905762
	Iteration 51Q: 3 clusters Score -3455201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -3455200.000000 Penalty: 3326.905762
	Iteration 52Q: 3 clusters Score -3455200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3455198.250000 Penalty: 3326.905762
	Iteration 53Q: 3 clusters Score -3455198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3455198.500000 Penalty: 3326.905762
	Iteration 54Q: 3 clusters Score -3455198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3455198.000000 Penalty: 3326.905762
	Iteration 55Q: 3 clusters Score -3455198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -3455198.000000 Penalty: 3326.905762
	Iteration 56Q: 3 clusters Score -3455198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -3455199.250000 Penalty: 3326.905762
	Iteration 57Q: 3 clusters Score -3455199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -3455200.000000 Penalty: 3326.905762
	Iteration 58Q: 3 clusters Score -3455200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3455196.000000 Penalty: 3326.905762
	Iteration 59Q: 3 clusters Score -3455196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -3455199.750000 Penalty: 3326.905762
	Iteration 60F: 3 clusters Score -3455200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3455198.750000 Penalty: 3326.905762
	Iteration 61Q: 3 clusters Score -3455199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3455198.750000 Penalty: 3326.905762
	Iteration 62F: 3 clusters Score -3455199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (54856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Entering Unmasked Estep 
Score: -6835871.500000 Penalty: 1773.275879
	Iteration 0F: 2 clusters Score -6835872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -6799510.500000 Penalty: 3546.551758
	Iteration 0F: 3 clusters Score -6799510 nChanged 25884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -6813762.500000 Penalty: 3546.551758
	Iteration 1F: 3 clusters Score -6813762 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -6814181.000000 Penalty: 3546.551758
	Iteration 2Q: 3 clusters Score -6814181 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -6814673.500000 Penalty: 3546.551758
	Iteration 3Q: 3 clusters Score -6814674 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -6815163.000000 Penalty: 3546.551758
	Iteration 4Q: 3 clusters Score -6815163 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -6815871.500000 Penalty: 3546.551758
	Iteration 5Q: 3 clusters Score -6815872 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -6816838.500000 Penalty: 3546.551758
	Iteration 6Q: 3 clusters Score -6816838 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -6818302.000000 Penalty: 3546.551758
	Iteration 7F: 3 clusters Score -6818302 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -6820469.000000 Penalty: 3546.551758
	Iteration 8F: 3 clusters Score -6820469 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -6823147.000000 Penalty: 3546.551758
	Iteration 9F: 3 clusters Score -6823147 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -6826094.500000 Penalty: 3546.551758
	Iteration 10F: 3 clusters Score -6826094 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -6828148.000000 Penalty: 3546.551758
	Iteration 11F: 3 clusters Score -6828148 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -6829176.500000 Penalty: 3546.551758
	Iteration 12Q: 3 clusters Score -6829176 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -6829602.000000 Penalty: 3546.551758
	Iteration 13Q: 3 clusters Score -6829602 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -6829842.000000 Penalty: 3546.551758
	Iteration 14Q: 3 clusters Score -6829842 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -6830046.000000 Penalty: 3546.551758
	Iteration 15Q: 3 clusters Score -6830046 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -6830204.500000 Penalty: 3546.551758
	Iteration 16Q: 3 clusters Score -6830204 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -6830410.000000 Penalty: 3546.551758
	Iteration 17Q: 3 clusters Score -6830410 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -6830599.000000 Penalty: 3546.551758
	Iteration 18Q: 3 clusters Score -6830599 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -6830760.500000 Penalty: 3546.551758
	Iteration 19Q: 3 clusters Score -6830760 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -6830923.500000 Penalty: 3546.551758
	Iteration 20F: 3 clusters Score -6830924 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -6831124.500000 Penalty: 3546.551758
	Iteration 21Q: 3 clusters Score -6831124 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -6831317.000000 Penalty: 3546.551758
	Iteration 22Q: 3 clusters Score -6831317 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -6831519.000000 Penalty: 3546.551758
	Iteration 23Q: 3 clusters Score -6831519 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -6831703.000000 Penalty: 3546.551758
	Iteration 24Q: 3 clusters Score -6831703 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -6831852.500000 Penalty: 3546.551758
	Iteration 25Q: 3 clusters Score -6831852 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -6832032.000000 Penalty: 3546.551758
	Iteration 26Q: 3 clusters Score -6832032 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -6832235.000000 Penalty: 3546.551758
	Iteration 27Q: 3 clusters Score -6832235 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -6832459.500000 Penalty: 3546.551758
	Iteration 28Q: 3 clusters Score -6832460 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -6832623.000000 Penalty: 3546.551758
	Iteration 29Q: 3 clusters Score -6832623 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -6832809.500000 Penalty: 3546.551758
	Iteration 30Q: 3 clusters Score -6832810 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -6832998.500000 Penalty: 3546.551758
	Iteration 31Q: 3 clusters Score -6832998 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -6833157.000000 Penalty: 3546.551758
	Iteration 32Q: 3 clusters Score -6833157 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -6833316.000000 Penalty: 3546.551758
	Iteration 33Q: 3 clusters Score -6833316 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -6833427.000000 Penalty: 3546.551758
	Iteration 34Q: 3 clusters Score -6833427 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -6833519.000000 Penalty: 3546.551758
	Iteration 35Q: 3 clusters Score -6833519 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -6833666.500000 Penalty: 3546.551758
	Iteration 36Q: 3 clusters Score -6833666 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -6833798.500000 Penalty: 3546.551758
	Iteration 37Q: 3 clusters Score -6833798 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -6833921.000000 Penalty: 3546.551758
	Iteration 38Q: 3 clusters Score -6833921 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -6834016.500000 Penalty: 3546.551758
	Iteration 39Q: 3 clusters Score -6834016 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -6834100.000000 Penalty: 3546.551758
	Iteration 40F: 3 clusters Score -6834100 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -6834192.000000 Penalty: 3546.551758
	Iteration 41Q: 3 clusters Score -6834192 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -6834257.500000 Penalty: 3546.551758
	Iteration 42Q: 3 clusters Score -6834258 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -6834291.000000 Penalty: 3546.551758
	Iteration 43Q: 3 clusters Score -6834291 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -6834344.500000 Penalty: 3546.551758
	Iteration 44Q: 3 clusters Score -6834344 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -6834388.500000 Penalty: 3546.551758
	Iteration 45Q: 3 clusters Score -6834388 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -6834416.500000 Penalty: 3546.551758
	Iteration 46Q: 3 clusters Score -6834416 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -6834431.000000 Penalty: 3546.551758
	Iteration 47Q: 3 clusters Score -6834431 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -6834461.000000 Penalty: 3546.551758
	Iteration 48Q: 3 clusters Score -6834461 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -6834482.500000 Penalty: 3546.551758
	Iteration 49Q: 3 clusters Score -6834482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -6834494.000000 Penalty: 3546.551758
	Iteration 50Q: 3 clusters Score -6834494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -6834511.000000 Penalty: 3546.551758
	Iteration 51Q: 3 clusters Score -6834511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -6834514.500000 Penalty: 3546.551758
	Iteration 52Q: 3 clusters Score -6834514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -6834520.500000 Penalty: 3546.551758
	Iteration 53Q: 3 clusters Score -6834520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -6834531.500000 Penalty: 3546.551758
	Iteration 54Q: 3 clusters Score -6834532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -6834532.500000 Penalty: 3546.551758
	Iteration 55Q: 3 clusters Score -6834532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -6834546.000000 Penalty: 3546.551758
	Iteration 56Q: 3 clusters Score -6834546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -6834552.500000 Penalty: 3546.551758
	Iteration 57Q: 3 clusters Score -6834552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -6834555.000000 Penalty: 3546.551758
	Iteration 58Q: 3 clusters Score -6834555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 53974 members 
Entering Unmasked Estep 
Score: -6834560.000000 Penalty: 3546.551758
	Iteration 59Q: 3 clusters Score -6834560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -6834554.000000 Penalty: 3546.551758
	Iteration 60F: 3 clusters Score -6834554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -6834551.000000 Penalty: 3546.551758
	Iteration 61Q: 3 clusters Score -6834551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -6834546.000000 Penalty: 3546.551758
	Iteration 62Q: 3 clusters Score -6834546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -6834553.500000 Penalty: 3546.551758
	Iteration 63Q: 3 clusters Score -6834554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -6834557.500000 Penalty: 3546.551758
	Iteration 64Q: 3 clusters Score -6834558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -6834565.500000 Penalty: 3546.551758
	Iteration 65Q: 3 clusters Score -6834566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -6834559.500000 Penalty: 3546.551758
	Iteration 66Q: 3 clusters Score -6834560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -6834553.500000 Penalty: 3546.551758
	Iteration 67Q: 3 clusters Score -6834554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -6834559.500000 Penalty: 3546.551758
	Iteration 68Q: 3 clusters Score -6834560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -6834569.500000 Penalty: 3546.551758
	Iteration 69Q: 3 clusters Score -6834570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -6834579.000000 Penalty: 3546.551758
	Iteration 70Q: 3 clusters Score -6834579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -6834572.500000 Penalty: 3546.551758
	Iteration 71Q: 3 clusters Score -6834572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -6834573.500000 Penalty: 3546.551758
	Iteration 72Q: 3 clusters Score -6834574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -6834572.000000 Penalty: 3546.551758
	Iteration 73Q: 3 clusters Score -6834572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -6834570.000000 Penalty: 3546.551758
	Iteration 74Q: 3 clusters Score -6834570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -6834571.500000 Penalty: 3546.551758
	Iteration 75Q: 3 clusters Score -6834572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -6834572.000000 Penalty: 3546.551758
	Iteration 76Q: 3 clusters Score -6834572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -6834576.000000 Penalty: 3546.551758
	Iteration 77Q: 3 clusters Score -6834576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -6834573.000000 Penalty: 3546.551758
	Iteration 78Q: 3 clusters Score -6834573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -6834572.000000 Penalty: 3546.551758
	Iteration 79Q: 3 clusters Score -6834572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -6834572.500000 Penalty: 3546.551758
	Iteration 80F: 3 clusters Score -6834572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -6834575.500000 Penalty: 3546.551758
	Iteration 81Q: 3 clusters Score -6834576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -6834574.000000 Penalty: 3546.551758
	Iteration 82Q: 3 clusters Score -6834574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -6834574.000000 Penalty: 3546.551758
	Iteration 83F: 3 clusters Score -6834574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -56810.003906 Penalty: 947.203674
	Iteration 0F: 2 clusters Score -56810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55864.257812 Penalty: 1894.407349
	Iteration 0F: 3 clusters Score -55864.26 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55972.980469 Penalty: 1894.407349
	Iteration 1F: 3 clusters Score -55972.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -56011.480469 Penalty: 1894.407349
	Iteration 2Q: 3 clusters Score -56011.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -56023.312500 Penalty: 1894.407349
	Iteration 3Q: 3 clusters Score -56023.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56034.035156 Penalty: 1894.407349
	Iteration 4Q: 3 clusters Score -56034.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56038.902344 Penalty: 1894.407349
	Iteration 5Q: 3 clusters Score -56038.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -56040.742188 Penalty: 1894.407349
	Iteration 6Q: 3 clusters Score -56040.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56042.941406 Penalty: 1894.407349
	Iteration 7Q: 3 clusters Score -56042.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56042.941406 Penalty: 1894.407349
	Iteration 8F: 3 clusters Score -56042.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Entering Unmasked Estep 
Score: -95464.687500 Penalty: 1086.249390
	Iteration 0F: 2 clusters Score -95464.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -94194.632812 Penalty: 2172.498779
	Iteration 0F: 3 clusters Score -94194.63 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -94482.492188 Penalty: 2172.498779
	Iteration 1F: 3 clusters Score -94482.49 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -94589.921875 Penalty: 2172.498779
	Iteration 2F: 3 clusters Score -94589.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -94659.054688 Penalty: 2172.498779
	Iteration 3Q: 3 clusters Score -94659.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -94713.359375 Penalty: 2172.498779
	Iteration 4Q: 3 clusters Score -94713.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -94761.039062 Penalty: 2172.498779
	Iteration 5Q: 3 clusters Score -94761.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -94823.492188 Penalty: 2172.498779
	Iteration 6Q: 3 clusters Score -94823.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -94883.500000 Penalty: 2172.498779
	Iteration 7Q: 3 clusters Score -94883.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -94955.828125 Penalty: 2172.498779
	Iteration 8Q: 3 clusters Score -94955.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -95031.007812 Penalty: 2172.498779
	Iteration 9Q: 3 clusters Score -95031.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -95070.000000 Penalty: 2172.498779
	Iteration 10Q: 3 clusters Score -95070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -95075.585938 Penalty: 2172.498779
	Iteration 11Q: 3 clusters Score -95075.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -95085.742188 Penalty: 2172.498779
	Iteration 12Q: 3 clusters Score -95085.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -95089.546875 Penalty: 2172.498779
	Iteration 13Q: 3 clusters Score -95089.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -95100.164062 Penalty: 2172.498779
	Iteration 14Q: 3 clusters Score -95100.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -95126.351562 Penalty: 2172.498779
	Iteration 15Q: 3 clusters Score -95126.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -95134.218750 Penalty: 2172.498779
	Iteration 16Q: 3 clusters Score -95134.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -95140.250000 Penalty: 2172.498779
	Iteration 17Q: 3 clusters Score -95140.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -95146.203125 Penalty: 2172.498779
	Iteration 18Q: 3 clusters Score -95146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -95150.812500 Penalty: 2172.498779
	Iteration 19Q: 3 clusters Score -95150.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -95150.812500 Penalty: 2172.498779
	Iteration 20F: 3 clusters Score -95150.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Entering Unmasked Estep 
Score: -4301002.500000 Penalty: 1698.207886
	Iteration 0F: 2 clusters Score -4301002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -4277843.500000 Penalty: 3396.415771
	Iteration 0F: 3 clusters Score -4277844 nChanged 15990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -4286693.000000 Penalty: 3396.415771
	Iteration 1F: 3 clusters Score -4286693 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -4287092.500000 Penalty: 3396.415771
	Iteration 2Q: 3 clusters Score -4287092 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -4287473.500000 Penalty: 3396.415771
	Iteration 3Q: 3 clusters Score -4287474 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -4287851.500000 Penalty: 3396.415771
	Iteration 4Q: 3 clusters Score -4287852 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -4288162.000000 Penalty: 3396.415771
	Iteration 5Q: 3 clusters Score -4288162 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -4288535.500000 Penalty: 3396.415771
	Iteration 6Q: 3 clusters Score -4288536 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -4288921.000000 Penalty: 3396.415771
	Iteration 7Q: 3 clusters Score -4288921 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -4289456.500000 Penalty: 3396.415771
	Iteration 8Q: 3 clusters Score -4289456 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -4290281.500000 Penalty: 3396.415771
	Iteration 9Q: 3 clusters Score -4290282 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -4291377.500000 Penalty: 3396.415771
	Iteration 10Q: 3 clusters Score -4291378 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -4292630.500000 Penalty: 3396.415771
	Iteration 11F: 3 clusters Score -4292630 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -4293451.500000 Penalty: 3396.415771
	Iteration 12Q: 3 clusters Score -4293452 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -4293845.500000 Penalty: 3396.415771
	Iteration 13Q: 3 clusters Score -4293846 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -4293988.500000 Penalty: 3396.415771
	Iteration 14Q: 3 clusters Score -4293988 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -4294050.000000 Penalty: 3396.415771
	Iteration 15Q: 3 clusters Score -4294050 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -4294101.000000 Penalty: 3396.415771
	Iteration 16Q: 3 clusters Score -4294101 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -4294137.500000 Penalty: 3396.415771
	Iteration 17Q: 3 clusters Score -4294138 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -4294182.500000 Penalty: 3396.415771
	Iteration 18Q: 3 clusters Score -4294182 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -4294249.000000 Penalty: 3396.415771
	Iteration 19Q: 3 clusters Score -4294249 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -4294312.000000 Penalty: 3396.415771
	Iteration 20F: 3 clusters Score -4294312 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -4294374.500000 Penalty: 3396.415771
	Iteration 21Q: 3 clusters Score -4294374 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -4294477.000000 Penalty: 3396.415771
	Iteration 22Q: 3 clusters Score -4294477 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -4294569.000000 Penalty: 3396.415771
	Iteration 23Q: 3 clusters Score -4294569 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -4294665.500000 Penalty: 3396.415771
	Iteration 24Q: 3 clusters Score -4294666 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -4294777.500000 Penalty: 3396.415771
	Iteration 25Q: 3 clusters Score -4294778 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -4294891.500000 Penalty: 3396.415771
	Iteration 26Q: 3 clusters Score -4294892 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -4295032.000000 Penalty: 3396.415771
	Iteration 27Q: 3 clusters Score -4295032 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -4295187.500000 Penalty: 3396.415771
	Iteration 28Q: 3 clusters Score -4295188 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -4295365.000000 Penalty: 3396.415771
	Iteration 29Q: 3 clusters Score -4295365 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -4295553.500000 Penalty: 3396.415771
	Iteration 30Q: 3 clusters Score -4295554 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -4295721.500000 Penalty: 3396.415771
	Iteration 31Q: 3 clusters Score -4295722 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -4295937.000000 Penalty: 3396.415771
	Iteration 32Q: 3 clusters Score -4295937 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -4296204.000000 Penalty: 3396.415771
	Iteration 33Q: 3 clusters Score -4296204 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -4296482.500000 Penalty: 3396.415771
	Iteration 34Q: 3 clusters Score -4296482 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -4296761.000000 Penalty: 3396.415771
	Iteration 35Q: 3 clusters Score -4296761 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -4297051.000000 Penalty: 3396.415771
	Iteration 36Q: 3 clusters Score -4297051 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4297343.500000 Penalty: 3396.415771
	Iteration 37Q: 3 clusters Score -4297344 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -4297689.000000 Penalty: 3396.415771
	Iteration 38Q: 3 clusters Score -4297689 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4297989.000000 Penalty: 3396.415771
	Iteration 39Q: 3 clusters Score -4297989 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4298284.000000 Penalty: 3396.415771
	Iteration 40F: 3 clusters Score -4298284 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4298523.500000 Penalty: 3396.415771
	Iteration 41Q: 3 clusters Score -4298524 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4298721.500000 Penalty: 3396.415771
	Iteration 42Q: 3 clusters Score -4298722 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4298896.500000 Penalty: 3396.415771
	Iteration 43Q: 3 clusters Score -4298896 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4299065.500000 Penalty: 3396.415771
	Iteration 44Q: 3 clusters Score -4299066 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4299174.500000 Penalty: 3396.415771
	Iteration 45Q: 3 clusters Score -4299174 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4299255.000000 Penalty: 3396.415771
	Iteration 46Q: 3 clusters Score -4299255 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4299331.000000 Penalty: 3396.415771
	Iteration 47Q: 3 clusters Score -4299331 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4299385.500000 Penalty: 3396.415771
	Iteration 48Q: 3 clusters Score -4299386 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4299442.000000 Penalty: 3396.415771
	Iteration 49Q: 3 clusters Score -4299442 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4299477.500000 Penalty: 3396.415771
	Iteration 50Q: 3 clusters Score -4299478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4299496.500000 Penalty: 3396.415771
	Iteration 51Q: 3 clusters Score -4299496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4299504.500000 Penalty: 3396.415771
	Iteration 52Q: 3 clusters Score -4299504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4299514.500000 Penalty: 3396.415771
	Iteration 53Q: 3 clusters Score -4299514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4299520.500000 Penalty: 3396.415771
	Iteration 54Q: 3 clusters Score -4299520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4299535.000000 Penalty: 3396.415771
	Iteration 55Q: 3 clusters Score -4299535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4299547.500000 Penalty: 3396.415771
	Iteration 56Q: 3 clusters Score -4299548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4299553.500000 Penalty: 3396.415771
	Iteration 57Q: 3 clusters Score -4299554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4299563.000000 Penalty: 3396.415771
	Iteration 58Q: 3 clusters Score -4299563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4299572.000000 Penalty: 3396.415771
	Iteration 59Q: 3 clusters Score -4299572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4299574.500000 Penalty: 3396.415771
	Iteration 60F: 3 clusters Score -4299574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4299578.000000 Penalty: 3396.415771
	Iteration 61Q: 3 clusters Score -4299578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4299580.500000 Penalty: 3396.415771
	Iteration 62Q: 3 clusters Score -4299580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4299580.500000 Penalty: 3396.415771
	Iteration 63Q: 3 clusters Score -4299580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4299581.000000 Penalty: 3396.415771
	Iteration 64Q: 3 clusters Score -4299581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4299580.000000 Penalty: 3396.415771
	Iteration 65Q: 3 clusters Score -4299580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4299577.000000 Penalty: 3396.415771
	Iteration 66Q: 3 clusters Score -4299577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4299578.000000 Penalty: 3396.415771
	Iteration 67Q: 3 clusters Score -4299578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4299577.500000 Penalty: 3396.415771
	Iteration 68Q: 3 clusters Score -4299578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4299577.500000 Penalty: 3396.415771
	Iteration 69F: 3 clusters Score -4299578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Entering Unmasked Estep 
Score: -3632927.000000 Penalty: 1675.723877
	Iteration 0F: 2 clusters Score -3632927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -3612573.250000 Penalty: 3351.447754
	Iteration 0F: 3 clusters Score -3612573 nChanged 13948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3620297.500000 Penalty: 3351.447754
	Iteration 1F: 3 clusters Score -3620298 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3620710.750000 Penalty: 3351.447754
	Iteration 2Q: 3 clusters Score -3620711 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3621109.750000 Penalty: 3351.447754
	Iteration 3Q: 3 clusters Score -3621110 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -3621591.500000 Penalty: 3351.447754
	Iteration 4Q: 3 clusters Score -3621592 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3622249.500000 Penalty: 3351.447754
	Iteration 5Q: 3 clusters Score -3622250 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3623034.250000 Penalty: 3351.447754
	Iteration 6Q: 3 clusters Score -3623034 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -3623866.000000 Penalty: 3351.447754
	Iteration 7Q: 3 clusters Score -3623866 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3624746.000000 Penalty: 3351.447754
	Iteration 8Q: 3 clusters Score -3624746 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -3625570.000000 Penalty: 3351.447754
	Iteration 9Q: 3 clusters Score -3625570 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3626274.750000 Penalty: 3351.447754
	Iteration 10Q: 3 clusters Score -3626275 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -3626772.500000 Penalty: 3351.447754
	Iteration 11Q: 3 clusters Score -3626772 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -3627209.000000 Penalty: 3351.447754
	Iteration 12Q: 3 clusters Score -3627209 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3627654.000000 Penalty: 3351.447754
	Iteration 13Q: 3 clusters Score -3627654 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3628071.500000 Penalty: 3351.447754
	Iteration 14Q: 3 clusters Score -3628072 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3628447.750000 Penalty: 3351.447754
	Iteration 15Q: 3 clusters Score -3628448 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3628871.000000 Penalty: 3351.447754
	Iteration 16Q: 3 clusters Score -3628871 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -3629248.500000 Penalty: 3351.447754
	Iteration 17Q: 3 clusters Score -3629248 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -3629673.000000 Penalty: 3351.447754
	Iteration 18Q: 3 clusters Score -3629673 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -3630103.750000 Penalty: 3351.447754
	Iteration 19Q: 3 clusters Score -3630104 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -3630482.500000 Penalty: 3351.447754
	Iteration 20F: 3 clusters Score -3630482 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3630791.750000 Penalty: 3351.447754
	Iteration 21Q: 3 clusters Score -3630792 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -3631040.500000 Penalty: 3351.447754
	Iteration 22Q: 3 clusters Score -3631040 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -3631225.500000 Penalty: 3351.447754
	Iteration 23Q: 3 clusters Score -3631226 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -3631387.750000 Penalty: 3351.447754
	Iteration 24Q: 3 clusters Score -3631388 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -3631522.250000 Penalty: 3351.447754
	Iteration 25Q: 3 clusters Score -3631522 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -3631603.500000 Penalty: 3351.447754
	Iteration 26Q: 3 clusters Score -3631604 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -3631674.000000 Penalty: 3351.447754
	Iteration 27Q: 3 clusters Score -3631674 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -3631719.500000 Penalty: 3351.447754
	Iteration 28Q: 3 clusters Score -3631720 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -3631757.250000 Penalty: 3351.447754
	Iteration 29Q: 3 clusters Score -3631757 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -3631783.750000 Penalty: 3351.447754
	Iteration 30Q: 3 clusters Score -3631784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -3631810.750000 Penalty: 3351.447754
	Iteration 31Q: 3 clusters Score -3631811 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -3631821.000000 Penalty: 3351.447754
	Iteration 32Q: 3 clusters Score -3631821 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -3631826.000000 Penalty: 3351.447754
	Iteration 33Q: 3 clusters Score -3631826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -3631836.750000 Penalty: 3351.447754
	Iteration 34Q: 3 clusters Score -3631837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -3631840.750000 Penalty: 3351.447754
	Iteration 35Q: 3 clusters Score -3631841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3631845.250000 Penalty: 3351.447754
	Iteration 36Q: 3 clusters Score -3631845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -3631848.750000 Penalty: 3351.447754
	Iteration 37Q: 3 clusters Score -3631849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -3631850.500000 Penalty: 3351.447754
	Iteration 38Q: 3 clusters Score -3631850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -3631851.500000 Penalty: 3351.447754
	Iteration 39Q: 3 clusters Score -3631852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -3631852.250000 Penalty: 3351.447754
	Iteration 40F: 3 clusters Score -3631852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -3631854.750000 Penalty: 3351.447754
	Iteration 41Q: 3 clusters Score -3631855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -3631854.000000 Penalty: 3351.447754
	Iteration 42Q: 3 clusters Score -3631854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -3631855.750000 Penalty: 3351.447754
	Iteration 43Q: 3 clusters Score -3631856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -3631851.750000 Penalty: 3351.447754
	Iteration 44Q: 3 clusters Score -3631852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -3631854.250000 Penalty: 3351.447754
	Iteration 45Q: 3 clusters Score -3631854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -3631854.500000 Penalty: 3351.447754
	Iteration 46Q: 3 clusters Score -3631854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -3631858.000000 Penalty: 3351.447754
	Iteration 47Q: 3 clusters Score -3631858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -3631860.750000 Penalty: 3351.447754
	Iteration 48Q: 3 clusters Score -3631861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -3631860.750000 Penalty: 3351.447754
	Iteration 49Q: 3 clusters Score -3631861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -3631868.250000 Penalty: 3351.447754
	Iteration 50Q: 3 clusters Score -3631868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -3631866.750000 Penalty: 3351.447754
	Iteration 51Q: 3 clusters Score -3631867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -3631866.500000 Penalty: 3351.447754
	Iteration 52Q: 3 clusters Score -3631866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -3631869.250000 Penalty: 3351.447754
	Iteration 53Q: 3 clusters Score -3631869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -3631873.250000 Penalty: 3351.447754
	Iteration 54Q: 3 clusters Score -3631873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3631875.250000 Penalty: 3351.447754
	Iteration 55Q: 3 clusters Score -3631875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3631876.000000 Penalty: 3351.447754
	Iteration 56Q: 3 clusters Score -3631876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -3631874.750000 Penalty: 3351.447754
	Iteration 57Q: 3 clusters Score -3631875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -3631872.250000 Penalty: 3351.447754
	Iteration 58Q: 3 clusters Score -3631872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -3631870.750000 Penalty: 3351.447754
	Iteration 59Q: 3 clusters Score -3631871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -3631870.750000 Penalty: 3351.447754
	Iteration 60F: 3 clusters Score -3631871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Entering Unmasked Estep 
Score: -260825.578125 Penalty: 1239.634155
	Iteration 0F: 2 clusters Score -260825.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -258687.781250 Penalty: 2479.268311
	Iteration 0F: 3 clusters Score -258687.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -259069.921875 Penalty: 2479.268311
	Iteration 1F: 3 clusters Score -259069.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -259188.687500 Penalty: 2479.268311
	Iteration 2F: 3 clusters Score -259188.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -259247.843750 Penalty: 2479.268311
	Iteration 3Q: 3 clusters Score -259247.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -259282.921875 Penalty: 2479.268311
	Iteration 4Q: 3 clusters Score -259282.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -259307.984375 Penalty: 2479.268311
	Iteration 5Q: 3 clusters Score -259308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -259323.625000 Penalty: 2479.268311
	Iteration 6Q: 3 clusters Score -259323.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -259339.984375 Penalty: 2479.268311
	Iteration 7Q: 3 clusters Score -259340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -259352.718750 Penalty: 2479.268311
	Iteration 8Q: 3 clusters Score -259352.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -259368.593750 Penalty: 2479.268311
	Iteration 9Q: 3 clusters Score -259368.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -259381.406250 Penalty: 2479.268311
	Iteration 10Q: 3 clusters Score -259381.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -259392.421875 Penalty: 2479.268311
	Iteration 11Q: 3 clusters Score -259392.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -259404.328125 Penalty: 2479.268311
	Iteration 12Q: 3 clusters Score -259404.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -259416.015625 Penalty: 2479.268311
	Iteration 13Q: 3 clusters Score -259416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -259424.609375 Penalty: 2479.268311
	Iteration 14Q: 3 clusters Score -259424.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -259428.875000 Penalty: 2479.268311
	Iteration 15Q: 3 clusters Score -259428.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -259431.500000 Penalty: 2479.268311
	Iteration 16Q: 3 clusters Score -259431.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -259432.625000 Penalty: 2479.268311
	Iteration 17Q: 3 clusters Score -259432.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -259433.828125 Penalty: 2479.268311
	Iteration 18Q: 3 clusters Score -259433.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -259434.500000 Penalty: 2479.268311
	Iteration 19Q: 3 clusters Score -259434.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -259435.218750 Penalty: 2479.268311
	Iteration 20F: 3 clusters Score -259435.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -259437.031250 Penalty: 2479.268311
	Iteration 21Q: 3 clusters Score -259437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -259438.703125 Penalty: 2479.268311
	Iteration 22Q: 3 clusters Score -259438.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -259441.078125 Penalty: 2479.268311
	Iteration 23Q: 3 clusters Score -259441.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -259443.531250 Penalty: 2479.268311
	Iteration 24Q: 3 clusters Score -259443.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -259447.203125 Penalty: 2479.268311
	Iteration 25Q: 3 clusters Score -259447.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -259454.093750 Penalty: 2479.268311
	Iteration 26Q: 3 clusters Score -259454.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -259462.296875 Penalty: 2479.268311
	Iteration 27Q: 3 clusters Score -259462.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -259469.468750 Penalty: 2479.268311
	Iteration 28Q: 3 clusters Score -259469.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -259475.187500 Penalty: 2479.268311
	Iteration 29Q: 3 clusters Score -259475.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -259481.890625 Penalty: 2479.268311
	Iteration 30Q: 3 clusters Score -259481.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -259491.640625 Penalty: 2479.268311
	Iteration 31Q: 3 clusters Score -259491.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -259496.250000 Penalty: 2479.268311
	Iteration 32Q: 3 clusters Score -259496.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -259502.390625 Penalty: 2479.268311
	Iteration 33Q: 3 clusters Score -259502.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -259509.343750 Penalty: 2479.268311
	Iteration 34Q: 3 clusters Score -259509.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -259515.593750 Penalty: 2479.268311
	Iteration 35Q: 3 clusters Score -259515.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -259522.718750 Penalty: 2479.268311
	Iteration 36Q: 3 clusters Score -259522.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -259527.609375 Penalty: 2479.268311
	Iteration 37Q: 3 clusters Score -259527.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -259533.031250 Penalty: 2479.268311
	Iteration 38Q: 3 clusters Score -259533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -259538.000000 Penalty: 2479.268311
	Iteration 39Q: 3 clusters Score -259538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -259540.687500 Penalty: 2479.268311
	Iteration 40F: 3 clusters Score -259540.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -259545.953125 Penalty: 2479.268311
	Iteration 41Q: 3 clusters Score -259546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -259550.546875 Penalty: 2479.268311
	Iteration 42Q: 3 clusters Score -259550.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -259552.265625 Penalty: 2479.268311
	Iteration 43Q: 3 clusters Score -259552.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -259552.687500 Penalty: 2479.268311
	Iteration 44Q: 3 clusters Score -259552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -259553.468750 Penalty: 2479.268311
	Iteration 45Q: 3 clusters Score -259553.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -259553.468750 Penalty: 2479.268311
	Iteration 46F: 3 clusters Score -259553.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Entering Unmasked Estep 
Score: -7505517.500000 Penalty: 1789.187012
	Iteration 0F: 2 clusters Score -7505518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -7466134.000000 Penalty: 3578.374023
	Iteration 0F: 3 clusters Score -7466134 nChanged 28415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -7482182.000000 Penalty: 3578.374023
	Iteration 1F: 3 clusters Score -7482182 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -7482775.500000 Penalty: 3578.374023
	Iteration 2Q: 3 clusters Score -7482776 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -7483470.500000 Penalty: 3578.374023
	Iteration 3Q: 3 clusters Score -7483470 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -7484479.000000 Penalty: 3578.374023
	Iteration 4Q: 3 clusters Score -7484479 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -7486158.000000 Penalty: 3578.374023
	Iteration 5F: 3 clusters Score -7486158 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -7488971.500000 Penalty: 3578.374023
	Iteration 6F: 3 clusters Score -7488972 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -7493082.500000 Penalty: 3578.374023
	Iteration 7F: 3 clusters Score -7493082 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -7497594.500000 Penalty: 3578.374023
	Iteration 8F: 3 clusters Score -7497594 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -7500833.500000 Penalty: 3578.374023
	Iteration 9F: 3 clusters Score -7500834 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -7502542.500000 Penalty: 3578.374023
	Iteration 10Q: 3 clusters Score -7502542 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -7503419.500000 Penalty: 3578.374023
	Iteration 11Q: 3 clusters Score -7503420 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 52861 members 
Entering Unmasked Estep 
Score: -7503967.000000 Penalty: 3578.374023
	Iteration 12Q: 3 clusters Score -7503967 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -7504359.000000 Penalty: 3578.374023
	Iteration 13Q: 3 clusters Score -7504359 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -7504614.000000 Penalty: 3578.374023
	Iteration 14Q: 3 clusters Score -7504614 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -7504791.500000 Penalty: 3578.374023
	Iteration 15Q: 3 clusters Score -7504792 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -7504856.500000 Penalty: 3578.374023
	Iteration 16Q: 3 clusters Score -7504856 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -7504840.500000 Penalty: 3578.374023
	Iteration 17Q: 3 clusters Score -7504840 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -7504881.000000 Penalty: 3578.374023
	Iteration 18Q: 3 clusters Score -7504881 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 56495 members 
Entering Unmasked Estep 
Score: -7504910.000000 Penalty: 3578.374023
	Iteration 19Q: 3 clusters Score -7504910 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 56692 members 
Entering Unmasked Estep 
Score: -7504903.000000 Penalty: 3578.374023
	Iteration 20F: 3 clusters Score -7504903 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -7504891.000000 Penalty: 3578.374023
	Iteration 21Q: 3 clusters Score -7504891 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -7504909.000000 Penalty: 3578.374023
	Iteration 22Q: 3 clusters Score -7504909 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -7504887.000000 Penalty: 3578.374023
	Iteration 23Q: 3 clusters Score -7504887 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -7504876.500000 Penalty: 3578.374023
	Iteration 24Q: 3 clusters Score -7504876 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -7504874.000000 Penalty: 3578.374023
	Iteration 25Q: 3 clusters Score -7504874 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 57429 members 
Entering Unmasked Estep 
Score: -7504866.000000 Penalty: 3578.374023
	Iteration 26Q: 3 clusters Score -7504866 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 57524 members 
Entering Unmasked Estep 
Score: -7504846.500000 Penalty: 3578.374023
	Iteration 27Q: 3 clusters Score -7504846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -7504856.000000 Penalty: 3578.374023
	Iteration 28Q: 3 clusters Score -7504856 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
Score: -7504855.500000 Penalty: 3578.374023
	Iteration 29Q: 3 clusters Score -7504856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -7504851.000000 Penalty: 3578.374023
	Iteration 30Q: 3 clusters Score -7504851 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -7504852.500000 Penalty: 3578.374023
	Iteration 31Q: 3 clusters Score -7504852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -7504850.000000 Penalty: 3578.374023
	Iteration 32Q: 3 clusters Score -7504850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -7504843.000000 Penalty: 3578.374023
	Iteration 33Q: 3 clusters Score -7504843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 57943 members 
Entering Unmasked Estep 
Score: -7504847.500000 Penalty: 3578.374023
	Iteration 34Q: 3 clusters Score -7504848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -7504845.000000 Penalty: 3578.374023
	Iteration 35Q: 3 clusters Score -7504845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 57992 members 
Entering Unmasked Estep 
Score: -7504844.000000 Penalty: 3578.374023
	Iteration 36Q: 3 clusters Score -7504844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -7504839.000000 Penalty: 3578.374023
	Iteration 37Q: 3 clusters Score -7504839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 58059 members 
Entering Unmasked Estep 
Score: -7504840.000000 Penalty: 3578.374023
	Iteration 38Q: 3 clusters Score -7504840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -7504854.500000 Penalty: 3578.374023
	Iteration 39Q: 3 clusters Score -7504854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -7504827.000000 Penalty: 3578.374023
	Iteration 40F: 3 clusters Score -7504827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -7504834.500000 Penalty: 3578.374023
	Iteration 41Q: 3 clusters Score -7504834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -7504821.000000 Penalty: 3578.374023
	Iteration 42Q: 3 clusters Score -7504821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -7504816.000000 Penalty: 3578.374023
	Iteration 43Q: 3 clusters Score -7504816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 58239 members 
Entering Unmasked Estep 
Score: -7504810.500000 Penalty: 3578.374023
	Iteration 44Q: 3 clusters Score -7504810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 58255 members 
Entering Unmasked Estep 
Score: -7504796.000000 Penalty: 3578.374023
	Iteration 45Q: 3 clusters Score -7504796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -7504794.500000 Penalty: 3578.374023
	Iteration 46Q: 3 clusters Score -7504794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -7504784.000000 Penalty: 3578.374023
	Iteration 47Q: 3 clusters Score -7504784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -7504779.500000 Penalty: 3578.374023
	Iteration 48Q: 3 clusters Score -7504780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -7504779.500000 Penalty: 3578.374023
	Iteration 49Q: 3 clusters Score -7504780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -7504783.500000 Penalty: 3578.374023
	Iteration 50Q: 3 clusters Score -7504784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -7504781.500000 Penalty: 3578.374023
	Iteration 51Q: 3 clusters Score -7504782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -7504780.500000 Penalty: 3578.374023
	Iteration 52Q: 3 clusters Score -7504780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -7504779.000000 Penalty: 3578.374023
	Iteration 53Q: 3 clusters Score -7504779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 58430 members 
Entering Unmasked Estep 
Score: -7504783.500000 Penalty: 3578.374023
	Iteration 54Q: 3 clusters Score -7504784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -7504782.500000 Penalty: 3578.374023
	Iteration 55Q: 3 clusters Score -7504782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
Score: -7504781.500000 Penalty: 3578.374023
	Iteration 56Q: 3 clusters Score -7504782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -7504778.000000 Penalty: 3578.374023
	Iteration 57Q: 3 clusters Score -7504778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -7504785.500000 Penalty: 3578.374023
	Iteration 58Q: 3 clusters Score -7504786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -7504778.000000 Penalty: 3578.374023
	Iteration 59Q: 3 clusters Score -7504778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 58460 members 
Entering Unmasked Estep 
Score: -7504778.500000 Penalty: 3578.374023
	Iteration 60F: 3 clusters Score -7504778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -7504776.500000 Penalty: 3578.374023
	Iteration 61Q: 3 clusters Score -7504776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -7504775.500000 Penalty: 3578.374023
	Iteration 62Q: 3 clusters Score -7504776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -7504778.500000 Penalty: 3578.374023
	Iteration 63Q: 3 clusters Score -7504778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -7504780.000000 Penalty: 3578.374023
	Iteration 64Q: 3 clusters Score -7504780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
Score: -7504780.000000 Penalty: 3578.374023
	Iteration 65Q: 3 clusters Score -7504780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 58485 members 
Entering Unmasked Estep 
Score: -7504779.500000 Penalty: 3578.374023
	Iteration 66Q: 3 clusters Score -7504780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 58490 members 
Entering Unmasked Estep 
Score: -7504776.500000 Penalty: 3578.374023
	Iteration 67Q: 3 clusters Score -7504776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
Score: -7504774.500000 Penalty: 3578.374023
	Iteration 68Q: 3 clusters Score -7504774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -7504773.500000 Penalty: 3578.374023
	Iteration 69Q: 3 clusters Score -7504774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -7504785.500000 Penalty: 3578.374023
	Iteration 70Q: 3 clusters Score -7504786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -7504784.000000 Penalty: 3578.374023
	Iteration 71Q: 3 clusters Score -7504784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -7504779.000000 Penalty: 3578.374023
	Iteration 72Q: 3 clusters Score -7504779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -7504781.500000 Penalty: 3578.374023
	Iteration 73Q: 3 clusters Score -7504782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 58527 members 
Entering Unmasked Estep 
Score: -7504783.000000 Penalty: 3578.374023
	Iteration 74Q: 3 clusters Score -7504783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -7504776.500000 Penalty: 3578.374023
	Iteration 75Q: 3 clusters Score -7504776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -7504773.000000 Penalty: 3578.374023
	Iteration 76Q: 3 clusters Score -7504773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 58536 members 
Entering Unmasked Estep 
Score: -7504778.500000 Penalty: 3578.374023
	Iteration 77Q: 3 clusters Score -7504778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 58536 members 
Entering Unmasked Estep 
Score: -7504778.500000 Penalty: 3578.374023
	Iteration 78F: 3 clusters Score -7504778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Entering Unmasked Estep 
Score: -999133.625000 Penalty: 1461.774780
	Iteration 0F: 2 clusters Score -999133.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -993243.187500 Penalty: 2923.549561
	Iteration 0F: 3 clusters Score -993243.2 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -995080.312500 Penalty: 2923.549561
	Iteration 1F: 3 clusters Score -995080.3 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -995329.437500 Penalty: 2923.549561
	Iteration 2F: 3 clusters Score -995329.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -995489.187500 Penalty: 2923.549561
	Iteration 3Q: 3 clusters Score -995489.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -995624.250000 Penalty: 2923.549561
	Iteration 4Q: 3 clusters Score -995624.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -995714.687500 Penalty: 2923.549561
	Iteration 5Q: 3 clusters Score -995714.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -995787.125000 Penalty: 2923.549561
	Iteration 6Q: 3 clusters Score -995787.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -995858.062500 Penalty: 2923.549561
	Iteration 7Q: 3 clusters Score -995858.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -995937.500000 Penalty: 2923.549561
	Iteration 8Q: 3 clusters Score -995937.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -996030.000000 Penalty: 2923.549561
	Iteration 9Q: 3 clusters Score -996030 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -996143.375000 Penalty: 2923.549561
	Iteration 10Q: 3 clusters Score -996143.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -996281.687500 Penalty: 2923.549561
	Iteration 11Q: 3 clusters Score -996281.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -996450.812500 Penalty: 2923.549561
	Iteration 12Q: 3 clusters Score -996450.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -996683.687500 Penalty: 2923.549561
	Iteration 13Q: 3 clusters Score -996683.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -996909.250000 Penalty: 2923.549561
	Iteration 14Q: 3 clusters Score -996909.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -997153.250000 Penalty: 2923.549561
	Iteration 15Q: 3 clusters Score -997153.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -997366.062500 Penalty: 2923.549561
	Iteration 16Q: 3 clusters Score -997366.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -997535.875000 Penalty: 2923.549561
	Iteration 17Q: 3 clusters Score -997535.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -997658.312500 Penalty: 2923.549561
	Iteration 18Q: 3 clusters Score -997658.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -997742.937500 Penalty: 2923.549561
	Iteration 19Q: 3 clusters Score -997742.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -997800.562500 Penalty: 2923.549561
	Iteration 20F: 3 clusters Score -997800.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -997830.125000 Penalty: 2923.549561
	Iteration 21Q: 3 clusters Score -997830.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -997850.937500 Penalty: 2923.549561
	Iteration 22Q: 3 clusters Score -997850.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -997864.750000 Penalty: 2923.549561
	Iteration 23Q: 3 clusters Score -997864.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -997873.000000 Penalty: 2923.549561
	Iteration 24Q: 3 clusters Score -997873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -997878.687500 Penalty: 2923.549561
	Iteration 25Q: 3 clusters Score -997878.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -997893.562500 Penalty: 2923.549561
	Iteration 26Q: 3 clusters Score -997893.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -997903.937500 Penalty: 2923.549561
	Iteration 27Q: 3 clusters Score -997903.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -997908.062500 Penalty: 2923.549561
	Iteration 28Q: 3 clusters Score -997908.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -997912.375000 Penalty: 2923.549561
	Iteration 29Q: 3 clusters Score -997912.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -997915.875000 Penalty: 2923.549561
	Iteration 30Q: 3 clusters Score -997915.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -997920.750000 Penalty: 2923.549561
	Iteration 31Q: 3 clusters Score -997920.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -997921.875000 Penalty: 2923.549561
	Iteration 32Q: 3 clusters Score -997921.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -997923.750000 Penalty: 2923.549561
	Iteration 33Q: 3 clusters Score -997923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -997925.375000 Penalty: 2923.549561
	Iteration 34Q: 3 clusters Score -997925.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -997924.125000 Penalty: 2923.549561
	Iteration 35Q: 3 clusters Score -997924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -997924.750000 Penalty: 2923.549561
	Iteration 36Q: 3 clusters Score -997924.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -997924.750000 Penalty: 2923.549561
	Iteration 37F: 3 clusters Score -997924.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Entering Unmasked Estep 
Score: -6701302.500000 Penalty: 1770.038696
	Iteration 0F: 2 clusters Score -6701302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -6665472.000000 Penalty: 3540.077393
	Iteration 0F: 3 clusters Score -6665472 nChanged 25281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -6679807.500000 Penalty: 3540.077393
	Iteration 1F: 3 clusters Score -6679808 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -6680313.500000 Penalty: 3540.077393
	Iteration 2Q: 3 clusters Score -6680314 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -6680937.000000 Penalty: 3540.077393
	Iteration 3Q: 3 clusters Score -6680937 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -6681884.000000 Penalty: 3540.077393
	Iteration 4Q: 3 clusters Score -6681884 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -6683336.000000 Penalty: 3540.077393
	Iteration 5F: 3 clusters Score -6683336 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -6685628.000000 Penalty: 3540.077393
	Iteration 6F: 3 clusters Score -6685628 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -6688700.000000 Penalty: 3540.077393
	Iteration 7F: 3 clusters Score -6688700 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -6692113.500000 Penalty: 3540.077393
	Iteration 8F: 3 clusters Score -6692114 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -6694715.000000 Penalty: 3540.077393
	Iteration 9F: 3 clusters Score -6694715 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -6696445.000000 Penalty: 3540.077393
	Iteration 10Q: 3 clusters Score -6696445 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -6697546.500000 Penalty: 3540.077393
	Iteration 11Q: 3 clusters Score -6697546 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -6698241.000000 Penalty: 3540.077393
	Iteration 12Q: 3 clusters Score -6698241 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -6698752.500000 Penalty: 3540.077393
	Iteration 13Q: 3 clusters Score -6698752 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -6699086.500000 Penalty: 3540.077393
	Iteration 14Q: 3 clusters Score -6699086 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -6699327.500000 Penalty: 3540.077393
	Iteration 15Q: 3 clusters Score -6699328 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -6699449.000000 Penalty: 3540.077393
	Iteration 16Q: 3 clusters Score -6699449 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -6699517.000000 Penalty: 3540.077393
	Iteration 17Q: 3 clusters Score -6699517 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -6699589.500000 Penalty: 3540.077393
	Iteration 18Q: 3 clusters Score -6699590 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -6699637.500000 Penalty: 3540.077393
	Iteration 19Q: 3 clusters Score -6699638 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -6699683.000000 Penalty: 3540.077393
	Iteration 20F: 3 clusters Score -6699683 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 53364 members 
Entering Unmasked Estep 
Score: -6699701.000000 Penalty: 3540.077393
	Iteration 21Q: 3 clusters Score -6699701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -6699713.000000 Penalty: 3540.077393
	Iteration 22Q: 3 clusters Score -6699713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -6699729.500000 Penalty: 3540.077393
	Iteration 23Q: 3 clusters Score -6699730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -6699751.000000 Penalty: 3540.077393
	Iteration 24Q: 3 clusters Score -6699751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -6699751.000000 Penalty: 3540.077393
	Iteration 25Q: 3 clusters Score -6699751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -6699762.000000 Penalty: 3540.077393
	Iteration 26Q: 3 clusters Score -6699762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -6699758.000000 Penalty: 3540.077393
	Iteration 27Q: 3 clusters Score -6699758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -6699766.500000 Penalty: 3540.077393
	Iteration 28Q: 3 clusters Score -6699766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -6699777.000000 Penalty: 3540.077393
	Iteration 29Q: 3 clusters Score -6699777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -6699782.000000 Penalty: 3540.077393
	Iteration 30Q: 3 clusters Score -6699782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -6699790.000000 Penalty: 3540.077393
	Iteration 31Q: 3 clusters Score -6699790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -6699797.000000 Penalty: 3540.077393
	Iteration 32Q: 3 clusters Score -6699797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
Score: -6699794.000000 Penalty: 3540.077393
	Iteration 33Q: 3 clusters Score -6699794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -6699799.000000 Penalty: 3540.077393
	Iteration 34Q: 3 clusters Score -6699799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -6699799.000000 Penalty: 3540.077393
	Iteration 35Q: 3 clusters Score -6699799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -6699801.000000 Penalty: 3540.077393
	Iteration 36Q: 3 clusters Score -6699801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -6699810.500000 Penalty: 3540.077393
	Iteration 37Q: 3 clusters Score -6699810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -6699815.000000 Penalty: 3540.077393
	Iteration 38Q: 3 clusters Score -6699815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -6699817.500000 Penalty: 3540.077393
	Iteration 39Q: 3 clusters Score -6699818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -6699822.000000 Penalty: 3540.077393
	Iteration 40F: 3 clusters Score -6699822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -6699821.000000 Penalty: 3540.077393
	Iteration 41Q: 3 clusters Score -6699821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -6699822.000000 Penalty: 3540.077393
	Iteration 42Q: 3 clusters Score -6699822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -6699825.500000 Penalty: 3540.077393
	Iteration 43Q: 3 clusters Score -6699826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -6699826.000000 Penalty: 3540.077393
	Iteration 44Q: 3 clusters Score -6699826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -6699833.500000 Penalty: 3540.077393
	Iteration 45Q: 3 clusters Score -6699834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -6699828.000000 Penalty: 3540.077393
	Iteration 46Q: 3 clusters Score -6699828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -6699828.000000 Penalty: 3540.077393
	Iteration 47F: 3 clusters Score -6699828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Entering Unmasked Estep 
Score: -3263433.750000 Penalty: 1652.088379
	Iteration 0F: 2 clusters Score -3263434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -3245923.500000 Penalty: 3304.176758
	Iteration 0F: 3 clusters Score -3245924 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3252485.000000 Penalty: 3304.176758
	Iteration 1F: 3 clusters Score -3252485 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3252776.250000 Penalty: 3304.176758
	Iteration 2Q: 3 clusters Score -3252776 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3253013.000000 Penalty: 3304.176758
	Iteration 3Q: 3 clusters Score -3253013 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3253252.250000 Penalty: 3304.176758
	Iteration 4Q: 3 clusters Score -3253252 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -3253483.500000 Penalty: 3304.176758
	Iteration 5Q: 3 clusters Score -3253484 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3253778.500000 Penalty: 3304.176758
	Iteration 6Q: 3 clusters Score -3253778 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3254177.750000 Penalty: 3304.176758
	Iteration 7Q: 3 clusters Score -3254178 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3254763.500000 Penalty: 3304.176758
	Iteration 8Q: 3 clusters Score -3254764 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -3255625.500000 Penalty: 3304.176758
	Iteration 9F: 3 clusters Score -3255626 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -3256842.750000 Penalty: 3304.176758
	Iteration 10F: 3 clusters Score -3256843 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3258024.500000 Penalty: 3304.176758
	Iteration 11F: 3 clusters Score -3258024 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -3259016.000000 Penalty: 3304.176758
	Iteration 12Q: 3 clusters Score -3259016 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3259695.250000 Penalty: 3304.176758
	Iteration 13Q: 3 clusters Score -3259695 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -3260167.000000 Penalty: 3304.176758
	Iteration 14Q: 3 clusters Score -3260167 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3260529.250000 Penalty: 3304.176758
	Iteration 15Q: 3 clusters Score -3260529 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3260829.250000 Penalty: 3304.176758
	Iteration 16Q: 3 clusters Score -3260829 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -3261033.750000 Penalty: 3304.176758
	Iteration 17Q: 3 clusters Score -3261034 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -3261205.250000 Penalty: 3304.176758
	Iteration 18Q: 3 clusters Score -3261205 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3261335.250000 Penalty: 3304.176758
	Iteration 19Q: 3 clusters Score -3261335 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -3261454.750000 Penalty: 3304.176758
	Iteration 20F: 3 clusters Score -3261455 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3261539.750000 Penalty: 3304.176758
	Iteration 21Q: 3 clusters Score -3261540 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -3261593.000000 Penalty: 3304.176758
	Iteration 22Q: 3 clusters Score -3261593 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3261628.750000 Penalty: 3304.176758
	Iteration 23Q: 3 clusters Score -3261629 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3261656.750000 Penalty: 3304.176758
	Iteration 24Q: 3 clusters Score -3261657 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -3261678.000000 Penalty: 3304.176758
	Iteration 25Q: 3 clusters Score -3261678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -3261695.000000 Penalty: 3304.176758
	Iteration 26Q: 3 clusters Score -3261695 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3261707.250000 Penalty: 3304.176758
	Iteration 27Q: 3 clusters Score -3261707 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3261719.500000 Penalty: 3304.176758
	Iteration 28Q: 3 clusters Score -3261720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -3261724.000000 Penalty: 3304.176758
	Iteration 29Q: 3 clusters Score -3261724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -3261720.500000 Penalty: 3304.176758
	Iteration 30Q: 3 clusters Score -3261720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3261725.000000 Penalty: 3304.176758
	Iteration 31Q: 3 clusters Score -3261725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -3261726.500000 Penalty: 3304.176758
	Iteration 32Q: 3 clusters Score -3261726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -3261730.500000 Penalty: 3304.176758
	Iteration 33Q: 3 clusters Score -3261730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -3261733.000000 Penalty: 3304.176758
	Iteration 34Q: 3 clusters Score -3261733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3261737.750000 Penalty: 3304.176758
	Iteration 35Q: 3 clusters Score -3261738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3261738.000000 Penalty: 3304.176758
	Iteration 36Q: 3 clusters Score -3261738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3261742.750000 Penalty: 3304.176758
	Iteration 37Q: 3 clusters Score -3261743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -3261748.250000 Penalty: 3304.176758
	Iteration 38Q: 3 clusters Score -3261748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3261752.750000 Penalty: 3304.176758
	Iteration 39Q: 3 clusters Score -3261753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -3261754.500000 Penalty: 3304.176758
	Iteration 40F: 3 clusters Score -3261754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3261757.000000 Penalty: 3304.176758
	Iteration 41Q: 3 clusters Score -3261757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3261762.750000 Penalty: 3304.176758
	Iteration 42Q: 3 clusters Score -3261763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3261760.000000 Penalty: 3304.176758
	Iteration 43Q: 3 clusters Score -3261760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -3261766.250000 Penalty: 3304.176758
	Iteration 44Q: 3 clusters Score -3261766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3261771.500000 Penalty: 3304.176758
	Iteration 45Q: 3 clusters Score -3261772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -3261774.000000 Penalty: 3304.176758
	Iteration 46Q: 3 clusters Score -3261774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -3261769.250000 Penalty: 3304.176758
	Iteration 47Q: 3 clusters Score -3261769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -3261774.000000 Penalty: 3304.176758
	Iteration 48Q: 3 clusters Score -3261774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3261770.750000 Penalty: 3304.176758
	Iteration 49Q: 3 clusters Score -3261771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3261772.250000 Penalty: 3304.176758
	Iteration 50Q: 3 clusters Score -3261772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -3261770.500000 Penalty: 3304.176758
	Iteration 51Q: 3 clusters Score -3261770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -3261777.000000 Penalty: 3304.176758
	Iteration 52Q: 3 clusters Score -3261777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3261776.750000 Penalty: 3304.176758
	Iteration 53Q: 3 clusters Score -3261777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -3261774.500000 Penalty: 3304.176758
	Iteration 54Q: 3 clusters Score -3261774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -3261775.250000 Penalty: 3304.176758
	Iteration 55Q: 3 clusters Score -3261775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3261770.500000 Penalty: 3304.176758
	Iteration 56Q: 3 clusters Score -3261770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3261774.750000 Penalty: 3304.176758
	Iteration 57Q: 3 clusters Score -3261775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3261774.500000 Penalty: 3304.176758
	Iteration 58Q: 3 clusters Score -3261774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3261774.500000 Penalty: 3304.176758
	Iteration 59F: 3 clusters Score -3261774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Entering Unmasked Estep 
Score: -5544878.500000 Penalty: 1739.641968
	Iteration 0F: 2 clusters Score -5544878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -5514976.500000 Penalty: 3479.283936
	Iteration 0F: 3 clusters Score -5514976 nChanged 20873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -5526843.500000 Penalty: 3479.283936
	Iteration 1F: 3 clusters Score -5526844 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -5527396.500000 Penalty: 3479.283936
	Iteration 2Q: 3 clusters Score -5527396 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -5528042.500000 Penalty: 3479.283936
	Iteration 3Q: 3 clusters Score -5528042 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -5528848.000000 Penalty: 3479.283936
	Iteration 4Q: 3 clusters Score -5528848 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -5529960.000000 Penalty: 3479.283936
	Iteration 5Q: 3 clusters Score -5529960 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -5531501.000000 Penalty: 3479.283936
	Iteration 6F: 3 clusters Score -5531501 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -5533475.500000 Penalty: 3479.283936
	Iteration 7F: 3 clusters Score -5533476 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -5535645.000000 Penalty: 3479.283936
	Iteration 8F: 3 clusters Score -5535645 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -5537288.000000 Penalty: 3479.283936
	Iteration 9F: 3 clusters Score -5537288 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -5538226.000000 Penalty: 3479.283936
	Iteration 10Q: 3 clusters Score -5538226 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -5538594.000000 Penalty: 3479.283936
	Iteration 11Q: 3 clusters Score -5538594 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -5538863.500000 Penalty: 3479.283936
	Iteration 12Q: 3 clusters Score -5538864 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -5539030.000000 Penalty: 3479.283936
	Iteration 13Q: 3 clusters Score -5539030 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -5539236.000000 Penalty: 3479.283936
	Iteration 14Q: 3 clusters Score -5539236 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -5539405.000000 Penalty: 3479.283936
	Iteration 15Q: 3 clusters Score -5539405 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -5539560.000000 Penalty: 3479.283936
	Iteration 16Q: 3 clusters Score -5539560 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -5539724.500000 Penalty: 3479.283936
	Iteration 17Q: 3 clusters Score -5539724 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -5539836.500000 Penalty: 3479.283936
	Iteration 18Q: 3 clusters Score -5539836 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -5539995.000000 Penalty: 3479.283936
	Iteration 19Q: 3 clusters Score -5539995 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -5540154.000000 Penalty: 3479.283936
	Iteration 20F: 3 clusters Score -5540154 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -5540363.000000 Penalty: 3479.283936
	Iteration 21Q: 3 clusters Score -5540363 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -5540540.500000 Penalty: 3479.283936
	Iteration 22Q: 3 clusters Score -5540540 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -5540777.500000 Penalty: 3479.283936
	Iteration 23Q: 3 clusters Score -5540778 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -5540990.000000 Penalty: 3479.283936
	Iteration 24Q: 3 clusters Score -5540990 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -5541210.500000 Penalty: 3479.283936
	Iteration 25Q: 3 clusters Score -5541210 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -5541436.000000 Penalty: 3479.283936
	Iteration 26Q: 3 clusters Score -5541436 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -5541660.500000 Penalty: 3479.283936
	Iteration 27Q: 3 clusters Score -5541660 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -5541869.000000 Penalty: 3479.283936
	Iteration 28Q: 3 clusters Score -5541869 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -5542079.000000 Penalty: 3479.283936
	Iteration 29Q: 3 clusters Score -5542079 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -5542267.500000 Penalty: 3479.283936
	Iteration 30Q: 3 clusters Score -5542268 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -5542428.000000 Penalty: 3479.283936
	Iteration 31Q: 3 clusters Score -5542428 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -5542599.000000 Penalty: 3479.283936
	Iteration 32Q: 3 clusters Score -5542599 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -5542734.500000 Penalty: 3479.283936
	Iteration 33Q: 3 clusters Score -5542734 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -5542860.500000 Penalty: 3479.283936
	Iteration 34Q: 3 clusters Score -5542860 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -5542960.000000 Penalty: 3479.283936
	Iteration 35Q: 3 clusters Score -5542960 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -5543064.500000 Penalty: 3479.283936
	Iteration 36Q: 3 clusters Score -5543064 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -5543134.000000 Penalty: 3479.283936
	Iteration 37Q: 3 clusters Score -5543134 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -5543179.000000 Penalty: 3479.283936
	Iteration 38Q: 3 clusters Score -5543179 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -5543207.500000 Penalty: 3479.283936
	Iteration 39Q: 3 clusters Score -5543208 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -5543245.000000 Penalty: 3479.283936
	Iteration 40F: 3 clusters Score -5543245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -5543262.000000 Penalty: 3479.283936
	Iteration 41Q: 3 clusters Score -5543262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -5543274.500000 Penalty: 3479.283936
	Iteration 42Q: 3 clusters Score -5543274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -5543287.000000 Penalty: 3479.283936
	Iteration 43Q: 3 clusters Score -5543287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -5543301.000000 Penalty: 3479.283936
	Iteration 44Q: 3 clusters Score -5543301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -5543312.000000 Penalty: 3479.283936
	Iteration 45Q: 3 clusters Score -5543312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -5543313.000000 Penalty: 3479.283936
	Iteration 46Q: 3 clusters Score -5543313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -5543319.500000 Penalty: 3479.283936
	Iteration 47Q: 3 clusters Score -5543320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -5543328.500000 Penalty: 3479.283936
	Iteration 48Q: 3 clusters Score -5543328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -5543340.000000 Penalty: 3479.283936
	Iteration 49Q: 3 clusters Score -5543340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -5543351.000000 Penalty: 3479.283936
	Iteration 50Q: 3 clusters Score -5543351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -5543360.500000 Penalty: 3479.283936
	Iteration 51Q: 3 clusters Score -5543360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -5543368.500000 Penalty: 3479.283936
	Iteration 52Q: 3 clusters Score -5543368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -5543374.000000 Penalty: 3479.283936
	Iteration 53Q: 3 clusters Score -5543374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -5543380.000000 Penalty: 3479.283936
	Iteration 54Q: 3 clusters Score -5543380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -5543382.000000 Penalty: 3479.283936
	Iteration 55Q: 3 clusters Score -5543382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -5543384.500000 Penalty: 3479.283936
	Iteration 56Q: 3 clusters Score -5543384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -5543387.000000 Penalty: 3479.283936
	Iteration 57Q: 3 clusters Score -5543387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -5543388.500000 Penalty: 3479.283936
	Iteration 58Q: 3 clusters Score -5543388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -5543388.500000 Penalty: 3479.283936
	Iteration 59F: 3 clusters Score -5543388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Entering Unmasked Estep 
Score: -610546.062500 Penalty: 1389.947754
	Iteration 0F: 2 clusters Score -610546.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -606437.500000 Penalty: 2779.895508
	Iteration 0F: 3 clusters Score -606437.5 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -607639.562500 Penalty: 2779.895508
	Iteration 1F: 3 clusters Score -607639.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -607870.625000 Penalty: 2779.895508
	Iteration 2F: 3 clusters Score -607870.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -608094.687500 Penalty: 2779.895508
	Iteration 3F: 3 clusters Score -608094.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -608313.500000 Penalty: 2779.895508
	Iteration 4F: 3 clusters Score -608313.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -608536.375000 Penalty: 2779.895508
	Iteration 5F: 3 clusters Score -608536.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -608760.062500 Penalty: 2779.895508
	Iteration 6F: 3 clusters Score -608760.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -608956.187500 Penalty: 2779.895508
	Iteration 7Q: 3 clusters Score -608956.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -609180.375000 Penalty: 2779.895508
	Iteration 8Q: 3 clusters Score -609180.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -609362.500000 Penalty: 2779.895508
	Iteration 9Q: 3 clusters Score -609362.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -609513.625000 Penalty: 2779.895508
	Iteration 10Q: 3 clusters Score -609513.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -609617.437500 Penalty: 2779.895508
	Iteration 11Q: 3 clusters Score -609617.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -609667.000000 Penalty: 2779.895508
	Iteration 12Q: 3 clusters Score -609667 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -609695.875000 Penalty: 2779.895508
	Iteration 13Q: 3 clusters Score -609695.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -609711.750000 Penalty: 2779.895508
	Iteration 14Q: 3 clusters Score -609711.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -609718.312500 Penalty: 2779.895508
	Iteration 15Q: 3 clusters Score -609718.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -609721.312500 Penalty: 2779.895508
	Iteration 16Q: 3 clusters Score -609721.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -609722.375000 Penalty: 2779.895508
	Iteration 17Q: 3 clusters Score -609722.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -609723.312500 Penalty: 2779.895508
	Iteration 18Q: 3 clusters Score -609723.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -609723.750000 Penalty: 2779.895508
	Iteration 19Q: 3 clusters Score -609723.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -609727.062500 Penalty: 2779.895508
	Iteration 20F: 3 clusters Score -609727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -609728.562500 Penalty: 2779.895508
	Iteration 21Q: 3 clusters Score -609728.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -609729.562500 Penalty: 2779.895508
	Iteration 22Q: 3 clusters Score -609729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -609730.812500 Penalty: 2779.895508
	Iteration 23Q: 3 clusters Score -609730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -609730.437500 Penalty: 2779.895508
	Iteration 24Q: 3 clusters Score -609730.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -609732.750000 Penalty: 2779.895508
	Iteration 25Q: 3 clusters Score -609732.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -609734.375000 Penalty: 2779.895508
	Iteration 26Q: 3 clusters Score -609734.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -609734.500000 Penalty: 2779.895508
	Iteration 27Q: 3 clusters Score -609734.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -609734.500000 Penalty: 2779.895508
	Iteration 28F: 3 clusters Score -609734.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70991 members 
Entering Unmasked Estep 
Score: -8845809.000000 Penalty: 1815.175049
	Iteration 0F: 2 clusters Score -8845809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -8799757.000000 Penalty: 3630.350098
	Iteration 0F: 3 clusters Score -8799757 nChanged 33570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -8818885.000000 Penalty: 3630.350098
	Iteration 1F: 3 clusters Score -8818885 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -8819579.000000 Penalty: 3630.350098
	Iteration 2Q: 3 clusters Score -8819579 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -8820285.000000 Penalty: 3630.350098
	Iteration 3Q: 3 clusters Score -8820285 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -8821260.000000 Penalty: 3630.350098
	Iteration 4Q: 3 clusters Score -8821260 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -8822864.000000 Penalty: 3630.350098
	Iteration 5Q: 3 clusters Score -8822864 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -8825485.000000 Penalty: 3630.350098
	Iteration 6F: 3 clusters Score -8825485 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -8829365.000000 Penalty: 3630.350098
	Iteration 7F: 3 clusters Score -8829365 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -8833813.000000 Penalty: 3630.350098
	Iteration 8F: 3 clusters Score -8833813 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -8837984.000000 Penalty: 3630.350098
	Iteration 9F: 3 clusters Score -8837984 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -8840779.000000 Penalty: 3630.350098
	Iteration 10Q: 3 clusters Score -8840779 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -8842355.000000 Penalty: 3630.350098
	Iteration 11Q: 3 clusters Score -8842355 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -8843167.000000 Penalty: 3630.350098
	Iteration 12Q: 3 clusters Score -8843167 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69213 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8843532.000000 Penalty: 3630.350098
	Iteration 13Q: 3 clusters Score -8843532 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69518 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8843734.000000 Penalty: 3630.350098
	Iteration 14Q: 3 clusters Score -8843734 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8843876.000000 Penalty: 3630.350098
	Iteration 15Q: 3 clusters Score -8843876 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8843955.000000 Penalty: 3630.350098
	Iteration 16Q: 3 clusters Score -8843955 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69985 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8844021.000000 Penalty: 3630.350098
	Iteration 17Q: 3 clusters Score -8844021 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70072 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8844112.000000 Penalty: 3630.350098
	Iteration 18Q: 3 clusters Score -8844112 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8844128.000000 Penalty: 3630.350098
	Iteration 19Q: 3 clusters Score -8844128 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70181 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8844161.000000 Penalty: 3630.350098
	Iteration 20F: 3 clusters Score -8844161 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8844177.000000 Penalty: 3630.350098
	Iteration 21Q: 3 clusters Score -8844177 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70248 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8844196.000000 Penalty: 3630.350098
	Iteration 22Q: 3 clusters Score -8844196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8844204.000000 Penalty: 3630.350098
	Iteration 23Q: 3 clusters Score -8844204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8844215.000000 Penalty: 3630.350098
	Iteration 24Q: 3 clusters Score -8844215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8844240.000000 Penalty: 3630.350098
	Iteration 25Q: 3 clusters Score -8844240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70313 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8844236.000000 Penalty: 3630.350098
	Iteration 26Q: 3 clusters Score -8844236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8844239.000000 Penalty: 3630.350098
	Iteration 27Q: 3 clusters Score -8844239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8844245.000000 Penalty: 3630.350098
	Iteration 28Q: 3 clusters Score -8844245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70354 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8844257.000000 Penalty: 3630.350098
	Iteration 29Q: 3 clusters Score -8844257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8844268.000000 Penalty: 3630.350098
	Iteration 30Q: 3 clusters Score -8844268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70386 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8844287.000000 Penalty: 3630.350098
	Iteration 31Q: 3 clusters Score -8844287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70396 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8844291.000000 Penalty: 3630.350098
	Iteration 32Q: 3 clusters Score -8844291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70403 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8844299.000000 Penalty: 3630.350098
	Iteration 33Q: 3 clusters Score -8844299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70411 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8844307.000000 Penalty: 3630.350098
	Iteration 34Q: 3 clusters Score -8844307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8844310.000000 Penalty: 3630.350098
	Iteration 35Q: 3 clusters Score -8844310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70418 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8844311.000000 Penalty: 3630.350098
	Iteration 36Q: 3 clusters Score -8844311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70421 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8844316.000000 Penalty: 3630.350098
	Iteration 37Q: 3 clusters Score -8844316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8844320.000000 Penalty: 3630.350098
	Iteration 38Q: 3 clusters Score -8844320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70424 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8844323.000000 Penalty: 3630.350098
	Iteration 39Q: 3 clusters Score -8844323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70424 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8844319.000000 Penalty: 3630.350098
	Iteration 40F: 3 clusters Score -8844319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (85220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85220 members 
Entering Unmasked Estep 
Score: -10588566.000000 Penalty: 1844.861084
	Iteration 0F: 2 clusters Score -1.058857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -10535112.000000 Penalty: 3689.722168
	Iteration 0F: 3 clusters Score -1.053511e+07 nChanged 40530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -10558694.000000 Penalty: 3689.722168
	Iteration 1F: 3 clusters Score -1.055869e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -10559264.000000 Penalty: 3689.722168
	Iteration 2Q: 3 clusters Score -1.055926e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -10560232.000000 Penalty: 3689.722168
	Iteration 3Q: 3 clusters Score -1.056023e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -10561475.000000 Penalty: 3689.722168
	Iteration 4Q: 3 clusters Score -1.056148e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -10563208.000000 Penalty: 3689.722168
	Iteration 5Q: 3 clusters Score -1.056321e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -10565632.000000 Penalty: 3689.722168
	Iteration 6Q: 3 clusters Score -1.056563e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -10569065.000000 Penalty: 3689.722168
	Iteration 7F: 3 clusters Score -1.056906e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48611 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -10573653.000000 Penalty: 3689.722168
	Iteration 8F: 3 clusters Score -1.057365e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -10577596.000000 Penalty: 3689.722168
	Iteration 9F: 3 clusters Score -1.05776e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -10579431.000000 Penalty: 3689.722168
	Iteration 10Q: 3 clusters Score -1.057943e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -10579983.000000 Penalty: 3689.722168
	Iteration 11Q: 3 clusters Score -1.057998e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -10580244.000000 Penalty: 3689.722168
	Iteration 12Q: 3 clusters Score -1.058024e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -10580461.000000 Penalty: 3689.722168
	Iteration 13Q: 3 clusters Score -1.058046e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -10580702.000000 Penalty: 3689.722168
	Iteration 14Q: 3 clusters Score -1.05807e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -10580835.000000 Penalty: 3689.722168
	Iteration 15Q: 3 clusters Score -1.058084e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -10580966.000000 Penalty: 3689.722168
	Iteration 16Q: 3 clusters Score -1.058097e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -10581189.000000 Penalty: 3689.722168
	Iteration 17Q: 3 clusters Score -1.058119e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -10581430.000000 Penalty: 3689.722168
	Iteration 18Q: 3 clusters Score -1.058143e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -10581632.000000 Penalty: 3689.722168
	Iteration 19Q: 3 clusters Score -1.058163e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -10581818.000000 Penalty: 3689.722168
	Iteration 20F: 3 clusters Score -1.058182e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -10581980.000000 Penalty: 3689.722168
	Iteration 21Q: 3 clusters Score -1.058198e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -10582145.000000 Penalty: 3689.722168
	Iteration 22Q: 3 clusters Score -1.058214e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -10582379.000000 Penalty: 3689.722168
	Iteration 23Q: 3 clusters Score -1.058238e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -10582578.000000 Penalty: 3689.722168
	Iteration 24Q: 3 clusters Score -1.058258e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -10582762.000000 Penalty: 3689.722168
	Iteration 25Q: 3 clusters Score -1.058276e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -10582907.000000 Penalty: 3689.722168
	Iteration 26Q: 3 clusters Score -1.058291e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -10583090.000000 Penalty: 3689.722168
	Iteration 27Q: 3 clusters Score -1.058309e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -10583237.000000 Penalty: 3689.722168
	Iteration 28Q: 3 clusters Score -1.058324e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -10583340.000000 Penalty: 3689.722168
	Iteration 29Q: 3 clusters Score -1.058334e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -10583408.000000 Penalty: 3689.722168
	Iteration 30Q: 3 clusters Score -1.058341e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -10583477.000000 Penalty: 3689.722168
	Iteration 31Q: 3 clusters Score -1.058348e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -10583546.000000 Penalty: 3689.722168
	Iteration 32Q: 3 clusters Score -1.058355e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -10583627.000000 Penalty: 3689.722168
	Iteration 33Q: 3 clusters Score -1.058363e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -10583749.000000 Penalty: 3689.722168
	Iteration 34Q: 3 clusters Score -1.058375e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -10583849.000000 Penalty: 3689.722168
	Iteration 35Q: 3 clusters Score -1.058385e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -10583938.000000 Penalty: 3689.722168
	Iteration 36Q: 3 clusters Score -1.058394e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -10584082.000000 Penalty: 3689.722168
	Iteration 37Q: 3 clusters Score -1.058408e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -10584191.000000 Penalty: 3689.722168
	Iteration 38Q: 3 clusters Score -1.058419e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -10584273.000000 Penalty: 3689.722168
	Iteration 39Q: 3 clusters Score -1.058427e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -10584338.000000 Penalty: 3689.722168
	Iteration 40F: 3 clusters Score -1.058434e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -10584455.000000 Penalty: 3689.722168
	Iteration 41Q: 3 clusters Score -1.058446e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -10584533.000000 Penalty: 3689.722168
	Iteration 42Q: 3 clusters Score -1.058453e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -10584547.000000 Penalty: 3689.722168
	Iteration 43Q: 3 clusters Score -1.058455e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -10584565.000000 Penalty: 3689.722168
	Iteration 44Q: 3 clusters Score -1.058456e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -10584629.000000 Penalty: 3689.722168
	Iteration 45Q: 3 clusters Score -1.058463e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -10584633.000000 Penalty: 3689.722168
	Iteration 46Q: 3 clusters Score -1.058463e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -10584685.000000 Penalty: 3689.722168
	Iteration 47Q: 3 clusters Score -1.058468e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -10584775.000000 Penalty: 3689.722168
	Iteration 48Q: 3 clusters Score -1.058478e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -10584787.000000 Penalty: 3689.722168
	Iteration 49Q: 3 clusters Score -1.058479e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -10584851.000000 Penalty: 3689.722168
	Iteration 50Q: 3 clusters Score -1.058485e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -10584835.000000 Penalty: 3689.722168
	Iteration 51Q: 3 clusters Score -1.058484e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -10584854.000000 Penalty: 3689.722168
	Iteration 52Q: 3 clusters Score -1.058485e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -10584882.000000 Penalty: 3689.722168
	Iteration 53Q: 3 clusters Score -1.058488e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 58280 members 
Entering Unmasked Estep 
Score: -10584934.000000 Penalty: 3689.722168
	Iteration 54Q: 3 clusters Score -1.058493e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -10584947.000000 Penalty: 3689.722168
	Iteration 55Q: 3 clusters Score -1.058495e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -10584963.000000 Penalty: 3689.722168
	Iteration 56Q: 3 clusters Score -1.058496e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -10584972.000000 Penalty: 3689.722168
	Iteration 57Q: 3 clusters Score -1.058497e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -10584955.000000 Penalty: 3689.722168
	Iteration 58Q: 3 clusters Score -1.058496e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 61300 members 
Entering Unmasked Estep 
Score: -10585031.000000 Penalty: 3689.722168
	Iteration 59Q: 3 clusters Score -1.058503e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
Score: -10585026.000000 Penalty: 3689.722168
	Iteration 60F: 3 clusters Score -1.058503e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 62496 members 
Entering Unmasked Estep 
Score: -10585086.000000 Penalty: 3689.722168
	Iteration 61Q: 3 clusters Score -1.058509e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -10585068.000000 Penalty: 3689.722168
	Iteration 62Q: 3 clusters Score -1.058507e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -10585096.000000 Penalty: 3689.722168
	Iteration 63Q: 3 clusters Score -1.05851e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 64250 members 
Entering Unmasked Estep 
Score: -10585151.000000 Penalty: 3689.722168
	Iteration 64Q: 3 clusters Score -1.058515e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -10585157.000000 Penalty: 3689.722168
	Iteration 65Q: 3 clusters Score -1.058516e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -10585166.000000 Penalty: 3689.722168
	Iteration 66Q: 3 clusters Score -1.058517e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 65999 members 
Entering Unmasked Estep 
Score: -10585233.000000 Penalty: 3689.722168
	Iteration 67Q: 3 clusters Score -1.058523e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -10585243.000000 Penalty: 3689.722168
	Iteration 68Q: 3 clusters Score -1.058524e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -10585312.000000 Penalty: 3689.722168
	Iteration 69Q: 3 clusters Score -1.058531e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 67641 members 
Entering Unmasked Estep 
Score: -10585354.000000 Penalty: 3689.722168
	Iteration 70Q: 3 clusters Score -1.058535e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -10585433.000000 Penalty: 3689.722168
	Iteration 71Q: 3 clusters Score -1.058543e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 68786 members 
Entering Unmasked Estep 
Score: -10585478.000000 Penalty: 3689.722168
	Iteration 72Q: 3 clusters Score -1.058548e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -10585485.000000 Penalty: 3689.722168
	Iteration 73Q: 3 clusters Score -1.058548e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -10585530.000000 Penalty: 3689.722168
	Iteration 74Q: 3 clusters Score -1.058553e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 70266 members 
Entering Unmasked Estep 
Score: -10585575.000000 Penalty: 3689.722168
	Iteration 75Q: 3 clusters Score -1.058558e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 70721 members 
Entering Unmasked Estep 
Score: -10585606.000000 Penalty: 3689.722168
	Iteration 76Q: 3 clusters Score -1.058561e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 71165 members 
Entering Unmasked Estep 
Score: -10585621.000000 Penalty: 3689.722168
	Iteration 77Q: 3 clusters Score -1.058562e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 71608 members 
Entering Unmasked Estep 
Score: -10585674.000000 Penalty: 3689.722168
	Iteration 78Q: 3 clusters Score -1.058567e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
Score: -10585712.000000 Penalty: 3689.722168
	Iteration 79Q: 3 clusters Score -1.058571e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 72526 members 
Entering Unmasked Estep 
Score: -10585761.000000 Penalty: 3689.722168
	Iteration 80F: 3 clusters Score -1.058576e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 73007 members 
Entering Unmasked Estep 
Score: -10585805.000000 Penalty: 3689.722168
	Iteration 81Q: 3 clusters Score -1.05858e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 73473 members 
Entering Unmasked Estep 
Score: -10585923.000000 Penalty: 3689.722168
	Iteration 82Q: 3 clusters Score -1.058592e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 73983 members 
Entering Unmasked Estep 
Score: -10586027.000000 Penalty: 3689.722168
	Iteration 83Q: 3 clusters Score -1.058603e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 74480 members 
Entering Unmasked Estep 
Score: -10586048.000000 Penalty: 3689.722168
	Iteration 84Q: 3 clusters Score -1.058605e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 74973 members 
Entering Unmasked Estep 
Score: -10586114.000000 Penalty: 3689.722168
	Iteration 85Q: 3 clusters Score -1.058611e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 75484 members 
Entering Unmasked Estep 
Score: -10586175.000000 Penalty: 3689.722168
	Iteration 86Q: 3 clusters Score -1.058618e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 76003 members 
Entering Unmasked Estep 
Score: -10586254.000000 Penalty: 3689.722168
	Iteration 87Q: 3 clusters Score -1.058625e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 76487 members 
Entering Unmasked Estep 
Score: -10586317.000000 Penalty: 3689.722168
	Iteration 88Q: 3 clusters Score -1.058632e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 76954 members 
Entering Unmasked Estep 
Score: -10586417.000000 Penalty: 3689.722168
	Iteration 89Q: 3 clusters Score -1.058642e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 77422 members 
Entering Unmasked Estep 
Score: -10586487.000000 Penalty: 3689.722168
	Iteration 90Q: 3 clusters Score -1.058649e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 77885 members 
Entering Unmasked Estep 
Score: -10586576.000000 Penalty: 3689.722168
	Iteration 91Q: 3 clusters Score -1.058658e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -10586660.000000 Penalty: 3689.722168
	Iteration 92Q: 3 clusters Score -1.058666e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 78802 members 
Entering Unmasked Estep 
Score: -10586740.000000 Penalty: 3689.722168
	Iteration 93Q: 3 clusters Score -1.058674e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 79236 members 
Entering Unmasked Estep 
Score: -10586809.000000 Penalty: 3689.722168
	Iteration 94Q: 3 clusters Score -1.058681e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 79697 members 
Entering Unmasked Estep 
Score: -10586891.000000 Penalty: 3689.722168
	Iteration 95Q: 3 clusters Score -1.058689e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -10586973.000000 Penalty: 3689.722168
	Iteration 96Q: 3 clusters Score -1.058697e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 80541 members 
Entering Unmasked Estep 
Score: -10586995.000000 Penalty: 3689.722168
	Iteration 97Q: 3 clusters Score -1.0587e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 80950 members 
Entering Unmasked Estep 
Score: -10587015.000000 Penalty: 3689.722168
	Iteration 98Q: 3 clusters Score -1.058702e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 81320 members 
Entering Unmasked Estep 
Score: -10587052.000000 Penalty: 3689.722168
	Iteration 99Q: 3 clusters Score -1.058705e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 81680 members 
Entering Unmasked Estep 
Score: -10587051.000000 Penalty: 3689.722168
	Iteration 100F: 3 clusters Score -1.058705e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -10587112.000000 Penalty: 3689.722168
	Iteration 101Q: 3 clusters Score -1.058711e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -10587143.000000 Penalty: 3689.722168
	Iteration 102Q: 3 clusters Score -1.058714e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 82634 members 
Entering Unmasked Estep 
Score: -10587186.000000 Penalty: 3689.722168
	Iteration 103Q: 3 clusters Score -1.058719e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 82904 members 
Entering Unmasked Estep 
Score: -10587185.000000 Penalty: 3689.722168
	Iteration 104Q: 3 clusters Score -1.058718e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -10587188.000000 Penalty: 3689.722168
	Iteration 105Q: 3 clusters Score -1.058719e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
Score: -10587209.000000 Penalty: 3689.722168
	Iteration 106Q: 3 clusters Score -1.058721e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 83523 members 
Entering Unmasked Estep 
Score: -10587210.000000 Penalty: 3689.722168
	Iteration 107Q: 3 clusters Score -1.058721e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 83662 members 
Entering Unmasked Estep 
Score: -10587233.000000 Penalty: 3689.722168
	Iteration 108Q: 3 clusters Score -1.058723e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 83779 members 
Entering Unmasked Estep 
Score: -10587234.000000 Penalty: 3689.722168
	Iteration 109Q: 3 clusters Score -1.058723e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -10587233.000000 Penalty: 3689.722168
	Iteration 110Q: 3 clusters Score -1.058723e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 83954 members 
Entering Unmasked Estep 
Score: -10587235.000000 Penalty: 3689.722168
	Iteration 111Q: 3 clusters Score -1.058724e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -10587256.000000 Penalty: 3689.722168
	Iteration 112Q: 3 clusters Score -1.058726e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 84075 members 
Entering Unmasked Estep 
Score: -10587249.000000 Penalty: 3689.722168
	Iteration 113Q: 3 clusters Score -1.058725e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -10587245.000000 Penalty: 3689.722168
	Iteration 114Q: 3 clusters Score -1.058724e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 84178 members 
Entering Unmasked Estep 
Score: -10587224.000000 Penalty: 3689.722168
	Iteration 115Q: 3 clusters Score -1.058722e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 84216 members 
Entering Unmasked Estep 
Score: -10587212.000000 Penalty: 3689.722168
	Iteration 116Q: 3 clusters Score -1.058721e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 84258 members 
Entering Unmasked Estep 
Score: -10587209.000000 Penalty: 3689.722168
	Iteration 117Q: 3 clusters Score -1.058721e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 84293 members 
Entering Unmasked Estep 
Score: -10587201.000000 Penalty: 3689.722168
	Iteration 118Q: 3 clusters Score -1.05872e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -10587206.000000 Penalty: 3689.722168
	Iteration 119Q: 3 clusters Score -1.058721e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -10587220.000000 Penalty: 3689.722168
	Iteration 120F: 3 clusters Score -1.058722e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 84383 members 
Entering Unmasked Estep 
Score: -10587215.000000 Penalty: 3689.722168
	Iteration 121Q: 3 clusters Score -1.058722e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -10587228.000000 Penalty: 3689.722168
	Iteration 122Q: 3 clusters Score -1.058723e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 84424 members 
Entering Unmasked Estep 
Score: -10587230.000000 Penalty: 3689.722168
	Iteration 123Q: 3 clusters Score -1.058723e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 84449 members 
Entering Unmasked Estep 
Score: -10587236.000000 Penalty: 3689.722168
	Iteration 124Q: 3 clusters Score -1.058724e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -10587234.000000 Penalty: 3689.722168
	Iteration 125Q: 3 clusters Score -1.058723e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 84488 members 
Entering Unmasked Estep 
Score: -10587247.000000 Penalty: 3689.722168
	Iteration 126Q: 3 clusters Score -1.058725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 84507 members 
Entering Unmasked Estep 
Score: -10587249.000000 Penalty: 3689.722168
	Iteration 127Q: 3 clusters Score -1.058725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 84524 members 
Entering Unmasked Estep 
Score: -10587237.000000 Penalty: 3689.722168
	Iteration 128Q: 3 clusters Score -1.058724e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 84543 members 
Entering Unmasked Estep 
Score: -10587254.000000 Penalty: 3689.722168
	Iteration 129Q: 3 clusters Score -1.058725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 84552 members 
Entering Unmasked Estep 
Score: -10587261.000000 Penalty: 3689.722168
	Iteration 130Q: 3 clusters Score -1.058726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 84561 members 
Entering Unmasked Estep 
Score: -10587254.000000 Penalty: 3689.722168
	Iteration 131Q: 3 clusters Score -1.058725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 84571 members 
Entering Unmasked Estep 
Score: -10587258.000000 Penalty: 3689.722168
	Iteration 132Q: 3 clusters Score -1.058726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 84581 members 
Entering Unmasked Estep 
Score: -10587256.000000 Penalty: 3689.722168
	Iteration 133Q: 3 clusters Score -1.058726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 84594 members 
Entering Unmasked Estep 
Score: -10587263.000000 Penalty: 3689.722168
	Iteration 134Q: 3 clusters Score -1.058726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -10587254.000000 Penalty: 3689.722168
	Iteration 135Q: 3 clusters Score -1.058725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 84619 members 
Entering Unmasked Estep 
Score: -10587260.000000 Penalty: 3689.722168
	Iteration 136Q: 3 clusters Score -1.058726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 84627 members 
Entering Unmasked Estep 
Score: -10587249.000000 Penalty: 3689.722168
	Iteration 137Q: 3 clusters Score -1.058725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 84633 members 
Entering Unmasked Estep 
Score: -10587251.000000 Penalty: 3689.722168
	Iteration 138Q: 3 clusters Score -1.058725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 84638 members 
Entering Unmasked Estep 
Score: -10587251.000000 Penalty: 3689.722168
	Iteration 139Q: 3 clusters Score -1.058725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 84641 members 
Entering Unmasked Estep 
Score: -10587244.000000 Penalty: 3689.722168
	Iteration 140F: 3 clusters Score -1.058724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 84643 members 
Entering Unmasked Estep 
Score: -10587254.000000 Penalty: 3689.722168
	Iteration 141Q: 3 clusters Score -1.058725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 84645 members 
Entering Unmasked Estep 
Score: -10587255.000000 Penalty: 3689.722168
	Iteration 142Q: 3 clusters Score -1.058726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 84644 members 
Entering Unmasked Estep 
Score: -10587265.000000 Penalty: 3689.722168
	Iteration 143Q: 3 clusters Score -1.058726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 84645 members 
Entering Unmasked Estep 
Score: -10587261.000000 Penalty: 3689.722168
	Iteration 144Q: 3 clusters Score -1.058726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 84645 members 
Entering Unmasked Estep 
Score: -10587261.000000 Penalty: 3689.722168
	Iteration 145F: 3 clusters Score -1.058726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 76716 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 27907 members 
Mstep: Class 5 contains 54856 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 30096 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 60499 members 
Mstep: Class 12 contains 8067 members 
Mstep: Class 13 contains 53774 members 
Mstep: Class 14 contains 26022 members 
Mstep: Class 15 contains 44600 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 70991 members 
Mstep: Class 21 contains 85220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584928.000000 Penalty: 39018.101562
Iteration 199Q: 19 clusters Score -7.558493e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 76732 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 27547 members 
Mstep: Class 5 contains 54927 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 34591 members 
Mstep: Class 9 contains 30074 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 60510 members 
Mstep: Class 12 contains 8058 members 
Mstep: Class 13 contains 53798 members 
Mstep: Class 14 contains 26117 members 
Mstep: Class 15 contains 44608 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 71007 members 
Mstep: Class 21 contains 85339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584832.000000 Penalty: 39018.101562
Iteration 200F: 19 clusters Score -7.558483e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 76765 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 27173 members 
Mstep: Class 5 contains 54984 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 34612 members 
Mstep: Class 9 contains 30039 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 60549 members 
Mstep: Class 12 contains 8050 members 
Mstep: Class 13 contains 53816 members 
Mstep: Class 14 contains 26204 members 
Mstep: Class 15 contains 44625 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 71001 members 
Mstep: Class 21 contains 85487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584880.000000 Penalty: 39018.101562
Iteration 201Q: 19 clusters Score -7.558488e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 76800 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 26802 members 
Mstep: Class 5 contains 55045 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34646 members 
Mstep: Class 9 contains 30007 members 
Mstep: Class 10 contains 2062 members 
Mstep: Class 11 contains 60558 members 
Mstep: Class 12 contains 8033 members 
Mstep: Class 13 contains 53829 members 
Mstep: Class 14 contains 26296 members 
Mstep: Class 15 contains 44628 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 71001 members 
Mstep: Class 21 contains 85651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585032.000000 Penalty: 39018.101562
Iteration 202Q: 19 clusters Score -7.558503e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 76830 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 26413 members 
Mstep: Class 5 contains 55110 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34673 members 
Mstep: Class 9 contains 29972 members 
Mstep: Class 10 contains 2063 members 
Mstep: Class 11 contains 60583 members 
Mstep: Class 12 contains 8023 members 
Mstep: Class 13 contains 53844 members 
Mstep: Class 14 contains 26402 members 
Mstep: Class 15 contains 44633 members 
Mstep: Class 18 contains 5184 members 
Mstep: Class 19 contains 70991 members 
Mstep: Class 21 contains 85827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584976.000000 Penalty: 39018.101562
Iteration 203Q: 19 clusters Score -7.558498e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 76870 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 26038 members 
Mstep: Class 5 contains 55167 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34716 members 
Mstep: Class 9 contains 29942 members 
Mstep: Class 10 contains 2063 members 
Mstep: Class 11 contains 60580 members 
Mstep: Class 12 contains 8009 members 
Mstep: Class 13 contains 53861 members 
Mstep: Class 14 contains 26523 members 
Mstep: Class 15 contains 44645 members 
Mstep: Class 18 contains 5182 members 
Mstep: Class 19 contains 70981 members 
Mstep: Class 21 contains 85971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584992.000000 Penalty: 39018.101562
Iteration 204Q: 19 clusters Score -7.558499e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 76918 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 25632 members 
Mstep: Class 5 contains 55250 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 34770 members 
Mstep: Class 9 contains 29902 members 
Mstep: Class 10 contains 2060 members 
Mstep: Class 11 contains 60577 members 
Mstep: Class 12 contains 7997 members 
Mstep: Class 13 contains 53887 members 
Mstep: Class 14 contains 26635 members 
Mstep: Class 15 contains 44655 members 
Mstep: Class 18 contains 5182 members 
Mstep: Class 19 contains 70965 members 
Mstep: Class 21 contains 86123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584984.000000 Penalty: 39018.101562
Iteration 205Q: 19 clusters Score -7.558498e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 76964 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 25193 members 
Mstep: Class 5 contains 55311 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34840 members 
Mstep: Class 9 contains 29873 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 60600 members 
Mstep: Class 12 contains 7990 members 
Mstep: Class 13 contains 53885 members 
Mstep: Class 14 contains 26744 members 
Mstep: Class 15 contains 44662 members 
Mstep: Class 18 contains 5183 members 
Mstep: Class 19 contains 70951 members 
Mstep: Class 21 contains 86295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585112.000000 Penalty: 39018.101562
Iteration 206Q: 19 clusters Score -7.558511e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 77003 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 24733 members 
Mstep: Class 5 contains 55379 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34910 members 
Mstep: Class 9 contains 29821 members 
Mstep: Class 10 contains 2054 members 
Mstep: Class 11 contains 60631 members 
Mstep: Class 12 contains 7985 members 
Mstep: Class 13 contains 53878 members 
Mstep: Class 14 contains 26848 members 
Mstep: Class 15 contains 44665 members 
Mstep: Class 18 contains 5182 members 
Mstep: Class 19 contains 70940 members 
Mstep: Class 21 contains 86520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585272.000000 Penalty: 39018.101562
Iteration 207Q: 19 clusters Score -7.558527e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 77043 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 24226 members 
Mstep: Class 5 contains 55429 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 34974 members 
Mstep: Class 9 contains 29779 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 60650 members 
Mstep: Class 12 contains 7977 members 
Mstep: Class 13 contains 53881 members 
Mstep: Class 14 contains 26946 members 
Mstep: Class 15 contains 44665 members 
Mstep: Class 18 contains 5182 members 
Mstep: Class 19 contains 70937 members 
Mstep: Class 21 contains 86811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585520.000000 Penalty: 39018.101562
Iteration 208Q: 19 clusters Score -7.558552e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 77078 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 23727 members 
Mstep: Class 5 contains 55479 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 35041 members 
Mstep: Class 9 contains 29709 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 7965 members 
Mstep: Class 13 contains 53876 members 
Mstep: Class 14 contains 27022 members 
Mstep: Class 15 contains 44678 members 
Mstep: Class 18 contains 5180 members 
Mstep: Class 19 contains 70949 members 
Mstep: Class 21 contains 87143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585472.000000 Penalty: 39018.101562
Iteration 209Q: 19 clusters Score -7.558547e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 77133 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 23145 members 
Mstep: Class 5 contains 55545 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 35107 members 
Mstep: Class 9 contains 29674 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 60700 members 
Mstep: Class 12 contains 7952 members 
Mstep: Class 13 contains 53887 members 
Mstep: Class 14 contains 27109 members 
Mstep: Class 15 contains 44710 members 
Mstep: Class 18 contains 5177 members 
Mstep: Class 19 contains 70957 members 
Mstep: Class 21 contains 87427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585552.000000 Penalty: 39018.101562
Iteration 210Q: 19 clusters Score -7.558555e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 77181 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 22530 members 
Mstep: Class 5 contains 55638 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 35186 members 
Mstep: Class 9 contains 29632 members 
Mstep: Class 10 contains 2053 members 
Mstep: Class 11 contains 60755 members 
Mstep: Class 12 contains 7950 members 
Mstep: Class 13 contains 53896 members 
Mstep: Class 14 contains 27187 members 
Mstep: Class 15 contains 44735 members 
Mstep: Class 18 contains 5175 members 
Mstep: Class 19 contains 70956 members 
Mstep: Class 21 contains 87718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585816.000000 Penalty: 39018.101562
Iteration 211Q: 19 clusters Score -7.558582e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 77247 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 21923 members 
Mstep: Class 5 contains 55724 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 35265 members 
Mstep: Class 9 contains 29584 members 
Mstep: Class 10 contains 2048 members 
Mstep: Class 11 contains 60807 members 
Mstep: Class 12 contains 7941 members 
Mstep: Class 13 contains 53883 members 
Mstep: Class 14 contains 27271 members 
Mstep: Class 15 contains 44750 members 
Mstep: Class 18 contains 5168 members 
Mstep: Class 19 contains 70962 members 
Mstep: Class 21 contains 88033 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 212Q: 19 clusters Score -7.558601e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 77286 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 21293 members 
Mstep: Class 5 contains 55791 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 35336 members 
Mstep: Class 9 contains 29543 members 
Mstep: Class 10 contains 2045 members 
Mstep: Class 11 contains 60863 members 
Mstep: Class 12 contains 7933 members 
Mstep: Class 13 contains 53872 members 
Mstep: Class 14 contains 27350 members 
Mstep: Class 15 contains 44747 members 
Mstep: Class 18 contains 5161 members 
Mstep: Class 19 contains 70952 members 
Mstep: Class 21 contains 88457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586176.000000 Penalty: 39018.101562
Iteration 213Q: 19 clusters Score -7.558618e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 77337 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 20667 members 
Mstep: Class 5 contains 55844 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 35400 members 
Mstep: Class 9 contains 29503 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 60873 members 
Mstep: Class 12 contains 7924 members 
Mstep: Class 13 contains 53830 members 
Mstep: Class 14 contains 27413 members 
Mstep: Class 15 contains 44758 members 
Mstep: Class 18 contains 5156 members 
Mstep: Class 19 contains 70925 members 
Mstep: Class 21 contains 89010 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 214Q: 19 clusters Score -7.55867e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 77382 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 20018 members 
Mstep: Class 5 contains 55884 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 35451 members 
Mstep: Class 9 contains 29468 members 
Mstep: Class 10 contains 2048 members 
Mstep: Class 11 contains 60841 members 
Mstep: Class 12 contains 7914 members 
Mstep: Class 13 contains 53777 members 
Mstep: Class 14 contains 27468 members 
Mstep: Class 15 contains 44780 members 
Mstep: Class 18 contains 5152 members 
Mstep: Class 19 contains 70870 members 
Mstep: Class 21 contains 89701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587192.000000 Penalty: 39018.101562
Iteration 215Q: 19 clusters Score -7.558719e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 77425 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 19370 members 
Mstep: Class 5 contains 55903 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 35483 members 
Mstep: Class 9 contains 29423 members 
Mstep: Class 10 contains 2052 members 
Mstep: Class 11 contains 60770 members 
Mstep: Class 12 contains 7902 members 
Mstep: Class 13 contains 53694 members 
Mstep: Class 14 contains 27479 members 
Mstep: Class 15 contains 44806 members 
Mstep: Class 18 contains 5149 members 
Mstep: Class 19 contains 70808 members 
Mstep: Class 21 contains 90592 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 216Q: 19 clusters Score -7.55875e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 77445 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 18694 members 
Mstep: Class 5 contains 55876 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 35504 members 
Mstep: Class 9 contains 29368 members 
Mstep: Class 10 contains 2052 members 
Mstep: Class 11 contains 60638 members 
Mstep: Class 12 contains 7894 members 
Mstep: Class 13 contains 53591 members 
Mstep: Class 14 contains 27475 members 
Mstep: Class 15 contains 44829 members 
Mstep: Class 18 contains 5148 members 
Mstep: Class 19 contains 70718 members 
Mstep: Class 21 contains 91757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588184.000000 Penalty: 39018.101562
Iteration 217Q: 19 clusters Score -7.558818e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 77481 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 17975 members 
Mstep: Class 5 contains 55853 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 35500 members 
Mstep: Class 9 contains 29309 members 
Mstep: Class 10 contains 2051 members 
Mstep: Class 11 contains 60448 members 
Mstep: Class 12 contains 7891 members 
Mstep: Class 13 contains 53451 members 
Mstep: Class 14 contains 27416 members 
Mstep: Class 15 contains 44855 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 70591 members 
Mstep: Class 21 contains 93211 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 218Q: 19 clusters Score -7.558957e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 77459 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 17252 members 
Mstep: Class 5 contains 55799 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 35496 members 
Mstep: Class 9 contains 29233 members 
Mstep: Class 10 contains 2049 members 
Mstep: Class 11 contains 60160 members 
Mstep: Class 12 contains 7888 members 
Mstep: Class 13 contains 53273 members 
Mstep: Class 14 contains 27297 members 
Mstep: Class 15 contains 44886 members 
Mstep: Class 18 contains 5144 members 
Mstep: Class 19 contains 70460 members 
Mstep: Class 21 contains 94980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75590632.000000 Penalty: 39018.101562
Iteration 219Q: 19 clusters Score -7.559063e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 77404 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 16560 members 
Mstep: Class 5 contains 55691 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 35472 members 
Mstep: Class 9 contains 29164 members 
Mstep: Class 10 contains 2051 members 
Mstep: Class 11 contains 59769 members 
Mstep: Class 12 contains 7883 members 
Mstep: Class 13 contains 53060 members 
Mstep: Class 14 contains 27192 members 
Mstep: Class 15 contains 44915 members 
Mstep: Class 18 contains 5141 members 
Mstep: Class 19 contains 70351 members 
Mstep: Class 21 contains 96961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75590440.000000 Penalty: 39018.101562
Iteration 220F: 19 clusters Score -7.559044e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 77348 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 15912 members 
Mstep: Class 5 contains 55606 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 35432 members 
Mstep: Class 9 contains 29087 members 
Mstep: Class 10 contains 2052 members 
Mstep: Class 11 contains 59394 members 
Mstep: Class 12 contains 7869 members 
Mstep: Class 13 contains 52914 members 
Mstep: Class 14 contains 27076 members 
Mstep: Class 15 contains 44936 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 70233 members 
Mstep: Class 21 contains 98861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75589856.000000 Penalty: 39018.101562
Iteration 221Q: 19 clusters Score -7.558986e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 77316 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 15310 members 
Mstep: Class 5 contains 55568 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 35375 members 
Mstep: Class 9 contains 29057 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 59032 members 
Mstep: Class 12 contains 7867 members 
Mstep: Class 13 contains 52818 members 
Mstep: Class 14 contains 27007 members 
Mstep: Class 15 contains 44986 members 
Mstep: Class 18 contains 5129 members 
Mstep: Class 19 contains 70154 members 
Mstep: Class 21 contains 100365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588800.000000 Penalty: 39018.101562
Iteration 222Q: 19 clusters Score -7.55888e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 77370 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 14738 members 
Mstep: Class 5 contains 55594 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 35368 members 
Mstep: Class 9 contains 29039 members 
Mstep: Class 10 contains 2051 members 
Mstep: Class 11 contains 58682 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 52798 members 
Mstep: Class 14 contains 26950 members 
Mstep: Class 15 contains 45032 members 
Mstep: Class 18 contains 5122 members 
Mstep: Class 19 contains 70152 members 
Mstep: Class 21 contains 101386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587456.000000 Penalty: 39018.101562
Iteration 223Q: 19 clusters Score -7.558746e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 77453 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 14241 members 
Mstep: Class 5 contains 55702 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 801 members 
Mstep: Class 8 contains 35404 members 
Mstep: Class 9 contains 29003 members 
Mstep: Class 10 contains 2052 members 
Mstep: Class 11 contains 58521 members 
Mstep: Class 12 contains 7838 members 
Mstep: Class 13 contains 52911 members 
Mstep: Class 14 contains 26946 members 
Mstep: Class 15 contains 45117 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 70218 members 
Mstep: Class 21 contains 101660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587288.000000 Penalty: 39018.101562
Iteration 224Q: 19 clusters Score -7.558729e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 77567 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 13752 members 
Mstep: Class 5 contains 55834 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 801 members 
Mstep: Class 8 contains 35498 members 
Mstep: Class 9 contains 28916 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 58428 members 
Mstep: Class 12 contains 7815 members 
Mstep: Class 13 contains 53090 members 
Mstep: Class 14 contains 26972 members 
Mstep: Class 15 contains 45236 members 
Mstep: Class 18 contains 5113 members 
Mstep: Class 19 contains 70313 members 
Mstep: Class 21 contains 101594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587280.000000 Penalty: 39018.101562
Iteration 225Q: 19 clusters Score -7.558728e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 77700 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 13263 members 
Mstep: Class 5 contains 56009 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35603 members 
Mstep: Class 9 contains 28846 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 58460 members 
Mstep: Class 12 contains 7806 members 
Mstep: Class 13 contains 53300 members 
Mstep: Class 14 contains 27022 members 
Mstep: Class 15 contains 45341 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 70388 members 
Mstep: Class 21 contains 101256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587128.000000 Penalty: 39018.101562
Iteration 226Q: 19 clusters Score -7.558713e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 77801 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 12771 members 
Mstep: Class 5 contains 56190 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35686 members 
Mstep: Class 9 contains 28813 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 58598 members 
Mstep: Class 12 contains 7797 members 
Mstep: Class 13 contains 53489 members 
Mstep: Class 14 contains 27056 members 
Mstep: Class 15 contains 45441 members 
Mstep: Class 18 contains 5092 members 
Mstep: Class 19 contains 70468 members 
Mstep: Class 21 contains 100837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587392.000000 Penalty: 39018.101562
Iteration 227Q: 19 clusters Score -7.558739e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 77861 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 12308 members 
Mstep: Class 5 contains 56377 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35768 members 
Mstep: Class 9 contains 28779 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 58858 members 
Mstep: Class 12 contains 7799 members 
Mstep: Class 13 contains 53638 members 
Mstep: Class 14 contains 27064 members 
Mstep: Class 15 contains 45545 members 
Mstep: Class 18 contains 5077 members 
Mstep: Class 19 contains 70513 members 
Mstep: Class 21 contains 100404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588152.000000 Penalty: 39018.101562
Iteration 228Q: 19 clusters Score -7.558815e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 77880 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 11868 members 
Mstep: Class 5 contains 56504 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35845 members 
Mstep: Class 9 contains 28724 members 
Mstep: Class 10 contains 2039 members 
Mstep: Class 11 contains 59174 members 
Mstep: Class 12 contains 7793 members 
Mstep: Class 13 contains 53786 members 
Mstep: Class 14 contains 27085 members 
Mstep: Class 15 contains 45647 members 
Mstep: Class 18 contains 5067 members 
Mstep: Class 19 contains 70538 members 
Mstep: Class 21 contains 100046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588448.000000 Penalty: 39018.101562
Iteration 229Q: 19 clusters Score -7.558845e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 77898 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 11438 members 
Mstep: Class 5 contains 56628 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35888 members 
Mstep: Class 9 contains 28665 members 
Mstep: Class 10 contains 2032 members 
Mstep: Class 11 contains 59502 members 
Mstep: Class 12 contains 7788 members 
Mstep: Class 13 contains 53941 members 
Mstep: Class 14 contains 27084 members 
Mstep: Class 15 contains 45736 members 
Mstep: Class 18 contains 5060 members 
Mstep: Class 19 contains 70559 members 
Mstep: Class 21 contains 99754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588776.000000 Penalty: 39018.101562
Iteration 230Q: 19 clusters Score -7.558878e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 77914 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 11041 members 
Mstep: Class 5 contains 56735 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35925 members 
Mstep: Class 9 contains 28583 members 
Mstep: Class 10 contains 2034 members 
Mstep: Class 11 contains 59836 members 
Mstep: Class 12 contains 7792 members 
Mstep: Class 13 contains 54071 members 
Mstep: Class 14 contains 27078 members 
Mstep: Class 15 contains 45809 members 
Mstep: Class 18 contains 5051 members 
Mstep: Class 19 contains 70576 members 
Mstep: Class 21 contains 99518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588808.000000 Penalty: 39018.101562
Iteration 231Q: 19 clusters Score -7.558881e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 77944 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 56814 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35933 members 
Mstep: Class 9 contains 28515 members 
Mstep: Class 10 contains 2031 members 
Mstep: Class 11 contains 60161 members 
Mstep: Class 12 contains 7810 members 
Mstep: Class 13 contains 54188 members 
Mstep: Class 14 contains 27085 members 
Mstep: Class 15 contains 45894 members 
Mstep: Class 18 contains 5042 members 
Mstep: Class 19 contains 70588 members 
Mstep: Class 21 contains 99312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588968.000000 Penalty: 39018.101562
Iteration 232Q: 19 clusters Score -7.558897e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 77990 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 10276 members 
Mstep: Class 5 contains 56896 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 35958 members 
Mstep: Class 9 contains 28415 members 
Mstep: Class 10 contains 2028 members 
Mstep: Class 11 contains 60456 members 
Mstep: Class 12 contains 7829 members 
Mstep: Class 13 contains 54276 members 
Mstep: Class 14 contains 27069 members 
Mstep: Class 15 contains 45971 members 
Mstep: Class 18 contains 5037 members 
Mstep: Class 19 contains 70605 members 
Mstep: Class 21 contains 99150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75589192.000000 Penalty: 39018.101562
Iteration 233Q: 19 clusters Score -7.558919e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 78017 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 9958 members 
Mstep: Class 5 contains 56970 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 36001 members 
Mstep: Class 9 contains 28321 members 
Mstep: Class 10 contains 2026 members 
Mstep: Class 11 contains 60743 members 
Mstep: Class 12 contains 7828 members 
Mstep: Class 13 contains 54390 members 
Mstep: Class 14 contains 27068 members 
Mstep: Class 15 contains 46037 members 
Mstep: Class 18 contains 5032 members 
Mstep: Class 19 contains 70607 members 
Mstep: Class 21 contains 98953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75589064.000000 Penalty: 39018.101562
Iteration 234Q: 19 clusters Score -7.558906e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 78050 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 9647 members 
Mstep: Class 5 contains 57014 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 36036 members 
Mstep: Class 9 contains 28238 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 61008 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 54513 members 
Mstep: Class 14 contains 27089 members 
Mstep: Class 15 contains 46076 members 
Mstep: Class 18 contains 5021 members 
Mstep: Class 19 contains 70621 members 
Mstep: Class 21 contains 98784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75589320.000000 Penalty: 39018.101562
Iteration 235Q: 19 clusters Score -7.558932e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 78085 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 9350 members 
Mstep: Class 5 contains 57043 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 36083 members 
Mstep: Class 9 contains 28168 members 
Mstep: Class 10 contains 2032 members 
Mstep: Class 11 contains 61292 members 
Mstep: Class 12 contains 7820 members 
Mstep: Class 13 contains 54639 members 
Mstep: Class 14 contains 27101 members 
Mstep: Class 15 contains 46103 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 70618 members 
Mstep: Class 21 contains 98611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75589464.000000 Penalty: 39018.101562
Iteration 236Q: 19 clusters Score -7.558946e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 78123 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 9065 members 
Mstep: Class 5 contains 57075 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 36109 members 
Mstep: Class 9 contains 28083 members 
Mstep: Class 10 contains 2030 members 
Mstep: Class 11 contains 61590 members 
Mstep: Class 12 contains 7826 members 
Mstep: Class 13 contains 54724 members 
Mstep: Class 14 contains 27092 members 
Mstep: Class 15 contains 46145 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 70600 members 
Mstep: Class 21 contains 98496 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 237Q: 19 clusters Score -7.558938e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 78163 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 8755 members 
Mstep: Class 5 contains 57096 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 36161 members 
Mstep: Class 9 contains 28005 members 
Mstep: Class 10 contains 2023 members 
Mstep: Class 11 contains 61890 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 54801 members 
Mstep: Class 14 contains 27078 members 
Mstep: Class 15 contains 46180 members 
Mstep: Class 18 contains 4992 members 
Mstep: Class 19 contains 70583 members 
Mstep: Class 21 contains 98410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75589416.000000 Penalty: 39018.101562
Iteration 238Q: 19 clusters Score -7.558942e+07 nChanged 1409
Entering ConstructFrom: 
Score: -75589416.000000 Penalty: 39018.101562
Entering ConstructFrom: 
Trying to split cluster 1 (37723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Entering Unmasked Estep 
Score: -4696071.500000 Penalty: 1712.429077
	Iteration 0F: 2 clusters Score -4696072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -4670962.000000 Penalty: 3424.858154
	Iteration 0F: 3 clusters Score -4670962 nChanged 17441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -4680500.000000 Penalty: 3424.858154
	Iteration 1F: 3 clusters Score -4680500 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -4680906.500000 Penalty: 3424.858154
	Iteration 2Q: 3 clusters Score -4680906 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -4681318.000000 Penalty: 3424.858154
	Iteration 3Q: 3 clusters Score -4681318 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -4681801.500000 Penalty: 3424.858154
	Iteration 4Q: 3 clusters Score -4681802 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -4682416.500000 Penalty: 3424.858154
	Iteration 5Q: 3 clusters Score -4682416 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -4683239.000000 Penalty: 3424.858154
	Iteration 6Q: 3 clusters Score -4683239 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -4684458.000000 Penalty: 3424.858154
	Iteration 7F: 3 clusters Score -4684458 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -4686140.000000 Penalty: 3424.858154
	Iteration 8F: 3 clusters Score -4686140 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -4688135.500000 Penalty: 3424.858154
	Iteration 9F: 3 clusters Score -4688136 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -4690059.000000 Penalty: 3424.858154
	Iteration 10F: 3 clusters Score -4690059 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -4691635.000000 Penalty: 3424.858154
	Iteration 11F: 3 clusters Score -4691635 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -4692791.500000 Penalty: 3424.858154
	Iteration 12Q: 3 clusters Score -4692792 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4693578.000000 Penalty: 3424.858154
	Iteration 13Q: 3 clusters Score -4693578 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4693996.500000 Penalty: 3424.858154
	Iteration 14Q: 3 clusters Score -4693996 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4694279.500000 Penalty: 3424.858154
	Iteration 15Q: 3 clusters Score -4694280 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4694455.000000 Penalty: 3424.858154
	Iteration 16Q: 3 clusters Score -4694455 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4694550.500000 Penalty: 3424.858154
	Iteration 17Q: 3 clusters Score -4694550 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4694612.000000 Penalty: 3424.858154
	Iteration 18Q: 3 clusters Score -4694612 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4694651.000000 Penalty: 3424.858154
	Iteration 19Q: 3 clusters Score -4694651 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4694668.500000 Penalty: 3424.858154
	Iteration 20F: 3 clusters Score -4694668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4694699.000000 Penalty: 3424.858154
	Iteration 21Q: 3 clusters Score -4694699 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4694705.000000 Penalty: 3424.858154
	Iteration 22Q: 3 clusters Score -4694705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4694701.500000 Penalty: 3424.858154
	Iteration 23Q: 3 clusters Score -4694702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4694705.000000 Penalty: 3424.858154
	Iteration 24Q: 3 clusters Score -4694705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4694700.500000 Penalty: 3424.858154
	Iteration 25Q: 3 clusters Score -4694700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4694701.500000 Penalty: 3424.858154
	Iteration 26Q: 3 clusters Score -4694702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4694708.500000 Penalty: 3424.858154
	Iteration 27Q: 3 clusters Score -4694708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4694711.000000 Penalty: 3424.858154
	Iteration 28Q: 3 clusters Score -4694711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4694711.500000 Penalty: 3424.858154
	Iteration 29Q: 3 clusters Score -4694712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4694717.000000 Penalty: 3424.858154
	Iteration 30Q: 3 clusters Score -4694717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4694717.000000 Penalty: 3424.858154
	Iteration 31Q: 3 clusters Score -4694717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4694716.500000 Penalty: 3424.858154
	Iteration 32Q: 3 clusters Score -4694716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4694722.500000 Penalty: 3424.858154
	Iteration 33Q: 3 clusters Score -4694722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4694722.000000 Penalty: 3424.858154
	Iteration 34Q: 3 clusters Score -4694722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4694720.500000 Penalty: 3424.858154
	Iteration 35Q: 3 clusters Score -4694720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4694720.500000 Penalty: 3424.858154
	Iteration 36F: 3 clusters Score -4694720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (78193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Entering Unmasked Estep 
Score: -9719926.000000 Penalty: 1830.876953
	Iteration 0F: 2 clusters Score -9719926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -9669324.000000 Penalty: 3661.753906
	Iteration 0F: 3 clusters Score -9669324 nChanged 37299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -9690966.000000 Penalty: 3661.753906
	Iteration 1F: 3 clusters Score -9690966 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -9691587.000000 Penalty: 3661.753906
	Iteration 2Q: 3 clusters Score -9691587 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -9692423.000000 Penalty: 3661.753906
	Iteration 3Q: 3 clusters Score -9692423 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -9693607.000000 Penalty: 3661.753906
	Iteration 4Q: 3 clusters Score -9693607 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -9695055.000000 Penalty: 3661.753906
	Iteration 5Q: 3 clusters Score -9695055 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -9697184.000000 Penalty: 3661.753906
	Iteration 6F: 3 clusters Score -9697184 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -9699979.000000 Penalty: 3661.753906
	Iteration 7F: 3 clusters Score -9699979 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -9703148.000000 Penalty: 3661.753906
	Iteration 8F: 3 clusters Score -9703148 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -9706004.000000 Penalty: 3661.753906
	Iteration 9F: 3 clusters Score -9706004 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -9707545.000000 Penalty: 3661.753906
	Iteration 10Q: 3 clusters Score -9707545 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -9708174.000000 Penalty: 3661.753906
	Iteration 11Q: 3 clusters Score -9708174 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -9708427.000000 Penalty: 3661.753906
	Iteration 12Q: 3 clusters Score -9708427 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -9708579.000000 Penalty: 3661.753906
	Iteration 13Q: 3 clusters Score -9708579 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -9708675.000000 Penalty: 3661.753906
	Iteration 14Q: 3 clusters Score -9708675 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -9708779.000000 Penalty: 3661.753906
	Iteration 15Q: 3 clusters Score -9708779 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -9708864.000000 Penalty: 3661.753906
	Iteration 16Q: 3 clusters Score -9708864 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -9709013.000000 Penalty: 3661.753906
	Iteration 17Q: 3 clusters Score -9709013 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -9709061.000000 Penalty: 3661.753906
	Iteration 18Q: 3 clusters Score -9709061 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -9709138.000000 Penalty: 3661.753906
	Iteration 19Q: 3 clusters Score -9709138 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -9709185.000000 Penalty: 3661.753906
	Iteration 20F: 3 clusters Score -9709185 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -9709248.000000 Penalty: 3661.753906
	Iteration 21Q: 3 clusters Score -9709248 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -9709324.000000 Penalty: 3661.753906
	Iteration 22Q: 3 clusters Score -9709324 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -9709384.000000 Penalty: 3661.753906
	Iteration 23Q: 3 clusters Score -9709384 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -9709438.000000 Penalty: 3661.753906
	Iteration 24Q: 3 clusters Score -9709438 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -9709561.000000 Penalty: 3661.753906
	Iteration 25Q: 3 clusters Score -9709561 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -9709668.000000 Penalty: 3661.753906
	Iteration 26Q: 3 clusters Score -9709668 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -9709741.000000 Penalty: 3661.753906
	Iteration 27Q: 3 clusters Score -9709741 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -9709809.000000 Penalty: 3661.753906
	Iteration 28Q: 3 clusters Score -9709809 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -9709888.000000 Penalty: 3661.753906
	Iteration 29Q: 3 clusters Score -9709888 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -9710004.000000 Penalty: 3661.753906
	Iteration 30Q: 3 clusters Score -9710004 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -9710089.000000 Penalty: 3661.753906
	Iteration 31Q: 3 clusters Score -9710089 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -9710198.000000 Penalty: 3661.753906
	Iteration 32Q: 3 clusters Score -9710198 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -9710364.000000 Penalty: 3661.753906
	Iteration 33Q: 3 clusters Score -9710364 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -9710520.000000 Penalty: 3661.753906
	Iteration 34Q: 3 clusters Score -9710520 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -9710690.000000 Penalty: 3661.753906
	Iteration 35Q: 3 clusters Score -9710690 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -9710899.000000 Penalty: 3661.753906
	Iteration 36Q: 3 clusters Score -9710899 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -9711075.000000 Penalty: 3661.753906
	Iteration 37Q: 3 clusters Score -9711075 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -9711311.000000 Penalty: 3661.753906
	Iteration 38Q: 3 clusters Score -9711311 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -9711561.000000 Penalty: 3661.753906
	Iteration 39Q: 3 clusters Score -9711561 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -9711822.000000 Penalty: 3661.753906
	Iteration 40F: 3 clusters Score -9711822 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -9712131.000000 Penalty: 3661.753906
	Iteration 41Q: 3 clusters Score -9712131 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -9712453.000000 Penalty: 3661.753906
	Iteration 42Q: 3 clusters Score -9712453 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57343 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -9712686.000000 Penalty: 3661.753906
	Iteration 43Q: 3 clusters Score -9712686 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -9713021.000000 Penalty: 3661.753906
	Iteration 44Q: 3 clusters Score -9713021 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -9713281.000000 Penalty: 3661.753906
	Iteration 45Q: 3 clusters Score -9713281 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -9713578.000000 Penalty: 3661.753906
	Iteration 46Q: 3 clusters Score -9713578 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -9713917.000000 Penalty: 3661.753906
	Iteration 47Q: 3 clusters Score -9713917 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -9714179.000000 Penalty: 3661.753906
	Iteration 48Q: 3 clusters Score -9714179 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -9714406.000000 Penalty: 3661.753906
	Iteration 49Q: 3 clusters Score -9714406 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -9714665.000000 Penalty: 3661.753906
	Iteration 50Q: 3 clusters Score -9714665 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -9714959.000000 Penalty: 3661.753906
	Iteration 51Q: 3 clusters Score -9714959 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -9715258.000000 Penalty: 3661.753906
	Iteration 52Q: 3 clusters Score -9715258 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66656 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -9715569.000000 Penalty: 3661.753906
	Iteration 53Q: 3 clusters Score -9715569 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67544 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -9715881.000000 Penalty: 3661.753906
	Iteration 54Q: 3 clusters Score -9715881 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68403 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -9716200.000000 Penalty: 3661.753906
	Iteration 55Q: 3 clusters Score -9716200 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -9716450.000000 Penalty: 3661.753906
	Iteration 56Q: 3 clusters Score -9716450 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70046 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -9716754.000000 Penalty: 3661.753906
	Iteration 57Q: 3 clusters Score -9716754 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -9716995.000000 Penalty: 3661.753906
	Iteration 58Q: 3 clusters Score -9716995 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -9717213.000000 Penalty: 3661.753906
	Iteration 59Q: 3 clusters Score -9717213 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72398 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -9717472.000000 Penalty: 3661.753906
	Iteration 60F: 3 clusters Score -9717472 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73147 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -9717675.000000 Penalty: 3661.753906
	Iteration 61Q: 3 clusters Score -9717675 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73810 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -9717850.000000 Penalty: 3661.753906
	Iteration 62Q: 3 clusters Score -9717850 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74394 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -9718049.000000 Penalty: 3661.753906
	Iteration 63Q: 3 clusters Score -9718049 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -9718192.000000 Penalty: 3661.753906
	Iteration 64Q: 3 clusters Score -9718192 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -9718283.000000 Penalty: 3661.753906
	Iteration 65Q: 3 clusters Score -9718283 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75756 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -9718370.000000 Penalty: 3661.753906
	Iteration 66Q: 3 clusters Score -9718370 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76076 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9718463.000000 Penalty: 3661.753906
	Iteration 67Q: 3 clusters Score -9718463 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -9718557.000000 Penalty: 3661.753906
	Iteration 68Q: 3 clusters Score -9718557 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76584 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -9718625.000000 Penalty: 3661.753906
	Iteration 69Q: 3 clusters Score -9718625 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -9718678.000000 Penalty: 3661.753906
	Iteration 70Q: 3 clusters Score -9718678 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76895 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -9718712.000000 Penalty: 3661.753906
	Iteration 71Q: 3 clusters Score -9718712 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9718745.000000 Penalty: 3661.753906
	Iteration 72Q: 3 clusters Score -9718745 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77117 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9718765.000000 Penalty: 3661.753906
	Iteration 73Q: 3 clusters Score -9718765 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77197 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -9718757.000000 Penalty: 3661.753906
	Iteration 74Q: 3 clusters Score -9718757 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -9718762.000000 Penalty: 3661.753906
	Iteration 75Q: 3 clusters Score -9718762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9718781.000000 Penalty: 3661.753906
	Iteration 76Q: 3 clusters Score -9718781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77355 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9718780.000000 Penalty: 3661.753906
	Iteration 77Q: 3 clusters Score -9718780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77386 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9718780.000000 Penalty: 3661.753906
	Iteration 78Q: 3 clusters Score -9718780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9718791.000000 Penalty: 3661.753906
	Iteration 79Q: 3 clusters Score -9718791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77417 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9718796.000000 Penalty: 3661.753906
	Iteration 80F: 3 clusters Score -9718796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77437 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9718791.000000 Penalty: 3661.753906
	Iteration 81Q: 3 clusters Score -9718791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77455 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9718791.000000 Penalty: 3661.753906
	Iteration 82Q: 3 clusters Score -9718791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9718797.000000 Penalty: 3661.753906
	Iteration 83Q: 3 clusters Score -9718797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77481 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9718801.000000 Penalty: 3661.753906
	Iteration 84Q: 3 clusters Score -9718801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9718812.000000 Penalty: 3661.753906
	Iteration 85Q: 3 clusters Score -9718812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77504 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9718817.000000 Penalty: 3661.753906
	Iteration 86Q: 3 clusters Score -9718817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77508 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9718819.000000 Penalty: 3661.753906
	Iteration 87Q: 3 clusters Score -9718819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9718819.000000 Penalty: 3661.753906
	Iteration 88Q: 3 clusters Score -9718819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77519 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9718814.000000 Penalty: 3661.753906
	Iteration 89Q: 3 clusters Score -9718814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77528 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9718817.000000 Penalty: 3661.753906
	Iteration 90Q: 3 clusters Score -9718817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77536 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9718817.000000 Penalty: 3661.753906
	Iteration 91Q: 3 clusters Score -9718817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9718822.000000 Penalty: 3661.753906
	Iteration 92Q: 3 clusters Score -9718822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77549 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9718827.000000 Penalty: 3661.753906
	Iteration 93Q: 3 clusters Score -9718827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77550 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9718825.000000 Penalty: 3661.753906
	Iteration 94Q: 3 clusters Score -9718825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77550 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9718825.000000 Penalty: 3661.753906
	Iteration 95F: 3 clusters Score -9718825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -45880.195312 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -45880.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44847.164062 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -44847.16 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44992.488281 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -44992.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45048.621094 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -45048.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45058.222656 Penalty: 1970.730103
	Iteration 3Q: 3 clusters Score -45058.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45067.476562 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -45067.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45074.957031 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -45074.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45077.304688 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -45077.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45077.304688 Penalty: 1970.730103
	Iteration 7F: 3 clusters Score -45077.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Entering Unmasked Estep 
Score: -1049714.375000 Penalty: 1469.715698
	Iteration 0F: 2 clusters Score -1049714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1043536.375000 Penalty: 2939.431396
	Iteration 0F: 3 clusters Score -1043536 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1045413.250000 Penalty: 2939.431396
	Iteration 1F: 3 clusters Score -1045413 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1045598.375000 Penalty: 2939.431396
	Iteration 2F: 3 clusters Score -1045598 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1045738.937500 Penalty: 2939.431396
	Iteration 3Q: 3 clusters Score -1045739 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1045835.875000 Penalty: 2939.431396
	Iteration 4Q: 3 clusters Score -1045836 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1045915.625000 Penalty: 2939.431396
	Iteration 5Q: 3 clusters Score -1045916 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1045989.562500 Penalty: 2939.431396
	Iteration 6Q: 3 clusters Score -1045990 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1046062.250000 Penalty: 2939.431396
	Iteration 7Q: 3 clusters Score -1046062 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1046124.812500 Penalty: 2939.431396
	Iteration 8Q: 3 clusters Score -1046125 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1046196.625000 Penalty: 2939.431396
	Iteration 9Q: 3 clusters Score -1046197 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1046286.937500 Penalty: 2939.431396
	Iteration 10Q: 3 clusters Score -1046287 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1046408.937500 Penalty: 2939.431396
	Iteration 11Q: 3 clusters Score -1046409 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1046577.937500 Penalty: 2939.431396
	Iteration 12Q: 3 clusters Score -1046578 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1046739.500000 Penalty: 2939.431396
	Iteration 13Q: 3 clusters Score -1046740 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1046908.875000 Penalty: 2939.431396
	Iteration 14Q: 3 clusters Score -1046909 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1047111.375000 Penalty: 2939.431396
	Iteration 15Q: 3 clusters Score -1047111 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1047306.875000 Penalty: 2939.431396
	Iteration 16Q: 3 clusters Score -1047307 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1047469.000000 Penalty: 2939.431396
	Iteration 17Q: 3 clusters Score -1047469 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1047586.812500 Penalty: 2939.431396
	Iteration 18Q: 3 clusters Score -1047587 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1047699.500000 Penalty: 2939.431396
	Iteration 19Q: 3 clusters Score -1047700 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1047795.687500 Penalty: 2939.431396
	Iteration 20F: 3 clusters Score -1047796 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1047889.750000 Penalty: 2939.431396
	Iteration 21Q: 3 clusters Score -1047890 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1047967.062500 Penalty: 2939.431396
	Iteration 22Q: 3 clusters Score -1047967 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1048043.187500 Penalty: 2939.431396
	Iteration 23Q: 3 clusters Score -1048043 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1048120.750000 Penalty: 2939.431396
	Iteration 24Q: 3 clusters Score -1048121 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1048175.937500 Penalty: 2939.431396
	Iteration 25Q: 3 clusters Score -1048176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1048220.687500 Penalty: 2939.431396
	Iteration 26Q: 3 clusters Score -1048221 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1048263.312500 Penalty: 2939.431396
	Iteration 27Q: 3 clusters Score -1048263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1048298.812500 Penalty: 2939.431396
	Iteration 28Q: 3 clusters Score -1048299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1048334.500000 Penalty: 2939.431396
	Iteration 29Q: 3 clusters Score -1048334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1048361.375000 Penalty: 2939.431396
	Iteration 30Q: 3 clusters Score -1048361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1048382.500000 Penalty: 2939.431396
	Iteration 31Q: 3 clusters Score -1048382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1048390.312500 Penalty: 2939.431396
	Iteration 32Q: 3 clusters Score -1048390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1048397.625000 Penalty: 2939.431396
	Iteration 33Q: 3 clusters Score -1048398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1048405.687500 Penalty: 2939.431396
	Iteration 34Q: 3 clusters Score -1048406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1048415.000000 Penalty: 2939.431396
	Iteration 35Q: 3 clusters Score -1048415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1048421.875000 Penalty: 2939.431396
	Iteration 36Q: 3 clusters Score -1048422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1048426.375000 Penalty: 2939.431396
	Iteration 37Q: 3 clusters Score -1048426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1048429.937500 Penalty: 2939.431396
	Iteration 38Q: 3 clusters Score -1048430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1048436.187500 Penalty: 2939.431396
	Iteration 39Q: 3 clusters Score -1048436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1048442.062500 Penalty: 2939.431396
	Iteration 40F: 3 clusters Score -1048442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1048447.875000 Penalty: 2939.431396
	Iteration 41Q: 3 clusters Score -1048448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1048449.312500 Penalty: 2939.431396
	Iteration 42Q: 3 clusters Score -1048449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1048452.562500 Penalty: 2939.431396
	Iteration 43Q: 3 clusters Score -1048453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1048457.250000 Penalty: 2939.431396
	Iteration 44Q: 3 clusters Score -1048457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1048463.375000 Penalty: 2939.431396
	Iteration 45Q: 3 clusters Score -1048463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1048465.562500 Penalty: 2939.431396
	Iteration 46Q: 3 clusters Score -1048466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1048467.000000 Penalty: 2939.431396
	Iteration 47Q: 3 clusters Score -1048467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1048467.000000 Penalty: 2939.431396
	Iteration 48F: 3 clusters Score -1048467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Entering Unmasked Estep 
Score: -7116518.000000 Penalty: 1779.830688
	Iteration 0F: 2 clusters Score -7116518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -7078519.000000 Penalty: 3559.661377
	Iteration 0F: 3 clusters Score -7078519 nChanged 27102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -7094174.000000 Penalty: 3559.661377
	Iteration 1F: 3 clusters Score -7094174 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -7095187.500000 Penalty: 3559.661377
	Iteration 2Q: 3 clusters Score -7095188 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -7096766.000000 Penalty: 3559.661377
	Iteration 3F: 3 clusters Score -7096766 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -7099642.000000 Penalty: 3559.661377
	Iteration 4F: 3 clusters Score -7099642 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -7103717.500000 Penalty: 3559.661377
	Iteration 5F: 3 clusters Score -7103718 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -7108267.500000 Penalty: 3559.661377
	Iteration 6F: 3 clusters Score -7108268 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
Score: -7111670.500000 Penalty: 3559.661377
	Iteration 7F: 3 clusters Score -7111670 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -7113554.500000 Penalty: 3559.661377
	Iteration 8Q: 3 clusters Score -7113554 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -7114452.500000 Penalty: 3559.661377
	Iteration 9Q: 3 clusters Score -7114452 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -7114791.000000 Penalty: 3559.661377
	Iteration 10Q: 3 clusters Score -7114791 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -7114916.500000 Penalty: 3559.661377
	Iteration 11Q: 3 clusters Score -7114916 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -7114987.500000 Penalty: 3559.661377
	Iteration 12Q: 3 clusters Score -7114988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -7115009.500000 Penalty: 3559.661377
	Iteration 13Q: 3 clusters Score -7115010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -7115019.000000 Penalty: 3559.661377
	Iteration 14Q: 3 clusters Score -7115019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 56833 members 
Entering Unmasked Estep 
Score: -7115019.500000 Penalty: 3559.661377
	Iteration 15Q: 3 clusters Score -7115020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -7115039.000000 Penalty: 3559.661377
	Iteration 16Q: 3 clusters Score -7115039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -7115042.000000 Penalty: 3559.661377
	Iteration 17Q: 3 clusters Score -7115042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -7115046.000000 Penalty: 3559.661377
	Iteration 18Q: 3 clusters Score -7115046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -7115039.500000 Penalty: 3559.661377
	Iteration 19Q: 3 clusters Score -7115040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -7115039.500000 Penalty: 3559.661377
	Iteration 20F: 3 clusters Score -7115040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -56810.003906 Penalty: 947.203674
	Iteration 0F: 2 clusters Score -56810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55847.335938 Penalty: 1894.407349
	Iteration 0F: 3 clusters Score -55847.34 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55975.929688 Penalty: 1894.407349
	Iteration 1F: 3 clusters Score -55975.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -56016.710938 Penalty: 1894.407349
	Iteration 2F: 3 clusters Score -56016.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -56022.820312 Penalty: 1894.407349
	Iteration 3Q: 3 clusters Score -56022.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -56025.246094 Penalty: 1894.407349
	Iteration 4Q: 3 clusters Score -56025.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -56026.562500 Penalty: 1894.407349
	Iteration 5Q: 3 clusters Score -56026.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56030.781250 Penalty: 1894.407349
	Iteration 6Q: 3 clusters Score -56030.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56034.089844 Penalty: 1894.407349
	Iteration 7Q: 3 clusters Score -56034.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -56039.058594 Penalty: 1894.407349
	Iteration 8Q: 3 clusters Score -56039.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -56039.058594 Penalty: 1894.407349
	Iteration 9F: 3 clusters Score -56039.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -96081.562500 Penalty: 1087.261841
	Iteration 0F: 2 clusters Score -96081.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94792.875000 Penalty: 2174.523682
	Iteration 0F: 3 clusters Score -94792.88 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94990.039062 Penalty: 2174.523682
	Iteration 1F: 3 clusters Score -94990.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95045.796875 Penalty: 2174.523682
	Iteration 2F: 3 clusters Score -95045.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95059.695312 Penalty: 2174.523682
	Iteration 3Q: 3 clusters Score -95059.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95069.164062 Penalty: 2174.523682
	Iteration 4Q: 3 clusters Score -95069.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95082.265625 Penalty: 2174.523682
	Iteration 5Q: 3 clusters Score -95082.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95088.242188 Penalty: 2174.523682
	Iteration 6Q: 3 clusters Score -95088.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95093.460938 Penalty: 2174.523682
	Iteration 7Q: 3 clusters Score -95093.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95100.242188 Penalty: 2174.523682
	Iteration 8Q: 3 clusters Score -95100.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95103.453125 Penalty: 2174.523682
	Iteration 9Q: 3 clusters Score -95103.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -95105.039062 Penalty: 2174.523682
	Iteration 10Q: 3 clusters Score -95105.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95105.640625 Penalty: 2174.523682
	Iteration 11Q: 3 clusters Score -95105.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95105.640625 Penalty: 2174.523682
	Iteration 12F: 3 clusters Score -95105.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Entering Unmasked Estep 
Score: -4502710.000000 Penalty: 1705.646973
	Iteration 0F: 2 clusters Score -4502710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -4478418.000000 Penalty: 3411.293945
	Iteration 0F: 3 clusters Score -4478418 nChanged 16805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -4487766.000000 Penalty: 3411.293945
	Iteration 1F: 3 clusters Score -4487766 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -4488174.500000 Penalty: 3411.293945
	Iteration 2Q: 3 clusters Score -4488174 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -4488744.000000 Penalty: 3411.293945
	Iteration 3Q: 3 clusters Score -4488744 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -4489469.000000 Penalty: 3411.293945
	Iteration 4Q: 3 clusters Score -4489469 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -4490551.000000 Penalty: 3411.293945
	Iteration 5Q: 3 clusters Score -4490551 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -4492052.500000 Penalty: 3411.293945
	Iteration 6F: 3 clusters Score -4492052 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -4493780.500000 Penalty: 3411.293945
	Iteration 7F: 3 clusters Score -4493780 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -4495432.500000 Penalty: 3411.293945
	Iteration 8F: 3 clusters Score -4495432 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -4496653.000000 Penalty: 3411.293945
	Iteration 9Q: 3 clusters Score -4496653 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -4497600.500000 Penalty: 3411.293945
	Iteration 10Q: 3 clusters Score -4497600 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -4498221.500000 Penalty: 3411.293945
	Iteration 11Q: 3 clusters Score -4498222 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -4498655.000000 Penalty: 3411.293945
	Iteration 12Q: 3 clusters Score -4498655 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -4499017.000000 Penalty: 3411.293945
	Iteration 13Q: 3 clusters Score -4499017 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -4499257.500000 Penalty: 3411.293945
	Iteration 14Q: 3 clusters Score -4499258 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -4499473.500000 Penalty: 3411.293945
	Iteration 15Q: 3 clusters Score -4499474 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -4499685.000000 Penalty: 3411.293945
	Iteration 16Q: 3 clusters Score -4499685 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -4499865.500000 Penalty: 3411.293945
	Iteration 17Q: 3 clusters Score -4499866 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -4500028.000000 Penalty: 3411.293945
	Iteration 18Q: 3 clusters Score -4500028 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -4500175.000000 Penalty: 3411.293945
	Iteration 19Q: 3 clusters Score -4500175 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -4500287.000000 Penalty: 3411.293945
	Iteration 20F: 3 clusters Score -4500287 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4500407.000000 Penalty: 3411.293945
	Iteration 21Q: 3 clusters Score -4500407 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4500512.500000 Penalty: 3411.293945
	Iteration 22Q: 3 clusters Score -4500512 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4500624.500000 Penalty: 3411.293945
	Iteration 23Q: 3 clusters Score -4500624 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4500714.000000 Penalty: 3411.293945
	Iteration 24Q: 3 clusters Score -4500714 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4500815.000000 Penalty: 3411.293945
	Iteration 25Q: 3 clusters Score -4500815 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4500873.000000 Penalty: 3411.293945
	Iteration 26Q: 3 clusters Score -4500873 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4500938.000000 Penalty: 3411.293945
	Iteration 27Q: 3 clusters Score -4500938 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4500979.000000 Penalty: 3411.293945
	Iteration 28Q: 3 clusters Score -4500979 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4501014.500000 Penalty: 3411.293945
	Iteration 29Q: 3 clusters Score -4501014 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4501043.000000 Penalty: 3411.293945
	Iteration 30Q: 3 clusters Score -4501043 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4501073.000000 Penalty: 3411.293945
	Iteration 31Q: 3 clusters Score -4501073 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4501087.500000 Penalty: 3411.293945
	Iteration 32Q: 3 clusters Score -4501088 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4501112.000000 Penalty: 3411.293945
	Iteration 33Q: 3 clusters Score -4501112 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4501120.000000 Penalty: 3411.293945
	Iteration 34Q: 3 clusters Score -4501120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4501131.500000 Penalty: 3411.293945
	Iteration 35Q: 3 clusters Score -4501132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4501158.000000 Penalty: 3411.293945
	Iteration 36Q: 3 clusters Score -4501158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4501165.500000 Penalty: 3411.293945
	Iteration 37Q: 3 clusters Score -4501166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4501184.500000 Penalty: 3411.293945
	Iteration 38Q: 3 clusters Score -4501184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4501190.000000 Penalty: 3411.293945
	Iteration 39Q: 3 clusters Score -4501190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4501193.500000 Penalty: 3411.293945
	Iteration 40F: 3 clusters Score -4501194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4501198.000000 Penalty: 3411.293945
	Iteration 41Q: 3 clusters Score -4501198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4501206.500000 Penalty: 3411.293945
	Iteration 42Q: 3 clusters Score -4501206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4501213.500000 Penalty: 3411.293945
	Iteration 43Q: 3 clusters Score -4501214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4501223.000000 Penalty: 3411.293945
	Iteration 44Q: 3 clusters Score -4501223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4501227.500000 Penalty: 3411.293945
	Iteration 45Q: 3 clusters Score -4501228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4501242.000000 Penalty: 3411.293945
	Iteration 46Q: 3 clusters Score -4501242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4501243.500000 Penalty: 3411.293945
	Iteration 47Q: 3 clusters Score -4501244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4501247.000000 Penalty: 3411.293945
	Iteration 48Q: 3 clusters Score -4501247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4501251.000000 Penalty: 3411.293945
	Iteration 49Q: 3 clusters Score -4501251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4501257.000000 Penalty: 3411.293945
	Iteration 50Q: 3 clusters Score -4501257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4501265.500000 Penalty: 3411.293945
	Iteration 51Q: 3 clusters Score -4501266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4501265.500000 Penalty: 3411.293945
	Iteration 52Q: 3 clusters Score -4501266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4501267.000000 Penalty: 3411.293945
	Iteration 53Q: 3 clusters Score -4501267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4501270.500000 Penalty: 3411.293945
	Iteration 54Q: 3 clusters Score -4501270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4501278.000000 Penalty: 3411.293945
	Iteration 55Q: 3 clusters Score -4501278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4501283.500000 Penalty: 3411.293945
	Iteration 56Q: 3 clusters Score -4501284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4501287.500000 Penalty: 3411.293945
	Iteration 57Q: 3 clusters Score -4501288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4501289.000000 Penalty: 3411.293945
	Iteration 58Q: 3 clusters Score -4501289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4501295.000000 Penalty: 3411.293945
	Iteration 59Q: 3 clusters Score -4501295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4501296.500000 Penalty: 3411.293945
	Iteration 60F: 3 clusters Score -4501296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4501303.000000 Penalty: 3411.293945
	Iteration 61Q: 3 clusters Score -4501303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4501299.500000 Penalty: 3411.293945
	Iteration 62Q: 3 clusters Score -4501300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4501301.000000 Penalty: 3411.293945
	Iteration 63Q: 3 clusters Score -4501301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4501303.500000 Penalty: 3411.293945
	Iteration 64Q: 3 clusters Score -4501304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4501308.500000 Penalty: 3411.293945
	Iteration 65Q: 3 clusters Score -4501308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4501308.000000 Penalty: 3411.293945
	Iteration 66Q: 3 clusters Score -4501308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4501311.500000 Penalty: 3411.293945
	Iteration 67Q: 3 clusters Score -4501312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4501306.500000 Penalty: 3411.293945
	Iteration 68Q: 3 clusters Score -4501306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4501312.500000 Penalty: 3411.293945
	Iteration 69Q: 3 clusters Score -4501312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4501314.000000 Penalty: 3411.293945
	Iteration 70Q: 3 clusters Score -4501314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4501315.000000 Penalty: 3411.293945
	Iteration 71Q: 3 clusters Score -4501315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4501314.500000 Penalty: 3411.293945
	Iteration 72Q: 3 clusters Score -4501314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4501312.500000 Penalty: 3411.293945
	Iteration 73Q: 3 clusters Score -4501312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4501313.500000 Penalty: 3411.293945
	Iteration 74Q: 3 clusters Score -4501314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4501313.500000 Penalty: 3411.293945
	Iteration 75F: 3 clusters Score -4501314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Entering Unmasked Estep 
Score: -3367865.500000 Penalty: 1663.499390
	Iteration 0F: 2 clusters Score -3367866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3349090.250000 Penalty: 3326.998779
	Iteration 0F: 3 clusters Score -3349090 nChanged 12777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3355988.500000 Penalty: 3326.998779
	Iteration 1F: 3 clusters Score -3355988 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3356263.000000 Penalty: 3326.998779
	Iteration 2Q: 3 clusters Score -3356263 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -3356600.750000 Penalty: 3326.998779
	Iteration 3Q: 3 clusters Score -3356601 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3356877.000000 Penalty: 3326.998779
	Iteration 4Q: 3 clusters Score -3356877 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3357167.250000 Penalty: 3326.998779
	Iteration 5Q: 3 clusters Score -3357167 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -3357478.000000 Penalty: 3326.998779
	Iteration 6Q: 3 clusters Score -3357478 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3357884.750000 Penalty: 3326.998779
	Iteration 7Q: 3 clusters Score -3357885 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3358304.000000 Penalty: 3326.998779
	Iteration 8Q: 3 clusters Score -3358304 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -3358774.750000 Penalty: 3326.998779
	Iteration 9Q: 3 clusters Score -3358775 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -3359304.250000 Penalty: 3326.998779
	Iteration 10Q: 3 clusters Score -3359304 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3359974.500000 Penalty: 3326.998779
	Iteration 11Q: 3 clusters Score -3359974 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -3360888.000000 Penalty: 3326.998779
	Iteration 12Q: 3 clusters Score -3360888 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -3362079.000000 Penalty: 3326.998779
	Iteration 13Q: 3 clusters Score -3362079 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3363427.500000 Penalty: 3326.998779
	Iteration 14Q: 3 clusters Score -3363428 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3364468.000000 Penalty: 3326.998779
	Iteration 15Q: 3 clusters Score -3364468 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3365131.500000 Penalty: 3326.998779
	Iteration 16Q: 3 clusters Score -3365132 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3365595.750000 Penalty: 3326.998779
	Iteration 17Q: 3 clusters Score -3365596 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3365912.500000 Penalty: 3326.998779
	Iteration 18Q: 3 clusters Score -3365912 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3366147.000000 Penalty: 3326.998779
	Iteration 19Q: 3 clusters Score -3366147 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3366284.000000 Penalty: 3326.998779
	Iteration 20F: 3 clusters Score -3366284 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -3366368.500000 Penalty: 3326.998779
	Iteration 21Q: 3 clusters Score -3366368 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3366432.750000 Penalty: 3326.998779
	Iteration 22Q: 3 clusters Score -3366433 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3366493.500000 Penalty: 3326.998779
	Iteration 23Q: 3 clusters Score -3366494 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -3366542.000000 Penalty: 3326.998779
	Iteration 24Q: 3 clusters Score -3366542 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -3366567.500000 Penalty: 3326.998779
	Iteration 25Q: 3 clusters Score -3366568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3366587.000000 Penalty: 3326.998779
	Iteration 26Q: 3 clusters Score -3366587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -3366608.250000 Penalty: 3326.998779
	Iteration 27Q: 3 clusters Score -3366608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -3366610.000000 Penalty: 3326.998779
	Iteration 28Q: 3 clusters Score -3366610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -3366619.500000 Penalty: 3326.998779
	Iteration 29Q: 3 clusters Score -3366620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3366632.500000 Penalty: 3326.998779
	Iteration 30Q: 3 clusters Score -3366632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -3366641.000000 Penalty: 3326.998779
	Iteration 31Q: 3 clusters Score -3366641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3366646.500000 Penalty: 3326.998779
	Iteration 32Q: 3 clusters Score -3366646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -3366644.500000 Penalty: 3326.998779
	Iteration 33Q: 3 clusters Score -3366644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3366647.000000 Penalty: 3326.998779
	Iteration 34Q: 3 clusters Score -3366647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -3366646.750000 Penalty: 3326.998779
	Iteration 35Q: 3 clusters Score -3366647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -3366643.750000 Penalty: 3326.998779
	Iteration 36Q: 3 clusters Score -3366644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -3366647.750000 Penalty: 3326.998779
	Iteration 37Q: 3 clusters Score -3366648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -3366644.000000 Penalty: 3326.998779
	Iteration 38Q: 3 clusters Score -3366644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3366647.250000 Penalty: 3326.998779
	Iteration 39Q: 3 clusters Score -3366647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3366646.500000 Penalty: 3326.998779
	Iteration 40F: 3 clusters Score -3366646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3366648.500000 Penalty: 3326.998779
	Iteration 41Q: 3 clusters Score -3366648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3366650.000000 Penalty: 3326.998779
	Iteration 42Q: 3 clusters Score -3366650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -3366647.000000 Penalty: 3326.998779
	Iteration 43Q: 3 clusters Score -3366647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3366647.000000 Penalty: 3326.998779
	Iteration 44Q: 3 clusters Score -3366647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3366645.500000 Penalty: 3326.998779
	Iteration 45Q: 3 clusters Score -3366646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3366648.750000 Penalty: 3326.998779
	Iteration 46Q: 3 clusters Score -3366649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -3366649.250000 Penalty: 3326.998779
	Iteration 47Q: 3 clusters Score -3366649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -3366648.500000 Penalty: 3326.998779
	Iteration 48Q: 3 clusters Score -3366648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3366650.500000 Penalty: 3326.998779
	Iteration 49Q: 3 clusters Score -3366650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -3366650.000000 Penalty: 3326.998779
	Iteration 50Q: 3 clusters Score -3366650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -3366650.000000 Penalty: 3326.998779
	Iteration 51F: 3 clusters Score -3366650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -256313.312500 Penalty: 1236.763550
	Iteration 0F: 2 clusters Score -256313.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -254226.468750 Penalty: 2473.527100
	Iteration 0F: 3 clusters Score -254226.5 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -254693.656250 Penalty: 2473.527100
	Iteration 1F: 3 clusters Score -254693.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -254797.468750 Penalty: 2473.527100
	Iteration 2F: 3 clusters Score -254797.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -254859.937500 Penalty: 2473.527100
	Iteration 3Q: 3 clusters Score -254859.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -254895.171875 Penalty: 2473.527100
	Iteration 4Q: 3 clusters Score -254895.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -254920.140625 Penalty: 2473.527100
	Iteration 5Q: 3 clusters Score -254920.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -254932.812500 Penalty: 2473.527100
	Iteration 6Q: 3 clusters Score -254932.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -254939.187500 Penalty: 2473.527100
	Iteration 7Q: 3 clusters Score -254939.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -254943.734375 Penalty: 2473.527100
	Iteration 8Q: 3 clusters Score -254943.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -254947.734375 Penalty: 2473.527100
	Iteration 9Q: 3 clusters Score -254947.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -254954.593750 Penalty: 2473.527100
	Iteration 10Q: 3 clusters Score -254954.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -254960.328125 Penalty: 2473.527100
	Iteration 11Q: 3 clusters Score -254960.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -254962.437500 Penalty: 2473.527100
	Iteration 12Q: 3 clusters Score -254962.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -254966.437500 Penalty: 2473.527100
	Iteration 13Q: 3 clusters Score -254966.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -254968.750000 Penalty: 2473.527100
	Iteration 14Q: 3 clusters Score -254968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -254969.171875 Penalty: 2473.527100
	Iteration 15Q: 3 clusters Score -254969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -254970.250000 Penalty: 2473.527100
	Iteration 16Q: 3 clusters Score -254970.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -254970.250000 Penalty: 2473.527100
	Iteration 17F: 3 clusters Score -254970.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Entering Unmasked Estep 
Score: -7715402.000000 Penalty: 1793.648560
	Iteration 0F: 2 clusters Score -7715402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -7675127.500000 Penalty: 3587.297119
	Iteration 0F: 3 clusters Score -7675128 nChanged 29383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -7691610.000000 Penalty: 3587.297119
	Iteration 1F: 3 clusters Score -7691610 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -7691986.000000 Penalty: 3587.297119
	Iteration 2Q: 3 clusters Score -7691986 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -7692432.500000 Penalty: 3587.297119
	Iteration 3Q: 3 clusters Score -7692432 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -7692978.500000 Penalty: 3587.297119
	Iteration 4Q: 3 clusters Score -7692978 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -7693708.500000 Penalty: 3587.297119
	Iteration 5Q: 3 clusters Score -7693708 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -7694869.000000 Penalty: 3587.297119
	Iteration 6Q: 3 clusters Score -7694869 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -7696655.000000 Penalty: 3587.297119
	Iteration 7Q: 3 clusters Score -7696655 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -7699402.000000 Penalty: 3587.297119
	Iteration 8F: 3 clusters Score -7699402 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -7702836.500000 Penalty: 3587.297119
	Iteration 9F: 3 clusters Score -7702836 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -7705289.500000 Penalty: 3587.297119
	Iteration 10F: 3 clusters Score -7705290 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -7706276.500000 Penalty: 3587.297119
	Iteration 11Q: 3 clusters Score -7706276 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -7706644.000000 Penalty: 3587.297119
	Iteration 12Q: 3 clusters Score -7706644 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -7706793.000000 Penalty: 3587.297119
	Iteration 13Q: 3 clusters Score -7706793 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -7706923.500000 Penalty: 3587.297119
	Iteration 14Q: 3 clusters Score -7706924 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -7707041.500000 Penalty: 3587.297119
	Iteration 15Q: 3 clusters Score -7707042 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -7707151.500000 Penalty: 3587.297119
	Iteration 16Q: 3 clusters Score -7707152 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -7707267.500000 Penalty: 3587.297119
	Iteration 17Q: 3 clusters Score -7707268 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -7707317.000000 Penalty: 3587.297119
	Iteration 18Q: 3 clusters Score -7707317 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -7707409.500000 Penalty: 3587.297119
	Iteration 19Q: 3 clusters Score -7707410 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -7707521.000000 Penalty: 3587.297119
	Iteration 20F: 3 clusters Score -7707521 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -7707570.000000 Penalty: 3587.297119
	Iteration 21Q: 3 clusters Score -7707570 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -7707646.000000 Penalty: 3587.297119
	Iteration 22Q: 3 clusters Score -7707646 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -7707711.000000 Penalty: 3587.297119
	Iteration 23Q: 3 clusters Score -7707711 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -7707767.000000 Penalty: 3587.297119
	Iteration 24Q: 3 clusters Score -7707767 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -7707818.500000 Penalty: 3587.297119
	Iteration 25Q: 3 clusters Score -7707818 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -7707830.500000 Penalty: 3587.297119
	Iteration 26Q: 3 clusters Score -7707830 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -7707919.000000 Penalty: 3587.297119
	Iteration 27Q: 3 clusters Score -7707919 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -7707990.000000 Penalty: 3587.297119
	Iteration 28Q: 3 clusters Score -7707990 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -7708072.500000 Penalty: 3587.297119
	Iteration 29Q: 3 clusters Score -7708072 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -7708156.500000 Penalty: 3587.297119
	Iteration 30Q: 3 clusters Score -7708156 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -7708232.500000 Penalty: 3587.297119
	Iteration 31Q: 3 clusters Score -7708232 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -7708347.000000 Penalty: 3587.297119
	Iteration 32Q: 3 clusters Score -7708347 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -7708435.000000 Penalty: 3587.297119
	Iteration 33Q: 3 clusters Score -7708435 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -7708521.000000 Penalty: 3587.297119
	Iteration 34Q: 3 clusters Score -7708521 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -7708652.500000 Penalty: 3587.297119
	Iteration 35Q: 3 clusters Score -7708652 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -7708796.500000 Penalty: 3587.297119
	Iteration 36Q: 3 clusters Score -7708796 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -7708916.000000 Penalty: 3587.297119
	Iteration 37Q: 3 clusters Score -7708916 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -7709091.500000 Penalty: 3587.297119
	Iteration 38Q: 3 clusters Score -7709092 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -7709246.500000 Penalty: 3587.297119
	Iteration 39Q: 3 clusters Score -7709246 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -7709525.000000 Penalty: 3587.297119
	Iteration 40F: 3 clusters Score -7709525 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -7709727.000000 Penalty: 3587.297119
	Iteration 41Q: 3 clusters Score -7709727 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -7709988.500000 Penalty: 3587.297119
	Iteration 42Q: 3 clusters Score -7709988 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -7710281.000000 Penalty: 3587.297119
	Iteration 43Q: 3 clusters Score -7710281 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -7710550.000000 Penalty: 3587.297119
	Iteration 44Q: 3 clusters Score -7710550 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -7710780.000000 Penalty: 3587.297119
	Iteration 45Q: 3 clusters Score -7710780 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -7710962.500000 Penalty: 3587.297119
	Iteration 46Q: 3 clusters Score -7710962 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -7711185.500000 Penalty: 3587.297119
	Iteration 47Q: 3 clusters Score -7711186 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -7711367.000000 Penalty: 3587.297119
	Iteration 48Q: 3 clusters Score -7711367 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -7711532.500000 Penalty: 3587.297119
	Iteration 49Q: 3 clusters Score -7711532 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -7711685.000000 Penalty: 3587.297119
	Iteration 50Q: 3 clusters Score -7711685 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -7711792.000000 Penalty: 3587.297119
	Iteration 51Q: 3 clusters Score -7711792 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -7711925.500000 Penalty: 3587.297119
	Iteration 52Q: 3 clusters Score -7711926 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -7712001.500000 Penalty: 3587.297119
	Iteration 53Q: 3 clusters Score -7712002 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -7712077.000000 Penalty: 3587.297119
	Iteration 54Q: 3 clusters Score -7712077 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -7712140.000000 Penalty: 3587.297119
	Iteration 55Q: 3 clusters Score -7712140 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -7712227.500000 Penalty: 3587.297119
	Iteration 56Q: 3 clusters Score -7712228 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -7712309.000000 Penalty: 3587.297119
	Iteration 57Q: 3 clusters Score -7712309 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -7712371.000000 Penalty: 3587.297119
	Iteration 58Q: 3 clusters Score -7712371 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -7712408.500000 Penalty: 3587.297119
	Iteration 59Q: 3 clusters Score -7712408 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -7712458.000000 Penalty: 3587.297119
	Iteration 60F: 3 clusters Score -7712458 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -7712498.500000 Penalty: 3587.297119
	Iteration 61Q: 3 clusters Score -7712498 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -7712561.000000 Penalty: 3587.297119
	Iteration 62Q: 3 clusters Score -7712561 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -7712584.500000 Penalty: 3587.297119
	Iteration 63Q: 3 clusters Score -7712584 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -7712620.500000 Penalty: 3587.297119
	Iteration 64Q: 3 clusters Score -7712620 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -7712663.000000 Penalty: 3587.297119
	Iteration 65Q: 3 clusters Score -7712663 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -7712676.500000 Penalty: 3587.297119
	Iteration 66Q: 3 clusters Score -7712676 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -7712716.000000 Penalty: 3587.297119
	Iteration 67Q: 3 clusters Score -7712716 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -7712734.000000 Penalty: 3587.297119
	Iteration 68Q: 3 clusters Score -7712734 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -7712787.000000 Penalty: 3587.297119
	Iteration 69Q: 3 clusters Score -7712787 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -7712841.500000 Penalty: 3587.297119
	Iteration 70Q: 3 clusters Score -7712842 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -7712882.500000 Penalty: 3587.297119
	Iteration 71Q: 3 clusters Score -7712882 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -7712920.000000 Penalty: 3587.297119
	Iteration 72Q: 3 clusters Score -7712920 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54019 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -7712948.000000 Penalty: 3587.297119
	Iteration 73Q: 3 clusters Score -7712948 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -7712956.000000 Penalty: 3587.297119
	Iteration 74Q: 3 clusters Score -7712956 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -7712984.000000 Penalty: 3587.297119
	Iteration 75Q: 3 clusters Score -7712984 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7713123 nChanged 208
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Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7713153 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7713203 nChanged 193
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Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7713253 nChanged 201
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Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56713 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7713485 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7713509 nChanged 101
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Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7713544 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7713540 nChanged 73
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Mstep: Class 1 contains 57699 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7713558 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7713550 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7713558 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7713568 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7713585 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7713642 nChanged 77
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Mstep: Class 1 contains 58473 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7713658 nChanged 62
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Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7713662 nChanged 56
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Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7713683 nChanged 52
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Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7713692 nChanged 52
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Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7713696 nChanged 37
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Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7713700 nChanged 38
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Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7713723 nChanged 33
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Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7713704 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7713702 nChanged 29
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Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7713705 nChanged 27
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Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7713710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7713726 nChanged 33
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Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7713726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7713731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7713726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -7713733.000000 Penalty: 3587.297119
	Iteration 119Q: 3 clusters Score -7713733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7713730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -7713741.500000 Penalty: 3587.297119
	Iteration 121Q: 3 clusters Score -7713742 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59122 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7713736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7713754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7713752 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7713742 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59269 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7713758 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7713770 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7713782 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7713794 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59409 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7713792 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7713786 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7713800 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7713800 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7713806 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -7713813.000000 Penalty: 3587.297119
	Iteration 135Q: 3 clusters Score -7713813 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7713808 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -7713811.500000 Penalty: 3587.297119
	Iteration 137Q: 3 clusters Score -7713812 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7713820 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7713821 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -7713816.000000 Penalty: 3587.297119
	Iteration 140F: 3 clusters Score -7713816 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -7713815.000000 Penalty: 3587.297119
	Iteration 141Q: 3 clusters Score -7713815 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7713816 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -7713814.500000 Penalty: 3587.297119
	Iteration 143Q: 3 clusters Score -7713814 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7713812 nChanged 7
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Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7713826 nChanged 9
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Mstep: Class 1 contains 59633 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7713828 nChanged 8
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Mstep: Class 1 contains 59641 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7713824 nChanged 6
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Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7713823 nChanged 4
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Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7713824 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7713822 nChanged 6
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Mstep: Class 1 contains 59661 members 
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Entering Unmasked Estep 
Score: -7713821.000000 Penalty: 3587.297119
	Iteration 151Q: 3 clusters Score -7713821 nChanged 9
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Mstep: Class 1 contains 59670 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7713828 nChanged 13
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Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 2500 members 
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	Iteration 153Q: 3 clusters Score -7713830 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 2491 members 
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	Iteration 154Q: 3 clusters Score -7713828 nChanged 6
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Mstep: Class 1 contains 59698 members 
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	Iteration 155Q: 3 clusters Score -7713823 nChanged 6
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Mstep: Class 1 contains 59702 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -7713830 nChanged 7
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Mstep: Class 1 contains 59709 members 
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Entering Unmasked Estep 
Score: -7713835.000000 Penalty: 3587.297119
	Iteration 157Q: 3 clusters Score -7713835 nChanged 4
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Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 2470 members 
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	Iteration 158Q: 3 clusters Score -7713836 nChanged 5
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Mstep: Class 1 contains 59718 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -7713842 nChanged 7
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Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7713835 nChanged 7
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Mstep: Class 1 contains 59730 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7713836 nChanged 5
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Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7713847.000000 Penalty: 3587.297119
	Iteration 162Q: 3 clusters Score -7713847 nChanged 4
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Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7713840.000000 Penalty: 3587.297119
	Iteration 163Q: 3 clusters Score -7713840 nChanged 5
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Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 2441 members 
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	Iteration 164Q: 3 clusters Score -7713840 nChanged 5
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Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -7713836 nChanged 8
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Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 2430 members 
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Score: -7713834.000000 Penalty: 3587.297119
	Iteration 166Q: 3 clusters Score -7713834 nChanged 6
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Mstep: Class 1 contains 59759 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -7713834 nChanged 8
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Mstep: Class 1 contains 59763 members 
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Entering Unmasked Estep 
Score: -7713830.500000 Penalty: 3587.297119
	Iteration 168Q: 3 clusters Score -7713830 nChanged 5
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Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7713831.500000 Penalty: 3587.297119
	Iteration 169Q: 3 clusters Score -7713832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -7713837.500000 Penalty: 3587.297119
	Iteration 170Q: 3 clusters Score -7713838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7713842.500000 Penalty: 3587.297119
	Iteration 171Q: 3 clusters Score -7713842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7713839.500000 Penalty: 3587.297119
	Iteration 172Q: 3 clusters Score -7713840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7713837.500000 Penalty: 3587.297119
	Iteration 173Q: 3 clusters Score -7713838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -7713836.500000 Penalty: 3587.297119
	Iteration 174Q: 3 clusters Score -7713836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7713840.500000 Penalty: 3587.297119
	Iteration 175Q: 3 clusters Score -7713840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -7713839.000000 Penalty: 3587.297119
	Iteration 176Q: 3 clusters Score -7713839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7713838.000000 Penalty: 3587.297119
	Iteration 177Q: 3 clusters Score -7713838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7713837.500000 Penalty: 3587.297119
	Iteration 178Q: 3 clusters Score -7713838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7713833.500000 Penalty: 3587.297119
	Iteration 179Q: 3 clusters Score -7713834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7713830.500000 Penalty: 3587.297119
	Iteration 180F: 3 clusters Score -7713830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -7713832.500000 Penalty: 3587.297119
	Iteration 181Q: 3 clusters Score -7713832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -7713830.500000 Penalty: 3587.297119
	Iteration 182Q: 3 clusters Score -7713830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -7713842.000000 Penalty: 3587.297119
	Iteration 183Q: 3 clusters Score -7713842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7713840.500000 Penalty: 3587.297119
	Iteration 184Q: 3 clusters Score -7713840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7713837.000000 Penalty: 3587.297119
	Iteration 185Q: 3 clusters Score -7713837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7713831.500000 Penalty: 3587.297119
	Iteration 186Q: 3 clusters Score -7713832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7713835.500000 Penalty: 3587.297119
	Iteration 187Q: 3 clusters Score -7713836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -7713853.000000 Penalty: 3587.297119
	Iteration 188Q: 3 clusters Score -7713853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -7713862.000000 Penalty: 3587.297119
	Iteration 189Q: 3 clusters Score -7713862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7713862.500000 Penalty: 3587.297119
	Iteration 190Q: 3 clusters Score -7713862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -7713863.500000 Penalty: 3587.297119
	Iteration 191Q: 3 clusters Score -7713864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7713870.000000 Penalty: 3587.297119
	Iteration 192Q: 3 clusters Score -7713870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -7713866.500000 Penalty: 3587.297119
	Iteration 193Q: 3 clusters Score -7713866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -7713866.000000 Penalty: 3587.297119
	Iteration 194Q: 3 clusters Score -7713866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59921 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -7713877.000000 Penalty: 3587.297119
	Iteration 195Q: 3 clusters Score -7713877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59930 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -7713874.000000 Penalty: 3587.297119
	Iteration 196Q: 3 clusters Score -7713874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -7713872.500000 Penalty: 3587.297119
	Iteration 197Q: 3 clusters Score -7713872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -7713871.000000 Penalty: 3587.297119
	Iteration 198Q: 3 clusters Score -7713871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -7713882.000000 Penalty: 3587.297119
	Iteration 199Q: 3 clusters Score -7713882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7713881.500000 Penalty: 3587.297119
	Iteration 200F: 3 clusters Score -7713882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7713882.500000 Penalty: 3587.297119
	Iteration 201Q: 3 clusters Score -7713882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7713886.500000 Penalty: 3587.297119
	Iteration 202Q: 3 clusters Score -7713886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7713886.500000 Penalty: 3587.297119
	Iteration 203F: 3 clusters Score -7713886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Entering Unmasked Estep 
Score: -968488.875000 Penalty: 1456.825439
	Iteration 0F: 2 clusters Score -968488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -962674.625000 Penalty: 2913.650879
	Iteration 0F: 3 clusters Score -962674.6 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -964570.437500 Penalty: 2913.650879
	Iteration 1F: 3 clusters Score -964570.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -964886.062500 Penalty: 2913.650879
	Iteration 2F: 3 clusters Score -964886.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -965141.187500 Penalty: 2913.650879
	Iteration 3F: 3 clusters Score -965141.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -965347.000000 Penalty: 2913.650879
	Iteration 4F: 3 clusters Score -965347 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -965522.437500 Penalty: 2913.650879
	Iteration 5Q: 3 clusters Score -965522.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -965686.000000 Penalty: 2913.650879
	Iteration 6Q: 3 clusters Score -965686 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -965849.125000 Penalty: 2913.650879
	Iteration 7Q: 3 clusters Score -965849.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -965980.562500 Penalty: 2913.650879
	Iteration 8Q: 3 clusters Score -965980.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -966086.687500 Penalty: 2913.650879
	Iteration 9Q: 3 clusters Score -966086.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -966165.937500 Penalty: 2913.650879
	Iteration 10Q: 3 clusters Score -966165.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -966216.187500 Penalty: 2913.650879
	Iteration 11Q: 3 clusters Score -966216.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -966268.062500 Penalty: 2913.650879
	Iteration 12Q: 3 clusters Score -966268.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -966312.687500 Penalty: 2913.650879
	Iteration 13Q: 3 clusters Score -966312.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -966347.125000 Penalty: 2913.650879
	Iteration 14Q: 3 clusters Score -966347.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -966379.125000 Penalty: 2913.650879
	Iteration 15Q: 3 clusters Score -966379.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -966404.125000 Penalty: 2913.650879
	Iteration 16Q: 3 clusters Score -966404.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -966431.875000 Penalty: 2913.650879
	Iteration 17Q: 3 clusters Score -966431.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -966451.437500 Penalty: 2913.650879
	Iteration 18Q: 3 clusters Score -966451.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -966470.125000 Penalty: 2913.650879
	Iteration 19Q: 3 clusters Score -966470.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -966478.375000 Penalty: 2913.650879
	Iteration 20F: 3 clusters Score -966478.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -966486.687500 Penalty: 2913.650879
	Iteration 21Q: 3 clusters Score -966486.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -966489.625000 Penalty: 2913.650879
	Iteration 22Q: 3 clusters Score -966489.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -966494.937500 Penalty: 2913.650879
	Iteration 23Q: 3 clusters Score -966494.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -966500.375000 Penalty: 2913.650879
	Iteration 24Q: 3 clusters Score -966500.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -966505.375000 Penalty: 2913.650879
	Iteration 25Q: 3 clusters Score -966505.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -966508.312500 Penalty: 2913.650879
	Iteration 26Q: 3 clusters Score -966508.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -966512.750000 Penalty: 2913.650879
	Iteration 27Q: 3 clusters Score -966512.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -966519.062500 Penalty: 2913.650879
	Iteration 28Q: 3 clusters Score -966519.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -966522.562500 Penalty: 2913.650879
	Iteration 29Q: 3 clusters Score -966522.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -966529.187500 Penalty: 2913.650879
	Iteration 30Q: 3 clusters Score -966529.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -966538.312500 Penalty: 2913.650879
	Iteration 31Q: 3 clusters Score -966538.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -966543.937500 Penalty: 2913.650879
	Iteration 32Q: 3 clusters Score -966543.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -966551.250000 Penalty: 2913.650879
	Iteration 33Q: 3 clusters Score -966551.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -966551.375000 Penalty: 2913.650879
	Iteration 34Q: 3 clusters Score -966551.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -966555.000000 Penalty: 2913.650879
	Iteration 35Q: 3 clusters Score -966555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -966560.437500 Penalty: 2913.650879
	Iteration 36Q: 3 clusters Score -966560.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -966560.187500 Penalty: 2913.650879
	Iteration 37Q: 3 clusters Score -966560.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -966562.125000 Penalty: 2913.650879
	Iteration 38Q: 3 clusters Score -966562.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -966565.875000 Penalty: 2913.650879
	Iteration 39Q: 3 clusters Score -966565.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -966565.437500 Penalty: 2913.650879
	Iteration 40F: 3 clusters Score -966565.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -966567.312500 Penalty: 2913.650879
	Iteration 41Q: 3 clusters Score -966567.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -966568.812500 Penalty: 2913.650879
	Iteration 42Q: 3 clusters Score -966568.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -966569.625000 Penalty: 2913.650879
	Iteration 43Q: 3 clusters Score -966569.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -966572.750000 Penalty: 2913.650879
	Iteration 44Q: 3 clusters Score -966572.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -966577.625000 Penalty: 2913.650879
	Iteration 45Q: 3 clusters Score -966577.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -966580.625000 Penalty: 2913.650879
	Iteration 46Q: 3 clusters Score -966580.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -966584.062500 Penalty: 2913.650879
	Iteration 47Q: 3 clusters Score -966584.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -966588.375000 Penalty: 2913.650879
	Iteration 48Q: 3 clusters Score -966588.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -966591.625000 Penalty: 2913.650879
	Iteration 49Q: 3 clusters Score -966591.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -966594.750000 Penalty: 2913.650879
	Iteration 50Q: 3 clusters Score -966594.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -966594.687500 Penalty: 2913.650879
	Iteration 51Q: 3 clusters Score -966594.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -966597.125000 Penalty: 2913.650879
	Iteration 52Q: 3 clusters Score -966597.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -966596.937500 Penalty: 2913.650879
	Iteration 53Q: 3 clusters Score -966596.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -966598.250000 Penalty: 2913.650879
	Iteration 54Q: 3 clusters Score -966598.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -966599.187500 Penalty: 2913.650879
	Iteration 55Q: 3 clusters Score -966599.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -966599.750000 Penalty: 2913.650879
	Iteration 56Q: 3 clusters Score -966599.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -966601.125000 Penalty: 2913.650879
	Iteration 57Q: 3 clusters Score -966601.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -966600.000000 Penalty: 2913.650879
	Iteration 58Q: 3 clusters Score -966600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -966603.437500 Penalty: 2913.650879
	Iteration 59Q: 3 clusters Score -966603.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -966603.000000 Penalty: 2913.650879
	Iteration 60F: 3 clusters Score -966603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -966602.437500 Penalty: 2913.650879
	Iteration 61Q: 3 clusters Score -966602.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -966605.187500 Penalty: 2913.650879
	Iteration 62Q: 3 clusters Score -966605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -966606.687500 Penalty: 2913.650879
	Iteration 63Q: 3 clusters Score -966606.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -966608.000000 Penalty: 2913.650879
	Iteration 64Q: 3 clusters Score -966608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -966607.812500 Penalty: 2913.650879
	Iteration 65Q: 3 clusters Score -966607.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -966608.437500 Penalty: 2913.650879
	Iteration 66Q: 3 clusters Score -966608.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -966613.875000 Penalty: 2913.650879
	Iteration 67Q: 3 clusters Score -966613.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -966615.625000 Penalty: 2913.650879
	Iteration 68Q: 3 clusters Score -966615.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -966616.312500 Penalty: 2913.650879
	Iteration 69Q: 3 clusters Score -966616.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -966620.062500 Penalty: 2913.650879
	Iteration 70Q: 3 clusters Score -966620.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -966620.937500 Penalty: 2913.650879
	Iteration 71Q: 3 clusters Score -966620.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -966623.937500 Penalty: 2913.650879
	Iteration 72Q: 3 clusters Score -966623.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -966629.500000 Penalty: 2913.650879
	Iteration 73Q: 3 clusters Score -966629.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -966631.812500 Penalty: 2913.650879
	Iteration 74Q: 3 clusters Score -966631.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -966635.937500 Penalty: 2913.650879
	Iteration 75Q: 3 clusters Score -966635.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -966641.437500 Penalty: 2913.650879
	Iteration 76Q: 3 clusters Score -966641.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -966648.312500 Penalty: 2913.650879
	Iteration 77Q: 3 clusters Score -966648.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -966656.625000 Penalty: 2913.650879
	Iteration 78Q: 3 clusters Score -966656.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -966665.812500 Penalty: 2913.650879
	Iteration 79Q: 3 clusters Score -966665.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -966672.937500 Penalty: 2913.650879
	Iteration 80F: 3 clusters Score -966672.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -966678.875000 Penalty: 2913.650879
	Iteration 81Q: 3 clusters Score -966678.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -966682.375000 Penalty: 2913.650879
	Iteration 82Q: 3 clusters Score -966682.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -966691.250000 Penalty: 2913.650879
	Iteration 83Q: 3 clusters Score -966691.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -966696.562500 Penalty: 2913.650879
	Iteration 84Q: 3 clusters Score -966696.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -966699.375000 Penalty: 2913.650879
	Iteration 85Q: 3 clusters Score -966699.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -966705.125000 Penalty: 2913.650879
	Iteration 86Q: 3 clusters Score -966705.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -966708.937500 Penalty: 2913.650879
	Iteration 87Q: 3 clusters Score -966708.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -966710.500000 Penalty: 2913.650879
	Iteration 88Q: 3 clusters Score -966710.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -966712.125000 Penalty: 2913.650879
	Iteration 89Q: 3 clusters Score -966712.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -966715.812500 Penalty: 2913.650879
	Iteration 90Q: 3 clusters Score -966715.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -966717.187500 Penalty: 2913.650879
	Iteration 91Q: 3 clusters Score -966717.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -966720.687500 Penalty: 2913.650879
	Iteration 92Q: 3 clusters Score -966720.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -966723.812500 Penalty: 2913.650879
	Iteration 93Q: 3 clusters Score -966723.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -966724.437500 Penalty: 2913.650879
	Iteration 94Q: 3 clusters Score -966724.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -966727.750000 Penalty: 2913.650879
	Iteration 95Q: 3 clusters Score -966727.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -966731.437500 Penalty: 2913.650879
	Iteration 96Q: 3 clusters Score -966731.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -966736.437500 Penalty: 2913.650879
	Iteration 97Q: 3 clusters Score -966736.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -966737.625000 Penalty: 2913.650879
	Iteration 98Q: 3 clusters Score -966737.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -966741.625000 Penalty: 2913.650879
	Iteration 99Q: 3 clusters Score -966741.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -966746.687500 Penalty: 2913.650879
	Iteration 100F: 3 clusters Score -966746.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -966753.875000 Penalty: 2913.650879
	Iteration 101Q: 3 clusters Score -966753.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -966766.062500 Penalty: 2913.650879
	Iteration 102Q: 3 clusters Score -966766.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -966770.062500 Penalty: 2913.650879
	Iteration 103Q: 3 clusters Score -966770.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -966778.875000 Penalty: 2913.650879
	Iteration 104Q: 3 clusters Score -966778.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -966784.250000 Penalty: 2913.650879
	Iteration 105Q: 3 clusters Score -966784.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -966790.375000 Penalty: 2913.650879
	Iteration 106Q: 3 clusters Score -966790.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -966792.812500 Penalty: 2913.650879
	Iteration 107Q: 3 clusters Score -966792.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -966794.500000 Penalty: 2913.650879
	Iteration 108Q: 3 clusters Score -966794.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -966796.625000 Penalty: 2913.650879
	Iteration 109Q: 3 clusters Score -966796.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -966797.937500 Penalty: 2913.650879
	Iteration 110Q: 3 clusters Score -966797.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -966800.312500 Penalty: 2913.650879
	Iteration 111Q: 3 clusters Score -966800.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -966804.250000 Penalty: 2913.650879
	Iteration 112Q: 3 clusters Score -966804.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -966805.500000 Penalty: 2913.650879
	Iteration 113Q: 3 clusters Score -966805.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -966811.250000 Penalty: 2913.650879
	Iteration 114Q: 3 clusters Score -966811.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -966815.500000 Penalty: 2913.650879
	Iteration 115Q: 3 clusters Score -966815.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -966819.687500 Penalty: 2913.650879
	Iteration 116Q: 3 clusters Score -966819.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -966821.562500 Penalty: 2913.650879
	Iteration 117Q: 3 clusters Score -966821.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -966824.625000 Penalty: 2913.650879
	Iteration 118Q: 3 clusters Score -966824.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -966828.812500 Penalty: 2913.650879
	Iteration 119Q: 3 clusters Score -966828.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -966832.500000 Penalty: 2913.650879
	Iteration 120F: 3 clusters Score -966832.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -966836.562500 Penalty: 2913.650879
	Iteration 121Q: 3 clusters Score -966836.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -966842.687500 Penalty: 2913.650879
	Iteration 122Q: 3 clusters Score -966842.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -966846.312500 Penalty: 2913.650879
	Iteration 123Q: 3 clusters Score -966846.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -966850.250000 Penalty: 2913.650879
	Iteration 124Q: 3 clusters Score -966850.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -966854.750000 Penalty: 2913.650879
	Iteration 125Q: 3 clusters Score -966854.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -966855.375000 Penalty: 2913.650879
	Iteration 126Q: 3 clusters Score -966855.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -966855.812500 Penalty: 2913.650879
	Iteration 127Q: 3 clusters Score -966855.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -966857.187500 Penalty: 2913.650879
	Iteration 128Q: 3 clusters Score -966857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -966857.250000 Penalty: 2913.650879
	Iteration 129Q: 3 clusters Score -966857.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -966857.687500 Penalty: 2913.650879
	Iteration 130Q: 3 clusters Score -966857.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -966858.625000 Penalty: 2913.650879
	Iteration 131Q: 3 clusters Score -966858.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -966862.437500 Penalty: 2913.650879
	Iteration 132Q: 3 clusters Score -966862.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -966868.125000 Penalty: 2913.650879
	Iteration 133Q: 3 clusters Score -966868.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -966877.187500 Penalty: 2913.650879
	Iteration 134Q: 3 clusters Score -966877.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -966887.437500 Penalty: 2913.650879
	Iteration 135Q: 3 clusters Score -966887.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -966893.062500 Penalty: 2913.650879
	Iteration 136Q: 3 clusters Score -966893.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -966902.500000 Penalty: 2913.650879
	Iteration 137Q: 3 clusters Score -966902.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -966915.250000 Penalty: 2913.650879
	Iteration 138Q: 3 clusters Score -966915.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -966930.375000 Penalty: 2913.650879
	Iteration 139Q: 3 clusters Score -966930.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -966946.250000 Penalty: 2913.650879
	Iteration 140F: 3 clusters Score -966946.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -966957.687500 Penalty: 2913.650879
	Iteration 141Q: 3 clusters Score -966957.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -966971.937500 Penalty: 2913.650879
	Iteration 142Q: 3 clusters Score -966971.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -966985.687500 Penalty: 2913.650879
	Iteration 143Q: 3 clusters Score -966985.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -966993.687500 Penalty: 2913.650879
	Iteration 144Q: 3 clusters Score -966993.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -966998.062500 Penalty: 2913.650879
	Iteration 145Q: 3 clusters Score -966998.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -966999.125000 Penalty: 2913.650879
	Iteration 146Q: 3 clusters Score -966999.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -967003.375000 Penalty: 2913.650879
	Iteration 147Q: 3 clusters Score -967003.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -967008.250000 Penalty: 2913.650879
	Iteration 148Q: 3 clusters Score -967008.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -967013.062500 Penalty: 2913.650879
	Iteration 149Q: 3 clusters Score -967013.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -967017.250000 Penalty: 2913.650879
	Iteration 150Q: 3 clusters Score -967017.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -967019.687500 Penalty: 2913.650879
	Iteration 151Q: 3 clusters Score -967019.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -967024.875000 Penalty: 2913.650879
	Iteration 152Q: 3 clusters Score -967024.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -967025.062500 Penalty: 2913.650879
	Iteration 153Q: 3 clusters Score -967025.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -967027.187500 Penalty: 2913.650879
	Iteration 154Q: 3 clusters Score -967027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -967028.625000 Penalty: 2913.650879
	Iteration 155Q: 3 clusters Score -967028.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -967027.812500 Penalty: 2913.650879
	Iteration 156Q: 3 clusters Score -967027.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -967027.437500 Penalty: 2913.650879
	Iteration 157Q: 3 clusters Score -967027.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -967028.125000 Penalty: 2913.650879
	Iteration 158Q: 3 clusters Score -967028.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -967028.625000 Penalty: 2913.650879
	Iteration 159Q: 3 clusters Score -967028.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -967029.312500 Penalty: 2913.650879
	Iteration 160F: 3 clusters Score -967029.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Entering Unmasked Estep 
Score: -6837925.000000 Penalty: 1773.308472
	Iteration 0F: 2 clusters Score -6837925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -6801425.000000 Penalty: 3546.616943
	Iteration 0F: 3 clusters Score -6801425 nChanged 25694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -6816577.000000 Penalty: 3546.616943
	Iteration 1F: 3 clusters Score -6816577 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -6817619.000000 Penalty: 3546.616943
	Iteration 2Q: 3 clusters Score -6817619 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -6819110.500000 Penalty: 3546.616943
	Iteration 3F: 3 clusters Score -6819110 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -6821333.000000 Penalty: 3546.616943
	Iteration 4F: 3 clusters Score -6821333 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -6824552.000000 Penalty: 3546.616943
	Iteration 5F: 3 clusters Score -6824552 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -6828125.000000 Penalty: 3546.616943
	Iteration 6F: 3 clusters Score -6828125 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -6830598.000000 Penalty: 3546.616943
	Iteration 7F: 3 clusters Score -6830598 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -6831671.000000 Penalty: 3546.616943
	Iteration 8Q: 3 clusters Score -6831671 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -6832180.500000 Penalty: 3546.616943
	Iteration 9Q: 3 clusters Score -6832180 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -6832643.500000 Penalty: 3546.616943
	Iteration 10Q: 3 clusters Score -6832644 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -6833079.500000 Penalty: 3546.616943
	Iteration 11Q: 3 clusters Score -6833080 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -6833434.500000 Penalty: 3546.616943
	Iteration 12Q: 3 clusters Score -6833434 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -6833778.500000 Penalty: 3546.616943
	Iteration 13Q: 3 clusters Score -6833778 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -6834086.000000 Penalty: 3546.616943
	Iteration 14Q: 3 clusters Score -6834086 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -6834328.000000 Penalty: 3546.616943
	Iteration 15Q: 3 clusters Score -6834328 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -6834549.500000 Penalty: 3546.616943
	Iteration 16Q: 3 clusters Score -6834550 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -6834755.500000 Penalty: 3546.616943
	Iteration 17Q: 3 clusters Score -6834756 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -6834956.500000 Penalty: 3546.616943
	Iteration 18Q: 3 clusters Score -6834956 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -6835120.500000 Penalty: 3546.616943
	Iteration 19Q: 3 clusters Score -6835120 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 50805 members 
Entering Unmasked Estep 
Score: -6835304.500000 Penalty: 3546.616943
	Iteration 20F: 3 clusters Score -6835304 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -6835435.000000 Penalty: 3546.616943
	Iteration 21Q: 3 clusters Score -6835435 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -6835609.500000 Penalty: 3546.616943
	Iteration 22Q: 3 clusters Score -6835610 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -6835770.500000 Penalty: 3546.616943
	Iteration 23Q: 3 clusters Score -6835770 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -6835896.500000 Penalty: 3546.616943
	Iteration 24Q: 3 clusters Score -6835896 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -6835974.500000 Penalty: 3546.616943
	Iteration 25Q: 3 clusters Score -6835974 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -6836055.000000 Penalty: 3546.616943
	Iteration 26Q: 3 clusters Score -6836055 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -6836115.500000 Penalty: 3546.616943
	Iteration 27Q: 3 clusters Score -6836116 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -6836159.500000 Penalty: 3546.616943
	Iteration 28Q: 3 clusters Score -6836160 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -6836214.500000 Penalty: 3546.616943
	Iteration 29Q: 3 clusters Score -6836214 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -6836238.500000 Penalty: 3546.616943
	Iteration 30Q: 3 clusters Score -6836238 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -6836289.000000 Penalty: 3546.616943
	Iteration 31Q: 3 clusters Score -6836289 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -6836317.500000 Penalty: 3546.616943
	Iteration 32Q: 3 clusters Score -6836318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -6836337.000000 Penalty: 3546.616943
	Iteration 33Q: 3 clusters Score -6836337 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -6836348.000000 Penalty: 3546.616943
	Iteration 34Q: 3 clusters Score -6836348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -6836347.000000 Penalty: 3546.616943
	Iteration 35Q: 3 clusters Score -6836347 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -6836365.500000 Penalty: 3546.616943
	Iteration 36Q: 3 clusters Score -6836366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -6836364.500000 Penalty: 3546.616943
	Iteration 37Q: 3 clusters Score -6836364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -6836376.500000 Penalty: 3546.616943
	Iteration 38Q: 3 clusters Score -6836376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -6836384.000000 Penalty: 3546.616943
	Iteration 39Q: 3 clusters Score -6836384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -6836377.000000 Penalty: 3546.616943
	Iteration 40F: 3 clusters Score -6836377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -6836398.000000 Penalty: 3546.616943
	Iteration 41Q: 3 clusters Score -6836398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -6836400.000000 Penalty: 3546.616943
	Iteration 42Q: 3 clusters Score -6836400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -6836406.000000 Penalty: 3546.616943
	Iteration 43Q: 3 clusters Score -6836406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -6836417.000000 Penalty: 3546.616943
	Iteration 44Q: 3 clusters Score -6836417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -6836423.000000 Penalty: 3546.616943
	Iteration 45Q: 3 clusters Score -6836423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -6836435.500000 Penalty: 3546.616943
	Iteration 46Q: 3 clusters Score -6836436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -6836434.000000 Penalty: 3546.616943
	Iteration 47Q: 3 clusters Score -6836434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -6836429.000000 Penalty: 3546.616943
	Iteration 48Q: 3 clusters Score -6836429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -6836437.500000 Penalty: 3546.616943
	Iteration 49Q: 3 clusters Score -6836438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -6836444.000000 Penalty: 3546.616943
	Iteration 50Q: 3 clusters Score -6836444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -6836441.500000 Penalty: 3546.616943
	Iteration 51Q: 3 clusters Score -6836442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 54077 members 
Entering Unmasked Estep 
Score: -6836444.000000 Penalty: 3546.616943
	Iteration 52Q: 3 clusters Score -6836444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -6836445.000000 Penalty: 3546.616943
	Iteration 53Q: 3 clusters Score -6836445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -6836442.000000 Penalty: 3546.616943
	Iteration 54Q: 3 clusters Score -6836442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -6836451.500000 Penalty: 3546.616943
	Iteration 55Q: 3 clusters Score -6836452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -6836451.500000 Penalty: 3546.616943
	Iteration 56F: 3 clusters Score -6836452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Entering Unmasked Estep 
Score: -3392285.250000 Penalty: 1658.516479
	Iteration 0F: 2 clusters Score -3392285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3374004.250000 Penalty: 3317.032959
	Iteration 0F: 3 clusters Score -3374004 nChanged 12383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -3380954.750000 Penalty: 3317.032959
	Iteration 1F: 3 clusters Score -3380955 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3381439.250000 Penalty: 3317.032959
	Iteration 2Q: 3 clusters Score -3381439 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3381974.500000 Penalty: 3317.032959
	Iteration 3Q: 3 clusters Score -3381974 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3382658.250000 Penalty: 3317.032959
	Iteration 4Q: 3 clusters Score -3382658 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -3383589.250000 Penalty: 3317.032959
	Iteration 5F: 3 clusters Score -3383589 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3384820.750000 Penalty: 3317.032959
	Iteration 6F: 3 clusters Score -3384821 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3386226.000000 Penalty: 3317.032959
	Iteration 7F: 3 clusters Score -3386226 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3387334.000000 Penalty: 3317.032959
	Iteration 8F: 3 clusters Score -3387334 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3387918.250000 Penalty: 3317.032959
	Iteration 9Q: 3 clusters Score -3387918 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3388193.250000 Penalty: 3317.032959
	Iteration 10Q: 3 clusters Score -3388193 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -3388344.750000 Penalty: 3317.032959
	Iteration 11Q: 3 clusters Score -3388345 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3388427.750000 Penalty: 3317.032959
	Iteration 12Q: 3 clusters Score -3388428 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3388485.750000 Penalty: 3317.032959
	Iteration 13Q: 3 clusters Score -3388486 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3388557.000000 Penalty: 3317.032959
	Iteration 14Q: 3 clusters Score -3388557 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -3388596.250000 Penalty: 3317.032959
	Iteration 15Q: 3 clusters Score -3388596 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3388651.750000 Penalty: 3317.032959
	Iteration 16Q: 3 clusters Score -3388652 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -3388699.500000 Penalty: 3317.032959
	Iteration 17Q: 3 clusters Score -3388700 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3388743.500000 Penalty: 3317.032959
	Iteration 18Q: 3 clusters Score -3388744 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3388793.000000 Penalty: 3317.032959
	Iteration 19Q: 3 clusters Score -3388793 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3388848.000000 Penalty: 3317.032959
	Iteration 20F: 3 clusters Score -3388848 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3388906.500000 Penalty: 3317.032959
	Iteration 21Q: 3 clusters Score -3388906 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -3388959.750000 Penalty: 3317.032959
	Iteration 22Q: 3 clusters Score -3388960 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -3388996.500000 Penalty: 3317.032959
	Iteration 23Q: 3 clusters Score -3388996 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3389030.000000 Penalty: 3317.032959
	Iteration 24Q: 3 clusters Score -3389030 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -3389081.250000 Penalty: 3317.032959
	Iteration 25Q: 3 clusters Score -3389081 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -3389114.250000 Penalty: 3317.032959
	Iteration 26Q: 3 clusters Score -3389114 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -3389161.750000 Penalty: 3317.032959
	Iteration 27Q: 3 clusters Score -3389162 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3389211.000000 Penalty: 3317.032959
	Iteration 28Q: 3 clusters Score -3389211 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -3389245.250000 Penalty: 3317.032959
	Iteration 29Q: 3 clusters Score -3389245 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -3389290.500000 Penalty: 3317.032959
	Iteration 30Q: 3 clusters Score -3389290 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3389321.000000 Penalty: 3317.032959
	Iteration 31Q: 3 clusters Score -3389321 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -3389361.000000 Penalty: 3317.032959
	Iteration 32Q: 3 clusters Score -3389361 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -3389384.750000 Penalty: 3317.032959
	Iteration 33Q: 3 clusters Score -3389385 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -3389425.250000 Penalty: 3317.032959
	Iteration 34Q: 3 clusters Score -3389425 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3389456.500000 Penalty: 3317.032959
	Iteration 35Q: 3 clusters Score -3389456 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3389499.500000 Penalty: 3317.032959
	Iteration 36Q: 3 clusters Score -3389500 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -3389523.500000 Penalty: 3317.032959
	Iteration 37Q: 3 clusters Score -3389524 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3389545.000000 Penalty: 3317.032959
	Iteration 38Q: 3 clusters Score -3389545 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -3389577.000000 Penalty: 3317.032959
	Iteration 39Q: 3 clusters Score -3389577 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -3389599.000000 Penalty: 3317.032959
	Iteration 40F: 3 clusters Score -3389599 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -3389616.500000 Penalty: 3317.032959
	Iteration 41Q: 3 clusters Score -3389616 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3389628.500000 Penalty: 3317.032959
	Iteration 42Q: 3 clusters Score -3389628 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -3389658.000000 Penalty: 3317.032959
	Iteration 43Q: 3 clusters Score -3389658 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -3389681.750000 Penalty: 3317.032959
	Iteration 44Q: 3 clusters Score -3389682 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3389706.250000 Penalty: 3317.032959
	Iteration 45Q: 3 clusters Score -3389706 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -3389734.500000 Penalty: 3317.032959
	Iteration 46Q: 3 clusters Score -3389734 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -3389760.500000 Penalty: 3317.032959
	Iteration 47Q: 3 clusters Score -3389760 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3389784.250000 Penalty: 3317.032959
	Iteration 48Q: 3 clusters Score -3389784 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -3389821.500000 Penalty: 3317.032959
	Iteration 49Q: 3 clusters Score -3389822 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -3389824.250000 Penalty: 3317.032959
	Iteration 50Q: 3 clusters Score -3389824 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -3389860.750000 Penalty: 3317.032959
	Iteration 51Q: 3 clusters Score -3389861 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -3389885.500000 Penalty: 3317.032959
	Iteration 52Q: 3 clusters Score -3389886 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -3389915.500000 Penalty: 3317.032959
	Iteration 53Q: 3 clusters Score -3389916 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -3389944.250000 Penalty: 3317.032959
	Iteration 54Q: 3 clusters Score -3389944 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3389983 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3389997.750000 Penalty: 3317.032959
	Iteration 56Q: 3 clusters Score -3389998 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3390026.750000 Penalty: 3317.032959
	Iteration 57Q: 3 clusters Score -3390027 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -3390062.750000 Penalty: 3317.032959
	Iteration 58Q: 3 clusters Score -3390063 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -3390084.000000 Penalty: 3317.032959
	Iteration 59Q: 3 clusters Score -3390084 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -3390100.000000 Penalty: 3317.032959
	Iteration 60F: 3 clusters Score -3390100 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3390119.000000 Penalty: 3317.032959
	Iteration 61Q: 3 clusters Score -3390119 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -3390131.000000 Penalty: 3317.032959
	Iteration 62Q: 3 clusters Score -3390131 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3390152.750000 Penalty: 3317.032959
	Iteration 63Q: 3 clusters Score -3390153 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3390179.250000 Penalty: 3317.032959
	Iteration 64Q: 3 clusters Score -3390179 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3390198.250000 Penalty: 3317.032959
	Iteration 65Q: 3 clusters Score -3390198 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -3390211.500000 Penalty: 3317.032959
	Iteration 66Q: 3 clusters Score -3390212 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3390240.750000 Penalty: 3317.032959
	Iteration 67Q: 3 clusters Score -3390241 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3390265.750000 Penalty: 3317.032959
	Iteration 68Q: 3 clusters Score -3390266 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3390285.500000 Penalty: 3317.032959
	Iteration 69Q: 3 clusters Score -3390286 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -3390301.500000 Penalty: 3317.032959
	Iteration 70Q: 3 clusters Score -3390302 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3390327.000000 Penalty: 3317.032959
	Iteration 71Q: 3 clusters Score -3390327 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -3390345.500000 Penalty: 3317.032959
	Iteration 72Q: 3 clusters Score -3390346 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -3390363.750000 Penalty: 3317.032959
	Iteration 73Q: 3 clusters Score -3390364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3390368.250000 Penalty: 3317.032959
	Iteration 74Q: 3 clusters Score -3390368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -3390369.000000 Penalty: 3317.032959
	Iteration 75Q: 3 clusters Score -3390369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3390381.750000 Penalty: 3317.032959
	Iteration 76Q: 3 clusters Score -3390382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3390391.250000 Penalty: 3317.032959
	Iteration 77Q: 3 clusters Score -3390391 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -3390410.250000 Penalty: 3317.032959
	Iteration 78Q: 3 clusters Score -3390410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3390417.000000 Penalty: 3317.032959
	Iteration 79Q: 3 clusters Score -3390417 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -3390431.250000 Penalty: 3317.032959
	Iteration 80F: 3 clusters Score -3390431 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -3390439.250000 Penalty: 3317.032959
	Iteration 81Q: 3 clusters Score -3390439 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3390444.500000 Penalty: 3317.032959
	Iteration 82Q: 3 clusters Score -3390444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3390449.250000 Penalty: 3317.032959
	Iteration 83Q: 3 clusters Score -3390449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3390457.000000 Penalty: 3317.032959
	Iteration 84Q: 3 clusters Score -3390457 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3390471.750000 Penalty: 3317.032959
	Iteration 85Q: 3 clusters Score -3390472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3390484.000000 Penalty: 3317.032959
	Iteration 86Q: 3 clusters Score -3390484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -3390495.250000 Penalty: 3317.032959
	Iteration 87Q: 3 clusters Score -3390495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3390504.500000 Penalty: 3317.032959
	Iteration 88Q: 3 clusters Score -3390504 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3390511.500000 Penalty: 3317.032959
	Iteration 89Q: 3 clusters Score -3390512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3390527.250000 Penalty: 3317.032959
	Iteration 90Q: 3 clusters Score -3390527 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3390536.500000 Penalty: 3317.032959
	Iteration 91Q: 3 clusters Score -3390536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3390536.250000 Penalty: 3317.032959
	Iteration 92Q: 3 clusters Score -3390536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3390532.750000 Penalty: 3317.032959
	Iteration 93Q: 3 clusters Score -3390533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3390542.250000 Penalty: 3317.032959
	Iteration 94Q: 3 clusters Score -3390542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3390553.750000 Penalty: 3317.032959
	Iteration 95Q: 3 clusters Score -3390554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3390566.750000 Penalty: 3317.032959
	Iteration 96Q: 3 clusters Score -3390567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -3390569.750000 Penalty: 3317.032959
	Iteration 97Q: 3 clusters Score -3390570 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3390583.500000 Penalty: 3317.032959
	Iteration 98Q: 3 clusters Score -3390584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3390603.000000 Penalty: 3317.032959
	Iteration 99Q: 3 clusters Score -3390603 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3390623.000000 Penalty: 3317.032959
	Iteration 100F: 3 clusters Score -3390623 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -3390630.000000 Penalty: 3317.032959
	Iteration 101Q: 3 clusters Score -3390630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -3390638.000000 Penalty: 3317.032959
	Iteration 102Q: 3 clusters Score -3390638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -3390647.000000 Penalty: 3317.032959
	Iteration 103Q: 3 clusters Score -3390647 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -3390651.250000 Penalty: 3317.032959
	Iteration 104Q: 3 clusters Score -3390651 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3390663.750000 Penalty: 3317.032959
	Iteration 105Q: 3 clusters Score -3390664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3390677.750000 Penalty: 3317.032959
	Iteration 106Q: 3 clusters Score -3390678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3390684.000000 Penalty: 3317.032959
	Iteration 107Q: 3 clusters Score -3390684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3390696.000000 Penalty: 3317.032959
	Iteration 108Q: 3 clusters Score -3390696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3390696.500000 Penalty: 3317.032959
	Iteration 109Q: 3 clusters Score -3390696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -3390714.250000 Penalty: 3317.032959
	Iteration 110Q: 3 clusters Score -3390714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3390721.000000 Penalty: 3317.032959
	Iteration 111Q: 3 clusters Score -3390721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3390736.000000 Penalty: 3317.032959
	Iteration 112Q: 3 clusters Score -3390736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3390741.000000 Penalty: 3317.032959
	Iteration 113Q: 3 clusters Score -3390741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3390741.250000 Penalty: 3317.032959
	Iteration 114Q: 3 clusters Score -3390741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3390758.250000 Penalty: 3317.032959
	Iteration 115Q: 3 clusters Score -3390758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -3390764.250000 Penalty: 3317.032959
	Iteration 116Q: 3 clusters Score -3390764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3390765.500000 Penalty: 3317.032959
	Iteration 117Q: 3 clusters Score -3390766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -3390781.250000 Penalty: 3317.032959
	Iteration 118Q: 3 clusters Score -3390781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -3390778.000000 Penalty: 3317.032959
	Iteration 119Q: 3 clusters Score -3390778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3390783.500000 Penalty: 3317.032959
	Iteration 120F: 3 clusters Score -3390784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3390784.750000 Penalty: 3317.032959
	Iteration 121Q: 3 clusters Score -3390785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -3390784.250000 Penalty: 3317.032959
	Iteration 122Q: 3 clusters Score -3390784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -3390786.750000 Penalty: 3317.032959
	Iteration 123Q: 3 clusters Score -3390787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3390787.000000 Penalty: 3317.032959
	Iteration 124Q: 3 clusters Score -3390787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -3390781.250000 Penalty: 3317.032959
	Iteration 125Q: 3 clusters Score -3390781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -3390784.000000 Penalty: 3317.032959
	Iteration 126Q: 3 clusters Score -3390784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3390781.250000 Penalty: 3317.032959
	Iteration 127Q: 3 clusters Score -3390781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -3390786.250000 Penalty: 3317.032959
	Iteration 128Q: 3 clusters Score -3390786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3390792.750000 Penalty: 3317.032959
	Iteration 129Q: 3 clusters Score -3390793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -3390792.000000 Penalty: 3317.032959
	Iteration 130Q: 3 clusters Score -3390792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -3390792.000000 Penalty: 3317.032959
	Iteration 131F: 3 clusters Score -3390792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Entering Unmasked Estep 
Score: -5743624.500000 Penalty: 1745.380005
	Iteration 0F: 2 clusters Score -5743624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -5712792.000000 Penalty: 3490.760010
	Iteration 0F: 3 clusters Score -5712792 nChanged 21498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -5724723.500000 Penalty: 3490.760010
	Iteration 1F: 3 clusters Score -5724724 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -5725248.000000 Penalty: 3490.760010
	Iteration 2Q: 3 clusters Score -5725248 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -5725797.000000 Penalty: 3490.760010
	Iteration 3Q: 3 clusters Score -5725797 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -5726533.000000 Penalty: 3490.760010
	Iteration 4Q: 3 clusters Score -5726533 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -5727562.500000 Penalty: 3490.760010
	Iteration 5Q: 3 clusters Score -5727562 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -5728973.000000 Penalty: 3490.760010
	Iteration 6F: 3 clusters Score -5728973 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -5730808.500000 Penalty: 3490.760010
	Iteration 7F: 3 clusters Score -5730808 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -5732971.000000 Penalty: 3490.760010
	Iteration 8F: 3 clusters Score -5732971 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -5735099.500000 Penalty: 3490.760010
	Iteration 9F: 3 clusters Score -5735100 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -5736944.000000 Penalty: 3490.760010
	Iteration 10Q: 3 clusters Score -5736944 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -5738378.500000 Penalty: 3490.760010
	Iteration 11Q: 3 clusters Score -5738378 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -5739340.000000 Penalty: 3490.760010
	Iteration 12Q: 3 clusters Score -5739340 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -5739948.000000 Penalty: 3490.760010
	Iteration 13Q: 3 clusters Score -5739948 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -5740358.000000 Penalty: 3490.760010
	Iteration 14Q: 3 clusters Score -5740358 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5740704.500000 Penalty: 3490.760010
	Iteration 15Q: 3 clusters Score -5740704 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5740957.500000 Penalty: 3490.760010
	Iteration 16Q: 3 clusters Score -5740958 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5741156.000000 Penalty: 3490.760010
	Iteration 17Q: 3 clusters Score -5741156 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5741338.500000 Penalty: 3490.760010
	Iteration 18Q: 3 clusters Score -5741338 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5741469.000000 Penalty: 3490.760010
	Iteration 19Q: 3 clusters Score -5741469 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5741574.000000 Penalty: 3490.760010
	Iteration 20F: 3 clusters Score -5741574 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5741669.000000 Penalty: 3490.760010
	Iteration 21Q: 3 clusters Score -5741669 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5741729.500000 Penalty: 3490.760010
	Iteration 22Q: 3 clusters Score -5741730 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5741806.500000 Penalty: 3490.760010
	Iteration 23Q: 3 clusters Score -5741806 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5741872.500000 Penalty: 3490.760010
	Iteration 24Q: 3 clusters Score -5741872 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5741920.500000 Penalty: 3490.760010
	Iteration 25Q: 3 clusters Score -5741920 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5741952.000000 Penalty: 3490.760010
	Iteration 26Q: 3 clusters Score -5741952 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5741990.000000 Penalty: 3490.760010
	Iteration 27Q: 3 clusters Score -5741990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5742012.500000 Penalty: 3490.760010
	Iteration 28Q: 3 clusters Score -5742012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5742039.000000 Penalty: 3490.760010
	Iteration 29Q: 3 clusters Score -5742039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5742046.000000 Penalty: 3490.760010
	Iteration 30Q: 3 clusters Score -5742046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5742059.000000 Penalty: 3490.760010
	Iteration 31Q: 3 clusters Score -5742059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5742069.000000 Penalty: 3490.760010
	Iteration 32Q: 3 clusters Score -5742069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5742076.000000 Penalty: 3490.760010
	Iteration 33Q: 3 clusters Score -5742076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5742090.000000 Penalty: 3490.760010
	Iteration 34Q: 3 clusters Score -5742090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5742111.000000 Penalty: 3490.760010
	Iteration 35Q: 3 clusters Score -5742111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5742104.000000 Penalty: 3490.760010
	Iteration 36Q: 3 clusters Score -5742104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5742108.000000 Penalty: 3490.760010
	Iteration 37Q: 3 clusters Score -5742108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5742113.000000 Penalty: 3490.760010
	Iteration 38Q: 3 clusters Score -5742113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5742119.500000 Penalty: 3490.760010
	Iteration 39Q: 3 clusters Score -5742120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5742119.500000 Penalty: 3490.760010
	Iteration 40F: 3 clusters Score -5742120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5742126.500000 Penalty: 3490.760010
	Iteration 41Q: 3 clusters Score -5742126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5742126.500000 Penalty: 3490.760010
	Iteration 42F: 3 clusters Score -5742126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Entering Unmasked Estep 
Score: -586356.687500 Penalty: 1383.425171
	Iteration 0F: 2 clusters Score -586356.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -582397.625000 Penalty: 2766.850342
	Iteration 0F: 3 clusters Score -582397.6 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -583498.187500 Penalty: 2766.850342
	Iteration 1F: 3 clusters Score -583498.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -583680.500000 Penalty: 2766.850342
	Iteration 2F: 3 clusters Score -583680.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -583808.375000 Penalty: 2766.850342
	Iteration 3F: 3 clusters Score -583808.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -583903.250000 Penalty: 2766.850342
	Iteration 4Q: 3 clusters Score -583903.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -583978.750000 Penalty: 2766.850342
	Iteration 5Q: 3 clusters Score -583978.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -584037.437500 Penalty: 2766.850342
	Iteration 6Q: 3 clusters Score -584037.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -584106.375000 Penalty: 2766.850342
	Iteration 7Q: 3 clusters Score -584106.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -584203.375000 Penalty: 2766.850342
	Iteration 8Q: 3 clusters Score -584203.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -584293.500000 Penalty: 2766.850342
	Iteration 9Q: 3 clusters Score -584293.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -584391.375000 Penalty: 2766.850342
	Iteration 10Q: 3 clusters Score -584391.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -584469.750000 Penalty: 2766.850342
	Iteration 11Q: 3 clusters Score -584469.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -584564.187500 Penalty: 2766.850342
	Iteration 12Q: 3 clusters Score -584564.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -584675.937500 Penalty: 2766.850342
	Iteration 13Q: 3 clusters Score -584675.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -584765.812500 Penalty: 2766.850342
	Iteration 14Q: 3 clusters Score -584765.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -584833.687500 Penalty: 2766.850342
	Iteration 15Q: 3 clusters Score -584833.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -584893.187500 Penalty: 2766.850342
	Iteration 16Q: 3 clusters Score -584893.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -584943.375000 Penalty: 2766.850342
	Iteration 17Q: 3 clusters Score -584943.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -584982.937500 Penalty: 2766.850342
	Iteration 18Q: 3 clusters Score -584982.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -585012.125000 Penalty: 2766.850342
	Iteration 19Q: 3 clusters Score -585012.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -585029.250000 Penalty: 2766.850342
	Iteration 20F: 3 clusters Score -585029.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -585047.562500 Penalty: 2766.850342
	Iteration 21Q: 3 clusters Score -585047.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -585072.562500 Penalty: 2766.850342
	Iteration 22Q: 3 clusters Score -585072.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -585092.500000 Penalty: 2766.850342
	Iteration 23Q: 3 clusters Score -585092.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -585114.187500 Penalty: 2766.850342
	Iteration 24Q: 3 clusters Score -585114.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -585135.562500 Penalty: 2766.850342
	Iteration 25Q: 3 clusters Score -585135.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -585153.937500 Penalty: 2766.850342
	Iteration 26Q: 3 clusters Score -585153.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -585171.875000 Penalty: 2766.850342
	Iteration 27Q: 3 clusters Score -585171.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -585189.937500 Penalty: 2766.850342
	Iteration 28Q: 3 clusters Score -585189.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -585205.250000 Penalty: 2766.850342
	Iteration 29Q: 3 clusters Score -585205.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -585222.812500 Penalty: 2766.850342
	Iteration 30Q: 3 clusters Score -585222.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -585239.250000 Penalty: 2766.850342
	Iteration 31Q: 3 clusters Score -585239.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -585253.062500 Penalty: 2766.850342
	Iteration 32Q: 3 clusters Score -585253.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -585264.437500 Penalty: 2766.850342
	Iteration 33Q: 3 clusters Score -585264.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -585274.562500 Penalty: 2766.850342
	Iteration 34Q: 3 clusters Score -585274.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -585283.125000 Penalty: 2766.850342
	Iteration 35Q: 3 clusters Score -585283.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -585290.187500 Penalty: 2766.850342
	Iteration 36Q: 3 clusters Score -585290.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -585298.562500 Penalty: 2766.850342
	Iteration 37Q: 3 clusters Score -585298.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -585307.625000 Penalty: 2766.850342
	Iteration 38Q: 3 clusters Score -585307.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -585315.875000 Penalty: 2766.850342
	Iteration 39Q: 3 clusters Score -585315.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -585323.187500 Penalty: 2766.850342
	Iteration 40F: 3 clusters Score -585323.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -585338.375000 Penalty: 2766.850342
	Iteration 41Q: 3 clusters Score -585338.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -585353.687500 Penalty: 2766.850342
	Iteration 42Q: 3 clusters Score -585353.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -585364.125000 Penalty: 2766.850342
	Iteration 43Q: 3 clusters Score -585364.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -585376.875000 Penalty: 2766.850342
	Iteration 44Q: 3 clusters Score -585376.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -585389.000000 Penalty: 2766.850342
	Iteration 45Q: 3 clusters Score -585389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -585404.375000 Penalty: 2766.850342
	Iteration 46Q: 3 clusters Score -585404.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -585416.812500 Penalty: 2766.850342
	Iteration 47Q: 3 clusters Score -585416.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -585425.000000 Penalty: 2766.850342
	Iteration 48Q: 3 clusters Score -585425 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -585433.937500 Penalty: 2766.850342
	Iteration 49Q: 3 clusters Score -585433.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -585440.875000 Penalty: 2766.850342
	Iteration 50Q: 3 clusters Score -585440.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -585449.062500 Penalty: 2766.850342
	Iteration 51Q: 3 clusters Score -585449.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -585454.750000 Penalty: 2766.850342
	Iteration 52Q: 3 clusters Score -585454.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -585457.500000 Penalty: 2766.850342
	Iteration 53Q: 3 clusters Score -585457.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -585459.000000 Penalty: 2766.850342
	Iteration 54Q: 3 clusters Score -585459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -585462.562500 Penalty: 2766.850342
	Iteration 55Q: 3 clusters Score -585462.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -585463.000000 Penalty: 2766.850342
	Iteration 56Q: 3 clusters Score -585463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -585463.375000 Penalty: 2766.850342
	Iteration 57Q: 3 clusters Score -585463.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -585463.437500 Penalty: 2766.850342
	Iteration 58Q: 3 clusters Score -585463.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -585465.687500 Penalty: 2766.850342
	Iteration 59Q: 3 clusters Score -585465.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -585465.750000 Penalty: 2766.850342
	Iteration 60F: 3 clusters Score -585465.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -585467.000000 Penalty: 2766.850342
	Iteration 61Q: 3 clusters Score -585467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -585468.750000 Penalty: 2766.850342
	Iteration 62Q: 3 clusters Score -585468.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -585469.937500 Penalty: 2766.850342
	Iteration 63Q: 3 clusters Score -585469.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -585470.187500 Penalty: 2766.850342
	Iteration 64Q: 3 clusters Score -585470.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -585470.937500 Penalty: 2766.850342
	Iteration 65Q: 3 clusters Score -585470.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -585472.000000 Penalty: 2766.850342
	Iteration 66Q: 3 clusters Score -585472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -585476.125000 Penalty: 2766.850342
	Iteration 67Q: 3 clusters Score -585476.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -585476.562500 Penalty: 2766.850342
	Iteration 68Q: 3 clusters Score -585476.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -585480.000000 Penalty: 2766.850342
	Iteration 69Q: 3 clusters Score -585480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -585480.687500 Penalty: 2766.850342
	Iteration 70Q: 3 clusters Score -585480.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -585483.937500 Penalty: 2766.850342
	Iteration 71Q: 3 clusters Score -585483.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -585484.937500 Penalty: 2766.850342
	Iteration 72Q: 3 clusters Score -585484.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -585485.937500 Penalty: 2766.850342
	Iteration 73Q: 3 clusters Score -585485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -585486.500000 Penalty: 2766.850342
	Iteration 74Q: 3 clusters Score -585486.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -585487.562500 Penalty: 2766.850342
	Iteration 75Q: 3 clusters Score -585487.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -585489.187500 Penalty: 2766.850342
	Iteration 76Q: 3 clusters Score -585489.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -585491.562500 Penalty: 2766.850342
	Iteration 77Q: 3 clusters Score -585491.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -585494.000000 Penalty: 2766.850342
	Iteration 78Q: 3 clusters Score -585494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -585496.500000 Penalty: 2766.850342
	Iteration 79Q: 3 clusters Score -585496.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -585496.875000 Penalty: 2766.850342
	Iteration 80F: 3 clusters Score -585496.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -585500.125000 Penalty: 2766.850342
	Iteration 81Q: 3 clusters Score -585500.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -585502.000000 Penalty: 2766.850342
	Iteration 82Q: 3 clusters Score -585502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -585503.062500 Penalty: 2766.850342
	Iteration 83Q: 3 clusters Score -585503.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -585504.187500 Penalty: 2766.850342
	Iteration 84Q: 3 clusters Score -585504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -585504.062500 Penalty: 2766.850342
	Iteration 85Q: 3 clusters Score -585504.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -585504.625000 Penalty: 2766.850342
	Iteration 86Q: 3 clusters Score -585504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -585503.750000 Penalty: 2766.850342
	Iteration 87Q: 3 clusters Score -585503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -585503.750000 Penalty: 2766.850342
	Iteration 88F: 3 clusters Score -585503.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70579 members 
Entering Unmasked Estep 
Score: -8794792.000000 Penalty: 1814.229248
	Iteration 0F: 2 clusters Score -8794792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -8748961.000000 Penalty: 3628.458496
	Iteration 0F: 3 clusters Score -8748961 nChanged 33452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -8768156.000000 Penalty: 3628.458496
	Iteration 1F: 3 clusters Score -8768156 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -8769008.000000 Penalty: 3628.458496
	Iteration 2Q: 3 clusters Score -8769008 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -8770193.000000 Penalty: 3628.458496
	Iteration 3Q: 3 clusters Score -8770193 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -8772004.000000 Penalty: 3628.458496
	Iteration 4F: 3 clusters Score -8772004 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -8774681.000000 Penalty: 3628.458496
	Iteration 5F: 3 clusters Score -8774681 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -8778423.000000 Penalty: 3628.458496
	Iteration 6F: 3 clusters Score -8778423 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -8782746.000000 Penalty: 3628.458496
	Iteration 7F: 3 clusters Score -8782746 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -8786381.000000 Penalty: 3628.458496
	Iteration 8F: 3 clusters Score -8786381 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64310 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -8788825.000000 Penalty: 3628.458496
	Iteration 9Q: 3 clusters Score -8788825 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -8790394.000000 Penalty: 3628.458496
	Iteration 10Q: 3 clusters Score -8790394 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -8791382.000000 Penalty: 3628.458496
	Iteration 11Q: 3 clusters Score -8791382 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -8791988.000000 Penalty: 3628.458496
	Iteration 12Q: 3 clusters Score -8791988 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8792425.000000 Penalty: 3628.458496
	Iteration 13Q: 3 clusters Score -8792425 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69589 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8792698.000000 Penalty: 3628.458496
	Iteration 14Q: 3 clusters Score -8792698 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8792869.000000 Penalty: 3628.458496
	Iteration 15Q: 3 clusters Score -8792869 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70002 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8792996.000000 Penalty: 3628.458496
	Iteration 16Q: 3 clusters Score -8792996 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70088 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8793071.000000 Penalty: 3628.458496
	Iteration 17Q: 3 clusters Score -8793071 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8793112.000000 Penalty: 3628.458496
	Iteration 18Q: 3 clusters Score -8793112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70168 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8793154.000000 Penalty: 3628.458496
	Iteration 19Q: 3 clusters Score -8793154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70192 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8793173.000000 Penalty: 3628.458496
	Iteration 20F: 3 clusters Score -8793173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8793205.000000 Penalty: 3628.458496
	Iteration 21Q: 3 clusters Score -8793205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8793222.000000 Penalty: 3628.458496
	Iteration 22Q: 3 clusters Score -8793222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8793228.000000 Penalty: 3628.458496
	Iteration 23Q: 3 clusters Score -8793228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8793233.000000 Penalty: 3628.458496
	Iteration 24Q: 3 clusters Score -8793233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70214 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8793230.000000 Penalty: 3628.458496
	Iteration 25Q: 3 clusters Score -8793230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70217 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8793229.000000 Penalty: 3628.458496
	Iteration 26Q: 3 clusters Score -8793229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70216 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8793232.000000 Penalty: 3628.458496
	Iteration 27Q: 3 clusters Score -8793232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8793229.000000 Penalty: 3628.458496
	Iteration 28Q: 3 clusters Score -8793229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8793229.000000 Penalty: 3628.458496
	Iteration 29F: 3 clusters Score -8793229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (98361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98361 members 
Entering Unmasked Estep 
Score: -12180656.000000 Penalty: 1868.165039
	Iteration 0F: 2 clusters Score -1.218066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -12119257.000000 Penalty: 3736.330078
	Iteration 0F: 3 clusters Score -1.211926e+07 nChanged 47054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -12146446.000000 Penalty: 3736.330078
	Iteration 1F: 3 clusters Score -1.214645e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -12147323.000000 Penalty: 3736.330078
	Iteration 2Q: 3 clusters Score -1.214732e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -12148366.000000 Penalty: 3736.330078
	Iteration 3Q: 3 clusters Score -1.214837e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -12149781.000000 Penalty: 3736.330078
	Iteration 4Q: 3 clusters Score -1.214978e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -12151837.000000 Penalty: 3736.330078
	Iteration 5Q: 3 clusters Score -1.215184e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -12154903.000000 Penalty: 3736.330078
	Iteration 6F: 3 clusters Score -1.21549e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -12159192.000000 Penalty: 3736.330078
	Iteration 7F: 3 clusters Score -1.215919e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 54368 members 
Entering Unmasked Estep 
Score: -12164066.000000 Penalty: 3736.330078
	Iteration 8F: 3 clusters Score -1.216407e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -12168283.000000 Penalty: 3736.330078
	Iteration 9F: 3 clusters Score -1.216828e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -12170593.000000 Penalty: 3736.330078
	Iteration 10F: 3 clusters Score -1.217059e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -12171722.000000 Penalty: 3736.330078
	Iteration 11Q: 3 clusters Score -1.217172e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 51252 members 
Entering Unmasked Estep 
Score: -12172312.000000 Penalty: 3736.330078
	Iteration 12Q: 3 clusters Score -1.217231e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -12172787.000000 Penalty: 3736.330078
	Iteration 13Q: 3 clusters Score -1.217279e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -12173235.000000 Penalty: 3736.330078
	Iteration 14Q: 3 clusters Score -1.217324e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -12173696.000000 Penalty: 3736.330078
	Iteration 15Q: 3 clusters Score -1.21737e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -12174156.000000 Penalty: 3736.330078
	Iteration 16Q: 3 clusters Score -1.217416e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -12174570.000000 Penalty: 3736.330078
	Iteration 17Q: 3 clusters Score -1.217457e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -12175035.000000 Penalty: 3736.330078
	Iteration 18Q: 3 clusters Score -1.217504e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -12175334.000000 Penalty: 3736.330078
	Iteration 19Q: 3 clusters Score -1.217533e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -12175668.000000 Penalty: 3736.330078
	Iteration 20F: 3 clusters Score -1.217567e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60411 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -12175945.000000 Penalty: 3736.330078
	Iteration 21Q: 3 clusters Score -1.217594e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -12176376.000000 Penalty: 3736.330078
	Iteration 22Q: 3 clusters Score -1.217638e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -12176568.000000 Penalty: 3736.330078
	Iteration 23Q: 3 clusters Score -1.217657e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -12176852.000000 Penalty: 3736.330078
	Iteration 24Q: 3 clusters Score -1.217685e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -12177102.000000 Penalty: 3736.330078
	Iteration 25Q: 3 clusters Score -1.21771e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -12177309.000000 Penalty: 3736.330078
	Iteration 26Q: 3 clusters Score -1.217731e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -12177416.000000 Penalty: 3736.330078
	Iteration 27Q: 3 clusters Score -1.217742e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70631 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -12177552.000000 Penalty: 3736.330078
	Iteration 28Q: 3 clusters Score -1.217755e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71884 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -12177709.000000 Penalty: 3736.330078
	Iteration 29Q: 3 clusters Score -1.217771e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -12177836.000000 Penalty: 3736.330078
	Iteration 30Q: 3 clusters Score -1.217784e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -12177940.000000 Penalty: 3736.330078
	Iteration 31Q: 3 clusters Score -1.217794e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75219 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -12177957.000000 Penalty: 3736.330078
	Iteration 32Q: 3 clusters Score -1.217796e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76266 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -12178176.000000 Penalty: 3736.330078
	Iteration 33Q: 3 clusters Score -1.217818e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77265 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -12178337.000000 Penalty: 3736.330078
	Iteration 34Q: 3 clusters Score -1.217834e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78205 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -12178381.000000 Penalty: 3736.330078
	Iteration 35Q: 3 clusters Score -1.217838e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79073 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -12178431.000000 Penalty: 3736.330078
	Iteration 36Q: 3 clusters Score -1.217843e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79845 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -12178487.000000 Penalty: 3736.330078
	Iteration 37Q: 3 clusters Score -1.217849e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80593 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -12178571.000000 Penalty: 3736.330078
	Iteration 38Q: 3 clusters Score -1.217857e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81265 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -12178689.000000 Penalty: 3736.330078
	Iteration 39Q: 3 clusters Score -1.217869e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -12178767.000000 Penalty: 3736.330078
	Iteration 40F: 3 clusters Score -1.217877e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82456 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -12178826.000000 Penalty: 3736.330078
	Iteration 41Q: 3 clusters Score -1.217883e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83058 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -12178779.000000 Penalty: 3736.330078
	Iteration 42Q: 3 clusters Score -1.217878e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -12178773.000000 Penalty: 3736.330078
	Iteration 43Q: 3 clusters Score -1.217877e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84247 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -12178767.000000 Penalty: 3736.330078
	Iteration 44Q: 3 clusters Score -1.217877e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84812 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -12178744.000000 Penalty: 3736.330078
	Iteration 45Q: 3 clusters Score -1.217874e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -12178805.000000 Penalty: 3736.330078
	Iteration 46Q: 3 clusters Score -1.21788e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -12178727.000000 Penalty: 3736.330078
	Iteration 47Q: 3 clusters Score -1.217873e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86357 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -12178743.000000 Penalty: 3736.330078
	Iteration 48Q: 3 clusters Score -1.217874e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86818 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -12178738.000000 Penalty: 3736.330078
	Iteration 49Q: 3 clusters Score -1.217874e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87289 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -12178709.000000 Penalty: 3736.330078
	Iteration 50Q: 3 clusters Score -1.217871e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87747 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -12178643.000000 Penalty: 3736.330078
	Iteration 51Q: 3 clusters Score -1.217864e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88180 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -12178779.000000 Penalty: 3736.330078
	Iteration 52Q: 3 clusters Score -1.217878e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88628 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -12179108.000000 Penalty: 3736.330078
	Iteration 53Q: 3 clusters Score -1.217911e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89097 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -12179393.000000 Penalty: 3736.330078
	Iteration 54Q: 3 clusters Score -1.217939e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89567 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -12179628.000000 Penalty: 3736.330078
	Iteration 55Q: 3 clusters Score -1.217963e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90011 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -12179800.000000 Penalty: 3736.330078
	Iteration 56Q: 3 clusters Score -1.21798e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -12179981.000000 Penalty: 3736.330078
	Iteration 57Q: 3 clusters Score -1.217998e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90859 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -12180073.000000 Penalty: 3736.330078
	Iteration 58Q: 3 clusters Score -1.218007e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91236 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -12180272.000000 Penalty: 3736.330078
	Iteration 59Q: 3 clusters Score -1.218027e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -12180420.000000 Penalty: 3736.330078
	Iteration 60F: 3 clusters Score -1.218042e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92001 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -12180562.000000 Penalty: 3736.330078
	Iteration 61Q: 3 clusters Score -1.218056e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92344 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -12180680.000000 Penalty: 3736.330078
	Iteration 62Q: 3 clusters Score -1.218068e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92659 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -12180793.000000 Penalty: 3736.330078
	Iteration 63Q: 3 clusters Score -1.218079e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92952 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -12180852.000000 Penalty: 3736.330078
	Iteration 64Q: 3 clusters Score -1.218085e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93244 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -12180903.000000 Penalty: 3736.330078
	Iteration 65Q: 3 clusters Score -1.21809e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93515 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -12180883.000000 Penalty: 3736.330078
	Iteration 66Q: 3 clusters Score -1.218088e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93790 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -12180868.000000 Penalty: 3736.330078
	Iteration 67Q: 3 clusters Score -1.218087e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94053 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -12180850.000000 Penalty: 3736.330078
	Iteration 68Q: 3 clusters Score -1.218085e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94319 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -12180854.000000 Penalty: 3736.330078
	Iteration 69Q: 3 clusters Score -1.218085e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94577 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -12180823.000000 Penalty: 3736.330078
	Iteration 70Q: 3 clusters Score -1.218082e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94823 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -12180813.000000 Penalty: 3736.330078
	Iteration 71Q: 3 clusters Score -1.218081e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95074 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -12180743.000000 Penalty: 3736.330078
	Iteration 72Q: 3 clusters Score -1.218074e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95310 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -12180663.000000 Penalty: 3736.330078
	Iteration 73Q: 3 clusters Score -1.218066e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95531 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -12180611.000000 Penalty: 3736.330078
	Iteration 74Q: 3 clusters Score -1.218061e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95735 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -12180520.000000 Penalty: 3736.330078
	Iteration 75Q: 3 clusters Score -1.218052e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95943 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -12180453.000000 Penalty: 3736.330078
	Iteration 76Q: 3 clusters Score -1.218045e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96168 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -12180402.000000 Penalty: 3736.330078
	Iteration 77Q: 3 clusters Score -1.21804e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96382 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -12180305.000000 Penalty: 3736.330078
	Iteration 78Q: 3 clusters Score -1.21803e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -12180202.000000 Penalty: 3736.330078
	Iteration 79Q: 3 clusters Score -1.21802e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96770 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -12180126.000000 Penalty: 3736.330078
	Iteration 80F: 3 clusters Score -1.218013e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96938 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -12180009.000000 Penalty: 3736.330078
	Iteration 81Q: 3 clusters Score -1.218001e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97070 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -12179924.000000 Penalty: 3736.330078
	Iteration 82Q: 3 clusters Score -1.217992e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97192 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -12179851.000000 Penalty: 3736.330078
	Iteration 83Q: 3 clusters Score -1.217985e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97297 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12179783.000000 Penalty: 3736.330078
	Iteration 84Q: 3 clusters Score -1.217978e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97385 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -12179750.000000 Penalty: 3736.330078
	Iteration 85Q: 3 clusters Score -1.217975e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97461 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12179727.000000 Penalty: 3736.330078
	Iteration 86Q: 3 clusters Score -1.217973e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97525 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12179702.000000 Penalty: 3736.330078
	Iteration 87Q: 3 clusters Score -1.21797e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97586 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -12179712.000000 Penalty: 3736.330078
	Iteration 88Q: 3 clusters Score -1.217971e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97627 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -12179692.000000 Penalty: 3736.330078
	Iteration 89Q: 3 clusters Score -1.217969e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97662 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.217968e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.217966e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97731 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.217963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97750 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.217961e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97776 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.21796e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97791 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.217961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97807 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.21796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97822 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.217958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97833 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.217957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97846 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.217956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97857 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.217957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97865 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.217957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97873 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.217955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97877 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.217956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97881 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.217955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97888 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.217955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97892 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.217954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97899 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.217954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97903 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.217954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97905 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.217952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97907 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.217953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97908 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.217952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97910 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.217952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97914 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.217953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97919 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.217953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97922 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.217953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97926 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.217954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97928 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.217953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97928 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.217953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97928 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
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	Iteration 119F: 3 clusters Score -1.217953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 78193 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 8471 members 
Mstep: Class 5 contains 57114 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 8 contains 36181 members 
Mstep: Class 9 contains 27915 members 
Mstep: Class 10 contains 2020 members 
Mstep: Class 11 contains 62183 members 
Mstep: Class 12 contains 7825 members 
Mstep: Class 13 contains 54867 members 
Mstep: Class 14 contains 27072 members 
Mstep: Class 15 contains 46203 members 
Mstep: Class 18 contains 4981 members 
Mstep: Class 19 contains 70579 members 
Mstep: Class 21 contains 98361 members 
Entering Unmasked Estep 
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Iteration 239Q: 19 clusters Score -7.558931e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 78209 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 8242 members 
Mstep: Class 5 contains 57161 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 8 contains 36204 members 
Mstep: Class 9 contains 27843 members 
Mstep: Class 10 contains 2017 members 
Mstep: Class 11 contains 62488 members 
Mstep: Class 12 contains 7834 members 
Mstep: Class 13 contains 54920 members 
Mstep: Class 14 contains 27089 members 
Mstep: Class 15 contains 46224 members 
Mstep: Class 18 contains 4963 members 
Mstep: Class 19 contains 70567 members 
Mstep: Class 21 contains 98205 members 
Entering Unmasked Estep 
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Iteration 240F: 19 clusters Score -7.558955e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 78225 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 57198 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 8 contains 36237 members 
Mstep: Class 9 contains 27776 members 
Mstep: Class 10 contains 2016 members 
Mstep: Class 11 contains 62770 members 
Mstep: Class 12 contains 7835 members 
Mstep: Class 13 contains 54979 members 
Mstep: Class 14 contains 27111 members 
Mstep: Class 15 contains 46244 members 
Mstep: Class 18 contains 4948 members 
Mstep: Class 19 contains 70534 members 
Mstep: Class 21 contains 98086 members 
Entering Unmasked Estep 
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Iteration 241Q: 19 clusters Score -7.55895e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 78233 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 7816 members 
Mstep: Class 5 contains 57223 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 8 contains 36260 members 
Mstep: Class 9 contains 27694 members 
Mstep: Class 10 contains 2014 members 
Mstep: Class 11 contains 63027 members 
Mstep: Class 12 contains 7833 members 
Mstep: Class 13 contains 55018 members 
Mstep: Class 14 contains 27141 members 
Mstep: Class 15 contains 46264 members 
Mstep: Class 18 contains 4936 members 
Mstep: Class 19 contains 70515 members 
Mstep: Class 21 contains 97994 members 
Entering Unmasked Estep 
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Iteration 242Q: 19 clusters Score -7.558937e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 78244 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 7643 members 
Mstep: Class 5 contains 57242 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 36287 members 
Mstep: Class 9 contains 27597 members 
Mstep: Class 10 contains 2012 members 
Mstep: Class 11 contains 63258 members 
Mstep: Class 12 contains 7835 members 
Mstep: Class 13 contains 55057 members 
Mstep: Class 14 contains 27168 members 
Mstep: Class 15 contains 46275 members 
Mstep: Class 18 contains 4933 members 
Mstep: Class 19 contains 70509 members 
Mstep: Class 21 contains 97919 members 
Entering Unmasked Estep 
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Iteration 243Q: 19 clusters Score -7.558937e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 78240 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 7452 members 
Mstep: Class 5 contains 57267 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 36293 members 
Mstep: Class 9 contains 27534 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 63491 members 
Mstep: Class 12 contains 7847 members 
Mstep: Class 13 contains 55087 members 
Mstep: Class 14 contains 27185 members 
Mstep: Class 15 contains 46289 members 
Mstep: Class 18 contains 4928 members 
Mstep: Class 19 contains 70494 members 
Mstep: Class 21 contains 97880 members 
Entering Unmasked Estep 
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Iteration 244Q: 19 clusters Score -7.558932e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 78230 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 7276 members 
Mstep: Class 5 contains 57291 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 803 members 
Mstep: Class 8 contains 36296 members 
Mstep: Class 9 contains 27455 members 
Mstep: Class 10 contains 2009 members 
Mstep: Class 11 contains 63700 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 55125 members 
Mstep: Class 14 contains 27213 members 
Mstep: Class 15 contains 46309 members 
Mstep: Class 18 contains 4922 members 
Mstep: Class 19 contains 70490 members 
Mstep: Class 21 contains 97858 members 
Entering Unmasked Estep 
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Iteration 245Q: 19 clusters Score -7.558926e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 78233 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 7138 members 
Mstep: Class 5 contains 57327 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 36302 members 
Mstep: Class 9 contains 27366 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 63837 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 55165 members 
Mstep: Class 14 contains 27252 members 
Mstep: Class 15 contains 46309 members 
Mstep: Class 18 contains 4918 members 
Mstep: Class 19 contains 70490 members 
Mstep: Class 21 contains 97842 members 
Entering Unmasked Estep 
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Iteration 246Q: 19 clusters Score -7.558931e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 78229 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 4 contains 6993 members 
Mstep: Class 5 contains 57364 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 36310 members 
Mstep: Class 9 contains 27279 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 63976 members 
Mstep: Class 12 contains 7870 members 
Mstep: Class 13 contains 55205 members 
Mstep: Class 14 contains 27275 members 
Mstep: Class 15 contains 46315 members 
Mstep: Class 18 contains 4915 members 
Mstep: Class 19 contains 70501 members 
Mstep: Class 21 contains 97824 members 
Entering Unmasked Estep 
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Iteration 247Q: 19 clusters Score -7.558934e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 78235 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 6851 members 
Mstep: Class 5 contains 57382 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 36329 members 
Mstep: Class 9 contains 27208 members 
Mstep: Class 10 contains 2003 members 
Mstep: Class 11 contains 64118 members 
Mstep: Class 12 contains 7877 members 
Mstep: Class 13 contains 55240 members 
Mstep: Class 14 contains 27301 members 
Mstep: Class 15 contains 46326 members 
Mstep: Class 18 contains 4913 members 
Mstep: Class 19 contains 70506 members 
Mstep: Class 21 contains 97790 members 
Entering Unmasked Estep 
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Iteration 248Q: 19 clusters Score -7.558921e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 78233 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 6748 members 
Mstep: Class 5 contains 57407 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 8 contains 36341 members 
Mstep: Class 9 contains 27148 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 64273 members 
Mstep: Class 12 contains 7875 members 
Mstep: Class 13 contains 55270 members 
Mstep: Class 14 contains 27346 members 
Mstep: Class 15 contains 46329 members 
Mstep: Class 18 contains 4906 members 
Mstep: Class 19 contains 70505 members 
Mstep: Class 21 contains 97704 members 
Entering Unmasked Estep 
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Iteration 249Q: 19 clusters Score -7.558904e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 78242 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 6637 members 
Mstep: Class 5 contains 57425 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 8 contains 36352 members 
Mstep: Class 9 contains 27118 members 
Mstep: Class 10 contains 1994 members 
Mstep: Class 11 contains 64426 members 
Mstep: Class 12 contains 7887 members 
Mstep: Class 13 contains 55285 members 
Mstep: Class 14 contains 27398 members 
Mstep: Class 15 contains 46334 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 70496 members 
Mstep: Class 21 contains 97606 members 
Entering Unmasked Estep 
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Iteration 250Q: 19 clusters Score -7.558908e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 78238 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 6558 members 
Mstep: Class 5 contains 57450 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 8 contains 36360 members 
Mstep: Class 9 contains 27058 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 64563 members 
Mstep: Class 12 contains 7890 members 
Mstep: Class 13 contains 55294 members 
Mstep: Class 14 contains 27452 members 
Mstep: Class 15 contains 46339 members 
Mstep: Class 18 contains 4892 members 
Mstep: Class 19 contains 70502 members 
Mstep: Class 21 contains 97518 members 
Entering Unmasked Estep 
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Iteration 251Q: 19 clusters Score -7.558898e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 78250 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 6483 members 
Mstep: Class 5 contains 57453 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 36377 members 
Mstep: Class 9 contains 27001 members 
Mstep: Class 10 contains 1994 members 
Mstep: Class 11 contains 64667 members 
Mstep: Class 12 contains 7890 members 
Mstep: Class 13 contains 55319 members 
Mstep: Class 14 contains 27510 members 
Mstep: Class 15 contains 46337 members 
Mstep: Class 18 contains 4885 members 
Mstep: Class 19 contains 70504 members 
Mstep: Class 21 contains 97438 members 
Entering Unmasked Estep 
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Iteration 252Q: 19 clusters Score -7.558895e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 78256 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 6423 members 
Mstep: Class 5 contains 57474 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 36390 members 
Mstep: Class 9 contains 26968 members 
Mstep: Class 10 contains 2001 members 
Mstep: Class 11 contains 64750 members 
Mstep: Class 12 contains 7896 members 
Mstep: Class 13 contains 55331 members 
Mstep: Class 14 contains 27568 members 
Mstep: Class 15 contains 46334 members 
Mstep: Class 18 contains 4879 members 
Mstep: Class 19 contains 70513 members 
Mstep: Class 21 contains 97336 members 
Entering Unmasked Estep 
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Iteration 253Q: 19 clusters Score -7.558894e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 78260 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 6371 members 
Mstep: Class 5 contains 57500 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 36408 members 
Mstep: Class 9 contains 26944 members 
Mstep: Class 10 contains 2004 members 
Mstep: Class 11 contains 64814 members 
Mstep: Class 12 contains 7904 members 
Mstep: Class 13 contains 55339 members 
Mstep: Class 14 contains 27616 members 
Mstep: Class 15 contains 46319 members 
Mstep: Class 18 contains 4876 members 
Mstep: Class 19 contains 70521 members 
Mstep: Class 21 contains 97246 members 
Entering Unmasked Estep 
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Iteration 254Q: 19 clusters Score -7.55888e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 78266 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 6317 members 
Mstep: Class 5 contains 57529 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 36416 members 
Mstep: Class 9 contains 26926 members 
Mstep: Class 10 contains 2005 members 
Mstep: Class 11 contains 64883 members 
Mstep: Class 12 contains 7900 members 
Mstep: Class 13 contains 55340 members 
Mstep: Class 14 contains 27686 members 
Mstep: Class 15 contains 46307 members 
Mstep: Class 18 contains 4876 members 
Mstep: Class 19 contains 70528 members 
Mstep: Class 21 contains 97147 members 
Entering Unmasked Estep 
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Iteration 255Q: 19 clusters Score -7.55887e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 78265 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 6265 members 
Mstep: Class 5 contains 57555 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 36442 members 
Mstep: Class 9 contains 26901 members 
Mstep: Class 10 contains 2005 members 
Mstep: Class 11 contains 64948 members 
Mstep: Class 12 contains 7893 members 
Mstep: Class 13 contains 55338 members 
Mstep: Class 14 contains 27737 members 
Mstep: Class 15 contains 46303 members 
Mstep: Class 18 contains 4876 members 
Mstep: Class 19 contains 70547 members 
Mstep: Class 21 contains 97061 members 
Entering Unmasked Estep 
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Iteration 256Q: 19 clusters Score -7.558869e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 78266 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 6210 members 
Mstep: Class 5 contains 57575 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 36469 members 
Mstep: Class 9 contains 26888 members 
Mstep: Class 10 contains 2001 members 
Mstep: Class 11 contains 65010 members 
Mstep: Class 12 contains 7889 members 
Mstep: Class 13 contains 55326 members 
Mstep: Class 14 contains 27780 members 
Mstep: Class 15 contains 46294 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 70568 members 
Mstep: Class 21 contains 96994 members 
Entering Unmasked Estep 
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Iteration 257Q: 19 clusters Score -7.558874e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 78269 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 6171 members 
Mstep: Class 5 contains 57574 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 36488 members 
Mstep: Class 9 contains 26873 members 
Mstep: Class 10 contains 2000 members 
Mstep: Class 11 contains 65063 members 
Mstep: Class 12 contains 7883 members 
Mstep: Class 13 contains 55321 members 
Mstep: Class 14 contains 27824 members 
Mstep: Class 15 contains 46288 members 
Mstep: Class 18 contains 4874 members 
Mstep: Class 19 contains 70580 members 
Mstep: Class 21 contains 96937 members 
Entering Unmasked Estep 
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Iteration 258Q: 19 clusters Score -7.558887e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 78267 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 6119 members 
Mstep: Class 5 contains 57579 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 36501 members 
Mstep: Class 9 contains 26867 members 
Mstep: Class 10 contains 1996 members 
Mstep: Class 11 contains 65145 members 
Mstep: Class 12 contains 7871 members 
Mstep: Class 13 contains 55324 members 
Mstep: Class 14 contains 27870 members 
Mstep: Class 15 contains 46280 members 
Mstep: Class 18 contains 4872 members 
Mstep: Class 19 contains 70579 members 
Mstep: Class 21 contains 96883 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 259Q: 19 clusters Score -7.558892e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 78280 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 6080 members 
Mstep: Class 5 contains 57584 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 36521 members 
Mstep: Class 9 contains 26855 members 
Mstep: Class 10 contains 1998 members 
Mstep: Class 11 contains 65202 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 55310 members 
Mstep: Class 14 contains 27899 members 
Mstep: Class 15 contains 46274 members 
Mstep: Class 18 contains 4870 members 
Mstep: Class 19 contains 70595 members 
Mstep: Class 21 contains 96828 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 260F: 19 clusters Score -7.558882e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 78287 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 6034 members 
Mstep: Class 5 contains 57593 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 36539 members 
Mstep: Class 9 contains 26854 members 
Mstep: Class 10 contains 1996 members 
Mstep: Class 11 contains 65259 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 55307 members 
Mstep: Class 14 contains 27949 members 
Mstep: Class 15 contains 46267 members 
Mstep: Class 18 contains 4868 members 
Mstep: Class 19 contains 70588 members 
Mstep: Class 21 contains 96761 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 261Q: 19 clusters Score -7.55889e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 78290 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 5996 members 
Mstep: Class 5 contains 57607 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 36561 members 
Mstep: Class 9 contains 26851 members 
Mstep: Class 10 contains 1996 members 
Mstep: Class 11 contains 65301 members 
Mstep: Class 12 contains 7871 members 
Mstep: Class 13 contains 55300 members 
Mstep: Class 14 contains 27974 members 
Mstep: Class 15 contains 46266 members 
Mstep: Class 18 contains 4864 members 
Mstep: Class 19 contains 70590 members 
Mstep: Class 21 contains 96714 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 262Q: 19 clusters Score -7.558894e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 78283 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 5964 members 
Mstep: Class 5 contains 57637 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 36583 members 
Mstep: Class 9 contains 26844 members 
Mstep: Class 10 contains 1996 members 
Mstep: Class 11 contains 65341 members 
Mstep: Class 12 contains 7869 members 
Mstep: Class 13 contains 55297 members 
Mstep: Class 14 contains 27991 members 
Mstep: Class 15 contains 46263 members 
Mstep: Class 18 contains 4860 members 
Mstep: Class 19 contains 70588 members 
Mstep: Class 21 contains 96674 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 263Q: 19 clusters Score -7.558892e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 78289 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 5932 members 
Mstep: Class 5 contains 57660 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 36599 members 
Mstep: Class 9 contains 26834 members 
Mstep: Class 10 contains 1994 members 
Mstep: Class 11 contains 65371 members 
Mstep: Class 12 contains 7868 members 
Mstep: Class 13 contains 55298 members 
Mstep: Class 14 contains 28008 members 
Mstep: Class 15 contains 46264 members 
Mstep: Class 18 contains 4859 members 
Mstep: Class 19 contains 70593 members 
Mstep: Class 21 contains 96629 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 264Q: 19 clusters Score -7.558875e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 78306 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 5899 members 
Mstep: Class 5 contains 57661 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 36616 members 
Mstep: Class 9 contains 26830 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 65403 members 
Mstep: Class 12 contains 7871 members 
Mstep: Class 13 contains 55299 members 
Mstep: Class 14 contains 28023 members 
Mstep: Class 15 contains 46261 members 
Mstep: Class 18 contains 4858 members 
Mstep: Class 19 contains 70587 members 
Mstep: Class 21 contains 96602 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 265Q: 19 clusters Score -7.558881e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 78305 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 5872 members 
Mstep: Class 5 contains 57662 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 36628 members 
Mstep: Class 9 contains 26826 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 65435 members 
Mstep: Class 12 contains 7877 members 
Mstep: Class 13 contains 55296 members 
Mstep: Class 14 contains 28040 members 
Mstep: Class 15 contains 46259 members 
Mstep: Class 18 contains 4856 members 
Mstep: Class 19 contains 70585 members 
Mstep: Class 21 contains 96586 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 266Q: 19 clusters Score -7.558888e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 78302 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 5844 members 
Mstep: Class 5 contains 57666 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 36637 members 
Mstep: Class 9 contains 26814 members 
Mstep: Class 10 contains 1994 members 
Mstep: Class 11 contains 65472 members 
Mstep: Class 12 contains 7882 members 
Mstep: Class 13 contains 55289 members 
Mstep: Class 14 contains 28059 members 
Mstep: Class 15 contains 46254 members 
Mstep: Class 18 contains 4854 members 
Mstep: Class 19 contains 70581 members 
Mstep: Class 21 contains 96579 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 267Q: 19 clusters Score -7.55888e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 78291 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 5827 members 
Mstep: Class 5 contains 57655 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 36656 members 
Mstep: Class 9 contains 26798 members 
Mstep: Class 10 contains 1996 members 
Mstep: Class 11 contains 65511 members 
Mstep: Class 12 contains 7889 members 
Mstep: Class 13 contains 55288 members 
Mstep: Class 14 contains 28078 members 
Mstep: Class 15 contains 46255 members 
Mstep: Class 18 contains 4854 members 
Mstep: Class 19 contains 70582 members 
Mstep: Class 21 contains 96550 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 268Q: 19 clusters Score -7.558865e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 78275 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5824 members 
Mstep: Class 5 contains 57651 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36670 members 
Mstep: Class 9 contains 26786 members 
Mstep: Class 10 contains 1998 members 
Mstep: Class 11 contains 65556 members 
Mstep: Class 12 contains 7889 members 
Mstep: Class 13 contains 55282 members 
Mstep: Class 14 contains 28098 members 
Mstep: Class 15 contains 46255 members 
Mstep: Class 18 contains 4854 members 
Mstep: Class 19 contains 70583 members 
Mstep: Class 21 contains 96507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588736.000000 Penalty: 39018.101562
Iteration 269Q: 19 clusters Score -7.558874e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 78276 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5817 members 
Mstep: Class 5 contains 57645 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36678 members 
Mstep: Class 9 contains 26774 members 
Mstep: Class 10 contains 1998 members 
Mstep: Class 11 contains 65598 members 
Mstep: Class 12 contains 7893 members 
Mstep: Class 13 contains 55275 members 
Mstep: Class 14 contains 28118 members 
Mstep: Class 15 contains 46252 members 
Mstep: Class 18 contains 4854 members 
Mstep: Class 19 contains 70589 members 
Mstep: Class 21 contains 96462 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 270Q: 19 clusters Score -7.55887e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 78276 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5813 members 
Mstep: Class 5 contains 57649 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36693 members 
Mstep: Class 9 contains 26764 members 
Mstep: Class 10 contains 1998 members 
Mstep: Class 11 contains 65616 members 
Mstep: Class 12 contains 7900 members 
Mstep: Class 13 contains 55265 members 
Mstep: Class 14 contains 28131 members 
Mstep: Class 15 contains 46250 members 
Mstep: Class 18 contains 4853 members 
Mstep: Class 19 contains 70598 members 
Mstep: Class 21 contains 96423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588784.000000 Penalty: 39018.101562
Iteration 271Q: 19 clusters Score -7.558878e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 78272 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5810 members 
Mstep: Class 5 contains 57662 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36700 members 
Mstep: Class 9 contains 26752 members 
Mstep: Class 10 contains 1998 members 
Mstep: Class 11 contains 65645 members 
Mstep: Class 12 contains 7901 members 
Mstep: Class 13 contains 55263 members 
Mstep: Class 14 contains 28135 members 
Mstep: Class 15 contains 46244 members 
Mstep: Class 18 contains 4853 members 
Mstep: Class 19 contains 70597 members 
Mstep: Class 21 contains 96412 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 272Q: 19 clusters Score -7.558874e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 78262 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5805 members 
Mstep: Class 5 contains 57670 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36710 members 
Mstep: Class 9 contains 26744 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 65682 members 
Mstep: Class 12 contains 7907 members 
Mstep: Class 13 contains 55260 members 
Mstep: Class 14 contains 28146 members 
Mstep: Class 15 contains 46228 members 
Mstep: Class 18 contains 4852 members 
Mstep: Class 19 contains 70600 members 
Mstep: Class 21 contains 96389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588688.000000 Penalty: 39018.101562
Iteration 273Q: 19 clusters Score -7.558869e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 78241 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5797 members 
Mstep: Class 5 contains 57682 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36725 members 
Mstep: Class 9 contains 26734 members 
Mstep: Class 10 contains 1996 members 
Mstep: Class 11 contains 65704 members 
Mstep: Class 12 contains 7914 members 
Mstep: Class 13 contains 55264 members 
Mstep: Class 14 contains 28164 members 
Mstep: Class 15 contains 46215 members 
Mstep: Class 18 contains 4852 members 
Mstep: Class 19 contains 70595 members 
Mstep: Class 21 contains 96377 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 274Q: 19 clusters Score -7.55888e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 78230 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5797 members 
Mstep: Class 5 contains 57698 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36741 members 
Mstep: Class 9 contains 26730 members 
Mstep: Class 10 contains 1996 members 
Mstep: Class 11 contains 65721 members 
Mstep: Class 12 contains 7918 members 
Mstep: Class 13 contains 55274 members 
Mstep: Class 14 contains 28175 members 
Mstep: Class 15 contains 46212 members 
Mstep: Class 18 contains 4851 members 
Mstep: Class 19 contains 70586 members 
Mstep: Class 21 contains 96333 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 275Q: 19 clusters Score -7.558872e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 78223 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5792 members 
Mstep: Class 5 contains 57707 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36748 members 
Mstep: Class 9 contains 26720 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 65721 members 
Mstep: Class 12 contains 7920 members 
Mstep: Class 13 contains 55283 members 
Mstep: Class 14 contains 28191 members 
Mstep: Class 15 contains 46205 members 
Mstep: Class 18 contains 4851 members 
Mstep: Class 19 contains 70593 members 
Mstep: Class 21 contains 96314 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 276Q: 19 clusters Score -7.558869e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 78215 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5785 members 
Mstep: Class 5 contains 57712 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36764 members 
Mstep: Class 9 contains 26717 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 65730 members 
Mstep: Class 12 contains 7923 members 
Mstep: Class 13 contains 55297 members 
Mstep: Class 14 contains 28211 members 
Mstep: Class 15 contains 46186 members 
Mstep: Class 18 contains 4850 members 
Mstep: Class 19 contains 70592 members 
Mstep: Class 21 contains 96291 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 277Q: 19 clusters Score -7.558875e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 78214 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5780 members 
Mstep: Class 5 contains 57713 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36772 members 
Mstep: Class 9 contains 26709 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 65750 members 
Mstep: Class 12 contains 7923 members 
Mstep: Class 13 contains 55311 members 
Mstep: Class 14 contains 28229 members 
Mstep: Class 15 contains 46171 members 
Mstep: Class 18 contains 4849 members 
Mstep: Class 19 contains 70594 members 
Mstep: Class 21 contains 96261 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 278Q: 19 clusters Score -7.558878e+07 nChanged 215
Entering ConstructFrom: 
Score: -75588784.000000 Penalty: 39018.101562
Entering ConstructFrom: 
Trying to split cluster 1 (37405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Entering Unmasked Estep 
Score: -4656679.500000 Penalty: 1711.053467
	Iteration 0F: 2 clusters Score -4656680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -4631696.500000 Penalty: 3422.106934
	Iteration 0F: 3 clusters Score -4631696 nChanged 17293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -4641565.500000 Penalty: 3422.106934
	Iteration 1F: 3 clusters Score -4641566 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -4642166.500000 Penalty: 3422.106934
	Iteration 2Q: 3 clusters Score -4642166 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -4642929.000000 Penalty: 3422.106934
	Iteration 3Q: 3 clusters Score -4642929 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -4643872.000000 Penalty: 3422.106934
	Iteration 4Q: 3 clusters Score -4643872 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -4645064.500000 Penalty: 3422.106934
	Iteration 5F: 3 clusters Score -4645064 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -4646532.000000 Penalty: 3422.106934
	Iteration 6F: 3 clusters Score -4646532 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -4648206.000000 Penalty: 3422.106934
	Iteration 7F: 3 clusters Score -4648206 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -4649898.000000 Penalty: 3422.106934
	Iteration 8F: 3 clusters Score -4649898 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -4651317.000000 Penalty: 3422.106934
	Iteration 9Q: 3 clusters Score -4651317 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -4652422.500000 Penalty: 3422.106934
	Iteration 10Q: 3 clusters Score -4652422 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -4653284.000000 Penalty: 3422.106934
	Iteration 11Q: 3 clusters Score -4653284 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4653936.500000 Penalty: 3422.106934
	Iteration 12Q: 3 clusters Score -4653936 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4654357.500000 Penalty: 3422.106934
	Iteration 13Q: 3 clusters Score -4654358 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4654661.500000 Penalty: 3422.106934
	Iteration 14Q: 3 clusters Score -4654662 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4654837.500000 Penalty: 3422.106934
	Iteration 15Q: 3 clusters Score -4654838 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4654954.000000 Penalty: 3422.106934
	Iteration 16Q: 3 clusters Score -4654954 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4655016.500000 Penalty: 3422.106934
	Iteration 17Q: 3 clusters Score -4655016 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4655056.000000 Penalty: 3422.106934
	Iteration 18Q: 3 clusters Score -4655056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4655085.500000 Penalty: 3422.106934
	Iteration 19Q: 3 clusters Score -4655086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4655105.500000 Penalty: 3422.106934
	Iteration 20F: 3 clusters Score -4655106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4655128.500000 Penalty: 3422.106934
	Iteration 21Q: 3 clusters Score -4655128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4655155.000000 Penalty: 3422.106934
	Iteration 22Q: 3 clusters Score -4655155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4655159.500000 Penalty: 3422.106934
	Iteration 23Q: 3 clusters Score -4655160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4655159.000000 Penalty: 3422.106934
	Iteration 24Q: 3 clusters Score -4655159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4655170.500000 Penalty: 3422.106934
	Iteration 25Q: 3 clusters Score -4655170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4655176.000000 Penalty: 3422.106934
	Iteration 26Q: 3 clusters Score -4655176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4655182.000000 Penalty: 3422.106934
	Iteration 27Q: 3 clusters Score -4655182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4655187.000000 Penalty: 3422.106934
	Iteration 28Q: 3 clusters Score -4655187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4655189.500000 Penalty: 3422.106934
	Iteration 29Q: 3 clusters Score -4655190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4655191.000000 Penalty: 3422.106934
	Iteration 30Q: 3 clusters Score -4655191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4655200.000000 Penalty: 3422.106934
	Iteration 31Q: 3 clusters Score -4655200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4655206.500000 Penalty: 3422.106934
	Iteration 32Q: 3 clusters Score -4655206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4655216.500000 Penalty: 3422.106934
	Iteration 33Q: 3 clusters Score -4655216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4655212.000000 Penalty: 3422.106934
	Iteration 34Q: 3 clusters Score -4655212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4655219.500000 Penalty: 3422.106934
	Iteration 35Q: 3 clusters Score -4655220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4655222.500000 Penalty: 3422.106934
	Iteration 36Q: 3 clusters Score -4655222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4655235.000000 Penalty: 3422.106934
	Iteration 37Q: 3 clusters Score -4655235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4655244.000000 Penalty: 3422.106934
	Iteration 38Q: 3 clusters Score -4655244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4655239.500000 Penalty: 3422.106934
	Iteration 39Q: 3 clusters Score -4655240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4655239.500000 Penalty: 3422.106934
	Iteration 40F: 3 clusters Score -4655240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (78212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78212 members 
Entering Unmasked Estep 
Score: -9722838.000000 Penalty: 1830.916504
	Iteration 0F: 2 clusters Score -9722838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -9672294.000000 Penalty: 3661.833008
	Iteration 0F: 3 clusters Score -9672294 nChanged 37387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -9694190.000000 Penalty: 3661.833008
	Iteration 1F: 3 clusters Score -9694190 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -9695260.000000 Penalty: 3661.833008
	Iteration 2Q: 3 clusters Score -9695260 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -9696708.000000 Penalty: 3661.833008
	Iteration 3Q: 3 clusters Score -9696708 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -9698591.000000 Penalty: 3661.833008
	Iteration 4F: 3 clusters Score -9698591 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -9701141.000000 Penalty: 3661.833008
	Iteration 5F: 3 clusters Score -9701141 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -9704773.000000 Penalty: 3661.833008
	Iteration 6F: 3 clusters Score -9704773 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -9709157.000000 Penalty: 3661.833008
	Iteration 7F: 3 clusters Score -9709157 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -9712865.000000 Penalty: 3661.833008
	Iteration 8F: 3 clusters Score -9712865 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -9714735.000000 Penalty: 3661.833008
	Iteration 9Q: 3 clusters Score -9714735 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -9715550.000000 Penalty: 3661.833008
	Iteration 10Q: 3 clusters Score -9715550 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -9716032.000000 Penalty: 3661.833008
	Iteration 11Q: 3 clusters Score -9716032 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
Score: -9716350.000000 Penalty: 3661.833008
	Iteration 12Q: 3 clusters Score -9716350 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -9716627.000000 Penalty: 3661.833008
	Iteration 13Q: 3 clusters Score -9716627 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -9716930.000000 Penalty: 3661.833008
	Iteration 14Q: 3 clusters Score -9716930 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 62093 members 
Entering Unmasked Estep 
Score: -9717174.000000 Penalty: 3661.833008
	Iteration 15Q: 3 clusters Score -9717174 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -9717434.000000 Penalty: 3661.833008
	Iteration 16Q: 3 clusters Score -9717434 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -9717736.000000 Penalty: 3661.833008
	Iteration 17Q: 3 clusters Score -9717736 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -9718042.000000 Penalty: 3661.833008
	Iteration 18Q: 3 clusters Score -9718042 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -9718346.000000 Penalty: 3661.833008
	Iteration 19Q: 3 clusters Score -9718346 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 66870 members 
Entering Unmasked Estep 
Score: -9718642.000000 Penalty: 3661.833008
	Iteration 20F: 3 clusters Score -9718642 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -9718956.000000 Penalty: 3661.833008
	Iteration 21Q: 3 clusters Score -9718956 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -9719248.000000 Penalty: 3661.833008
	Iteration 22Q: 3 clusters Score -9719248 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -9719533.000000 Penalty: 3661.833008
	Iteration 23Q: 3 clusters Score -9719533 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 70387 members 
Entering Unmasked Estep 
Score: -9719804.000000 Penalty: 3661.833008
	Iteration 24Q: 3 clusters Score -9719804 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 71186 members 
Entering Unmasked Estep 
Score: -9720003.000000 Penalty: 3661.833008
	Iteration 25Q: 3 clusters Score -9720003 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 71986 members 
Entering Unmasked Estep 
Score: -9720290.000000 Penalty: 3661.833008
	Iteration 26Q: 3 clusters Score -9720290 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 72765 members 
Entering Unmasked Estep 
Score: -9720543.000000 Penalty: 3661.833008
	Iteration 27Q: 3 clusters Score -9720543 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 73468 members 
Entering Unmasked Estep 
Score: -9720761.000000 Penalty: 3661.833008
	Iteration 28Q: 3 clusters Score -9720761 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 74096 members 
Entering Unmasked Estep 
Score: -9720923.000000 Penalty: 3661.833008
	Iteration 29Q: 3 clusters Score -9720923 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 74661 members 
Entering Unmasked Estep 
Score: -9721068.000000 Penalty: 3661.833008
	Iteration 30Q: 3 clusters Score -9721068 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -9721176.000000 Penalty: 3661.833008
	Iteration 31Q: 3 clusters Score -9721176 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 75559 members 
Entering Unmasked Estep 
Score: -9721273.000000 Penalty: 3661.833008
	Iteration 32Q: 3 clusters Score -9721273 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 75926 members 
Entering Unmasked Estep 
Score: -9721383.000000 Penalty: 3661.833008
	Iteration 33Q: 3 clusters Score -9721383 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 76229 members 
Entering Unmasked Estep 
Score: -9721468.000000 Penalty: 3661.833008
	Iteration 34Q: 3 clusters Score -9721468 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -9721526.000000 Penalty: 3661.833008
	Iteration 35Q: 3 clusters Score -9721526 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -9721573.000000 Penalty: 3661.833008
	Iteration 36Q: 3 clusters Score -9721573 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 76824 members 
Entering Unmasked Estep 
Score: -9721632.000000 Penalty: 3661.833008
	Iteration 37Q: 3 clusters Score -9721632 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 76969 members 
Entering Unmasked Estep 
Score: -9721679.000000 Penalty: 3661.833008
	Iteration 38Q: 3 clusters Score -9721679 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 77083 members 
Entering Unmasked Estep 
Score: -9721677.000000 Penalty: 3661.833008
	Iteration 39Q: 3 clusters Score -9721677 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 77187 members 
Entering Unmasked Estep 
Score: -9721705.000000 Penalty: 3661.833008
	Iteration 40F: 3 clusters Score -9721705 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -9721723.000000 Penalty: 3661.833008
	Iteration 41Q: 3 clusters Score -9721723 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -9721726.000000 Penalty: 3661.833008
	Iteration 42Q: 3 clusters Score -9721726 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 77366 members 
Entering Unmasked Estep 
Score: -9721734.000000 Penalty: 3661.833008
	Iteration 43Q: 3 clusters Score -9721734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -9721758.000000 Penalty: 3661.833008
	Iteration 44Q: 3 clusters Score -9721758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -9721775.000000 Penalty: 3661.833008
	Iteration 45Q: 3 clusters Score -9721775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 77479 members 
Entering Unmasked Estep 
Score: -9721773.000000 Penalty: 3661.833008
	Iteration 46Q: 3 clusters Score -9721773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
Score: -9721765.000000 Penalty: 3661.833008
	Iteration 47Q: 3 clusters Score -9721765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 77511 members 
Entering Unmasked Estep 
Score: -9721765.000000 Penalty: 3661.833008
	Iteration 48Q: 3 clusters Score -9721765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 77523 members 
Entering Unmasked Estep 
Score: -9721770.000000 Penalty: 3661.833008
	Iteration 49Q: 3 clusters Score -9721770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 77532 members 
Entering Unmasked Estep 
Score: -9721779.000000 Penalty: 3661.833008
	Iteration 50Q: 3 clusters Score -9721779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 77539 members 
Entering Unmasked Estep 
Score: -9721782.000000 Penalty: 3661.833008
	Iteration 51Q: 3 clusters Score -9721782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 77544 members 
Entering Unmasked Estep 
Score: -9721781.000000 Penalty: 3661.833008
	Iteration 52Q: 3 clusters Score -9721781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 77547 members 
Entering Unmasked Estep 
Score: -9721783.000000 Penalty: 3661.833008
	Iteration 53Q: 3 clusters Score -9721783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 77550 members 
Entering Unmasked Estep 
Score: -9721788.000000 Penalty: 3661.833008
	Iteration 54Q: 3 clusters Score -9721788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 77551 members 
Entering Unmasked Estep 
Score: -9721787.000000 Penalty: 3661.833008
	Iteration 55Q: 3 clusters Score -9721787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 77553 members 
Entering Unmasked Estep 
Score: -9721786.000000 Penalty: 3661.833008
	Iteration 56Q: 3 clusters Score -9721786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 77555 members 
Entering Unmasked Estep 
Score: -9721789.000000 Penalty: 3661.833008
	Iteration 57Q: 3 clusters Score -9721789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 77558 members 
Entering Unmasked Estep 
Score: -9721788.000000 Penalty: 3661.833008
	Iteration 58Q: 3 clusters Score -9721788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 77564 members 
Entering Unmasked Estep 
Score: -9721780.000000 Penalty: 3661.833008
	Iteration 59Q: 3 clusters Score -9721780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 77567 members 
Entering Unmasked Estep 
Score: -9721779.000000 Penalty: 3661.833008
	Iteration 60F: 3 clusters Score -9721779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 77571 members 
Entering Unmasked Estep 
Score: -9721783.000000 Penalty: 3661.833008
	Iteration 61Q: 3 clusters Score -9721783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 77574 members 
Entering Unmasked Estep 
Score: -9721784.000000 Penalty: 3661.833008
	Iteration 62Q: 3 clusters Score -9721784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 77576 members 
Entering Unmasked Estep 
Score: -9721789.000000 Penalty: 3661.833008
	Iteration 63Q: 3 clusters Score -9721789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -9721790.000000 Penalty: 3661.833008
	Iteration 64Q: 3 clusters Score -9721790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 77579 members 
Entering Unmasked Estep 
Score: -9721788.000000 Penalty: 3661.833008
	Iteration 65Q: 3 clusters Score -9721788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 77581 members 
Entering Unmasked Estep 
Score: -9721790.000000 Penalty: 3661.833008
	Iteration 66Q: 3 clusters Score -9721790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 77582 members 
Entering Unmasked Estep 
Score: -9721788.000000 Penalty: 3661.833008
	Iteration 67Q: 3 clusters Score -9721788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 77585 members 
Entering Unmasked Estep 
Score: -9721788.000000 Penalty: 3661.833008
	Iteration 68Q: 3 clusters Score -9721788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 77585 members 
Entering Unmasked Estep 
Score: -9721788.000000 Penalty: 3661.833008
	Iteration 69F: 3 clusters Score -9721788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -46319.750000 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -46319.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45351.125000 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -45351.12 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45532.910156 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -45532.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45582.710938 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -45582.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45609.003906 Penalty: 1973.739502
	Iteration 3Q: 3 clusters Score -45609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45642.972656 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -45642.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45670.191406 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -45670.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -45677.945312 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -45677.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45684.492188 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -45684.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45687.804688 Penalty: 1973.739502
	Iteration 8Q: 3 clusters Score -45687.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45687.804688 Penalty: 1973.739502
	Iteration 9F: 3 clusters Score -45687.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Entering Unmasked Estep 
Score: -714448.562500 Penalty: 1407.432007
	Iteration 0F: 2 clusters Score -714448.6 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 2889 members 
Entering Unmasked Estep 
Score: -709966.250000 Penalty: 2814.864014
	Iteration 0F: 3 clusters Score -709966.2 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -711295.750000 Penalty: 2814.864014
	Iteration 1F: 3 clusters Score -711295.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -711468.750000 Penalty: 2814.864014
	Iteration 2F: 3 clusters Score -711468.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -711567.187500 Penalty: 2814.864014
	Iteration 3Q: 3 clusters Score -711567.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -711638.062500 Penalty: 2814.864014
	Iteration 4Q: 3 clusters Score -711638.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -711680.812500 Penalty: 2814.864014
	Iteration 5Q: 3 clusters Score -711680.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -711709.750000 Penalty: 2814.864014
	Iteration 6Q: 3 clusters Score -711709.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -711735.437500 Penalty: 2814.864014
	Iteration 7Q: 3 clusters Score -711735.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -711758.500000 Penalty: 2814.864014
	Iteration 8Q: 3 clusters Score -711758.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -711781.937500 Penalty: 2814.864014
	Iteration 9Q: 3 clusters Score -711781.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -711801.562500 Penalty: 2814.864014
	Iteration 10Q: 3 clusters Score -711801.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -711824.000000 Penalty: 2814.864014
	Iteration 11Q: 3 clusters Score -711824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -711847.625000 Penalty: 2814.864014
	Iteration 12Q: 3 clusters Score -711847.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -711875.312500 Penalty: 2814.864014
	Iteration 13Q: 3 clusters Score -711875.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -711903.875000 Penalty: 2814.864014
	Iteration 14Q: 3 clusters Score -711903.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -711926.062500 Penalty: 2814.864014
	Iteration 15Q: 3 clusters Score -711926.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -711953.562500 Penalty: 2814.864014
	Iteration 16Q: 3 clusters Score -711953.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -711985.125000 Penalty: 2814.864014
	Iteration 17Q: 3 clusters Score -711985.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -712010.875000 Penalty: 2814.864014
	Iteration 18Q: 3 clusters Score -712010.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -712050.000000 Penalty: 2814.864014
	Iteration 19Q: 3 clusters Score -712050 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -712094.000000 Penalty: 2814.864014
	Iteration 20F: 3 clusters Score -712094 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -712146.125000 Penalty: 2814.864014
	Iteration 21Q: 3 clusters Score -712146.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -712224.812500 Penalty: 2814.864014
	Iteration 22Q: 3 clusters Score -712224.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -712322.000000 Penalty: 2814.864014
	Iteration 23Q: 3 clusters Score -712322 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -712433.625000 Penalty: 2814.864014
	Iteration 24Q: 3 clusters Score -712433.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -712570.187500 Penalty: 2814.864014
	Iteration 25Q: 3 clusters Score -712570.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -712700.625000 Penalty: 2814.864014
	Iteration 26Q: 3 clusters Score -712700.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -712803.875000 Penalty: 2814.864014
	Iteration 27Q: 3 clusters Score -712803.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -712910.500000 Penalty: 2814.864014
	Iteration 28Q: 3 clusters Score -712910.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -713001.062500 Penalty: 2814.864014
	Iteration 29Q: 3 clusters Score -713001.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -713072.062500 Penalty: 2814.864014
	Iteration 30Q: 3 clusters Score -713072.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -713113.062500 Penalty: 2814.864014
	Iteration 31Q: 3 clusters Score -713113.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -713143.687500 Penalty: 2814.864014
	Iteration 32Q: 3 clusters Score -713143.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -713162.562500 Penalty: 2814.864014
	Iteration 33Q: 3 clusters Score -713162.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -713173.875000 Penalty: 2814.864014
	Iteration 34Q: 3 clusters Score -713173.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -713180.625000 Penalty: 2814.864014
	Iteration 35Q: 3 clusters Score -713180.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -713185.312500 Penalty: 2814.864014
	Iteration 36Q: 3 clusters Score -713185.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -713189.875000 Penalty: 2814.864014
	Iteration 37Q: 3 clusters Score -713189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -713190.812500 Penalty: 2814.864014
	Iteration 38Q: 3 clusters Score -713190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -713193.812500 Penalty: 2814.864014
	Iteration 39Q: 3 clusters Score -713193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -713197.562500 Penalty: 2814.864014
	Iteration 40F: 3 clusters Score -713197.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -713198.312500 Penalty: 2814.864014
	Iteration 41Q: 3 clusters Score -713198.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -713201.812500 Penalty: 2814.864014
	Iteration 42Q: 3 clusters Score -713201.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -713204.750000 Penalty: 2814.864014
	Iteration 43Q: 3 clusters Score -713204.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -713209.187500 Penalty: 2814.864014
	Iteration 44Q: 3 clusters Score -713209.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -713213.812500 Penalty: 2814.864014
	Iteration 45Q: 3 clusters Score -713213.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -713218.125000 Penalty: 2814.864014
	Iteration 46Q: 3 clusters Score -713218.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -713219.437500 Penalty: 2814.864014
	Iteration 47Q: 3 clusters Score -713219.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -713220.437500 Penalty: 2814.864014
	Iteration 48Q: 3 clusters Score -713220.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -713222.000000 Penalty: 2814.864014
	Iteration 49Q: 3 clusters Score -713222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -713222.687500 Penalty: 2814.864014
	Iteration 50Q: 3 clusters Score -713222.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -713222.687500 Penalty: 2814.864014
	Iteration 51F: 3 clusters Score -713222.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Entering Unmasked Estep 
Score: -7191501.000000 Penalty: 1781.531738
	Iteration 0F: 2 clusters Score -7191501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -7153365.000000 Penalty: 3563.063477
	Iteration 0F: 3 clusters Score -7153365 nChanged 27223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -7168474.500000 Penalty: 3563.063477
	Iteration 1F: 3 clusters Score -7168474 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -7169139.000000 Penalty: 3563.063477
	Iteration 2Q: 3 clusters Score -7169139 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -7170033.000000 Penalty: 3563.063477
	Iteration 3Q: 3 clusters Score -7170033 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -7171519.000000 Penalty: 3563.063477
	Iteration 4Q: 3 clusters Score -7171519 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -7173898.500000 Penalty: 3563.063477
	Iteration 5F: 3 clusters Score -7173898 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -7177453.500000 Penalty: 3563.063477
	Iteration 6F: 3 clusters Score -7177454 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -7181490.000000 Penalty: 3563.063477
	Iteration 7F: 3 clusters Score -7181490 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -7184976.500000 Penalty: 3563.063477
	Iteration 8F: 3 clusters Score -7184976 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -7187309.500000 Penalty: 3563.063477
	Iteration 9Q: 3 clusters Score -7187310 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -7188635.500000 Penalty: 3563.063477
	Iteration 10Q: 3 clusters Score -7188636 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -7189311.000000 Penalty: 3563.063477
	Iteration 11Q: 3 clusters Score -7189311 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -7189621.000000 Penalty: 3563.063477
	Iteration 12Q: 3 clusters Score -7189621 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -7189745.000000 Penalty: 3563.063477
	Iteration 13Q: 3 clusters Score -7189745 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -7189798.000000 Penalty: 3563.063477
	Iteration 14Q: 3 clusters Score -7189798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -7189825.500000 Penalty: 3563.063477
	Iteration 15Q: 3 clusters Score -7189826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -7189846.000000 Penalty: 3563.063477
	Iteration 16Q: 3 clusters Score -7189846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -7189881.500000 Penalty: 3563.063477
	Iteration 17Q: 3 clusters Score -7189882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -7189892.500000 Penalty: 3563.063477
	Iteration 18Q: 3 clusters Score -7189892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -7189905.000000 Penalty: 3563.063477
	Iteration 19Q: 3 clusters Score -7189905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -7189919.000000 Penalty: 3563.063477
	Iteration 20F: 3 clusters Score -7189919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 57414 members 
Entering Unmasked Estep 
Score: -7189922.000000 Penalty: 3563.063477
	Iteration 21Q: 3 clusters Score -7189922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -7189923.000000 Penalty: 3563.063477
	Iteration 22Q: 3 clusters Score -7189923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -7189924.500000 Penalty: 3563.063477
	Iteration 23Q: 3 clusters Score -7189924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -7189924.500000 Penalty: 3563.063477
	Iteration 24F: 3 clusters Score -7189924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -56810.003906 Penalty: 947.203674
	Iteration 0F: 2 clusters Score -56810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55855.371094 Penalty: 1894.407349
	Iteration 0F: 3 clusters Score -55855.37 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -55941.742188 Penalty: 1894.407349
	Iteration 1F: 3 clusters Score -55941.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55964.972656 Penalty: 1894.407349
	Iteration 2Q: 3 clusters Score -55964.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -55977.585938 Penalty: 1894.407349
	Iteration 3Q: 3 clusters Score -55977.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55979.398438 Penalty: 1894.407349
	Iteration 4Q: 3 clusters Score -55979.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55979.398438 Penalty: 1894.407349
	Iteration 5F: 3 clusters Score -55979.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -96445.156250 Penalty: 1087.866333
	Iteration 0F: 2 clusters Score -96445.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95159.195312 Penalty: 2175.732666
	Iteration 0F: 3 clusters Score -95159.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95375.570312 Penalty: 2175.732666
	Iteration 1F: 3 clusters Score -95375.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -95437.125000 Penalty: 2175.732666
	Iteration 2F: 3 clusters Score -95437.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95477.101562 Penalty: 2175.732666
	Iteration 3Q: 3 clusters Score -95477.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95504.937500 Penalty: 2175.732666
	Iteration 4Q: 3 clusters Score -95504.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -95534.187500 Penalty: 2175.732666
	Iteration 5Q: 3 clusters Score -95534.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -95548.515625 Penalty: 2175.732666
	Iteration 6Q: 3 clusters Score -95548.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -95565.445312 Penalty: 2175.732666
	Iteration 7Q: 3 clusters Score -95565.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -95582.554688 Penalty: 2175.732666
	Iteration 8Q: 3 clusters Score -95582.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -95602.898438 Penalty: 2175.732666
	Iteration 9Q: 3 clusters Score -95602.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -95615.281250 Penalty: 2175.732666
	Iteration 10Q: 3 clusters Score -95615.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -95624.281250 Penalty: 2175.732666
	Iteration 11Q: 3 clusters Score -95624.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -95633.984375 Penalty: 2175.732666
	Iteration 12Q: 3 clusters Score -95633.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -95644.648438 Penalty: 2175.732666
	Iteration 13Q: 3 clusters Score -95644.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -95655.718750 Penalty: 2175.732666
	Iteration 14Q: 3 clusters Score -95655.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -95663.593750 Penalty: 2175.732666
	Iteration 15Q: 3 clusters Score -95663.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -95674.773438 Penalty: 2175.732666
	Iteration 16Q: 3 clusters Score -95674.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -95692.492188 Penalty: 2175.732666
	Iteration 17Q: 3 clusters Score -95692.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -95719.453125 Penalty: 2175.732666
	Iteration 18Q: 3 clusters Score -95719.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -95761.820312 Penalty: 2175.732666
	Iteration 19Q: 3 clusters Score -95761.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -95832.406250 Penalty: 2175.732666
	Iteration 20F: 3 clusters Score -95832.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -95926.679688 Penalty: 2175.732666
	Iteration 21Q: 3 clusters Score -95926.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -96009.054688 Penalty: 2175.732666
	Iteration 22Q: 3 clusters Score -96009.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -96051.148438 Penalty: 2175.732666
	Iteration 23Q: 3 clusters Score -96051.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -96102.023438 Penalty: 2175.732666
	Iteration 24Q: 3 clusters Score -96102.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -96119.460938 Penalty: 2175.732666
	Iteration 25Q: 3 clusters Score -96119.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -96131.812500 Penalty: 2175.732666
	Iteration 26Q: 3 clusters Score -96131.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -96143.820312 Penalty: 2175.732666
	Iteration 27Q: 3 clusters Score -96143.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -96148.375000 Penalty: 2175.732666
	Iteration 28Q: 3 clusters Score -96148.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -96151.039062 Penalty: 2175.732666
	Iteration 29Q: 3 clusters Score -96151.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -96151.960938 Penalty: 2175.732666
	Iteration 30Q: 3 clusters Score -96151.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -96151.960938 Penalty: 2175.732666
	Iteration 31F: 3 clusters Score -96151.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Entering Unmasked Estep 
Score: -4577482.500000 Penalty: 1708.315308
	Iteration 0F: 2 clusters Score -4577482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -4552783.500000 Penalty: 3416.630615
	Iteration 0F: 3 clusters Score -4552784 nChanged 17002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -4562190.500000 Penalty: 3416.630615
	Iteration 1F: 3 clusters Score -4562190 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -4562543.500000 Penalty: 3416.630615
	Iteration 2Q: 3 clusters Score -4562544 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -4562894.500000 Penalty: 3416.630615
	Iteration 3Q: 3 clusters Score -4562894 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -4563302.000000 Penalty: 3416.630615
	Iteration 4Q: 3 clusters Score -4563302 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -4563865.500000 Penalty: 3416.630615
	Iteration 5Q: 3 clusters Score -4563866 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -4564751.000000 Penalty: 3416.630615
	Iteration 6Q: 3 clusters Score -4564751 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -4566242.000000 Penalty: 3416.630615
	Iteration 7F: 3 clusters Score -4566242 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -4568538.000000 Penalty: 3416.630615
	Iteration 8F: 3 clusters Score -4568538 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -4571253.000000 Penalty: 3416.630615
	Iteration 9F: 3 clusters Score -4571253 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4573643.000000 Penalty: 3416.630615
	Iteration 10F: 3 clusters Score -4573643 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4575017.000000 Penalty: 3416.630615
	Iteration 11Q: 3 clusters Score -4575017 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4575606.500000 Penalty: 3416.630615
	Iteration 12Q: 3 clusters Score -4575606 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4575817.000000 Penalty: 3416.630615
	Iteration 13Q: 3 clusters Score -4575817 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4575912.000000 Penalty: 3416.630615
	Iteration 14Q: 3 clusters Score -4575912 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4575972.000000 Penalty: 3416.630615
	Iteration 15Q: 3 clusters Score -4575972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4576008.000000 Penalty: 3416.630615
	Iteration 16Q: 3 clusters Score -4576008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4576025.000000 Penalty: 3416.630615
	Iteration 17Q: 3 clusters Score -4576025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4576039.500000 Penalty: 3416.630615
	Iteration 18Q: 3 clusters Score -4576040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4576044.000000 Penalty: 3416.630615
	Iteration 19Q: 3 clusters Score -4576044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4576047.500000 Penalty: 3416.630615
	Iteration 20F: 3 clusters Score -4576048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4576050.000000 Penalty: 3416.630615
	Iteration 21Q: 3 clusters Score -4576050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4576056.000000 Penalty: 3416.630615
	Iteration 22Q: 3 clusters Score -4576056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4576060.500000 Penalty: 3416.630615
	Iteration 23Q: 3 clusters Score -4576060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4576072.000000 Penalty: 3416.630615
	Iteration 24Q: 3 clusters Score -4576072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4576077.000000 Penalty: 3416.630615
	Iteration 25Q: 3 clusters Score -4576077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4576081.500000 Penalty: 3416.630615
	Iteration 26Q: 3 clusters Score -4576082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4576082.500000 Penalty: 3416.630615
	Iteration 27Q: 3 clusters Score -4576082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4576083.000000 Penalty: 3416.630615
	Iteration 28Q: 3 clusters Score -4576083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4576083.000000 Penalty: 3416.630615
	Iteration 29F: 3 clusters Score -4576083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Entering Unmasked Estep 
Score: -3220311.000000 Penalty: 1656.262085
	Iteration 0F: 2 clusters Score -3220311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3202250.000000 Penalty: 3312.524170
	Iteration 0F: 3 clusters Score -3202250 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3209075.250000 Penalty: 3312.524170
	Iteration 1F: 3 clusters Score -3209075 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3209512.250000 Penalty: 3312.524170
	Iteration 2Q: 3 clusters Score -3209512 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3209939.000000 Penalty: 3312.524170
	Iteration 3Q: 3 clusters Score -3209939 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -3210402.000000 Penalty: 3312.524170
	Iteration 4Q: 3 clusters Score -3210402 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3210933.750000 Penalty: 3312.524170
	Iteration 5Q: 3 clusters Score -3210934 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -3211675.500000 Penalty: 3312.524170
	Iteration 6Q: 3 clusters Score -3211676 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3212664.000000 Penalty: 3312.524170
	Iteration 7F: 3 clusters Score -3212664 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -3213674.500000 Penalty: 3312.524170
	Iteration 8F: 3 clusters Score -3213674 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3214511.500000 Penalty: 3312.524170
	Iteration 9Q: 3 clusters Score -3214512 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -3215062.250000 Penalty: 3312.524170
	Iteration 10Q: 3 clusters Score -3215062 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -3215376.000000 Penalty: 3312.524170
	Iteration 11Q: 3 clusters Score -3215376 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3215642.000000 Penalty: 3312.524170
	Iteration 12Q: 3 clusters Score -3215642 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3215936.750000 Penalty: 3312.524170
	Iteration 13Q: 3 clusters Score -3215937 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -3216266.750000 Penalty: 3312.524170
	Iteration 14Q: 3 clusters Score -3216267 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -3216599.500000 Penalty: 3312.524170
	Iteration 15Q: 3 clusters Score -3216600 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -3216934.500000 Penalty: 3312.524170
	Iteration 16Q: 3 clusters Score -3216934 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -3217236.500000 Penalty: 3312.524170
	Iteration 17Q: 3 clusters Score -3217236 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3217488.500000 Penalty: 3312.524170
	Iteration 18Q: 3 clusters Score -3217488 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -3217641.750000 Penalty: 3312.524170
	Iteration 19Q: 3 clusters Score -3217642 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -3217762.000000 Penalty: 3312.524170
	Iteration 20F: 3 clusters Score -3217762 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -3217860.750000 Penalty: 3312.524170
	Iteration 21Q: 3 clusters Score -3217861 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3217928.750000 Penalty: 3312.524170
	Iteration 22Q: 3 clusters Score -3217929 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -3217974.250000 Penalty: 3312.524170
	Iteration 23Q: 3 clusters Score -3217974 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3218028.750000 Penalty: 3312.524170
	Iteration 24Q: 3 clusters Score -3218029 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -3218084.750000 Penalty: 3312.524170
	Iteration 25Q: 3 clusters Score -3218085 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -3218121.500000 Penalty: 3312.524170
	Iteration 26Q: 3 clusters Score -3218122 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -3218167.250000 Penalty: 3312.524170
	Iteration 27Q: 3 clusters Score -3218167 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3218207.750000 Penalty: 3312.524170
	Iteration 28Q: 3 clusters Score -3218208 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -3218252.750000 Penalty: 3312.524170
	Iteration 29Q: 3 clusters Score -3218253 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3218285.250000 Penalty: 3312.524170
	Iteration 30Q: 3 clusters Score -3218285 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -3218298.250000 Penalty: 3312.524170
	Iteration 31Q: 3 clusters Score -3218298 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -3218324.250000 Penalty: 3312.524170
	Iteration 32Q: 3 clusters Score -3218324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3218348.500000 Penalty: 3312.524170
	Iteration 33Q: 3 clusters Score -3218348 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3218357.000000 Penalty: 3312.524170
	Iteration 34Q: 3 clusters Score -3218357 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3218366.750000 Penalty: 3312.524170
	Iteration 35Q: 3 clusters Score -3218367 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -3218380.750000 Penalty: 3312.524170
	Iteration 36Q: 3 clusters Score -3218381 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -3218399.500000 Penalty: 3312.524170
	Iteration 37Q: 3 clusters Score -3218400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3218409.750000 Penalty: 3312.524170
	Iteration 38Q: 3 clusters Score -3218410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3218422.750000 Penalty: 3312.524170
	Iteration 39Q: 3 clusters Score -3218423 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -3218431.500000 Penalty: 3312.524170
	Iteration 40F: 3 clusters Score -3218432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -3218437.750000 Penalty: 3312.524170
	Iteration 41Q: 3 clusters Score -3218438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -3218444.500000 Penalty: 3312.524170
	Iteration 42Q: 3 clusters Score -3218444 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -3218456.000000 Penalty: 3312.524170
	Iteration 43Q: 3 clusters Score -3218456 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3218471.000000 Penalty: 3312.524170
	Iteration 44Q: 3 clusters Score -3218471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -3218475.000000 Penalty: 3312.524170
	Iteration 45Q: 3 clusters Score -3218475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3218478.000000 Penalty: 3312.524170
	Iteration 46Q: 3 clusters Score -3218478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -3218483.000000 Penalty: 3312.524170
	Iteration 47Q: 3 clusters Score -3218483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3218488.500000 Penalty: 3312.524170
	Iteration 48Q: 3 clusters Score -3218488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -3218496.000000 Penalty: 3312.524170
	Iteration 49Q: 3 clusters Score -3218496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3218501.000000 Penalty: 3312.524170
	Iteration 50Q: 3 clusters Score -3218501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -3218502.000000 Penalty: 3312.524170
	Iteration 51Q: 3 clusters Score -3218502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -3218504.500000 Penalty: 3312.524170
	Iteration 52Q: 3 clusters Score -3218504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3218505.000000 Penalty: 3312.524170
	Iteration 53Q: 3 clusters Score -3218505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3218512.750000 Penalty: 3312.524170
	Iteration 54Q: 3 clusters Score -3218513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3218511.000000 Penalty: 3312.524170
	Iteration 55Q: 3 clusters Score -3218511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3218521.000000 Penalty: 3312.524170
	Iteration 56Q: 3 clusters Score -3218521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -3218519.500000 Penalty: 3312.524170
	Iteration 57Q: 3 clusters Score -3218520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -3218517.000000 Penalty: 3312.524170
	Iteration 58Q: 3 clusters Score -3218517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3218524.000000 Penalty: 3312.524170
	Iteration 59Q: 3 clusters Score -3218524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3218521.500000 Penalty: 3312.524170
	Iteration 60F: 3 clusters Score -3218522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3218524.250000 Penalty: 3312.524170
	Iteration 61Q: 3 clusters Score -3218524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -3218520.500000 Penalty: 3312.524170
	Iteration 62Q: 3 clusters Score -3218520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3218526.750000 Penalty: 3312.524170
	Iteration 63Q: 3 clusters Score -3218527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3218527.000000 Penalty: 3312.524170
	Iteration 64Q: 3 clusters Score -3218527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3218522.750000 Penalty: 3312.524170
	Iteration 65Q: 3 clusters Score -3218523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -3218535.000000 Penalty: 3312.524170
	Iteration 66Q: 3 clusters Score -3218535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3218539.000000 Penalty: 3312.524170
	Iteration 67Q: 3 clusters Score -3218539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3218538.500000 Penalty: 3312.524170
	Iteration 68Q: 3 clusters Score -3218538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3218539.250000 Penalty: 3312.524170
	Iteration 69Q: 3 clusters Score -3218539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3218537.000000 Penalty: 3312.524170
	Iteration 70Q: 3 clusters Score -3218537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3218531.500000 Penalty: 3312.524170
	Iteration 71Q: 3 clusters Score -3218532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3218531.000000 Penalty: 3312.524170
	Iteration 72Q: 3 clusters Score -3218531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3218531.000000 Penalty: 3312.524170
	Iteration 73Q: 3 clusters Score -3218531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -3218530.000000 Penalty: 3312.524170
	Iteration 74Q: 3 clusters Score -3218530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3218533.500000 Penalty: 3312.524170
	Iteration 75Q: 3 clusters Score -3218534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3218533.500000 Penalty: 3312.524170
	Iteration 76Q: 3 clusters Score -3218534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3218531.000000 Penalty: 3312.524170
	Iteration 77Q: 3 clusters Score -3218531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -3218534.250000 Penalty: 3312.524170
	Iteration 78Q: 3 clusters Score -3218534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -3218535.000000 Penalty: 3312.524170
	Iteration 79Q: 3 clusters Score -3218535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -3218537.500000 Penalty: 3312.524170
	Iteration 80F: 3 clusters Score -3218538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3218536.250000 Penalty: 3312.524170
	Iteration 81Q: 3 clusters Score -3218536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3218539.000000 Penalty: 3312.524170
	Iteration 82Q: 3 clusters Score -3218539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -3218538.000000 Penalty: 3312.524170
	Iteration 83Q: 3 clusters Score -3218538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3218535.000000 Penalty: 3312.524170
	Iteration 84Q: 3 clusters Score -3218535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3218534.000000 Penalty: 3312.524170
	Iteration 85Q: 3 clusters Score -3218534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3218536.250000 Penalty: 3312.524170
	Iteration 86Q: 3 clusters Score -3218536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3218536.250000 Penalty: 3312.524170
	Iteration 87Q: 3 clusters Score -3218536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -3218538.250000 Penalty: 3312.524170
	Iteration 88Q: 3 clusters Score -3218538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3218541.250000 Penalty: 3312.524170
	Iteration 89Q: 3 clusters Score -3218541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3218546.250000 Penalty: 3312.524170
	Iteration 90Q: 3 clusters Score -3218546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3218547.750000 Penalty: 3312.524170
	Iteration 91Q: 3 clusters Score -3218548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -3218552.750000 Penalty: 3312.524170
	Iteration 92Q: 3 clusters Score -3218553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -3218550.250000 Penalty: 3312.524170
	Iteration 93Q: 3 clusters Score -3218550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -3218550.250000 Penalty: 3312.524170
	Iteration 94Q: 3 clusters Score -3218550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3218553.750000 Penalty: 3312.524170
	Iteration 95Q: 3 clusters Score -3218554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3218553.000000 Penalty: 3312.524170
	Iteration 96Q: 3 clusters Score -3218553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -3218553.750000 Penalty: 3312.524170
	Iteration 97Q: 3 clusters Score -3218554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3218553.250000 Penalty: 3312.524170
	Iteration 98Q: 3 clusters Score -3218553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3218555.250000 Penalty: 3312.524170
	Iteration 99Q: 3 clusters Score -3218555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -3218555.500000 Penalty: 3312.524170
	Iteration 100F: 3 clusters Score -3218556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -3218560.250000 Penalty: 3312.524170
	Iteration 101Q: 3 clusters Score -3218560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3218563.000000 Penalty: 3312.524170
	Iteration 102Q: 3 clusters Score -3218563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -3218563.250000 Penalty: 3312.524170
	Iteration 103Q: 3 clusters Score -3218563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -3218559.500000 Penalty: 3312.524170
	Iteration 104Q: 3 clusters Score -3218560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -3218559.500000 Penalty: 3312.524170
	Iteration 105F: 3 clusters Score -3218560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -253461.093750 Penalty: 1234.902710
	Iteration 0F: 2 clusters Score -253461.1 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 1007 members 
Entering Unmasked Estep 
Score: -251365.796875 Penalty: 2469.805420
	Iteration 0F: 3 clusters Score -251365.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -251808.687500 Penalty: 2469.805420
	Iteration 1F: 3 clusters Score -251808.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -251899.265625 Penalty: 2469.805420
	Iteration 2F: 3 clusters Score -251899.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -251948.000000 Penalty: 2469.805420
	Iteration 3Q: 3 clusters Score -251948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -251977.218750 Penalty: 2469.805420
	Iteration 4Q: 3 clusters Score -251977.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -251997.406250 Penalty: 2469.805420
	Iteration 5Q: 3 clusters Score -251997.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -252016.296875 Penalty: 2469.805420
	Iteration 6Q: 3 clusters Score -252016.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -252037.421875 Penalty: 2469.805420
	Iteration 7Q: 3 clusters Score -252037.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -252049.171875 Penalty: 2469.805420
	Iteration 8Q: 3 clusters Score -252049.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -252058.046875 Penalty: 2469.805420
	Iteration 9Q: 3 clusters Score -252058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -252064.078125 Penalty: 2469.805420
	Iteration 10Q: 3 clusters Score -252064.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -252066.890625 Penalty: 2469.805420
	Iteration 11Q: 3 clusters Score -252066.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -252069.750000 Penalty: 2469.805420
	Iteration 12Q: 3 clusters Score -252069.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -252073.531250 Penalty: 2469.805420
	Iteration 13Q: 3 clusters Score -252073.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -252078.078125 Penalty: 2469.805420
	Iteration 14Q: 3 clusters Score -252078.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -252080.734375 Penalty: 2469.805420
	Iteration 15Q: 3 clusters Score -252080.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -252083.062500 Penalty: 2469.805420
	Iteration 16Q: 3 clusters Score -252083.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -252084.921875 Penalty: 2469.805420
	Iteration 17Q: 3 clusters Score -252084.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -252088.234375 Penalty: 2469.805420
	Iteration 18Q: 3 clusters Score -252088.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -252089.562500 Penalty: 2469.805420
	Iteration 19Q: 3 clusters Score -252089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -252090.718750 Penalty: 2469.805420
	Iteration 20F: 3 clusters Score -252090.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (65770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65770 members 
Entering Unmasked Estep 
Score: -8155924.000000 Penalty: 1802.761841
	Iteration 0F: 2 clusters Score -8155924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -8113689.500000 Penalty: 3605.523682
	Iteration 0F: 3 clusters Score -8113690 nChanged 30994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -8131714.000000 Penalty: 3605.523682
	Iteration 1F: 3 clusters Score -8131714 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -8132570.000000 Penalty: 3605.523682
	Iteration 2Q: 3 clusters Score -8132570 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -8134075.500000 Penalty: 3605.523682
	Iteration 3Q: 3 clusters Score -8134076 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -8136622.000000 Penalty: 3605.523682
	Iteration 4F: 3 clusters Score -8136622 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -8140488.500000 Penalty: 3605.523682
	Iteration 5F: 3 clusters Score -8140488 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -8145235.500000 Penalty: 3605.523682
	Iteration 6F: 3 clusters Score -8145236 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -8149506.500000 Penalty: 3605.523682
	Iteration 7F: 3 clusters Score -8149506 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8151957.000000 Penalty: 3605.523682
	Iteration 8Q: 3 clusters Score -8151957 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8153105.500000 Penalty: 3605.523682
	Iteration 9Q: 3 clusters Score -8153106 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8153645.500000 Penalty: 3605.523682
	Iteration 10Q: 3 clusters Score -8153646 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65256 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8153942.500000 Penalty: 3605.523682
	Iteration 11Q: 3 clusters Score -8153942 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8154036.500000 Penalty: 3605.523682
	Iteration 12Q: 3 clusters Score -8154036 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8154088.500000 Penalty: 3605.523682
	Iteration 13Q: 3 clusters Score -8154088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8154122.500000 Penalty: 3605.523682
	Iteration 14Q: 3 clusters Score -8154122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65450 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8154155.000000 Penalty: 3605.523682
	Iteration 15Q: 3 clusters Score -8154155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8154190.000000 Penalty: 3605.523682
	Iteration 16Q: 3 clusters Score -8154190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8154214.000000 Penalty: 3605.523682
	Iteration 17Q: 3 clusters Score -8154214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8154219.000000 Penalty: 3605.523682
	Iteration 18Q: 3 clusters Score -8154219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8154230.500000 Penalty: 3605.523682
	Iteration 19Q: 3 clusters Score -8154230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8154237.000000 Penalty: 3605.523682
	Iteration 20F: 3 clusters Score -8154237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8154247.000000 Penalty: 3605.523682
	Iteration 21Q: 3 clusters Score -8154247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8154244.500000 Penalty: 3605.523682
	Iteration 22Q: 3 clusters Score -8154244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8154249.000000 Penalty: 3605.523682
	Iteration 23Q: 3 clusters Score -8154249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8154246.000000 Penalty: 3605.523682
	Iteration 24Q: 3 clusters Score -8154246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65497 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8154246.000000 Penalty: 3605.523682
	Iteration 25F: 3 clusters Score -8154246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Entering Unmasked Estep 
Score: -980829.312500 Penalty: 1458.888794
	Iteration 0F: 2 clusters Score -980829.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -974972.312500 Penalty: 2917.777588
	Iteration 0F: 3 clusters Score -974972.3 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -976789.062500 Penalty: 2917.777588
	Iteration 1F: 3 clusters Score -976789.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -977004.250000 Penalty: 2917.777588
	Iteration 2F: 3 clusters Score -977004.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -977152.250000 Penalty: 2917.777588
	Iteration 3Q: 3 clusters Score -977152.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -977267.562500 Penalty: 2917.777588
	Iteration 4Q: 3 clusters Score -977267.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -977367.187500 Penalty: 2917.777588
	Iteration 5Q: 3 clusters Score -977367.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -977482.625000 Penalty: 2917.777588
	Iteration 6Q: 3 clusters Score -977482.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -977599.000000 Penalty: 2917.777588
	Iteration 7Q: 3 clusters Score -977599 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -977720.437500 Penalty: 2917.777588
	Iteration 8Q: 3 clusters Score -977720.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -977855.750000 Penalty: 2917.777588
	Iteration 9Q: 3 clusters Score -977855.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -978004.625000 Penalty: 2917.777588
	Iteration 10Q: 3 clusters Score -978004.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -978182.687500 Penalty: 2917.777588
	Iteration 11Q: 3 clusters Score -978182.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -978384.187500 Penalty: 2917.777588
	Iteration 12Q: 3 clusters Score -978384.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -978603.562500 Penalty: 2917.777588
	Iteration 13Q: 3 clusters Score -978603.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -978811.812500 Penalty: 2917.777588
	Iteration 14Q: 3 clusters Score -978811.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -978970.562500 Penalty: 2917.777588
	Iteration 15Q: 3 clusters Score -978970.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -979115.625000 Penalty: 2917.777588
	Iteration 16Q: 3 clusters Score -979115.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -979231.375000 Penalty: 2917.777588
	Iteration 17Q: 3 clusters Score -979231.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -979308.687500 Penalty: 2917.777588
	Iteration 18Q: 3 clusters Score -979308.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -979336.062500 Penalty: 2917.777588
	Iteration 19Q: 3 clusters Score -979336.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -979359.750000 Penalty: 2917.777588
	Iteration 20F: 3 clusters Score -979359.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -979386.312500 Penalty: 2917.777588
	Iteration 21Q: 3 clusters Score -979386.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -979409.250000 Penalty: 2917.777588
	Iteration 22Q: 3 clusters Score -979409.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -979430.375000 Penalty: 2917.777588
	Iteration 23Q: 3 clusters Score -979430.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -979444.187500 Penalty: 2917.777588
	Iteration 24Q: 3 clusters Score -979444.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -979454.437500 Penalty: 2917.777588
	Iteration 25Q: 3 clusters Score -979454.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -979462.625000 Penalty: 2917.777588
	Iteration 26Q: 3 clusters Score -979462.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -979468.812500 Penalty: 2917.777588
	Iteration 27Q: 3 clusters Score -979468.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -979475.812500 Penalty: 2917.777588
	Iteration 28Q: 3 clusters Score -979475.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -979486.812500 Penalty: 2917.777588
	Iteration 29Q: 3 clusters Score -979486.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -979495.562500 Penalty: 2917.777588
	Iteration 30Q: 3 clusters Score -979495.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -979501.687500 Penalty: 2917.777588
	Iteration 31Q: 3 clusters Score -979501.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -979506.625000 Penalty: 2917.777588
	Iteration 32Q: 3 clusters Score -979506.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -979511.062500 Penalty: 2917.777588
	Iteration 33Q: 3 clusters Score -979511.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -979518.687500 Penalty: 2917.777588
	Iteration 34Q: 3 clusters Score -979518.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -979521.687500 Penalty: 2917.777588
	Iteration 35Q: 3 clusters Score -979521.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -979530.937500 Penalty: 2917.777588
	Iteration 36Q: 3 clusters Score -979530.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -979540.312500 Penalty: 2917.777588
	Iteration 37Q: 3 clusters Score -979540.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -979545.562500 Penalty: 2917.777588
	Iteration 38Q: 3 clusters Score -979545.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -979547.937500 Penalty: 2917.777588
	Iteration 39Q: 3 clusters Score -979547.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -979549.937500 Penalty: 2917.777588
	Iteration 40F: 3 clusters Score -979549.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -979556.312500 Penalty: 2917.777588
	Iteration 41Q: 3 clusters Score -979556.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -979563.750000 Penalty: 2917.777588
	Iteration 42Q: 3 clusters Score -979563.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -979571.000000 Penalty: 2917.777588
	Iteration 43Q: 3 clusters Score -979571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -979572.750000 Penalty: 2917.777588
	Iteration 44Q: 3 clusters Score -979572.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -979575.875000 Penalty: 2917.777588
	Iteration 45Q: 3 clusters Score -979575.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -979580.187500 Penalty: 2917.777588
	Iteration 46Q: 3 clusters Score -979580.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -979583.125000 Penalty: 2917.777588
	Iteration 47Q: 3 clusters Score -979583.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -979584.812500 Penalty: 2917.777588
	Iteration 48Q: 3 clusters Score -979584.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -979584.312500 Penalty: 2917.777588
	Iteration 49Q: 3 clusters Score -979584.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -979586.500000 Penalty: 2917.777588
	Iteration 50Q: 3 clusters Score -979586.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -979586.937500 Penalty: 2917.777588
	Iteration 51Q: 3 clusters Score -979586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -979587.562500 Penalty: 2917.777588
	Iteration 52Q: 3 clusters Score -979587.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -979587.437500 Penalty: 2917.777588
	Iteration 53Q: 3 clusters Score -979587.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -979587.375000 Penalty: 2917.777588
	Iteration 54Q: 3 clusters Score -979587.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -979587.875000 Penalty: 2917.777588
	Iteration 55Q: 3 clusters Score -979587.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -979587.875000 Penalty: 2917.777588
	Iteration 56F: 3 clusters Score -979587.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Entering Unmasked Estep 
Score: -6894326.500000 Penalty: 1774.629883
	Iteration 0F: 2 clusters Score -6894326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -6857344.500000 Penalty: 3549.259766
	Iteration 0F: 3 clusters Score -6857344 nChanged 26076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -6872420.000000 Penalty: 3549.259766
	Iteration 1F: 3 clusters Score -6872420 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -6873009.000000 Penalty: 3549.259766
	Iteration 2Q: 3 clusters Score -6873009 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -6873658.500000 Penalty: 3549.259766
	Iteration 3Q: 3 clusters Score -6873658 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -6874474.500000 Penalty: 3549.259766
	Iteration 4Q: 3 clusters Score -6874474 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -6875787.500000 Penalty: 3549.259766
	Iteration 5Q: 3 clusters Score -6875788 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -6877754.000000 Penalty: 3549.259766
	Iteration 6F: 3 clusters Score -6877754 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -6880443.000000 Penalty: 3549.259766
	Iteration 7F: 3 clusters Score -6880443 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -6883590.000000 Penalty: 3549.259766
	Iteration 8F: 3 clusters Score -6883590 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -6886532.000000 Penalty: 3549.259766
	Iteration 9F: 3 clusters Score -6886532 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -6888626.000000 Penalty: 3549.259766
	Iteration 10Q: 3 clusters Score -6888626 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -6889978.500000 Penalty: 3549.259766
	Iteration 11Q: 3 clusters Score -6889978 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -6890867.500000 Penalty: 3549.259766
	Iteration 12Q: 3 clusters Score -6890868 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6891436.500000 Penalty: 3549.259766
	Iteration 13Q: 3 clusters Score -6891436 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6891914.500000 Penalty: 3549.259766
	Iteration 14Q: 3 clusters Score -6891914 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6892218.000000 Penalty: 3549.259766
	Iteration 15Q: 3 clusters Score -6892218 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6892408.000000 Penalty: 3549.259766
	Iteration 16Q: 3 clusters Score -6892408 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6892495.500000 Penalty: 3549.259766
	Iteration 17Q: 3 clusters Score -6892496 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6892576.000000 Penalty: 3549.259766
	Iteration 18Q: 3 clusters Score -6892576 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6892610.500000 Penalty: 3549.259766
	Iteration 19Q: 3 clusters Score -6892610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6892650.500000 Penalty: 3549.259766
	Iteration 20F: 3 clusters Score -6892650 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6892682.500000 Penalty: 3549.259766
	Iteration 21Q: 3 clusters Score -6892682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6892716.000000 Penalty: 3549.259766
	Iteration 22Q: 3 clusters Score -6892716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6892746.000000 Penalty: 3549.259766
	Iteration 23Q: 3 clusters Score -6892746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6892759.500000 Penalty: 3549.259766
	Iteration 24Q: 3 clusters Score -6892760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6892759.500000 Penalty: 3549.259766
	Iteration 25Q: 3 clusters Score -6892760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6892762.000000 Penalty: 3549.259766
	Iteration 26Q: 3 clusters Score -6892762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54861 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6892765.500000 Penalty: 3549.259766
	Iteration 27Q: 3 clusters Score -6892766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6892764.000000 Penalty: 3549.259766
	Iteration 28Q: 3 clusters Score -6892764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6892776.000000 Penalty: 3549.259766
	Iteration 29Q: 3 clusters Score -6892776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6892782.000000 Penalty: 3549.259766
	Iteration 30Q: 3 clusters Score -6892782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6892785.000000 Penalty: 3549.259766
	Iteration 31Q: 3 clusters Score -6892785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54899 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6892791.500000 Penalty: 3549.259766
	Iteration 32Q: 3 clusters Score -6892792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6892808.000000 Penalty: 3549.259766
	Iteration 33Q: 3 clusters Score -6892808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6892817.000000 Penalty: 3549.259766
	Iteration 34Q: 3 clusters Score -6892817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6892821.000000 Penalty: 3549.259766
	Iteration 35Q: 3 clusters Score -6892821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6892818.500000 Penalty: 3549.259766
	Iteration 36Q: 3 clusters Score -6892818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6892828.000000 Penalty: 3549.259766
	Iteration 37Q: 3 clusters Score -6892828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6892828.000000 Penalty: 3549.259766
	Iteration 38Q: 3 clusters Score -6892828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6892829.500000 Penalty: 3549.259766
	Iteration 39Q: 3 clusters Score -6892830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6892832.500000 Penalty: 3549.259766
	Iteration 40F: 3 clusters Score -6892832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6892835.000000 Penalty: 3549.259766
	Iteration 41Q: 3 clusters Score -6892835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6892838.000000 Penalty: 3549.259766
	Iteration 42Q: 3 clusters Score -6892838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6892837.000000 Penalty: 3549.259766
	Iteration 43Q: 3 clusters Score -6892837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6892837.000000 Penalty: 3549.259766
	Iteration 44F: 3 clusters Score -6892837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Entering Unmasked Estep 
Score: -3537175.000000 Penalty: 1665.380493
	Iteration 0F: 2 clusters Score -3537175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3518069.000000 Penalty: 3330.760986
	Iteration 0F: 3 clusters Score -3518069 nChanged 12997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3525284.000000 Penalty: 3330.760986
	Iteration 1F: 3 clusters Score -3525284 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3525627.000000 Penalty: 3330.760986
	Iteration 2Q: 3 clusters Score -3525627 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3525933.500000 Penalty: 3330.760986
	Iteration 3Q: 3 clusters Score -3525934 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3526237.000000 Penalty: 3330.760986
	Iteration 4Q: 3 clusters Score -3526237 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3526601.250000 Penalty: 3330.760986
	Iteration 5Q: 3 clusters Score -3526601 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -3527098.250000 Penalty: 3330.760986
	Iteration 6Q: 3 clusters Score -3527098 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -3527798.000000 Penalty: 3330.760986
	Iteration 7Q: 3 clusters Score -3527798 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3528785.250000 Penalty: 3330.760986
	Iteration 8F: 3 clusters Score -3528785 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3530216.250000 Penalty: 3330.760986
	Iteration 9F: 3 clusters Score -3530216 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3531535.250000 Penalty: 3330.760986
	Iteration 10F: 3 clusters Score -3531535 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3532266.750000 Penalty: 3330.760986
	Iteration 11Q: 3 clusters Score -3532267 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -3532653.250000 Penalty: 3330.760986
	Iteration 12Q: 3 clusters Score -3532653 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -3532877.750000 Penalty: 3330.760986
	Iteration 13Q: 3 clusters Score -3532878 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3533057.250000 Penalty: 3330.760986
	Iteration 14Q: 3 clusters Score -3533057 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -3533195.250000 Penalty: 3330.760986
	Iteration 15Q: 3 clusters Score -3533195 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3533323.250000 Penalty: 3330.760986
	Iteration 16Q: 3 clusters Score -3533323 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -3533427.000000 Penalty: 3330.760986
	Iteration 17Q: 3 clusters Score -3533427 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -3533484.750000 Penalty: 3330.760986
	Iteration 18Q: 3 clusters Score -3533485 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -3533542.500000 Penalty: 3330.760986
	Iteration 19Q: 3 clusters Score -3533542 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -3533593.250000 Penalty: 3330.760986
	Iteration 20F: 3 clusters Score -3533593 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -3533631.500000 Penalty: 3330.760986
	Iteration 21Q: 3 clusters Score -3533632 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -3533660.750000 Penalty: 3330.760986
	Iteration 22Q: 3 clusters Score -3533661 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -3533712.500000 Penalty: 3330.760986
	Iteration 23Q: 3 clusters Score -3533712 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -3533726.500000 Penalty: 3330.760986
	Iteration 24Q: 3 clusters Score -3533726 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -3533756.250000 Penalty: 3330.760986
	Iteration 25Q: 3 clusters Score -3533756 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -3533772.000000 Penalty: 3330.760986
	Iteration 26Q: 3 clusters Score -3533772 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -3533795.750000 Penalty: 3330.760986
	Iteration 27Q: 3 clusters Score -3533796 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3533811.500000 Penalty: 3330.760986
	Iteration 28Q: 3 clusters Score -3533812 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -3533820.500000 Penalty: 3330.760986
	Iteration 29Q: 3 clusters Score -3533820 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -3533825.750000 Penalty: 3330.760986
	Iteration 30Q: 3 clusters Score -3533826 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -3533839.000000 Penalty: 3330.760986
	Iteration 31Q: 3 clusters Score -3533839 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3533854.750000 Penalty: 3330.760986
	Iteration 32Q: 3 clusters Score -3533855 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3533853.750000 Penalty: 3330.760986
	Iteration 33Q: 3 clusters Score -3533854 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -3533857.250000 Penalty: 3330.760986
	Iteration 34Q: 3 clusters Score -3533857 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -3533879.250000 Penalty: 3330.760986
	Iteration 35Q: 3 clusters Score -3533879 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3533899.250000 Penalty: 3330.760986
	Iteration 36Q: 3 clusters Score -3533899 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -3533928.500000 Penalty: 3330.760986
	Iteration 37Q: 3 clusters Score -3533928 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -3533950.750000 Penalty: 3330.760986
	Iteration 38Q: 3 clusters Score -3533951 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3533959.000000 Penalty: 3330.760986
	Iteration 39Q: 3 clusters Score -3533959 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -3533965.250000 Penalty: 3330.760986
	Iteration 40F: 3 clusters Score -3533965 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3533982.750000 Penalty: 3330.760986
	Iteration 41Q: 3 clusters Score -3533983 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3533979.500000 Penalty: 3330.760986
	Iteration 42Q: 3 clusters Score -3533980 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -3533985.500000 Penalty: 3330.760986
	Iteration 43Q: 3 clusters Score -3533986 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -3533994.250000 Penalty: 3330.760986
	Iteration 44Q: 3 clusters Score -3533994 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -3534013.000000 Penalty: 3330.760986
	Iteration 45Q: 3 clusters Score -3534013 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -3534040.250000 Penalty: 3330.760986
	Iteration 46Q: 3 clusters Score -3534040 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3534060.250000 Penalty: 3330.760986
	Iteration 47Q: 3 clusters Score -3534060 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -3534087.750000 Penalty: 3330.760986
	Iteration 48Q: 3 clusters Score -3534088 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -3534125.000000 Penalty: 3330.760986
	Iteration 49Q: 3 clusters Score -3534125 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -3534144.000000 Penalty: 3330.760986
	Iteration 50Q: 3 clusters Score -3534144 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3534155.000000 Penalty: 3330.760986
	Iteration 51Q: 3 clusters Score -3534155 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -3534189.500000 Penalty: 3330.760986
	Iteration 52Q: 3 clusters Score -3534190 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -3534199.750000 Penalty: 3330.760986
	Iteration 53Q: 3 clusters Score -3534200 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3534212.750000 Penalty: 3330.760986
	Iteration 54Q: 3 clusters Score -3534213 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -3534222.000000 Penalty: 3330.760986
	Iteration 55Q: 3 clusters Score -3534222 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3534243.000000 Penalty: 3330.760986
	Iteration 56Q: 3 clusters Score -3534243 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3534266.500000 Penalty: 3330.760986
	Iteration 57Q: 3 clusters Score -3534266 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3534290.750000 Penalty: 3330.760986
	Iteration 58Q: 3 clusters Score -3534291 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3534310.250000 Penalty: 3330.760986
	Iteration 59Q: 3 clusters Score -3534310 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -3534340.750000 Penalty: 3330.760986
	Iteration 60F: 3 clusters Score -3534341 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3534344.750000 Penalty: 3330.760986
	Iteration 61Q: 3 clusters Score -3534345 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -3534349.750000 Penalty: 3330.760986
	Iteration 62Q: 3 clusters Score -3534350 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -3534360.500000 Penalty: 3330.760986
	Iteration 63Q: 3 clusters Score -3534360 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -3534385.750000 Penalty: 3330.760986
	Iteration 64Q: 3 clusters Score -3534386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -3534400.750000 Penalty: 3330.760986
	Iteration 65Q: 3 clusters Score -3534401 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3534401.750000 Penalty: 3330.760986
	Iteration 66Q: 3 clusters Score -3534402 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -3534422.250000 Penalty: 3330.760986
	Iteration 67Q: 3 clusters Score -3534422 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -3534442.000000 Penalty: 3330.760986
	Iteration 68Q: 3 clusters Score -3534442 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -3534472.000000 Penalty: 3330.760986
	Iteration 69Q: 3 clusters Score -3534472 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -3534491.250000 Penalty: 3330.760986
	Iteration 70Q: 3 clusters Score -3534491 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -3534535.000000 Penalty: 3330.760986
	Iteration 71Q: 3 clusters Score -3534535 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3534546.000000 Penalty: 3330.760986
	Iteration 72Q: 3 clusters Score -3534546 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -3534567.000000 Penalty: 3330.760986
	Iteration 73Q: 3 clusters Score -3534567 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -3534591.500000 Penalty: 3330.760986
	Iteration 74Q: 3 clusters Score -3534592 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -3534618.750000 Penalty: 3330.760986
	Iteration 75Q: 3 clusters Score -3534619 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -3534631.250000 Penalty: 3330.760986
	Iteration 76Q: 3 clusters Score -3534631 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3534652.750000 Penalty: 3330.760986
	Iteration 77Q: 3 clusters Score -3534653 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -3534690.500000 Penalty: 3330.760986
	Iteration 78Q: 3 clusters Score -3534690 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -3534717.750000 Penalty: 3330.760986
	Iteration 79Q: 3 clusters Score -3534718 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3534747.750000 Penalty: 3330.760986
	Iteration 80F: 3 clusters Score -3534748 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3534789.500000 Penalty: 3330.760986
	Iteration 81Q: 3 clusters Score -3534790 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3534825.750000 Penalty: 3330.760986
	Iteration 82Q: 3 clusters Score -3534826 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3534872.750000 Penalty: 3330.760986
	Iteration 83Q: 3 clusters Score -3534873 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -3534895.750000 Penalty: 3330.760986
	Iteration 84Q: 3 clusters Score -3534896 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3534952.500000 Penalty: 3330.760986
	Iteration 85Q: 3 clusters Score -3534952 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3534997.000000 Penalty: 3330.760986
	Iteration 86Q: 3 clusters Score -3534997 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3535038.250000 Penalty: 3330.760986
	Iteration 87Q: 3 clusters Score -3535038 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3535090.500000 Penalty: 3330.760986
	Iteration 88Q: 3 clusters Score -3535090 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3535119.000000 Penalty: 3330.760986
	Iteration 89Q: 3 clusters Score -3535119 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3535147.000000 Penalty: 3330.760986
	Iteration 90Q: 3 clusters Score -3535147 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3535183.750000 Penalty: 3330.760986
	Iteration 91Q: 3 clusters Score -3535184 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3535216.250000 Penalty: 3330.760986
	Iteration 92Q: 3 clusters Score -3535216 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3535239.750000 Penalty: 3330.760986
	Iteration 93Q: 3 clusters Score -3535240 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3535273.250000 Penalty: 3330.760986
	Iteration 94Q: 3 clusters Score -3535273 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3535290.000000 Penalty: 3330.760986
	Iteration 95Q: 3 clusters Score -3535290 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3535341.250000 Penalty: 3330.760986
	Iteration 96Q: 3 clusters Score -3535341 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3535359.750000 Penalty: 3330.760986
	Iteration 97Q: 3 clusters Score -3535360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3535384.250000 Penalty: 3330.760986
	Iteration 98Q: 3 clusters Score -3535384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3535402.750000 Penalty: 3330.760986
	Iteration 99Q: 3 clusters Score -3535403 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3535417.750000 Penalty: 3330.760986
	Iteration 100F: 3 clusters Score -3535418 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3535438.750000 Penalty: 3330.760986
	Iteration 101Q: 3 clusters Score -3535439 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3535455.250000 Penalty: 3330.760986
	Iteration 102Q: 3 clusters Score -3535455 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3535470.000000 Penalty: 3330.760986
	Iteration 103Q: 3 clusters Score -3535470 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3535481.000000 Penalty: 3330.760986
	Iteration 104Q: 3 clusters Score -3535481 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3535494.250000 Penalty: 3330.760986
	Iteration 105Q: 3 clusters Score -3535494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3535514.250000 Penalty: 3330.760986
	Iteration 106Q: 3 clusters Score -3535514 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3535530.250000 Penalty: 3330.760986
	Iteration 107Q: 3 clusters Score -3535530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3535541.250000 Penalty: 3330.760986
	Iteration 108Q: 3 clusters Score -3535541 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3535550.000000 Penalty: 3330.760986
	Iteration 109Q: 3 clusters Score -3535550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3535563.500000 Penalty: 3330.760986
	Iteration 110Q: 3 clusters Score -3535564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3535575.500000 Penalty: 3330.760986
	Iteration 111Q: 3 clusters Score -3535576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3535582.000000 Penalty: 3330.760986
	Iteration 112Q: 3 clusters Score -3535582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3535592.250000 Penalty: 3330.760986
	Iteration 113Q: 3 clusters Score -3535592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3535599.250000 Penalty: 3330.760986
	Iteration 114Q: 3 clusters Score -3535599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3535625.000000 Penalty: 3330.760986
	Iteration 115Q: 3 clusters Score -3535625 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3535637.750000 Penalty: 3330.760986
	Iteration 116Q: 3 clusters Score -3535638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3535640.750000 Penalty: 3330.760986
	Iteration 117Q: 3 clusters Score -3535641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3535652.000000 Penalty: 3330.760986
	Iteration 118Q: 3 clusters Score -3535652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3535656.750000 Penalty: 3330.760986
	Iteration 119Q: 3 clusters Score -3535657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3535657.500000 Penalty: 3330.760986
	Iteration 120F: 3 clusters Score -3535658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3535668.000000 Penalty: 3330.760986
	Iteration 121Q: 3 clusters Score -3535668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3535679.250000 Penalty: 3330.760986
	Iteration 122Q: 3 clusters Score -3535679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3535690.000000 Penalty: 3330.760986
	Iteration 123Q: 3 clusters Score -3535690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3535699.500000 Penalty: 3330.760986
	Iteration 124Q: 3 clusters Score -3535700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3535704.250000 Penalty: 3330.760986
	Iteration 125Q: 3 clusters Score -3535704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3535704.250000 Penalty: 3330.760986
	Iteration 126Q: 3 clusters Score -3535704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3535703.250000 Penalty: 3330.760986
	Iteration 127Q: 3 clusters Score -3535703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3535702.000000 Penalty: 3330.760986
	Iteration 128Q: 3 clusters Score -3535702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3535704.750000 Penalty: 3330.760986
	Iteration 129Q: 3 clusters Score -3535705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3535706.500000 Penalty: 3330.760986
	Iteration 130Q: 3 clusters Score -3535706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3535708.250000 Penalty: 3330.760986
	Iteration 131Q: 3 clusters Score -3535708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3535710.500000 Penalty: 3330.760986
	Iteration 132Q: 3 clusters Score -3535710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3535716.750000 Penalty: 3330.760986
	Iteration 133Q: 3 clusters Score -3535717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3535720.500000 Penalty: 3330.760986
	Iteration 134Q: 3 clusters Score -3535720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3535720.500000 Penalty: 3330.760986
	Iteration 135Q: 3 clusters Score -3535720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3535718.750000 Penalty: 3330.760986
	Iteration 136Q: 3 clusters Score -3535719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3535717.750000 Penalty: 3330.760986
	Iteration 137Q: 3 clusters Score -3535718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3535717.000000 Penalty: 3330.760986
	Iteration 138Q: 3 clusters Score -3535717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3535717.000000 Penalty: 3330.760986
	Iteration 139F: 3 clusters Score -3535717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Entering Unmasked Estep 
Score: -5738882.500000 Penalty: 1745.239258
	Iteration 0F: 2 clusters Score -5738882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -5707948.500000 Penalty: 3490.478516
	Iteration 0F: 3 clusters Score -5707948 nChanged 21575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -5720009.500000 Penalty: 3490.478516
	Iteration 1F: 3 clusters Score -5720010 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -5720443.500000 Penalty: 3490.478516
	Iteration 2Q: 3 clusters Score -5720444 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -5720879.500000 Penalty: 3490.478516
	Iteration 3Q: 3 clusters Score -5720880 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -5721418.000000 Penalty: 3490.478516
	Iteration 4Q: 3 clusters Score -5721418 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -5721986.500000 Penalty: 3490.478516
	Iteration 5Q: 3 clusters Score -5721986 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -5722843.000000 Penalty: 3490.478516
	Iteration 6Q: 3 clusters Score -5722843 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -5724069.500000 Penalty: 3490.478516
	Iteration 7Q: 3 clusters Score -5724070 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -5725665.500000 Penalty: 3490.478516
	Iteration 8F: 3 clusters Score -5725666 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -5727685.500000 Penalty: 3490.478516
	Iteration 9F: 3 clusters Score -5727686 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -5729602.500000 Penalty: 3490.478516
	Iteration 10F: 3 clusters Score -5729602 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -5730950.000000 Penalty: 3490.478516
	Iteration 11F: 3 clusters Score -5730950 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -5731795.000000 Penalty: 3490.478516
	Iteration 12Q: 3 clusters Score -5731795 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -5732288.000000 Penalty: 3490.478516
	Iteration 13Q: 3 clusters Score -5732288 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -5732583.500000 Penalty: 3490.478516
	Iteration 14Q: 3 clusters Score -5732584 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -5732854.000000 Penalty: 3490.478516
	Iteration 15Q: 3 clusters Score -5732854 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -5733104.500000 Penalty: 3490.478516
	Iteration 16Q: 3 clusters Score -5733104 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -5733358.500000 Penalty: 3490.478516
	Iteration 17Q: 3 clusters Score -5733358 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -5733584.000000 Penalty: 3490.478516
	Iteration 18Q: 3 clusters Score -5733584 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -5733800.000000 Penalty: 3490.478516
	Iteration 19Q: 3 clusters Score -5733800 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -5734004.000000 Penalty: 3490.478516
	Iteration 20F: 3 clusters Score -5734004 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -5734185.500000 Penalty: 3490.478516
	Iteration 21Q: 3 clusters Score -5734186 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -5734384.500000 Penalty: 3490.478516
	Iteration 22Q: 3 clusters Score -5734384 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -5734557.500000 Penalty: 3490.478516
	Iteration 23Q: 3 clusters Score -5734558 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -5734759.500000 Penalty: 3490.478516
	Iteration 24Q: 3 clusters Score -5734760 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -5734923.000000 Penalty: 3490.478516
	Iteration 25Q: 3 clusters Score -5734923 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -5735048.500000 Penalty: 3490.478516
	Iteration 26Q: 3 clusters Score -5735048 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -5735219.000000 Penalty: 3490.478516
	Iteration 27Q: 3 clusters Score -5735219 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -5735398.000000 Penalty: 3490.478516
	Iteration 28Q: 3 clusters Score -5735398 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -5735613.000000 Penalty: 3490.478516
	Iteration 29Q: 3 clusters Score -5735613 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -5735796.000000 Penalty: 3490.478516
	Iteration 30Q: 3 clusters Score -5735796 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -5735974.000000 Penalty: 3490.478516
	Iteration 31Q: 3 clusters Score -5735974 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -5736140.000000 Penalty: 3490.478516
	Iteration 32Q: 3 clusters Score -5736140 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -5736312.500000 Penalty: 3490.478516
	Iteration 33Q: 3 clusters Score -5736312 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -5736456.000000 Penalty: 3490.478516
	Iteration 34Q: 3 clusters Score -5736456 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -5736568.000000 Penalty: 3490.478516
	Iteration 35Q: 3 clusters Score -5736568 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -5736667.000000 Penalty: 3490.478516
	Iteration 36Q: 3 clusters Score -5736667 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -5736756.000000 Penalty: 3490.478516
	Iteration 37Q: 3 clusters Score -5736756 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -5736805.000000 Penalty: 3490.478516
	Iteration 38Q: 3 clusters Score -5736805 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -5736856.000000 Penalty: 3490.478516
	Iteration 39Q: 3 clusters Score -5736856 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -5736928.000000 Penalty: 3490.478516
	Iteration 40F: 3 clusters Score -5736928 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -5736963.000000 Penalty: 3490.478516
	Iteration 41Q: 3 clusters Score -5736963 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -5737037.000000 Penalty: 3490.478516
	Iteration 42Q: 3 clusters Score -5737037 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5737075.000000 Penalty: 3490.478516
	Iteration 43Q: 3 clusters Score -5737075 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -5737126.500000 Penalty: 3490.478516
	Iteration 44Q: 3 clusters Score -5737126 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -5737152.500000 Penalty: 3490.478516
	Iteration 45Q: 3 clusters Score -5737152 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -5737184.500000 Penalty: 3490.478516
	Iteration 46Q: 3 clusters Score -5737184 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -5737221.000000 Penalty: 3490.478516
	Iteration 47Q: 3 clusters Score -5737221 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5737257.500000 Penalty: 3490.478516
	Iteration 48Q: 3 clusters Score -5737258 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5737294.500000 Penalty: 3490.478516
	Iteration 49Q: 3 clusters Score -5737294 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -5737323.500000 Penalty: 3490.478516
	Iteration 50Q: 3 clusters Score -5737324 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5737358.500000 Penalty: 3490.478516
	Iteration 51Q: 3 clusters Score -5737358 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5737376.500000 Penalty: 3490.478516
	Iteration 52Q: 3 clusters Score -5737376 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -5737397.000000 Penalty: 3490.478516
	Iteration 53Q: 3 clusters Score -5737397 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5737421.000000 Penalty: 3490.478516
	Iteration 54Q: 3 clusters Score -5737421 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5737436.500000 Penalty: 3490.478516
	Iteration 55Q: 3 clusters Score -5737436 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5737440.500000 Penalty: 3490.478516
	Iteration 56Q: 3 clusters Score -5737440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5737456.500000 Penalty: 3490.478516
	Iteration 57Q: 3 clusters Score -5737456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5737464.500000 Penalty: 3490.478516
	Iteration 58Q: 3 clusters Score -5737464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5737473.000000 Penalty: 3490.478516
	Iteration 59Q: 3 clusters Score -5737473 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5737478.500000 Penalty: 3490.478516
	Iteration 60F: 3 clusters Score -5737478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5737492.000000 Penalty: 3490.478516
	Iteration 61Q: 3 clusters Score -5737492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5737487.500000 Penalty: 3490.478516
	Iteration 62Q: 3 clusters Score -5737488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5737494.500000 Penalty: 3490.478516
	Iteration 63Q: 3 clusters Score -5737494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5737490.000000 Penalty: 3490.478516
	Iteration 64Q: 3 clusters Score -5737490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5737490.000000 Penalty: 3490.478516
	Iteration 65Q: 3 clusters Score -5737490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5737497.500000 Penalty: 3490.478516
	Iteration 66Q: 3 clusters Score -5737498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5737505.000000 Penalty: 3490.478516
	Iteration 67Q: 3 clusters Score -5737505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5737507.000000 Penalty: 3490.478516
	Iteration 68Q: 3 clusters Score -5737507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5737509.500000 Penalty: 3490.478516
	Iteration 69Q: 3 clusters Score -5737510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5737511.500000 Penalty: 3490.478516
	Iteration 70Q: 3 clusters Score -5737512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5737508.500000 Penalty: 3490.478516
	Iteration 71Q: 3 clusters Score -5737508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5737507.500000 Penalty: 3490.478516
	Iteration 72Q: 3 clusters Score -5737508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5737506.000000 Penalty: 3490.478516
	Iteration 73Q: 3 clusters Score -5737506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5737510.000000 Penalty: 3490.478516
	Iteration 74Q: 3 clusters Score -5737510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5737507.000000 Penalty: 3490.478516
	Iteration 75Q: 3 clusters Score -5737507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5737512.000000 Penalty: 3490.478516
	Iteration 76Q: 3 clusters Score -5737512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5737520.000000 Penalty: 3490.478516
	Iteration 77Q: 3 clusters Score -5737520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5737522.500000 Penalty: 3490.478516
	Iteration 78Q: 3 clusters Score -5737522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5737519.000000 Penalty: 3490.478516
	Iteration 79Q: 3 clusters Score -5737519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5737518.000000 Penalty: 3490.478516
	Iteration 80F: 3 clusters Score -5737518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5737517.000000 Penalty: 3490.478516
	Iteration 81Q: 3 clusters Score -5737517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5737521.000000 Penalty: 3490.478516
	Iteration 82Q: 3 clusters Score -5737521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5737524.000000 Penalty: 3490.478516
	Iteration 83Q: 3 clusters Score -5737524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5737520.500000 Penalty: 3490.478516
	Iteration 84Q: 3 clusters Score -5737520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5737522.000000 Penalty: 3490.478516
	Iteration 85Q: 3 clusters Score -5737522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5737518.500000 Penalty: 3490.478516
	Iteration 86Q: 3 clusters Score -5737518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5737515.500000 Penalty: 3490.478516
	Iteration 87Q: 3 clusters Score -5737516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5737518.500000 Penalty: 3490.478516
	Iteration 88Q: 3 clusters Score -5737518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5737519.000000 Penalty: 3490.478516
	Iteration 89Q: 3 clusters Score -5737519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5737514.500000 Penalty: 3490.478516
	Iteration 90Q: 3 clusters Score -5737514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5737514.500000 Penalty: 3490.478516
	Iteration 91F: 3 clusters Score -5737514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Entering Unmasked Estep 
Score: -570425.562500 Penalty: 1378.993774
	Iteration 0F: 2 clusters Score -570425.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -566576.687500 Penalty: 2757.987549
	Iteration 0F: 3 clusters Score -566576.7 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -567653.812500 Penalty: 2757.987549
	Iteration 1F: 3 clusters Score -567653.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -567905.750000 Penalty: 2757.987549
	Iteration 2F: 3 clusters Score -567905.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -568122.250000 Penalty: 2757.987549
	Iteration 3F: 3 clusters Score -568122.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -568316.625000 Penalty: 2757.987549
	Iteration 4F: 3 clusters Score -568316.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -568500.562500 Penalty: 2757.987549
	Iteration 5F: 3 clusters Score -568500.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -568693.250000 Penalty: 2757.987549
	Iteration 6F: 3 clusters Score -568693.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -568870.125000 Penalty: 2757.987549
	Iteration 7Q: 3 clusters Score -568870.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -569046.625000 Penalty: 2757.987549
	Iteration 8Q: 3 clusters Score -569046.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -569197.312500 Penalty: 2757.987549
	Iteration 9Q: 3 clusters Score -569197.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -569326.500000 Penalty: 2757.987549
	Iteration 10Q: 3 clusters Score -569326.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -569423.687500 Penalty: 2757.987549
	Iteration 11Q: 3 clusters Score -569423.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -569495.562500 Penalty: 2757.987549
	Iteration 12Q: 3 clusters Score -569495.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -569527.187500 Penalty: 2757.987549
	Iteration 13Q: 3 clusters Score -569527.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -569543.687500 Penalty: 2757.987549
	Iteration 14Q: 3 clusters Score -569543.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -569551.562500 Penalty: 2757.987549
	Iteration 15Q: 3 clusters Score -569551.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -569554.875000 Penalty: 2757.987549
	Iteration 16Q: 3 clusters Score -569554.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -569557.125000 Penalty: 2757.987549
	Iteration 17Q: 3 clusters Score -569557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -569557.250000 Penalty: 2757.987549
	Iteration 18Q: 3 clusters Score -569557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -569557.375000 Penalty: 2757.987549
	Iteration 19Q: 3 clusters Score -569557.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -569557.375000 Penalty: 2757.987549
	Iteration 20F: 3 clusters Score -569557.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Entering Unmasked Estep 
Score: -8796781.000000 Penalty: 1814.259155
	Iteration 0F: 2 clusters Score -8796781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -8750890.000000 Penalty: 3628.518311
	Iteration 0F: 3 clusters Score -8750890 nChanged 33526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -8770540.000000 Penalty: 3628.518311
	Iteration 1F: 3 clusters Score -8770540 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -8771806.000000 Penalty: 3628.518311
	Iteration 2Q: 3 clusters Score -8771806 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -8773548.000000 Penalty: 3628.518311
	Iteration 3F: 3 clusters Score -8773548 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -8775994.000000 Penalty: 3628.518311
	Iteration 4F: 3 clusters Score -8775994 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -8779330.000000 Penalty: 3628.518311
	Iteration 5F: 3 clusters Score -8779330 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -8783223.000000 Penalty: 3628.518311
	Iteration 6F: 3 clusters Score -8783223 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -8786235.000000 Penalty: 3628.518311
	Iteration 7F: 3 clusters Score -8786235 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -8787574.000000 Penalty: 3628.518311
	Iteration 8Q: 3 clusters Score -8787574 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -8788155.000000 Penalty: 3628.518311
	Iteration 9Q: 3 clusters Score -8788155 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -8788526.000000 Penalty: 3628.518311
	Iteration 10Q: 3 clusters Score -8788526 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -8788872.000000 Penalty: 3628.518311
	Iteration 11Q: 3 clusters Score -8788872 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -8789232.000000 Penalty: 3628.518311
	Iteration 12Q: 3 clusters Score -8789232 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -8789529.000000 Penalty: 3628.518311
	Iteration 13Q: 3 clusters Score -8789529 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -8789787.000000 Penalty: 3628.518311
	Iteration 14Q: 3 clusters Score -8789787 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -8790135.000000 Penalty: 3628.518311
	Iteration 15Q: 3 clusters Score -8790135 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -8790423.000000 Penalty: 3628.518311
	Iteration 16Q: 3 clusters Score -8790423 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -8790748.000000 Penalty: 3628.518311
	Iteration 17Q: 3 clusters Score -8790748 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -8791087.000000 Penalty: 3628.518311
	Iteration 18Q: 3 clusters Score -8791087 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -8791437.000000 Penalty: 3628.518311
	Iteration 19Q: 3 clusters Score -8791437 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -8791759.000000 Penalty: 3628.518311
	Iteration 20F: 3 clusters Score -8791759 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -8792132.000000 Penalty: 3628.518311
	Iteration 21Q: 3 clusters Score -8792132 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -8792541.000000 Penalty: 3628.518311
	Iteration 22Q: 3 clusters Score -8792541 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -8792992.000000 Penalty: 3628.518311
	Iteration 23Q: 3 clusters Score -8792992 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -8793421.000000 Penalty: 3628.518311
	Iteration 24Q: 3 clusters Score -8793421 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65236 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -8793817.000000 Penalty: 3628.518311
	Iteration 25Q: 3 clusters Score -8793817 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -8794108.000000 Penalty: 3628.518311
	Iteration 26Q: 3 clusters Score -8794108 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66621 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -8794391.000000 Penalty: 3628.518311
	Iteration 27Q: 3 clusters Score -8794391 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67174 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -8794598.000000 Penalty: 3628.518311
	Iteration 28Q: 3 clusters Score -8794598 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67611 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -8794790.000000 Penalty: 3628.518311
	Iteration 29Q: 3 clusters Score -8794790 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67968 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -8794893.000000 Penalty: 3628.518311
	Iteration 30Q: 3 clusters Score -8794893 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8795022.000000 Penalty: 3628.518311
	Iteration 31Q: 3 clusters Score -8795022 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8795089.000000 Penalty: 3628.518311
	Iteration 32Q: 3 clusters Score -8795089 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8795188.000000 Penalty: 3628.518311
	Iteration 33Q: 3 clusters Score -8795188 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8795243.000000 Penalty: 3628.518311
	Iteration 34Q: 3 clusters Score -8795243 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8795297.000000 Penalty: 3628.518311
	Iteration 35Q: 3 clusters Score -8795297 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8795332.000000 Penalty: 3628.518311
	Iteration 36Q: 3 clusters Score -8795332 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69349 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8795361.000000 Penalty: 3628.518311
	Iteration 37Q: 3 clusters Score -8795361 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69432 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8795374.000000 Penalty: 3628.518311
	Iteration 38Q: 3 clusters Score -8795374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69505 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8795350.000000 Penalty: 3628.518311
	Iteration 39Q: 3 clusters Score -8795350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8795380.000000 Penalty: 3628.518311
	Iteration 40F: 3 clusters Score -8795380 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69619 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8795384.000000 Penalty: 3628.518311
	Iteration 41Q: 3 clusters Score -8795384 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8795390.000000 Penalty: 3628.518311
	Iteration 42Q: 3 clusters Score -8795390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69704 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8795394.000000 Penalty: 3628.518311
	Iteration 43Q: 3 clusters Score -8795394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69729 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8795401.000000 Penalty: 3628.518311
	Iteration 44Q: 3 clusters Score -8795401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8795418.000000 Penalty: 3628.518311
	Iteration 45Q: 3 clusters Score -8795418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69774 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8795421.000000 Penalty: 3628.518311
	Iteration 46Q: 3 clusters Score -8795421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8795430.000000 Penalty: 3628.518311
	Iteration 47Q: 3 clusters Score -8795430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8795422.000000 Penalty: 3628.518311
	Iteration 48Q: 3 clusters Score -8795422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8795417.000000 Penalty: 3628.518311
	Iteration 49Q: 3 clusters Score -8795417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69823 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8795422.000000 Penalty: 3628.518311
	Iteration 50Q: 3 clusters Score -8795422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8795428.000000 Penalty: 3628.518311
	Iteration 51Q: 3 clusters Score -8795428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8795430.000000 Penalty: 3628.518311
	Iteration 52Q: 3 clusters Score -8795430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69849 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8795421.000000 Penalty: 3628.518311
	Iteration 53Q: 3 clusters Score -8795421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69857 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8795422.000000 Penalty: 3628.518311
	Iteration 54Q: 3 clusters Score -8795422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8795422.000000 Penalty: 3628.518311
	Iteration 55Q: 3 clusters Score -8795422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69866 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8795428.000000 Penalty: 3628.518311
	Iteration 56Q: 3 clusters Score -8795428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8795433.000000 Penalty: 3628.518311
	Iteration 57Q: 3 clusters Score -8795433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69873 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8795440.000000 Penalty: 3628.518311
	Iteration 58Q: 3 clusters Score -8795440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8795439.000000 Penalty: 3628.518311
	Iteration 59Q: 3 clusters Score -8795439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69881 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8795445.000000 Penalty: 3628.518311
	Iteration 60F: 3 clusters Score -8795445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69882 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8795440.000000 Penalty: 3628.518311
	Iteration 61Q: 3 clusters Score -8795440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69881 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8795437.000000 Penalty: 3628.518311
	Iteration 62Q: 3 clusters Score -8795437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69882 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8795440.000000 Penalty: 3628.518311
	Iteration 63Q: 3 clusters Score -8795440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69882 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8795440.000000 Penalty: 3628.518311
	Iteration 64F: 3 clusters Score -8795440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (96247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96247 members 
Entering Unmasked Estep 
Score: -11911619.000000 Penalty: 1864.634399
	Iteration 0F: 2 clusters Score -1.191162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -11849986.000000 Penalty: 3729.268799
	Iteration 0F: 3 clusters Score -1.184999e+07 nChanged 45825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -11876461.000000 Penalty: 3729.268799
	Iteration 1F: 3 clusters Score -1.187646e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -11876911.000000 Penalty: 3729.268799
	Iteration 2Q: 3 clusters Score -1.187691e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -11877293.000000 Penalty: 3729.268799
	Iteration 3Q: 3 clusters Score -1.187729e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -11877655.000000 Penalty: 3729.268799
	Iteration 4Q: 3 clusters Score -1.187766e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -11878038.000000 Penalty: 3729.268799
	Iteration 5Q: 3 clusters Score -1.187804e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -11878581.000000 Penalty: 3729.268799
	Iteration 6Q: 3 clusters Score -1.187858e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -11879337.000000 Penalty: 3729.268799
	Iteration 7Q: 3 clusters Score -1.187934e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -11880409.000000 Penalty: 3729.268799
	Iteration 8Q: 3 clusters Score -1.188041e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -11882156.000000 Penalty: 3729.268799
	Iteration 9Q: 3 clusters Score -1.188216e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -11885236.000000 Penalty: 3729.268799
	Iteration 10F: 3 clusters Score -1.188524e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -11890134.000000 Penalty: 3729.268799
	Iteration 11F: 3 clusters Score -1.189013e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -11895568.000000 Penalty: 3729.268799
	Iteration 12F: 3 clusters Score -1.189557e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -11899519.000000 Penalty: 3729.268799
	Iteration 13F: 3 clusters Score -1.189952e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -11901403.000000 Penalty: 3729.268799
	Iteration 14Q: 3 clusters Score -1.19014e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -11902335.000000 Penalty: 3729.268799
	Iteration 15Q: 3 clusters Score -1.190234e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -11903110.000000 Penalty: 3729.268799
	Iteration 16Q: 3 clusters Score -1.190311e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 63713 members 
Entering Unmasked Estep 
Score: -11903868.000000 Penalty: 3729.268799
	Iteration 17Q: 3 clusters Score -1.190387e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 65590 members 
Entering Unmasked Estep 
Score: -11904599.000000 Penalty: 3729.268799
	Iteration 18Q: 3 clusters Score -1.19046e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 67360 members 
Entering Unmasked Estep 
Score: -11905238.000000 Penalty: 3729.268799
	Iteration 19Q: 3 clusters Score -1.190524e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 68984 members 
Entering Unmasked Estep 
Score: -11905810.000000 Penalty: 3729.268799
	Iteration 20F: 3 clusters Score -1.190581e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -11906309.000000 Penalty: 3729.268799
	Iteration 21Q: 3 clusters Score -1.190631e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 71965 members 
Entering Unmasked Estep 
Score: -11906780.000000 Penalty: 3729.268799
	Iteration 22Q: 3 clusters Score -1.190678e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
Score: -11907178.000000 Penalty: 3729.268799
	Iteration 23Q: 3 clusters Score -1.190718e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 74576 members 
Entering Unmasked Estep 
Score: -11907433.000000 Penalty: 3729.268799
	Iteration 24Q: 3 clusters Score -1.190743e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 75697 members 
Entering Unmasked Estep 
Score: -11907567.000000 Penalty: 3729.268799
	Iteration 25Q: 3 clusters Score -1.190757e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 76676 members 
Entering Unmasked Estep 
Score: -11907770.000000 Penalty: 3729.268799
	Iteration 26Q: 3 clusters Score -1.190777e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -11907908.000000 Penalty: 3729.268799
	Iteration 27Q: 3 clusters Score -1.190791e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 78504 members 
Entering Unmasked Estep 
Score: -11908067.000000 Penalty: 3729.268799
	Iteration 28Q: 3 clusters Score -1.190807e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -11908162.000000 Penalty: 3729.268799
	Iteration 29Q: 3 clusters Score -1.190816e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 80126 members 
Entering Unmasked Estep 
Score: -11908304.000000 Penalty: 3729.268799
	Iteration 30Q: 3 clusters Score -1.19083e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 80847 members 
Entering Unmasked Estep 
Score: -11908360.000000 Penalty: 3729.268799
	Iteration 31Q: 3 clusters Score -1.190836e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 81532 members 
Entering Unmasked Estep 
Score: -11908464.000000 Penalty: 3729.268799
	Iteration 32Q: 3 clusters Score -1.190846e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 82215 members 
Entering Unmasked Estep 
Score: -11908459.000000 Penalty: 3729.268799
	Iteration 33Q: 3 clusters Score -1.190846e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 82874 members 
Entering Unmasked Estep 
Score: -11908510.000000 Penalty: 3729.268799
	Iteration 34Q: 3 clusters Score -1.190851e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 83501 members 
Entering Unmasked Estep 
Score: -11908560.000000 Penalty: 3729.268799
	Iteration 35Q: 3 clusters Score -1.190856e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 84110 members 
Entering Unmasked Estep 
Score: -11908570.000000 Penalty: 3729.268799
	Iteration 36Q: 3 clusters Score -1.190857e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -11908585.000000 Penalty: 3729.268799
	Iteration 37Q: 3 clusters Score -1.190858e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 85186 members 
Entering Unmasked Estep 
Score: -11908652.000000 Penalty: 3729.268799
	Iteration 38Q: 3 clusters Score -1.190865e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 85703 members 
Entering Unmasked Estep 
Score: -11908613.000000 Penalty: 3729.268799
	Iteration 39Q: 3 clusters Score -1.190861e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 86197 members 
Entering Unmasked Estep 
Score: -11908604.000000 Penalty: 3729.268799
	Iteration 40F: 3 clusters Score -1.19086e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 86647 members 
Entering Unmasked Estep 
Score: -11908582.000000 Penalty: 3729.268799
	Iteration 41Q: 3 clusters Score -1.190858e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 87076 members 
Entering Unmasked Estep 
Score: -11908634.000000 Penalty: 3729.268799
	Iteration 42Q: 3 clusters Score -1.190863e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -11908698.000000 Penalty: 3729.268799
	Iteration 43Q: 3 clusters Score -1.19087e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 87937 members 
Entering Unmasked Estep 
Score: -11908730.000000 Penalty: 3729.268799
	Iteration 44Q: 3 clusters Score -1.190873e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -11908986.000000 Penalty: 3729.268799
	Iteration 45Q: 3 clusters Score -1.190899e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 88740 members 
Entering Unmasked Estep 
Score: -11909262.000000 Penalty: 3729.268799
	Iteration 46Q: 3 clusters Score -1.190926e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 89102 members 
Entering Unmasked Estep 
Score: -11909542.000000 Penalty: 3729.268799
	Iteration 47Q: 3 clusters Score -1.190954e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 89421 members 
Entering Unmasked Estep 
Score: -11909751.000000 Penalty: 3729.268799
	Iteration 48Q: 3 clusters Score -1.190975e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 89725 members 
Entering Unmasked Estep 
Score: -11909847.000000 Penalty: 3729.268799
	Iteration 49Q: 3 clusters Score -1.190985e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 89997 members 
Entering Unmasked Estep 
Score: -11909935.000000 Penalty: 3729.268799
	Iteration 50Q: 3 clusters Score -1.190994e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 90267 members 
Entering Unmasked Estep 
Score: -11910029.000000 Penalty: 3729.268799
	Iteration 51Q: 3 clusters Score -1.191003e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -11910123.000000 Penalty: 3729.268799
	Iteration 52Q: 3 clusters Score -1.191012e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -11910197.000000 Penalty: 3729.268799
	Iteration 53Q: 3 clusters Score -1.19102e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 90972 members 
Entering Unmasked Estep 
Score: -11910280.000000 Penalty: 3729.268799
	Iteration 54Q: 3 clusters Score -1.191028e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 91190 members 
Entering Unmasked Estep 
Score: -11910416.000000 Penalty: 3729.268799
	Iteration 55Q: 3 clusters Score -1.191042e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 91401 members 
Entering Unmasked Estep 
Score: -11910504.000000 Penalty: 3729.268799
	Iteration 56Q: 3 clusters Score -1.19105e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 91598 members 
Entering Unmasked Estep 
Score: -11910588.000000 Penalty: 3729.268799
	Iteration 57Q: 3 clusters Score -1.191059e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 91785 members 
Entering Unmasked Estep 
Score: -11910615.000000 Penalty: 3729.268799
	Iteration 58Q: 3 clusters Score -1.191062e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 91946 members 
Entering Unmasked Estep 
Score: -11910658.000000 Penalty: 3729.268799
	Iteration 59Q: 3 clusters Score -1.191066e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 92120 members 
Entering Unmasked Estep 
Score: -11910756.000000 Penalty: 3729.268799
	Iteration 60F: 3 clusters Score -1.191076e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 92272 members 
Entering Unmasked Estep 
Score: -11910795.000000 Penalty: 3729.268799
	Iteration 61Q: 3 clusters Score -1.19108e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 92416 members 
Entering Unmasked Estep 
Score: -11910828.000000 Penalty: 3729.268799
	Iteration 62Q: 3 clusters Score -1.191083e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 92550 members 
Entering Unmasked Estep 
Score: -11910857.000000 Penalty: 3729.268799
	Iteration 63Q: 3 clusters Score -1.191086e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 92672 members 
Entering Unmasked Estep 
Score: -11910887.000000 Penalty: 3729.268799
	Iteration 64Q: 3 clusters Score -1.191089e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 92792 members 
Entering Unmasked Estep 
Score: -11910893.000000 Penalty: 3729.268799
	Iteration 65Q: 3 clusters Score -1.191089e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 92908 members 
Entering Unmasked Estep 
Score: -11910888.000000 Penalty: 3729.268799
	Iteration 66Q: 3 clusters Score -1.191089e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 93020 members 
Entering Unmasked Estep 
Score: -11910907.000000 Penalty: 3729.268799
	Iteration 67Q: 3 clusters Score -1.191091e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 93121 members 
Entering Unmasked Estep 
Score: -11910917.000000 Penalty: 3729.268799
	Iteration 68Q: 3 clusters Score -1.191092e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 93208 members 
Entering Unmasked Estep 
Score: -11910902.000000 Penalty: 3729.268799
	Iteration 69Q: 3 clusters Score -1.19109e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 93285 members 
Entering Unmasked Estep 
Score: -11910885.000000 Penalty: 3729.268799
	Iteration 70Q: 3 clusters Score -1.191088e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 93352 members 
Entering Unmasked Estep 
Score: -11910900.000000 Penalty: 3729.268799
	Iteration 71Q: 3 clusters Score -1.19109e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 93420 members 
Entering Unmasked Estep 
Score: -11910879.000000 Penalty: 3729.268799
	Iteration 72Q: 3 clusters Score -1.191088e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 93490 members 
Entering Unmasked Estep 
Score: -11910883.000000 Penalty: 3729.268799
	Iteration 73Q: 3 clusters Score -1.191088e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 93563 members 
Entering Unmasked Estep 
Score: -11910892.000000 Penalty: 3729.268799
	Iteration 74Q: 3 clusters Score -1.191089e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 93636 members 
Entering Unmasked Estep 
Score: -11910864.000000 Penalty: 3729.268799
	Iteration 75Q: 3 clusters Score -1.191086e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 93706 members 
Entering Unmasked Estep 
Score: -11910850.000000 Penalty: 3729.268799
	Iteration 76Q: 3 clusters Score -1.191085e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 93780 members 
Entering Unmasked Estep 
Score: -11910826.000000 Penalty: 3729.268799
	Iteration 77Q: 3 clusters Score -1.191083e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 93866 members 
Entering Unmasked Estep 
Score: -11910824.000000 Penalty: 3729.268799
	Iteration 78Q: 3 clusters Score -1.191082e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 93942 members 
Entering Unmasked Estep 
Score: -11910807.000000 Penalty: 3729.268799
	Iteration 79Q: 3 clusters Score -1.191081e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 94026 members 
Entering Unmasked Estep 
Score: -11910807.000000 Penalty: 3729.268799
	Iteration 80F: 3 clusters Score -1.191081e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 94105 members 
Entering Unmasked Estep 
Score: -11910801.000000 Penalty: 3729.268799
	Iteration 81Q: 3 clusters Score -1.19108e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 94170 members 
Entering Unmasked Estep 
Score: -11910768.000000 Penalty: 3729.268799
	Iteration 82Q: 3 clusters Score -1.191077e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 94239 members 
Entering Unmasked Estep 
Score: -11910734.000000 Penalty: 3729.268799
	Iteration 83Q: 3 clusters Score -1.191073e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 94304 members 
Entering Unmasked Estep 
Score: -11910736.000000 Penalty: 3729.268799
	Iteration 84Q: 3 clusters Score -1.191074e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 94370 members 
Entering Unmasked Estep 
Score: -11910724.000000 Penalty: 3729.268799
	Iteration 85Q: 3 clusters Score -1.191072e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 94435 members 
Entering Unmasked Estep 
Score: -11910737.000000 Penalty: 3729.268799
	Iteration 86Q: 3 clusters Score -1.191074e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 94501 members 
Entering Unmasked Estep 
Score: -11910709.000000 Penalty: 3729.268799
	Iteration 87Q: 3 clusters Score -1.191071e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 94555 members 
Entering Unmasked Estep 
Score: -11910699.000000 Penalty: 3729.268799
	Iteration 88Q: 3 clusters Score -1.19107e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 94615 members 
Entering Unmasked Estep 
Score: -11910680.000000 Penalty: 3729.268799
	Iteration 89Q: 3 clusters Score -1.191068e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 94670 members 
Entering Unmasked Estep 
Score: -11910677.000000 Penalty: 3729.268799
	Iteration 90Q: 3 clusters Score -1.191068e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 94724 members 
Entering Unmasked Estep 
Score: -11910676.000000 Penalty: 3729.268799
	Iteration 91Q: 3 clusters Score -1.191068e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 94781 members 
Entering Unmasked Estep 
Score: -11910680.000000 Penalty: 3729.268799
	Iteration 92Q: 3 clusters Score -1.191068e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 94838 members 
Entering Unmasked Estep 
Score: -11910677.000000 Penalty: 3729.268799
	Iteration 93Q: 3 clusters Score -1.191068e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 94900 members 
Entering Unmasked Estep 
Score: -11910681.000000 Penalty: 3729.268799
	Iteration 94Q: 3 clusters Score -1.191068e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 94956 members 
Entering Unmasked Estep 
Score: -11910682.000000 Penalty: 3729.268799
	Iteration 95Q: 3 clusters Score -1.191068e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 95016 members 
Entering Unmasked Estep 
Score: -11910669.000000 Penalty: 3729.268799
	Iteration 96Q: 3 clusters Score -1.191067e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 95070 members 
Entering Unmasked Estep 
Score: -11910657.000000 Penalty: 3729.268799
	Iteration 97Q: 3 clusters Score -1.191066e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 95127 members 
Entering Unmasked Estep 
Score: -11910649.000000 Penalty: 3729.268799
	Iteration 98Q: 3 clusters Score -1.191065e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 95182 members 
Entering Unmasked Estep 
Score: -11910629.000000 Penalty: 3729.268799
	Iteration 99Q: 3 clusters Score -1.191063e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 95222 members 
Entering Unmasked Estep 
Score: -11910611.000000 Penalty: 3729.268799
	Iteration 100F: 3 clusters Score -1.191061e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 95266 members 
Entering Unmasked Estep 
Score: -11910586.000000 Penalty: 3729.268799
	Iteration 101Q: 3 clusters Score -1.191059e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 95304 members 
Entering Unmasked Estep 
Score: -11910582.000000 Penalty: 3729.268799
	Iteration 102Q: 3 clusters Score -1.191058e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -11910582.000000 Penalty: 3729.268799
	Iteration 103Q: 3 clusters Score -1.191058e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -11910584.000000 Penalty: 3729.268799
	Iteration 104Q: 3 clusters Score -1.191058e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 95381 members 
Entering Unmasked Estep 
Score: -11910578.000000 Penalty: 3729.268799
	Iteration 105Q: 3 clusters Score -1.191058e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 95403 members 
Entering Unmasked Estep 
Score: -11910556.000000 Penalty: 3729.268799
	Iteration 106Q: 3 clusters Score -1.191056e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 95427 members 
Entering Unmasked Estep 
Score: -11910559.000000 Penalty: 3729.268799
	Iteration 107Q: 3 clusters Score -1.191056e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -11910541.000000 Penalty: 3729.268799
	Iteration 108Q: 3 clusters Score -1.191054e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 95476 members 
Entering Unmasked Estep 
Score: -11910534.000000 Penalty: 3729.268799
	Iteration 109Q: 3 clusters Score -1.191053e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -11910518.000000 Penalty: 3729.268799
	Iteration 110Q: 3 clusters Score -1.191052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 95503 members 
Entering Unmasked Estep 
Score: -11910515.000000 Penalty: 3729.268799
	Iteration 111Q: 3 clusters Score -1.191052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 95511 members 
Entering Unmasked Estep 
Score: -11910516.000000 Penalty: 3729.268799
	Iteration 112Q: 3 clusters Score -1.191052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 95519 members 
Entering Unmasked Estep 
Score: -11910504.000000 Penalty: 3729.268799
	Iteration 113Q: 3 clusters Score -1.19105e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 95532 members 
Entering Unmasked Estep 
Score: -11910502.000000 Penalty: 3729.268799
	Iteration 114Q: 3 clusters Score -1.19105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 95542 members 
Entering Unmasked Estep 
Score: -11910508.000000 Penalty: 3729.268799
	Iteration 115Q: 3 clusters Score -1.191051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 95553 members 
Entering Unmasked Estep 
Score: -11910513.000000 Penalty: 3729.268799
	Iteration 116Q: 3 clusters Score -1.191051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 95562 members 
Entering Unmasked Estep 
Score: -11910516.000000 Penalty: 3729.268799
	Iteration 117Q: 3 clusters Score -1.191052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 95570 members 
Entering Unmasked Estep 
Score: -11910531.000000 Penalty: 3729.268799
	Iteration 118Q: 3 clusters Score -1.191053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 95575 members 
Entering Unmasked Estep 
Score: -11910524.000000 Penalty: 3729.268799
	Iteration 119Q: 3 clusters Score -1.191052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 95582 members 
Entering Unmasked Estep 
Score: -11910518.000000 Penalty: 3729.268799
	Iteration 120F: 3 clusters Score -1.191052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -11910510.000000 Penalty: 3729.268799
	Iteration 121Q: 3 clusters Score -1.191051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 95591 members 
Entering Unmasked Estep 
Score: -11910515.000000 Penalty: 3729.268799
	Iteration 122Q: 3 clusters Score -1.191052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 95593 members 
Entering Unmasked Estep 
Score: -11910518.000000 Penalty: 3729.268799
	Iteration 123Q: 3 clusters Score -1.191052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 95602 members 
Entering Unmasked Estep 
Score: -11910524.000000 Penalty: 3729.268799
	Iteration 124Q: 3 clusters Score -1.191052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 95610 members 
Entering Unmasked Estep 
Score: -11910524.000000 Penalty: 3729.268799
	Iteration 125Q: 3 clusters Score -1.191052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 95613 members 
Entering Unmasked Estep 
Score: -11910516.000000 Penalty: 3729.268799
	Iteration 126Q: 3 clusters Score -1.191052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 95615 members 
Entering Unmasked Estep 
Score: -11910516.000000 Penalty: 3729.268799
	Iteration 127Q: 3 clusters Score -1.191052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 95616 members 
Entering Unmasked Estep 
Score: -11910514.000000 Penalty: 3729.268799
	Iteration 128Q: 3 clusters Score -1.191051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 95616 members 
Entering Unmasked Estep 
Score: -11910514.000000 Penalty: 3729.268799
	Iteration 129F: 3 clusters Score -1.191051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 78212 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5774 members 
Mstep: Class 5 contains 57715 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36780 members 
Mstep: Class 9 contains 26699 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 65770 members 
Mstep: Class 12 contains 7925 members 
Mstep: Class 13 contains 55315 members 
Mstep: Class 14 contains 28240 members 
Mstep: Class 15 contains 46163 members 
Mstep: Class 18 contains 4847 members 
Mstep: Class 19 contains 70592 members 
Mstep: Class 21 contains 96247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588952.000000 Penalty: 39018.101562
Iteration 279Q: 19 clusters Score -7.558895e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 78214 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5768 members 
Mstep: Class 5 contains 57716 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36785 members 
Mstep: Class 9 contains 26683 members 
Mstep: Class 10 contains 1998 members 
Mstep: Class 11 contains 65790 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 55325 members 
Mstep: Class 14 contains 28258 members 
Mstep: Class 15 contains 46148 members 
Mstep: Class 18 contains 4847 members 
Mstep: Class 19 contains 70596 members 
Mstep: Class 21 contains 96223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588880.000000 Penalty: 39018.101562
Iteration 280F: 19 clusters Score -7.558888e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 78219 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5767 members 
Mstep: Class 5 contains 57722 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36790 members 
Mstep: Class 9 contains 26669 members 
Mstep: Class 10 contains 1998 members 
Mstep: Class 11 contains 65805 members 
Mstep: Class 12 contains 7935 members 
Mstep: Class 13 contains 55329 members 
Mstep: Class 14 contains 28265 members 
Mstep: Class 15 contains 46136 members 
Mstep: Class 18 contains 4846 members 
Mstep: Class 19 contains 70595 members 
Mstep: Class 21 contains 96201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588888.000000 Penalty: 39018.101562
Iteration 281Q: 19 clusters Score -7.558889e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 78211 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5764 members 
Mstep: Class 5 contains 57732 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36797 members 
Mstep: Class 9 contains 26659 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 65826 members 
Mstep: Class 12 contains 7938 members 
Mstep: Class 13 contains 55327 members 
Mstep: Class 14 contains 28276 members 
Mstep: Class 15 contains 46129 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70592 members 
Mstep: Class 21 contains 96181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588712.000000 Penalty: 39018.101562
Iteration 282Q: 19 clusters Score -7.558871e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 78208 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5763 members 
Mstep: Class 5 contains 57740 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36812 members 
Mstep: Class 9 contains 26653 members 
Mstep: Class 10 contains 1996 members 
Mstep: Class 11 contains 65825 members 
Mstep: Class 12 contains 7940 members 
Mstep: Class 13 contains 55334 members 
Mstep: Class 14 contains 28286 members 
Mstep: Class 15 contains 46125 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70594 members 
Mstep: Class 21 contains 96157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588800.000000 Penalty: 39018.101562
Iteration 283Q: 19 clusters Score -7.55888e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 78209 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 57741 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36835 members 
Mstep: Class 9 contains 26651 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 65820 members 
Mstep: Class 12 contains 7938 members 
Mstep: Class 13 contains 55340 members 
Mstep: Class 14 contains 28299 members 
Mstep: Class 15 contains 46110 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70592 members 
Mstep: Class 21 contains 96133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588752.000000 Penalty: 39018.101562
Iteration 284Q: 19 clusters Score -7.558875e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 78206 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5761 members 
Mstep: Class 5 contains 57729 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36845 members 
Mstep: Class 9 contains 26648 members 
Mstep: Class 10 contains 1999 members 
Mstep: Class 11 contains 65825 members 
Mstep: Class 12 contains 7943 members 
Mstep: Class 13 contains 55340 members 
Mstep: Class 14 contains 28318 members 
Mstep: Class 15 contains 46099 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70592 members 
Mstep: Class 21 contains 96122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588648.000000 Penalty: 39018.101562
Iteration 285Q: 19 clusters Score -7.558865e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 78198 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5761 members 
Mstep: Class 5 contains 57729 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36850 members 
Mstep: Class 9 contains 26642 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 65833 members 
Mstep: Class 12 contains 7945 members 
Mstep: Class 13 contains 55348 members 
Mstep: Class 14 contains 28336 members 
Mstep: Class 15 contains 46091 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70588 members 
Mstep: Class 21 contains 96109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588688.000000 Penalty: 39018.101562
Iteration 286Q: 19 clusters Score -7.558869e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 78192 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 57728 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36859 members 
Mstep: Class 9 contains 26640 members 
Mstep: Class 10 contains 1998 members 
Mstep: Class 11 contains 65827 members 
Mstep: Class 12 contains 7946 members 
Mstep: Class 13 contains 55359 members 
Mstep: Class 14 contains 28350 members 
Mstep: Class 15 contains 46082 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70589 members 
Mstep: Class 21 contains 96101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588744.000000 Penalty: 39018.101562
Iteration 287Q: 19 clusters Score -7.558874e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 78190 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 57729 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36873 members 
Mstep: Class 9 contains 26634 members 
Mstep: Class 10 contains 1998 members 
Mstep: Class 11 contains 65844 members 
Mstep: Class 12 contains 7940 members 
Mstep: Class 13 contains 55366 members 
Mstep: Class 14 contains 28361 members 
Mstep: Class 15 contains 46071 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70591 members 
Mstep: Class 21 contains 96078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588736.000000 Penalty: 39018.101562
Iteration 288Q: 19 clusters Score -7.558874e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 78187 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 57725 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36893 members 
Mstep: Class 9 contains 26633 members 
Mstep: Class 10 contains 1998 members 
Mstep: Class 11 contains 65849 members 
Mstep: Class 12 contains 7936 members 
Mstep: Class 13 contains 55364 members 
Mstep: Class 14 contains 28370 members 
Mstep: Class 15 contains 46061 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70592 members 
Mstep: Class 21 contains 96066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588712.000000 Penalty: 39018.101562
Iteration 289Q: 19 clusters Score -7.558871e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 78190 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 57719 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36905 members 
Mstep: Class 9 contains 26632 members 
Mstep: Class 10 contains 1998 members 
Mstep: Class 11 contains 65851 members 
Mstep: Class 12 contains 7931 members 
Mstep: Class 13 contains 55369 members 
Mstep: Class 14 contains 28377 members 
Mstep: Class 15 contains 46061 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70594 members 
Mstep: Class 21 contains 96045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588776.000000 Penalty: 39018.101562
Iteration 290Q: 19 clusters Score -7.558878e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 78188 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 57715 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36921 members 
Mstep: Class 9 contains 26630 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 65860 members 
Mstep: Class 12 contains 7922 members 
Mstep: Class 13 contains 55369 members 
Mstep: Class 14 contains 28393 members 
Mstep: Class 15 contains 46057 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70588 members 
Mstep: Class 21 contains 96034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588808.000000 Penalty: 39018.101562
Iteration 291Q: 19 clusters Score -7.558881e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 78186 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 57713 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36935 members 
Mstep: Class 9 contains 26630 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 65872 members 
Mstep: Class 12 contains 7920 members 
Mstep: Class 13 contains 55369 members 
Mstep: Class 14 contains 28408 members 
Mstep: Class 15 contains 46048 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70588 members 
Mstep: Class 21 contains 96010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588808.000000 Penalty: 39018.101562
Iteration 292Q: 19 clusters Score -7.558881e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 78178 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 57718 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36949 members 
Mstep: Class 9 contains 26627 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 65881 members 
Mstep: Class 12 contains 7913 members 
Mstep: Class 13 contains 55370 members 
Mstep: Class 14 contains 28423 members 
Mstep: Class 15 contains 46045 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70587 members 
Mstep: Class 21 contains 95989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588808.000000 Penalty: 39018.101562
Iteration 293Q: 19 clusters Score -7.558881e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 78180 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5763 members 
Mstep: Class 5 contains 57715 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36958 members 
Mstep: Class 9 contains 26624 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 65888 members 
Mstep: Class 12 contains 7911 members 
Mstep: Class 13 contains 55366 members 
Mstep: Class 14 contains 28439 members 
Mstep: Class 15 contains 46040 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70581 members 
Mstep: Class 21 contains 95979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588800.000000 Penalty: 39018.101562
Iteration 294Q: 19 clusters Score -7.55888e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 78178 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5766 members 
Mstep: Class 5 contains 57715 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36962 members 
Mstep: Class 9 contains 26623 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 65893 members 
Mstep: Class 12 contains 7906 members 
Mstep: Class 13 contains 55360 members 
Mstep: Class 14 contains 28451 members 
Mstep: Class 15 contains 46035 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70581 members 
Mstep: Class 21 contains 95982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588800.000000 Penalty: 39018.101562
Iteration 295Q: 19 clusters Score -7.55888e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 78181 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5767 members 
Mstep: Class 5 contains 57720 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36966 members 
Mstep: Class 9 contains 26623 members 
Mstep: Class 10 contains 1997 members 
Mstep: Class 11 contains 65891 members 
Mstep: Class 12 contains 7902 members 
Mstep: Class 13 contains 55360 members 
Mstep: Class 14 contains 28457 members 
Mstep: Class 15 contains 46029 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70575 members 
Mstep: Class 21 contains 95983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588784.000000 Penalty: 39018.101562
Iteration 296Q: 19 clusters Score -7.558878e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 78177 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5768 members 
Mstep: Class 5 contains 57728 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36972 members 
Mstep: Class 9 contains 26621 members 
Mstep: Class 10 contains 1996 members 
Mstep: Class 11 contains 65888 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 55351 members 
Mstep: Class 14 contains 28464 members 
Mstep: Class 15 contains 46024 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70573 members 
Mstep: Class 21 contains 95985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588856.000000 Penalty: 39018.101562
Iteration 297Q: 19 clusters Score -7.558886e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 78173 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5767 members 
Mstep: Class 5 contains 57725 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36980 members 
Mstep: Class 9 contains 26621 members 
Mstep: Class 10 contains 1996 members 
Mstep: Class 11 contains 65889 members 
Mstep: Class 12 contains 7903 members 
Mstep: Class 13 contains 55351 members 
Mstep: Class 14 contains 28476 members 
Mstep: Class 15 contains 46022 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70571 members 
Mstep: Class 21 contains 95976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588880.000000 Penalty: 39018.101562
Iteration 298Q: 19 clusters Score -7.558888e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 78171 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5767 members 
Mstep: Class 5 contains 57728 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36986 members 
Mstep: Class 9 contains 26620 members 
Mstep: Class 10 contains 1995 members 
Mstep: Class 11 contains 65897 members 
Mstep: Class 12 contains 7902 members 
Mstep: Class 13 contains 55345 members 
Mstep: Class 14 contains 28488 members 
Mstep: Class 15 contains 46020 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70567 members 
Mstep: Class 21 contains 95964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588944.000000 Penalty: 39018.101562
Iteration 299Q: 19 clusters Score -7.558894e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 78168 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5765 members 
Mstep: Class 5 contains 57732 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36989 members 
Mstep: Class 9 contains 26616 members 
Mstep: Class 10 contains 1995 members 
Mstep: Class 11 contains 65905 members 
Mstep: Class 12 contains 7898 members 
Mstep: Class 13 contains 55341 members 
Mstep: Class 14 contains 28504 members 
Mstep: Class 15 contains 46019 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70567 members 
Mstep: Class 21 contains 95955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588904.000000 Penalty: 39018.101562
Iteration 300F: 19 clusters Score -7.55889e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 78164 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5764 members 
Mstep: Class 5 contains 57741 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 36993 members 
Mstep: Class 9 contains 26610 members 
Mstep: Class 10 contains 1995 members 
Mstep: Class 11 contains 65914 members 
Mstep: Class 12 contains 7893 members 
Mstep: Class 13 contains 55339 members 
Mstep: Class 14 contains 28512 members 
Mstep: Class 15 contains 46018 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70564 members 
Mstep: Class 21 contains 95948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588928.000000 Penalty: 39018.101562
Iteration 301Q: 19 clusters Score -7.558893e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 78159 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5764 members 
Mstep: Class 5 contains 57745 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37002 members 
Mstep: Class 9 contains 26609 members 
Mstep: Class 10 contains 1995 members 
Mstep: Class 11 contains 65921 members 
Mstep: Class 12 contains 7891 members 
Mstep: Class 13 contains 55331 members 
Mstep: Class 14 contains 28518 members 
Mstep: Class 15 contains 46017 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70560 members 
Mstep: Class 21 contains 95942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588896.000000 Penalty: 39018.101562
Iteration 302Q: 19 clusters Score -7.55889e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 78157 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5763 members 
Mstep: Class 5 contains 57746 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37008 members 
Mstep: Class 9 contains 26607 members 
Mstep: Class 10 contains 1995 members 
Mstep: Class 11 contains 65926 members 
Mstep: Class 12 contains 7889 members 
Mstep: Class 13 contains 55331 members 
Mstep: Class 14 contains 28520 members 
Mstep: Class 15 contains 46014 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70563 members 
Mstep: Class 21 contains 95936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588920.000000 Penalty: 39018.101562
Iteration 303Q: 19 clusters Score -7.558892e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 78153 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 57750 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37012 members 
Mstep: Class 9 contains 26606 members 
Mstep: Class 10 contains 1995 members 
Mstep: Class 11 contains 65929 members 
Mstep: Class 12 contains 7892 members 
Mstep: Class 13 contains 55325 members 
Mstep: Class 14 contains 28522 members 
Mstep: Class 15 contains 46011 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70565 members 
Mstep: Class 21 contains 95931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588952.000000 Penalty: 39018.101562
Iteration 304Q: 19 clusters Score -7.558895e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 78153 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 57756 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37018 members 
Mstep: Class 9 contains 26604 members 
Mstep: Class 10 contains 1994 members 
Mstep: Class 11 contains 65932 members 
Mstep: Class 12 contains 7891 members 
Mstep: Class 13 contains 55320 members 
Mstep: Class 14 contains 28525 members 
Mstep: Class 15 contains 46009 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70564 members 
Mstep: Class 21 contains 95924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588984.000000 Penalty: 39018.101562
Iteration 305Q: 19 clusters Score -7.558898e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 78156 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 57763 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37023 members 
Mstep: Class 9 contains 26604 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 65927 members 
Mstep: Class 12 contains 7889 members 
Mstep: Class 13 contains 55315 members 
Mstep: Class 14 contains 28529 members 
Mstep: Class 15 contains 46006 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70561 members 
Mstep: Class 21 contains 95923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588944.000000 Penalty: 39018.101562
Iteration 306Q: 19 clusters Score -7.558894e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 78154 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 57765 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37027 members 
Mstep: Class 9 contains 26604 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 65925 members 
Mstep: Class 12 contains 7889 members 
Mstep: Class 13 contains 55316 members 
Mstep: Class 14 contains 28531 members 
Mstep: Class 15 contains 46006 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70563 members 
Mstep: Class 21 contains 95918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588912.000000 Penalty: 39018.101562
Iteration 307Q: 19 clusters Score -7.558891e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 78154 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 57770 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37032 members 
Mstep: Class 9 contains 26604 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 65926 members 
Mstep: Class 12 contains 7890 members 
Mstep: Class 13 contains 55313 members 
Mstep: Class 14 contains 28530 members 
Mstep: Class 15 contains 46004 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70563 members 
Mstep: Class 21 contains 95912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588896.000000 Penalty: 39018.101562
Iteration 308Q: 19 clusters Score -7.55889e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 78155 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 57767 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37038 members 
Mstep: Class 9 contains 26602 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 65936 members 
Mstep: Class 12 contains 7891 members 
Mstep: Class 13 contains 55310 members 
Mstep: Class 14 contains 28530 members 
Mstep: Class 15 contains 46003 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70562 members 
Mstep: Class 21 contains 95904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588840.000000 Penalty: 39018.101562
Iteration 309Q: 19 clusters Score -7.558884e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 78157 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 57765 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37041 members 
Mstep: Class 9 contains 26600 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 65950 members 
Mstep: Class 12 contains 7891 members 
Mstep: Class 13 contains 55307 members 
Mstep: Class 14 contains 28529 members 
Mstep: Class 15 contains 45995 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70564 members 
Mstep: Class 21 contains 95903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588928.000000 Penalty: 39018.101562
Iteration 310Q: 19 clusters Score -7.558893e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 78158 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5761 members 
Mstep: Class 5 contains 57772 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37046 members 
Mstep: Class 9 contains 26601 members 
Mstep: Class 10 contains 1989 members 
Mstep: Class 11 contains 65957 members 
Mstep: Class 12 contains 7891 members 
Mstep: Class 13 contains 55302 members 
Mstep: Class 14 contains 28527 members 
Mstep: Class 15 contains 45983 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70566 members 
Mstep: Class 21 contains 95904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588864.000000 Penalty: 39018.101562
Iteration 311Q: 19 clusters Score -7.558886e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 78161 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5760 members 
Mstep: Class 5 contains 57770 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37052 members 
Mstep: Class 9 contains 26601 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 65962 members 
Mstep: Class 12 contains 7889 members 
Mstep: Class 13 contains 55300 members 
Mstep: Class 14 contains 28530 members 
Mstep: Class 15 contains 45977 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70569 members 
Mstep: Class 21 contains 95898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588880.000000 Penalty: 39018.101562
Iteration 312Q: 19 clusters Score -7.558888e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 78159 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5760 members 
Mstep: Class 5 contains 57771 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37054 members 
Mstep: Class 9 contains 26600 members 
Mstep: Class 10 contains 1995 members 
Mstep: Class 11 contains 65972 members 
Mstep: Class 12 contains 7888 members 
Mstep: Class 13 contains 55299 members 
Mstep: Class 14 contains 28532 members 
Mstep: Class 15 contains 45971 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70568 members 
Mstep: Class 21 contains 95893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588880.000000 Penalty: 39018.101562
Iteration 313Q: 19 clusters Score -7.558888e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 78158 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5758 members 
Mstep: Class 5 contains 57769 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37054 members 
Mstep: Class 9 contains 26602 members 
Mstep: Class 10 contains 1996 members 
Mstep: Class 11 contains 65985 members 
Mstep: Class 12 contains 7890 members 
Mstep: Class 13 contains 55298 members 
Mstep: Class 14 contains 28535 members 
Mstep: Class 15 contains 45965 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70567 members 
Mstep: Class 21 contains 95885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588936.000000 Penalty: 39018.101562
Iteration 314Q: 19 clusters Score -7.558894e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 78158 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57771 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37053 members 
Mstep: Class 9 contains 26601 members 
Mstep: Class 10 contains 1994 members 
Mstep: Class 11 contains 65994 members 
Mstep: Class 12 contains 7891 members 
Mstep: Class 13 contains 55295 members 
Mstep: Class 14 contains 28540 members 
Mstep: Class 15 contains 45962 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70562 members 
Mstep: Class 21 contains 95883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588952.000000 Penalty: 39018.101562
Iteration 315Q: 19 clusters Score -7.558895e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 78157 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5753 members 
Mstep: Class 5 contains 57773 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37051 members 
Mstep: Class 9 contains 26601 members 
Mstep: Class 10 contains 1994 members 
Mstep: Class 11 contains 65999 members 
Mstep: Class 12 contains 7894 members 
Mstep: Class 13 contains 55295 members 
Mstep: Class 14 contains 28542 members 
Mstep: Class 15 contains 45962 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70558 members 
Mstep: Class 21 contains 95879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588848.000000 Penalty: 39018.101562
Iteration 316Q: 19 clusters Score -7.558885e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 78162 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5751 members 
Mstep: Class 5 contains 57774 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37053 members 
Mstep: Class 9 contains 26601 members 
Mstep: Class 10 contains 1994 members 
Mstep: Class 11 contains 65999 members 
Mstep: Class 12 contains 7897 members 
Mstep: Class 13 contains 55293 members 
Mstep: Class 14 contains 28546 members 
Mstep: Class 15 contains 45963 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70556 members 
Mstep: Class 21 contains 95872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588944.000000 Penalty: 39018.101562
Iteration 317Q: 19 clusters Score -7.558894e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 78158 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5748 members 
Mstep: Class 5 contains 57770 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37054 members 
Mstep: Class 9 contains 26599 members 
Mstep: Class 10 contains 1994 members 
Mstep: Class 11 contains 65998 members 
Mstep: Class 12 contains 7896 members 
Mstep: Class 13 contains 55294 members 
Mstep: Class 14 contains 28553 members 
Mstep: Class 15 contains 45961 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70558 members 
Mstep: Class 21 contains 95876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588896.000000 Penalty: 39018.101562
Iteration 318Q: 19 clusters Score -7.55889e+07 nChanged 53
Entering ConstructFrom: 
Score: -75588896.000000 Penalty: 39018.101562
Entering ConstructFrom: 
Trying to split cluster 1 (37376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Entering Unmasked Estep 
Score: -4653056.500000 Penalty: 1710.927368
	Iteration 0F: 2 clusters Score -4653056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -4627747.500000 Penalty: 3421.854736
	Iteration 0F: 3 clusters Score -4627748 nChanged 17601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -4637797.500000 Penalty: 3421.854736
	Iteration 1F: 3 clusters Score -4637798 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -4638386.500000 Penalty: 3421.854736
	Iteration 2Q: 3 clusters Score -4638386 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -4639135.500000 Penalty: 3421.854736
	Iteration 3Q: 3 clusters Score -4639136 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -4640193.000000 Penalty: 3421.854736
	Iteration 4Q: 3 clusters Score -4640193 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -4641666.500000 Penalty: 3421.854736
	Iteration 5F: 3 clusters Score -4641666 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -4643550.000000 Penalty: 3421.854736
	Iteration 6F: 3 clusters Score -4643550 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -4645481.000000 Penalty: 3421.854736
	Iteration 7F: 3 clusters Score -4645481 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -4646918.000000 Penalty: 3421.854736
	Iteration 8Q: 3 clusters Score -4646918 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -4648034.000000 Penalty: 3421.854736
	Iteration 9Q: 3 clusters Score -4648034 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -4648836.500000 Penalty: 3421.854736
	Iteration 10Q: 3 clusters Score -4648836 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4649412.000000 Penalty: 3421.854736
	Iteration 11Q: 3 clusters Score -4649412 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -4649830.000000 Penalty: 3421.854736
	Iteration 12Q: 3 clusters Score -4649830 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -4650151.500000 Penalty: 3421.854736
	Iteration 13Q: 3 clusters Score -4650152 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -4650447.500000 Penalty: 3421.854736
	Iteration 14Q: 3 clusters Score -4650448 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4650655.000000 Penalty: 3421.854736
	Iteration 15Q: 3 clusters Score -4650655 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -4650854.000000 Penalty: 3421.854736
	Iteration 16Q: 3 clusters Score -4650854 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -4651046.000000 Penalty: 3421.854736
	Iteration 17Q: 3 clusters Score -4651046 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -4651171.000000 Penalty: 3421.854736
	Iteration 18Q: 3 clusters Score -4651171 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -4651276.500000 Penalty: 3421.854736
	Iteration 19Q: 3 clusters Score -4651276 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -4651348.500000 Penalty: 3421.854736
	Iteration 20F: 3 clusters Score -4651348 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -4651404.000000 Penalty: 3421.854736
	Iteration 21Q: 3 clusters Score -4651404 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -4651458.000000 Penalty: 3421.854736
	Iteration 22Q: 3 clusters Score -4651458 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -4651495.500000 Penalty: 3421.854736
	Iteration 23Q: 3 clusters Score -4651496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -4651530.000000 Penalty: 3421.854736
	Iteration 24Q: 3 clusters Score -4651530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -4651561.500000 Penalty: 3421.854736
	Iteration 25Q: 3 clusters Score -4651562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -4651569.500000 Penalty: 3421.854736
	Iteration 26Q: 3 clusters Score -4651570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -4651579.500000 Penalty: 3421.854736
	Iteration 27Q: 3 clusters Score -4651580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -4651587.500000 Penalty: 3421.854736
	Iteration 28Q: 3 clusters Score -4651588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -4651591.500000 Penalty: 3421.854736
	Iteration 29Q: 3 clusters Score -4651592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -4651599.000000 Penalty: 3421.854736
	Iteration 30Q: 3 clusters Score -4651599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -4651604.500000 Penalty: 3421.854736
	Iteration 31Q: 3 clusters Score -4651604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -4651605.000000 Penalty: 3421.854736
	Iteration 32Q: 3 clusters Score -4651605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -4651615.000000 Penalty: 3421.854736
	Iteration 33Q: 3 clusters Score -4651615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -4651623.500000 Penalty: 3421.854736
	Iteration 34Q: 3 clusters Score -4651624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -4651634.000000 Penalty: 3421.854736
	Iteration 35Q: 3 clusters Score -4651634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -4651637.000000 Penalty: 3421.854736
	Iteration 36Q: 3 clusters Score -4651637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -4651638.000000 Penalty: 3421.854736
	Iteration 37Q: 3 clusters Score -4651638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -4651638.000000 Penalty: 3421.854736
	Iteration 38F: 3 clusters Score -4651638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (78161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78161 members 
Entering Unmasked Estep 
Score: -9716762.000000 Penalty: 1830.810547
	Iteration 0F: 2 clusters Score -9716762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -9666168.000000 Penalty: 3661.621094
	Iteration 0F: 3 clusters Score -9666168 nChanged 37186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -9688048.000000 Penalty: 3661.621094
	Iteration 1F: 3 clusters Score -9688048 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -9689249.000000 Penalty: 3661.621094
	Iteration 2Q: 3 clusters Score -9689249 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -9691105.000000 Penalty: 3661.621094
	Iteration 3Q: 3 clusters Score -9691105 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -9694221.000000 Penalty: 3661.621094
	Iteration 4F: 3 clusters Score -9694221 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -9699159.000000 Penalty: 3661.621094
	Iteration 5F: 3 clusters Score -9699159 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -9705334.000000 Penalty: 3661.621094
	Iteration 6F: 3 clusters Score -9705334 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 72977 members 
Entering Unmasked Estep 
Score: -9710400.000000 Penalty: 3661.621094
	Iteration 7F: 3 clusters Score -9710400 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 76050 members 
Entering Unmasked Estep 
Score: -9713295.000000 Penalty: 3661.621094
	Iteration 8Q: 3 clusters Score -9713295 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 77321 members 
Entering Unmasked Estep 
Score: -9714378.000000 Penalty: 3661.621094
	Iteration 9Q: 3 clusters Score -9714378 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 77767 members 
Entering Unmasked Estep 
Score: -9714818.000000 Penalty: 3661.621094
	Iteration 10Q: 3 clusters Score -9714818 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 77902 members 
Entering Unmasked Estep 
Score: -9714999.000000 Penalty: 3661.621094
	Iteration 11Q: 3 clusters Score -9714999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 77936 members 
Entering Unmasked Estep 
Score: -9715069.000000 Penalty: 3661.621094
	Iteration 12Q: 3 clusters Score -9715069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 77958 members 
Entering Unmasked Estep 
Score: -9715107.000000 Penalty: 3661.621094
	Iteration 13Q: 3 clusters Score -9715107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 77967 members 
Entering Unmasked Estep 
Score: -9715133.000000 Penalty: 3661.621094
	Iteration 14Q: 3 clusters Score -9715133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 77969 members 
Entering Unmasked Estep 
Score: -9715140.000000 Penalty: 3661.621094
	Iteration 15Q: 3 clusters Score -9715140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -9715141.000000 Penalty: 3661.621094
	Iteration 16Q: 3 clusters Score -9715141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 77979 members 
Entering Unmasked Estep 
Score: -9715158.000000 Penalty: 3661.621094
	Iteration 17Q: 3 clusters Score -9715158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 77982 members 
Entering Unmasked Estep 
Score: -9715164.000000 Penalty: 3661.621094
	Iteration 18Q: 3 clusters Score -9715164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 77985 members 
Entering Unmasked Estep 
Score: -9715173.000000 Penalty: 3661.621094
	Iteration 19Q: 3 clusters Score -9715173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -9715169.000000 Penalty: 3661.621094
	Iteration 20F: 3 clusters Score -9715169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 77987 members 
Entering Unmasked Estep 
Score: -9715171.000000 Penalty: 3661.621094
	Iteration 21Q: 3 clusters Score -9715171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 77988 members 
Entering Unmasked Estep 
Score: -9715176.000000 Penalty: 3661.621094
	Iteration 22Q: 3 clusters Score -9715176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 77987 members 
Entering Unmasked Estep 
Score: -9715176.000000 Penalty: 3661.621094
	Iteration 23Q: 3 clusters Score -9715176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 77987 members 
Entering Unmasked Estep 
Score: -9715176.000000 Penalty: 3661.621094
	Iteration 24F: 3 clusters Score -9715176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -46319.750000 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -46319.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45315.257812 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -45315.26 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45469.503906 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -45469.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45509.656250 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -45509.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45528.078125 Penalty: 1973.739502
	Iteration 3Q: 3 clusters Score -45528.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45534.671875 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -45534.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45542.757812 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -45542.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45551.054688 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -45551.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45552.011719 Penalty: 1973.739502
	Iteration 7Q: 3 clusters Score -45552.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45552.011719 Penalty: 1973.739502
	Iteration 8F: 3 clusters Score -45552.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Entering Unmasked Estep 
Score: -710991.250000 Penalty: 1406.670410
	Iteration 0F: 2 clusters Score -710991.2 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 2894 members 
Entering Unmasked Estep 
Score: -706503.625000 Penalty: 2813.340820
	Iteration 0F: 3 clusters Score -706503.6 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -707790.437500 Penalty: 2813.340820
	Iteration 1F: 3 clusters Score -707790.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -707951.375000 Penalty: 2813.340820
	Iteration 2F: 3 clusters Score -707951.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -708051.000000 Penalty: 2813.340820
	Iteration 3Q: 3 clusters Score -708051 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -708114.812500 Penalty: 2813.340820
	Iteration 4Q: 3 clusters Score -708114.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -708161.187500 Penalty: 2813.340820
	Iteration 5Q: 3 clusters Score -708161.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -708200.437500 Penalty: 2813.340820
	Iteration 6Q: 3 clusters Score -708200.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -708240.375000 Penalty: 2813.340820
	Iteration 7Q: 3 clusters Score -708240.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -708276.875000 Penalty: 2813.340820
	Iteration 8Q: 3 clusters Score -708276.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -708318.125000 Penalty: 2813.340820
	Iteration 9Q: 3 clusters Score -708318.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -708349.625000 Penalty: 2813.340820
	Iteration 10Q: 3 clusters Score -708349.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -708386.812500 Penalty: 2813.340820
	Iteration 11Q: 3 clusters Score -708386.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -708422.187500 Penalty: 2813.340820
	Iteration 12Q: 3 clusters Score -708422.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -708468.687500 Penalty: 2813.340820
	Iteration 13Q: 3 clusters Score -708468.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -708535.437500 Penalty: 2813.340820
	Iteration 14Q: 3 clusters Score -708535.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -708598.687500 Penalty: 2813.340820
	Iteration 15Q: 3 clusters Score -708598.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -708670.562500 Penalty: 2813.340820
	Iteration 16Q: 3 clusters Score -708670.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -708750.125000 Penalty: 2813.340820
	Iteration 17Q: 3 clusters Score -708750.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -708815.750000 Penalty: 2813.340820
	Iteration 18Q: 3 clusters Score -708815.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -708885.562500 Penalty: 2813.340820
	Iteration 19Q: 3 clusters Score -708885.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -708953.937500 Penalty: 2813.340820
	Iteration 20F: 3 clusters Score -708953.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -709008.625000 Penalty: 2813.340820
	Iteration 21Q: 3 clusters Score -709008.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -709064.750000 Penalty: 2813.340820
	Iteration 22Q: 3 clusters Score -709064.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -709104.000000 Penalty: 2813.340820
	Iteration 23Q: 3 clusters Score -709104 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -709139.875000 Penalty: 2813.340820
	Iteration 24Q: 3 clusters Score -709139.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -709168.187500 Penalty: 2813.340820
	Iteration 25Q: 3 clusters Score -709168.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -709191.000000 Penalty: 2813.340820
	Iteration 26Q: 3 clusters Score -709191 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -709215.687500 Penalty: 2813.340820
	Iteration 27Q: 3 clusters Score -709215.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -709241.500000 Penalty: 2813.340820
	Iteration 28Q: 3 clusters Score -709241.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -709261.187500 Penalty: 2813.340820
	Iteration 29Q: 3 clusters Score -709261.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -709281.375000 Penalty: 2813.340820
	Iteration 30Q: 3 clusters Score -709281.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -709301.312500 Penalty: 2813.340820
	Iteration 31Q: 3 clusters Score -709301.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -709317.437500 Penalty: 2813.340820
	Iteration 32Q: 3 clusters Score -709317.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -709340.875000 Penalty: 2813.340820
	Iteration 33Q: 3 clusters Score -709340.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -709360.125000 Penalty: 2813.340820
	Iteration 34Q: 3 clusters Score -709360.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -709379.562500 Penalty: 2813.340820
	Iteration 35Q: 3 clusters Score -709379.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -709402.187500 Penalty: 2813.340820
	Iteration 36Q: 3 clusters Score -709402.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -709428.875000 Penalty: 2813.340820
	Iteration 37Q: 3 clusters Score -709428.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -709449.812500 Penalty: 2813.340820
	Iteration 38Q: 3 clusters Score -709449.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -709466.062500 Penalty: 2813.340820
	Iteration 39Q: 3 clusters Score -709466.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -709488.187500 Penalty: 2813.340820
	Iteration 40F: 3 clusters Score -709488.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -709519.312500 Penalty: 2813.340820
	Iteration 41Q: 3 clusters Score -709519.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -709555.000000 Penalty: 2813.340820
	Iteration 42Q: 3 clusters Score -709555 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -709591.000000 Penalty: 2813.340820
	Iteration 43Q: 3 clusters Score -709591 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -709624.437500 Penalty: 2813.340820
	Iteration 44Q: 3 clusters Score -709624.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -709651.000000 Penalty: 2813.340820
	Iteration 45Q: 3 clusters Score -709651 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -709673.687500 Penalty: 2813.340820
	Iteration 46Q: 3 clusters Score -709673.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -709689.437500 Penalty: 2813.340820
	Iteration 47Q: 3 clusters Score -709689.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -709700.062500 Penalty: 2813.340820
	Iteration 48Q: 3 clusters Score -709700.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -709708.375000 Penalty: 2813.340820
	Iteration 49Q: 3 clusters Score -709708.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -709715.062500 Penalty: 2813.340820
	Iteration 50Q: 3 clusters Score -709715.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -709720.562500 Penalty: 2813.340820
	Iteration 51Q: 3 clusters Score -709720.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -709726.437500 Penalty: 2813.340820
	Iteration 52Q: 3 clusters Score -709726.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -709732.000000 Penalty: 2813.340820
	Iteration 53Q: 3 clusters Score -709732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -709736.812500 Penalty: 2813.340820
	Iteration 54Q: 3 clusters Score -709736.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -709742.187500 Penalty: 2813.340820
	Iteration 55Q: 3 clusters Score -709742.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -709743.437500 Penalty: 2813.340820
	Iteration 56Q: 3 clusters Score -709743.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -709747.187500 Penalty: 2813.340820
	Iteration 57Q: 3 clusters Score -709747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -709748.000000 Penalty: 2813.340820
	Iteration 58Q: 3 clusters Score -709748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -709749.250000 Penalty: 2813.340820
	Iteration 59Q: 3 clusters Score -709749.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -709750.875000 Penalty: 2813.340820
	Iteration 60F: 3 clusters Score -709750.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -709750.687500 Penalty: 2813.340820
	Iteration 61Q: 3 clusters Score -709750.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -709751.312500 Penalty: 2813.340820
	Iteration 62Q: 3 clusters Score -709751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -709751.812500 Penalty: 2813.340820
	Iteration 63Q: 3 clusters Score -709751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -709754.187500 Penalty: 2813.340820
	Iteration 64Q: 3 clusters Score -709754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -709754.000000 Penalty: 2813.340820
	Iteration 65Q: 3 clusters Score -709754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -709754.812500 Penalty: 2813.340820
	Iteration 66Q: 3 clusters Score -709754.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -709756.250000 Penalty: 2813.340820
	Iteration 67Q: 3 clusters Score -709756.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -709757.437500 Penalty: 2813.340820
	Iteration 68Q: 3 clusters Score -709757.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -709759.062500 Penalty: 2813.340820
	Iteration 69Q: 3 clusters Score -709759.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -709760.750000 Penalty: 2813.340820
	Iteration 70Q: 3 clusters Score -709760.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -709759.312500 Penalty: 2813.340820
	Iteration 71Q: 3 clusters Score -709759.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -709760.562500 Penalty: 2813.340820
	Iteration 72Q: 3 clusters Score -709760.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -709760.375000 Penalty: 2813.340820
	Iteration 73Q: 3 clusters Score -709760.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -709761.437500 Penalty: 2813.340820
	Iteration 74Q: 3 clusters Score -709761.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -709761.375000 Penalty: 2813.340820
	Iteration 75Q: 3 clusters Score -709761.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -709762.750000 Penalty: 2813.340820
	Iteration 76Q: 3 clusters Score -709762.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -709762.000000 Penalty: 2813.340820
	Iteration 77Q: 3 clusters Score -709762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -709763.500000 Penalty: 2813.340820
	Iteration 78Q: 3 clusters Score -709763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -709762.812500 Penalty: 2813.340820
	Iteration 79Q: 3 clusters Score -709762.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -709764.375000 Penalty: 2813.340820
	Iteration 80F: 3 clusters Score -709764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -709765.625000 Penalty: 2813.340820
	Iteration 81Q: 3 clusters Score -709765.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -709765.625000 Penalty: 2813.340820
	Iteration 82F: 3 clusters Score -709765.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Entering Unmasked Estep 
Score: -7199128.000000 Penalty: 1781.700684
	Iteration 0F: 2 clusters Score -7199128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -7160583.500000 Penalty: 3563.401367
	Iteration 0F: 3 clusters Score -7160584 nChanged 27464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -7176493.000000 Penalty: 3563.401367
	Iteration 1F: 3 clusters Score -7176493 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -7177035.000000 Penalty: 3563.401367
	Iteration 2Q: 3 clusters Score -7177035 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -7177840.000000 Penalty: 3563.401367
	Iteration 3Q: 3 clusters Score -7177840 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -7179118.000000 Penalty: 3563.401367
	Iteration 4Q: 3 clusters Score -7179118 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -7181342.000000 Penalty: 3563.401367
	Iteration 5F: 3 clusters Score -7181342 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -7184937.500000 Penalty: 3563.401367
	Iteration 6F: 3 clusters Score -7184938 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -7189421.000000 Penalty: 3563.401367
	Iteration 7F: 3 clusters Score -7189421 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -7193576.500000 Penalty: 3563.401367
	Iteration 8F: 3 clusters Score -7193576 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -7195930.000000 Penalty: 3563.401367
	Iteration 9Q: 3 clusters Score -7195930 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -7196995.500000 Penalty: 3563.401367
	Iteration 10Q: 3 clusters Score -7196996 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -7197423.500000 Penalty: 3563.401367
	Iteration 11Q: 3 clusters Score -7197424 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -7197577.500000 Penalty: 3563.401367
	Iteration 12Q: 3 clusters Score -7197578 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -7197614.500000 Penalty: 3563.401367
	Iteration 13Q: 3 clusters Score -7197614 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -7197655.000000 Penalty: 3563.401367
	Iteration 14Q: 3 clusters Score -7197655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -7197659.000000 Penalty: 3563.401367
	Iteration 15Q: 3 clusters Score -7197659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -7197667.000000 Penalty: 3563.401367
	Iteration 16Q: 3 clusters Score -7197667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -7197682.000000 Penalty: 3563.401367
	Iteration 17Q: 3 clusters Score -7197682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 57401 members 
Entering Unmasked Estep 
Score: -7197692.000000 Penalty: 3563.401367
	Iteration 18Q: 3 clusters Score -7197692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 57409 members 
Entering Unmasked Estep 
Score: -7197696.000000 Penalty: 3563.401367
	Iteration 19Q: 3 clusters Score -7197696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 57409 members 
Entering Unmasked Estep 
Score: -7197700.000000 Penalty: 3563.401367
	Iteration 20F: 3 clusters Score -7197700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -7197697.500000 Penalty: 3563.401367
	Iteration 21Q: 3 clusters Score -7197698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 57421 members 
Entering Unmasked Estep 
Score: -7197704.500000 Penalty: 3563.401367
	Iteration 22Q: 3 clusters Score -7197704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -7197713.000000 Penalty: 3563.401367
	Iteration 23Q: 3 clusters Score -7197713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 57437 members 
Entering Unmasked Estep 
Score: -7197723.500000 Penalty: 3563.401367
	Iteration 24Q: 3 clusters Score -7197724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -7197726.000000 Penalty: 3563.401367
	Iteration 25Q: 3 clusters Score -7197726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 57442 members 
Entering Unmasked Estep 
Score: -7197726.000000 Penalty: 3563.401367
	Iteration 26Q: 3 clusters Score -7197726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -7197733.500000 Penalty: 3563.401367
	Iteration 27Q: 3 clusters Score -7197734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -7197733.500000 Penalty: 3563.401367
	Iteration 28F: 3 clusters Score -7197734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -56810.003906 Penalty: 947.203674
	Iteration 0F: 2 clusters Score -56810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55883.183594 Penalty: 1894.407349
	Iteration 0F: 3 clusters Score -55883.18 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -55992.628906 Penalty: 1894.407349
	Iteration 1F: 3 clusters Score -55992.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -56019.750000 Penalty: 1894.407349
	Iteration 2Q: 3 clusters Score -56019.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -56027.589844 Penalty: 1894.407349
	Iteration 3Q: 3 clusters Score -56027.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -56027.589844 Penalty: 1894.407349
	Iteration 4F: 3 clusters Score -56027.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -96445.156250 Penalty: 1087.866333
	Iteration 0F: 2 clusters Score -96445.16 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 389 members 
Entering Unmasked Estep 
Score: -95163.757812 Penalty: 2175.732666
	Iteration 0F: 3 clusters Score -95163.76 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -95372.351562 Penalty: 2175.732666
	Iteration 1F: 3 clusters Score -95372.35 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -95441.296875 Penalty: 2175.732666
	Iteration 2F: 3 clusters Score -95441.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -95474.632812 Penalty: 2175.732666
	Iteration 3Q: 3 clusters Score -95474.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -95488.843750 Penalty: 2175.732666
	Iteration 4Q: 3 clusters Score -95488.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -95508.640625 Penalty: 2175.732666
	Iteration 5Q: 3 clusters Score -95508.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95512.585938 Penalty: 2175.732666
	Iteration 6Q: 3 clusters Score -95512.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -95520.085938 Penalty: 2175.732666
	Iteration 7Q: 3 clusters Score -95520.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95528.632812 Penalty: 2175.732666
	Iteration 8Q: 3 clusters Score -95528.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95541.226562 Penalty: 2175.732666
	Iteration 9Q: 3 clusters Score -95541.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95571.101562 Penalty: 2175.732666
	Iteration 10Q: 3 clusters Score -95571.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -95592.132812 Penalty: 2175.732666
	Iteration 11Q: 3 clusters Score -95592.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95609.671875 Penalty: 2175.732666
	Iteration 12Q: 3 clusters Score -95609.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95626.093750 Penalty: 2175.732666
	Iteration 13Q: 3 clusters Score -95626.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95647.351562 Penalty: 2175.732666
	Iteration 14Q: 3 clusters Score -95647.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95657.804688 Penalty: 2175.732666
	Iteration 15Q: 3 clusters Score -95657.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95663.289062 Penalty: 2175.732666
	Iteration 16Q: 3 clusters Score -95663.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95672.140625 Penalty: 2175.732666
	Iteration 17Q: 3 clusters Score -95672.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95686.632812 Penalty: 2175.732666
	Iteration 18Q: 3 clusters Score -95686.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95698.617188 Penalty: 2175.732666
	Iteration 19Q: 3 clusters Score -95698.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95712.031250 Penalty: 2175.732666
	Iteration 20F: 3 clusters Score -95712.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95723.789062 Penalty: 2175.732666
	Iteration 21Q: 3 clusters Score -95723.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -95731.914062 Penalty: 2175.732666
	Iteration 22Q: 3 clusters Score -95731.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95734.429688 Penalty: 2175.732666
	Iteration 23Q: 3 clusters Score -95734.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95738.773438 Penalty: 2175.732666
	Iteration 24Q: 3 clusters Score -95738.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -95741.750000 Penalty: 2175.732666
	Iteration 25Q: 3 clusters Score -95741.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95743.250000 Penalty: 2175.732666
	Iteration 26Q: 3 clusters Score -95743.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95743.250000 Penalty: 2175.732666
	Iteration 27F: 3 clusters Score -95743.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Entering Unmasked Estep 
Score: -4611441.500000 Penalty: 1709.516968
	Iteration 0F: 2 clusters Score -4611442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -4586629.500000 Penalty: 3419.033936
	Iteration 0F: 3 clusters Score -4586630 nChanged 17179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -4596071.500000 Penalty: 3419.033936
	Iteration 1F: 3 clusters Score -4596072 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -4596525.000000 Penalty: 3419.033936
	Iteration 2Q: 3 clusters Score -4596525 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -4597041.500000 Penalty: 3419.033936
	Iteration 3Q: 3 clusters Score -4597042 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -4597648.500000 Penalty: 3419.033936
	Iteration 4Q: 3 clusters Score -4597648 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -4598348.500000 Penalty: 3419.033936
	Iteration 5Q: 3 clusters Score -4598348 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -4599228.500000 Penalty: 3419.033936
	Iteration 6Q: 3 clusters Score -4599228 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -4600276.000000 Penalty: 3419.033936
	Iteration 7Q: 3 clusters Score -4600276 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -4601564.000000 Penalty: 3419.033936
	Iteration 8F: 3 clusters Score -4601564 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -4603018.000000 Penalty: 3419.033936
	Iteration 9F: 3 clusters Score -4603018 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -4604417.500000 Penalty: 3419.033936
	Iteration 10F: 3 clusters Score -4604418 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -4605578.000000 Penalty: 3419.033936
	Iteration 11Q: 3 clusters Score -4605578 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -4606434.500000 Penalty: 3419.033936
	Iteration 12Q: 3 clusters Score -4606434 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -4607013.000000 Penalty: 3419.033936
	Iteration 13Q: 3 clusters Score -4607013 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -4607421.500000 Penalty: 3419.033936
	Iteration 14Q: 3 clusters Score -4607422 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -4607822.000000 Penalty: 3419.033936
	Iteration 15Q: 3 clusters Score -4607822 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -4608137.000000 Penalty: 3419.033936
	Iteration 16Q: 3 clusters Score -4608137 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -4608408.000000 Penalty: 3419.033936
	Iteration 17Q: 3 clusters Score -4608408 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -4608601.000000 Penalty: 3419.033936
	Iteration 18Q: 3 clusters Score -4608601 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -4608769.000000 Penalty: 3419.033936
	Iteration 19Q: 3 clusters Score -4608769 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -4608956.500000 Penalty: 3419.033936
	Iteration 20F: 3 clusters Score -4608956 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -4609083.000000 Penalty: 3419.033936
	Iteration 21Q: 3 clusters Score -4609083 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4609191.000000 Penalty: 3419.033936
	Iteration 22Q: 3 clusters Score -4609191 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4609272.000000 Penalty: 3419.033936
	Iteration 23Q: 3 clusters Score -4609272 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4609354.000000 Penalty: 3419.033936
	Iteration 24Q: 3 clusters Score -4609354 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4609413.500000 Penalty: 3419.033936
	Iteration 25Q: 3 clusters Score -4609414 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4609459.500000 Penalty: 3419.033936
	Iteration 26Q: 3 clusters Score -4609460 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4609519.500000 Penalty: 3419.033936
	Iteration 27Q: 3 clusters Score -4609520 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4609578.500000 Penalty: 3419.033936
	Iteration 28Q: 3 clusters Score -4609578 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4609618.500000 Penalty: 3419.033936
	Iteration 29Q: 3 clusters Score -4609618 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4609660.000000 Penalty: 3419.033936
	Iteration 30Q: 3 clusters Score -4609660 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4609706.000000 Penalty: 3419.033936
	Iteration 31Q: 3 clusters Score -4609706 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4609743.000000 Penalty: 3419.033936
	Iteration 32Q: 3 clusters Score -4609743 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4609779.500000 Penalty: 3419.033936
	Iteration 33Q: 3 clusters Score -4609780 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4609817.500000 Penalty: 3419.033936
	Iteration 34Q: 3 clusters Score -4609818 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4609832.500000 Penalty: 3419.033936
	Iteration 35Q: 3 clusters Score -4609832 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4609855.500000 Penalty: 3419.033936
	Iteration 36Q: 3 clusters Score -4609856 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4609873.500000 Penalty: 3419.033936
	Iteration 37Q: 3 clusters Score -4609874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4609913.000000 Penalty: 3419.033936
	Iteration 38Q: 3 clusters Score -4609913 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4609943.000000 Penalty: 3419.033936
	Iteration 39Q: 3 clusters Score -4609943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4609957.000000 Penalty: 3419.033936
	Iteration 40F: 3 clusters Score -4609957 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4609972.500000 Penalty: 3419.033936
	Iteration 41Q: 3 clusters Score -4609972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4609978.000000 Penalty: 3419.033936
	Iteration 42Q: 3 clusters Score -4609978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4609993.000000 Penalty: 3419.033936
	Iteration 43Q: 3 clusters Score -4609993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4609997.000000 Penalty: 3419.033936
	Iteration 44Q: 3 clusters Score -4609997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4609997.000000 Penalty: 3419.033936
	Iteration 45Q: 3 clusters Score -4609997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4609995.000000 Penalty: 3419.033936
	Iteration 46Q: 3 clusters Score -4609995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4609996.500000 Penalty: 3419.033936
	Iteration 47Q: 3 clusters Score -4609996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4609999.000000 Penalty: 3419.033936
	Iteration 48Q: 3 clusters Score -4609999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4610010.500000 Penalty: 3419.033936
	Iteration 49Q: 3 clusters Score -4610010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4610003.000000 Penalty: 3419.033936
	Iteration 50Q: 3 clusters Score -4610003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4610007.000000 Penalty: 3419.033936
	Iteration 51Q: 3 clusters Score -4610007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4610015.500000 Penalty: 3419.033936
	Iteration 52Q: 3 clusters Score -4610016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4610017.500000 Penalty: 3419.033936
	Iteration 53Q: 3 clusters Score -4610018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4610022.500000 Penalty: 3419.033936
	Iteration 54Q: 3 clusters Score -4610022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4610020.000000 Penalty: 3419.033936
	Iteration 55Q: 3 clusters Score -4610020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4610027.000000 Penalty: 3419.033936
	Iteration 56Q: 3 clusters Score -4610027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4610035.000000 Penalty: 3419.033936
	Iteration 57Q: 3 clusters Score -4610035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4610037.500000 Penalty: 3419.033936
	Iteration 58Q: 3 clusters Score -4610038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4610040.500000 Penalty: 3419.033936
	Iteration 59Q: 3 clusters Score -4610040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4610041.500000 Penalty: 3419.033936
	Iteration 60F: 3 clusters Score -4610042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4610041.000000 Penalty: 3419.033936
	Iteration 61Q: 3 clusters Score -4610041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4610043.500000 Penalty: 3419.033936
	Iteration 62Q: 3 clusters Score -4610044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4610047.500000 Penalty: 3419.033936
	Iteration 63Q: 3 clusters Score -4610048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4610045.500000 Penalty: 3419.033936
	Iteration 64Q: 3 clusters Score -4610046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4610053.000000 Penalty: 3419.033936
	Iteration 65Q: 3 clusters Score -4610053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4610054.500000 Penalty: 3419.033936
	Iteration 66Q: 3 clusters Score -4610054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4610055.500000 Penalty: 3419.033936
	Iteration 67Q: 3 clusters Score -4610056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4610057.500000 Penalty: 3419.033936
	Iteration 68Q: 3 clusters Score -4610058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4610061.500000 Penalty: 3419.033936
	Iteration 69Q: 3 clusters Score -4610062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4610061.500000 Penalty: 3419.033936
	Iteration 70F: 3 clusters Score -4610062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Entering Unmasked Estep 
Score: -3207914.750000 Penalty: 1655.633789
	Iteration 0F: 2 clusters Score -3207915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -3189947.000000 Penalty: 3311.267578
	Iteration 0F: 3 clusters Score -3189947 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3196547.250000 Penalty: 3311.267578
	Iteration 1F: 3 clusters Score -3196547 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3196817.000000 Penalty: 3311.267578
	Iteration 2Q: 3 clusters Score -3196817 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3197044.500000 Penalty: 3311.267578
	Iteration 3Q: 3 clusters Score -3197044 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -3197272.500000 Penalty: 3311.267578
	Iteration 4Q: 3 clusters Score -3197272 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3197494.000000 Penalty: 3311.267578
	Iteration 5Q: 3 clusters Score -3197494 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -3197723.250000 Penalty: 3311.267578
	Iteration 6Q: 3 clusters Score -3197723 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -3198021.750000 Penalty: 3311.267578
	Iteration 7Q: 3 clusters Score -3198022 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3198399.500000 Penalty: 3311.267578
	Iteration 8Q: 3 clusters Score -3198400 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3199021.750000 Penalty: 3311.267578
	Iteration 9Q: 3 clusters Score -3199022 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -3199893.000000 Penalty: 3311.267578
	Iteration 10Q: 3 clusters Score -3199893 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3201024.250000 Penalty: 3311.267578
	Iteration 11F: 3 clusters Score -3201024 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3202188.250000 Penalty: 3311.267578
	Iteration 12F: 3 clusters Score -3202188 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3203212.500000 Penalty: 3311.267578
	Iteration 13Q: 3 clusters Score -3203212 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -3203954.750000 Penalty: 3311.267578
	Iteration 14Q: 3 clusters Score -3203955 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -3204481.500000 Penalty: 3311.267578
	Iteration 15Q: 3 clusters Score -3204482 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3204858.750000 Penalty: 3311.267578
	Iteration 16Q: 3 clusters Score -3204859 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3205147.000000 Penalty: 3311.267578
	Iteration 17Q: 3 clusters Score -3205147 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3205433.500000 Penalty: 3311.267578
	Iteration 18Q: 3 clusters Score -3205434 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3205667.500000 Penalty: 3311.267578
	Iteration 19Q: 3 clusters Score -3205668 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3205901.500000 Penalty: 3311.267578
	Iteration 20F: 3 clusters Score -3205902 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3206098.500000 Penalty: 3311.267578
	Iteration 21Q: 3 clusters Score -3206098 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3206249.750000 Penalty: 3311.267578
	Iteration 22Q: 3 clusters Score -3206250 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3206374.250000 Penalty: 3311.267578
	Iteration 23Q: 3 clusters Score -3206374 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3206449.500000 Penalty: 3311.267578
	Iteration 24Q: 3 clusters Score -3206450 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3206507.750000 Penalty: 3311.267578
	Iteration 25Q: 3 clusters Score -3206508 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3206550.500000 Penalty: 3311.267578
	Iteration 26Q: 3 clusters Score -3206550 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3206570.750000 Penalty: 3311.267578
	Iteration 27Q: 3 clusters Score -3206571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3206585.500000 Penalty: 3311.267578
	Iteration 28Q: 3 clusters Score -3206586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3206605.750000 Penalty: 3311.267578
	Iteration 29Q: 3 clusters Score -3206606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3206613.250000 Penalty: 3311.267578
	Iteration 30Q: 3 clusters Score -3206613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3206632.250000 Penalty: 3311.267578
	Iteration 31Q: 3 clusters Score -3206632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3206642.750000 Penalty: 3311.267578
	Iteration 32Q: 3 clusters Score -3206643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3206654.000000 Penalty: 3311.267578
	Iteration 33Q: 3 clusters Score -3206654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3206661.250000 Penalty: 3311.267578
	Iteration 34Q: 3 clusters Score -3206661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3206668.750000 Penalty: 3311.267578
	Iteration 35Q: 3 clusters Score -3206669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3206673.000000 Penalty: 3311.267578
	Iteration 36Q: 3 clusters Score -3206673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3206674.000000 Penalty: 3311.267578
	Iteration 37Q: 3 clusters Score -3206674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3206678.500000 Penalty: 3311.267578
	Iteration 38Q: 3 clusters Score -3206678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3206677.750000 Penalty: 3311.267578
	Iteration 39Q: 3 clusters Score -3206678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3206677.500000 Penalty: 3311.267578
	Iteration 40F: 3 clusters Score -3206678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Entering Unmasked Estep 
Score: -253075.109375 Penalty: 1234.658447
	Iteration 0F: 2 clusters Score -253075.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -250978.031250 Penalty: 2469.316895
	Iteration 0F: 3 clusters Score -250978 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -251393.625000 Penalty: 2469.316895
	Iteration 1F: 3 clusters Score -251393.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -251504.171875 Penalty: 2469.316895
	Iteration 2F: 3 clusters Score -251504.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -251565.890625 Penalty: 2469.316895
	Iteration 3Q: 3 clusters Score -251565.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -251609.625000 Penalty: 2469.316895
	Iteration 4Q: 3 clusters Score -251609.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -251646.156250 Penalty: 2469.316895
	Iteration 5Q: 3 clusters Score -251646.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -251669.500000 Penalty: 2469.316895
	Iteration 6Q: 3 clusters Score -251669.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -251689.171875 Penalty: 2469.316895
	Iteration 7Q: 3 clusters Score -251689.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -251702.328125 Penalty: 2469.316895
	Iteration 8Q: 3 clusters Score -251702.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -251715.218750 Penalty: 2469.316895
	Iteration 9Q: 3 clusters Score -251715.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -251723.609375 Penalty: 2469.316895
	Iteration 10Q: 3 clusters Score -251723.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -251733.140625 Penalty: 2469.316895
	Iteration 11Q: 3 clusters Score -251733.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -251737.984375 Penalty: 2469.316895
	Iteration 12Q: 3 clusters Score -251738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -251741.531250 Penalty: 2469.316895
	Iteration 13Q: 3 clusters Score -251741.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -251748.031250 Penalty: 2469.316895
	Iteration 14Q: 3 clusters Score -251748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -251753.250000 Penalty: 2469.316895
	Iteration 15Q: 3 clusters Score -251753.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -251756.156250 Penalty: 2469.316895
	Iteration 16Q: 3 clusters Score -251756.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -251756.578125 Penalty: 2469.316895
	Iteration 17Q: 3 clusters Score -251756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -251757.078125 Penalty: 2469.316895
	Iteration 18Q: 3 clusters Score -251757.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -251758.765625 Penalty: 2469.316895
	Iteration 19Q: 3 clusters Score -251758.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -251758.765625 Penalty: 2469.316895
	Iteration 20F: 3 clusters Score -251758.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (65998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Entering Unmasked Estep 
Score: -8183403.500000 Penalty: 1803.324219
	Iteration 0F: 2 clusters Score -8183404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -8140800.000000 Penalty: 3606.648438
	Iteration 0F: 3 clusters Score -8140800 nChanged 31278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -8158426.500000 Penalty: 3606.648438
	Iteration 1F: 3 clusters Score -8158426 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -8158742.000000 Penalty: 3606.648438
	Iteration 2Q: 3 clusters Score -8158742 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -8159158.500000 Penalty: 3606.648438
	Iteration 3Q: 3 clusters Score -8159158 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -8159499.000000 Penalty: 3606.648438
	Iteration 4Q: 3 clusters Score -8159499 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -8159807.500000 Penalty: 3606.648438
	Iteration 5Q: 3 clusters Score -8159808 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -8160171.500000 Penalty: 3606.648438
	Iteration 6Q: 3 clusters Score -8160172 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -8160673.500000 Penalty: 3606.648438
	Iteration 7Q: 3 clusters Score -8160674 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -8161444.000000 Penalty: 3606.648438
	Iteration 8Q: 3 clusters Score -8161444 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -8162605.000000 Penalty: 3606.648438
	Iteration 9Q: 3 clusters Score -8162605 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -8164582.000000 Penalty: 3606.648438
	Iteration 10F: 3 clusters Score -8164582 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -8167522.500000 Penalty: 3606.648438
	Iteration 11F: 3 clusters Score -8167522 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -8171054.000000 Penalty: 3606.648438
	Iteration 12F: 3 clusters Score -8171054 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -8174336.000000 Penalty: 3606.648438
	Iteration 13F: 3 clusters Score -8174336 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -8176474.000000 Penalty: 3606.648438
	Iteration 14Q: 3 clusters Score -8176474 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -8177848.500000 Penalty: 3606.648438
	Iteration 15Q: 3 clusters Score -8177848 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -8178769.000000 Penalty: 3606.648438
	Iteration 16Q: 3 clusters Score -8178769 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -8179546.000000 Penalty: 3606.648438
	Iteration 17Q: 3 clusters Score -8179546 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -8180263.500000 Penalty: 3606.648438
	Iteration 18Q: 3 clusters Score -8180264 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -8180965.000000 Penalty: 3606.648438
	Iteration 19Q: 3 clusters Score -8180965 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -8181467.500000 Penalty: 3606.648438
	Iteration 20F: 3 clusters Score -8181468 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -8181878.000000 Penalty: 3606.648438
	Iteration 21Q: 3 clusters Score -8181878 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -8182184.500000 Penalty: 3606.648438
	Iteration 22Q: 3 clusters Score -8182184 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -8182379.000000 Penalty: 3606.648438
	Iteration 23Q: 3 clusters Score -8182379 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61274 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -8182501.500000 Penalty: 3606.648438
	Iteration 24Q: 3 clusters Score -8182502 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -8182596.500000 Penalty: 3606.648438
	Iteration 25Q: 3 clusters Score -8182596 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -8182676.000000 Penalty: 3606.648438
	Iteration 26Q: 3 clusters Score -8182676 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -8182707.500000 Penalty: 3606.648438
	Iteration 27Q: 3 clusters Score -8182708 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -8182721.000000 Penalty: 3606.648438
	Iteration 28Q: 3 clusters Score -8182721 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -8182711.000000 Penalty: 3606.648438
	Iteration 29Q: 3 clusters Score -8182711 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -8182731.000000 Penalty: 3606.648438
	Iteration 30Q: 3 clusters Score -8182731 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62735 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -8182770.500000 Penalty: 3606.648438
	Iteration 31Q: 3 clusters Score -8182770 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -8182780.500000 Penalty: 3606.648438
	Iteration 32Q: 3 clusters Score -8182780 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62944 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -8182765.000000 Penalty: 3606.648438
	Iteration 33Q: 3 clusters Score -8182765 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -8182781.500000 Penalty: 3606.648438
	Iteration 34Q: 3 clusters Score -8182782 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -8182780.500000 Penalty: 3606.648438
	Iteration 35Q: 3 clusters Score -8182780 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -8182775.000000 Penalty: 3606.648438
	Iteration 36Q: 3 clusters Score -8182775 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -8182772.000000 Penalty: 3606.648438
	Iteration 37Q: 3 clusters Score -8182772 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -8182767.500000 Penalty: 3606.648438
	Iteration 38Q: 3 clusters Score -8182768 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -8182767.500000 Penalty: 3606.648438
	Iteration 39Q: 3 clusters Score -8182768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -8182762.500000 Penalty: 3606.648438
	Iteration 40F: 3 clusters Score -8182762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63472 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -8182755.000000 Penalty: 3606.648438
	Iteration 41Q: 3 clusters Score -8182755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -8182752.500000 Penalty: 3606.648438
	Iteration 42Q: 3 clusters Score -8182752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8182752.500000 Penalty: 3606.648438
	Iteration 43Q: 3 clusters Score -8182752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -8182764.500000 Penalty: 3606.648438
	Iteration 44Q: 3 clusters Score -8182764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8182776.500000 Penalty: 3606.648438
	Iteration 45Q: 3 clusters Score -8182776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8182770.000000 Penalty: 3606.648438
	Iteration 46Q: 3 clusters Score -8182770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -8182770.500000 Penalty: 3606.648438
	Iteration 47Q: 3 clusters Score -8182770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8182763.500000 Penalty: 3606.648438
	Iteration 48Q: 3 clusters Score -8182764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63677 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8182752.500000 Penalty: 3606.648438
	Iteration 49Q: 3 clusters Score -8182752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -8182761.000000 Penalty: 3606.648438
	Iteration 50Q: 3 clusters Score -8182761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -8182762.500000 Penalty: 3606.648438
	Iteration 51Q: 3 clusters Score -8182762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -8182771.500000 Penalty: 3606.648438
	Iteration 52Q: 3 clusters Score -8182772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63725 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8182785.000000 Penalty: 3606.648438
	Iteration 53Q: 3 clusters Score -8182785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -8182785.500000 Penalty: 3606.648438
	Iteration 54Q: 3 clusters Score -8182786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -8182776.500000 Penalty: 3606.648438
	Iteration 55Q: 3 clusters Score -8182776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8182769.500000 Penalty: 3606.648438
	Iteration 56Q: 3 clusters Score -8182770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -8182770.000000 Penalty: 3606.648438
	Iteration 57Q: 3 clusters Score -8182770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63771 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8182775.000000 Penalty: 3606.648438
	Iteration 58Q: 3 clusters Score -8182775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8182771.500000 Penalty: 3606.648438
	Iteration 59Q: 3 clusters Score -8182772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63777 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -8182769.000000 Penalty: 3606.648438
	Iteration 60F: 3 clusters Score -8182769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -8182770.000000 Penalty: 3606.648438
	Iteration 61Q: 3 clusters Score -8182770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63782 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8182774.500000 Penalty: 3606.648438
	Iteration 62Q: 3 clusters Score -8182774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63783 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -8182774.000000 Penalty: 3606.648438
	Iteration 63Q: 3 clusters Score -8182774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -8182777.500000 Penalty: 3606.648438
	Iteration 64Q: 3 clusters Score -8182778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8182779.500000 Penalty: 3606.648438
	Iteration 65Q: 3 clusters Score -8182780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8182776.000000 Penalty: 3606.648438
	Iteration 66Q: 3 clusters Score -8182776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -8182770.500000 Penalty: 3606.648438
	Iteration 67Q: 3 clusters Score -8182770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8182782.000000 Penalty: 3606.648438
	Iteration 68Q: 3 clusters Score -8182782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63794 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8182788.500000 Penalty: 3606.648438
	Iteration 69Q: 3 clusters Score -8182788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -8182782.500000 Penalty: 3606.648438
	Iteration 70Q: 3 clusters Score -8182782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63798 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8182783.000000 Penalty: 3606.648438
	Iteration 71Q: 3 clusters Score -8182783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -8182783.500000 Penalty: 3606.648438
	Iteration 72Q: 3 clusters Score -8182784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8182780.500000 Penalty: 3606.648438
	Iteration 73Q: 3 clusters Score -8182780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63805 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -8182784.000000 Penalty: 3606.648438
	Iteration 74Q: 3 clusters Score -8182784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63810 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -8182785.500000 Penalty: 3606.648438
	Iteration 75Q: 3 clusters Score -8182786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63815 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -8182783.000000 Penalty: 3606.648438
	Iteration 76Q: 3 clusters Score -8182783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -8182781.500000 Penalty: 3606.648438
	Iteration 77Q: 3 clusters Score -8182782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8182776.500000 Penalty: 3606.648438
	Iteration 78Q: 3 clusters Score -8182776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -8182776.500000 Penalty: 3606.648438
	Iteration 79Q: 3 clusters Score -8182776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8182775.500000 Penalty: 3606.648438
	Iteration 80F: 3 clusters Score -8182776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8182779.500000 Penalty: 3606.648438
	Iteration 81Q: 3 clusters Score -8182780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -8182775.500000 Penalty: 3606.648438
	Iteration 82Q: 3 clusters Score -8182776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8182772.000000 Penalty: 3606.648438
	Iteration 83Q: 3 clusters Score -8182772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8182774.000000 Penalty: 3606.648438
	Iteration 84Q: 3 clusters Score -8182774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8182762.500000 Penalty: 3606.648438
	Iteration 85Q: 3 clusters Score -8182762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -8182764.500000 Penalty: 3606.648438
	Iteration 86Q: 3 clusters Score -8182764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -8182773.500000 Penalty: 3606.648438
	Iteration 87Q: 3 clusters Score -8182774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8182770.000000 Penalty: 3606.648438
	Iteration 88Q: 3 clusters Score -8182770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -8182756.000000 Penalty: 3606.648438
	Iteration 89Q: 3 clusters Score -8182756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8182754.500000 Penalty: 3606.648438
	Iteration 90Q: 3 clusters Score -8182754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8182756.000000 Penalty: 3606.648438
	Iteration 91Q: 3 clusters Score -8182756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8182755.500000 Penalty: 3606.648438
	Iteration 92Q: 3 clusters Score -8182756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8182753.500000 Penalty: 3606.648438
	Iteration 93Q: 3 clusters Score -8182754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63908 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8182756.000000 Penalty: 3606.648438
	Iteration 94Q: 3 clusters Score -8182756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8182759.500000 Penalty: 3606.648438
	Iteration 95Q: 3 clusters Score -8182760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8182764.500000 Penalty: 3606.648438
	Iteration 96Q: 3 clusters Score -8182764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63912 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8182764.500000 Penalty: 3606.648438
	Iteration 97F: 3 clusters Score -8182764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Entering Unmasked Estep 
Score: -977274.312500 Penalty: 1458.313721
	Iteration 0F: 2 clusters Score -977274.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -971425.000000 Penalty: 2916.627441
	Iteration 0F: 3 clusters Score -971425 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -973255.812500 Penalty: 2916.627441
	Iteration 1F: 3 clusters Score -973255.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -973523.375000 Penalty: 2916.627441
	Iteration 2F: 3 clusters Score -973523.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -973757.875000 Penalty: 2916.627441
	Iteration 3F: 3 clusters Score -973757.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -973969.875000 Penalty: 2916.627441
	Iteration 4Q: 3 clusters Score -973969.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -974183.062500 Penalty: 2916.627441
	Iteration 5Q: 3 clusters Score -974183.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -974399.875000 Penalty: 2916.627441
	Iteration 6Q: 3 clusters Score -974399.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -974616.437500 Penalty: 2916.627441
	Iteration 7Q: 3 clusters Score -974616.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -974848.687500 Penalty: 2916.627441
	Iteration 8Q: 3 clusters Score -974848.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -975082.812500 Penalty: 2916.627441
	Iteration 9Q: 3 clusters Score -975082.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -975285.375000 Penalty: 2916.627441
	Iteration 10Q: 3 clusters Score -975285.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -975462.500000 Penalty: 2916.627441
	Iteration 11Q: 3 clusters Score -975462.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -975636.000000 Penalty: 2916.627441
	Iteration 12Q: 3 clusters Score -975636 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -975756.500000 Penalty: 2916.627441
	Iteration 13Q: 3 clusters Score -975756.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -975827.500000 Penalty: 2916.627441
	Iteration 14Q: 3 clusters Score -975827.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -975874.437500 Penalty: 2916.627441
	Iteration 15Q: 3 clusters Score -975874.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -975919.437500 Penalty: 2916.627441
	Iteration 16Q: 3 clusters Score -975919.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -975961.187500 Penalty: 2916.627441
	Iteration 17Q: 3 clusters Score -975961.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -975989.062500 Penalty: 2916.627441
	Iteration 18Q: 3 clusters Score -975989.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -976014.687500 Penalty: 2916.627441
	Iteration 19Q: 3 clusters Score -976014.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -976029.562500 Penalty: 2916.627441
	Iteration 20F: 3 clusters Score -976029.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -976042.937500 Penalty: 2916.627441
	Iteration 21Q: 3 clusters Score -976042.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -976051.375000 Penalty: 2916.627441
	Iteration 22Q: 3 clusters Score -976051.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -976060.312500 Penalty: 2916.627441
	Iteration 23Q: 3 clusters Score -976060.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -976064.937500 Penalty: 2916.627441
	Iteration 24Q: 3 clusters Score -976064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -976070.062500 Penalty: 2916.627441
	Iteration 25Q: 3 clusters Score -976070.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -976072.687500 Penalty: 2916.627441
	Iteration 26Q: 3 clusters Score -976072.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -976074.687500 Penalty: 2916.627441
	Iteration 27Q: 3 clusters Score -976074.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -976076.562500 Penalty: 2916.627441
	Iteration 28Q: 3 clusters Score -976076.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -976077.312500 Penalty: 2916.627441
	Iteration 29Q: 3 clusters Score -976077.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -976083.562500 Penalty: 2916.627441
	Iteration 30Q: 3 clusters Score -976083.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -976086.187500 Penalty: 2916.627441
	Iteration 31Q: 3 clusters Score -976086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -976086.937500 Penalty: 2916.627441
	Iteration 32Q: 3 clusters Score -976086.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -976089.312500 Penalty: 2916.627441
	Iteration 33Q: 3 clusters Score -976089.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -976089.312500 Penalty: 2916.627441
	Iteration 34Q: 3 clusters Score -976089.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -976090.625000 Penalty: 2916.627441
	Iteration 35Q: 3 clusters Score -976090.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -976090.625000 Penalty: 2916.627441
	Iteration 36F: 3 clusters Score -976090.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Entering Unmasked Estep 
Score: -6891083.000000 Penalty: 1774.556396
	Iteration 0F: 2 clusters Score -6891083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -6854415.000000 Penalty: 3549.112793
	Iteration 0F: 3 clusters Score -6854415 nChanged 26054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -6869455.500000 Penalty: 3549.112793
	Iteration 1F: 3 clusters Score -6869456 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -6870246.000000 Penalty: 3549.112793
	Iteration 2Q: 3 clusters Score -6870246 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -6871501.000000 Penalty: 3549.112793
	Iteration 3Q: 3 clusters Score -6871501 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -6873641.000000 Penalty: 3549.112793
	Iteration 4F: 3 clusters Score -6873641 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -6877000.000000 Penalty: 3549.112793
	Iteration 5F: 3 clusters Score -6877000 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -6881304.500000 Penalty: 3549.112793
	Iteration 6F: 3 clusters Score -6881304 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -6885269.500000 Penalty: 3549.112793
	Iteration 7F: 3 clusters Score -6885270 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -6887734.000000 Penalty: 3549.112793
	Iteration 8Q: 3 clusters Score -6887734 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6888819.000000 Penalty: 3549.112793
	Iteration 9Q: 3 clusters Score -6888819 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6889217.500000 Penalty: 3549.112793
	Iteration 10Q: 3 clusters Score -6889218 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6889389.000000 Penalty: 3549.112793
	Iteration 11Q: 3 clusters Score -6889389 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6889467.500000 Penalty: 3549.112793
	Iteration 12Q: 3 clusters Score -6889468 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6889518.000000 Penalty: 3549.112793
	Iteration 13Q: 3 clusters Score -6889518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6889548.000000 Penalty: 3549.112793
	Iteration 14Q: 3 clusters Score -6889548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6889560.000000 Penalty: 3549.112793
	Iteration 15Q: 3 clusters Score -6889560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6889565.500000 Penalty: 3549.112793
	Iteration 16Q: 3 clusters Score -6889566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6889582.500000 Penalty: 3549.112793
	Iteration 17Q: 3 clusters Score -6889582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6889594.500000 Penalty: 3549.112793
	Iteration 18Q: 3 clusters Score -6889594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6889599.500000 Penalty: 3549.112793
	Iteration 19Q: 3 clusters Score -6889600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55002 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6889608.000000 Penalty: 3549.112793
	Iteration 20F: 3 clusters Score -6889608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6889616.500000 Penalty: 3549.112793
	Iteration 21Q: 3 clusters Score -6889616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6889624.000000 Penalty: 3549.112793
	Iteration 22Q: 3 clusters Score -6889624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6889630.000000 Penalty: 3549.112793
	Iteration 23Q: 3 clusters Score -6889630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6889635.500000 Penalty: 3549.112793
	Iteration 24Q: 3 clusters Score -6889636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6889644.000000 Penalty: 3549.112793
	Iteration 25Q: 3 clusters Score -6889644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6889652.000000 Penalty: 3549.112793
	Iteration 26Q: 3 clusters Score -6889652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6889653.500000 Penalty: 3549.112793
	Iteration 27Q: 3 clusters Score -6889654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6889655.000000 Penalty: 3549.112793
	Iteration 28Q: 3 clusters Score -6889655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6889658.000000 Penalty: 3549.112793
	Iteration 29Q: 3 clusters Score -6889658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6889656.000000 Penalty: 3549.112793
	Iteration 30Q: 3 clusters Score -6889656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6889656.000000 Penalty: 3549.112793
	Iteration 31F: 3 clusters Score -6889656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Entering Unmasked Estep 
Score: -3576555.500000 Penalty: 1667.205688
	Iteration 0F: 2 clusters Score -3576556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3557264.250000 Penalty: 3334.411377
	Iteration 0F: 3 clusters Score -3557264 nChanged 13178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -3564579.750000 Penalty: 3334.411377
	Iteration 1F: 3 clusters Score -3564580 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3564886.500000 Penalty: 3334.411377
	Iteration 2Q: 3 clusters Score -3564886 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -3565212.250000 Penalty: 3334.411377
	Iteration 3Q: 3 clusters Score -3565212 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3565537.000000 Penalty: 3334.411377
	Iteration 4Q: 3 clusters Score -3565537 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3565994.750000 Penalty: 3334.411377
	Iteration 5Q: 3 clusters Score -3565995 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -3566751.500000 Penalty: 3334.411377
	Iteration 6Q: 3 clusters Score -3566752 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -3567872.750000 Penalty: 3334.411377
	Iteration 7F: 3 clusters Score -3567873 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -3569423.250000 Penalty: 3334.411377
	Iteration 8F: 3 clusters Score -3569423 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -3571194.000000 Penalty: 3334.411377
	Iteration 9F: 3 clusters Score -3571194 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3572668.750000 Penalty: 3334.411377
	Iteration 10F: 3 clusters Score -3572669 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3573673.000000 Penalty: 3334.411377
	Iteration 11Q: 3 clusters Score -3573673 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3574193.000000 Penalty: 3334.411377
	Iteration 12Q: 3 clusters Score -3574193 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3574470.750000 Penalty: 3334.411377
	Iteration 13Q: 3 clusters Score -3574471 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3574628.250000 Penalty: 3334.411377
	Iteration 14Q: 3 clusters Score -3574628 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3574725.000000 Penalty: 3334.411377
	Iteration 15Q: 3 clusters Score -3574725 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3574791.250000 Penalty: 3334.411377
	Iteration 16Q: 3 clusters Score -3574791 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3574843.250000 Penalty: 3334.411377
	Iteration 17Q: 3 clusters Score -3574843 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3574887.250000 Penalty: 3334.411377
	Iteration 18Q: 3 clusters Score -3574887 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3574933.750000 Penalty: 3334.411377
	Iteration 19Q: 3 clusters Score -3574934 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3574960.250000 Penalty: 3334.411377
	Iteration 20F: 3 clusters Score -3574960 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3574991.250000 Penalty: 3334.411377
	Iteration 21Q: 3 clusters Score -3574991 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3575017.500000 Penalty: 3334.411377
	Iteration 22Q: 3 clusters Score -3575018 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3575031.000000 Penalty: 3334.411377
	Iteration 23Q: 3 clusters Score -3575031 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3575041.250000 Penalty: 3334.411377
	Iteration 24Q: 3 clusters Score -3575041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3575050.500000 Penalty: 3334.411377
	Iteration 25Q: 3 clusters Score -3575050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3575057.500000 Penalty: 3334.411377
	Iteration 26Q: 3 clusters Score -3575058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3575067.500000 Penalty: 3334.411377
	Iteration 27Q: 3 clusters Score -3575068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3575066.500000 Penalty: 3334.411377
	Iteration 28Q: 3 clusters Score -3575066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3575071.000000 Penalty: 3334.411377
	Iteration 29Q: 3 clusters Score -3575071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3575078.250000 Penalty: 3334.411377
	Iteration 30Q: 3 clusters Score -3575078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3575083.750000 Penalty: 3334.411377
	Iteration 31Q: 3 clusters Score -3575084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3575082.250000 Penalty: 3334.411377
	Iteration 32Q: 3 clusters Score -3575082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3575089.250000 Penalty: 3334.411377
	Iteration 33Q: 3 clusters Score -3575089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3575090.250000 Penalty: 3334.411377
	Iteration 34Q: 3 clusters Score -3575090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3575090.000000 Penalty: 3334.411377
	Iteration 35Q: 3 clusters Score -3575090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3575089.500000 Penalty: 3334.411377
	Iteration 36Q: 3 clusters Score -3575090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3575090.750000 Penalty: 3334.411377
	Iteration 37Q: 3 clusters Score -3575091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3575093.000000 Penalty: 3334.411377
	Iteration 38Q: 3 clusters Score -3575093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3575090.000000 Penalty: 3334.411377
	Iteration 39Q: 3 clusters Score -3575090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3575093.000000 Penalty: 3334.411377
	Iteration 40F: 3 clusters Score -3575093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3575094.250000 Penalty: 3334.411377
	Iteration 41Q: 3 clusters Score -3575094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3575095.250000 Penalty: 3334.411377
	Iteration 42Q: 3 clusters Score -3575095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3575093.750000 Penalty: 3334.411377
	Iteration 43Q: 3 clusters Score -3575094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3575098.250000 Penalty: 3334.411377
	Iteration 44Q: 3 clusters Score -3575098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3575098.250000 Penalty: 3334.411377
	Iteration 45Q: 3 clusters Score -3575098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3575100.000000 Penalty: 3334.411377
	Iteration 46Q: 3 clusters Score -3575100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3575098.250000 Penalty: 3334.411377
	Iteration 47Q: 3 clusters Score -3575098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3575100.000000 Penalty: 3334.411377
	Iteration 48Q: 3 clusters Score -3575100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3575101.250000 Penalty: 3334.411377
	Iteration 49Q: 3 clusters Score -3575101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3575104.750000 Penalty: 3334.411377
	Iteration 50Q: 3 clusters Score -3575105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3575106.750000 Penalty: 3334.411377
	Iteration 51Q: 3 clusters Score -3575107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3575108.750000 Penalty: 3334.411377
	Iteration 52Q: 3 clusters Score -3575109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3575110.750000 Penalty: 3334.411377
	Iteration 53Q: 3 clusters Score -3575111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3575109.250000 Penalty: 3334.411377
	Iteration 54Q: 3 clusters Score -3575109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3575111.000000 Penalty: 3334.411377
	Iteration 55Q: 3 clusters Score -3575111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3575115.500000 Penalty: 3334.411377
	Iteration 56Q: 3 clusters Score -3575116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3575114.750000 Penalty: 3334.411377
	Iteration 57Q: 3 clusters Score -3575115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3575117.000000 Penalty: 3334.411377
	Iteration 58Q: 3 clusters Score -3575117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3575116.250000 Penalty: 3334.411377
	Iteration 59Q: 3 clusters Score -3575116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3575119.750000 Penalty: 3334.411377
	Iteration 60F: 3 clusters Score -3575120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3575120.750000 Penalty: 3334.411377
	Iteration 61Q: 3 clusters Score -3575121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3575123.000000 Penalty: 3334.411377
	Iteration 62Q: 3 clusters Score -3575123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3575127.000000 Penalty: 3334.411377
	Iteration 63Q: 3 clusters Score -3575127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3575124.000000 Penalty: 3334.411377
	Iteration 64Q: 3 clusters Score -3575124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3575126.000000 Penalty: 3334.411377
	Iteration 65Q: 3 clusters Score -3575126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3575129.000000 Penalty: 3334.411377
	Iteration 66Q: 3 clusters Score -3575129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3575134.250000 Penalty: 3334.411377
	Iteration 67Q: 3 clusters Score -3575134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3575131.250000 Penalty: 3334.411377
	Iteration 68Q: 3 clusters Score -3575131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3575132.000000 Penalty: 3334.411377
	Iteration 69Q: 3 clusters Score -3575132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3575132.000000 Penalty: 3334.411377
	Iteration 70F: 3 clusters Score -3575132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Entering Unmasked Estep 
Score: -5714020.500000 Penalty: 1744.523193
	Iteration 0F: 2 clusters Score -5714020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -5683115.500000 Penalty: 3489.046387
	Iteration 0F: 3 clusters Score -5683116 nChanged 21739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -5695660.000000 Penalty: 3489.046387
	Iteration 1F: 3 clusters Score -5695660 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -5696655.000000 Penalty: 3489.046387
	Iteration 2F: 3 clusters Score -5696655 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -5698222.000000 Penalty: 3489.046387
	Iteration 3F: 3 clusters Score -5698222 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -5700472.000000 Penalty: 3489.046387
	Iteration 4F: 3 clusters Score -5700472 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -5703554.500000 Penalty: 3489.046387
	Iteration 5F: 3 clusters Score -5703554 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -5706907.500000 Penalty: 3489.046387
	Iteration 6F: 3 clusters Score -5706908 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -5709246.500000 Penalty: 3489.046387
	Iteration 7F: 3 clusters Score -5709246 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -5710171.500000 Penalty: 3489.046387
	Iteration 8Q: 3 clusters Score -5710172 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -5710659.000000 Penalty: 3489.046387
	Iteration 9Q: 3 clusters Score -5710659 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -5710984.000000 Penalty: 3489.046387
	Iteration 10Q: 3 clusters Score -5710984 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -5711232.500000 Penalty: 3489.046387
	Iteration 11Q: 3 clusters Score -5711232 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -5711481.000000 Penalty: 3489.046387
	Iteration 12Q: 3 clusters Score -5711481 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -5711692.500000 Penalty: 3489.046387
	Iteration 13Q: 3 clusters Score -5711692 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -5711842.500000 Penalty: 3489.046387
	Iteration 14Q: 3 clusters Score -5711842 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -5711935.000000 Penalty: 3489.046387
	Iteration 15Q: 3 clusters Score -5711935 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -5712017.500000 Penalty: 3489.046387
	Iteration 16Q: 3 clusters Score -5712018 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -5712071.500000 Penalty: 3489.046387
	Iteration 17Q: 3 clusters Score -5712072 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -5712143.000000 Penalty: 3489.046387
	Iteration 18Q: 3 clusters Score -5712143 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -5712213.500000 Penalty: 3489.046387
	Iteration 19Q: 3 clusters Score -5712214 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -5712266.000000 Penalty: 3489.046387
	Iteration 20F: 3 clusters Score -5712266 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -5712303.000000 Penalty: 3489.046387
	Iteration 21Q: 3 clusters Score -5712303 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -5712334.000000 Penalty: 3489.046387
	Iteration 22Q: 3 clusters Score -5712334 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -5712374.500000 Penalty: 3489.046387
	Iteration 23Q: 3 clusters Score -5712374 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -5712400.500000 Penalty: 3489.046387
	Iteration 24Q: 3 clusters Score -5712400 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -5712435.500000 Penalty: 3489.046387
	Iteration 25Q: 3 clusters Score -5712436 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -5712473.500000 Penalty: 3489.046387
	Iteration 26Q: 3 clusters Score -5712474 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -5712504.500000 Penalty: 3489.046387
	Iteration 27Q: 3 clusters Score -5712504 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -5712523.500000 Penalty: 3489.046387
	Iteration 28Q: 3 clusters Score -5712524 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -5712539.000000 Penalty: 3489.046387
	Iteration 29Q: 3 clusters Score -5712539 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -5712553.500000 Penalty: 3489.046387
	Iteration 30Q: 3 clusters Score -5712554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -5712551.500000 Penalty: 3489.046387
	Iteration 31Q: 3 clusters Score -5712552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -5712558.500000 Penalty: 3489.046387
	Iteration 32Q: 3 clusters Score -5712558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -5712569.500000 Penalty: 3489.046387
	Iteration 33Q: 3 clusters Score -5712570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -5712585.500000 Penalty: 3489.046387
	Iteration 34Q: 3 clusters Score -5712586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -5712586.000000 Penalty: 3489.046387
	Iteration 35Q: 3 clusters Score -5712586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -5712590.500000 Penalty: 3489.046387
	Iteration 36Q: 3 clusters Score -5712590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -5712586.000000 Penalty: 3489.046387
	Iteration 37Q: 3 clusters Score -5712586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -5712587.000000 Penalty: 3489.046387
	Iteration 38Q: 3 clusters Score -5712587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -5712593.000000 Penalty: 3489.046387
	Iteration 39Q: 3 clusters Score -5712593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -5712595.000000 Penalty: 3489.046387
	Iteration 40F: 3 clusters Score -5712595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -5712598.000000 Penalty: 3489.046387
	Iteration 41Q: 3 clusters Score -5712598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -5712595.000000 Penalty: 3489.046387
	Iteration 42Q: 3 clusters Score -5712595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -5712596.500000 Penalty: 3489.046387
	Iteration 43Q: 3 clusters Score -5712596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -5712600.500000 Penalty: 3489.046387
	Iteration 44Q: 3 clusters Score -5712600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -5712598.000000 Penalty: 3489.046387
	Iteration 45Q: 3 clusters Score -5712598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -5712594.500000 Penalty: 3489.046387
	Iteration 46Q: 3 clusters Score -5712594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -5712595.500000 Penalty: 3489.046387
	Iteration 47Q: 3 clusters Score -5712596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -5712596.500000 Penalty: 3489.046387
	Iteration 48Q: 3 clusters Score -5712596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -5712601.000000 Penalty: 3489.046387
	Iteration 49Q: 3 clusters Score -5712601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -5712605.500000 Penalty: 3489.046387
	Iteration 50Q: 3 clusters Score -5712606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -5712611.000000 Penalty: 3489.046387
	Iteration 51Q: 3 clusters Score -5712611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -5712607.500000 Penalty: 3489.046387
	Iteration 52Q: 3 clusters Score -5712608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -5712607.000000 Penalty: 3489.046387
	Iteration 53Q: 3 clusters Score -5712607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -5712606.000000 Penalty: 3489.046387
	Iteration 54Q: 3 clusters Score -5712606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -5712601.000000 Penalty: 3489.046387
	Iteration 55Q: 3 clusters Score -5712601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -5712604.000000 Penalty: 3489.046387
	Iteration 56Q: 3 clusters Score -5712604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -5712602.500000 Penalty: 3489.046387
	Iteration 57Q: 3 clusters Score -5712602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -5712604.000000 Penalty: 3489.046387
	Iteration 58Q: 3 clusters Score -5712604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -5712604.000000 Penalty: 3489.046387
	Iteration 59F: 3 clusters Score -5712604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Entering Unmasked Estep 
Score: -570199.562500 Penalty: 1378.926636
	Iteration 0F: 2 clusters Score -570199.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -566324.500000 Penalty: 2757.853271
	Iteration 0F: 3 clusters Score -566324.5 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -567412.687500 Penalty: 2757.853271
	Iteration 1F: 3 clusters Score -567412.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -567590.125000 Penalty: 2757.853271
	Iteration 2F: 3 clusters Score -567590.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -567703.375000 Penalty: 2757.853271
	Iteration 3F: 3 clusters Score -567703.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -567779.750000 Penalty: 2757.853271
	Iteration 4Q: 3 clusters Score -567779.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -567841.875000 Penalty: 2757.853271
	Iteration 5Q: 3 clusters Score -567841.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -567899.062500 Penalty: 2757.853271
	Iteration 6Q: 3 clusters Score -567899.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -567985.562500 Penalty: 2757.853271
	Iteration 7Q: 3 clusters Score -567985.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -568092.250000 Penalty: 2757.853271
	Iteration 8Q: 3 clusters Score -568092.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -568202.000000 Penalty: 2757.853271
	Iteration 9Q: 3 clusters Score -568202 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -568321.937500 Penalty: 2757.853271
	Iteration 10Q: 3 clusters Score -568321.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -568430.625000 Penalty: 2757.853271
	Iteration 11Q: 3 clusters Score -568430.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -568536.437500 Penalty: 2757.853271
	Iteration 12Q: 3 clusters Score -568536.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -568644.250000 Penalty: 2757.853271
	Iteration 13Q: 3 clusters Score -568644.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -568752.437500 Penalty: 2757.853271
	Iteration 14Q: 3 clusters Score -568752.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -568847.812500 Penalty: 2757.853271
	Iteration 15Q: 3 clusters Score -568847.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -568930.562500 Penalty: 2757.853271
	Iteration 16Q: 3 clusters Score -568930.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -569001.625000 Penalty: 2757.853271
	Iteration 17Q: 3 clusters Score -569001.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -569055.062500 Penalty: 2757.853271
	Iteration 18Q: 3 clusters Score -569055.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -569099.187500 Penalty: 2757.853271
	Iteration 19Q: 3 clusters Score -569099.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -569129.187500 Penalty: 2757.853271
	Iteration 20F: 3 clusters Score -569129.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -569156.125000 Penalty: 2757.853271
	Iteration 21Q: 3 clusters Score -569156.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -569182.312500 Penalty: 2757.853271
	Iteration 22Q: 3 clusters Score -569182.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -569198.687500 Penalty: 2757.853271
	Iteration 23Q: 3 clusters Score -569198.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -569219.062500 Penalty: 2757.853271
	Iteration 24Q: 3 clusters Score -569219.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -569233.875000 Penalty: 2757.853271
	Iteration 25Q: 3 clusters Score -569233.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -569244.500000 Penalty: 2757.853271
	Iteration 26Q: 3 clusters Score -569244.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -569258.437500 Penalty: 2757.853271
	Iteration 27Q: 3 clusters Score -569258.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -569267.312500 Penalty: 2757.853271
	Iteration 28Q: 3 clusters Score -569267.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -569278.437500 Penalty: 2757.853271
	Iteration 29Q: 3 clusters Score -569278.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -569288.937500 Penalty: 2757.853271
	Iteration 30Q: 3 clusters Score -569288.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -569301.687500 Penalty: 2757.853271
	Iteration 31Q: 3 clusters Score -569301.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -569307.250000 Penalty: 2757.853271
	Iteration 32Q: 3 clusters Score -569307.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -569311.562500 Penalty: 2757.853271
	Iteration 33Q: 3 clusters Score -569311.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -569316.562500 Penalty: 2757.853271
	Iteration 34Q: 3 clusters Score -569316.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -569322.875000 Penalty: 2757.853271
	Iteration 35Q: 3 clusters Score -569322.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -569329.250000 Penalty: 2757.853271
	Iteration 36Q: 3 clusters Score -569329.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -569331.687500 Penalty: 2757.853271
	Iteration 37Q: 3 clusters Score -569331.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -569333.687500 Penalty: 2757.853271
	Iteration 38Q: 3 clusters Score -569333.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -569334.937500 Penalty: 2757.853271
	Iteration 39Q: 3 clusters Score -569334.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -569337.562500 Penalty: 2757.853271
	Iteration 40F: 3 clusters Score -569337.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -569338.812500 Penalty: 2757.853271
	Iteration 41Q: 3 clusters Score -569338.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -569338.875000 Penalty: 2757.853271
	Iteration 42Q: 3 clusters Score -569338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -569339.562500 Penalty: 2757.853271
	Iteration 43Q: 3 clusters Score -569339.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -569341.625000 Penalty: 2757.853271
	Iteration 44Q: 3 clusters Score -569341.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -569342.750000 Penalty: 2757.853271
	Iteration 45Q: 3 clusters Score -569342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -569340.812500 Penalty: 2757.853271
	Iteration 46Q: 3 clusters Score -569340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -569342.187500 Penalty: 2757.853271
	Iteration 47Q: 3 clusters Score -569342.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -569342.187500 Penalty: 2757.853271
	Iteration 48F: 3 clusters Score -569342.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70559 members 
Entering Unmasked Estep 
Score: -8792840.000000 Penalty: 1814.183228
	Iteration 0F: 2 clusters Score -8792840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -8746937.000000 Penalty: 3628.366455
	Iteration 0F: 3 clusters Score -8746937 nChanged 33346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -8765934.000000 Penalty: 3628.366455
	Iteration 1F: 3 clusters Score -8765934 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -8766700.000000 Penalty: 3628.366455
	Iteration 2Q: 3 clusters Score -8766700 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -8768051.000000 Penalty: 3628.366455
	Iteration 3Q: 3 clusters Score -8768051 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -8770527.000000 Penalty: 3628.366455
	Iteration 4F: 3 clusters Score -8770527 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -8775066.000000 Penalty: 3628.366455
	Iteration 5F: 3 clusters Score -8775066 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -8781310.000000 Penalty: 3628.366455
	Iteration 6F: 3 clusters Score -8781310 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 65970 members 
Entering Unmasked Estep 
Score: -8787046.000000 Penalty: 3628.366455
	Iteration 7F: 3 clusters Score -8787046 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -8789903.000000 Penalty: 3628.366455
	Iteration 8Q: 3 clusters Score -8789903 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 70107 members 
Entering Unmasked Estep 
Score: -8790839.000000 Penalty: 3628.366455
	Iteration 9Q: 3 clusters Score -8790839 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 70331 members 
Entering Unmasked Estep 
Score: -8791064.000000 Penalty: 3628.366455
	Iteration 10Q: 3 clusters Score -8791064 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 70390 members 
Entering Unmasked Estep 
Score: -8791144.000000 Penalty: 3628.366455
	Iteration 11Q: 3 clusters Score -8791144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -8791217.000000 Penalty: 3628.366455
	Iteration 12Q: 3 clusters Score -8791217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -8791240.000000 Penalty: 3628.366455
	Iteration 13Q: 3 clusters Score -8791240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -8791258.000000 Penalty: 3628.366455
	Iteration 14Q: 3 clusters Score -8791258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -8791257.000000 Penalty: 3628.366455
	Iteration 15Q: 3 clusters Score -8791257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -8791253.000000 Penalty: 3628.366455
	Iteration 16Q: 3 clusters Score -8791253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -8791253.000000 Penalty: 3628.366455
	Iteration 17F: 3 clusters Score -8791253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (95871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95871 members 
Entering Unmasked Estep 
Score: -11865455.000000 Penalty: 1863.998291
	Iteration 0F: 2 clusters Score -1.186546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -11803832.000000 Penalty: 3727.996582
	Iteration 0F: 3 clusters Score -1.180383e+07 nChanged 45706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -11830231.000000 Penalty: 3727.996582
	Iteration 1F: 3 clusters Score -1.183023e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -11830761.000000 Penalty: 3727.996582
	Iteration 2Q: 3 clusters Score -1.183076e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -11831376.000000 Penalty: 3727.996582
	Iteration 3Q: 3 clusters Score -1.183138e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -11832307.000000 Penalty: 3727.996582
	Iteration 4Q: 3 clusters Score -1.183231e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -11833704.000000 Penalty: 3727.996582
	Iteration 5Q: 3 clusters Score -1.18337e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -11835857.000000 Penalty: 3727.996582
	Iteration 6Q: 3 clusters Score -1.183586e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -11839332.000000 Penalty: 3727.996582
	Iteration 7F: 3 clusters Score -1.183933e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -11844033.000000 Penalty: 3727.996582
	Iteration 8F: 3 clusters Score -1.184403e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -11848377.000000 Penalty: 3727.996582
	Iteration 9F: 3 clusters Score -1.184838e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -11851506.000000 Penalty: 3727.996582
	Iteration 10Q: 3 clusters Score -1.185151e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -11853196.000000 Penalty: 3727.996582
	Iteration 11Q: 3 clusters Score -1.18532e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75214 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -11853933.000000 Penalty: 3727.996582
	Iteration 12Q: 3 clusters Score -1.185393e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75432 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -11854169.000000 Penalty: 3727.996582
	Iteration 13Q: 3 clusters Score -1.185417e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75593 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -11854289.000000 Penalty: 3727.996582
	Iteration 14Q: 3 clusters Score -1.185429e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75700 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -11854404.000000 Penalty: 3727.996582
	Iteration 15Q: 3 clusters Score -1.18544e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -11854513.000000 Penalty: 3727.996582
	Iteration 16Q: 3 clusters Score -1.185451e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75795 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -11854610.000000 Penalty: 3727.996582
	Iteration 17Q: 3 clusters Score -1.185461e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -11854699.000000 Penalty: 3727.996582
	Iteration 18Q: 3 clusters Score -1.18547e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75716 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -11854810.000000 Penalty: 3727.996582
	Iteration 19Q: 3 clusters Score -1.185481e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75649 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -11854891.000000 Penalty: 3727.996582
	Iteration 20F: 3 clusters Score -1.185489e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75557 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -11854911.000000 Penalty: 3727.996582
	Iteration 21Q: 3 clusters Score -1.185491e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75466 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -11854940.000000 Penalty: 3727.996582
	Iteration 22Q: 3 clusters Score -1.185494e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -11855031.000000 Penalty: 3727.996582
	Iteration 23Q: 3 clusters Score -1.185503e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75205 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -11855097.000000 Penalty: 3727.996582
	Iteration 24Q: 3 clusters Score -1.18551e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -11855132.000000 Penalty: 3727.996582
	Iteration 25Q: 3 clusters Score -1.185513e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74807 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -11855135.000000 Penalty: 3727.996582
	Iteration 26Q: 3 clusters Score -1.185514e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -11855142.000000 Penalty: 3727.996582
	Iteration 27Q: 3 clusters Score -1.185514e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -11855188.000000 Penalty: 3727.996582
	Iteration 28Q: 3 clusters Score -1.185519e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74194 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -11855236.000000 Penalty: 3727.996582
	Iteration 29Q: 3 clusters Score -1.185524e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -11855287.000000 Penalty: 3727.996582
	Iteration 30Q: 3 clusters Score -1.185529e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73849 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -11855341.000000 Penalty: 3727.996582
	Iteration 31Q: 3 clusters Score -1.185534e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73669 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -11855381.000000 Penalty: 3727.996582
	Iteration 32Q: 3 clusters Score -1.185538e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -11855415.000000 Penalty: 3727.996582
	Iteration 33Q: 3 clusters Score -1.185542e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73326 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -11855505.000000 Penalty: 3727.996582
	Iteration 34Q: 3 clusters Score -1.18555e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73167 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -11855507.000000 Penalty: 3727.996582
	Iteration 35Q: 3 clusters Score -1.185551e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72984 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -11855506.000000 Penalty: 3727.996582
	Iteration 36Q: 3 clusters Score -1.185551e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -11855546.000000 Penalty: 3727.996582
	Iteration 37Q: 3 clusters Score -1.185555e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -11855615.000000 Penalty: 3727.996582
	Iteration 38Q: 3 clusters Score -1.185562e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -11855651.000000 Penalty: 3727.996582
	Iteration 39Q: 3 clusters Score -1.185565e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72331 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -11855681.000000 Penalty: 3727.996582
	Iteration 40F: 3 clusters Score -1.185568e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72142 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -11855687.000000 Penalty: 3727.996582
	Iteration 41Q: 3 clusters Score -1.185569e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -11855744.000000 Penalty: 3727.996582
	Iteration 42Q: 3 clusters Score -1.185574e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71732 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -11855759.000000 Penalty: 3727.996582
	Iteration 43Q: 3 clusters Score -1.185576e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71520 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -11855782.000000 Penalty: 3727.996582
	Iteration 44Q: 3 clusters Score -1.185578e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -11855762.000000 Penalty: 3727.996582
	Iteration 45Q: 3 clusters Score -1.185576e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -11855813.000000 Penalty: 3727.996582
	Iteration 46Q: 3 clusters Score -1.185581e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70841 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -11855845.000000 Penalty: 3727.996582
	Iteration 47Q: 3 clusters Score -1.185584e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -11855856.000000 Penalty: 3727.996582
	Iteration 48Q: 3 clusters Score -1.185586e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -11855860.000000 Penalty: 3727.996582
	Iteration 49Q: 3 clusters Score -1.185586e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -11855917.000000 Penalty: 3727.996582
	Iteration 50Q: 3 clusters Score -1.185592e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69700 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -11855970.000000 Penalty: 3727.996582
	Iteration 51Q: 3 clusters Score -1.185597e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69382 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -11855965.000000 Penalty: 3727.996582
	Iteration 52Q: 3 clusters Score -1.185596e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69095 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -11855995.000000 Penalty: 3727.996582
	Iteration 53Q: 3 clusters Score -1.1856e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68823 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -11855964.000000 Penalty: 3727.996582
	Iteration 54Q: 3 clusters Score -1.185596e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68556 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -11856005.000000 Penalty: 3727.996582
	Iteration 55Q: 3 clusters Score -1.1856e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -11856018.000000 Penalty: 3727.996582
	Iteration 56Q: 3 clusters Score -1.185602e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -11856057.000000 Penalty: 3727.996582
	Iteration 57Q: 3 clusters Score -1.185606e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -11856058.000000 Penalty: 3727.996582
	Iteration 58Q: 3 clusters Score -1.185606e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -11856118.000000 Penalty: 3727.996582
	Iteration 59Q: 3 clusters Score -1.185612e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67437 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -11856096.000000 Penalty: 3727.996582
	Iteration 60F: 3 clusters Score -1.18561e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67228 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -11856117.000000 Penalty: 3727.996582
	Iteration 61Q: 3 clusters Score -1.185612e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67016 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -11856161.000000 Penalty: 3727.996582
	Iteration 62Q: 3 clusters Score -1.185616e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -11856151.000000 Penalty: 3727.996582
	Iteration 63Q: 3 clusters Score -1.185615e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -11856201.000000 Penalty: 3727.996582
	Iteration 64Q: 3 clusters Score -1.18562e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -11856242.000000 Penalty: 3727.996582
	Iteration 65Q: 3 clusters Score -1.185624e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -11856264.000000 Penalty: 3727.996582
	Iteration 66Q: 3 clusters Score -1.185626e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65891 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -11856283.000000 Penalty: 3727.996582
	Iteration 67Q: 3 clusters Score -1.185628e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65679 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -11856298.000000 Penalty: 3727.996582
	Iteration 68Q: 3 clusters Score -1.18563e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65458 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -11856359.000000 Penalty: 3727.996582
	Iteration 69Q: 3 clusters Score -1.185636e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -11856349.000000 Penalty: 3727.996582
	Iteration 70Q: 3 clusters Score -1.185635e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -11856392.000000 Penalty: 3727.996582
	Iteration 71Q: 3 clusters Score -1.185639e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64898 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -11856437.000000 Penalty: 3727.996582
	Iteration 72Q: 3 clusters Score -1.185644e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -11856444.000000 Penalty: 3727.996582
	Iteration 73Q: 3 clusters Score -1.185644e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -11856457.000000 Penalty: 3727.996582
	Iteration 74Q: 3 clusters Score -1.185646e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -11856442.000000 Penalty: 3727.996582
	Iteration 75Q: 3 clusters Score -1.185644e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64282 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -11856526.000000 Penalty: 3727.996582
	Iteration 76Q: 3 clusters Score -1.185653e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -11856547.000000 Penalty: 3727.996582
	Iteration 77Q: 3 clusters Score -1.185655e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -11856531.000000 Penalty: 3727.996582
	Iteration 78Q: 3 clusters Score -1.185653e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -11856549.000000 Penalty: 3727.996582
	Iteration 79Q: 3 clusters Score -1.185655e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -11856564.000000 Penalty: 3727.996582
	Iteration 80F: 3 clusters Score -1.185656e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -11856546.000000 Penalty: 3727.996582
	Iteration 81Q: 3 clusters Score -1.185655e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -11856566.000000 Penalty: 3727.996582
	Iteration 82Q: 3 clusters Score -1.185657e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63325 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -11856559.000000 Penalty: 3727.996582
	Iteration 83Q: 3 clusters Score -1.185656e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63218 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -11856559.000000 Penalty: 3727.996582
	Iteration 84Q: 3 clusters Score -1.185656e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -11856562.000000 Penalty: 3727.996582
	Iteration 85Q: 3 clusters Score -1.185656e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -11856564.000000 Penalty: 3727.996582
	Iteration 86Q: 3 clusters Score -1.185656e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -11856560.000000 Penalty: 3727.996582
	Iteration 87Q: 3 clusters Score -1.185656e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -11856522.000000 Penalty: 3727.996582
	Iteration 88Q: 3 clusters Score -1.185652e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -11856541.000000 Penalty: 3727.996582
	Iteration 89Q: 3 clusters Score -1.185654e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -11856578.000000 Penalty: 3727.996582
	Iteration 90Q: 3 clusters Score -1.185658e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62487 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -11856581.000000 Penalty: 3727.996582
	Iteration 91Q: 3 clusters Score -1.185658e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62403 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -11856587.000000 Penalty: 3727.996582
	Iteration 92Q: 3 clusters Score -1.185659e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62307 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -11856591.000000 Penalty: 3727.996582
	Iteration 93Q: 3 clusters Score -1.185659e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -11856573.000000 Penalty: 3727.996582
	Iteration 94Q: 3 clusters Score -1.185657e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -11856584.000000 Penalty: 3727.996582
	Iteration 95Q: 3 clusters Score -1.185658e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -11856577.000000 Penalty: 3727.996582
	Iteration 96Q: 3 clusters Score -1.185658e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -11856567.000000 Penalty: 3727.996582
	Iteration 97Q: 3 clusters Score -1.185657e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61854 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -11856549.000000 Penalty: 3727.996582
	Iteration 98Q: 3 clusters Score -1.185655e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -11856554.000000 Penalty: 3727.996582
	Iteration 99Q: 3 clusters Score -1.185655e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61756 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -11856561.000000 Penalty: 3727.996582
	Iteration 100F: 3 clusters Score -1.185656e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -11856559.000000 Penalty: 3727.996582
	Iteration 101Q: 3 clusters Score -1.185656e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -11856547.000000 Penalty: 3727.996582
	Iteration 102Q: 3 clusters Score -1.185655e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -11856545.000000 Penalty: 3727.996582
	Iteration 103Q: 3 clusters Score -1.185654e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -11856550.000000 Penalty: 3727.996582
	Iteration 104Q: 3 clusters Score -1.185655e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -11856532.000000 Penalty: 3727.996582
	Iteration 105Q: 3 clusters Score -1.185653e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61592 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -11856534.000000 Penalty: 3727.996582
	Iteration 106Q: 3 clusters Score -1.185653e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61562 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -11856520.000000 Penalty: 3727.996582
	Iteration 107Q: 3 clusters Score -1.185652e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -11856532.000000 Penalty: 3727.996582
	Iteration 108Q: 3 clusters Score -1.185653e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61501 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -11856519.000000 Penalty: 3727.996582
	Iteration 109Q: 3 clusters Score -1.185652e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -11856525.000000 Penalty: 3727.996582
	Iteration 110Q: 3 clusters Score -1.185652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61449 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -11856513.000000 Penalty: 3727.996582
	Iteration 111Q: 3 clusters Score -1.185651e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61423 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -11856504.000000 Penalty: 3727.996582
	Iteration 112Q: 3 clusters Score -1.18565e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61392 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -11856492.000000 Penalty: 3727.996582
	Iteration 113Q: 3 clusters Score -1.185649e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -11856498.000000 Penalty: 3727.996582
	Iteration 114Q: 3 clusters Score -1.18565e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -11856510.000000 Penalty: 3727.996582
	Iteration 115Q: 3 clusters Score -1.185651e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61321 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -11856514.000000 Penalty: 3727.996582
	Iteration 116Q: 3 clusters Score -1.185651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -11856506.000000 Penalty: 3727.996582
	Iteration 117Q: 3 clusters Score -1.185651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -11856502.000000 Penalty: 3727.996582
	Iteration 118Q: 3 clusters Score -1.18565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -11856497.000000 Penalty: 3727.996582
	Iteration 119Q: 3 clusters Score -1.18565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61279 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -11856494.000000 Penalty: 3727.996582
	Iteration 120F: 3 clusters Score -1.185649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -11856502.000000 Penalty: 3727.996582
	Iteration 121Q: 3 clusters Score -1.18565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61265 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -11856504.000000 Penalty: 3727.996582
	Iteration 122Q: 3 clusters Score -1.18565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -11856497.000000 Penalty: 3727.996582
	Iteration 123Q: 3 clusters Score -1.18565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -11856493.000000 Penalty: 3727.996582
	Iteration 124Q: 3 clusters Score -1.185649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -11856500.000000 Penalty: 3727.996582
	Iteration 125Q: 3 clusters Score -1.18565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61226 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -11856497.000000 Penalty: 3727.996582
	Iteration 126Q: 3 clusters Score -1.18565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61219 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -11856500.000000 Penalty: 3727.996582
	Iteration 127Q: 3 clusters Score -1.18565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61208 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -11856508.000000 Penalty: 3727.996582
	Iteration 128Q: 3 clusters Score -1.185651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -11856518.000000 Penalty: 3727.996582
	Iteration 129Q: 3 clusters Score -1.185652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -11856524.000000 Penalty: 3727.996582
	Iteration 130Q: 3 clusters Score -1.185652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -11856519.000000 Penalty: 3727.996582
	Iteration 131Q: 3 clusters Score -1.185652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -11856521.000000 Penalty: 3727.996582
	Iteration 132Q: 3 clusters Score -1.185652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61175 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -11856509.000000 Penalty: 3727.996582
	Iteration 133Q: 3 clusters Score -1.185651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -11856514.000000 Penalty: 3727.996582
	Iteration 134Q: 3 clusters Score -1.185651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -11856519.000000 Penalty: 3727.996582
	Iteration 135Q: 3 clusters Score -1.185652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -11856527.000000 Penalty: 3727.996582
	Iteration 136Q: 3 clusters Score -1.185653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61147 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -11856524.000000 Penalty: 3727.996582
	Iteration 137Q: 3 clusters Score -1.185652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -11856529.000000 Penalty: 3727.996582
	Iteration 138Q: 3 clusters Score -1.185653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61141 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -11856525.000000 Penalty: 3727.996582
	Iteration 139Q: 3 clusters Score -1.185652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61139 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -11856531.000000 Penalty: 3727.996582
	Iteration 140F: 3 clusters Score -1.185653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -11856532.000000 Penalty: 3727.996582
	Iteration 141Q: 3 clusters Score -1.185653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61134 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -11856531.000000 Penalty: 3727.996582
	Iteration 142Q: 3 clusters Score -1.185653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -11856521.000000 Penalty: 3727.996582
	Iteration 143Q: 3 clusters Score -1.185652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -11856525.000000 Penalty: 3727.996582
	Iteration 144Q: 3 clusters Score -1.185652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61128 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -11856526.000000 Penalty: 3727.996582
	Iteration 145Q: 3 clusters Score -1.185653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -11856518.000000 Penalty: 3727.996582
	Iteration 146Q: 3 clusters Score -1.185652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -11856517.000000 Penalty: 3727.996582
	Iteration 147Q: 3 clusters Score -1.185652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -11856520.000000 Penalty: 3727.996582
	Iteration 148Q: 3 clusters Score -1.185652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -11856519.000000 Penalty: 3727.996582
	Iteration 149Q: 3 clusters Score -1.185652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -11856512.000000 Penalty: 3727.996582
	Iteration 150Q: 3 clusters Score -1.185651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -11856514.000000 Penalty: 3727.996582
	Iteration 151Q: 3 clusters Score -1.185651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -11856518.000000 Penalty: 3727.996582
	Iteration 152Q: 3 clusters Score -1.185652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -11856511.000000 Penalty: 3727.996582
	Iteration 153Q: 3 clusters Score -1.185651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61088 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -11856523.000000 Penalty: 3727.996582
	Iteration 154Q: 3 clusters Score -1.185652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -11856524.000000 Penalty: 3727.996582
	Iteration 155Q: 3 clusters Score -1.185652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -11856516.000000 Penalty: 3727.996582
	Iteration 156Q: 3 clusters Score -1.185652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61063 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -11856515.000000 Penalty: 3727.996582
	Iteration 157Q: 3 clusters Score -1.185652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -11856516.000000 Penalty: 3727.996582
	Iteration 158Q: 3 clusters Score -1.185652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61055 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -11856516.000000 Penalty: 3727.996582
	Iteration 159Q: 3 clusters Score -1.185652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -11856518.000000 Penalty: 3727.996582
	Iteration 160F: 3 clusters Score -1.185652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -11856516.000000 Penalty: 3727.996582
	Iteration 161Q: 3 clusters Score -1.185652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -11856514.000000 Penalty: 3727.996582
	Iteration 162Q: 3 clusters Score -1.185651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61045 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -11856509.000000 Penalty: 3727.996582
	Iteration 163Q: 3 clusters Score -1.185651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61045 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -11856509.000000 Penalty: 3727.996582
	Iteration 164F: 3 clusters Score -1.185651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 78161 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5747 members 
Mstep: Class 5 contains 57775 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37053 members 
Mstep: Class 9 contains 26596 members 
Mstep: Class 10 contains 1994 members 
Mstep: Class 11 contains 65998 members 
Mstep: Class 12 contains 7897 members 
Mstep: Class 13 contains 55290 members 
Mstep: Class 14 contains 28559 members 
Mstep: Class 15 contains 45960 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70559 members 
Mstep: Class 21 contains 95871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588976.000000 Penalty: 39018.101562
Iteration 319Q: 19 clusters Score -7.558898e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 78165 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5748 members 
Mstep: Class 5 contains 57783 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37053 members 
Mstep: Class 9 contains 26596 members 
Mstep: Class 10 contains 1994 members 
Mstep: Class 11 contains 65993 members 
Mstep: Class 12 contains 7898 members 
Mstep: Class 13 contains 55286 members 
Mstep: Class 14 contains 28566 members 
Mstep: Class 15 contains 45956 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70554 members 
Mstep: Class 21 contains 95868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588928.000000 Penalty: 39018.101562
Iteration 320F: 19 clusters Score -7.558893e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 78169 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5748 members 
Mstep: Class 5 contains 57785 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37058 members 
Mstep: Class 9 contains 26595 members 
Mstep: Class 10 contains 1993 members 
Mstep: Class 11 contains 65993 members 
Mstep: Class 12 contains 7898 members 
Mstep: Class 13 contains 55284 members 
Mstep: Class 14 contains 28571 members 
Mstep: Class 15 contains 45952 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70555 members 
Mstep: Class 21 contains 95861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588984.000000 Penalty: 39018.101562
Iteration 321Q: 19 clusters Score -7.558898e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 78170 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5748 members 
Mstep: Class 5 contains 57785 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37062 members 
Mstep: Class 9 contains 26595 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 65994 members 
Mstep: Class 12 contains 7897 members 
Mstep: Class 13 contains 55283 members 
Mstep: Class 14 contains 28582 members 
Mstep: Class 15 contains 45949 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 70554 members 
Mstep: Class 21 contains 95851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588944.000000 Penalty: 39018.101562
Iteration 322Q: 19 clusters Score -7.558894e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 78168 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5748 members 
Mstep: Class 5 contains 57787 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37060 members 
Mstep: Class 9 contains 26596 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 65989 members 
Mstep: Class 12 contains 7897 members 
Mstep: Class 13 contains 55283 members 
Mstep: Class 14 contains 28591 members 
Mstep: Class 15 contains 45948 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70552 members 
Mstep: Class 21 contains 95853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588920.000000 Penalty: 39018.101562
Iteration 323Q: 19 clusters Score -7.558892e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 78165 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5748 members 
Mstep: Class 5 contains 57792 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37059 members 
Mstep: Class 9 contains 26596 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 65987 members 
Mstep: Class 12 contains 7894 members 
Mstep: Class 13 contains 55282 members 
Mstep: Class 14 contains 28601 members 
Mstep: Class 15 contains 45945 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70554 members 
Mstep: Class 21 contains 95849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588896.000000 Penalty: 39018.101562
Iteration 324Q: 19 clusters Score -7.55889e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 78162 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5748 members 
Mstep: Class 5 contains 57792 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37061 members 
Mstep: Class 9 contains 26595 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 65984 members 
Mstep: Class 12 contains 7891 members 
Mstep: Class 13 contains 55281 members 
Mstep: Class 14 contains 28608 members 
Mstep: Class 15 contains 45945 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70554 members 
Mstep: Class 21 contains 95852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588872.000000 Penalty: 39018.101562
Iteration 325Q: 19 clusters Score -7.558887e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 78162 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5747 members 
Mstep: Class 5 contains 57795 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37064 members 
Mstep: Class 9 contains 26595 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 65975 members 
Mstep: Class 12 contains 7888 members 
Mstep: Class 13 contains 55281 members 
Mstep: Class 14 contains 28616 members 
Mstep: Class 15 contains 45942 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70556 members 
Mstep: Class 21 contains 95853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588904.000000 Penalty: 39018.101562
Iteration 326Q: 19 clusters Score -7.55889e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 78163 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5747 members 
Mstep: Class 5 contains 57795 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37063 members 
Mstep: Class 9 contains 26594 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 65972 members 
Mstep: Class 12 contains 7888 members 
Mstep: Class 13 contains 55278 members 
Mstep: Class 14 contains 28622 members 
Mstep: Class 15 contains 45942 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70556 members 
Mstep: Class 21 contains 95855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588864.000000 Penalty: 39018.101562
Iteration 327Q: 19 clusters Score -7.558886e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 78164 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5747 members 
Mstep: Class 5 contains 57797 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37064 members 
Mstep: Class 9 contains 26594 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 65961 members 
Mstep: Class 12 contains 7886 members 
Mstep: Class 13 contains 55279 members 
Mstep: Class 14 contains 28626 members 
Mstep: Class 15 contains 45943 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70555 members 
Mstep: Class 21 contains 95859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588888.000000 Penalty: 39018.101562
Iteration 328Q: 19 clusters Score -7.558889e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 78162 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5747 members 
Mstep: Class 5 contains 57800 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37065 members 
Mstep: Class 9 contains 26593 members 
Mstep: Class 10 contains 1992 members 
Mstep: Class 11 contains 65960 members 
Mstep: Class 12 contains 7885 members 
Mstep: Class 13 contains 55278 members 
Mstep: Class 14 contains 28630 members 
Mstep: Class 15 contains 45943 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70554 members 
Mstep: Class 21 contains 95858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588920.000000 Penalty: 39018.101562
Iteration 329Q: 19 clusters Score -7.558892e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 78163 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5748 members 
Mstep: Class 5 contains 57805 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37067 members 
Mstep: Class 9 contains 26593 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 65957 members 
Mstep: Class 12 contains 7884 members 
Mstep: Class 13 contains 55279 members 
Mstep: Class 14 contains 28628 members 
Mstep: Class 15 contains 45941 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70553 members 
Mstep: Class 21 contains 95857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588920.000000 Penalty: 39018.101562
Iteration 330Q: 19 clusters Score -7.558892e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 78163 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5747 members 
Mstep: Class 5 contains 57807 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37068 members 
Mstep: Class 9 contains 26593 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 65958 members 
Mstep: Class 12 contains 7883 members 
Mstep: Class 13 contains 55280 members 
Mstep: Class 14 contains 28630 members 
Mstep: Class 15 contains 45937 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70553 members 
Mstep: Class 21 contains 95857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588960.000000 Penalty: 39018.101562
Iteration 331Q: 19 clusters Score -7.558896e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 78165 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5748 members 
Mstep: Class 5 contains 57806 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37070 members 
Mstep: Class 9 contains 26593 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 65961 members 
Mstep: Class 12 contains 7881 members 
Mstep: Class 13 contains 55278 members 
Mstep: Class 14 contains 28634 members 
Mstep: Class 15 contains 45935 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70555 members 
Mstep: Class 21 contains 95848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588976.000000 Penalty: 39018.101562
Iteration 332Q: 19 clusters Score -7.558898e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 78166 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5749 members 
Mstep: Class 5 contains 57803 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37075 members 
Mstep: Class 9 contains 26591 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 65961 members 
Mstep: Class 12 contains 7877 members 
Mstep: Class 13 contains 55276 members 
Mstep: Class 14 contains 28639 members 
Mstep: Class 15 contains 45934 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70553 members 
Mstep: Class 21 contains 95846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588984.000000 Penalty: 39018.101562
Iteration 333Q: 19 clusters Score -7.558898e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 78166 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5752 members 
Mstep: Class 5 contains 57802 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37076 members 
Mstep: Class 9 contains 26588 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 65961 members 
Mstep: Class 12 contains 7871 members 
Mstep: Class 13 contains 55278 members 
Mstep: Class 14 contains 28647 members 
Mstep: Class 15 contains 45931 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70553 members 
Mstep: Class 21 contains 95846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588984.000000 Penalty: 39018.101562
Iteration 334Q: 19 clusters Score -7.558898e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 78168 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 5754 members 
Mstep: Class 5 contains 57797 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37079 members 
Mstep: Class 9 contains 26586 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 65962 members 
Mstep: Class 12 contains 7867 members 
Mstep: Class 13 contains 55274 members 
Mstep: Class 14 contains 28652 members 
Mstep: Class 15 contains 45928 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70555 members 
Mstep: Class 21 contains 95851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588952.000000 Penalty: 39018.101562
Iteration 335Q: 19 clusters Score -7.558895e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 78167 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5754 members 
Mstep: Class 5 contains 57796 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37078 members 
Mstep: Class 9 contains 26585 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 65963 members 
Mstep: Class 12 contains 7865 members 
Mstep: Class 13 contains 55273 members 
Mstep: Class 14 contains 28655 members 
Mstep: Class 15 contains 45927 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70553 members 
Mstep: Class 21 contains 95857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588992.000000 Penalty: 39018.101562
Iteration 336Q: 19 clusters Score -7.558899e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 78162 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5755 members 
Mstep: Class 5 contains 57797 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37078 members 
Mstep: Class 9 contains 26585 members 
Mstep: Class 10 contains 1989 members 
Mstep: Class 11 contains 65962 members 
Mstep: Class 12 contains 7862 members 
Mstep: Class 13 contains 55276 members 
Mstep: Class 14 contains 28660 members 
Mstep: Class 15 contains 45925 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70553 members 
Mstep: Class 21 contains 95860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588952.000000 Penalty: 39018.101562
Iteration 337Q: 19 clusters Score -7.558895e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 78157 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5755 members 
Mstep: Class 5 contains 57798 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37077 members 
Mstep: Class 9 contains 26585 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 65959 members 
Mstep: Class 12 contains 7861 members 
Mstep: Class 13 contains 55278 members 
Mstep: Class 14 contains 28665 members 
Mstep: Class 15 contains 45922 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70554 members 
Mstep: Class 21 contains 95865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588976.000000 Penalty: 39018.101562
Iteration 338Q: 19 clusters Score -7.558898e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 78156 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5755 members 
Mstep: Class 5 contains 57797 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37078 members 
Mstep: Class 9 contains 26585 members 
Mstep: Class 10 contains 1989 members 
Mstep: Class 11 contains 65957 members 
Mstep: Class 12 contains 7856 members 
Mstep: Class 13 contains 55279 members 
Mstep: Class 14 contains 28670 members 
Mstep: Class 15 contains 45921 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70553 members 
Mstep: Class 21 contains 95868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75589008.000000 Penalty: 39018.101562
Iteration 339Q: 19 clusters Score -7.558901e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 78155 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57795 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37080 members 
Mstep: Class 9 contains 26585 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65958 members 
Mstep: Class 12 contains 7855 members 
Mstep: Class 13 contains 55281 members 
Mstep: Class 14 contains 28672 members 
Mstep: Class 15 contains 45920 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70555 members 
Mstep: Class 21 contains 95865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588992.000000 Penalty: 39018.101562
Iteration 340F: 19 clusters Score -7.558899e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 78156 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57792 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37082 members 
Mstep: Class 9 contains 26585 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65959 members 
Mstep: Class 12 contains 7852 members 
Mstep: Class 13 contains 55283 members 
Mstep: Class 14 contains 28680 members 
Mstep: Class 15 contains 45918 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70555 members 
Mstep: Class 21 contains 95859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75589000.000000 Penalty: 39018.101562
Iteration 341Q: 19 clusters Score -7.5589e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 78154 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57794 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37082 members 
Mstep: Class 9 contains 26584 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65961 members 
Mstep: Class 12 contains 7842 members 
Mstep: Class 13 contains 55283 members 
Mstep: Class 14 contains 28692 members 
Mstep: Class 15 contains 45915 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70553 members 
Mstep: Class 21 contains 95862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588984.000000 Penalty: 39018.101562
Iteration 342Q: 19 clusters Score -7.558898e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 78153 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57794 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37082 members 
Mstep: Class 9 contains 26583 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65966 members 
Mstep: Class 12 contains 7829 members 
Mstep: Class 13 contains 55280 members 
Mstep: Class 14 contains 28708 members 
Mstep: Class 15 contains 45913 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70554 members 
Mstep: Class 21 contains 95860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75589040.000000 Penalty: 39018.101562
Iteration 343Q: 19 clusters Score -7.558904e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 78151 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57793 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37081 members 
Mstep: Class 9 contains 26582 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65967 members 
Mstep: Class 12 contains 7821 members 
Mstep: Class 13 contains 55280 members 
Mstep: Class 14 contains 28722 members 
Mstep: Class 15 contains 45911 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70554 members 
Mstep: Class 21 contains 95860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75589016.000000 Penalty: 39018.101562
Iteration 344Q: 19 clusters Score -7.558902e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 78147 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57795 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37079 members 
Mstep: Class 9 contains 26581 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65973 members 
Mstep: Class 12 contains 7816 members 
Mstep: Class 13 contains 55281 members 
Mstep: Class 14 contains 28727 members 
Mstep: Class 15 contains 45912 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70549 members 
Mstep: Class 21 contains 95864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75589016.000000 Penalty: 39018.101562
Iteration 345Q: 19 clusters Score -7.558902e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 78148 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57796 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37081 members 
Mstep: Class 9 contains 26578 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65975 members 
Mstep: Class 12 contains 7811 members 
Mstep: Class 13 contains 55280 members 
Mstep: Class 14 contains 28736 members 
Mstep: Class 15 contains 45910 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70549 members 
Mstep: Class 21 contains 95861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75589024.000000 Penalty: 39018.101562
Iteration 346Q: 19 clusters Score -7.558902e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 78150 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57800 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37083 members 
Mstep: Class 9 contains 26578 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65977 members 
Mstep: Class 12 contains 7804 members 
Mstep: Class 13 contains 55280 members 
Mstep: Class 14 contains 28742 members 
Mstep: Class 15 contains 45907 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70548 members 
Mstep: Class 21 contains 95858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75589024.000000 Penalty: 39018.101562
Iteration 347Q: 19 clusters Score -7.558902e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 78149 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57800 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37087 members 
Mstep: Class 9 contains 26578 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65976 members 
Mstep: Class 12 contains 7805 members 
Mstep: Class 13 contains 55280 members 
Mstep: Class 14 contains 28742 members 
Mstep: Class 15 contains 45905 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70548 members 
Mstep: Class 21 contains 95861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75589040.000000 Penalty: 39018.101562
Iteration 348Q: 19 clusters Score -7.558904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 78150 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57798 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37084 members 
Mstep: Class 9 contains 26578 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65976 members 
Mstep: Class 12 contains 7806 members 
Mstep: Class 13 contains 55282 members 
Mstep: Class 14 contains 28745 members 
Mstep: Class 15 contains 45904 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70549 members 
Mstep: Class 21 contains 95860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588968.000000 Penalty: 39018.101562
Iteration 349Q: 19 clusters Score -7.558897e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 78151 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57797 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37083 members 
Mstep: Class 9 contains 26578 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65974 members 
Mstep: Class 12 contains 7809 members 
Mstep: Class 13 contains 55282 members 
Mstep: Class 14 contains 28748 members 
Mstep: Class 15 contains 45904 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70550 members 
Mstep: Class 21 contains 95858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588984.000000 Penalty: 39018.101562
Iteration 350Q: 19 clusters Score -7.558898e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 78151 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57798 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37084 members 
Mstep: Class 9 contains 26577 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65976 members 
Mstep: Class 12 contains 7806 members 
Mstep: Class 13 contains 55282 members 
Mstep: Class 14 contains 28754 members 
Mstep: Class 15 contains 45902 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70549 members 
Mstep: Class 21 contains 95856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588992.000000 Penalty: 39018.101562
Iteration 351Q: 19 clusters Score -7.558899e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 78153 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57796 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37085 members 
Mstep: Class 9 contains 26577 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65978 members 
Mstep: Class 12 contains 7802 members 
Mstep: Class 13 contains 55281 members 
Mstep: Class 14 contains 28756 members 
Mstep: Class 15 contains 45902 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70549 members 
Mstep: Class 21 contains 95856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588984.000000 Penalty: 39018.101562
Iteration 352Q: 19 clusters Score -7.558898e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 78155 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57794 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37086 members 
Mstep: Class 9 contains 26578 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65978 members 
Mstep: Class 12 contains 7798 members 
Mstep: Class 13 contains 55284 members 
Mstep: Class 14 contains 28758 members 
Mstep: Class 15 contains 45901 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70550 members 
Mstep: Class 21 contains 95853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588992.000000 Penalty: 39018.101562
Iteration 353Q: 19 clusters Score -7.558899e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 78157 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57794 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37086 members 
Mstep: Class 9 contains 26578 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65974 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 55284 members 
Mstep: Class 14 contains 28760 members 
Mstep: Class 15 contains 45901 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70552 members 
Mstep: Class 21 contains 95854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588960.000000 Penalty: 39018.101562
Iteration 354Q: 19 clusters Score -7.558896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 78157 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57793 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37085 members 
Mstep: Class 9 contains 26580 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65977 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 55286 members 
Mstep: Class 14 contains 28758 members 
Mstep: Class 15 contains 45900 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70552 members 
Mstep: Class 21 contains 95853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588968.000000 Penalty: 39018.101562
Iteration 355Q: 19 clusters Score -7.558897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 78158 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57794 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37086 members 
Mstep: Class 9 contains 26580 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65975 members 
Mstep: Class 12 contains 7795 members 
Mstep: Class 13 contains 55289 members 
Mstep: Class 14 contains 28757 members 
Mstep: Class 15 contains 45900 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70551 members 
Mstep: Class 21 contains 95852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75589008.000000 Penalty: 39018.101562
Iteration 356Q: 19 clusters Score -7.558901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 78158 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57795 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37087 members 
Mstep: Class 9 contains 26578 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65976 members 
Mstep: Class 12 contains 7793 members 
Mstep: Class 13 contains 55289 members 
Mstep: Class 14 contains 28759 members 
Mstep: Class 15 contains 45900 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70551 members 
Mstep: Class 21 contains 95852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588992.000000 Penalty: 39018.101562
Iteration 357Q: 19 clusters Score -7.558899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 78160 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57795 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37087 members 
Mstep: Class 9 contains 26577 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65978 members 
Mstep: Class 12 contains 7791 members 
Mstep: Class 13 contains 55289 members 
Mstep: Class 14 contains 28758 members 
Mstep: Class 15 contains 45900 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70552 members 
Mstep: Class 21 contains 95853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588992.000000 Penalty: 39018.101562
Iteration 358Q: 19 clusters Score -7.558899e+07 nChanged 10
Entering ConstructFrom: 
Score: -75588992.000000 Penalty: 39018.101562
Entering ConstructFrom: 
Trying to split cluster 1 (37351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Entering Unmasked Estep 
Score: -4650124.000000 Penalty: 1710.818726
	Iteration 0F: 2 clusters Score -4650124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -4625062.000000 Penalty: 3421.637451
	Iteration 0F: 3 clusters Score -4625062 nChanged 17336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -4635186.500000 Penalty: 3421.637451
	Iteration 1F: 3 clusters Score -4635186 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -4636157.000000 Penalty: 3421.637451
	Iteration 2F: 3 clusters Score -4636157 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -4637595.000000 Penalty: 3421.637451
	Iteration 3F: 3 clusters Score -4637595 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -4639651.500000 Penalty: 3421.637451
	Iteration 4F: 3 clusters Score -4639652 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -4642251.000000 Penalty: 3421.637451
	Iteration 5F: 3 clusters Score -4642251 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -4644664.500000 Penalty: 3421.637451
	Iteration 6F: 3 clusters Score -4644664 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -4646335.500000 Penalty: 3421.637451
	Iteration 7Q: 3 clusters Score -4646336 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -4647203.000000 Penalty: 3421.637451
	Iteration 8Q: 3 clusters Score -4647203 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -4647579.000000 Penalty: 3421.637451
	Iteration 9Q: 3 clusters Score -4647579 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -4647781.000000 Penalty: 3421.637451
	Iteration 10Q: 3 clusters Score -4647781 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -4647928.000000 Penalty: 3421.637451
	Iteration 11Q: 3 clusters Score -4647928 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4648053.500000 Penalty: 3421.637451
	Iteration 12Q: 3 clusters Score -4648054 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4648164.500000 Penalty: 3421.637451
	Iteration 13Q: 3 clusters Score -4648164 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4648262.000000 Penalty: 3421.637451
	Iteration 14Q: 3 clusters Score -4648262 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4648312.500000 Penalty: 3421.637451
	Iteration 15Q: 3 clusters Score -4648312 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4648362.000000 Penalty: 3421.637451
	Iteration 16Q: 3 clusters Score -4648362 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4648421.500000 Penalty: 3421.637451
	Iteration 17Q: 3 clusters Score -4648422 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4648450.500000 Penalty: 3421.637451
	Iteration 18Q: 3 clusters Score -4648450 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4648486.000000 Penalty: 3421.637451
	Iteration 19Q: 3 clusters Score -4648486 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4648516.000000 Penalty: 3421.637451
	Iteration 20F: 3 clusters Score -4648516 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4648572.500000 Penalty: 3421.637451
	Iteration 21Q: 3 clusters Score -4648572 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4648583.000000 Penalty: 3421.637451
	Iteration 22Q: 3 clusters Score -4648583 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4648601.000000 Penalty: 3421.637451
	Iteration 23Q: 3 clusters Score -4648601 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4648629.500000 Penalty: 3421.637451
	Iteration 24Q: 3 clusters Score -4648630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4648645.500000 Penalty: 3421.637451
	Iteration 25Q: 3 clusters Score -4648646 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4648672.000000 Penalty: 3421.637451
	Iteration 26Q: 3 clusters Score -4648672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4648677.000000 Penalty: 3421.637451
	Iteration 27Q: 3 clusters Score -4648677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4648695.000000 Penalty: 3421.637451
	Iteration 28Q: 3 clusters Score -4648695 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4648721.500000 Penalty: 3421.637451
	Iteration 29Q: 3 clusters Score -4648722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4648740.000000 Penalty: 3421.637451
	Iteration 30Q: 3 clusters Score -4648740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4648756.500000 Penalty: 3421.637451
	Iteration 31Q: 3 clusters Score -4648756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4648767.000000 Penalty: 3421.637451
	Iteration 32Q: 3 clusters Score -4648767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4648764.500000 Penalty: 3421.637451
	Iteration 33Q: 3 clusters Score -4648764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4648770.500000 Penalty: 3421.637451
	Iteration 34Q: 3 clusters Score -4648770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4648776.500000 Penalty: 3421.637451
	Iteration 35Q: 3 clusters Score -4648776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4648784.000000 Penalty: 3421.637451
	Iteration 36Q: 3 clusters Score -4648784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4648785.000000 Penalty: 3421.637451
	Iteration 37Q: 3 clusters Score -4648785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4648782.500000 Penalty: 3421.637451
	Iteration 38Q: 3 clusters Score -4648782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4648785.500000 Penalty: 3421.637451
	Iteration 39Q: 3 clusters Score -4648786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4648786.500000 Penalty: 3421.637451
	Iteration 40F: 3 clusters Score -4648786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4648783.500000 Penalty: 3421.637451
	Iteration 41Q: 3 clusters Score -4648784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4648789.500000 Penalty: 3421.637451
	Iteration 42Q: 3 clusters Score -4648790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4648782.000000 Penalty: 3421.637451
	Iteration 43Q: 3 clusters Score -4648782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4648783.000000 Penalty: 3421.637451
	Iteration 44Q: 3 clusters Score -4648783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4648783.000000 Penalty: 3421.637451
	Iteration 45Q: 3 clusters Score -4648783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4648788.000000 Penalty: 3421.637451
	Iteration 46Q: 3 clusters Score -4648788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4648783.500000 Penalty: 3421.637451
	Iteration 47Q: 3 clusters Score -4648784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4648788.500000 Penalty: 3421.637451
	Iteration 48Q: 3 clusters Score -4648788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4648791.000000 Penalty: 3421.637451
	Iteration 49Q: 3 clusters Score -4648791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4648789.000000 Penalty: 3421.637451
	Iteration 50Q: 3 clusters Score -4648789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4648791.000000 Penalty: 3421.637451
	Iteration 51Q: 3 clusters Score -4648791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4648791.500000 Penalty: 3421.637451
	Iteration 52Q: 3 clusters Score -4648792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4648792.500000 Penalty: 3421.637451
	Iteration 53Q: 3 clusters Score -4648792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4648799.000000 Penalty: 3421.637451
	Iteration 54Q: 3 clusters Score -4648799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4648794.500000 Penalty: 3421.637451
	Iteration 55Q: 3 clusters Score -4648794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4648799.500000 Penalty: 3421.637451
	Iteration 56Q: 3 clusters Score -4648800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4648795.500000 Penalty: 3421.637451
	Iteration 57Q: 3 clusters Score -4648796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4648793.000000 Penalty: 3421.637451
	Iteration 58Q: 3 clusters Score -4648793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4648794.500000 Penalty: 3421.637451
	Iteration 59Q: 3 clusters Score -4648794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4648797.000000 Penalty: 3421.637451
	Iteration 60F: 3 clusters Score -4648797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (78161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78161 members 
Entering Unmasked Estep 
Score: -9716881.000000 Penalty: 1830.810547
	Iteration 0F: 2 clusters Score -9716881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -9666287.000000 Penalty: 3661.621094
	Iteration 0F: 3 clusters Score -9666287 nChanged 37228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -9687665.000000 Penalty: 3661.621094
	Iteration 1F: 3 clusters Score -9687665 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -9688468.000000 Penalty: 3661.621094
	Iteration 2Q: 3 clusters Score -9688468 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -9689405.000000 Penalty: 3661.621094
	Iteration 3Q: 3 clusters Score -9689405 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -9690478.000000 Penalty: 3661.621094
	Iteration 4Q: 3 clusters Score -9690478 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -9692179.000000 Penalty: 3661.621094
	Iteration 5Q: 3 clusters Score -9692179 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -9694720.000000 Penalty: 3661.621094
	Iteration 6F: 3 clusters Score -9694720 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 56439 members 
Entering Unmasked Estep 
Score: -9698309.000000 Penalty: 3661.621094
	Iteration 7F: 3 clusters Score -9698309 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -9702769.000000 Penalty: 3661.621094
	Iteration 8F: 3 clusters Score -9702769 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 67173 members 
Entering Unmasked Estep 
Score: -9707084.000000 Penalty: 3661.621094
	Iteration 9F: 3 clusters Score -9707084 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -9710359.000000 Penalty: 3661.621094
	Iteration 10F: 3 clusters Score -9710359 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 74053 members 
Entering Unmasked Estep 
Score: -9712608.000000 Penalty: 3661.621094
	Iteration 11Q: 3 clusters Score -9712608 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 75835 members 
Entering Unmasked Estep 
Score: -9713913.000000 Penalty: 3661.621094
	Iteration 12Q: 3 clusters Score -9713913 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -9714661.000000 Penalty: 3661.621094
	Iteration 13Q: 3 clusters Score -9714661 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -9715005.000000 Penalty: 3661.621094
	Iteration 14Q: 3 clusters Score -9715005 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 77502 members 
Entering Unmasked Estep 
Score: -9715197.000000 Penalty: 3661.621094
	Iteration 15Q: 3 clusters Score -9715197 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 77631 members 
Entering Unmasked Estep 
Score: -9715321.000000 Penalty: 3661.621094
	Iteration 16Q: 3 clusters Score -9715321 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 77700 members 
Entering Unmasked Estep 
Score: -9715390.000000 Penalty: 3661.621094
	Iteration 17Q: 3 clusters Score -9715390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 77749 members 
Entering Unmasked Estep 
Score: -9715424.000000 Penalty: 3661.621094
	Iteration 18Q: 3 clusters Score -9715424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 77772 members 
Entering Unmasked Estep 
Score: -9715445.000000 Penalty: 3661.621094
	Iteration 19Q: 3 clusters Score -9715445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 77787 members 
Entering Unmasked Estep 
Score: -9715475.000000 Penalty: 3661.621094
	Iteration 20F: 3 clusters Score -9715475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -9715494.000000 Penalty: 3661.621094
	Iteration 21Q: 3 clusters Score -9715494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 77807 members 
Entering Unmasked Estep 
Score: -9715495.000000 Penalty: 3661.621094
	Iteration 22Q: 3 clusters Score -9715495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -9715512.000000 Penalty: 3661.621094
	Iteration 23Q: 3 clusters Score -9715512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 77812 members 
Entering Unmasked Estep 
Score: -9715510.000000 Penalty: 3661.621094
	Iteration 24Q: 3 clusters Score -9715510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -9715516.000000 Penalty: 3661.621094
	Iteration 25Q: 3 clusters Score -9715516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -9715521.000000 Penalty: 3661.621094
	Iteration 26Q: 3 clusters Score -9715521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -9715524.000000 Penalty: 3661.621094
	Iteration 27Q: 3 clusters Score -9715524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -9715531.000000 Penalty: 3661.621094
	Iteration 28Q: 3 clusters Score -9715531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 77837 members 
Entering Unmasked Estep 
Score: -9715534.000000 Penalty: 3661.621094
	Iteration 29Q: 3 clusters Score -9715534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 77841 members 
Entering Unmasked Estep 
Score: -9715536.000000 Penalty: 3661.621094
	Iteration 30Q: 3 clusters Score -9715536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 77842 members 
Entering Unmasked Estep 
Score: -9715545.000000 Penalty: 3661.621094
	Iteration 31Q: 3 clusters Score -9715545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 77841 members 
Entering Unmasked Estep 
Score: -9715545.000000 Penalty: 3661.621094
	Iteration 32Q: 3 clusters Score -9715545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 77841 members 
Entering Unmasked Estep 
Score: -9715545.000000 Penalty: 3661.621094
	Iteration 33F: 3 clusters Score -9715545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -46420.925781 Penalty: 987.243713
	Iteration 0F: 2 clusters Score -46420.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45434.800781 Penalty: 1974.487427
	Iteration 0F: 3 clusters Score -45434.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45606.953125 Penalty: 1974.487427
	Iteration 1F: 3 clusters Score -45606.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45665.542969 Penalty: 1974.487427
	Iteration 2F: 3 clusters Score -45665.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45705.722656 Penalty: 1974.487427
	Iteration 3Q: 3 clusters Score -45705.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45765.917969 Penalty: 1974.487427
	Iteration 4Q: 3 clusters Score -45765.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45809.316406 Penalty: 1974.487427
	Iteration 5Q: 3 clusters Score -45809.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45843.867188 Penalty: 1974.487427
	Iteration 6Q: 3 clusters Score -45843.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45868.914062 Penalty: 1974.487427
	Iteration 7Q: 3 clusters Score -45868.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45886.167969 Penalty: 1974.487427
	Iteration 8Q: 3 clusters Score -45886.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45899.632812 Penalty: 1974.487427
	Iteration 9Q: 3 clusters Score -45899.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45909.871094 Penalty: 1974.487427
	Iteration 10Q: 3 clusters Score -45909.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45916.972656 Penalty: 1974.487427
	Iteration 11Q: 3 clusters Score -45916.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45922.750000 Penalty: 1974.487427
	Iteration 12Q: 3 clusters Score -45922.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45926.308594 Penalty: 1974.487427
	Iteration 13Q: 3 clusters Score -45926.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45930.035156 Penalty: 1974.487427
	Iteration 14Q: 3 clusters Score -45930.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45930.035156 Penalty: 1974.487427
	Iteration 15F: 3 clusters Score -45930.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Entering Unmasked Estep 
Score: -712105.250000 Penalty: 1406.924683
	Iteration 0F: 2 clusters Score -712105.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -707613.375000 Penalty: 2813.849365
	Iteration 0F: 3 clusters Score -707613.4 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -708765.750000 Penalty: 2813.849365
	Iteration 1F: 3 clusters Score -708765.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -708897.000000 Penalty: 2813.849365
	Iteration 2F: 3 clusters Score -708897 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -709000.812500 Penalty: 2813.849365
	Iteration 3Q: 3 clusters Score -709000.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -709069.750000 Penalty: 2813.849365
	Iteration 4Q: 3 clusters Score -709069.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -709129.875000 Penalty: 2813.849365
	Iteration 5Q: 3 clusters Score -709129.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -709193.375000 Penalty: 2813.849365
	Iteration 6Q: 3 clusters Score -709193.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -709245.687500 Penalty: 2813.849365
	Iteration 7Q: 3 clusters Score -709245.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -709289.500000 Penalty: 2813.849365
	Iteration 8Q: 3 clusters Score -709289.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -709319.250000 Penalty: 2813.849365
	Iteration 9Q: 3 clusters Score -709319.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -709344.000000 Penalty: 2813.849365
	Iteration 10Q: 3 clusters Score -709344 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -709371.312500 Penalty: 2813.849365
	Iteration 11Q: 3 clusters Score -709371.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -709394.750000 Penalty: 2813.849365
	Iteration 12Q: 3 clusters Score -709394.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -709416.562500 Penalty: 2813.849365
	Iteration 13Q: 3 clusters Score -709416.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -709443.562500 Penalty: 2813.849365
	Iteration 14Q: 3 clusters Score -709443.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -709467.312500 Penalty: 2813.849365
	Iteration 15Q: 3 clusters Score -709467.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -709495.250000 Penalty: 2813.849365
	Iteration 16Q: 3 clusters Score -709495.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -709523.312500 Penalty: 2813.849365
	Iteration 17Q: 3 clusters Score -709523.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -709562.500000 Penalty: 2813.849365
	Iteration 18Q: 3 clusters Score -709562.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -709602.812500 Penalty: 2813.849365
	Iteration 19Q: 3 clusters Score -709602.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -709642.187500 Penalty: 2813.849365
	Iteration 20F: 3 clusters Score -709642.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -709691.500000 Penalty: 2813.849365
	Iteration 21Q: 3 clusters Score -709691.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -709741.937500 Penalty: 2813.849365
	Iteration 22Q: 3 clusters Score -709741.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -709802.250000 Penalty: 2813.849365
	Iteration 23Q: 3 clusters Score -709802.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -709884.875000 Penalty: 2813.849365
	Iteration 24Q: 3 clusters Score -709884.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -709961.687500 Penalty: 2813.849365
	Iteration 25Q: 3 clusters Score -709961.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -710048.375000 Penalty: 2813.849365
	Iteration 26Q: 3 clusters Score -710048.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -710133.875000 Penalty: 2813.849365
	Iteration 27Q: 3 clusters Score -710133.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -710222.125000 Penalty: 2813.849365
	Iteration 28Q: 3 clusters Score -710222.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -710293.562500 Penalty: 2813.849365
	Iteration 29Q: 3 clusters Score -710293.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -710364.562500 Penalty: 2813.849365
	Iteration 30Q: 3 clusters Score -710364.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -710428.125000 Penalty: 2813.849365
	Iteration 31Q: 3 clusters Score -710428.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -710475.687500 Penalty: 2813.849365
	Iteration 32Q: 3 clusters Score -710475.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -710509.500000 Penalty: 2813.849365
	Iteration 33Q: 3 clusters Score -710509.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -710525.312500 Penalty: 2813.849365
	Iteration 34Q: 3 clusters Score -710525.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -710535.500000 Penalty: 2813.849365
	Iteration 35Q: 3 clusters Score -710535.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -710543.250000 Penalty: 2813.849365
	Iteration 36Q: 3 clusters Score -710543.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -710554.687500 Penalty: 2813.849365
	Iteration 37Q: 3 clusters Score -710554.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -710561.312500 Penalty: 2813.849365
	Iteration 38Q: 3 clusters Score -710561.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -710567.687500 Penalty: 2813.849365
	Iteration 39Q: 3 clusters Score -710567.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -710574.750000 Penalty: 2813.849365
	Iteration 40F: 3 clusters Score -710574.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -710579.500000 Penalty: 2813.849365
	Iteration 41Q: 3 clusters Score -710579.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -710586.500000 Penalty: 2813.849365
	Iteration 42Q: 3 clusters Score -710586.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -710589.750000 Penalty: 2813.849365
	Iteration 43Q: 3 clusters Score -710589.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -710592.562500 Penalty: 2813.849365
	Iteration 44Q: 3 clusters Score -710592.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -710597.812500 Penalty: 2813.849365
	Iteration 45Q: 3 clusters Score -710597.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -710600.687500 Penalty: 2813.849365
	Iteration 46Q: 3 clusters Score -710600.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -710603.750000 Penalty: 2813.849365
	Iteration 47Q: 3 clusters Score -710603.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -710606.312500 Penalty: 2813.849365
	Iteration 48Q: 3 clusters Score -710606.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -710609.687500 Penalty: 2813.849365
	Iteration 49Q: 3 clusters Score -710609.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -710612.250000 Penalty: 2813.849365
	Iteration 50Q: 3 clusters Score -710612.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -710616.875000 Penalty: 2813.849365
	Iteration 51Q: 3 clusters Score -710616.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -710623.187500 Penalty: 2813.849365
	Iteration 52Q: 3 clusters Score -710623.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -710626.500000 Penalty: 2813.849365
	Iteration 53Q: 3 clusters Score -710626.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -710630.812500 Penalty: 2813.849365
	Iteration 54Q: 3 clusters Score -710630.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -710636.375000 Penalty: 2813.849365
	Iteration 55Q: 3 clusters Score -710636.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -710638.687500 Penalty: 2813.849365
	Iteration 56Q: 3 clusters Score -710638.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -710640.625000 Penalty: 2813.849365
	Iteration 57Q: 3 clusters Score -710640.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -710641.562500 Penalty: 2813.849365
	Iteration 58Q: 3 clusters Score -710641.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -710642.062500 Penalty: 2813.849365
	Iteration 59Q: 3 clusters Score -710642.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -710641.875000 Penalty: 2813.849365
	Iteration 60F: 3 clusters Score -710641.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -710641.875000 Penalty: 2813.849365
	Iteration 61Q: 3 clusters Score -710641.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -710641.875000 Penalty: 2813.849365
	Iteration 62F: 3 clusters Score -710641.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Entering Unmasked Estep 
Score: -7201584.000000 Penalty: 1781.756836
	Iteration 0F: 2 clusters Score -7201584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -7163472.500000 Penalty: 3563.513672
	Iteration 0F: 3 clusters Score -7163472 nChanged 27166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -7178771.500000 Penalty: 3563.513672
	Iteration 1F: 3 clusters Score -7178772 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -7179192.500000 Penalty: 3563.513672
	Iteration 2Q: 3 clusters Score -7179192 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -7179646.000000 Penalty: 3563.513672
	Iteration 3Q: 3 clusters Score -7179646 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -7180156.500000 Penalty: 3563.513672
	Iteration 4Q: 3 clusters Score -7180156 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -7180947.000000 Penalty: 3563.513672
	Iteration 5Q: 3 clusters Score -7180947 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -7182032.000000 Penalty: 3563.513672
	Iteration 6Q: 3 clusters Score -7182032 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -7183710.500000 Penalty: 3563.513672
	Iteration 7F: 3 clusters Score -7183710 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -7186029.500000 Penalty: 3563.513672
	Iteration 8F: 3 clusters Score -7186030 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -7188874.000000 Penalty: 3563.513672
	Iteration 9F: 3 clusters Score -7188874 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -7191570.000000 Penalty: 3563.513672
	Iteration 10F: 3 clusters Score -7191570 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -7193043.500000 Penalty: 3563.513672
	Iteration 11Q: 3 clusters Score -7193044 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -7193618.000000 Penalty: 3563.513672
	Iteration 12Q: 3 clusters Score -7193618 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -7193950.500000 Penalty: 3563.513672
	Iteration 13Q: 3 clusters Score -7193950 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -7194233.500000 Penalty: 3563.513672
	Iteration 14Q: 3 clusters Score -7194234 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -7194463.000000 Penalty: 3563.513672
	Iteration 15Q: 3 clusters Score -7194463 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -7194740.500000 Penalty: 3563.513672
	Iteration 16Q: 3 clusters Score -7194740 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -7195004.500000 Penalty: 3563.513672
	Iteration 17Q: 3 clusters Score -7195004 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -7195264.000000 Penalty: 3563.513672
	Iteration 18Q: 3 clusters Score -7195264 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -7195515.500000 Penalty: 3563.513672
	Iteration 19Q: 3 clusters Score -7195516 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -7195711.000000 Penalty: 3563.513672
	Iteration 20F: 3 clusters Score -7195711 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -7195960.000000 Penalty: 3563.513672
	Iteration 21Q: 3 clusters Score -7195960 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -7196261.000000 Penalty: 3563.513672
	Iteration 22Q: 3 clusters Score -7196261 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -7196431.000000 Penalty: 3563.513672
	Iteration 23Q: 3 clusters Score -7196431 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -7196602.500000 Penalty: 3563.513672
	Iteration 24Q: 3 clusters Score -7196602 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -7196804.000000 Penalty: 3563.513672
	Iteration 25Q: 3 clusters Score -7196804 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -7196984.500000 Penalty: 3563.513672
	Iteration 26Q: 3 clusters Score -7196984 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -7197188.000000 Penalty: 3563.513672
	Iteration 27Q: 3 clusters Score -7197188 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -7197395.500000 Penalty: 3563.513672
	Iteration 28Q: 3 clusters Score -7197396 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -7197570.500000 Penalty: 3563.513672
	Iteration 29Q: 3 clusters Score -7197570 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -7197772.500000 Penalty: 3563.513672
	Iteration 30Q: 3 clusters Score -7197772 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -7198006.000000 Penalty: 3563.513672
	Iteration 31Q: 3 clusters Score -7198006 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -7198188.000000 Penalty: 3563.513672
	Iteration 32Q: 3 clusters Score -7198188 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -7198423.000000 Penalty: 3563.513672
	Iteration 33Q: 3 clusters Score -7198423 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -7198565.000000 Penalty: 3563.513672
	Iteration 34Q: 3 clusters Score -7198565 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -7198742.500000 Penalty: 3563.513672
	Iteration 35Q: 3 clusters Score -7198742 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -7198950.000000 Penalty: 3563.513672
	Iteration 36Q: 3 clusters Score -7198950 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -7199166.000000 Penalty: 3563.513672
	Iteration 37Q: 3 clusters Score -7199166 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -7199394.000000 Penalty: 3563.513672
	Iteration 38Q: 3 clusters Score -7199394 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -7199555.000000 Penalty: 3563.513672
	Iteration 39Q: 3 clusters Score -7199555 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -7199673.500000 Penalty: 3563.513672
	Iteration 40F: 3 clusters Score -7199674 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -7199761.000000 Penalty: 3563.513672
	Iteration 41Q: 3 clusters Score -7199761 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -7199858.500000 Penalty: 3563.513672
	Iteration 42Q: 3 clusters Score -7199858 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7199924.500000 Penalty: 3563.513672
	Iteration 43Q: 3 clusters Score -7199924 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7199991.000000 Penalty: 3563.513672
	Iteration 44Q: 3 clusters Score -7199991 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55961 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7200044.500000 Penalty: 3563.513672
	Iteration 45Q: 3 clusters Score -7200044 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -7200086.500000 Penalty: 3563.513672
	Iteration 46Q: 3 clusters Score -7200086 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7200122.500000 Penalty: 3563.513672
	Iteration 47Q: 3 clusters Score -7200122 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7200138.000000 Penalty: 3563.513672
	Iteration 48Q: 3 clusters Score -7200138 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7200158.500000 Penalty: 3563.513672
	Iteration 49Q: 3 clusters Score -7200158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -7200178.500000 Penalty: 3563.513672
	Iteration 50Q: 3 clusters Score -7200178 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7200193.000000 Penalty: 3563.513672
	Iteration 51Q: 3 clusters Score -7200193 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7200204.000000 Penalty: 3563.513672
	Iteration 52Q: 3 clusters Score -7200204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7200214.500000 Penalty: 3563.513672
	Iteration 53Q: 3 clusters Score -7200214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7200234.000000 Penalty: 3563.513672
	Iteration 54Q: 3 clusters Score -7200234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7200241.000000 Penalty: 3563.513672
	Iteration 55Q: 3 clusters Score -7200241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7200243.500000 Penalty: 3563.513672
	Iteration 56Q: 3 clusters Score -7200244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7200255.000000 Penalty: 3563.513672
	Iteration 57Q: 3 clusters Score -7200255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7200257.500000 Penalty: 3563.513672
	Iteration 58Q: 3 clusters Score -7200258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7200258.500000 Penalty: 3563.513672
	Iteration 59Q: 3 clusters Score -7200258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7200254.000000 Penalty: 3563.513672
	Iteration 60F: 3 clusters Score -7200254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7200251.500000 Penalty: 3563.513672
	Iteration 61Q: 3 clusters Score -7200252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7200261.000000 Penalty: 3563.513672
	Iteration 62Q: 3 clusters Score -7200261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7200272.500000 Penalty: 3563.513672
	Iteration 63Q: 3 clusters Score -7200272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56900 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7200273.000000 Penalty: 3563.513672
	Iteration 64Q: 3 clusters Score -7200273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -7200277.500000 Penalty: 3563.513672
	Iteration 65Q: 3 clusters Score -7200278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56913 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7200274.000000 Penalty: 3563.513672
	Iteration 66Q: 3 clusters Score -7200274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56919 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7200282.000000 Penalty: 3563.513672
	Iteration 67Q: 3 clusters Score -7200282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7200289.000000 Penalty: 3563.513672
	Iteration 68Q: 3 clusters Score -7200289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56929 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7200292.500000 Penalty: 3563.513672
	Iteration 69Q: 3 clusters Score -7200292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7200285.000000 Penalty: 3563.513672
	Iteration 70Q: 3 clusters Score -7200285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7200285.000000 Penalty: 3563.513672
	Iteration 71F: 3 clusters Score -7200285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -56810.003906 Penalty: 947.203674
	Iteration 0F: 2 clusters Score -56810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55885.171875 Penalty: 1894.407349
	Iteration 0F: 3 clusters Score -55885.17 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55985.171875 Penalty: 1894.407349
	Iteration 1F: 3 clusters Score -55985.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -56015.218750 Penalty: 1894.407349
	Iteration 2Q: 3 clusters Score -56015.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -56024.539062 Penalty: 1894.407349
	Iteration 3Q: 3 clusters Score -56024.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -56032.289062 Penalty: 1894.407349
	Iteration 4Q: 3 clusters Score -56032.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -56034.527344 Penalty: 1894.407349
	Iteration 5Q: 3 clusters Score -56034.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -56035.707031 Penalty: 1894.407349
	Iteration 6Q: 3 clusters Score -56035.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -56035.707031 Penalty: 1894.407349
	Iteration 7F: 3 clusters Score -56035.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -96445.156250 Penalty: 1087.866333
	Iteration 0F: 2 clusters Score -96445.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -95163.695312 Penalty: 2175.732666
	Iteration 0F: 3 clusters Score -95163.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -95380.117188 Penalty: 2175.732666
	Iteration 1F: 3 clusters Score -95380.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95457.710938 Penalty: 2175.732666
	Iteration 2F: 3 clusters Score -95457.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95503.554688 Penalty: 2175.732666
	Iteration 3Q: 3 clusters Score -95503.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95533.195312 Penalty: 2175.732666
	Iteration 4Q: 3 clusters Score -95533.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95555.867188 Penalty: 2175.732666
	Iteration 5Q: 3 clusters Score -95555.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -95583.164062 Penalty: 2175.732666
	Iteration 6Q: 3 clusters Score -95583.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -95609.750000 Penalty: 2175.732666
	Iteration 7Q: 3 clusters Score -95609.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -95636.320312 Penalty: 2175.732666
	Iteration 8Q: 3 clusters Score -95636.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -95669.296875 Penalty: 2175.732666
	Iteration 9Q: 3 clusters Score -95669.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -95723.289062 Penalty: 2175.732666
	Iteration 10Q: 3 clusters Score -95723.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -95799.242188 Penalty: 2175.732666
	Iteration 11Q: 3 clusters Score -95799.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -95883.609375 Penalty: 2175.732666
	Iteration 12Q: 3 clusters Score -95883.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -95951.812500 Penalty: 2175.732666
	Iteration 13Q: 3 clusters Score -95951.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -96031.914062 Penalty: 2175.732666
	Iteration 14Q: 3 clusters Score -96031.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -96091.953125 Penalty: 2175.732666
	Iteration 15Q: 3 clusters Score -96091.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -96113.406250 Penalty: 2175.732666
	Iteration 16Q: 3 clusters Score -96113.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -96121.523438 Penalty: 2175.732666
	Iteration 17Q: 3 clusters Score -96121.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -96123.148438 Penalty: 2175.732666
	Iteration 18Q: 3 clusters Score -96123.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -96123.148438 Penalty: 2175.732666
	Iteration 19F: 3 clusters Score -96123.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Entering Unmasked Estep 
Score: -4615655.500000 Penalty: 1709.666016
	Iteration 0F: 2 clusters Score -4615656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -4590858.000000 Penalty: 3419.332031
	Iteration 0F: 3 clusters Score -4590858 nChanged 17251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -4600340.500000 Penalty: 3419.332031
	Iteration 1F: 3 clusters Score -4600340 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4604939 nChanged 2099
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Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4609980 nChanged 795
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4611102 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4611270 nChanged 460
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4611438 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4611844 nChanged 483
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4612020 nChanged 443
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Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4612190 nChanged 467
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4612375 nChanged 415
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4612519 nChanged 403
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4612680 nChanged 373
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4613042 nChanged 312
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Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4613150 nChanged 283
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4613242 nChanged 270
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Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4613326 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4613400 nChanged 198
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Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4613464 nChanged 177
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Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4613514 nChanged 182
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Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4613554 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4613595 nChanged 147
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Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4613612 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4613639 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4613669 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4613710 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4613758 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4613782 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4613813 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4613840 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -4613886.000000 Penalty: 3419.332031
	Iteration 47Q: 3 clusters Score -4613886 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -4613908.500000 Penalty: 3419.332031
	Iteration 48Q: 3 clusters Score -4613908 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -4613941.000000 Penalty: 3419.332031
	Iteration 49Q: 3 clusters Score -4613941 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4613958 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4613996 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -4614021.500000 Penalty: 3419.332031
	Iteration 52Q: 3 clusters Score -4614022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -4614044.500000 Penalty: 3419.332031
	Iteration 53Q: 3 clusters Score -4614044 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4614062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4614086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -4614112.500000 Penalty: 3419.332031
	Iteration 56Q: 3 clusters Score -4614112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -4614128.000000 Penalty: 3419.332031
	Iteration 57Q: 3 clusters Score -4614128 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -4614144.000000 Penalty: 3419.332031
	Iteration 58Q: 3 clusters Score -4614144 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -4614158.000000 Penalty: 3419.332031
	Iteration 59Q: 3 clusters Score -4614158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -4614151.000000 Penalty: 3419.332031
	Iteration 60F: 3 clusters Score -4614151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4614157 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -4614166.000000 Penalty: 3419.332031
	Iteration 62Q: 3 clusters Score -4614166 nChanged 19
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Mstep: Class 1 contains 1122 members 
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Entering Unmasked Estep 
Score: -4614163.500000 Penalty: 3419.332031
	Iteration 63Q: 3 clusters Score -4614164 nChanged 12
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Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4614170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4614177 nChanged 10
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Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -4614184.000000 Penalty: 3419.332031
	Iteration 66Q: 3 clusters Score -4614184 nChanged 8
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Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4614178 nChanged 4
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Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4614180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -4614182.500000 Penalty: 3419.332031
	Iteration 69Q: 3 clusters Score -4614182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -4614188.000000 Penalty: 3419.332031
	Iteration 70Q: 3 clusters Score -4614188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4614190 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4614188 nChanged 5
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Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4614186 nChanged 11
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Mstep: Class 1 contains 1056 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4614196 nChanged 6
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Mstep: Class 1 contains 1052 members 
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	Iteration 75Q: 3 clusters Score -4614196 nChanged 6
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Mstep: Class 1 contains 1046 members 
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	Iteration 76Q: 3 clusters Score -4614194 nChanged 4
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Mstep: Class 1 contains 1042 members 
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	Iteration 77Q: 3 clusters Score -4614192 nChanged 4
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Mstep: Class 1 contains 1040 members 
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	Iteration 78Q: 3 clusters Score -4614196 nChanged 5
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	Iteration 79Q: 3 clusters Score -4614200 nChanged 5
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Mstep: Class 1 contains 1030 members 
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	Iteration 80F: 3 clusters Score -4614204 nChanged 4
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Mstep: Class 1 contains 1026 members 
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	Iteration 81Q: 3 clusters Score -4614204 nChanged 6
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	Iteration 82Q: 3 clusters Score -4614210 nChanged 5
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Mstep: Class 1 contains 1019 members 
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	Iteration 83Q: 3 clusters Score -4614214 nChanged 4
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4614218 nChanged 3
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Mstep: Class 1 contains 1012 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4614216 nChanged 3
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Mstep: Class 1 contains 1011 members 
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	Iteration 86Q: 3 clusters Score -4614216 nChanged 3
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Mstep: Class 1 contains 1008 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4614212 nChanged 3
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	Iteration 88Q: 3 clusters Score -4614215 nChanged 4
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Mstep: Class 1 contains 1001 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4614212 nChanged 3
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Mstep: Class 1 contains 998 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4614213 nChanged 3
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Mstep: Class 1 contains 995 members 
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Entering Unmasked Estep 
Score: -4614220.000000 Penalty: 3419.332031
	Iteration 91Q: 3 clusters Score -4614220 nChanged 1
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	Iteration 92Q: 3 clusters Score -4614218 nChanged 3
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Mstep: Class 1 contains 991 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4614220 nChanged 3
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4614222 nChanged 4
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Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -4614221.500000 Penalty: 3419.332031
	Iteration 95Q: 3 clusters Score -4614222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -4614220.500000 Penalty: 3419.332031
	Iteration 96Q: 3 clusters Score -4614220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -4614230.500000 Penalty: 3419.332031
	Iteration 97Q: 3 clusters Score -4614230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -4614228.000000 Penalty: 3419.332031
	Iteration 98Q: 3 clusters Score -4614228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4614229.500000 Penalty: 3419.332031
	Iteration 99Q: 3 clusters Score -4614230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4614234.000000 Penalty: 3419.332031
	Iteration 100F: 3 clusters Score -4614234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -4614231.000000 Penalty: 3419.332031
	Iteration 101Q: 3 clusters Score -4614231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -4614234.500000 Penalty: 3419.332031
	Iteration 102Q: 3 clusters Score -4614234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -4614234.500000 Penalty: 3419.332031
	Iteration 103F: 3 clusters Score -4614234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Entering Unmasked Estep 
Score: -3205518.750000 Penalty: 1655.511719
	Iteration 0F: 2 clusters Score -3205519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3187546.750000 Penalty: 3311.023438
	Iteration 0F: 3 clusters Score -3187547 nChanged 12130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3194014.500000 Penalty: 3311.023438
	Iteration 1F: 3 clusters Score -3194014 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -3194318.250000 Penalty: 3311.023438
	Iteration 2Q: 3 clusters Score -3194318 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3194604.500000 Penalty: 3311.023438
	Iteration 3Q: 3 clusters Score -3194604 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -3194912.500000 Penalty: 3311.023438
	Iteration 4Q: 3 clusters Score -3194912 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3195279.500000 Penalty: 3311.023438
	Iteration 5Q: 3 clusters Score -3195280 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3195765.000000 Penalty: 3311.023438
	Iteration 6Q: 3 clusters Score -3195765 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -3196448.500000 Penalty: 3311.023438
	Iteration 7Q: 3 clusters Score -3196448 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -3197470.250000 Penalty: 3311.023438
	Iteration 8F: 3 clusters Score -3197470 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -3198770.000000 Penalty: 3311.023438
	Iteration 9F: 3 clusters Score -3198770 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -3200125.000000 Penalty: 3311.023438
	Iteration 10F: 3 clusters Score -3200125 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3201317.500000 Penalty: 3311.023438
	Iteration 11F: 3 clusters Score -3201318 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -3202209.500000 Penalty: 3311.023438
	Iteration 12Q: 3 clusters Score -3202210 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -3202912.500000 Penalty: 3311.023438
	Iteration 13Q: 3 clusters Score -3202912 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3203398.250000 Penalty: 3311.023438
	Iteration 14Q: 3 clusters Score -3203398 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3203688.000000 Penalty: 3311.023438
	Iteration 15Q: 3 clusters Score -3203688 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -3203874.250000 Penalty: 3311.023438
	Iteration 16Q: 3 clusters Score -3203874 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3204009.250000 Penalty: 3311.023438
	Iteration 17Q: 3 clusters Score -3204009 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -3204107.250000 Penalty: 3311.023438
	Iteration 18Q: 3 clusters Score -3204107 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -3204172.250000 Penalty: 3311.023438
	Iteration 19Q: 3 clusters Score -3204172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -3204218.250000 Penalty: 3311.023438
	Iteration 20F: 3 clusters Score -3204218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3204254.000000 Penalty: 3311.023438
	Iteration 21Q: 3 clusters Score -3204254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -3204295.250000 Penalty: 3311.023438
	Iteration 22Q: 3 clusters Score -3204295 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -3204318.750000 Penalty: 3311.023438
	Iteration 23Q: 3 clusters Score -3204319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3204330.750000 Penalty: 3311.023438
	Iteration 24Q: 3 clusters Score -3204331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -3204344.250000 Penalty: 3311.023438
	Iteration 25Q: 3 clusters Score -3204344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3204351.250000 Penalty: 3311.023438
	Iteration 26Q: 3 clusters Score -3204351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3204355.750000 Penalty: 3311.023438
	Iteration 27Q: 3 clusters Score -3204356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3204365.750000 Penalty: 3311.023438
	Iteration 28Q: 3 clusters Score -3204366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3204370.000000 Penalty: 3311.023438
	Iteration 29Q: 3 clusters Score -3204370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3204367.250000 Penalty: 3311.023438
	Iteration 30Q: 3 clusters Score -3204367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3204366.500000 Penalty: 3311.023438
	Iteration 31Q: 3 clusters Score -3204366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3204371.750000 Penalty: 3311.023438
	Iteration 32Q: 3 clusters Score -3204372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3204378.250000 Penalty: 3311.023438
	Iteration 33Q: 3 clusters Score -3204378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3204380.750000 Penalty: 3311.023438
	Iteration 34Q: 3 clusters Score -3204381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3204384.500000 Penalty: 3311.023438
	Iteration 35Q: 3 clusters Score -3204384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -3204386.000000 Penalty: 3311.023438
	Iteration 36Q: 3 clusters Score -3204386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3204389.000000 Penalty: 3311.023438
	Iteration 37Q: 3 clusters Score -3204389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3204389.750000 Penalty: 3311.023438
	Iteration 38Q: 3 clusters Score -3204390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3204392.500000 Penalty: 3311.023438
	Iteration 39Q: 3 clusters Score -3204392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3204389.250000 Penalty: 3311.023438
	Iteration 40F: 3 clusters Score -3204389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3204388.750000 Penalty: 3311.023438
	Iteration 41Q: 3 clusters Score -3204389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3204393.000000 Penalty: 3311.023438
	Iteration 42Q: 3 clusters Score -3204393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3204390.750000 Penalty: 3311.023438
	Iteration 43Q: 3 clusters Score -3204391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -3204390.500000 Penalty: 3311.023438
	Iteration 44Q: 3 clusters Score -3204390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -3204390.500000 Penalty: 3311.023438
	Iteration 45F: 3 clusters Score -3204390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -252320.562500 Penalty: 1234.168701
	Iteration 0F: 2 clusters Score -252320.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -250211.171875 Penalty: 2468.337402
	Iteration 0F: 3 clusters Score -250211.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -250660.937500 Penalty: 2468.337402
	Iteration 1F: 3 clusters Score -250660.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -250768.234375 Penalty: 2468.337402
	Iteration 2F: 3 clusters Score -250768.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -250825.093750 Penalty: 2468.337402
	Iteration 3Q: 3 clusters Score -250825.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -250869.125000 Penalty: 2468.337402
	Iteration 4Q: 3 clusters Score -250869.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -250901.437500 Penalty: 2468.337402
	Iteration 5Q: 3 clusters Score -250901.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -250922.906250 Penalty: 2468.337402
	Iteration 6Q: 3 clusters Score -250922.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -250934.296875 Penalty: 2468.337402
	Iteration 7Q: 3 clusters Score -250934.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -250942.312500 Penalty: 2468.337402
	Iteration 8Q: 3 clusters Score -250942.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -250946.781250 Penalty: 2468.337402
	Iteration 9Q: 3 clusters Score -250946.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -250951.296875 Penalty: 2468.337402
	Iteration 10Q: 3 clusters Score -250951.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -250954.906250 Penalty: 2468.337402
	Iteration 11Q: 3 clusters Score -250954.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -250956.453125 Penalty: 2468.337402
	Iteration 12Q: 3 clusters Score -250956.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -250956.453125 Penalty: 2468.337402
	Iteration 13F: 3 clusters Score -250956.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (65980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65980 members 
Entering Unmasked Estep 
Score: -8180932.500000 Penalty: 1803.279907
	Iteration 0F: 2 clusters Score -8180932 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 32875 members 
Entering Unmasked Estep 
Score: -8138293.000000 Penalty: 3606.559814
	Iteration 0F: 3 clusters Score -8138293 nChanged 31173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -8156052.000000 Penalty: 3606.559814
	Iteration 1F: 3 clusters Score -8156052 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -8156599.000000 Penalty: 3606.559814
	Iteration 2Q: 3 clusters Score -8156599 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -8157189.000000 Penalty: 3606.559814
	Iteration 3Q: 3 clusters Score -8157189 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -8158179.000000 Penalty: 3606.559814
	Iteration 4Q: 3 clusters Score -8158179 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -8159752.500000 Penalty: 3606.559814
	Iteration 5F: 3 clusters Score -8159752 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -8162664.000000 Penalty: 3606.559814
	Iteration 6F: 3 clusters Score -8162664 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -8167237.000000 Penalty: 3606.559814
	Iteration 7F: 3 clusters Score -8167237 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -8172708.500000 Penalty: 3606.559814
	Iteration 8F: 3 clusters Score -8172708 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -8176650.500000 Penalty: 3606.559814
	Iteration 9F: 3 clusters Score -8176650 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64802 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8178321.000000 Penalty: 3606.559814
	Iteration 10Q: 3 clusters Score -8178321 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8178975.000000 Penalty: 3606.559814
	Iteration 11Q: 3 clusters Score -8178975 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8179167.000000 Penalty: 3606.559814
	Iteration 12Q: 3 clusters Score -8179167 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8179240.000000 Penalty: 3606.559814
	Iteration 13Q: 3 clusters Score -8179240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8179279.500000 Penalty: 3606.559814
	Iteration 14Q: 3 clusters Score -8179280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65827 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8179301.000000 Penalty: 3606.559814
	Iteration 15Q: 3 clusters Score -8179301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65831 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8179319.500000 Penalty: 3606.559814
	Iteration 16Q: 3 clusters Score -8179320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8179335.000000 Penalty: 3606.559814
	Iteration 17Q: 3 clusters Score -8179335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8179341.500000 Penalty: 3606.559814
	Iteration 18Q: 3 clusters Score -8179342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8179363.000000 Penalty: 3606.559814
	Iteration 19Q: 3 clusters Score -8179363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8179371.000000 Penalty: 3606.559814
	Iteration 20F: 3 clusters Score -8179371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65844 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8179382.500000 Penalty: 3606.559814
	Iteration 21Q: 3 clusters Score -8179382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8179386.000000 Penalty: 3606.559814
	Iteration 22Q: 3 clusters Score -8179386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65845 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8179386.000000 Penalty: 3606.559814
	Iteration 23F: 3 clusters Score -8179386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Entering Unmasked Estep 
Score: -963950.062500 Penalty: 1456.096924
	Iteration 0F: 2 clusters Score -963950.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -958239.250000 Penalty: 2912.193848
	Iteration 0F: 3 clusters Score -958239.2 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -959927.625000 Penalty: 2912.193848
	Iteration 1F: 3 clusters Score -959927.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -960137.250000 Penalty: 2912.193848
	Iteration 2F: 3 clusters Score -960137.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -960267.562500 Penalty: 2912.193848
	Iteration 3Q: 3 clusters Score -960267.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -960370.687500 Penalty: 2912.193848
	Iteration 4Q: 3 clusters Score -960370.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -960451.125000 Penalty: 2912.193848
	Iteration 5Q: 3 clusters Score -960451.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -960534.500000 Penalty: 2912.193848
	Iteration 6Q: 3 clusters Score -960534.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -960620.625000 Penalty: 2912.193848
	Iteration 7Q: 3 clusters Score -960620.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -960717.437500 Penalty: 2912.193848
	Iteration 8Q: 3 clusters Score -960717.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -960831.437500 Penalty: 2912.193848
	Iteration 9Q: 3 clusters Score -960831.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -960972.625000 Penalty: 2912.193848
	Iteration 10Q: 3 clusters Score -960972.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -961160.687500 Penalty: 2912.193848
	Iteration 11Q: 3 clusters Score -961160.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -961410.812500 Penalty: 2912.193848
	Iteration 12Q: 3 clusters Score -961410.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -961680.875000 Penalty: 2912.193848
	Iteration 13Q: 3 clusters Score -961680.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -961916.562500 Penalty: 2912.193848
	Iteration 14Q: 3 clusters Score -961916.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -962117.625000 Penalty: 2912.193848
	Iteration 15Q: 3 clusters Score -962117.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -962275.187500 Penalty: 2912.193848
	Iteration 16Q: 3 clusters Score -962275.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -962374.312500 Penalty: 2912.193848
	Iteration 17Q: 3 clusters Score -962374.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -962460.562500 Penalty: 2912.193848
	Iteration 18Q: 3 clusters Score -962460.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -962510.625000 Penalty: 2912.193848
	Iteration 19Q: 3 clusters Score -962510.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -962546.187500 Penalty: 2912.193848
	Iteration 20F: 3 clusters Score -962546.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -962570.812500 Penalty: 2912.193848
	Iteration 21Q: 3 clusters Score -962570.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -962585.687500 Penalty: 2912.193848
	Iteration 22Q: 3 clusters Score -962585.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -962604.312500 Penalty: 2912.193848
	Iteration 23Q: 3 clusters Score -962604.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -962620.375000 Penalty: 2912.193848
	Iteration 24Q: 3 clusters Score -962620.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -962637.312500 Penalty: 2912.193848
	Iteration 25Q: 3 clusters Score -962637.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -962649.937500 Penalty: 2912.193848
	Iteration 26Q: 3 clusters Score -962649.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -962655.125000 Penalty: 2912.193848
	Iteration 27Q: 3 clusters Score -962655.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -962660.062500 Penalty: 2912.193848
	Iteration 28Q: 3 clusters Score -962660.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -962665.500000 Penalty: 2912.193848
	Iteration 29Q: 3 clusters Score -962665.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -962674.250000 Penalty: 2912.193848
	Iteration 30Q: 3 clusters Score -962674.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -962683.937500 Penalty: 2912.193848
	Iteration 31Q: 3 clusters Score -962683.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -962698.125000 Penalty: 2912.193848
	Iteration 32Q: 3 clusters Score -962698.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -962710.625000 Penalty: 2912.193848
	Iteration 33Q: 3 clusters Score -962710.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -962716.937500 Penalty: 2912.193848
	Iteration 34Q: 3 clusters Score -962716.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -962718.062500 Penalty: 2912.193848
	Iteration 35Q: 3 clusters Score -962718.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -962719.812500 Penalty: 2912.193848
	Iteration 36Q: 3 clusters Score -962719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -962721.125000 Penalty: 2912.193848
	Iteration 37Q: 3 clusters Score -962721.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -962726.437500 Penalty: 2912.193848
	Iteration 38Q: 3 clusters Score -962726.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -962729.875000 Penalty: 2912.193848
	Iteration 39Q: 3 clusters Score -962729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -962733.500000 Penalty: 2912.193848
	Iteration 40F: 3 clusters Score -962733.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -962734.500000 Penalty: 2912.193848
	Iteration 41Q: 3 clusters Score -962734.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -962735.375000 Penalty: 2912.193848
	Iteration 42Q: 3 clusters Score -962735.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -962735.375000 Penalty: 2912.193848
	Iteration 43F: 3 clusters Score -962735.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Entering Unmasked Estep 
Score: -6890985.000000 Penalty: 1774.553467
	Iteration 0F: 2 clusters Score -6890985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -6854134.500000 Penalty: 3549.106934
	Iteration 0F: 3 clusters Score -6854134 nChanged 26042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -6868919.500000 Penalty: 3549.106934
	Iteration 1F: 3 clusters Score -6868920 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -6869474.000000 Penalty: 3549.106934
	Iteration 2Q: 3 clusters Score -6869474 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -6870266.000000 Penalty: 3549.106934
	Iteration 3Q: 3 clusters Score -6870266 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -6871426.000000 Penalty: 3549.106934
	Iteration 4Q: 3 clusters Score -6871426 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -6873432.000000 Penalty: 3549.106934
	Iteration 5F: 3 clusters Score -6873432 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -6876303.500000 Penalty: 3549.106934
	Iteration 6F: 3 clusters Score -6876304 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -6879963.000000 Penalty: 3549.106934
	Iteration 7F: 3 clusters Score -6879963 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -6883404.000000 Penalty: 3549.106934
	Iteration 8F: 3 clusters Score -6883404 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -6885785.500000 Penalty: 3549.106934
	Iteration 9Q: 3 clusters Score -6885786 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -6887276.000000 Penalty: 3549.106934
	Iteration 10Q: 3 clusters Score -6887276 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -6887987.000000 Penalty: 3549.106934
	Iteration 11Q: 3 clusters Score -6887987 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -6888480.000000 Penalty: 3549.106934
	Iteration 12Q: 3 clusters Score -6888480 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -6888778.500000 Penalty: 3549.106934
	Iteration 13Q: 3 clusters Score -6888778 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -6889018.500000 Penalty: 3549.106934
	Iteration 14Q: 3 clusters Score -6889018 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -6889163.000000 Penalty: 3549.106934
	Iteration 15Q: 3 clusters Score -6889163 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -6889270.500000 Penalty: 3549.106934
	Iteration 16Q: 3 clusters Score -6889270 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -6889341.500000 Penalty: 3549.106934
	Iteration 17Q: 3 clusters Score -6889342 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -6889388.000000 Penalty: 3549.106934
	Iteration 18Q: 3 clusters Score -6889388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -6889414.500000 Penalty: 3549.106934
	Iteration 19Q: 3 clusters Score -6889414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -6889434.500000 Penalty: 3549.106934
	Iteration 20F: 3 clusters Score -6889434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -6889456.500000 Penalty: 3549.106934
	Iteration 21Q: 3 clusters Score -6889456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -6889464.500000 Penalty: 3549.106934
	Iteration 22Q: 3 clusters Score -6889464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -6889482.000000 Penalty: 3549.106934
	Iteration 23Q: 3 clusters Score -6889482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -6889490.500000 Penalty: 3549.106934
	Iteration 24Q: 3 clusters Score -6889490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -6889494.000000 Penalty: 3549.106934
	Iteration 25Q: 3 clusters Score -6889494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -6889499.500000 Penalty: 3549.106934
	Iteration 26Q: 3 clusters Score -6889500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -6889500.500000 Penalty: 3549.106934
	Iteration 27Q: 3 clusters Score -6889500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 54909 members 
Entering Unmasked Estep 
Score: -6889502.500000 Penalty: 3549.106934
	Iteration 28Q: 3 clusters Score -6889502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -6889505.500000 Penalty: 3549.106934
	Iteration 29Q: 3 clusters Score -6889506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -6889504.500000 Penalty: 3549.106934
	Iteration 30Q: 3 clusters Score -6889504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -6889504.500000 Penalty: 3549.106934
	Iteration 31Q: 3 clusters Score -6889504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -6889514.000000 Penalty: 3549.106934
	Iteration 32Q: 3 clusters Score -6889514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -6889513.000000 Penalty: 3549.106934
	Iteration 33Q: 3 clusters Score -6889513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -6889519.000000 Penalty: 3549.106934
	Iteration 34Q: 3 clusters Score -6889519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -6889526.000000 Penalty: 3549.106934
	Iteration 35Q: 3 clusters Score -6889526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -6889529.000000 Penalty: 3549.106934
	Iteration 36Q: 3 clusters Score -6889529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -6889526.000000 Penalty: 3549.106934
	Iteration 37Q: 3 clusters Score -6889526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -6889524.500000 Penalty: 3549.106934
	Iteration 38Q: 3 clusters Score -6889524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -6889524.500000 Penalty: 3549.106934
	Iteration 39Q: 3 clusters Score -6889524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -6889524.000000 Penalty: 3549.106934
	Iteration 40F: 3 clusters Score -6889524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Entering Unmasked Estep 
Score: -3600758.250000 Penalty: 1668.322754
	Iteration 0F: 2 clusters Score -3600758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3581364.500000 Penalty: 3336.645508
	Iteration 0F: 3 clusters Score -3581364 nChanged 13279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3588801.500000 Penalty: 3336.645508
	Iteration 1F: 3 clusters Score -3588802 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3589194.500000 Penalty: 3336.645508
	Iteration 2Q: 3 clusters Score -3589194 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -3589604.000000 Penalty: 3336.645508
	Iteration 3Q: 3 clusters Score -3589604 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3590015.500000 Penalty: 3336.645508
	Iteration 4Q: 3 clusters Score -3590016 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -3590555.500000 Penalty: 3336.645508
	Iteration 5Q: 3 clusters Score -3590556 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3591275.750000 Penalty: 3336.645508
	Iteration 6Q: 3 clusters Score -3591276 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -3592323.500000 Penalty: 3336.645508
	Iteration 7F: 3 clusters Score -3592324 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3593589.250000 Penalty: 3336.645508
	Iteration 8F: 3 clusters Score -3593589 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -3594905.500000 Penalty: 3336.645508
	Iteration 9F: 3 clusters Score -3594906 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -3595936.250000 Penalty: 3336.645508
	Iteration 10Q: 3 clusters Score -3595936 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -3596719.000000 Penalty: 3336.645508
	Iteration 11Q: 3 clusters Score -3596719 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3597250.500000 Penalty: 3336.645508
	Iteration 12Q: 3 clusters Score -3597250 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3597610.500000 Penalty: 3336.645508
	Iteration 13Q: 3 clusters Score -3597610 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3597919.250000 Penalty: 3336.645508
	Iteration 14Q: 3 clusters Score -3597919 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -3598175.250000 Penalty: 3336.645508
	Iteration 15Q: 3 clusters Score -3598175 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -3598358.250000 Penalty: 3336.645508
	Iteration 16Q: 3 clusters Score -3598358 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3598485.750000 Penalty: 3336.645508
	Iteration 17Q: 3 clusters Score -3598486 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -3598613.500000 Penalty: 3336.645508
	Iteration 18Q: 3 clusters Score -3598614 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -3598750.000000 Penalty: 3336.645508
	Iteration 19Q: 3 clusters Score -3598750 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3598850.000000 Penalty: 3336.645508
	Iteration 20F: 3 clusters Score -3598850 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3598948.750000 Penalty: 3336.645508
	Iteration 21Q: 3 clusters Score -3598949 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -3599028.000000 Penalty: 3336.645508
	Iteration 22Q: 3 clusters Score -3599028 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -3599092.750000 Penalty: 3336.645508
	Iteration 23Q: 3 clusters Score -3599093 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3599148.000000 Penalty: 3336.645508
	Iteration 24Q: 3 clusters Score -3599148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -3599182.750000 Penalty: 3336.645508
	Iteration 25Q: 3 clusters Score -3599183 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -3599201.250000 Penalty: 3336.645508
	Iteration 26Q: 3 clusters Score -3599201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -3599227.500000 Penalty: 3336.645508
	Iteration 27Q: 3 clusters Score -3599228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3599236.500000 Penalty: 3336.645508
	Iteration 28Q: 3 clusters Score -3599236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3599252.250000 Penalty: 3336.645508
	Iteration 29Q: 3 clusters Score -3599252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -3599259.250000 Penalty: 3336.645508
	Iteration 30Q: 3 clusters Score -3599259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3599272.750000 Penalty: 3336.645508
	Iteration 31Q: 3 clusters Score -3599273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -3599279.000000 Penalty: 3336.645508
	Iteration 32Q: 3 clusters Score -3599279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3599281.500000 Penalty: 3336.645508
	Iteration 33Q: 3 clusters Score -3599282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3599282.750000 Penalty: 3336.645508
	Iteration 34Q: 3 clusters Score -3599283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3599281.250000 Penalty: 3336.645508
	Iteration 35Q: 3 clusters Score -3599281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3599284.000000 Penalty: 3336.645508
	Iteration 36Q: 3 clusters Score -3599284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3599287.000000 Penalty: 3336.645508
	Iteration 37Q: 3 clusters Score -3599287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -3599290.000000 Penalty: 3336.645508
	Iteration 38Q: 3 clusters Score -3599290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -3599294.000000 Penalty: 3336.645508
	Iteration 39Q: 3 clusters Score -3599294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -3599298.500000 Penalty: 3336.645508
	Iteration 40F: 3 clusters Score -3599298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -3599297.250000 Penalty: 3336.645508
	Iteration 41Q: 3 clusters Score -3599297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3599297.750000 Penalty: 3336.645508
	Iteration 42Q: 3 clusters Score -3599298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3599299.500000 Penalty: 3336.645508
	Iteration 43Q: 3 clusters Score -3599300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -3599298.250000 Penalty: 3336.645508
	Iteration 44Q: 3 clusters Score -3599298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -3599298.250000 Penalty: 3336.645508
	Iteration 45Q: 3 clusters Score -3599298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -3599298.750000 Penalty: 3336.645508
	Iteration 46Q: 3 clusters Score -3599299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3599301.250000 Penalty: 3336.645508
	Iteration 47Q: 3 clusters Score -3599301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3599301.250000 Penalty: 3336.645508
	Iteration 48F: 3 clusters Score -3599301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Entering Unmasked Estep 
Score: -5706736.500000 Penalty: 1744.310791
	Iteration 0F: 2 clusters Score -5706736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -5675878.000000 Penalty: 3488.621582
	Iteration 0F: 3 clusters Score -5675878 nChanged 21580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -5688122.000000 Penalty: 3488.621582
	Iteration 1F: 3 clusters Score -5688122 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -5688755.500000 Penalty: 3488.621582
	Iteration 2Q: 3 clusters Score -5688756 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -5689749.000000 Penalty: 3488.621582
	Iteration 3Q: 3 clusters Score -5689749 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -5691416.000000 Penalty: 3488.621582
	Iteration 4F: 3 clusters Score -5691416 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -5694139.000000 Penalty: 3488.621582
	Iteration 5F: 3 clusters Score -5694139 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -5697857.000000 Penalty: 3488.621582
	Iteration 6F: 3 clusters Score -5697857 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -5701406.000000 Penalty: 3488.621582
	Iteration 7F: 3 clusters Score -5701406 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -5703681.000000 Penalty: 3488.621582
	Iteration 8Q: 3 clusters Score -5703681 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -5704612.500000 Penalty: 3488.621582
	Iteration 9Q: 3 clusters Score -5704612 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -5704972.500000 Penalty: 3488.621582
	Iteration 10Q: 3 clusters Score -5704972 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -5705114.500000 Penalty: 3488.621582
	Iteration 11Q: 3 clusters Score -5705114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -5705167.000000 Penalty: 3488.621582
	Iteration 12Q: 3 clusters Score -5705167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -5705190.500000 Penalty: 3488.621582
	Iteration 13Q: 3 clusters Score -5705190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -5705212.500000 Penalty: 3488.621582
	Iteration 14Q: 3 clusters Score -5705212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -5705223.500000 Penalty: 3488.621582
	Iteration 15Q: 3 clusters Score -5705224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -5705233.000000 Penalty: 3488.621582
	Iteration 16Q: 3 clusters Score -5705233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -5705237.000000 Penalty: 3488.621582
	Iteration 17Q: 3 clusters Score -5705237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -5705238.000000 Penalty: 3488.621582
	Iteration 18Q: 3 clusters Score -5705238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -5705239.000000 Penalty: 3488.621582
	Iteration 19Q: 3 clusters Score -5705239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -5705243.500000 Penalty: 3488.621582
	Iteration 20F: 3 clusters Score -5705244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -5705241.000000 Penalty: 3488.621582
	Iteration 21Q: 3 clusters Score -5705241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -5705241.000000 Penalty: 3488.621582
	Iteration 22F: 3 clusters Score -5705241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -570073.937500 Penalty: 1378.893188
	Iteration 0F: 2 clusters Score -570073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -566227.062500 Penalty: 2757.786377
	Iteration 0F: 3 clusters Score -566227.1 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -567292.125000 Penalty: 2757.786377
	Iteration 1F: 3 clusters Score -567292.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -567538.812500 Penalty: 2757.786377
	Iteration 2F: 3 clusters Score -567538.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -567747.125000 Penalty: 2757.786377
	Iteration 3F: 3 clusters Score -567747.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -567936.437500 Penalty: 2757.786377
	Iteration 4F: 3 clusters Score -567936.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -568093.812500 Penalty: 2757.786377
	Iteration 5Q: 3 clusters Score -568093.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -568218.687500 Penalty: 2757.786377
	Iteration 6Q: 3 clusters Score -568218.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -568331.000000 Penalty: 2757.786377
	Iteration 7Q: 3 clusters Score -568331 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -568449.250000 Penalty: 2757.786377
	Iteration 8Q: 3 clusters Score -568449.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -568595.437500 Penalty: 2757.786377
	Iteration 9Q: 3 clusters Score -568595.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -568734.312500 Penalty: 2757.786377
	Iteration 10Q: 3 clusters Score -568734.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -568848.625000 Penalty: 2757.786377
	Iteration 11Q: 3 clusters Score -568848.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -568963.062500 Penalty: 2757.786377
	Iteration 12Q: 3 clusters Score -568963.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -569042.812500 Penalty: 2757.786377
	Iteration 13Q: 3 clusters Score -569042.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -569093.375000 Penalty: 2757.786377
	Iteration 14Q: 3 clusters Score -569093.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -569130.125000 Penalty: 2757.786377
	Iteration 15Q: 3 clusters Score -569130.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -569161.437500 Penalty: 2757.786377
	Iteration 16Q: 3 clusters Score -569161.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -569180.375000 Penalty: 2757.786377
	Iteration 17Q: 3 clusters Score -569180.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -569192.500000 Penalty: 2757.786377
	Iteration 18Q: 3 clusters Score -569192.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -569199.187500 Penalty: 2757.786377
	Iteration 19Q: 3 clusters Score -569199.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -569202.437500 Penalty: 2757.786377
	Iteration 20F: 3 clusters Score -569202.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -569205.687500 Penalty: 2757.786377
	Iteration 21Q: 3 clusters Score -569205.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -569208.125000 Penalty: 2757.786377
	Iteration 22Q: 3 clusters Score -569208.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -569210.687500 Penalty: 2757.786377
	Iteration 23Q: 3 clusters Score -569210.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -569211.750000 Penalty: 2757.786377
	Iteration 24Q: 3 clusters Score -569211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -569211.625000 Penalty: 2757.786377
	Iteration 25Q: 3 clusters Score -569211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -569212.750000 Penalty: 2757.786377
	Iteration 26Q: 3 clusters Score -569212.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -569212.750000 Penalty: 2757.786377
	Iteration 27F: 3 clusters Score -569212.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Entering Unmasked Estep 
Score: -8792081.000000 Penalty: 1814.169434
	Iteration 0F: 2 clusters Score -8792081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -8746025.000000 Penalty: 3628.338867
	Iteration 0F: 3 clusters Score -8746025 nChanged 33563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -8765187.000000 Penalty: 3628.338867
	Iteration 1F: 3 clusters Score -8765187 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -8765607.000000 Penalty: 3628.338867
	Iteration 2Q: 3 clusters Score -8765607 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -8766171.000000 Penalty: 3628.338867
	Iteration 3Q: 3 clusters Score -8766171 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -8766775.000000 Penalty: 3628.338867
	Iteration 4Q: 3 clusters Score -8766775 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -8767706.000000 Penalty: 3628.338867
	Iteration 5Q: 3 clusters Score -8767706 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -8769033.000000 Penalty: 3628.338867
	Iteration 6Q: 3 clusters Score -8769033 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -8771053.000000 Penalty: 3628.338867
	Iteration 7F: 3 clusters Score -8771053 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -8774015.000000 Penalty: 3628.338867
	Iteration 8F: 3 clusters Score -8774015 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -8777401.000000 Penalty: 3628.338867
	Iteration 9F: 3 clusters Score -8777401 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -8779664.000000 Penalty: 3628.338867
	Iteration 10F: 3 clusters Score -8779664 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -8780673.000000 Penalty: 3628.338867
	Iteration 11Q: 3 clusters Score -8780673 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -8781091.000000 Penalty: 3628.338867
	Iteration 12Q: 3 clusters Score -8781091 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -8781400.000000 Penalty: 3628.338867
	Iteration 13Q: 3 clusters Score -8781400 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -8781703.000000 Penalty: 3628.338867
	Iteration 14Q: 3 clusters Score -8781703 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -8781954.000000 Penalty: 3628.338867
	Iteration 15Q: 3 clusters Score -8781954 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -8782207.000000 Penalty: 3628.338867
	Iteration 16Q: 3 clusters Score -8782207 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -8782446.000000 Penalty: 3628.338867
	Iteration 17Q: 3 clusters Score -8782446 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -8782779.000000 Penalty: 3628.338867
	Iteration 18Q: 3 clusters Score -8782779 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -8783043.000000 Penalty: 3628.338867
	Iteration 19Q: 3 clusters Score -8783043 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -8783419.000000 Penalty: 3628.338867
	Iteration 20F: 3 clusters Score -8783419 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52868 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -8783746.000000 Penalty: 3628.338867
	Iteration 21Q: 3 clusters Score -8783746 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -8784082.000000 Penalty: 3628.338867
	Iteration 22Q: 3 clusters Score -8784082 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -8784399.000000 Penalty: 3628.338867
	Iteration 23Q: 3 clusters Score -8784399 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -8784722.000000 Penalty: 3628.338867
	Iteration 24Q: 3 clusters Score -8784722 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -8785081.000000 Penalty: 3628.338867
	Iteration 25Q: 3 clusters Score -8785081 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -8785455.000000 Penalty: 3628.338867
	Iteration 26Q: 3 clusters Score -8785455 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -8785797.000000 Penalty: 3628.338867
	Iteration 27Q: 3 clusters Score -8785797 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -8786123.000000 Penalty: 3628.338867
	Iteration 28Q: 3 clusters Score -8786123 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -8786471.000000 Penalty: 3628.338867
	Iteration 29Q: 3 clusters Score -8786471 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -8786800.000000 Penalty: 3628.338867
	Iteration 30Q: 3 clusters Score -8786800 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -8787177.000000 Penalty: 3628.338867
	Iteration 31Q: 3 clusters Score -8787177 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -8787576.000000 Penalty: 3628.338867
	Iteration 32Q: 3 clusters Score -8787576 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -8787974.000000 Penalty: 3628.338867
	Iteration 33Q: 3 clusters Score -8787974 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -8788375.000000 Penalty: 3628.338867
	Iteration 34Q: 3 clusters Score -8788375 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -8788754.000000 Penalty: 3628.338867
	Iteration 35Q: 3 clusters Score -8788754 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -8789184.000000 Penalty: 3628.338867
	Iteration 36Q: 3 clusters Score -8789184 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -8789619.000000 Penalty: 3628.338867
	Iteration 37Q: 3 clusters Score -8789619 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -8789926.000000 Penalty: 3628.338867
	Iteration 38Q: 3 clusters Score -8789926 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -8790125.000000 Penalty: 3628.338867
	Iteration 39Q: 3 clusters Score -8790125 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8790265.000000 Penalty: 3628.338867
	Iteration 40F: 3 clusters Score -8790265 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8790398.000000 Penalty: 3628.338867
	Iteration 41Q: 3 clusters Score -8790398 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68977 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8790479.000000 Penalty: 3628.338867
	Iteration 42Q: 3 clusters Score -8790479 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8790514.000000 Penalty: 3628.338867
	Iteration 43Q: 3 clusters Score -8790514 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8790572.000000 Penalty: 3628.338867
	Iteration 44Q: 3 clusters Score -8790572 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8790579.000000 Penalty: 3628.338867
	Iteration 45Q: 3 clusters Score -8790579 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69436 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8790608.000000 Penalty: 3628.338867
	Iteration 46Q: 3 clusters Score -8790608 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69502 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8790611.000000 Penalty: 3628.338867
	Iteration 47Q: 3 clusters Score -8790611 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69558 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8790614.000000 Penalty: 3628.338867
	Iteration 48Q: 3 clusters Score -8790614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69600 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8790626.000000 Penalty: 3628.338867
	Iteration 49Q: 3 clusters Score -8790626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8790626.000000 Penalty: 3628.338867
	Iteration 50Q: 3 clusters Score -8790626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69670 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8790646.000000 Penalty: 3628.338867
	Iteration 51Q: 3 clusters Score -8790646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8790646.000000 Penalty: 3628.338867
	Iteration 52Q: 3 clusters Score -8790646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8790645.000000 Penalty: 3628.338867
	Iteration 53Q: 3 clusters Score -8790645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8790664.000000 Penalty: 3628.338867
	Iteration 54Q: 3 clusters Score -8790664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8790666.000000 Penalty: 3628.338867
	Iteration 55Q: 3 clusters Score -8790666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69785 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8790671.000000 Penalty: 3628.338867
	Iteration 56Q: 3 clusters Score -8790671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8790675.000000 Penalty: 3628.338867
	Iteration 57Q: 3 clusters Score -8790675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8790671.000000 Penalty: 3628.338867
	Iteration 58Q: 3 clusters Score -8790671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8790672.000000 Penalty: 3628.338867
	Iteration 59Q: 3 clusters Score -8790672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8790667.000000 Penalty: 3628.338867
	Iteration 60F: 3 clusters Score -8790667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8790678.000000 Penalty: 3628.338867
	Iteration 61Q: 3 clusters Score -8790678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69824 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8790672.000000 Penalty: 3628.338867
	Iteration 62Q: 3 clusters Score -8790672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8790668.000000 Penalty: 3628.338867
	Iteration 63Q: 3 clusters Score -8790668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69829 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8790667.000000 Penalty: 3628.338867
	Iteration 64Q: 3 clusters Score -8790667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8790665.000000 Penalty: 3628.338867
	Iteration 65Q: 3 clusters Score -8790665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8790665.000000 Penalty: 3628.338867
	Iteration 66F: 3 clusters Score -8790665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (95854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95854 members 
Entering Unmasked Estep 
Score: -11863316.000000 Penalty: 1863.969482
	Iteration 0F: 2 clusters Score -1.186332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -11801710.000000 Penalty: 3727.938965
	Iteration 0F: 3 clusters Score -1.180171e+07 nChanged 45879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -11828086.000000 Penalty: 3727.938965
	Iteration 1F: 3 clusters Score -1.182809e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -11828800.000000 Penalty: 3727.938965
	Iteration 2Q: 3 clusters Score -1.18288e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -11829759.000000 Penalty: 3727.938965
	Iteration 3Q: 3 clusters Score -1.182976e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -11831050.000000 Penalty: 3727.938965
	Iteration 4Q: 3 clusters Score -1.183105e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 56660 members 
Entering Unmasked Estep 
Score: -11833101.000000 Penalty: 3727.938965
	Iteration 5Q: 3 clusters Score -1.18331e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -11836654.000000 Penalty: 3727.938965
	Iteration 6F: 3 clusters Score -1.183665e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -11841531.000000 Penalty: 3727.938965
	Iteration 7F: 3 clusters Score -1.184153e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 68879 members 
Entering Unmasked Estep 
Score: -11847668.000000 Penalty: 3727.938965
	Iteration 8F: 3 clusters Score -1.184767e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 71050 members 
Entering Unmasked Estep 
Score: -11852301.000000 Penalty: 3727.938965
	Iteration 9F: 3 clusters Score -1.18523e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -11854331.000000 Penalty: 3727.938965
	Iteration 10Q: 3 clusters Score -1.185433e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 72991 members 
Entering Unmasked Estep 
Score: -11855298.000000 Penalty: 3727.938965
	Iteration 11Q: 3 clusters Score -1.18553e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 73892 members 
Entering Unmasked Estep 
Score: -11856042.000000 Penalty: 3727.938965
	Iteration 12Q: 3 clusters Score -1.185604e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -11856756.000000 Penalty: 3727.938965
	Iteration 13Q: 3 clusters Score -1.185676e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -11857442.000000 Penalty: 3727.938965
	Iteration 14Q: 3 clusters Score -1.185744e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -11858002.000000 Penalty: 3727.938965
	Iteration 15Q: 3 clusters Score -1.1858e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 77636 members 
Entering Unmasked Estep 
Score: -11858470.000000 Penalty: 3727.938965
	Iteration 16Q: 3 clusters Score -1.185847e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -11858881.000000 Penalty: 3727.938965
	Iteration 17Q: 3 clusters Score -1.185888e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -11859111.000000 Penalty: 3727.938965
	Iteration 18Q: 3 clusters Score -1.185911e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 80030 members 
Entering Unmasked Estep 
Score: -11859329.000000 Penalty: 3727.938965
	Iteration 19Q: 3 clusters Score -1.185933e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 80670 members 
Entering Unmasked Estep 
Score: -11859504.000000 Penalty: 3727.938965
	Iteration 20F: 3 clusters Score -1.18595e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 81309 members 
Entering Unmasked Estep 
Score: -11859562.000000 Penalty: 3727.938965
	Iteration 21Q: 3 clusters Score -1.185956e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 81986 members 
Entering Unmasked Estep 
Score: -11859703.000000 Penalty: 3727.938965
	Iteration 22Q: 3 clusters Score -1.18597e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 82643 members 
Entering Unmasked Estep 
Score: -11859808.000000 Penalty: 3727.938965
	Iteration 23Q: 3 clusters Score -1.185981e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -11859878.000000 Penalty: 3727.938965
	Iteration 24Q: 3 clusters Score -1.185988e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 83856 members 
Entering Unmasked Estep 
Score: -11859867.000000 Penalty: 3727.938965
	Iteration 25Q: 3 clusters Score -1.185987e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
Score: -11859911.000000 Penalty: 3727.938965
	Iteration 26Q: 3 clusters Score -1.185991e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 84955 members 
Entering Unmasked Estep 
Score: -11859927.000000 Penalty: 3727.938965
	Iteration 27Q: 3 clusters Score -1.185993e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 85473 members 
Entering Unmasked Estep 
Score: -11859933.000000 Penalty: 3727.938965
	Iteration 28Q: 3 clusters Score -1.185993e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 85967 members 
Entering Unmasked Estep 
Score: -11859898.000000 Penalty: 3727.938965
	Iteration 29Q: 3 clusters Score -1.18599e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 86443 members 
Entering Unmasked Estep 
Score: -11859914.000000 Penalty: 3727.938965
	Iteration 30Q: 3 clusters Score -1.185991e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 86919 members 
Entering Unmasked Estep 
Score: -11859992.000000 Penalty: 3727.938965
	Iteration 31Q: 3 clusters Score -1.185999e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 87372 members 
Entering Unmasked Estep 
Score: -11860055.000000 Penalty: 3727.938965
	Iteration 32Q: 3 clusters Score -1.186006e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 87796 members 
Entering Unmasked Estep 
Score: -11860058.000000 Penalty: 3727.938965
	Iteration 33Q: 3 clusters Score -1.186006e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 88214 members 
Entering Unmasked Estep 
Score: -11860273.000000 Penalty: 3727.938965
	Iteration 34Q: 3 clusters Score -1.186027e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 88580 members 
Entering Unmasked Estep 
Score: -11860468.000000 Penalty: 3727.938965
	Iteration 35Q: 3 clusters Score -1.186047e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 88906 members 
Entering Unmasked Estep 
Score: -11860700.000000 Penalty: 3727.938965
	Iteration 36Q: 3 clusters Score -1.18607e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 89213 members 
Entering Unmasked Estep 
Score: -11860899.000000 Penalty: 3727.938965
	Iteration 37Q: 3 clusters Score -1.18609e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 89518 members 
Entering Unmasked Estep 
Score: -11861113.000000 Penalty: 3727.938965
	Iteration 38Q: 3 clusters Score -1.186111e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 89807 members 
Entering Unmasked Estep 
Score: -11861293.000000 Penalty: 3727.938965
	Iteration 39Q: 3 clusters Score -1.186129e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 90066 members 
Entering Unmasked Estep 
Score: -11861337.000000 Penalty: 3727.938965
	Iteration 40F: 3 clusters Score -1.186134e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 90313 members 
Entering Unmasked Estep 
Score: -11861403.000000 Penalty: 3727.938965
	Iteration 41Q: 3 clusters Score -1.18614e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -11861466.000000 Penalty: 3727.938965
	Iteration 42Q: 3 clusters Score -1.186147e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 90762 members 
Entering Unmasked Estep 
Score: -11861561.000000 Penalty: 3727.938965
	Iteration 43Q: 3 clusters Score -1.186156e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
Score: -11861628.000000 Penalty: 3727.938965
	Iteration 44Q: 3 clusters Score -1.186163e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 91140 members 
Entering Unmasked Estep 
Score: -11861715.000000 Penalty: 3727.938965
	Iteration 45Q: 3 clusters Score -1.186172e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 91326 members 
Entering Unmasked Estep 
Score: -11861772.000000 Penalty: 3727.938965
	Iteration 46Q: 3 clusters Score -1.186177e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 91516 members 
Entering Unmasked Estep 
Score: -11861855.000000 Penalty: 3727.938965
	Iteration 47Q: 3 clusters Score -1.186186e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 91681 members 
Entering Unmasked Estep 
Score: -11861932.000000 Penalty: 3727.938965
	Iteration 48Q: 3 clusters Score -1.186193e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 91819 members 
Entering Unmasked Estep 
Score: -11861942.000000 Penalty: 3727.938965
	Iteration 49Q: 3 clusters Score -1.186194e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 91948 members 
Entering Unmasked Estep 
Score: -11862032.000000 Penalty: 3727.938965
	Iteration 50Q: 3 clusters Score -1.186203e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 92096 members 
Entering Unmasked Estep 
Score: -11862098.000000 Penalty: 3727.938965
	Iteration 51Q: 3 clusters Score -1.18621e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 92231 members 
Entering Unmasked Estep 
Score: -11862140.000000 Penalty: 3727.938965
	Iteration 52Q: 3 clusters Score -1.186214e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 92373 members 
Entering Unmasked Estep 
Score: -11862142.000000 Penalty: 3727.938965
	Iteration 53Q: 3 clusters Score -1.186214e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 92500 members 
Entering Unmasked Estep 
Score: -11862179.000000 Penalty: 3727.938965
	Iteration 54Q: 3 clusters Score -1.186218e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 92621 members 
Entering Unmasked Estep 
Score: -11862201.000000 Penalty: 3727.938965
	Iteration 55Q: 3 clusters Score -1.18622e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 92737 members 
Entering Unmasked Estep 
Score: -11862211.000000 Penalty: 3727.938965
	Iteration 56Q: 3 clusters Score -1.186221e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 92825 members 
Entering Unmasked Estep 
Score: -11862204.000000 Penalty: 3727.938965
	Iteration 57Q: 3 clusters Score -1.18622e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 92912 members 
Entering Unmasked Estep 
Score: -11862211.000000 Penalty: 3727.938965
	Iteration 58Q: 3 clusters Score -1.186221e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 92990 members 
Entering Unmasked Estep 
Score: -11862225.000000 Penalty: 3727.938965
	Iteration 59Q: 3 clusters Score -1.186222e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 93074 members 
Entering Unmasked Estep 
Score: -11862256.000000 Penalty: 3727.938965
	Iteration 60F: 3 clusters Score -1.186226e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 93152 members 
Entering Unmasked Estep 
Score: -11862232.000000 Penalty: 3727.938965
	Iteration 61Q: 3 clusters Score -1.186223e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 93223 members 
Entering Unmasked Estep 
Score: -11862229.000000 Penalty: 3727.938965
	Iteration 62Q: 3 clusters Score -1.186223e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 93299 members 
Entering Unmasked Estep 
Score: -11862212.000000 Penalty: 3727.938965
	Iteration 63Q: 3 clusters Score -1.186221e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 93375 members 
Entering Unmasked Estep 
Score: -11862252.000000 Penalty: 3727.938965
	Iteration 64Q: 3 clusters Score -1.186225e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 93454 members 
Entering Unmasked Estep 
Score: -11862243.000000 Penalty: 3727.938965
	Iteration 65Q: 3 clusters Score -1.186224e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 93523 members 
Entering Unmasked Estep 
Score: -11862208.000000 Penalty: 3727.938965
	Iteration 66Q: 3 clusters Score -1.186221e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 93588 members 
Entering Unmasked Estep 
Score: -11862219.000000 Penalty: 3727.938965
	Iteration 67Q: 3 clusters Score -1.186222e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -11862222.000000 Penalty: 3727.938965
	Iteration 68Q: 3 clusters Score -1.186222e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 93733 members 
Entering Unmasked Estep 
Score: -11862176.000000 Penalty: 3727.938965
	Iteration 69Q: 3 clusters Score -1.186218e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 93792 members 
Entering Unmasked Estep 
Score: -11862165.000000 Penalty: 3727.938965
	Iteration 70Q: 3 clusters Score -1.186216e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 93840 members 
Entering Unmasked Estep 
Score: -11862174.000000 Penalty: 3727.938965
	Iteration 71Q: 3 clusters Score -1.186217e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 93900 members 
Entering Unmasked Estep 
Score: -11862175.000000 Penalty: 3727.938965
	Iteration 72Q: 3 clusters Score -1.186218e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 93966 members 
Entering Unmasked Estep 
Score: -11862168.000000 Penalty: 3727.938965
	Iteration 73Q: 3 clusters Score -1.186217e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 94024 members 
Entering Unmasked Estep 
Score: -11862171.000000 Penalty: 3727.938965
	Iteration 74Q: 3 clusters Score -1.186217e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -11862143.000000 Penalty: 3727.938965
	Iteration 75Q: 3 clusters Score -1.186214e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 94129 members 
Entering Unmasked Estep 
Score: -11862143.000000 Penalty: 3727.938965
	Iteration 76Q: 3 clusters Score -1.186214e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 94189 members 
Entering Unmasked Estep 
Score: -11862147.000000 Penalty: 3727.938965
	Iteration 77Q: 3 clusters Score -1.186215e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 94246 members 
Entering Unmasked Estep 
Score: -11862165.000000 Penalty: 3727.938965
	Iteration 78Q: 3 clusters Score -1.186216e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 94302 members 
Entering Unmasked Estep 
Score: -11862159.000000 Penalty: 3727.938965
	Iteration 79Q: 3 clusters Score -1.186216e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 94346 members 
Entering Unmasked Estep 
Score: -11862165.000000 Penalty: 3727.938965
	Iteration 80F: 3 clusters Score -1.186216e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 94398 members 
Entering Unmasked Estep 
Score: -11862166.000000 Penalty: 3727.938965
	Iteration 81Q: 3 clusters Score -1.186217e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 94451 members 
Entering Unmasked Estep 
Score: -11862164.000000 Penalty: 3727.938965
	Iteration 82Q: 3 clusters Score -1.186216e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 94505 members 
Entering Unmasked Estep 
Score: -11862198.000000 Penalty: 3727.938965
	Iteration 83Q: 3 clusters Score -1.18622e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 94560 members 
Entering Unmasked Estep 
Score: -11862181.000000 Penalty: 3727.938965
	Iteration 84Q: 3 clusters Score -1.186218e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 94608 members 
Entering Unmasked Estep 
Score: -11862191.000000 Penalty: 3727.938965
	Iteration 85Q: 3 clusters Score -1.186219e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 94655 members 
Entering Unmasked Estep 
Score: -11862180.000000 Penalty: 3727.938965
	Iteration 86Q: 3 clusters Score -1.186218e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 94701 members 
Entering Unmasked Estep 
Score: -11862166.000000 Penalty: 3727.938965
	Iteration 87Q: 3 clusters Score -1.186217e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 94745 members 
Entering Unmasked Estep 
Score: -11862161.000000 Penalty: 3727.938965
	Iteration 88Q: 3 clusters Score -1.186216e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 94794 members 
Entering Unmasked Estep 
Score: -11862142.000000 Penalty: 3727.938965
	Iteration 89Q: 3 clusters Score -1.186214e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 94853 members 
Entering Unmasked Estep 
Score: -11862153.000000 Penalty: 3727.938965
	Iteration 90Q: 3 clusters Score -1.186215e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 94899 members 
Entering Unmasked Estep 
Score: -11862152.000000 Penalty: 3727.938965
	Iteration 91Q: 3 clusters Score -1.186215e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 94935 members 
Entering Unmasked Estep 
Score: -11862150.000000 Penalty: 3727.938965
	Iteration 92Q: 3 clusters Score -1.186215e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 94979 members 
Entering Unmasked Estep 
Score: -11862138.000000 Penalty: 3727.938965
	Iteration 93Q: 3 clusters Score -1.186214e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -11862127.000000 Penalty: 3727.938965
	Iteration 94Q: 3 clusters Score -1.186213e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 95032 members 
Entering Unmasked Estep 
Score: -11862127.000000 Penalty: 3727.938965
	Iteration 95Q: 3 clusters Score -1.186213e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 95057 members 
Entering Unmasked Estep 
Score: -11862124.000000 Penalty: 3727.938965
	Iteration 96Q: 3 clusters Score -1.186212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 95078 members 
Entering Unmasked Estep 
Score: -11862132.000000 Penalty: 3727.938965
	Iteration 97Q: 3 clusters Score -1.186213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 95095 members 
Entering Unmasked Estep 
Score: -11862138.000000 Penalty: 3727.938965
	Iteration 98Q: 3 clusters Score -1.186214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -11862123.000000 Penalty: 3727.938965
	Iteration 99Q: 3 clusters Score -1.186212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 95120 members 
Entering Unmasked Estep 
Score: -11862122.000000 Penalty: 3727.938965
	Iteration 100F: 3 clusters Score -1.186212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 95130 members 
Entering Unmasked Estep 
Score: -11862119.000000 Penalty: 3727.938965
	Iteration 101Q: 3 clusters Score -1.186212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 95143 members 
Entering Unmasked Estep 
Score: -11862126.000000 Penalty: 3727.938965
	Iteration 102Q: 3 clusters Score -1.186213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 95158 members 
Entering Unmasked Estep 
Score: -11862119.000000 Penalty: 3727.938965
	Iteration 103Q: 3 clusters Score -1.186212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 95169 members 
Entering Unmasked Estep 
Score: -11862125.000000 Penalty: 3727.938965
	Iteration 104Q: 3 clusters Score -1.186212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 95178 members 
Entering Unmasked Estep 
Score: -11862127.000000 Penalty: 3727.938965
	Iteration 105Q: 3 clusters Score -1.186213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 95190 members 
Entering Unmasked Estep 
Score: -11862123.000000 Penalty: 3727.938965
	Iteration 106Q: 3 clusters Score -1.186212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 95205 members 
Entering Unmasked Estep 
Score: -11862118.000000 Penalty: 3727.938965
	Iteration 107Q: 3 clusters Score -1.186212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 95218 members 
Entering Unmasked Estep 
Score: -11862126.000000 Penalty: 3727.938965
	Iteration 108Q: 3 clusters Score -1.186213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -11862119.000000 Penalty: 3727.938965
	Iteration 109Q: 3 clusters Score -1.186212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 95242 members 
Entering Unmasked Estep 
Score: -11862113.000000 Penalty: 3727.938965
	Iteration 110Q: 3 clusters Score -1.186211e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 95257 members 
Entering Unmasked Estep 
Score: -11862112.000000 Penalty: 3727.938965
	Iteration 111Q: 3 clusters Score -1.186211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 95267 members 
Entering Unmasked Estep 
Score: -11862115.000000 Penalty: 3727.938965
	Iteration 112Q: 3 clusters Score -1.186212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 95275 members 
Entering Unmasked Estep 
Score: -11862117.000000 Penalty: 3727.938965
	Iteration 113Q: 3 clusters Score -1.186212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 95283 members 
Entering Unmasked Estep 
Score: -11862114.000000 Penalty: 3727.938965
	Iteration 114Q: 3 clusters Score -1.186211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 95291 members 
Entering Unmasked Estep 
Score: -11862114.000000 Penalty: 3727.938965
	Iteration 115Q: 3 clusters Score -1.186211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 95295 members 
Entering Unmasked Estep 
Score: -11862120.000000 Penalty: 3727.938965
	Iteration 116Q: 3 clusters Score -1.186212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 95298 members 
Entering Unmasked Estep 
Score: -11862117.000000 Penalty: 3727.938965
	Iteration 117Q: 3 clusters Score -1.186212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -11862120.000000 Penalty: 3727.938965
	Iteration 118Q: 3 clusters Score -1.186212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -11862112.000000 Penalty: 3727.938965
	Iteration 119Q: 3 clusters Score -1.186211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 95304 members 
Entering Unmasked Estep 
Score: -11862109.000000 Penalty: 3727.938965
	Iteration 120F: 3 clusters Score -1.186211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 95310 members 
Entering Unmasked Estep 
Score: -11862112.000000 Penalty: 3727.938965
	Iteration 121Q: 3 clusters Score -1.186211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 95317 members 
Entering Unmasked Estep 
Score: -11862111.000000 Penalty: 3727.938965
	Iteration 122Q: 3 clusters Score -1.186211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 95326 members 
Entering Unmasked Estep 
Score: -11862101.000000 Penalty: 3727.938965
	Iteration 123Q: 3 clusters Score -1.18621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 95335 members 
Entering Unmasked Estep 
Score: -11862117.000000 Penalty: 3727.938965
	Iteration 124Q: 3 clusters Score -1.186212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 95341 members 
Entering Unmasked Estep 
Score: -11862107.000000 Penalty: 3727.938965
	Iteration 125Q: 3 clusters Score -1.186211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 95345 members 
Entering Unmasked Estep 
Score: -11862096.000000 Penalty: 3727.938965
	Iteration 126Q: 3 clusters Score -1.18621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 95351 members 
Entering Unmasked Estep 
Score: -11862103.000000 Penalty: 3727.938965
	Iteration 127Q: 3 clusters Score -1.18621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 95354 members 
Entering Unmasked Estep 
Score: -11862110.000000 Penalty: 3727.938965
	Iteration 128Q: 3 clusters Score -1.186211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 95357 members 
Entering Unmasked Estep 
Score: -11862101.000000 Penalty: 3727.938965
	Iteration 129Q: 3 clusters Score -1.18621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -11862092.000000 Penalty: 3727.938965
	Iteration 130Q: 3 clusters Score -1.186209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 95364 members 
Entering Unmasked Estep 
Score: -11862095.000000 Penalty: 3727.938965
	Iteration 131Q: 3 clusters Score -1.18621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 95368 members 
Entering Unmasked Estep 
Score: -11862098.000000 Penalty: 3727.938965
	Iteration 132Q: 3 clusters Score -1.18621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 95371 members 
Entering Unmasked Estep 
Score: -11862096.000000 Penalty: 3727.938965
	Iteration 133Q: 3 clusters Score -1.18621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 95374 members 
Entering Unmasked Estep 
Score: -11862092.000000 Penalty: 3727.938965
	Iteration 134Q: 3 clusters Score -1.186209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 95376 members 
Entering Unmasked Estep 
Score: -11862095.000000 Penalty: 3727.938965
	Iteration 135Q: 3 clusters Score -1.18621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 95376 members 
Entering Unmasked Estep 
Score: -11862095.000000 Penalty: 3727.938965
	Iteration 136F: 3 clusters Score -1.18621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 78161 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57795 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37087 members 
Mstep: Class 9 contains 26576 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65980 members 
Mstep: Class 12 contains 7790 members 
Mstep: Class 13 contains 55289 members 
Mstep: Class 14 contains 28756 members 
Mstep: Class 15 contains 45900 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70553 members 
Mstep: Class 21 contains 95854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588976.000000 Penalty: 39018.101562
Iteration 359Q: 19 clusters Score -7.558898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 78161 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57793 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37087 members 
Mstep: Class 9 contains 26576 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65980 members 
Mstep: Class 12 contains 7790 members 
Mstep: Class 13 contains 55288 members 
Mstep: Class 14 contains 28756 members 
Mstep: Class 15 contains 45900 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70555 members 
Mstep: Class 21 contains 95855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588984.000000 Penalty: 39018.101562
Iteration 360F: 19 clusters Score -7.558898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 78160 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57792 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37087 members 
Mstep: Class 9 contains 26576 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65978 members 
Mstep: Class 12 contains 7790 members 
Mstep: Class 13 contains 55288 members 
Mstep: Class 14 contains 28757 members 
Mstep: Class 15 contains 45899 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70558 members 
Mstep: Class 21 contains 95856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588976.000000 Penalty: 39018.101562
Iteration 361Q: 19 clusters Score -7.558898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 78161 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57790 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37088 members 
Mstep: Class 9 contains 26576 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65976 members 
Mstep: Class 12 contains 7789 members 
Mstep: Class 13 contains 55288 members 
Mstep: Class 14 contains 28759 members 
Mstep: Class 15 contains 45898 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70560 members 
Mstep: Class 21 contains 95856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75589024.000000 Penalty: 39018.101562
Iteration 362Q: 19 clusters Score -7.558902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 78161 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57789 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37088 members 
Mstep: Class 9 contains 26576 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65976 members 
Mstep: Class 12 contains 7788 members 
Mstep: Class 13 contains 55288 members 
Mstep: Class 14 contains 28761 members 
Mstep: Class 15 contains 45898 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70561 members 
Mstep: Class 21 contains 95855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75589008.000000 Penalty: 39018.101562
Iteration 363Q: 19 clusters Score -7.558901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 78161 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57789 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37088 members 
Mstep: Class 9 contains 26576 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65978 members 
Mstep: Class 12 contains 7788 members 
Mstep: Class 13 contains 55288 members 
Mstep: Class 14 contains 28761 members 
Mstep: Class 15 contains 45896 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70561 members 
Mstep: Class 21 contains 95855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588992.000000 Penalty: 39018.101562
Iteration 364Q: 19 clusters Score -7.558899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 78161 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57789 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37088 members 
Mstep: Class 9 contains 26575 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65979 members 
Mstep: Class 12 contains 7788 members 
Mstep: Class 13 contains 55288 members 
Mstep: Class 14 contains 28762 members 
Mstep: Class 15 contains 45895 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70561 members 
Mstep: Class 21 contains 95855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588992.000000 Penalty: 39018.101562
Iteration 365Q: 19 clusters Score -7.558899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 78161 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57789 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37088 members 
Mstep: Class 9 contains 26574 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65980 members 
Mstep: Class 12 contains 7788 members 
Mstep: Class 13 contains 55288 members 
Mstep: Class 14 contains 28762 members 
Mstep: Class 15 contains 45895 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70561 members 
Mstep: Class 21 contains 95855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588992.000000 Penalty: 39018.101562
Iteration 366Q: 19 clusters Score -7.558899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 78161 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57789 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37088 members 
Mstep: Class 9 contains 26573 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65982 members 
Mstep: Class 12 contains 7788 members 
Mstep: Class 13 contains 55288 members 
Mstep: Class 14 contains 28762 members 
Mstep: Class 15 contains 45895 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70561 members 
Mstep: Class 21 contains 95854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588992.000000 Penalty: 39018.101562
Iteration 367Q: 19 clusters Score -7.558899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 78161 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 5756 members 
Mstep: Class 5 contains 57789 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 37088 members 
Mstep: Class 9 contains 26573 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 65982 members 
Mstep: Class 12 contains 7788 members 
Mstep: Class 13 contains 55288 members 
Mstep: Class 14 contains 28762 members 
Mstep: Class 15 contains 45895 members 
Mstep: Class 18 contains 4844 members 
Mstep: Class 19 contains 70561 members 
Mstep: Class 21 contains 95854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75588992.000000 Penalty: 39018.101562
Iteration 368F: 19 clusters Score -7.558899e+07 nChanged 0
Entering ConstructFrom: 
Score: -75588992.000000 Penalty: 39018.101562
Entering ConstructFrom: 
Trying to split cluster 1 (37351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Entering Unmasked Estep 
Score: -4650124.000000 Penalty: 1710.818726
	Iteration 0F: 2 clusters Score -4650124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -4625335.000000 Penalty: 3421.637451
	Iteration 0F: 3 clusters Score -4625335 nChanged 17253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -4634923.500000 Penalty: 3421.637451
	Iteration 1F: 3 clusters Score -4634924 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -4635489.000000 Penalty: 3421.637451
	Iteration 2Q: 3 clusters Score -4635489 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -4636237.500000 Penalty: 3421.637451
	Iteration 3Q: 3 clusters Score -4636238 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -4637253.000000 Penalty: 3421.637451
	Iteration 4F: 3 clusters Score -4637253 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -4638585.000000 Penalty: 3421.637451
	Iteration 5F: 3 clusters Score -4638585 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -4640313.000000 Penalty: 3421.637451
	Iteration 6F: 3 clusters Score -4640313 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -4642365.500000 Penalty: 3421.637451
	Iteration 7F: 3 clusters Score -4642366 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -4644324.500000 Penalty: 3421.637451
	Iteration 8F: 3 clusters Score -4644324 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -4645565.500000 Penalty: 3421.637451
	Iteration 9Q: 3 clusters Score -4645566 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -4646091.500000 Penalty: 3421.637451
	Iteration 10Q: 3 clusters Score -4646092 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -4646397.000000 Penalty: 3421.637451
	Iteration 11Q: 3 clusters Score -4646397 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -4646602.500000 Penalty: 3421.637451
	Iteration 12Q: 3 clusters Score -4646602 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -4646776.500000 Penalty: 3421.637451
	Iteration 13Q: 3 clusters Score -4646776 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -4646920.000000 Penalty: 3421.637451
	Iteration 14Q: 3 clusters Score -4646920 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -4647033.000000 Penalty: 3421.637451
	Iteration 15Q: 3 clusters Score -4647033 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -4647141.500000 Penalty: 3421.637451
	Iteration 16Q: 3 clusters Score -4647142 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -4647246.000000 Penalty: 3421.637451
	Iteration 17Q: 3 clusters Score -4647246 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -4647342.500000 Penalty: 3421.637451
	Iteration 18Q: 3 clusters Score -4647342 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -4647414.500000 Penalty: 3421.637451
	Iteration 19Q: 3 clusters Score -4647414 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -4647529.500000 Penalty: 3421.637451
	Iteration 20F: 3 clusters Score -4647530 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -4647649.000000 Penalty: 3421.637451
	Iteration 21Q: 3 clusters Score -4647649 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -4647766.000000 Penalty: 3421.637451
	Iteration 22Q: 3 clusters Score -4647766 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -4647862.000000 Penalty: 3421.637451
	Iteration 23Q: 3 clusters Score -4647862 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -4647968.000000 Penalty: 3421.637451
	Iteration 24Q: 3 clusters Score -4647968 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4648062.000000 Penalty: 3421.637451
	Iteration 25Q: 3 clusters Score -4648062 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4648135.500000 Penalty: 3421.637451
	Iteration 26Q: 3 clusters Score -4648136 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4648201.000000 Penalty: 3421.637451
	Iteration 27Q: 3 clusters Score -4648201 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4648259.500000 Penalty: 3421.637451
	Iteration 28Q: 3 clusters Score -4648260 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4648326.500000 Penalty: 3421.637451
	Iteration 29Q: 3 clusters Score -4648326 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4648368.500000 Penalty: 3421.637451
	Iteration 30Q: 3 clusters Score -4648368 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4648418.500000 Penalty: 3421.637451
	Iteration 31Q: 3 clusters Score -4648418 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4648450.000000 Penalty: 3421.637451
	Iteration 32Q: 3 clusters Score -4648450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4648474.000000 Penalty: 3421.637451
	Iteration 33Q: 3 clusters Score -4648474 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4648510.000000 Penalty: 3421.637451
	Iteration 34Q: 3 clusters Score -4648510 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4648535.000000 Penalty: 3421.637451
	Iteration 35Q: 3 clusters Score -4648535 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4648546.500000 Penalty: 3421.637451
	Iteration 36Q: 3 clusters Score -4648546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4648557.000000 Penalty: 3421.637451
	Iteration 37Q: 3 clusters Score -4648557 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4648576.500000 Penalty: 3421.637451
	Iteration 38Q: 3 clusters Score -4648576 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4648589.500000 Penalty: 3421.637451
	Iteration 39Q: 3 clusters Score -4648590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4648591.500000 Penalty: 3421.637451
	Iteration 40F: 3 clusters Score -4648592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4648601.000000 Penalty: 3421.637451
	Iteration 41Q: 3 clusters Score -4648601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4648625.500000 Penalty: 3421.637451
	Iteration 42Q: 3 clusters Score -4648626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4648644.000000 Penalty: 3421.637451
	Iteration 43Q: 3 clusters Score -4648644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4648665.000000 Penalty: 3421.637451
	Iteration 44Q: 3 clusters Score -4648665 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4648673.000000 Penalty: 3421.637451
	Iteration 45Q: 3 clusters Score -4648673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4648679.000000 Penalty: 3421.637451
	Iteration 46Q: 3 clusters Score -4648679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4648685.500000 Penalty: 3421.637451
	Iteration 47Q: 3 clusters Score -4648686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4648690.500000 Penalty: 3421.637451
	Iteration 48Q: 3 clusters Score -4648690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4648696.000000 Penalty: 3421.637451
	Iteration 49Q: 3 clusters Score -4648696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4648707.500000 Penalty: 3421.637451
	Iteration 50Q: 3 clusters Score -4648708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4648710.000000 Penalty: 3421.637451
	Iteration 51Q: 3 clusters Score -4648710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4648707.000000 Penalty: 3421.637451
	Iteration 52Q: 3 clusters Score -4648707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4648716.000000 Penalty: 3421.637451
	Iteration 53Q: 3 clusters Score -4648716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4648716.000000 Penalty: 3421.637451
	Iteration 54Q: 3 clusters Score -4648716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4648716.500000 Penalty: 3421.637451
	Iteration 55Q: 3 clusters Score -4648716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4648720.500000 Penalty: 3421.637451
	Iteration 56Q: 3 clusters Score -4648720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4648726.000000 Penalty: 3421.637451
	Iteration 57Q: 3 clusters Score -4648726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4648730.500000 Penalty: 3421.637451
	Iteration 58Q: 3 clusters Score -4648730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4648733.000000 Penalty: 3421.637451
	Iteration 59Q: 3 clusters Score -4648733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4648735.000000 Penalty: 3421.637451
	Iteration 60F: 3 clusters Score -4648735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4648748.000000 Penalty: 3421.637451
	Iteration 61Q: 3 clusters Score -4648748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4648752.000000 Penalty: 3421.637451
	Iteration 62Q: 3 clusters Score -4648752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4648764.000000 Penalty: 3421.637451
	Iteration 63Q: 3 clusters Score -4648764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4648771.500000 Penalty: 3421.637451
	Iteration 64Q: 3 clusters Score -4648772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4648774.000000 Penalty: 3421.637451
	Iteration 65Q: 3 clusters Score -4648774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4648781.000000 Penalty: 3421.637451
	Iteration 66Q: 3 clusters Score -4648781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4648794.500000 Penalty: 3421.637451
	Iteration 67Q: 3 clusters Score -4648794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4648790.000000 Penalty: 3421.637451
	Iteration 68Q: 3 clusters Score -4648790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4648792.500000 Penalty: 3421.637451
	Iteration 69Q: 3 clusters Score -4648792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4648798.500000 Penalty: 3421.637451
	Iteration 70Q: 3 clusters Score -4648798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4648796.000000 Penalty: 3421.637451
	Iteration 71Q: 3 clusters Score -4648796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4648794.500000 Penalty: 3421.637451
	Iteration 72Q: 3 clusters Score -4648794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4648793.500000 Penalty: 3421.637451
	Iteration 73Q: 3 clusters Score -4648794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4648792.000000 Penalty: 3421.637451
	Iteration 74Q: 3 clusters Score -4648792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4648793.500000 Penalty: 3421.637451
	Iteration 75Q: 3 clusters Score -4648794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4648803.000000 Penalty: 3421.637451
	Iteration 76Q: 3 clusters Score -4648803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4648800.500000 Penalty: 3421.637451
	Iteration 77Q: 3 clusters Score -4648800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4648798.000000 Penalty: 3421.637451
	Iteration 78Q: 3 clusters Score -4648798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4648805.500000 Penalty: 3421.637451
	Iteration 79Q: 3 clusters Score -4648806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4648806.500000 Penalty: 3421.637451
	Iteration 80F: 3 clusters Score -4648806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4648802.000000 Penalty: 3421.637451
	Iteration 81Q: 3 clusters Score -4648802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4648804.500000 Penalty: 3421.637451
	Iteration 82Q: 3 clusters Score -4648804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4648804.500000 Penalty: 3421.637451
	Iteration 83F: 3 clusters Score -4648804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (78161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78161 members 
Entering Unmasked Estep 
Score: -9716885.000000 Penalty: 1830.810547
	Iteration 0F: 2 clusters Score -9716885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -9666510.000000 Penalty: 3661.621094
	Iteration 0F: 3 clusters Score -9666510 nChanged 36942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -9687488.000000 Penalty: 3661.621094
	Iteration 1F: 3 clusters Score -9687488 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -9688044.000000 Penalty: 3661.621094
	Iteration 2Q: 3 clusters Score -9688044 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -9688790.000000 Penalty: 3661.621094
	Iteration 3Q: 3 clusters Score -9688790 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -9689765.000000 Penalty: 3661.621094
	Iteration 4Q: 3 clusters Score -9689765 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -9691489.000000 Penalty: 3661.621094
	Iteration 5Q: 3 clusters Score -9691489 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -9694392.000000 Penalty: 3661.621094
	Iteration 6F: 3 clusters Score -9694392 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 57306 members 
Entering Unmasked Estep 
Score: -9698607.000000 Penalty: 3661.621094
	Iteration 7F: 3 clusters Score -9698607 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -9703379.000000 Penalty: 3661.621094
	Iteration 8F: 3 clusters Score -9703379 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -9707346.000000 Penalty: 3661.621094
	Iteration 9F: 3 clusters Score -9707346 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -9710058.000000 Penalty: 3661.621094
	Iteration 10Q: 3 clusters Score -9710058 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 71268 members 
Entering Unmasked Estep 
Score: -9711479.000000 Penalty: 3661.621094
	Iteration 11Q: 3 clusters Score -9711479 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
Score: -9712359.000000 Penalty: 3661.621094
	Iteration 12Q: 3 clusters Score -9712359 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -9712977.000000 Penalty: 3661.621094
	Iteration 13Q: 3 clusters Score -9712977 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -9713424.000000 Penalty: 3661.621094
	Iteration 14Q: 3 clusters Score -9713424 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -9713830.000000 Penalty: 3661.621094
	Iteration 15Q: 3 clusters Score -9713830 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -9714084.000000 Penalty: 3661.621094
	Iteration 16Q: 3 clusters Score -9714084 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 75640 members 
Entering Unmasked Estep 
Score: -9714328.000000 Penalty: 3661.621094
	Iteration 17Q: 3 clusters Score -9714328 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 75997 members 
Entering Unmasked Estep 
Score: -9714532.000000 Penalty: 3661.621094
	Iteration 18Q: 3 clusters Score -9714532 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 76301 members 
Entering Unmasked Estep 
Score: -9714708.000000 Penalty: 3661.621094
	Iteration 19Q: 3 clusters Score -9714708 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 76548 members 
Entering Unmasked Estep 
Score: -9714823.000000 Penalty: 3661.621094
	Iteration 20F: 3 clusters Score -9714823 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -9714904.000000 Penalty: 3661.621094
	Iteration 21Q: 3 clusters Score -9714904 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 76856 members 
Entering Unmasked Estep 
Score: -9714943.000000 Penalty: 3661.621094
	Iteration 22Q: 3 clusters Score -9714943 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 76966 members 
Entering Unmasked Estep 
Score: -9715014.000000 Penalty: 3661.621094
	Iteration 23Q: 3 clusters Score -9715014 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 77055 members 
Entering Unmasked Estep 
Score: -9715052.000000 Penalty: 3661.621094
	Iteration 24Q: 3 clusters Score -9715052 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 77110 members 
Entering Unmasked Estep 
Score: -9715075.000000 Penalty: 3661.621094
	Iteration 25Q: 3 clusters Score -9715075 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 77159 members 
Entering Unmasked Estep 
Score: -9715093.000000 Penalty: 3661.621094
	Iteration 26Q: 3 clusters Score -9715093 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 77201 members 
Entering Unmasked Estep 
Score: -9715112.000000 Penalty: 3661.621094
	Iteration 27Q: 3 clusters Score -9715112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 77242 members 
Entering Unmasked Estep 
Score: -9715119.000000 Penalty: 3661.621094
	Iteration 28Q: 3 clusters Score -9715119 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 77278 members 
Entering Unmasked Estep 
Score: -9715127.000000 Penalty: 3661.621094
	Iteration 29Q: 3 clusters Score -9715127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 77307 members 
Entering Unmasked Estep 
Score: -9715135.000000 Penalty: 3661.621094
	Iteration 30Q: 3 clusters Score -9715135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 77330 members 
Entering Unmasked Estep 
Score: -9715148.000000 Penalty: 3661.621094
	Iteration 31Q: 3 clusters Score -9715148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -9715152.000000 Penalty: 3661.621094
	Iteration 32Q: 3 clusters Score -9715152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -9715184.000000 Penalty: 3661.621094
	Iteration 33Q: 3 clusters Score -9715184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 77392 members 
Entering Unmasked Estep 
Score: -9715205.000000 Penalty: 3661.621094
	Iteration 34Q: 3 clusters Score -9715205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 77403 members 
Entering Unmasked Estep 
Score: -9715218.000000 Penalty: 3661.621094
	Iteration 35Q: 3 clusters Score -9715218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 77420 members 
Entering Unmasked Estep 
Score: -9715216.000000 Penalty: 3661.621094
	Iteration 36Q: 3 clusters Score -9715216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 77437 members 
Entering Unmasked Estep 
Score: -9715219.000000 Penalty: 3661.621094
	Iteration 37Q: 3 clusters Score -9715219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 77449 members 
Entering Unmasked Estep 
Score: -9715233.000000 Penalty: 3661.621094
	Iteration 38Q: 3 clusters Score -9715233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -9715236.000000 Penalty: 3661.621094
	Iteration 39Q: 3 clusters Score -9715236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -9715241.000000 Penalty: 3661.621094
	Iteration 40F: 3 clusters Score -9715241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 77485 members 
Entering Unmasked Estep 
Score: -9715247.000000 Penalty: 3661.621094
	Iteration 41Q: 3 clusters Score -9715247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 77491 members 
Entering Unmasked Estep 
Score: -9715248.000000 Penalty: 3661.621094
	Iteration 42Q: 3 clusters Score -9715248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 77495 members 
Entering Unmasked Estep 
Score: -9715250.000000 Penalty: 3661.621094
	Iteration 43Q: 3 clusters Score -9715250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 77496 members 
Entering Unmasked Estep 
Score: -9715259.000000 Penalty: 3661.621094
	Iteration 44Q: 3 clusters Score -9715259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77501 members 
Entering Unmasked Estep 
Score: -9715265.000000 Penalty: 3661.621094
	Iteration 45Q: 3 clusters Score -9715265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 77504 members 
Entering Unmasked Estep 
Score: -9715267.000000 Penalty: 3661.621094
	Iteration 46Q: 3 clusters Score -9715267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -9715268.000000 Penalty: 3661.621094
	Iteration 47Q: 3 clusters Score -9715268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 77511 members 
Entering Unmasked Estep 
Score: -9715272.000000 Penalty: 3661.621094
	Iteration 48Q: 3 clusters Score -9715272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 77513 members 
Entering Unmasked Estep 
Score: -9715270.000000 Penalty: 3661.621094
	Iteration 49Q: 3 clusters Score -9715270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 77516 members 
Entering Unmasked Estep 
Score: -9715264.000000 Penalty: 3661.621094
	Iteration 50Q: 3 clusters Score -9715264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 77516 members 
Entering Unmasked Estep 
Score: -9715264.000000 Penalty: 3661.621094
	Iteration 51F: 3 clusters Score -9715264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -46420.925781 Penalty: 987.243713
	Iteration 0F: 2 clusters Score -46420.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45419.281250 Penalty: 1974.487427
	Iteration 0F: 3 clusters Score -45419.28 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45598.109375 Penalty: 1974.487427
	Iteration 1F: 3 clusters Score -45598.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45650.527344 Penalty: 1974.487427
	Iteration 2F: 3 clusters Score -45650.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45682.804688 Penalty: 1974.487427
	Iteration 3Q: 3 clusters Score -45682.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45715.214844 Penalty: 1974.487427
	Iteration 4Q: 3 clusters Score -45715.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45727.710938 Penalty: 1974.487427
	Iteration 5Q: 3 clusters Score -45727.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45740.972656 Penalty: 1974.487427
	Iteration 6Q: 3 clusters Score -45740.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45750.828125 Penalty: 1974.487427
	Iteration 7Q: 3 clusters Score -45750.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45764.394531 Penalty: 1974.487427
	Iteration 8Q: 3 clusters Score -45764.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45767.722656 Penalty: 1974.487427
	Iteration 9Q: 3 clusters Score -45767.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45767.722656 Penalty: 1974.487427
	Iteration 10F: 3 clusters Score -45767.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Entering Unmasked Estep 
Score: -712105.250000 Penalty: 1406.924683
	Iteration 0F: 2 clusters Score -712105.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -707600.062500 Penalty: 2813.849365
	Iteration 0F: 3 clusters Score -707600.1 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -708874.937500 Penalty: 2813.849365
	Iteration 1F: 3 clusters Score -708874.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -709017.125000 Penalty: 2813.849365
	Iteration 2F: 3 clusters Score -709017.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -709100.687500 Penalty: 2813.849365
	Iteration 3Q: 3 clusters Score -709100.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -709166.250000 Penalty: 2813.849365
	Iteration 4Q: 3 clusters Score -709166.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -709220.375000 Penalty: 2813.849365
	Iteration 5Q: 3 clusters Score -709220.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -709274.500000 Penalty: 2813.849365
	Iteration 6Q: 3 clusters Score -709274.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -709315.187500 Penalty: 2813.849365
	Iteration 7Q: 3 clusters Score -709315.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -709345.250000 Penalty: 2813.849365
	Iteration 8Q: 3 clusters Score -709345.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -709369.875000 Penalty: 2813.849365
	Iteration 9Q: 3 clusters Score -709369.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -709391.000000 Penalty: 2813.849365
	Iteration 10Q: 3 clusters Score -709391 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -709411.187500 Penalty: 2813.849365
	Iteration 11Q: 3 clusters Score -709411.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -709440.562500 Penalty: 2813.849365
	Iteration 12Q: 3 clusters Score -709440.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -709468.687500 Penalty: 2813.849365
	Iteration 13Q: 3 clusters Score -709468.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -709503.312500 Penalty: 2813.849365
	Iteration 14Q: 3 clusters Score -709503.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -709544.687500 Penalty: 2813.849365
	Iteration 15Q: 3 clusters Score -709544.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -709596.562500 Penalty: 2813.849365
	Iteration 16Q: 3 clusters Score -709596.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -709650.187500 Penalty: 2813.849365
	Iteration 17Q: 3 clusters Score -709650.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -709701.312500 Penalty: 2813.849365
	Iteration 18Q: 3 clusters Score -709701.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -709768.937500 Penalty: 2813.849365
	Iteration 19Q: 3 clusters Score -709768.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -709862.937500 Penalty: 2813.849365
	Iteration 20F: 3 clusters Score -709862.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -709964.062500 Penalty: 2813.849365
	Iteration 21Q: 3 clusters Score -709964.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -710083.750000 Penalty: 2813.849365
	Iteration 22Q: 3 clusters Score -710083.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -710208.375000 Penalty: 2813.849365
	Iteration 23Q: 3 clusters Score -710208.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -710334.687500 Penalty: 2813.849365
	Iteration 24Q: 3 clusters Score -710334.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -710460.000000 Penalty: 2813.849365
	Iteration 25Q: 3 clusters Score -710460 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -710568.000000 Penalty: 2813.849365
	Iteration 26Q: 3 clusters Score -710568 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -710649.375000 Penalty: 2813.849365
	Iteration 27Q: 3 clusters Score -710649.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -710700.375000 Penalty: 2813.849365
	Iteration 28Q: 3 clusters Score -710700.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -710737.687500 Penalty: 2813.849365
	Iteration 29Q: 3 clusters Score -710737.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -710769.187500 Penalty: 2813.849365
	Iteration 30Q: 3 clusters Score -710769.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -710795.812500 Penalty: 2813.849365
	Iteration 31Q: 3 clusters Score -710795.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -710814.250000 Penalty: 2813.849365
	Iteration 32Q: 3 clusters Score -710814.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -710828.062500 Penalty: 2813.849365
	Iteration 33Q: 3 clusters Score -710828.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -710839.687500 Penalty: 2813.849365
	Iteration 34Q: 3 clusters Score -710839.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -710853.187500 Penalty: 2813.849365
	Iteration 35Q: 3 clusters Score -710853.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -710858.000000 Penalty: 2813.849365
	Iteration 36Q: 3 clusters Score -710858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -710860.812500 Penalty: 2813.849365
	Iteration 37Q: 3 clusters Score -710860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -710865.562500 Penalty: 2813.849365
	Iteration 38Q: 3 clusters Score -710865.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -710872.500000 Penalty: 2813.849365
	Iteration 39Q: 3 clusters Score -710872.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -710878.687500 Penalty: 2813.849365
	Iteration 40F: 3 clusters Score -710878.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -710880.812500 Penalty: 2813.849365
	Iteration 41Q: 3 clusters Score -710880.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -710880.812500 Penalty: 2813.849365
	Iteration 42F: 3 clusters Score -710880.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57789 members 
Entering Unmasked Estep 
Score: -7200847.500000 Penalty: 1781.739990
	Iteration 0F: 2 clusters Score -7200848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -7162624.000000 Penalty: 3563.479980
	Iteration 0F: 3 clusters Score -7162624 nChanged 27333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -7178189.000000 Penalty: 3563.479980
	Iteration 1F: 3 clusters Score -7178189 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -7178828.000000 Penalty: 3563.479980
	Iteration 2Q: 3 clusters Score -7178828 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -7179670.000000 Penalty: 3563.479980
	Iteration 3Q: 3 clusters Score -7179670 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -7180967.000000 Penalty: 3563.479980
	Iteration 4Q: 3 clusters Score -7180967 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -7182873.000000 Penalty: 3563.479980
	Iteration 5F: 3 clusters Score -7182873 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -7185457.000000 Penalty: 3563.479980
	Iteration 6F: 3 clusters Score -7185457 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -7188492.500000 Penalty: 3563.479980
	Iteration 7F: 3 clusters Score -7188492 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -7190909.000000 Penalty: 3563.479980
	Iteration 8F: 3 clusters Score -7190909 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -7192040.000000 Penalty: 3563.479980
	Iteration 9Q: 3 clusters Score -7192040 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -7192448.500000 Penalty: 3563.479980
	Iteration 10Q: 3 clusters Score -7192448 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -7192760.500000 Penalty: 3563.479980
	Iteration 11Q: 3 clusters Score -7192760 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -7193009.500000 Penalty: 3563.479980
	Iteration 12Q: 3 clusters Score -7193010 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -7193237.000000 Penalty: 3563.479980
	Iteration 13Q: 3 clusters Score -7193237 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -7193420.000000 Penalty: 3563.479980
	Iteration 14Q: 3 clusters Score -7193420 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -7193700.000000 Penalty: 3563.479980
	Iteration 15Q: 3 clusters Score -7193700 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -7193970.000000 Penalty: 3563.479980
	Iteration 16Q: 3 clusters Score -7193970 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -7194272.000000 Penalty: 3563.479980
	Iteration 17Q: 3 clusters Score -7194272 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -7194551.500000 Penalty: 3563.479980
	Iteration 18Q: 3 clusters Score -7194552 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -7194826.500000 Penalty: 3563.479980
	Iteration 19Q: 3 clusters Score -7194826 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -7195227.000000 Penalty: 3563.479980
	Iteration 20F: 3 clusters Score -7195227 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -7195584.000000 Penalty: 3563.479980
	Iteration 21Q: 3 clusters Score -7195584 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -7195927.000000 Penalty: 3563.479980
	Iteration 22Q: 3 clusters Score -7195927 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -7196250.000000 Penalty: 3563.479980
	Iteration 23Q: 3 clusters Score -7196250 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -7196531.000000 Penalty: 3563.479980
	Iteration 24Q: 3 clusters Score -7196531 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -7196793.500000 Penalty: 3563.479980
	Iteration 25Q: 3 clusters Score -7196794 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -7197044.000000 Penalty: 3563.479980
	Iteration 26Q: 3 clusters Score -7197044 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -7197280.000000 Penalty: 3563.479980
	Iteration 27Q: 3 clusters Score -7197280 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -7197502.000000 Penalty: 3563.479980
	Iteration 28Q: 3 clusters Score -7197502 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -7197691.500000 Penalty: 3563.479980
	Iteration 29Q: 3 clusters Score -7197692 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -7197826.000000 Penalty: 3563.479980
	Iteration 30Q: 3 clusters Score -7197826 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -7197992.000000 Penalty: 3563.479980
	Iteration 31Q: 3 clusters Score -7197992 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -7198150.500000 Penalty: 3563.479980
	Iteration 32Q: 3 clusters Score -7198150 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -7198301.500000 Penalty: 3563.479980
	Iteration 33Q: 3 clusters Score -7198302 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -7198442.000000 Penalty: 3563.479980
	Iteration 34Q: 3 clusters Score -7198442 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55645 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7198608.000000 Penalty: 3563.479980
	Iteration 35Q: 3 clusters Score -7198608 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7198718.500000 Penalty: 3563.479980
	Iteration 36Q: 3 clusters Score -7198718 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -7198801.500000 Penalty: 3563.479980
	Iteration 37Q: 3 clusters Score -7198802 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7198924.500000 Penalty: 3563.479980
	Iteration 38Q: 3 clusters Score -7198924 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7199020.000000 Penalty: 3563.479980
	Iteration 39Q: 3 clusters Score -7199020 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7199086.500000 Penalty: 3563.479980
	Iteration 40F: 3 clusters Score -7199086 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7199168.500000 Penalty: 3563.479980
	Iteration 41Q: 3 clusters Score -7199168 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7199205.000000 Penalty: 3563.479980
	Iteration 42Q: 3 clusters Score -7199205 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56879 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7199231.000000 Penalty: 3563.479980
	Iteration 43Q: 3 clusters Score -7199231 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7199252.000000 Penalty: 3563.479980
	Iteration 44Q: 3 clusters Score -7199252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7199267.500000 Penalty: 3563.479980
	Iteration 45Q: 3 clusters Score -7199268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7199285.000000 Penalty: 3563.479980
	Iteration 46Q: 3 clusters Score -7199285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7199294.500000 Penalty: 3563.479980
	Iteration 47Q: 3 clusters Score -7199294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7199296.000000 Penalty: 3563.479980
	Iteration 48Q: 3 clusters Score -7199296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7199303.500000 Penalty: 3563.479980
	Iteration 49Q: 3 clusters Score -7199304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57052 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7199306.500000 Penalty: 3563.479980
	Iteration 50Q: 3 clusters Score -7199306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57061 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7199317.500000 Penalty: 3563.479980
	Iteration 51Q: 3 clusters Score -7199318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7199325.000000 Penalty: 3563.479980
	Iteration 52Q: 3 clusters Score -7199325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7199326.500000 Penalty: 3563.479980
	Iteration 53Q: 3 clusters Score -7199326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7199335.000000 Penalty: 3563.479980
	Iteration 54Q: 3 clusters Score -7199335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7199339.000000 Penalty: 3563.479980
	Iteration 55Q: 3 clusters Score -7199339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7199345.000000 Penalty: 3563.479980
	Iteration 56Q: 3 clusters Score -7199345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7199348.500000 Penalty: 3563.479980
	Iteration 57Q: 3 clusters Score -7199348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7199345.500000 Penalty: 3563.479980
	Iteration 58Q: 3 clusters Score -7199346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7199345.500000 Penalty: 3563.479980
	Iteration 59Q: 3 clusters Score -7199346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7199348.000000 Penalty: 3563.479980
	Iteration 60F: 3 clusters Score -7199348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7199345.500000 Penalty: 3563.479980
	Iteration 61Q: 3 clusters Score -7199346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7199358.500000 Penalty: 3563.479980
	Iteration 62Q: 3 clusters Score -7199358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57122 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7199356.500000 Penalty: 3563.479980
	Iteration 63Q: 3 clusters Score -7199356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7199358.000000 Penalty: 3563.479980
	Iteration 64Q: 3 clusters Score -7199358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57133 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7199363.500000 Penalty: 3563.479980
	Iteration 65Q: 3 clusters Score -7199364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7199364.000000 Penalty: 3563.479980
	Iteration 66Q: 3 clusters Score -7199364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7199359.500000 Penalty: 3563.479980
	Iteration 67Q: 3 clusters Score -7199360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57146 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7199364.500000 Penalty: 3563.479980
	Iteration 68Q: 3 clusters Score -7199364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7199366.000000 Penalty: 3563.479980
	Iteration 69Q: 3 clusters Score -7199366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7199360.500000 Penalty: 3563.479980
	Iteration 70Q: 3 clusters Score -7199360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7199368.500000 Penalty: 3563.479980
	Iteration 71Q: 3 clusters Score -7199368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57151 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7199369.000000 Penalty: 3563.479980
	Iteration 72Q: 3 clusters Score -7199369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7199373.500000 Penalty: 3563.479980
	Iteration 73Q: 3 clusters Score -7199374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7199372.500000 Penalty: 3563.479980
	Iteration 74Q: 3 clusters Score -7199372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7199375.500000 Penalty: 3563.479980
	Iteration 75Q: 3 clusters Score -7199376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7199376.500000 Penalty: 3563.479980
	Iteration 76Q: 3 clusters Score -7199376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57163 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7199373.000000 Penalty: 3563.479980
	Iteration 77Q: 3 clusters Score -7199373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57163 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7199373.000000 Penalty: 3563.479980
	Iteration 78F: 3 clusters Score -7199373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Entering Unmasked Estep 
Score: -56810.003906 Penalty: 947.203674
	Iteration 0F: 2 clusters Score -56810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55836.710938 Penalty: 1894.407349
	Iteration 0F: 3 clusters Score -55836.71 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55971.125000 Penalty: 1894.407349
	Iteration 1F: 3 clusters Score -55971.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -56012.398438 Penalty: 1894.407349
	Iteration 2F: 3 clusters Score -56012.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -56034.562500 Penalty: 1894.407349
	Iteration 3Q: 3 clusters Score -56034.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -56043.550781 Penalty: 1894.407349
	Iteration 4Q: 3 clusters Score -56043.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -56049.539062 Penalty: 1894.407349
	Iteration 5Q: 3 clusters Score -56049.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -56058.406250 Penalty: 1894.407349
	Iteration 6Q: 3 clusters Score -56058.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56065.054688 Penalty: 1894.407349
	Iteration 7Q: 3 clusters Score -56065.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56070.429688 Penalty: 1894.407349
	Iteration 8Q: 3 clusters Score -56070.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -56071.964844 Penalty: 1894.407349
	Iteration 9Q: 3 clusters Score -56071.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -56071.964844 Penalty: 1894.407349
	Iteration 10F: 3 clusters Score -56071.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -96445.156250 Penalty: 1087.866333
	Iteration 0F: 2 clusters Score -96445.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95162.796875 Penalty: 2175.732666
	Iteration 0F: 3 clusters Score -95162.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -95387.453125 Penalty: 2175.732666
	Iteration 1F: 3 clusters Score -95387.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -95444.976562 Penalty: 2175.732666
	Iteration 2F: 3 clusters Score -95444.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -95467.656250 Penalty: 2175.732666
	Iteration 3Q: 3 clusters Score -95467.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -95489.101562 Penalty: 2175.732666
	Iteration 4Q: 3 clusters Score -95489.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -95502.203125 Penalty: 2175.732666
	Iteration 5Q: 3 clusters Score -95502.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -95520.710938 Penalty: 2175.732666
	Iteration 6Q: 3 clusters Score -95520.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -95545.984375 Penalty: 2175.732666
	Iteration 7Q: 3 clusters Score -95545.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -95560.367188 Penalty: 2175.732666
	Iteration 8Q: 3 clusters Score -95560.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -95574.125000 Penalty: 2175.732666
	Iteration 9Q: 3 clusters Score -95574.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -95588.648438 Penalty: 2175.732666
	Iteration 10Q: 3 clusters Score -95588.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -95613.140625 Penalty: 2175.732666
	Iteration 11Q: 3 clusters Score -95613.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -95623.859375 Penalty: 2175.732666
	Iteration 12Q: 3 clusters Score -95623.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -95639.296875 Penalty: 2175.732666
	Iteration 13Q: 3 clusters Score -95639.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -95666.750000 Penalty: 2175.732666
	Iteration 14Q: 3 clusters Score -95666.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -95688.367188 Penalty: 2175.732666
	Iteration 15Q: 3 clusters Score -95688.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -95723.851562 Penalty: 2175.732666
	Iteration 16Q: 3 clusters Score -95723.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -95747.679688 Penalty: 2175.732666
	Iteration 17Q: 3 clusters Score -95747.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -95782.828125 Penalty: 2175.732666
	Iteration 18Q: 3 clusters Score -95782.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -95834.406250 Penalty: 2175.732666
	Iteration 19Q: 3 clusters Score -95834.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -95903.562500 Penalty: 2175.732666
	Iteration 20F: 3 clusters Score -95903.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -95991.750000 Penalty: 2175.732666
	Iteration 21Q: 3 clusters Score -95991.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -96037.656250 Penalty: 2175.732666
	Iteration 22Q: 3 clusters Score -96037.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -96060.953125 Penalty: 2175.732666
	Iteration 23Q: 3 clusters Score -96060.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -96086.343750 Penalty: 2175.732666
	Iteration 24Q: 3 clusters Score -96086.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -96108.375000 Penalty: 2175.732666
	Iteration 25Q: 3 clusters Score -96108.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -96111.570312 Penalty: 2175.732666
	Iteration 26Q: 3 clusters Score -96111.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -96115.484375 Penalty: 2175.732666
	Iteration 27Q: 3 clusters Score -96115.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -96115.484375 Penalty: 2175.732666
	Iteration 28F: 3 clusters Score -96115.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Entering Unmasked Estep 
Score: -4615777.500000 Penalty: 1709.670410
	Iteration 0F: 2 clusters Score -4615778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -4590675.500000 Penalty: 3419.340820
	Iteration 0F: 3 clusters Score -4590676 nChanged 17292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -4600589.500000 Penalty: 3419.340820
	Iteration 1F: 3 clusters Score -4600590 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -4600951.000000 Penalty: 3419.340820
	Iteration 2Q: 3 clusters Score -4600951 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -4601308.000000 Penalty: 3419.340820
	Iteration 3Q: 3 clusters Score -4601308 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -4601668.000000 Penalty: 3419.340820
	Iteration 4Q: 3 clusters Score -4601668 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4602094.500000 Penalty: 3419.340820
	Iteration 5Q: 3 clusters Score -4602094 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -4602629.500000 Penalty: 3419.340820
	Iteration 6Q: 3 clusters Score -4602630 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -4603359.000000 Penalty: 3419.340820
	Iteration 7Q: 3 clusters Score -4603359 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -4604418.500000 Penalty: 3419.340820
	Iteration 8Q: 3 clusters Score -4604418 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -4605832.500000 Penalty: 3419.340820
	Iteration 9F: 3 clusters Score -4605832 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -4607374.000000 Penalty: 3419.340820
	Iteration 10F: 3 clusters Score -4607374 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -4608498.000000 Penalty: 3419.340820
	Iteration 11F: 3 clusters Score -4608498 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -4609089.500000 Penalty: 3419.340820
	Iteration 12Q: 3 clusters Score -4609090 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -4609307.500000 Penalty: 3419.340820
	Iteration 13Q: 3 clusters Score -4609308 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -4609472.500000 Penalty: 3419.340820
	Iteration 14Q: 3 clusters Score -4609472 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -4609661.500000 Penalty: 3419.340820
	Iteration 15Q: 3 clusters Score -4609662 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -4609795.000000 Penalty: 3419.340820
	Iteration 16Q: 3 clusters Score -4609795 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4609961.500000 Penalty: 3419.340820
	Iteration 17Q: 3 clusters Score -4609962 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -4610121.000000 Penalty: 3419.340820
	Iteration 18Q: 3 clusters Score -4610121 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -4610278.500000 Penalty: 3419.340820
	Iteration 19Q: 3 clusters Score -4610278 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -4610419.000000 Penalty: 3419.340820
	Iteration 20F: 3 clusters Score -4610419 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -4610528.000000 Penalty: 3419.340820
	Iteration 21Q: 3 clusters Score -4610528 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -4610660.000000 Penalty: 3419.340820
	Iteration 22Q: 3 clusters Score -4610660 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -4610748.000000 Penalty: 3419.340820
	Iteration 23Q: 3 clusters Score -4610748 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -4610896.000000 Penalty: 3419.340820
	Iteration 24Q: 3 clusters Score -4610896 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -4611017.500000 Penalty: 3419.340820
	Iteration 25Q: 3 clusters Score -4611018 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -4611155.500000 Penalty: 3419.340820
	Iteration 26Q: 3 clusters Score -4611156 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -4611279.500000 Penalty: 3419.340820
	Iteration 27Q: 3 clusters Score -4611280 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -4611355.500000 Penalty: 3419.340820
	Iteration 28Q: 3 clusters Score -4611356 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -4611456.500000 Penalty: 3419.340820
	Iteration 29Q: 3 clusters Score -4611456 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -4611551.000000 Penalty: 3419.340820
	Iteration 30Q: 3 clusters Score -4611551 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -4611642.500000 Penalty: 3419.340820
	Iteration 31Q: 3 clusters Score -4611642 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -4611778.000000 Penalty: 3419.340820
	Iteration 32Q: 3 clusters Score -4611778 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -4611881.000000 Penalty: 3419.340820
	Iteration 33Q: 3 clusters Score -4611881 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -4611987.000000 Penalty: 3419.340820
	Iteration 34Q: 3 clusters Score -4611987 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -4612072.500000 Penalty: 3419.340820
	Iteration 35Q: 3 clusters Score -4612072 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -4612164.000000 Penalty: 3419.340820
	Iteration 36Q: 3 clusters Score -4612164 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -4612271.500000 Penalty: 3419.340820
	Iteration 37Q: 3 clusters Score -4612272 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -4612362.500000 Penalty: 3419.340820
	Iteration 38Q: 3 clusters Score -4612362 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -4612449.500000 Penalty: 3419.340820
	Iteration 39Q: 3 clusters Score -4612450 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -4612531.500000 Penalty: 3419.340820
	Iteration 40F: 3 clusters Score -4612532 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -4612602.500000 Penalty: 3419.340820
	Iteration 41Q: 3 clusters Score -4612602 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -4612672.500000 Penalty: 3419.340820
	Iteration 42Q: 3 clusters Score -4612672 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -4612742.000000 Penalty: 3419.340820
	Iteration 43Q: 3 clusters Score -4612742 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -4612831.500000 Penalty: 3419.340820
	Iteration 44Q: 3 clusters Score -4612832 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -4612926.500000 Penalty: 3419.340820
	Iteration 45Q: 3 clusters Score -4612926 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -4612984.500000 Penalty: 3419.340820
	Iteration 46Q: 3 clusters Score -4612984 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -4613044.000000 Penalty: 3419.340820
	Iteration 47Q: 3 clusters Score -4613044 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -4613087.000000 Penalty: 3419.340820
	Iteration 48Q: 3 clusters Score -4613087 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -4613160.500000 Penalty: 3419.340820
	Iteration 49Q: 3 clusters Score -4613160 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -4613233.500000 Penalty: 3419.340820
	Iteration 50Q: 3 clusters Score -4613234 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -4613297.500000 Penalty: 3419.340820
	Iteration 51Q: 3 clusters Score -4613298 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -4613380.000000 Penalty: 3419.340820
	Iteration 52Q: 3 clusters Score -4613380 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -4613461.000000 Penalty: 3419.340820
	Iteration 53Q: 3 clusters Score -4613461 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -4613535.500000 Penalty: 3419.340820
	Iteration 54Q: 3 clusters Score -4613536 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -4613608.500000 Penalty: 3419.340820
	Iteration 55Q: 3 clusters Score -4613608 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -4613696.000000 Penalty: 3419.340820
	Iteration 56Q: 3 clusters Score -4613696 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -4613747.500000 Penalty: 3419.340820
	Iteration 57Q: 3 clusters Score -4613748 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -4613823.500000 Penalty: 3419.340820
	Iteration 58Q: 3 clusters Score -4613824 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -4613891.500000 Penalty: 3419.340820
	Iteration 59Q: 3 clusters Score -4613892 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -4613962.000000 Penalty: 3419.340820
	Iteration 60F: 3 clusters Score -4613962 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -4614030.500000 Penalty: 3419.340820
	Iteration 61Q: 3 clusters Score -4614030 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -4614075.000000 Penalty: 3419.340820
	Iteration 62Q: 3 clusters Score -4614075 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -4614108.500000 Penalty: 3419.340820
	Iteration 63Q: 3 clusters Score -4614108 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -4614151.500000 Penalty: 3419.340820
	Iteration 64Q: 3 clusters Score -4614152 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -4614190.500000 Penalty: 3419.340820
	Iteration 65Q: 3 clusters Score -4614190 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -4614247.500000 Penalty: 3419.340820
	Iteration 66Q: 3 clusters Score -4614248 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -4614273.500000 Penalty: 3419.340820
	Iteration 67Q: 3 clusters Score -4614274 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -4614307.500000 Penalty: 3419.340820
	Iteration 68Q: 3 clusters Score -4614308 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -4614339.500000 Penalty: 3419.340820
	Iteration 69Q: 3 clusters Score -4614340 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -4614352.500000 Penalty: 3419.340820
	Iteration 70Q: 3 clusters Score -4614352 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -4614381.000000 Penalty: 3419.340820
	Iteration 71Q: 3 clusters Score -4614381 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -4614396.500000 Penalty: 3419.340820
	Iteration 72Q: 3 clusters Score -4614396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -4614408.000000 Penalty: 3419.340820
	Iteration 73Q: 3 clusters Score -4614408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -4614422.000000 Penalty: 3419.340820
	Iteration 74Q: 3 clusters Score -4614422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4614433.000000 Penalty: 3419.340820
	Iteration 75Q: 3 clusters Score -4614433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -4614436.500000 Penalty: 3419.340820
	Iteration 76Q: 3 clusters Score -4614436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -4614441.000000 Penalty: 3419.340820
	Iteration 77Q: 3 clusters Score -4614441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -4614455.500000 Penalty: 3419.340820
	Iteration 78Q: 3 clusters Score -4614456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -4614463.000000 Penalty: 3419.340820
	Iteration 79Q: 3 clusters Score -4614463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -4614473.500000 Penalty: 3419.340820
	Iteration 80F: 3 clusters Score -4614474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -4614482.500000 Penalty: 3419.340820
	Iteration 81Q: 3 clusters Score -4614482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -4614484.000000 Penalty: 3419.340820
	Iteration 82Q: 3 clusters Score -4614484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -4614482.000000 Penalty: 3419.340820
	Iteration 83Q: 3 clusters Score -4614482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -4614483.000000 Penalty: 3419.340820
	Iteration 84Q: 3 clusters Score -4614483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -4614486.000000 Penalty: 3419.340820
	Iteration 85Q: 3 clusters Score -4614486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -4614491.500000 Penalty: 3419.340820
	Iteration 86Q: 3 clusters Score -4614492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -4614484.000000 Penalty: 3419.340820
	Iteration 87Q: 3 clusters Score -4614484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -4614487.000000 Penalty: 3419.340820
	Iteration 88Q: 3 clusters Score -4614487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -4614485.500000 Penalty: 3419.340820
	Iteration 89Q: 3 clusters Score -4614486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -4614482.500000 Penalty: 3419.340820
	Iteration 90Q: 3 clusters Score -4614482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -4614488.500000 Penalty: 3419.340820
	Iteration 91Q: 3 clusters Score -4614488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -4614489.500000 Penalty: 3419.340820
	Iteration 92Q: 3 clusters Score -4614490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -4614486.000000 Penalty: 3419.340820
	Iteration 93Q: 3 clusters Score -4614486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -4614481.500000 Penalty: 3419.340820
	Iteration 94Q: 3 clusters Score -4614482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -4614484.000000 Penalty: 3419.340820
	Iteration 95Q: 3 clusters Score -4614484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -4614484.500000 Penalty: 3419.340820
	Iteration 96Q: 3 clusters Score -4614484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -4614485.000000 Penalty: 3419.340820
	Iteration 97Q: 3 clusters Score -4614485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -4614485.500000 Penalty: 3419.340820
	Iteration 98Q: 3 clusters Score -4614486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -4614485.500000 Penalty: 3419.340820
	Iteration 99Q: 3 clusters Score -4614486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -4614485.000000 Penalty: 3419.340820
	Iteration 100F: 3 clusters Score -4614485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -4614491.000000 Penalty: 3419.340820
	Iteration 101Q: 3 clusters Score -4614491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -4614492.500000 Penalty: 3419.340820
	Iteration 102Q: 3 clusters Score -4614492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -4614494.000000 Penalty: 3419.340820
	Iteration 103Q: 3 clusters Score -4614494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -4614498.000000 Penalty: 3419.340820
	Iteration 104Q: 3 clusters Score -4614498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -4614503.500000 Penalty: 3419.340820
	Iteration 105Q: 3 clusters Score -4614504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -4614506.500000 Penalty: 3419.340820
	Iteration 106Q: 3 clusters Score -4614506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -4614510.500000 Penalty: 3419.340820
	Iteration 107Q: 3 clusters Score -4614510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -4614510.500000 Penalty: 3419.340820
	Iteration 108Q: 3 clusters Score -4614510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -4614516.000000 Penalty: 3419.340820
	Iteration 109Q: 3 clusters Score -4614516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -4614514.500000 Penalty: 3419.340820
	Iteration 110Q: 3 clusters Score -4614514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -4614515.500000 Penalty: 3419.340820
	Iteration 111Q: 3 clusters Score -4614516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -4614513.500000 Penalty: 3419.340820
	Iteration 112Q: 3 clusters Score -4614514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -4614510.500000 Penalty: 3419.340820
	Iteration 113Q: 3 clusters Score -4614510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -4614515.000000 Penalty: 3419.340820
	Iteration 114Q: 3 clusters Score -4614515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -4614514.500000 Penalty: 3419.340820
	Iteration 115Q: 3 clusters Score -4614514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -4614516.500000 Penalty: 3419.340820
	Iteration 116Q: 3 clusters Score -4614516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -4614516.500000 Penalty: 3419.340820
	Iteration 117F: 3 clusters Score -4614516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Entering Unmasked Estep 
Score: -3205165.750000 Penalty: 1655.493286
	Iteration 0F: 2 clusters Score -3205166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3187221.750000 Penalty: 3310.986572
	Iteration 0F: 3 clusters Score -3187222 nChanged 12058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3193897.250000 Penalty: 3310.986572
	Iteration 1F: 3 clusters Score -3193897 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3194227.500000 Penalty: 3310.986572
	Iteration 2Q: 3 clusters Score -3194228 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3194571.000000 Penalty: 3310.986572
	Iteration 3Q: 3 clusters Score -3194571 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3194900.250000 Penalty: 3310.986572
	Iteration 4Q: 3 clusters Score -3194900 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3195321.000000 Penalty: 3310.986572
	Iteration 5Q: 3 clusters Score -3195321 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3195852.750000 Penalty: 3310.986572
	Iteration 6Q: 3 clusters Score -3195853 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -3196543.500000 Penalty: 3310.986572
	Iteration 7F: 3 clusters Score -3196544 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -3197460.250000 Penalty: 3310.986572
	Iteration 8F: 3 clusters Score -3197460 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3198500.750000 Penalty: 3310.986572
	Iteration 9F: 3 clusters Score -3198501 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -3199576.250000 Penalty: 3310.986572
	Iteration 10F: 3 clusters Score -3199576 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -3200792.500000 Penalty: 3310.986572
	Iteration 11F: 3 clusters Score -3200792 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3201942.000000 Penalty: 3310.986572
	Iteration 12Q: 3 clusters Score -3201942 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3202759.000000 Penalty: 3310.986572
	Iteration 13Q: 3 clusters Score -3202759 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3203233.250000 Penalty: 3310.986572
	Iteration 14Q: 3 clusters Score -3203233 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -3203488.250000 Penalty: 3310.986572
	Iteration 15Q: 3 clusters Score -3203488 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3203620.250000 Penalty: 3310.986572
	Iteration 16Q: 3 clusters Score -3203620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3203664.000000 Penalty: 3310.986572
	Iteration 17Q: 3 clusters Score -3203664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3203709.500000 Penalty: 3310.986572
	Iteration 18Q: 3 clusters Score -3203710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3203735.750000 Penalty: 3310.986572
	Iteration 19Q: 3 clusters Score -3203736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3203747.750000 Penalty: 3310.986572
	Iteration 20F: 3 clusters Score -3203748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -3203751.000000 Penalty: 3310.986572
	Iteration 21Q: 3 clusters Score -3203751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3203751.000000 Penalty: 3310.986572
	Iteration 22Q: 3 clusters Score -3203751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3203754.000000 Penalty: 3310.986572
	Iteration 23Q: 3 clusters Score -3203754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -3203757.000000 Penalty: 3310.986572
	Iteration 24Q: 3 clusters Score -3203757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3203757.750000 Penalty: 3310.986572
	Iteration 25Q: 3 clusters Score -3203758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3203759.000000 Penalty: 3310.986572
	Iteration 26Q: 3 clusters Score -3203759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3203760.750000 Penalty: 3310.986572
	Iteration 27Q: 3 clusters Score -3203761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -3203761.750000 Penalty: 3310.986572
	Iteration 28Q: 3 clusters Score -3203762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -3203761.750000 Penalty: 3310.986572
	Iteration 29F: 3 clusters Score -3203762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -252320.562500 Penalty: 1234.168701
	Iteration 0F: 2 clusters Score -252320.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -250223.609375 Penalty: 2468.337402
	Iteration 0F: 3 clusters Score -250223.6 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -250661.796875 Penalty: 2468.337402
	Iteration 1F: 3 clusters Score -250661.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -250756.625000 Penalty: 2468.337402
	Iteration 2F: 3 clusters Score -250756.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -250812.718750 Penalty: 2468.337402
	Iteration 3Q: 3 clusters Score -250812.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -250860.656250 Penalty: 2468.337402
	Iteration 4Q: 3 clusters Score -250860.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -250891.234375 Penalty: 2468.337402
	Iteration 5Q: 3 clusters Score -250891.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -250916.781250 Penalty: 2468.337402
	Iteration 6Q: 3 clusters Score -250916.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -250937.078125 Penalty: 2468.337402
	Iteration 7Q: 3 clusters Score -250937.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -250947.750000 Penalty: 2468.337402
	Iteration 8Q: 3 clusters Score -250947.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -250955.546875 Penalty: 2468.337402
	Iteration 9Q: 3 clusters Score -250955.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -250962.046875 Penalty: 2468.337402
	Iteration 10Q: 3 clusters Score -250962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -250966.015625 Penalty: 2468.337402
	Iteration 11Q: 3 clusters Score -250966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -250969.265625 Penalty: 2468.337402
	Iteration 12Q: 3 clusters Score -250969.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -250973.265625 Penalty: 2468.337402
	Iteration 13Q: 3 clusters Score -250973.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -250976.265625 Penalty: 2468.337402
	Iteration 14Q: 3 clusters Score -250976.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -250978.562500 Penalty: 2468.337402
	Iteration 15Q: 3 clusters Score -250978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -250981.281250 Penalty: 2468.337402
	Iteration 16Q: 3 clusters Score -250981.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -250981.203125 Penalty: 2468.337402
	Iteration 17Q: 3 clusters Score -250981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -250982.359375 Penalty: 2468.337402
	Iteration 18Q: 3 clusters Score -250982.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -250982.968750 Penalty: 2468.337402
	Iteration 19Q: 3 clusters Score -250983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -250983.343750 Penalty: 2468.337402
	Iteration 20F: 3 clusters Score -250983.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -250983.500000 Penalty: 2468.337402
	Iteration 21Q: 3 clusters Score -250983.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -250983.500000 Penalty: 2468.337402
	Iteration 22F: 3 clusters Score -250983.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (65982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Entering Unmasked Estep 
Score: -8181151.500000 Penalty: 1803.284790
	Iteration 0F: 2 clusters Score -8181152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -8138568.500000 Penalty: 3606.569580
	Iteration 0F: 3 clusters Score -8138568 nChanged 31321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -8156234.000000 Penalty: 3606.569580
	Iteration 1F: 3 clusters Score -8156234 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -8156711.500000 Penalty: 3606.569580
	Iteration 2Q: 3 clusters Score -8156712 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -8157229.500000 Penalty: 3606.569580
	Iteration 3Q: 3 clusters Score -8157230 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -8157928.000000 Penalty: 3606.569580
	Iteration 4Q: 3 clusters Score -8157928 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -8158809.500000 Penalty: 3606.569580
	Iteration 5Q: 3 clusters Score -8158810 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -8160242.000000 Penalty: 3606.569580
	Iteration 6Q: 3 clusters Score -8160242 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -8162574.500000 Penalty: 3606.569580
	Iteration 7F: 3 clusters Score -8162574 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -8165885.500000 Penalty: 3606.569580
	Iteration 8F: 3 clusters Score -8165886 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -8169529.000000 Penalty: 3606.569580
	Iteration 9F: 3 clusters Score -8169529 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -8172347.000000 Penalty: 3606.569580
	Iteration 10F: 3 clusters Score -8172347 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -8174197.000000 Penalty: 3606.569580
	Iteration 11Q: 3 clusters Score -8174197 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -8175431.000000 Penalty: 3606.569580
	Iteration 12Q: 3 clusters Score -8175431 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -8176259.500000 Penalty: 3606.569580
	Iteration 13Q: 3 clusters Score -8176260 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 61491 members 
Entering Unmasked Estep 
Score: -8176930.500000 Penalty: 3606.569580
	Iteration 14Q: 3 clusters Score -8176930 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -8177491.000000 Penalty: 3606.569580
	Iteration 15Q: 3 clusters Score -8177491 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -8177948.500000 Penalty: 3606.569580
	Iteration 16Q: 3 clusters Score -8177948 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -8178315.000000 Penalty: 3606.569580
	Iteration 17Q: 3 clusters Score -8178315 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 64326 members 
Entering Unmasked Estep 
Score: -8178627.500000 Penalty: 3606.569580
	Iteration 18Q: 3 clusters Score -8178628 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -8178835.000000 Penalty: 3606.569580
	Iteration 19Q: 3 clusters Score -8178835 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 64953 members 
Entering Unmasked Estep 
Score: -8178977.500000 Penalty: 3606.569580
	Iteration 20F: 3 clusters Score -8178978 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 65155 members 
Entering Unmasked Estep 
Score: -8179127.500000 Penalty: 3606.569580
	Iteration 21Q: 3 clusters Score -8179128 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 65297 members 
Entering Unmasked Estep 
Score: -8179230.500000 Penalty: 3606.569580
	Iteration 22Q: 3 clusters Score -8179230 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -8179309.500000 Penalty: 3606.569580
	Iteration 23Q: 3 clusters Score -8179310 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -8179362.000000 Penalty: 3606.569580
	Iteration 24Q: 3 clusters Score -8179362 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -8179423.500000 Penalty: 3606.569580
	Iteration 25Q: 3 clusters Score -8179424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -8179444.000000 Penalty: 3606.569580
	Iteration 26Q: 3 clusters Score -8179444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -8179460.500000 Penalty: 3606.569580
	Iteration 27Q: 3 clusters Score -8179460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -8179479.000000 Penalty: 3606.569580
	Iteration 28Q: 3 clusters Score -8179479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -8179505.000000 Penalty: 3606.569580
	Iteration 29Q: 3 clusters Score -8179505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -8179519.500000 Penalty: 3606.569580
	Iteration 30Q: 3 clusters Score -8179520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -8179532.000000 Penalty: 3606.569580
	Iteration 31Q: 3 clusters Score -8179532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -8179539.000000 Penalty: 3606.569580
	Iteration 32Q: 3 clusters Score -8179539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -8179536.500000 Penalty: 3606.569580
	Iteration 33Q: 3 clusters Score -8179536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 65658 members 
Entering Unmasked Estep 
Score: -8179544.000000 Penalty: 3606.569580
	Iteration 34Q: 3 clusters Score -8179544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -8179561.000000 Penalty: 3606.569580
	Iteration 35Q: 3 clusters Score -8179561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -8179560.000000 Penalty: 3606.569580
	Iteration 36Q: 3 clusters Score -8179560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 65672 members 
Entering Unmasked Estep 
Score: -8179565.500000 Penalty: 3606.569580
	Iteration 37Q: 3 clusters Score -8179566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -8179566.500000 Penalty: 3606.569580
	Iteration 38Q: 3 clusters Score -8179566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -8179560.500000 Penalty: 3606.569580
	Iteration 39Q: 3 clusters Score -8179560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 65679 members 
Entering Unmasked Estep 
Score: -8179558.000000 Penalty: 3606.569580
	Iteration 40F: 3 clusters Score -8179558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -8179562.000000 Penalty: 3606.569580
	Iteration 41Q: 3 clusters Score -8179562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -8179562.000000 Penalty: 3606.569580
	Iteration 42F: 3 clusters Score -8179562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Entering Unmasked Estep 
Score: -963698.937500 Penalty: 1456.055176
	Iteration 0F: 2 clusters Score -963698.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -957972.625000 Penalty: 2912.110352
	Iteration 0F: 3 clusters Score -957972.6 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -959758.500000 Penalty: 2912.110352
	Iteration 1F: 3 clusters Score -959758.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -959985.750000 Penalty: 2912.110352
	Iteration 2F: 3 clusters Score -959985.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -960151.562500 Penalty: 2912.110352
	Iteration 3Q: 3 clusters Score -960151.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -960286.187500 Penalty: 2912.110352
	Iteration 4Q: 3 clusters Score -960286.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -960384.812500 Penalty: 2912.110352
	Iteration 5Q: 3 clusters Score -960384.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -960476.125000 Penalty: 2912.110352
	Iteration 6Q: 3 clusters Score -960476.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -960559.312500 Penalty: 2912.110352
	Iteration 7Q: 3 clusters Score -960559.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -960640.562500 Penalty: 2912.110352
	Iteration 8Q: 3 clusters Score -960640.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -960723.812500 Penalty: 2912.110352
	Iteration 9Q: 3 clusters Score -960723.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -960815.562500 Penalty: 2912.110352
	Iteration 10Q: 3 clusters Score -960815.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -960938.312500 Penalty: 2912.110352
	Iteration 11Q: 3 clusters Score -960938.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -961072.687500 Penalty: 2912.110352
	Iteration 12Q: 3 clusters Score -961072.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -961213.687500 Penalty: 2912.110352
	Iteration 13Q: 3 clusters Score -961213.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -961362.937500 Penalty: 2912.110352
	Iteration 14Q: 3 clusters Score -961362.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -961496.500000 Penalty: 2912.110352
	Iteration 15Q: 3 clusters Score -961496.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -961596.500000 Penalty: 2912.110352
	Iteration 16Q: 3 clusters Score -961596.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -961661.875000 Penalty: 2912.110352
	Iteration 17Q: 3 clusters Score -961661.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -961707.500000 Penalty: 2912.110352
	Iteration 18Q: 3 clusters Score -961707.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -961740.937500 Penalty: 2912.110352
	Iteration 19Q: 3 clusters Score -961740.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -961768.187500 Penalty: 2912.110352
	Iteration 20F: 3 clusters Score -961768.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -961795.375000 Penalty: 2912.110352
	Iteration 21Q: 3 clusters Score -961795.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -961812.875000 Penalty: 2912.110352
	Iteration 22Q: 3 clusters Score -961812.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -961828.500000 Penalty: 2912.110352
	Iteration 23Q: 3 clusters Score -961828.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -961844.000000 Penalty: 2912.110352
	Iteration 24Q: 3 clusters Score -961844 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -961856.250000 Penalty: 2912.110352
	Iteration 25Q: 3 clusters Score -961856.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -961865.062500 Penalty: 2912.110352
	Iteration 26Q: 3 clusters Score -961865.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -961872.000000 Penalty: 2912.110352
	Iteration 27Q: 3 clusters Score -961872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -961874.687500 Penalty: 2912.110352
	Iteration 28Q: 3 clusters Score -961874.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -961875.875000 Penalty: 2912.110352
	Iteration 29Q: 3 clusters Score -961875.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -961877.250000 Penalty: 2912.110352
	Iteration 30Q: 3 clusters Score -961877.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -961879.312500 Penalty: 2912.110352
	Iteration 31Q: 3 clusters Score -961879.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -961882.687500 Penalty: 2912.110352
	Iteration 32Q: 3 clusters Score -961882.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -961883.812500 Penalty: 2912.110352
	Iteration 33Q: 3 clusters Score -961883.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -961884.562500 Penalty: 2912.110352
	Iteration 34Q: 3 clusters Score -961884.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -961886.937500 Penalty: 2912.110352
	Iteration 35Q: 3 clusters Score -961886.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -961886.812500 Penalty: 2912.110352
	Iteration 36Q: 3 clusters Score -961886.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -961890.500000 Penalty: 2912.110352
	Iteration 37Q: 3 clusters Score -961890.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -961891.312500 Penalty: 2912.110352
	Iteration 38Q: 3 clusters Score -961891.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -961896.312500 Penalty: 2912.110352
	Iteration 39Q: 3 clusters Score -961896.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -961894.875000 Penalty: 2912.110352
	Iteration 40F: 3 clusters Score -961894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -961898.125000 Penalty: 2912.110352
	Iteration 41Q: 3 clusters Score -961898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -961896.437500 Penalty: 2912.110352
	Iteration 42Q: 3 clusters Score -961896.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -961897.562500 Penalty: 2912.110352
	Iteration 43Q: 3 clusters Score -961897.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -961897.500000 Penalty: 2912.110352
	Iteration 44Q: 3 clusters Score -961897.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -961898.312500 Penalty: 2912.110352
	Iteration 45Q: 3 clusters Score -961898.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -961899.000000 Penalty: 2912.110352
	Iteration 46Q: 3 clusters Score -961899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -961899.562500 Penalty: 2912.110352
	Iteration 47Q: 3 clusters Score -961899.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -961897.875000 Penalty: 2912.110352
	Iteration 48Q: 3 clusters Score -961897.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -961898.562500 Penalty: 2912.110352
	Iteration 49Q: 3 clusters Score -961898.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -961901.000000 Penalty: 2912.110352
	Iteration 50Q: 3 clusters Score -961901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -961899.500000 Penalty: 2912.110352
	Iteration 51Q: 3 clusters Score -961899.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -961900.375000 Penalty: 2912.110352
	Iteration 52Q: 3 clusters Score -961900.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -961902.187500 Penalty: 2912.110352
	Iteration 53Q: 3 clusters Score -961902.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -961903.000000 Penalty: 2912.110352
	Iteration 54Q: 3 clusters Score -961903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -961903.437500 Penalty: 2912.110352
	Iteration 55Q: 3 clusters Score -961903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -961903.125000 Penalty: 2912.110352
	Iteration 56Q: 3 clusters Score -961903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -961903.062500 Penalty: 2912.110352
	Iteration 57Q: 3 clusters Score -961903.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -961903.062500 Penalty: 2912.110352
	Iteration 58F: 3 clusters Score -961903.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Entering Unmasked Estep 
Score: -6890862.500000 Penalty: 1774.550537
	Iteration 0F: 2 clusters Score -6890862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -6854002.000000 Penalty: 3549.101074
	Iteration 0F: 3 clusters Score -6854002 nChanged 25934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -6868594.000000 Penalty: 3549.101074
	Iteration 1F: 3 clusters Score -6868594 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -6869136.500000 Penalty: 3549.101074
	Iteration 2Q: 3 clusters Score -6869136 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -6869895.000000 Penalty: 3549.101074
	Iteration 3Q: 3 clusters Score -6869895 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -6871135.500000 Penalty: 3549.101074
	Iteration 4Q: 3 clusters Score -6871136 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -6873204.500000 Penalty: 3549.101074
	Iteration 5F: 3 clusters Score -6873204 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -6876522.000000 Penalty: 3549.101074
	Iteration 6F: 3 clusters Score -6876522 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -6881094.000000 Penalty: 3549.101074
	Iteration 7F: 3 clusters Score -6881094 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -6885392.500000 Penalty: 3549.101074
	Iteration 8F: 3 clusters Score -6885392 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -6887815.500000 Penalty: 3549.101074
	Iteration 9Q: 3 clusters Score -6887816 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -6888761.500000 Penalty: 3549.101074
	Iteration 10Q: 3 clusters Score -6888762 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -6889067.500000 Penalty: 3549.101074
	Iteration 11Q: 3 clusters Score -6889068 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -6889181.500000 Penalty: 3549.101074
	Iteration 12Q: 3 clusters Score -6889182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -6889235.000000 Penalty: 3549.101074
	Iteration 13Q: 3 clusters Score -6889235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -6889270.000000 Penalty: 3549.101074
	Iteration 14Q: 3 clusters Score -6889270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -6889280.500000 Penalty: 3549.101074
	Iteration 15Q: 3 clusters Score -6889280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -6889285.000000 Penalty: 3549.101074
	Iteration 16Q: 3 clusters Score -6889285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
Score: -6889287.000000 Penalty: 3549.101074
	Iteration 17Q: 3 clusters Score -6889287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -6889291.000000 Penalty: 3549.101074
	Iteration 18Q: 3 clusters Score -6889291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -6889291.000000 Penalty: 3549.101074
	Iteration 19F: 3 clusters Score -6889291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Entering Unmasked Estep 
Score: -3601515.250000 Penalty: 1668.356689
	Iteration 0F: 2 clusters Score -3601515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3582108.250000 Penalty: 3336.713379
	Iteration 0F: 3 clusters Score -3582108 nChanged 13306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3589466.250000 Penalty: 3336.713379
	Iteration 1F: 3 clusters Score -3589466 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3589822.250000 Penalty: 3336.713379
	Iteration 2Q: 3 clusters Score -3589822 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3590174.750000 Penalty: 3336.713379
	Iteration 3Q: 3 clusters Score -3590175 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3590576.000000 Penalty: 3336.713379
	Iteration 4Q: 3 clusters Score -3590576 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -3591091.500000 Penalty: 3336.713379
	Iteration 5Q: 3 clusters Score -3591092 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -3591771.000000 Penalty: 3336.713379
	Iteration 6Q: 3 clusters Score -3591771 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3592756.000000 Penalty: 3336.713379
	Iteration 7F: 3 clusters Score -3592756 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -3594078.000000 Penalty: 3336.713379
	Iteration 8F: 3 clusters Score -3594078 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -3595651.250000 Penalty: 3336.713379
	Iteration 9F: 3 clusters Score -3595651 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3597054.250000 Penalty: 3336.713379
	Iteration 10F: 3 clusters Score -3597054 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -3598174.750000 Penalty: 3336.713379
	Iteration 11Q: 3 clusters Score -3598175 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3598900.000000 Penalty: 3336.713379
	Iteration 12Q: 3 clusters Score -3598900 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3599330.000000 Penalty: 3336.713379
	Iteration 13Q: 3 clusters Score -3599330 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -3599631.250000 Penalty: 3336.713379
	Iteration 14Q: 3 clusters Score -3599631 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -3599794.000000 Penalty: 3336.713379
	Iteration 15Q: 3 clusters Score -3599794 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3599891.000000 Penalty: 3336.713379
	Iteration 16Q: 3 clusters Score -3599891 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -3599954.500000 Penalty: 3336.713379
	Iteration 17Q: 3 clusters Score -3599954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -3600010.750000 Penalty: 3336.713379
	Iteration 18Q: 3 clusters Score -3600011 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -3600036.000000 Penalty: 3336.713379
	Iteration 19Q: 3 clusters Score -3600036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -3600051.500000 Penalty: 3336.713379
	Iteration 20F: 3 clusters Score -3600052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -3600084.250000 Penalty: 3336.713379
	Iteration 21Q: 3 clusters Score -3600084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -3600096.000000 Penalty: 3336.713379
	Iteration 22Q: 3 clusters Score -3600096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3600105.500000 Penalty: 3336.713379
	Iteration 23Q: 3 clusters Score -3600106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -3600107.750000 Penalty: 3336.713379
	Iteration 24Q: 3 clusters Score -3600108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3600105.250000 Penalty: 3336.713379
	Iteration 25Q: 3 clusters Score -3600105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3600105.250000 Penalty: 3336.713379
	Iteration 26F: 3 clusters Score -3600105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Entering Unmasked Estep 
Score: -5706121.000000 Penalty: 1744.293213
	Iteration 0F: 2 clusters Score -5706121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -5675440.000000 Penalty: 3488.586426
	Iteration 0F: 3 clusters Score -5675440 nChanged 21478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -5687688.000000 Penalty: 3488.586426
	Iteration 1F: 3 clusters Score -5687688 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -5688405.500000 Penalty: 3488.586426
	Iteration 2Q: 3 clusters Score -5688406 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -5689193.500000 Penalty: 3488.586426
	Iteration 3Q: 3 clusters Score -5689194 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -5690253.000000 Penalty: 3488.586426
	Iteration 4Q: 3 clusters Score -5690253 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -5691586.500000 Penalty: 3488.586426
	Iteration 5F: 3 clusters Score -5691586 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -5693310.500000 Penalty: 3488.586426
	Iteration 6F: 3 clusters Score -5693310 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -5695386.000000 Penalty: 3488.586426
	Iteration 7F: 3 clusters Score -5695386 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -5697363.000000 Penalty: 3488.586426
	Iteration 8F: 3 clusters Score -5697363 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -5698932.000000 Penalty: 3488.586426
	Iteration 9F: 3 clusters Score -5698932 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -5699927.000000 Penalty: 3488.586426
	Iteration 10Q: 3 clusters Score -5699927 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -5700613.500000 Penalty: 3488.586426
	Iteration 11Q: 3 clusters Score -5700614 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -5701114.000000 Penalty: 3488.586426
	Iteration 12Q: 3 clusters Score -5701114 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -5701523.500000 Penalty: 3488.586426
	Iteration 13Q: 3 clusters Score -5701524 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -5701872.000000 Penalty: 3488.586426
	Iteration 14Q: 3 clusters Score -5701872 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -5702160.000000 Penalty: 3488.586426
	Iteration 15Q: 3 clusters Score -5702160 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -5702423.000000 Penalty: 3488.586426
	Iteration 16Q: 3 clusters Score -5702423 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -5702645.000000 Penalty: 3488.586426
	Iteration 17Q: 3 clusters Score -5702645 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -5702857.500000 Penalty: 3488.586426
	Iteration 18Q: 3 clusters Score -5702858 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -5703058.500000 Penalty: 3488.586426
	Iteration 19Q: 3 clusters Score -5703058 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -5703244.000000 Penalty: 3488.586426
	Iteration 20F: 3 clusters Score -5703244 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -5703423.000000 Penalty: 3488.586426
	Iteration 21Q: 3 clusters Score -5703423 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -5703564.500000 Penalty: 3488.586426
	Iteration 22Q: 3 clusters Score -5703564 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -5703712.000000 Penalty: 3488.586426
	Iteration 23Q: 3 clusters Score -5703712 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -5703827.000000 Penalty: 3488.586426
	Iteration 24Q: 3 clusters Score -5703827 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -5703893.000000 Penalty: 3488.586426
	Iteration 25Q: 3 clusters Score -5703893 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -5703964.500000 Penalty: 3488.586426
	Iteration 26Q: 3 clusters Score -5703964 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -5704023.000000 Penalty: 3488.586426
	Iteration 27Q: 3 clusters Score -5704023 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -5704063.500000 Penalty: 3488.586426
	Iteration 28Q: 3 clusters Score -5704064 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -5704146.500000 Penalty: 3488.586426
	Iteration 29Q: 3 clusters Score -5704146 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -5704226.000000 Penalty: 3488.586426
	Iteration 30Q: 3 clusters Score -5704226 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -5704274.500000 Penalty: 3488.586426
	Iteration 31Q: 3 clusters Score -5704274 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -5704299.000000 Penalty: 3488.586426
	Iteration 32Q: 3 clusters Score -5704299 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -5704337.500000 Penalty: 3488.586426
	Iteration 33Q: 3 clusters Score -5704338 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -5704370.500000 Penalty: 3488.586426
	Iteration 34Q: 3 clusters Score -5704370 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -5704404.000000 Penalty: 3488.586426
	Iteration 35Q: 3 clusters Score -5704404 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -5704453.000000 Penalty: 3488.586426
	Iteration 36Q: 3 clusters Score -5704453 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -5704494.000000 Penalty: 3488.586426
	Iteration 37Q: 3 clusters Score -5704494 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5704533.000000 Penalty: 3488.586426
	Iteration 38Q: 3 clusters Score -5704533 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -5704553.500000 Penalty: 3488.586426
	Iteration 39Q: 3 clusters Score -5704554 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5704583.500000 Penalty: 3488.586426
	Iteration 40F: 3 clusters Score -5704584 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -5704611.000000 Penalty: 3488.586426
	Iteration 41Q: 3 clusters Score -5704611 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5704614.500000 Penalty: 3488.586426
	Iteration 42Q: 3 clusters Score -5704614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -5704629.000000 Penalty: 3488.586426
	Iteration 43Q: 3 clusters Score -5704629 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5704656.000000 Penalty: 3488.586426
	Iteration 44Q: 3 clusters Score -5704656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5704669.000000 Penalty: 3488.586426
	Iteration 45Q: 3 clusters Score -5704669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -5704673.500000 Penalty: 3488.586426
	Iteration 46Q: 3 clusters Score -5704674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5704692.000000 Penalty: 3488.586426
	Iteration 47Q: 3 clusters Score -5704692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5704694.500000 Penalty: 3488.586426
	Iteration 48Q: 3 clusters Score -5704694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5704699.500000 Penalty: 3488.586426
	Iteration 49Q: 3 clusters Score -5704700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5704707.500000 Penalty: 3488.586426
	Iteration 50Q: 3 clusters Score -5704708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5704709.500000 Penalty: 3488.586426
	Iteration 51Q: 3 clusters Score -5704710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5704710.500000 Penalty: 3488.586426
	Iteration 52Q: 3 clusters Score -5704710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5704715.000000 Penalty: 3488.586426
	Iteration 53Q: 3 clusters Score -5704715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5704708.000000 Penalty: 3488.586426
	Iteration 54Q: 3 clusters Score -5704708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5704700.500000 Penalty: 3488.586426
	Iteration 55Q: 3 clusters Score -5704700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5704704.500000 Penalty: 3488.586426
	Iteration 56Q: 3 clusters Score -5704704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5704701.500000 Penalty: 3488.586426
	Iteration 57Q: 3 clusters Score -5704702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5704700.500000 Penalty: 3488.586426
	Iteration 58Q: 3 clusters Score -5704700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5704704.500000 Penalty: 3488.586426
	Iteration 59Q: 3 clusters Score -5704704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5704715.500000 Penalty: 3488.586426
	Iteration 60F: 3 clusters Score -5704716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5704719.500000 Penalty: 3488.586426
	Iteration 61Q: 3 clusters Score -5704720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5704719.000000 Penalty: 3488.586426
	Iteration 62Q: 3 clusters Score -5704719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5704721.000000 Penalty: 3488.586426
	Iteration 63Q: 3 clusters Score -5704721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5704720.500000 Penalty: 3488.586426
	Iteration 64Q: 3 clusters Score -5704720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5704716.000000 Penalty: 3488.586426
	Iteration 65Q: 3 clusters Score -5704716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5704717.000000 Penalty: 3488.586426
	Iteration 66Q: 3 clusters Score -5704717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5704719.500000 Penalty: 3488.586426
	Iteration 67Q: 3 clusters Score -5704720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5704719.500000 Penalty: 3488.586426
	Iteration 68Q: 3 clusters Score -5704720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5704720.000000 Penalty: 3488.586426
	Iteration 69Q: 3 clusters Score -5704720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5704722.500000 Penalty: 3488.586426
	Iteration 70Q: 3 clusters Score -5704722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5704722.000000 Penalty: 3488.586426
	Iteration 71Q: 3 clusters Score -5704722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5704725.500000 Penalty: 3488.586426
	Iteration 72Q: 3 clusters Score -5704726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5704726.000000 Penalty: 3488.586426
	Iteration 73Q: 3 clusters Score -5704726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5704726.500000 Penalty: 3488.586426
	Iteration 74Q: 3 clusters Score -5704726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5704727.500000 Penalty: 3488.586426
	Iteration 75Q: 3 clusters Score -5704728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5704727.500000 Penalty: 3488.586426
	Iteration 76Q: 3 clusters Score -5704728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5704720.500000 Penalty: 3488.586426
	Iteration 77Q: 3 clusters Score -5704720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5704720.000000 Penalty: 3488.586426
	Iteration 78Q: 3 clusters Score -5704720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5704727.500000 Penalty: 3488.586426
	Iteration 79Q: 3 clusters Score -5704728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5704727.500000 Penalty: 3488.586426
	Iteration 80F: 3 clusters Score -5704728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5704727.500000 Penalty: 3488.586426
	Iteration 81Q: 3 clusters Score -5704728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5704727.500000 Penalty: 3488.586426
	Iteration 82Q: 3 clusters Score -5704728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5704728.500000 Penalty: 3488.586426
	Iteration 83Q: 3 clusters Score -5704728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5704728.500000 Penalty: 3488.586426
	Iteration 84Q: 3 clusters Score -5704728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5704732.000000 Penalty: 3488.586426
	Iteration 85Q: 3 clusters Score -5704732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5704729.500000 Penalty: 3488.586426
	Iteration 86Q: 3 clusters Score -5704730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5704734.000000 Penalty: 3488.586426
	Iteration 87Q: 3 clusters Score -5704734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5704739.500000 Penalty: 3488.586426
	Iteration 88Q: 3 clusters Score -5704740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5704734.000000 Penalty: 3488.586426
	Iteration 89Q: 3 clusters Score -5704734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5704747.000000 Penalty: 3488.586426
	Iteration 90Q: 3 clusters Score -5704747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5704745.000000 Penalty: 3488.586426
	Iteration 91Q: 3 clusters Score -5704745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5704745.000000 Penalty: 3488.586426
	Iteration 92F: 3 clusters Score -5704745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -570073.937500 Penalty: 1378.893188
	Iteration 0F: 2 clusters Score -570073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -566227.687500 Penalty: 2757.786377
	Iteration 0F: 3 clusters Score -566227.7 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -567343.187500 Penalty: 2757.786377
	Iteration 1F: 3 clusters Score -567343.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -567674.312500 Penalty: 2757.786377
	Iteration 2F: 3 clusters Score -567674.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -567952.062500 Penalty: 2757.786377
	Iteration 3F: 3 clusters Score -567952.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -568163.500000 Penalty: 2757.786377
	Iteration 4F: 3 clusters Score -568163.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -568356.937500 Penalty: 2757.786377
	Iteration 5F: 3 clusters Score -568356.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -568517.625000 Penalty: 2757.786377
	Iteration 6Q: 3 clusters Score -568517.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -568639.000000 Penalty: 2757.786377
	Iteration 7Q: 3 clusters Score -568639 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -568736.062500 Penalty: 2757.786377
	Iteration 8Q: 3 clusters Score -568736.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -568806.125000 Penalty: 2757.786377
	Iteration 9Q: 3 clusters Score -568806.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -568858.500000 Penalty: 2757.786377
	Iteration 10Q: 3 clusters Score -568858.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -568899.250000 Penalty: 2757.786377
	Iteration 11Q: 3 clusters Score -568899.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -568924.687500 Penalty: 2757.786377
	Iteration 12Q: 3 clusters Score -568924.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -568941.625000 Penalty: 2757.786377
	Iteration 13Q: 3 clusters Score -568941.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -568960.000000 Penalty: 2757.786377
	Iteration 14Q: 3 clusters Score -568960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -568976.125000 Penalty: 2757.786377
	Iteration 15Q: 3 clusters Score -568976.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -568986.875000 Penalty: 2757.786377
	Iteration 16Q: 3 clusters Score -568986.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -569000.000000 Penalty: 2757.786377
	Iteration 17Q: 3 clusters Score -569000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -569016.187500 Penalty: 2757.786377
	Iteration 18Q: 3 clusters Score -569016.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -569033.187500 Penalty: 2757.786377
	Iteration 19Q: 3 clusters Score -569033.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -569044.562500 Penalty: 2757.786377
	Iteration 20F: 3 clusters Score -569044.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -569053.625000 Penalty: 2757.786377
	Iteration 21Q: 3 clusters Score -569053.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -569061.000000 Penalty: 2757.786377
	Iteration 22Q: 3 clusters Score -569061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -569064.750000 Penalty: 2757.786377
	Iteration 23Q: 3 clusters Score -569064.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -569067.500000 Penalty: 2757.786377
	Iteration 24Q: 3 clusters Score -569067.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -569069.062500 Penalty: 2757.786377
	Iteration 25Q: 3 clusters Score -569069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -569072.250000 Penalty: 2757.786377
	Iteration 26Q: 3 clusters Score -569072.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -569076.500000 Penalty: 2757.786377
	Iteration 27Q: 3 clusters Score -569076.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -569078.250000 Penalty: 2757.786377
	Iteration 28Q: 3 clusters Score -569078.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -569081.750000 Penalty: 2757.786377
	Iteration 29Q: 3 clusters Score -569081.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -569087.937500 Penalty: 2757.786377
	Iteration 30Q: 3 clusters Score -569087.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -569091.187500 Penalty: 2757.786377
	Iteration 31Q: 3 clusters Score -569091.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -569090.937500 Penalty: 2757.786377
	Iteration 32Q: 3 clusters Score -569090.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -569094.312500 Penalty: 2757.786377
	Iteration 33Q: 3 clusters Score -569094.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -569098.000000 Penalty: 2757.786377
	Iteration 34Q: 3 clusters Score -569098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -569102.812500 Penalty: 2757.786377
	Iteration 35Q: 3 clusters Score -569102.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -569106.375000 Penalty: 2757.786377
	Iteration 36Q: 3 clusters Score -569106.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -569109.625000 Penalty: 2757.786377
	Iteration 37Q: 3 clusters Score -569109.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -569112.000000 Penalty: 2757.786377
	Iteration 38Q: 3 clusters Score -569112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -569114.937500 Penalty: 2757.786377
	Iteration 39Q: 3 clusters Score -569114.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -569121.000000 Penalty: 2757.786377
	Iteration 40F: 3 clusters Score -569121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -569127.875000 Penalty: 2757.786377
	Iteration 41Q: 3 clusters Score -569127.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -569136.375000 Penalty: 2757.786377
	Iteration 42Q: 3 clusters Score -569136.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -569146.625000 Penalty: 2757.786377
	Iteration 43Q: 3 clusters Score -569146.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -569152.437500 Penalty: 2757.786377
	Iteration 44Q: 3 clusters Score -569152.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -569157.187500 Penalty: 2757.786377
	Iteration 45Q: 3 clusters Score -569157.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -569162.500000 Penalty: 2757.786377
	Iteration 46Q: 3 clusters Score -569162.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -569167.687500 Penalty: 2757.786377
	Iteration 47Q: 3 clusters Score -569167.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -569171.812500 Penalty: 2757.786377
	Iteration 48Q: 3 clusters Score -569171.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -569173.187500 Penalty: 2757.786377
	Iteration 49Q: 3 clusters Score -569173.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -569177.000000 Penalty: 2757.786377
	Iteration 50Q: 3 clusters Score -569177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -569179.937500 Penalty: 2757.786377
	Iteration 51Q: 3 clusters Score -569179.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -569182.187500 Penalty: 2757.786377
	Iteration 52Q: 3 clusters Score -569182.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -569184.312500 Penalty: 2757.786377
	Iteration 53Q: 3 clusters Score -569184.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -569185.937500 Penalty: 2757.786377
	Iteration 54Q: 3 clusters Score -569185.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -569187.562500 Penalty: 2757.786377
	Iteration 55Q: 3 clusters Score -569187.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -569189.312500 Penalty: 2757.786377
	Iteration 56Q: 3 clusters Score -569189.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -569190.187500 Penalty: 2757.786377
	Iteration 57Q: 3 clusters Score -569190.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -569193.750000 Penalty: 2757.786377
	Iteration 58Q: 3 clusters Score -569193.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -569197.250000 Penalty: 2757.786377
	Iteration 59Q: 3 clusters Score -569197.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -569198.187500 Penalty: 2757.786377
	Iteration 60F: 3 clusters Score -569198.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -569199.750000 Penalty: 2757.786377
	Iteration 61Q: 3 clusters Score -569199.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -569200.562500 Penalty: 2757.786377
	Iteration 62Q: 3 clusters Score -569200.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -569203.625000 Penalty: 2757.786377
	Iteration 63Q: 3 clusters Score -569203.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -569203.812500 Penalty: 2757.786377
	Iteration 64Q: 3 clusters Score -569203.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -569205.687500 Penalty: 2757.786377
	Iteration 65Q: 3 clusters Score -569205.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -569207.875000 Penalty: 2757.786377
	Iteration 66Q: 3 clusters Score -569207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -569208.312500 Penalty: 2757.786377
	Iteration 67Q: 3 clusters Score -569208.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -569207.937500 Penalty: 2757.786377
	Iteration 68Q: 3 clusters Score -569207.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -569207.937500 Penalty: 2757.786377
	Iteration 69F: 3 clusters Score -569207.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70561 members 
Entering Unmasked Estep 
Score: -8793064.000000 Penalty: 1814.187866
	Iteration 0F: 2 clusters Score -8793064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -8747144.000000 Penalty: 3628.375732
	Iteration 0F: 3 clusters Score -8747144 nChanged 33497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -8766577.000000 Penalty: 3628.375732
	Iteration 1F: 3 clusters Score -8766577 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -8767413.000000 Penalty: 3628.375732
	Iteration 2Q: 3 clusters Score -8767413 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -8768844.000000 Penalty: 3628.375732
	Iteration 3Q: 3 clusters Score -8768844 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -8771268.000000 Penalty: 3628.375732
	Iteration 4F: 3 clusters Score -8771268 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -8775461.000000 Penalty: 3628.375732
	Iteration 5F: 3 clusters Score -8775461 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -8781154.000000 Penalty: 3628.375732
	Iteration 6F: 3 clusters Score -8781154 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -8786430.000000 Penalty: 3628.375732
	Iteration 7F: 3 clusters Score -8786430 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68634 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8789704.000000 Penalty: 3628.375732
	Iteration 8Q: 3 clusters Score -8789704 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69888 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8790874.000000 Penalty: 3628.375732
	Iteration 9Q: 3 clusters Score -8790874 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8791238.000000 Penalty: 3628.375732
	Iteration 10Q: 3 clusters Score -8791238 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8791369.000000 Penalty: 3628.375732
	Iteration 11Q: 3 clusters Score -8791369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70377 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8791434.000000 Penalty: 3628.375732
	Iteration 12Q: 3 clusters Score -8791434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70393 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8791472.000000 Penalty: 3628.375732
	Iteration 13Q: 3 clusters Score -8791472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8791476.000000 Penalty: 3628.375732
	Iteration 14Q: 3 clusters Score -8791476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8791483.000000 Penalty: 3628.375732
	Iteration 15Q: 3 clusters Score -8791483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -8791489.000000 Penalty: 3628.375732
	Iteration 16Q: 3 clusters Score -8791489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8791494.000000 Penalty: 3628.375732
	Iteration 17Q: 3 clusters Score -8791494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8791494.000000 Penalty: 3628.375732
	Iteration 18F: 3 clusters Score -8791494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (95854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95854 members 
Entering Unmasked Estep 
Score: -11863312.000000 Penalty: 1863.969482
	Iteration 0F: 2 clusters Score -1.186331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -11801543.000000 Penalty: 3727.938965
	Iteration 0F: 3 clusters Score -1.180154e+07 nChanged 45881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -11828630.000000 Penalty: 3727.938965
	Iteration 1F: 3 clusters Score -1.182863e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -11829632.000000 Penalty: 3727.938965
	Iteration 2Q: 3 clusters Score -1.182963e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -11831209.000000 Penalty: 3727.938965
	Iteration 3Q: 3 clusters Score -1.183121e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -11833687.000000 Penalty: 3727.938965
	Iteration 4F: 3 clusters Score -1.183369e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -11837535.000000 Penalty: 3727.938965
	Iteration 5F: 3 clusters Score -1.183754e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68160 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -11842834.000000 Penalty: 3727.938965
	Iteration 6F: 3 clusters Score -1.184283e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -11848069.000000 Penalty: 3727.938965
	Iteration 7F: 3 clusters Score -1.184807e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74011 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -11851396.000000 Penalty: 3727.938965
	Iteration 8F: 3 clusters Score -1.18514e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75293 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -11852693.000000 Penalty: 3727.938965
	Iteration 9Q: 3 clusters Score -1.185269e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76441 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -11853451.000000 Penalty: 3727.938965
	Iteration 10Q: 3 clusters Score -1.185345e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77465 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -11854094.000000 Penalty: 3727.938965
	Iteration 11Q: 3 clusters Score -1.185409e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78485 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -11854788.000000 Penalty: 3727.938965
	Iteration 12Q: 3 clusters Score -1.185479e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79400 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -11855456.000000 Penalty: 3727.938965
	Iteration 13Q: 3 clusters Score -1.185546e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -11856094.000000 Penalty: 3727.938965
	Iteration 14Q: 3 clusters Score -1.185609e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81108 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -11856811.000000 Penalty: 3727.938965
	Iteration 15Q: 3 clusters Score -1.185681e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -11857489.000000 Penalty: 3727.938965
	Iteration 16Q: 3 clusters Score -1.185749e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -11858070.000000 Penalty: 3727.938965
	Iteration 17Q: 3 clusters Score -1.185807e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83185 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -11858527.000000 Penalty: 3727.938965
	Iteration 18Q: 3 clusters Score -1.185853e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83786 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -11858882.000000 Penalty: 3727.938965
	Iteration 19Q: 3 clusters Score -1.185888e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84382 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -11859120.000000 Penalty: 3727.938965
	Iteration 20F: 3 clusters Score -1.185912e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -11859380.000000 Penalty: 3727.938965
	Iteration 21Q: 3 clusters Score -1.185938e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85436 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -11859525.000000 Penalty: 3727.938965
	Iteration 22Q: 3 clusters Score -1.185952e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85935 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -11859613.000000 Penalty: 3727.938965
	Iteration 23Q: 3 clusters Score -1.185961e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86394 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -11859699.000000 Penalty: 3727.938965
	Iteration 24Q: 3 clusters Score -1.18597e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86831 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -11859784.000000 Penalty: 3727.938965
	Iteration 25Q: 3 clusters Score -1.185978e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -11859859.000000 Penalty: 3727.938965
	Iteration 26Q: 3 clusters Score -1.185986e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87682 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -11859934.000000 Penalty: 3727.938965
	Iteration 27Q: 3 clusters Score -1.185993e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88081 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -11860104.000000 Penalty: 3727.938965
	Iteration 28Q: 3 clusters Score -1.18601e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88455 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -11860332.000000 Penalty: 3727.938965
	Iteration 29Q: 3 clusters Score -1.186033e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88817 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -11860606.000000 Penalty: 3727.938965
	Iteration 30Q: 3 clusters Score -1.186061e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89141 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -11860855.000000 Penalty: 3727.938965
	Iteration 31Q: 3 clusters Score -1.186086e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89445 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -11861041.000000 Penalty: 3727.938965
	Iteration 32Q: 3 clusters Score -1.186104e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89721 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -11861181.000000 Penalty: 3727.938965
	Iteration 33Q: 3 clusters Score -1.186118e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89993 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -11861278.000000 Penalty: 3727.938965
	Iteration 34Q: 3 clusters Score -1.186128e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90233 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -11861351.000000 Penalty: 3727.938965
	Iteration 35Q: 3 clusters Score -1.186135e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -11861437.000000 Penalty: 3727.938965
	Iteration 36Q: 3 clusters Score -1.186144e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90669 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -11861482.000000 Penalty: 3727.938965
	Iteration 37Q: 3 clusters Score -1.186148e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90880 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -11861599.000000 Penalty: 3727.938965
	Iteration 38Q: 3 clusters Score -1.18616e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91081 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -11861715.000000 Penalty: 3727.938965
	Iteration 39Q: 3 clusters Score -1.186172e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91274 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -11861752.000000 Penalty: 3727.938965
	Iteration 40F: 3 clusters Score -1.186175e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91454 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -11861822.000000 Penalty: 3727.938965
	Iteration 41Q: 3 clusters Score -1.186182e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91625 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -11861921.000000 Penalty: 3727.938965
	Iteration 42Q: 3 clusters Score -1.186192e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -11861939.000000 Penalty: 3727.938965
	Iteration 43Q: 3 clusters Score -1.186194e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91914 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -11861993.000000 Penalty: 3727.938965
	Iteration 44Q: 3 clusters Score -1.186199e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92050 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -11862082.000000 Penalty: 3727.938965
	Iteration 45Q: 3 clusters Score -1.186208e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -11862116.000000 Penalty: 3727.938965
	Iteration 46Q: 3 clusters Score -1.186212e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -11862139.000000 Penalty: 3727.938965
	Iteration 47Q: 3 clusters Score -1.186214e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92457 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -11862155.000000 Penalty: 3727.938965
	Iteration 48Q: 3 clusters Score -1.186216e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92576 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -11862162.000000 Penalty: 3727.938965
	Iteration 49Q: 3 clusters Score -1.186216e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92700 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -11862197.000000 Penalty: 3727.938965
	Iteration 50Q: 3 clusters Score -1.18622e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92799 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -11862186.000000 Penalty: 3727.938965
	Iteration 51Q: 3 clusters Score -1.186219e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92884 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -11862197.000000 Penalty: 3727.938965
	Iteration 52Q: 3 clusters Score -1.18622e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -11862205.000000 Penalty: 3727.938965
	Iteration 53Q: 3 clusters Score -1.18622e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -11862219.000000 Penalty: 3727.938965
	Iteration 54Q: 3 clusters Score -1.186222e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93124 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -11862223.000000 Penalty: 3727.938965
	Iteration 55Q: 3 clusters Score -1.186222e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93199 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -11862190.000000 Penalty: 3727.938965
	Iteration 56Q: 3 clusters Score -1.186219e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93265 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -11862209.000000 Penalty: 3727.938965
	Iteration 57Q: 3 clusters Score -1.186221e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -11862233.000000 Penalty: 3727.938965
	Iteration 58Q: 3 clusters Score -1.186223e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93427 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -11862231.000000 Penalty: 3727.938965
	Iteration 59Q: 3 clusters Score -1.186223e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93506 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -11862221.000000 Penalty: 3727.938965
	Iteration 60F: 3 clusters Score -1.186222e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93583 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -11862217.000000 Penalty: 3727.938965
	Iteration 61Q: 3 clusters Score -1.186222e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -11862230.000000 Penalty: 3727.938965
	Iteration 62Q: 3 clusters Score -1.186223e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93740 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -11862192.000000 Penalty: 3727.938965
	Iteration 63Q: 3 clusters Score -1.186219e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93807 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -11862187.000000 Penalty: 3727.938965
	Iteration 64Q: 3 clusters Score -1.186219e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93885 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -11862163.000000 Penalty: 3727.938965
	Iteration 65Q: 3 clusters Score -1.186216e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -11862184.000000 Penalty: 3727.938965
	Iteration 66Q: 3 clusters Score -1.186218e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94028 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -11862177.000000 Penalty: 3727.938965
	Iteration 67Q: 3 clusters Score -1.186218e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94090 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -11862177.000000 Penalty: 3727.938965
	Iteration 68Q: 3 clusters Score -1.186218e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94146 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -11862160.000000 Penalty: 3727.938965
	Iteration 69Q: 3 clusters Score -1.186216e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94206 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -11862161.000000 Penalty: 3727.938965
	Iteration 70Q: 3 clusters Score -1.186216e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94271 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -11862184.000000 Penalty: 3727.938965
	Iteration 71Q: 3 clusters Score -1.186218e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94336 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -11862163.000000 Penalty: 3727.938965
	Iteration 72Q: 3 clusters Score -1.186216e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94394 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -11862141.000000 Penalty: 3727.938965
	Iteration 73Q: 3 clusters Score -1.186214e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94438 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11862169.000000 Penalty: 3727.938965
	Iteration 74Q: 3 clusters Score -1.186217e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94482 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -11862156.000000 Penalty: 3727.938965
	Iteration 75Q: 3 clusters Score -1.186216e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94542 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -11862164.000000 Penalty: 3727.938965
	Iteration 76Q: 3 clusters Score -1.186216e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94604 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -11862165.000000 Penalty: 3727.938965
	Iteration 77Q: 3 clusters Score -1.186216e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94663 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -11862166.000000 Penalty: 3727.938965
	Iteration 78Q: 3 clusters Score -1.186217e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94738 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -11862157.000000 Penalty: 3727.938965
	Iteration 79Q: 3 clusters Score -1.186216e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -11862169.000000 Penalty: 3727.938965
	Iteration 80F: 3 clusters Score -1.186217e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94857 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11862150.000000 Penalty: 3727.938965
	Iteration 81Q: 3 clusters Score -1.186215e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94911 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -11862139.000000 Penalty: 3727.938965
	Iteration 82Q: 3 clusters Score -1.186214e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94952 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -11862138.000000 Penalty: 3727.938965
	Iteration 83Q: 3 clusters Score -1.186214e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94988 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11862136.000000 Penalty: 3727.938965
	Iteration 84Q: 3 clusters Score -1.186214e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95018 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -11862112.000000 Penalty: 3727.938965
	Iteration 85Q: 3 clusters Score -1.186211e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95044 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11862140.000000 Penalty: 3727.938965
	Iteration 86Q: 3 clusters Score -1.186214e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95064 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11862118.000000 Penalty: 3727.938965
	Iteration 87Q: 3 clusters Score -1.186212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95078 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -11862130.000000 Penalty: 3727.938965
	Iteration 88Q: 3 clusters Score -1.186213e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95095 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -11862132.000000 Penalty: 3727.938965
	Iteration 89Q: 3 clusters Score -1.186213e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95113 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -11862124.000000 Penalty: 3727.938965
	Iteration 90Q: 3 clusters Score -1.186212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95125 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -11862140.000000 Penalty: 3727.938965
	Iteration 91Q: 3 clusters Score -1.186214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95136 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -11862138.000000 Penalty: 3727.938965
	Iteration 92Q: 3 clusters Score -1.186214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95147 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -11862141.000000 Penalty: 3727.938965
	Iteration 93Q: 3 clusters Score -1.186214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95158 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -11862153.000000 Penalty: 3727.938965
	Iteration 94Q: 3 clusters Score -1.186215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95169 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -11862152.000000 Penalty: 3727.938965
	Iteration 95Q: 3 clusters Score -1.186215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95176 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11862158.000000 Penalty: 3727.938965
	Iteration 96Q: 3 clusters Score -1.186216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95179 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -11862150.000000 Penalty: 3727.938965
	Iteration 97Q: 3 clusters Score -1.186215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95181 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -11862149.000000 Penalty: 3727.938965
	Iteration 98Q: 3 clusters Score -1.186215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95185 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -11862144.000000 Penalty: 3727.938965
	Iteration 99Q: 3 clusters Score -1.186214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95184 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -11862147.000000 Penalty: 3727.938965
	Iteration 100F: 3 clusters Score -1.186215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95188 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -11862142.000000 Penalty: 3727.938965
	Iteration 101Q: 3 clusters Score -1.186214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95194 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -11862139.000000 Penalty: 3727.938965
	Iteration 102Q: 3 clusters Score -1.186214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95196 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11862144.000000 Penalty: 3727.938965
	Iteration 103Q: 3 clusters Score -1.186214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95198 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11862146.000000 Penalty: 3727.938965
	Iteration 104Q: 3 clusters Score -1.186215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95202 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11862148.000000 Penalty: 3727.938965
	Iteration 105Q: 3 clusters Score -1.186215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95202 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11862148.000000 Penalty: 3727.938965
	Iteration 106F: 3 clusters Score -1.186215e+07 nChanged 0
--- Evaluating fit on full set of 1863812 points ---
Entering Unmasked Estep 
Score: -228190976.000000 Penalty: 42231.542969
22->19 Clusters: Score -228190976.000000, best is -228212816.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 621270 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 28102 members 
Mstep: Class 3 contains 28100 members 
Mstep: Class 4 contains 28223 members 
Mstep: Class 5 contains 28276 members 
Mstep: Class 6 contains 28557 members 
Mstep: Class 7 contains 28210 members 
Mstep: Class 8 contains 28162 members 
Mstep: Class 9 contains 28334 members 
Mstep: Class 10 contains 28595 members 
Mstep: Class 11 contains 28460 members 
Mstep: Class 12 contains 28247 members 
Mstep: Class 13 contains 28397 members 
Mstep: Class 14 contains 27933 members 
Mstep: Class 15 contains 27928 members 
Mstep: Class 16 contains 28166 members 
Mstep: Class 17 contains 28121 members 
Mstep: Class 18 contains 28259 members 
Mstep: Class 19 contains 28318 members 
Mstep: Class 20 contains 28511 members 
Mstep: Class 21 contains 28165 members 
Mstep: Class 22 contains 28081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 669.973022 but Gain 2167.671875
Score: -73651904.000000 Penalty: 45521.117188
Iteration 0F: 22 clusters Score -7.36519e+07 nChanged 589867
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 35137 members 
Mstep: Class 3 contains 28485 members 
Mstep: Class 4 contains 18708 members 
Mstep: Class 5 contains 29945 members 
Mstep: Class 6 contains 18797 members 
Mstep: Class 7 contains 6112 members 
Mstep: Class 8 contains 21996 members 
Mstep: Class 9 contains 29333 members 
Mstep: Class 10 contains 49724 members 
Mstep: Class 11 contains 25614 members 
Mstep: Class 12 contains 24558 members 
Mstep: Class 13 contains 62238 members 
Mstep: Class 14 contains 32128 members 
Mstep: Class 15 contains 21617 members 
Mstep: Class 16 contains 22588 members 
Mstep: Class 17 contains 62230 members 
Mstep: Class 18 contains 26318 members 
Mstep: Class 20 contains 21607 members 
Mstep: Class 21 contains 20261 members 
Mstep: Class 22 contains 22047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74835176.000000 Penalty: 45521.117188
Iteration 1F: 22 clusters Score -7.483518e+07 nChanged 187832
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 38625 members 
Mstep: Class 3 contains 28192 members 
Mstep: Class 4 contains 14422 members 
Mstep: Class 5 contains 23424 members 
Mstep: Class 6 contains 15607 members 
Mstep: Class 7 contains 2446 members 
Mstep: Class 8 contains 18723 members 
Mstep: Class 9 contains 29469 members 
Mstep: Class 10 contains 47941 members 
Mstep: Class 11 contains 24857 members 
Mstep: Class 12 contains 24116 members 
Mstep: Class 13 contains 81080 members 
Mstep: Class 14 contains 35204 members 
Mstep: Class 15 contains 18183 members 
Mstep: Class 16 contains 21878 members 
Mstep: Class 17 contains 80164 members 
Mstep: Class 18 contains 26642 members 
Mstep: Class 20 contains 19038 members 
Mstep: Class 21 contains 15284 members 
Mstep: Class 22 contains 22217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1650.646729 but Gain 2167.671875
Score: -75003456.000000 Penalty: 43353.445312
Iteration 2F: 21 clusters Score -7.500346e+07 nChanged 138151
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 38064 members 
Mstep: Class 3 contains 24375 members 
Mstep: Class 4 contains 10087 members 
Mstep: Class 5 contains 18273 members 
Mstep: Class 6 contains 14181 members 
Mstep: Class 8 contains 14373 members 
Mstep: Class 9 contains 28518 members 
Mstep: Class 10 contains 49525 members 
Mstep: Class 11 contains 23446 members 
Mstep: Class 12 contains 21061 members 
Mstep: Class 13 contains 109272 members 
Mstep: Class 14 contains 35128 members 
Mstep: Class 15 contains 13866 members 
Mstep: Class 16 contains 19512 members 
Mstep: Class 17 contains 101374 members 
Mstep: Class 18 contains 24022 members 
Mstep: Class 20 contains 15229 members 
Mstep: Class 21 contains 10611 members 
Mstep: Class 22 contains 20723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75109808.000000 Penalty: 43353.445312
Iteration 3F: 21 clusters Score -7.510981e+07 nChanged 121236
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 35838 members 
Mstep: Class 3 contains 19136 members 
Mstep: Class 4 contains 6518 members 
Mstep: Class 5 contains 12960 members 
Mstep: Class 6 contains 13248 members 
Mstep: Class 8 contains 10281 members 
Mstep: Class 9 contains 26601 members 
Mstep: Class 10 contains 55688 members 
Mstep: Class 11 contains 21989 members 
Mstep: Class 12 contains 18216 members 
Mstep: Class 13 contains 130817 members 
Mstep: Class 14 contains 33722 members 
Mstep: Class 15 contains 9715 members 
Mstep: Class 16 contains 17108 members 
Mstep: Class 17 contains 127107 members 
Mstep: Class 18 contains 20416 members 
Mstep: Class 20 contains 10947 members 
Mstep: Class 21 contains 6300 members 
Mstep: Class 22 contains 18801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75128280.000000 Penalty: 43353.445312
Iteration 4F: 21 clusters Score -7.512828e+07 nChanged 102325
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 36108 members 
Mstep: Class 3 contains 16291 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 9792 members 
Mstep: Class 6 contains 14265 members 
Mstep: Class 8 contains 7870 members 
Mstep: Class 9 contains 26821 members 
Mstep: Class 10 contains 71246 members 
Mstep: Class 11 contains 22385 members 
Mstep: Class 12 contains 17597 members 
Mstep: Class 13 contains 125427 members 
Mstep: Class 14 contains 35524 members 
Mstep: Class 15 contains 7450 members 
Mstep: Class 16 contains 17224 members 
Mstep: Class 17 contains 136734 members 
Mstep: Class 18 contains 18960 members 
Mstep: Class 20 contains 8211 members 
Mstep: Class 21 contains 4090 members 
Mstep: Class 22 contains 18186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75182856.000000 Penalty: 43353.445312
Iteration 5F: 21 clusters Score -7.518286e+07 nChanged 83244
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 35910 members 
Mstep: Class 3 contains 13918 members 
Mstep: Class 4 contains 3074 members 
Mstep: Class 5 contains 7995 members 
Mstep: Class 6 contains 16961 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 27362 members 
Mstep: Class 10 contains 91501 members 
Mstep: Class 11 contains 22608 members 
Mstep: Class 12 contains 18003 members 
Mstep: Class 13 contains 120330 members 
Mstep: Class 14 contains 38842 members 
Mstep: Class 15 contains 5698 members 
Mstep: Class 16 contains 18422 members 
Mstep: Class 17 contains 130411 members 
Mstep: Class 18 contains 18647 members 
Mstep: Class 20 contains 5884 members 
Mstep: Class 21 contains 2941 members 
Mstep: Class 22 contains 17520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75246168.000000 Penalty: 43353.445312
Iteration 6F: 21 clusters Score -7.524617e+07 nChanged 70844
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 34808 members 
Mstep: Class 3 contains 11366 members 
Mstep: Class 4 contains 2109 members 
Mstep: Class 5 contains 6977 members 
Mstep: Class 6 contains 20597 members 
Mstep: Class 8 contains 4407 members 
Mstep: Class 9 contains 27548 members 
Mstep: Class 10 contains 110937 members 
Mstep: Class 11 contains 22293 members 
Mstep: Class 12 contains 18684 members 
Mstep: Class 13 contains 115035 members 
Mstep: Class 14 contains 42306 members 
Mstep: Class 15 contains 4234 members 
Mstep: Class 16 contains 19422 members 
Mstep: Class 17 contains 122499 members 
Mstep: Class 18 contains 18680 members 
Mstep: Class 20 contains 4002 members 
Mstep: Class 21 contains 2149 members 
Mstep: Class 22 contains 16372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1642.558960 but Gain 2167.671875
Score: -75293920.000000 Penalty: 41185.773438
Iteration 7F: 20 clusters Score -7.529392e+07 nChanged 61208
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 33951 members 
Mstep: Class 3 contains 8999 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 25090 members 
Mstep: Class 8 contains 3311 members 
Mstep: Class 9 contains 27737 members 
Mstep: Class 10 contains 125782 members 
Mstep: Class 11 contains 22336 members 
Mstep: Class 12 contains 19632 members 
Mstep: Class 13 contains 109811 members 
Mstep: Class 14 contains 46033 members 
Mstep: Class 15 contains 3227 members 
Mstep: Class 16 contains 19924 members 
Mstep: Class 17 contains 115091 members 
Mstep: Class 18 contains 18795 members 
Mstep: Class 20 contains 2761 members 
Mstep: Class 21 contains 1619 members 
Mstep: Class 22 contains 14812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1946.773315 but Gain 2167.671875
Score: -75326064.000000 Penalty: 39018.101562
Iteration 8F: 19 clusters Score -7.532606e+07 nChanged 50988
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 33958 members 
Mstep: Class 3 contains 6876 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 29480 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 28338 members 
Mstep: Class 10 contains 132998 members 
Mstep: Class 11 contains 23068 members 
Mstep: Class 12 contains 20627 members 
Mstep: Class 13 contains 106513 members 
Mstep: Class 14 contains 49882 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 20053 members 
Mstep: Class 17 contains 109022 members 
Mstep: Class 18 contains 18778 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 13147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2048.599609 but Gain 2167.671875
Score: -75351048.000000 Penalty: 36850.429688
Iteration 9F: 18 clusters Score -7.535105e+07 nChanged 42235
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 34867 members 
Mstep: Class 3 contains 5180 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 33707 members 
Mstep: Class 8 contains 2040 members 
Mstep: Class 9 contains 29174 members 
Mstep: Class 10 contains 134540 members 
Mstep: Class 11 contains 24084 members 
Mstep: Class 12 contains 21571 members 
Mstep: Class 13 contains 103947 members 
Mstep: Class 14 contains 53090 members 
Mstep: Class 16 contains 19943 members 
Mstep: Class 17 contains 105263 members 
Mstep: Class 18 contains 18742 members 
Mstep: Class 21 contains 953 members 
Mstep: Class 22 contains 11591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1821.870850 but Gain 2167.675781
Score: -75373336.000000 Penalty: 34682.753906
Iteration 10F: 17 clusters Score -7.537334e+07 nChanged 36689
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 36532 members 
Mstep: Class 3 contains 3852 members 
Mstep: Class 5 contains 7254 members 
Mstep: Class 6 contains 37411 members 
Mstep: Class 9 contains 30394 members 
Mstep: Class 10 contains 133223 members 
Mstep: Class 11 contains 25042 members 
Mstep: Class 12 contains 22603 members 
Mstep: Class 13 contains 101918 members 
Mstep: Class 14 contains 55832 members 
Mstep: Class 16 contains 19846 members 
Mstep: Class 17 contains 102197 members 
Mstep: Class 18 contains 18627 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 10104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75395360.000000 Penalty: 34682.753906
Iteration 11F: 17 clusters Score -7.539536e+07 nChanged 31919
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 38591 members 
Mstep: Class 3 contains 2882 members 
Mstep: Class 5 contains 7465 members 
Mstep: Class 6 contains 40757 members 
Mstep: Class 9 contains 31717 members 
Mstep: Class 10 contains 129763 members 
Mstep: Class 11 contains 26056 members 
Mstep: Class 12 contains 23803 members 
Mstep: Class 13 contains 99979 members 
Mstep: Class 14 contains 57897 members 
Mstep: Class 16 contains 19574 members 
Mstep: Class 17 contains 99776 members 
Mstep: Class 18 contains 18014 members 
Mstep: Class 21 contains 593 members 
Mstep: Class 22 contains 8714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75412720.000000 Penalty: 34682.753906
Iteration 12F: 17 clusters Score -7.541272e+07 nChanged 29702
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 41517 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 5 contains 7598 members 
Mstep: Class 6 contains 43789 members 
Mstep: Class 9 contains 33302 members 
Mstep: Class 10 contains 125476 members 
Mstep: Class 11 contains 27022 members 
Mstep: Class 12 contains 25101 members 
Mstep: Class 13 contains 98215 members 
Mstep: Class 14 contains 59230 members 
Mstep: Class 16 contains 19232 members 
Mstep: Class 17 contains 97919 members 
Mstep: Class 18 contains 16998 members 
Mstep: Class 21 contains 509 members 
Mstep: Class 22 contains 7529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1901.368530 but Gain 2167.669922
Score: -75429352.000000 Penalty: 32515.083984
Iteration 13Q: 16 clusters Score -7.542935e+07 nChanged 30166
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 45260 members 
Mstep: Class 5 contains 7627 members 
Mstep: Class 6 contains 46670 members 
Mstep: Class 9 contains 35161 members 
Mstep: Class 10 contains 120838 members 
Mstep: Class 11 contains 28100 members 
Mstep: Class 12 contains 26703 members 
Mstep: Class 13 contains 96805 members 
Mstep: Class 14 contains 60200 members 
Mstep: Class 16 contains 18942 members 
Mstep: Class 17 contains 96592 members 
Mstep: Class 18 contains 15796 members 
Mstep: Class 21 contains 453 members 
Mstep: Class 22 contains 6639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75445600.000000 Penalty: 32515.083984
Iteration 14Q: 16 clusters Score -7.54456e+07 nChanged 27484
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 49707 members 
Mstep: Class 5 contains 7616 members 
Mstep: Class 6 contains 48912 members 
Mstep: Class 9 contains 36964 members 
Mstep: Class 10 contains 115606 members 
Mstep: Class 11 contains 29083 members 
Mstep: Class 12 contains 28450 members 
Mstep: Class 13 contains 95266 members 
Mstep: Class 14 contains 60512 members 
Mstep: Class 16 contains 18608 members 
Mstep: Class 17 contains 94772 members 
Mstep: Class 18 contains 14280 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 5854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75459744.000000 Penalty: 32515.083984
Iteration 15Q: 16 clusters Score -7.545974e+07 nChanged 26611
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 54858 members 
Mstep: Class 5 contains 7569 members 
Mstep: Class 6 contains 50921 members 
Mstep: Class 9 contains 38632 members 
Mstep: Class 10 contains 110405 members 
Mstep: Class 11 contains 29882 members 
Mstep: Class 12 contains 30224 members 
Mstep: Class 13 contains 93643 members 
Mstep: Class 14 contains 60194 members 
Mstep: Class 16 contains 18395 members 
Mstep: Class 17 contains 93424 members 
Mstep: Class 18 contains 12763 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 5079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75473424.000000 Penalty: 32515.083984
Iteration 16Q: 16 clusters Score -7.547342e+07 nChanged 25919
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 60530 members 
Mstep: Class 5 contains 7477 members 
Mstep: Class 6 contains 52722 members 
Mstep: Class 9 contains 40254 members 
Mstep: Class 10 contains 105312 members 
Mstep: Class 11 contains 30500 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 91885 members 
Mstep: Class 14 contains 59324 members 
Mstep: Class 16 contains 18378 members 
Mstep: Class 17 contains 92111 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 21 contains 393 members 
Mstep: Class 22 contains 4412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75485128.000000 Penalty: 32515.083984
Iteration 17Q: 16 clusters Score -7.548513e+07 nChanged 24582
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 66655 members 
Mstep: Class 5 contains 7360 members 
Mstep: Class 6 contains 54303 members 
Mstep: Class 9 contains 41570 members 
Mstep: Class 10 contains 100504 members 
Mstep: Class 11 contains 30880 members 
Mstep: Class 12 contains 33801 members 
Mstep: Class 13 contains 90108 members 
Mstep: Class 14 contains 58124 members 
Mstep: Class 16 contains 18619 members 
Mstep: Class 17 contains 90702 members 
Mstep: Class 18 contains 10123 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 3883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75495448.000000 Penalty: 32515.083984
Iteration 18Q: 16 clusters Score -7.549545e+07 nChanged 23223
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 73138 members 
Mstep: Class 5 contains 7271 members 
Mstep: Class 6 contains 55720 members 
Mstep: Class 9 contains 42704 members 
Mstep: Class 10 contains 96198 members 
Mstep: Class 11 contains 30961 members 
Mstep: Class 12 contains 35531 members 
Mstep: Class 13 contains 88224 members 
Mstep: Class 14 contains 56535 members 
Mstep: Class 16 contains 19098 members 
Mstep: Class 17 contains 89082 members 
Mstep: Class 18 contains 8987 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75503504.000000 Penalty: 32515.083984
Iteration 19Q: 16 clusters Score -7.55035e+07 nChanged 21301
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 79260 members 
Mstep: Class 5 contains 7238 members 
Mstep: Class 6 contains 56975 members 
Mstep: Class 9 contains 43550 members 
Mstep: Class 10 contains 93459 members 
Mstep: Class 11 contains 30685 members 
Mstep: Class 12 contains 37250 members 
Mstep: Class 13 contains 85671 members 
Mstep: Class 14 contains 54632 members 
Mstep: Class 16 contains 19714 members 
Mstep: Class 17 contains 87589 members 
Mstep: Class 18 contains 7963 members 
Mstep: Class 21 contains 421 members 
Mstep: Class 22 contains 3123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75509296.000000 Penalty: 32515.083984
Iteration 20F: 16 clusters Score -7.55093e+07 nChanged 20537
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 85473 members 
Mstep: Class 5 contains 7252 members 
Mstep: Class 6 contains 58194 members 
Mstep: Class 9 contains 44269 members 
Mstep: Class 10 contains 91398 members 
Mstep: Class 11 contains 30273 members 
Mstep: Class 12 contains 38892 members 
Mstep: Class 13 contains 82406 members 
Mstep: Class 14 contains 52667 members 
Mstep: Class 16 contains 20475 members 
Mstep: Class 17 contains 86090 members 
Mstep: Class 18 contains 7031 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75515264.000000 Penalty: 32515.083984
Iteration 21Q: 16 clusters Score -7.551526e+07 nChanged 19943
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 91639 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 59464 members 
Mstep: Class 9 contains 44751 members 
Mstep: Class 10 contains 89828 members 
Mstep: Class 11 contains 29955 members 
Mstep: Class 12 contains 40401 members 
Mstep: Class 13 contains 78895 members 
Mstep: Class 14 contains 50744 members 
Mstep: Class 16 contains 21241 members 
Mstep: Class 17 contains 84331 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 2658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75520032.000000 Penalty: 32515.083984
Iteration 22Q: 16 clusters Score -7.552003e+07 nChanged 20202
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 98100 members 
Mstep: Class 5 contains 7404 members 
Mstep: Class 6 contains 60765 members 
Mstep: Class 9 contains 44787 members 
Mstep: Class 10 contains 88531 members 
Mstep: Class 11 contains 29525 members 
Mstep: Class 12 contains 41871 members 
Mstep: Class 13 contains 75286 members 
Mstep: Class 14 contains 48887 members 
Mstep: Class 16 contains 22005 members 
Mstep: Class 17 contains 82397 members 
Mstep: Class 18 contains 5504 members 
Mstep: Class 21 contains 486 members 
Mstep: Class 22 contains 2491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75523128.000000 Penalty: 32515.083984
Iteration 23Q: 16 clusters Score -7.552313e+07 nChanged 21354
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 104436 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 62166 members 
Mstep: Class 9 contains 44052 members 
Mstep: Class 10 contains 87466 members 
Mstep: Class 11 contains 29305 members 
Mstep: Class 12 contains 43166 members 
Mstep: Class 13 contains 71849 members 
Mstep: Class 14 contains 47287 members 
Mstep: Class 16 contains 22703 members 
Mstep: Class 17 contains 80435 members 
Mstep: Class 18 contains 4893 members 
Mstep: Class 21 contains 501 members 
Mstep: Class 22 contains 2373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75521904.000000 Penalty: 32515.083984
Iteration 24Q: 16 clusters Score -7.55219e+07 nChanged 21202
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 108003 members 
Mstep: Class 5 contains 7659 members 
Mstep: Class 6 contains 63796 members 
Mstep: Class 9 contains 43303 members 
Mstep: Class 10 contains 86901 members 
Mstep: Class 11 contains 29312 members 
Mstep: Class 12 contains 44393 members 
Mstep: Class 13 contains 69774 members 
Mstep: Class 14 contains 46057 members 
Mstep: Class 16 contains 23378 members 
Mstep: Class 17 contains 78539 members 
Mstep: Class 18 contains 4369 members 
Mstep: Class 21 contains 506 members 
Mstep: Class 22 contains 2278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75519040.000000 Penalty: 32515.083984
Iteration 25Q: 16 clusters Score -7.551904e+07 nChanged 18786
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 108606 members 
Mstep: Class 5 contains 7812 members 
Mstep: Class 6 contains 65548 members 
Mstep: Class 9 contains 43154 members 
Mstep: Class 10 contains 86573 members 
Mstep: Class 11 contains 29496 members 
Mstep: Class 12 contains 45563 members 
Mstep: Class 13 contains 69106 members 
Mstep: Class 14 contains 45106 members 
Mstep: Class 16 contains 24015 members 
Mstep: Class 17 contains 76761 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 21 contains 523 members 
Mstep: Class 22 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75518456.000000 Penalty: 32515.083984
Iteration 26Q: 16 clusters Score -7.551846e+07 nChanged 16337
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 107416 members 
Mstep: Class 5 contains 7977 members 
Mstep: Class 6 contains 67207 members 
Mstep: Class 9 contains 43580 members 
Mstep: Class 10 contains 86287 members 
Mstep: Class 11 contains 29745 members 
Mstep: Class 12 contains 46708 members 
Mstep: Class 13 contains 69123 members 
Mstep: Class 14 contains 44411 members 
Mstep: Class 16 contains 24725 members 
Mstep: Class 17 contains 75161 members 
Mstep: Class 18 contains 3491 members 
Mstep: Class 21 contains 532 members 
Mstep: Class 22 contains 2157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75520808.000000 Penalty: 32515.083984
Iteration 27Q: 16 clusters Score -7.552081e+07 nChanged 14416
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 105693 members 
Mstep: Class 5 contains 8155 members 
Mstep: Class 6 contains 68784 members 
Mstep: Class 9 contains 44271 members 
Mstep: Class 10 contains 85784 members 
Mstep: Class 11 contains 29998 members 
Mstep: Class 12 contains 47781 members 
Mstep: Class 13 contains 69317 members 
Mstep: Class 14 contains 43940 members 
Mstep: Class 16 contains 25424 members 
Mstep: Class 17 contains 73766 members 
Mstep: Class 18 contains 3134 members 
Mstep: Class 21 contains 539 members 
Mstep: Class 22 contains 2085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75523672.000000 Penalty: 32515.083984
Iteration 28Q: 16 clusters Score -7.552367e+07 nChanged 13311
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 103920 members 
Mstep: Class 5 contains 8354 members 
Mstep: Class 6 contains 70195 members 
Mstep: Class 9 contains 45080 members 
Mstep: Class 10 contains 85109 members 
Mstep: Class 11 contains 30258 members 
Mstep: Class 12 contains 48762 members 
Mstep: Class 13 contains 69531 members 
Mstep: Class 14 contains 43589 members 
Mstep: Class 16 contains 26114 members 
Mstep: Class 17 contains 72534 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75526088.000000 Penalty: 32515.083984
Iteration 29Q: 16 clusters Score -7.552609e+07 nChanged 11997
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 102137 members 
Mstep: Class 5 contains 8574 members 
Mstep: Class 6 contains 71292 members 
Mstep: Class 9 contains 46047 members 
Mstep: Class 10 contains 84405 members 
Mstep: Class 11 contains 30541 members 
Mstep: Class 12 contains 49656 members 
Mstep: Class 13 contains 69691 members 
Mstep: Class 14 contains 43313 members 
Mstep: Class 16 contains 26744 members 
Mstep: Class 17 contains 71536 members 
Mstep: Class 18 contains 2519 members 
Mstep: Class 21 contains 557 members 
Mstep: Class 22 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75528904.000000 Penalty: 32515.083984
Iteration 30Q: 16 clusters Score -7.55289e+07 nChanged 11121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 100631 members 
Mstep: Class 5 contains 8752 members 
Mstep: Class 6 contains 72169 members 
Mstep: Class 9 contains 47104 members 
Mstep: Class 10 contains 83494 members 
Mstep: Class 11 contains 30866 members 
Mstep: Class 12 contains 50450 members 
Mstep: Class 13 contains 69793 members 
Mstep: Class 14 contains 43073 members 
Mstep: Class 16 contains 27347 members 
Mstep: Class 17 contains 70713 members 
Mstep: Class 18 contains 2275 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75530512.000000 Penalty: 32515.083984
Iteration 31Q: 16 clusters Score -7.553051e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 99360 members 
Mstep: Class 5 contains 8955 members 
Mstep: Class 6 contains 72826 members 
Mstep: Class 9 contains 48188 members 
Mstep: Class 10 contains 82558 members 
Mstep: Class 11 contains 31161 members 
Mstep: Class 12 contains 51227 members 
Mstep: Class 13 contains 69811 members 
Mstep: Class 14 contains 42835 members 
Mstep: Class 16 contains 27927 members 
Mstep: Class 17 contains 69938 members 
Mstep: Class 18 contains 2076 members 
Mstep: Class 21 contains 571 members 
Mstep: Class 22 contains 1883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75532696.000000 Penalty: 32515.083984
Iteration 32Q: 16 clusters Score -7.55327e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 98201 members 
Mstep: Class 5 contains 9153 members 
Mstep: Class 6 contains 73277 members 
Mstep: Class 9 contains 49287 members 
Mstep: Class 10 contains 81708 members 
Mstep: Class 11 contains 31423 members 
Mstep: Class 12 contains 51915 members 
Mstep: Class 13 contains 69727 members 
Mstep: Class 14 contains 42699 members 
Mstep: Class 16 contains 28444 members 
Mstep: Class 17 contains 69293 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 21 contains 580 members 
Mstep: Class 22 contains 1838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75534536.000000 Penalty: 32515.083984
Iteration 33Q: 16 clusters Score -7.553454e+07 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 97104 members 
Mstep: Class 5 contains 9352 members 
Mstep: Class 6 contains 73579 members 
Mstep: Class 9 contains 50373 members 
Mstep: Class 10 contains 81003 members 
Mstep: Class 11 contains 31629 members 
Mstep: Class 12 contains 52543 members 
Mstep: Class 13 contains 69564 members 
Mstep: Class 14 contains 42580 members 
Mstep: Class 16 contains 28976 members 
Mstep: Class 17 contains 68700 members 
Mstep: Class 18 contains 1801 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 1812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2127.520264 but Gain 2167.671875
Score: -75536008.000000 Penalty: 30347.412109
Iteration 34Q: 15 clusters Score -7.553601e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 96149 members 
Mstep: Class 5 contains 9540 members 
Mstep: Class 6 contains 73822 members 
Mstep: Class 9 contains 51652 members 
Mstep: Class 10 contains 80338 members 
Mstep: Class 11 contains 31884 members 
Mstep: Class 12 contains 53888 members 
Mstep: Class 13 contains 69549 members 
Mstep: Class 14 contains 42470 members 
Mstep: Class 16 contains 29495 members 
Mstep: Class 17 contains 68568 members 
Mstep: Class 21 contains 595 members 
Mstep: Class 22 contains 1786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75539304.000000 Penalty: 30347.412109
Iteration 35Q: 15 clusters Score -7.55393e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 95135 members 
Mstep: Class 5 contains 9729 members 
Mstep: Class 6 contains 73870 members 
Mstep: Class 9 contains 52664 members 
Mstep: Class 10 contains 79724 members 
Mstep: Class 11 contains 32025 members 
Mstep: Class 12 contains 54620 members 
Mstep: Class 13 contains 69282 members 
Mstep: Class 14 contains 42346 members 
Mstep: Class 16 contains 29938 members 
Mstep: Class 17 contains 68170 members 
Mstep: Class 21 contains 603 members 
Mstep: Class 22 contains 1770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75540064.000000 Penalty: 30347.412109
Iteration 36Q: 15 clusters Score -7.554006e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 94208 members 
Mstep: Class 5 contains 9940 members 
Mstep: Class 6 contains 73852 members 
Mstep: Class 9 contains 53728 members 
Mstep: Class 10 contains 79116 members 
Mstep: Class 11 contains 32090 members 
Mstep: Class 12 contains 55304 members 
Mstep: Class 13 contains 69003 members 
Mstep: Class 14 contains 42238 members 
Mstep: Class 16 contains 30297 members 
Mstep: Class 17 contains 67855 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75541264.000000 Penalty: 30347.412109
Iteration 37Q: 15 clusters Score -7.554126e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 93345 members 
Mstep: Class 5 contains 10163 members 
Mstep: Class 6 contains 73760 members 
Mstep: Class 9 contains 54730 members 
Mstep: Class 10 contains 78640 members 
Mstep: Class 11 contains 32101 members 
Mstep: Class 12 contains 55917 members 
Mstep: Class 13 contains 68794 members 
Mstep: Class 14 contains 42143 members 
Mstep: Class 16 contains 30632 members 
Mstep: Class 17 contains 67556 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75542144.000000 Penalty: 30347.412109
Iteration 38Q: 15 clusters Score -7.554214e+07 nChanged 6872
Entering ConstructFrom: 
Score: -75542144.000000 Penalty: 30347.412109
Entering ConstructFrom: 
Trying to split cluster 1 (10943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Entering Unmasked Estep 
Score: -1279706.125000 Penalty: 1511.323975
	Iteration 0F: 2 clusters Score -1279706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1271983.750000 Penalty: 3022.647949
	Iteration 0F: 3 clusters Score -1271984 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1274572.875000 Penalty: 3022.647949
	Iteration 1F: 3 clusters Score -1274573 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1275013.750000 Penalty: 3022.647949
	Iteration 2F: 3 clusters Score -1275014 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1275462.750000 Penalty: 3022.647949
	Iteration 3F: 3 clusters Score -1275463 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1275904.625000 Penalty: 3022.647949
	Iteration 4F: 3 clusters Score -1275905 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1276241.500000 Penalty: 3022.647949
	Iteration 5F: 3 clusters Score -1276242 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1276513.750000 Penalty: 3022.647949
	Iteration 6F: 3 clusters Score -1276514 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1276779.125000 Penalty: 3022.647949
	Iteration 7Q: 3 clusters Score -1276779 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1277025.875000 Penalty: 3022.647949
	Iteration 8Q: 3 clusters Score -1277026 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1277244.625000 Penalty: 3022.647949
	Iteration 9Q: 3 clusters Score -1277245 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1277466.000000 Penalty: 3022.647949
	Iteration 10Q: 3 clusters Score -1277466 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1277678.875000 Penalty: 3022.647949
	Iteration 11Q: 3 clusters Score -1277679 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1277909.250000 Penalty: 3022.647949
	Iteration 12Q: 3 clusters Score -1277909 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1278240.625000 Penalty: 3022.647949
	Iteration 13Q: 3 clusters Score -1278241 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1278606.375000 Penalty: 3022.647949
	Iteration 14Q: 3 clusters Score -1278606 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1279029.250000 Penalty: 3022.647949
	Iteration 15Q: 3 clusters Score -1279029 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1279394.500000 Penalty: 3022.647949
	Iteration 16Q: 3 clusters Score -1279394 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1279634.625000 Penalty: 3022.647949
	Iteration 17Q: 3 clusters Score -1279635 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1279781.500000 Penalty: 3022.647949
	Iteration 18Q: 3 clusters Score -1279782 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1279846.875000 Penalty: 3022.647949
	Iteration 19Q: 3 clusters Score -1279847 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1279890.000000 Penalty: 3022.647949
	Iteration 20F: 3 clusters Score -1279890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1279918.125000 Penalty: 3022.647949
	Iteration 21Q: 3 clusters Score -1279918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1279934.875000 Penalty: 3022.647949
	Iteration 22Q: 3 clusters Score -1279935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1279939.625000 Penalty: 3022.647949
	Iteration 23Q: 3 clusters Score -1279940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1279945.000000 Penalty: 3022.647949
	Iteration 24Q: 3 clusters Score -1279945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1279945.250000 Penalty: 3022.647949
	Iteration 25Q: 3 clusters Score -1279945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1279946.500000 Penalty: 3022.647949
	Iteration 26Q: 3 clusters Score -1279946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1279949.750000 Penalty: 3022.647949
	Iteration 27Q: 3 clusters Score -1279950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1279951.875000 Penalty: 3022.647949
	Iteration 28Q: 3 clusters Score -1279952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1279951.875000 Penalty: 3022.647949
	Iteration 29F: 3 clusters Score -1279952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 92466 members 
Mstep: Class 3 contains 10574 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 73683 members 
Mstep: Class 9 contains 55701 members 
Mstep: Class 10 contains 78224 members 
Mstep: Class 11 contains 32057 members 
Mstep: Class 12 contains 56488 members 
Mstep: Class 13 contains 68634 members 
Mstep: Class 14 contains 42035 members 
Mstep: Class 16 contains 30983 members 
Mstep: Class 17 contains 67282 members 
Mstep: Class 21 contains 616 members 
Mstep: Class 22 contains 1755 members 
Entering Unmasked Estep 
Score: -75542056.000000 Penalty: 32515.083984
Splitting cluster 1 changes total score from -75542144.000000 to -75542056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (92466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92466 members 
Entering Unmasked Estep 
Score: -11479168.000000 Penalty: 1858.121826
	Iteration 0F: 2 clusters Score -1.147917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -11422084.000000 Penalty: 3716.243652
	Iteration 0F: 3 clusters Score -1.142208e+07 nChanged 44180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -11447602.000000 Penalty: 3716.243652
	Iteration 1F: 3 clusters Score -1.14476e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -11448105.000000 Penalty: 3716.243652
	Iteration 2Q: 3 clusters Score -1.14481e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -11448867.000000 Penalty: 3716.243652
	Iteration 3Q: 3 clusters Score -1.144887e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -11450084.000000 Penalty: 3716.243652
	Iteration 4Q: 3 clusters Score -1.145008e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -11452216.000000 Penalty: 3716.243652
	Iteration 5Q: 3 clusters Score -1.145222e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -11456115.000000 Penalty: 3716.243652
	Iteration 6F: 3 clusters Score -1.145612e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 72250 members 
Entering Unmasked Estep 
Score: -11462397.000000 Penalty: 3716.243652
	Iteration 7F: 3 clusters Score -1.14624e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 80314 members 
Entering Unmasked Estep 
Score: -11469230.000000 Penalty: 3716.243652
	Iteration 8F: 3 clusters Score -1.146923e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -11473973.000000 Penalty: 3716.243652
	Iteration 9F: 3 clusters Score -1.147397e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 89937 members 
Entering Unmasked Estep 
Score: -11476362.000000 Penalty: 3716.243652
	Iteration 10Q: 3 clusters Score -1.147636e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
Score: -11476997.000000 Penalty: 3716.243652
	Iteration 11Q: 3 clusters Score -1.1477e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 91877 members 
Entering Unmasked Estep 
Score: -11477360.000000 Penalty: 3716.243652
	Iteration 12Q: 3 clusters Score -1.147736e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 92079 members 
Entering Unmasked Estep 
Score: -11477489.000000 Penalty: 3716.243652
	Iteration 13Q: 3 clusters Score -1.147749e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -11477594.000000 Penalty: 3716.243652
	Iteration 14Q: 3 clusters Score -1.147759e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 92182 members 
Entering Unmasked Estep 
Score: -11477628.000000 Penalty: 3716.243652
	Iteration 15Q: 3 clusters Score -1.147763e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 92189 members 
Entering Unmasked Estep 
Score: -11477652.000000 Penalty: 3716.243652
	Iteration 16Q: 3 clusters Score -1.147765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 92190 members 
Entering Unmasked Estep 
Score: -11477675.000000 Penalty: 3716.243652
	Iteration 17Q: 3 clusters Score -1.147768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -11477674.000000 Penalty: 3716.243652
	Iteration 18Q: 3 clusters Score -1.147767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 92201 members 
Entering Unmasked Estep 
Score: -11477681.000000 Penalty: 3716.243652
	Iteration 19Q: 3 clusters Score -1.147768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 92202 members 
Entering Unmasked Estep 
Score: -11477686.000000 Penalty: 3716.243652
	Iteration 20F: 3 clusters Score -1.147769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 92200 members 
Entering Unmasked Estep 
Score: -11477683.000000 Penalty: 3716.243652
	Iteration 21Q: 3 clusters Score -1.147768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 92201 members 
Entering Unmasked Estep 
Score: -11477692.000000 Penalty: 3716.243652
	Iteration 22Q: 3 clusters Score -1.147769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 92202 members 
Entering Unmasked Estep 
Score: -11477695.000000 Penalty: 3716.243652
	Iteration 23Q: 3 clusters Score -1.14777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 92203 members 
Entering Unmasked Estep 
Score: -11477699.000000 Penalty: 3716.243652
	Iteration 24Q: 3 clusters Score -1.14777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 92208 members 
Entering Unmasked Estep 
Score: -11477694.000000 Penalty: 3716.243652
	Iteration 25Q: 3 clusters Score -1.147769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 92210 members 
Entering Unmasked Estep 
Score: -11477707.000000 Penalty: 3716.243652
	Iteration 26Q: 3 clusters Score -1.147771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 92211 members 
Entering Unmasked Estep 
Score: -11477713.000000 Penalty: 3716.243652
	Iteration 27Q: 3 clusters Score -1.147771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 92211 members 
Entering Unmasked Estep 
Score: -11477710.000000 Penalty: 3716.243652
	Iteration 28Q: 3 clusters Score -1.147771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 92208 members 
Entering Unmasked Estep 
Score: -11477707.000000 Penalty: 3716.243652
	Iteration 29Q: 3 clusters Score -1.147771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 92208 members 
Entering Unmasked Estep 
Score: -11477707.000000 Penalty: 3716.243652
	Iteration 30F: 3 clusters Score -1.147771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -1265713.875000 Penalty: 1502.881714
	Iteration 0F: 2 clusters Score -1265714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1258306.750000 Penalty: 3005.763428
	Iteration 0F: 3 clusters Score -1258307 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1260685.125000 Penalty: 3005.763428
	Iteration 1F: 3 clusters Score -1260685 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1260956.375000 Penalty: 3005.763428
	Iteration 2F: 3 clusters Score -1260956 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1261189.625000 Penalty: 3005.763428
	Iteration 3F: 3 clusters Score -1261190 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1261406.375000 Penalty: 3005.763428
	Iteration 4Q: 3 clusters Score -1261406 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1261612.500000 Penalty: 3005.763428
	Iteration 5Q: 3 clusters Score -1261612 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1261860.625000 Penalty: 3005.763428
	Iteration 6Q: 3 clusters Score -1261861 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1262188.875000 Penalty: 3005.763428
	Iteration 7Q: 3 clusters Score -1262189 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1262540.250000 Penalty: 3005.763428
	Iteration 8Q: 3 clusters Score -1262540 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1262879.750000 Penalty: 3005.763428
	Iteration 9Q: 3 clusters Score -1262880 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1263152.250000 Penalty: 3005.763428
	Iteration 10Q: 3 clusters Score -1263152 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1263393.875000 Penalty: 3005.763428
	Iteration 11Q: 3 clusters Score -1263394 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1263586.500000 Penalty: 3005.763428
	Iteration 12Q: 3 clusters Score -1263586 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1263731.125000 Penalty: 3005.763428
	Iteration 13Q: 3 clusters Score -1263731 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1263845.625000 Penalty: 3005.763428
	Iteration 14Q: 3 clusters Score -1263846 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1263939.750000 Penalty: 3005.763428
	Iteration 15Q: 3 clusters Score -1263940 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1264012.750000 Penalty: 3005.763428
	Iteration 16Q: 3 clusters Score -1264013 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1264072.375000 Penalty: 3005.763428
	Iteration 17Q: 3 clusters Score -1264072 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1264124.125000 Penalty: 3005.763428
	Iteration 18Q: 3 clusters Score -1264124 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1264171.375000 Penalty: 3005.763428
	Iteration 19Q: 3 clusters Score -1264171 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1264216.750000 Penalty: 3005.763428
	Iteration 20F: 3 clusters Score -1264217 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1264250.750000 Penalty: 3005.763428
	Iteration 21Q: 3 clusters Score -1264251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1264278.375000 Penalty: 3005.763428
	Iteration 22Q: 3 clusters Score -1264278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1264296.750000 Penalty: 3005.763428
	Iteration 23Q: 3 clusters Score -1264297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1264318.125000 Penalty: 3005.763428
	Iteration 24Q: 3 clusters Score -1264318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1264337.125000 Penalty: 3005.763428
	Iteration 25Q: 3 clusters Score -1264337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1264350.250000 Penalty: 3005.763428
	Iteration 26Q: 3 clusters Score -1264350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1264361.250000 Penalty: 3005.763428
	Iteration 27Q: 3 clusters Score -1264361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1264372.250000 Penalty: 3005.763428
	Iteration 28Q: 3 clusters Score -1264372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1264388.000000 Penalty: 3005.763428
	Iteration 29Q: 3 clusters Score -1264388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1264405.750000 Penalty: 3005.763428
	Iteration 30Q: 3 clusters Score -1264406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1264418.125000 Penalty: 3005.763428
	Iteration 31Q: 3 clusters Score -1264418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1264428.750000 Penalty: 3005.763428
	Iteration 32Q: 3 clusters Score -1264429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1264432.750000 Penalty: 3005.763428
	Iteration 33Q: 3 clusters Score -1264433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1264441.750000 Penalty: 3005.763428
	Iteration 34Q: 3 clusters Score -1264442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1264446.500000 Penalty: 3005.763428
	Iteration 35Q: 3 clusters Score -1264446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1264449.375000 Penalty: 3005.763428
	Iteration 36Q: 3 clusters Score -1264449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1264454.250000 Penalty: 3005.763428
	Iteration 37Q: 3 clusters Score -1264454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1264456.500000 Penalty: 3005.763428
	Iteration 38Q: 3 clusters Score -1264456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1264458.250000 Penalty: 3005.763428
	Iteration 39Q: 3 clusters Score -1264458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1264457.125000 Penalty: 3005.763428
	Iteration 40F: 3 clusters Score -1264457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1264457.000000 Penalty: 3005.763428
	Iteration 41Q: 3 clusters Score -1264457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1264457.000000 Penalty: 3005.763428
	Iteration 42F: 3 clusters Score -1264457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (73683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Entering Unmasked Estep 
Score: -9160788.000000 Penalty: 1821.223145
	Iteration 0F: 2 clusters Score -9160788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -9113060.000000 Penalty: 3642.446289
	Iteration 0F: 3 clusters Score -9113060 nChanged 34846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -9133249.000000 Penalty: 3642.446289
	Iteration 1F: 3 clusters Score -9133249 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -9134206.000000 Penalty: 3642.446289
	Iteration 2Q: 3 clusters Score -9134206 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -9135502.000000 Penalty: 3642.446289
	Iteration 3Q: 3 clusters Score -9135502 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -9137299.000000 Penalty: 3642.446289
	Iteration 4Q: 3 clusters Score -9137299 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -9139420.000000 Penalty: 3642.446289
	Iteration 5F: 3 clusters Score -9139420 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -9141743.000000 Penalty: 3642.446289
	Iteration 6F: 3 clusters Score -9141743 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -9143971.000000 Penalty: 3642.446289
	Iteration 7F: 3 clusters Score -9143971 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -9146069.000000 Penalty: 3642.446289
	Iteration 8F: 3 clusters Score -9146069 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -9147968.000000 Penalty: 3642.446289
	Iteration 9Q: 3 clusters Score -9147968 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -9149377.000000 Penalty: 3642.446289
	Iteration 10Q: 3 clusters Score -9149377 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -9150098.000000 Penalty: 3642.446289
	Iteration 11Q: 3 clusters Score -9150098 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -9150377.000000 Penalty: 3642.446289
	Iteration 12Q: 3 clusters Score -9150377 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -9150553.000000 Penalty: 3642.446289
	Iteration 13Q: 3 clusters Score -9150553 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -9150661.000000 Penalty: 3642.446289
	Iteration 14Q: 3 clusters Score -9150661 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46701 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -9150748.000000 Penalty: 3642.446289
	Iteration 15Q: 3 clusters Score -9150748 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -9150846.000000 Penalty: 3642.446289
	Iteration 16Q: 3 clusters Score -9150846 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -9150980.000000 Penalty: 3642.446289
	Iteration 17Q: 3 clusters Score -9150980 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -9151075.000000 Penalty: 3642.446289
	Iteration 18Q: 3 clusters Score -9151075 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -9151117.000000 Penalty: 3642.446289
	Iteration 19Q: 3 clusters Score -9151117 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -9151201.000000 Penalty: 3642.446289
	Iteration 20F: 3 clusters Score -9151201 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -9151279.000000 Penalty: 3642.446289
	Iteration 21Q: 3 clusters Score -9151279 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -9151458.000000 Penalty: 3642.446289
	Iteration 22Q: 3 clusters Score -9151458 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -9151615.000000 Penalty: 3642.446289
	Iteration 23Q: 3 clusters Score -9151615 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -9151692.000000 Penalty: 3642.446289
	Iteration 24Q: 3 clusters Score -9151692 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -9151846.000000 Penalty: 3642.446289
	Iteration 25Q: 3 clusters Score -9151846 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -9152034.000000 Penalty: 3642.446289
	Iteration 26Q: 3 clusters Score -9152034 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -9152237.000000 Penalty: 3642.446289
	Iteration 27Q: 3 clusters Score -9152237 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -9152389.000000 Penalty: 3642.446289
	Iteration 28Q: 3 clusters Score -9152389 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -9152610.000000 Penalty: 3642.446289
	Iteration 29Q: 3 clusters Score -9152610 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -9152845.000000 Penalty: 3642.446289
	Iteration 30Q: 3 clusters Score -9152845 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -9153087.000000 Penalty: 3642.446289
	Iteration 31Q: 3 clusters Score -9153087 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -9153313.000000 Penalty: 3642.446289
	Iteration 32Q: 3 clusters Score -9153313 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -9153614.000000 Penalty: 3642.446289
	Iteration 33Q: 3 clusters Score -9153614 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -9153965.000000 Penalty: 3642.446289
	Iteration 34Q: 3 clusters Score -9153965 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -9154293.000000 Penalty: 3642.446289
	Iteration 35Q: 3 clusters Score -9154293 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -9154635.000000 Penalty: 3642.446289
	Iteration 36Q: 3 clusters Score -9154635 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -9155106.000000 Penalty: 3642.446289
	Iteration 37Q: 3 clusters Score -9155106 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -9155487.000000 Penalty: 3642.446289
	Iteration 38Q: 3 clusters Score -9155487 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -9155982.000000 Penalty: 3642.446289
	Iteration 39Q: 3 clusters Score -9155982 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67394 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -9156418.000000 Penalty: 3642.446289
	Iteration 40F: 3 clusters Score -9156418 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -9156816.000000 Penalty: 3642.446289
	Iteration 41Q: 3 clusters Score -9156816 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -9157249.000000 Penalty: 3642.446289
	Iteration 42Q: 3 clusters Score -9157249 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70006 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -9157591.000000 Penalty: 3642.446289
	Iteration 43Q: 3 clusters Score -9157591 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70651 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -9157886.000000 Penalty: 3642.446289
	Iteration 44Q: 3 clusters Score -9157886 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -9158166.000000 Penalty: 3642.446289
	Iteration 45Q: 3 clusters Score -9158166 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71682 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -9158387.000000 Penalty: 3642.446289
	Iteration 46Q: 3 clusters Score -9158387 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72050 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -9158582.000000 Penalty: 3642.446289
	Iteration 47Q: 3 clusters Score -9158582 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72310 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -9158751.000000 Penalty: 3642.446289
	Iteration 48Q: 3 clusters Score -9158751 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72508 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9158859.000000 Penalty: 3642.446289
	Iteration 49Q: 3 clusters Score -9158859 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9158971.000000 Penalty: 3642.446289
	Iteration 50Q: 3 clusters Score -9158971 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72766 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9159054.000000 Penalty: 3642.446289
	Iteration 51Q: 3 clusters Score -9159054 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -9159106.000000 Penalty: 3642.446289
	Iteration 52Q: 3 clusters Score -9159106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72922 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9159146.000000 Penalty: 3642.446289
	Iteration 53Q: 3 clusters Score -9159146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -9159147.000000 Penalty: 3642.446289
	Iteration 54Q: 3 clusters Score -9159147 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73043 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9159185.000000 Penalty: 3642.446289
	Iteration 55Q: 3 clusters Score -9159185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73075 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9159203.000000 Penalty: 3642.446289
	Iteration 56Q: 3 clusters Score -9159203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73085 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9159209.000000 Penalty: 3642.446289
	Iteration 57Q: 3 clusters Score -9159209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73097 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9159227.000000 Penalty: 3642.446289
	Iteration 58Q: 3 clusters Score -9159227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73107 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9159224.000000 Penalty: 3642.446289
	Iteration 59Q: 3 clusters Score -9159224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9159239.000000 Penalty: 3642.446289
	Iteration 60F: 3 clusters Score -9159239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73132 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9159244.000000 Penalty: 3642.446289
	Iteration 61Q: 3 clusters Score -9159244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73141 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9159257.000000 Penalty: 3642.446289
	Iteration 62Q: 3 clusters Score -9159257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9159264.000000 Penalty: 3642.446289
	Iteration 63Q: 3 clusters Score -9159264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9159264.000000 Penalty: 3642.446289
	Iteration 64Q: 3 clusters Score -9159264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9159268.000000 Penalty: 3642.446289
	Iteration 65Q: 3 clusters Score -9159268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73169 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9159270.000000 Penalty: 3642.446289
	Iteration 66Q: 3 clusters Score -9159270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73174 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9159268.000000 Penalty: 3642.446289
	Iteration 67Q: 3 clusters Score -9159268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73176 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9159273.000000 Penalty: 3642.446289
	Iteration 68Q: 3 clusters Score -9159273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9159276.000000 Penalty: 3642.446289
	Iteration 69Q: 3 clusters Score -9159276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73185 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9159282.000000 Penalty: 3642.446289
	Iteration 70Q: 3 clusters Score -9159282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73191 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9159291.000000 Penalty: 3642.446289
	Iteration 71Q: 3 clusters Score -9159291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73194 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9159284.000000 Penalty: 3642.446289
	Iteration 72Q: 3 clusters Score -9159284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73193 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9159289.000000 Penalty: 3642.446289
	Iteration 73Q: 3 clusters Score -9159289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73193 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9159289.000000 Penalty: 3642.446289
	Iteration 74F: 3 clusters Score -9159289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Entering Unmasked Estep 
Score: -6988946.500000 Penalty: 1775.759888
	Iteration 0F: 2 clusters Score -6988946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -6952129.500000 Penalty: 3551.519775
	Iteration 0F: 3 clusters Score -6952130 nChanged 26156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -6966776.500000 Penalty: 3551.519775
	Iteration 1F: 3 clusters Score -6966776 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -6967291.500000 Penalty: 3551.519775
	Iteration 2Q: 3 clusters Score -6967292 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -6967869.500000 Penalty: 3551.519775
	Iteration 3Q: 3 clusters Score -6967870 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -6968556.500000 Penalty: 3551.519775
	Iteration 4Q: 3 clusters Score -6968556 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -6969420.000000 Penalty: 3551.519775
	Iteration 5Q: 3 clusters Score -6969420 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -6970789.000000 Penalty: 3551.519775
	Iteration 6Q: 3 clusters Score -6970789 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -6972826.500000 Penalty: 3551.519775
	Iteration 7F: 3 clusters Score -6972826 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -6975436.500000 Penalty: 3551.519775
	Iteration 8F: 3 clusters Score -6975436 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -6978506.000000 Penalty: 3551.519775
	Iteration 9F: 3 clusters Score -6978506 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -6981112.000000 Penalty: 3551.519775
	Iteration 10F: 3 clusters Score -6981112 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -6982920.000000 Penalty: 3551.519775
	Iteration 11Q: 3 clusters Score -6982920 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -6984011.500000 Penalty: 3551.519775
	Iteration 12Q: 3 clusters Score -6984012 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -6984648.500000 Penalty: 3551.519775
	Iteration 13Q: 3 clusters Score -6984648 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -6985138.000000 Penalty: 3551.519775
	Iteration 14Q: 3 clusters Score -6985138 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -6985506.500000 Penalty: 3551.519775
	Iteration 15Q: 3 clusters Score -6985506 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -6985803.000000 Penalty: 3551.519775
	Iteration 16Q: 3 clusters Score -6985803 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -6986039.500000 Penalty: 3551.519775
	Iteration 17Q: 3 clusters Score -6986040 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6986233.000000 Penalty: 3551.519775
	Iteration 18Q: 3 clusters Score -6986233 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6986427.500000 Penalty: 3551.519775
	Iteration 19Q: 3 clusters Score -6986428 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6986576.500000 Penalty: 3551.519775
	Iteration 20F: 3 clusters Score -6986576 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6986725.000000 Penalty: 3551.519775
	Iteration 21Q: 3 clusters Score -6986725 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6986830.000000 Penalty: 3551.519775
	Iteration 22Q: 3 clusters Score -6986830 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6986926.500000 Penalty: 3551.519775
	Iteration 23Q: 3 clusters Score -6986926 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6986989.500000 Penalty: 3551.519775
	Iteration 24Q: 3 clusters Score -6986990 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6987060.000000 Penalty: 3551.519775
	Iteration 25Q: 3 clusters Score -6987060 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6987131.500000 Penalty: 3551.519775
	Iteration 26Q: 3 clusters Score -6987132 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6987174.000000 Penalty: 3551.519775
	Iteration 27Q: 3 clusters Score -6987174 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6987224.500000 Penalty: 3551.519775
	Iteration 28Q: 3 clusters Score -6987224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6987242.000000 Penalty: 3551.519775
	Iteration 29Q: 3 clusters Score -6987242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6987256.500000 Penalty: 3551.519775
	Iteration 30Q: 3 clusters Score -6987256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6987289.000000 Penalty: 3551.519775
	Iteration 31Q: 3 clusters Score -6987289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6987293.000000 Penalty: 3551.519775
	Iteration 32Q: 3 clusters Score -6987293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6987300.000000 Penalty: 3551.519775
	Iteration 33Q: 3 clusters Score -6987300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6987299.000000 Penalty: 3551.519775
	Iteration 34Q: 3 clusters Score -6987299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6987308.000000 Penalty: 3551.519775
	Iteration 35Q: 3 clusters Score -6987308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6987305.500000 Penalty: 3551.519775
	Iteration 36Q: 3 clusters Score -6987306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6987315.000000 Penalty: 3551.519775
	Iteration 37Q: 3 clusters Score -6987315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6987329.500000 Penalty: 3551.519775
	Iteration 38Q: 3 clusters Score -6987330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6987334.000000 Penalty: 3551.519775
	Iteration 39Q: 3 clusters Score -6987334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6987345.500000 Penalty: 3551.519775
	Iteration 40F: 3 clusters Score -6987346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55149 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6987351.500000 Penalty: 3551.519775
	Iteration 41Q: 3 clusters Score -6987352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6987350.000000 Penalty: 3551.519775
	Iteration 42Q: 3 clusters Score -6987350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55170 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6987360.000000 Penalty: 3551.519775
	Iteration 43Q: 3 clusters Score -6987360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6987369.000000 Penalty: 3551.519775
	Iteration 44Q: 3 clusters Score -6987369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6987391.000000 Penalty: 3551.519775
	Iteration 45Q: 3 clusters Score -6987391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6987406.000000 Penalty: 3551.519775
	Iteration 46Q: 3 clusters Score -6987406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6987412.000000 Penalty: 3551.519775
	Iteration 47Q: 3 clusters Score -6987412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6987408.500000 Penalty: 3551.519775
	Iteration 48Q: 3 clusters Score -6987408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6987423.000000 Penalty: 3551.519775
	Iteration 49Q: 3 clusters Score -6987423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6987425.000000 Penalty: 3551.519775
	Iteration 50Q: 3 clusters Score -6987425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55236 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6987427.000000 Penalty: 3551.519775
	Iteration 51Q: 3 clusters Score -6987427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6987431.500000 Penalty: 3551.519775
	Iteration 52Q: 3 clusters Score -6987432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6987432.500000 Penalty: 3551.519775
	Iteration 53Q: 3 clusters Score -6987432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6987431.000000 Penalty: 3551.519775
	Iteration 54Q: 3 clusters Score -6987431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6987430.500000 Penalty: 3551.519775
	Iteration 55Q: 3 clusters Score -6987430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6987433.500000 Penalty: 3551.519775
	Iteration 56Q: 3 clusters Score -6987434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6987438.000000 Penalty: 3551.519775
	Iteration 57Q: 3 clusters Score -6987438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6987438.000000 Penalty: 3551.519775
	Iteration 58F: 3 clusters Score -6987438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (78224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78224 members 
Entering Unmasked Estep 
Score: -9620684.000000 Penalty: 1830.941406
	Iteration 0F: 2 clusters Score -9620684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -9569634.000000 Penalty: 3661.882812
	Iteration 0F: 3 clusters Score -9569634 nChanged 37364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -9591182.000000 Penalty: 3661.882812
	Iteration 1F: 3 clusters Score -9591182 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -9592039.000000 Penalty: 3661.882812
	Iteration 2Q: 3 clusters Score -9592039 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -9593069.000000 Penalty: 3661.882812
	Iteration 3Q: 3 clusters Score -9593069 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -9594343.000000 Penalty: 3661.882812
	Iteration 4Q: 3 clusters Score -9594343 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -9596128.000000 Penalty: 3661.882812
	Iteration 5Q: 3 clusters Score -9596128 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -9598825.000000 Penalty: 3661.882812
	Iteration 6F: 3 clusters Score -9598825 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -9602119.000000 Penalty: 3661.882812
	Iteration 7F: 3 clusters Score -9602119 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -9605732.000000 Penalty: 3661.882812
	Iteration 8F: 3 clusters Score -9605732 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -9608548.000000 Penalty: 3661.882812
	Iteration 9F: 3 clusters Score -9608548 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -9610457.000000 Penalty: 3661.882812
	Iteration 10Q: 3 clusters Score -9610457 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 58427 members 
Entering Unmasked Estep 
Score: -9611627.000000 Penalty: 3661.882812
	Iteration 11Q: 3 clusters Score -9611627 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -9612343.000000 Penalty: 3661.882812
	Iteration 12Q: 3 clusters Score -9612343 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -9612955.000000 Penalty: 3661.882812
	Iteration 13Q: 3 clusters Score -9612955 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 62649 members 
Entering Unmasked Estep 
Score: -9613464.000000 Penalty: 3661.882812
	Iteration 14Q: 3 clusters Score -9613464 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -9613972.000000 Penalty: 3661.882812
	Iteration 15Q: 3 clusters Score -9613972 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -9614602.000000 Penalty: 3661.882812
	Iteration 16Q: 3 clusters Score -9614602 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 66777 members 
Entering Unmasked Estep 
Score: -9615204.000000 Penalty: 3661.882812
	Iteration 17Q: 3 clusters Score -9615204 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -9615806.000000 Penalty: 3661.882812
	Iteration 18Q: 3 clusters Score -9615806 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -9616394.000000 Penalty: 3661.882812
	Iteration 19Q: 3 clusters Score -9616394 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -9616869.000000 Penalty: 3661.882812
	Iteration 20F: 3 clusters Score -9616869 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -9617244.000000 Penalty: 3661.882812
	Iteration 21Q: 3 clusters Score -9617244 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -9617660.000000 Penalty: 3661.882812
	Iteration 22Q: 3 clusters Score -9617660 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 72557 members 
Entering Unmasked Estep 
Score: -9617917.000000 Penalty: 3661.882812
	Iteration 23Q: 3 clusters Score -9617917 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -9618137.000000 Penalty: 3661.882812
	Iteration 24Q: 3 clusters Score -9618137 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -9618327.000000 Penalty: 3661.882812
	Iteration 25Q: 3 clusters Score -9618327 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 73974 members 
Entering Unmasked Estep 
Score: -9618467.000000 Penalty: 3661.882812
	Iteration 26Q: 3 clusters Score -9618467 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 74310 members 
Entering Unmasked Estep 
Score: -9618589.000000 Penalty: 3661.882812
	Iteration 27Q: 3 clusters Score -9618589 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 74580 members 
Entering Unmasked Estep 
Score: -9618691.000000 Penalty: 3661.882812
	Iteration 28Q: 3 clusters Score -9618691 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 74853 members 
Entering Unmasked Estep 
Score: -9618821.000000 Penalty: 3661.882812
	Iteration 29Q: 3 clusters Score -9618821 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 75068 members 
Entering Unmasked Estep 
Score: -9618873.000000 Penalty: 3661.882812
	Iteration 30Q: 3 clusters Score -9618873 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
Score: -9618895.000000 Penalty: 3661.882812
	Iteration 31Q: 3 clusters Score -9618895 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 75421 members 
Entering Unmasked Estep 
Score: -9618951.000000 Penalty: 3661.882812
	Iteration 32Q: 3 clusters Score -9618951 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 75569 members 
Entering Unmasked Estep 
Score: -9618979.000000 Penalty: 3661.882812
	Iteration 33Q: 3 clusters Score -9618979 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 75722 members 
Entering Unmasked Estep 
Score: -9619011.000000 Penalty: 3661.882812
	Iteration 34Q: 3 clusters Score -9619011 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -9619055.000000 Penalty: 3661.882812
	Iteration 35Q: 3 clusters Score -9619055 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 75982 members 
Entering Unmasked Estep 
Score: -9619095.000000 Penalty: 3661.882812
	Iteration 36Q: 3 clusters Score -9619095 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -9619132.000000 Penalty: 3661.882812
	Iteration 37Q: 3 clusters Score -9619132 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 76162 members 
Entering Unmasked Estep 
Score: -9619146.000000 Penalty: 3661.882812
	Iteration 38Q: 3 clusters Score -9619146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 76239 members 
Entering Unmasked Estep 
Score: -9619155.000000 Penalty: 3661.882812
	Iteration 39Q: 3 clusters Score -9619155 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -9619173.000000 Penalty: 3661.882812
	Iteration 40F: 3 clusters Score -9619173 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -9619199.000000 Penalty: 3661.882812
	Iteration 41Q: 3 clusters Score -9619199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 76408 members 
Entering Unmasked Estep 
Score: -9619202.000000 Penalty: 3661.882812
	Iteration 42Q: 3 clusters Score -9619202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 76451 members 
Entering Unmasked Estep 
Score: -9619210.000000 Penalty: 3661.882812
	Iteration 43Q: 3 clusters Score -9619210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -9619215.000000 Penalty: 3661.882812
	Iteration 44Q: 3 clusters Score -9619215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 76523 members 
Entering Unmasked Estep 
Score: -9619232.000000 Penalty: 3661.882812
	Iteration 45Q: 3 clusters Score -9619232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -9619241.000000 Penalty: 3661.882812
	Iteration 46Q: 3 clusters Score -9619241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 76575 members 
Entering Unmasked Estep 
Score: -9619256.000000 Penalty: 3661.882812
	Iteration 47Q: 3 clusters Score -9619256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 76605 members 
Entering Unmasked Estep 
Score: -9619252.000000 Penalty: 3661.882812
	Iteration 48Q: 3 clusters Score -9619252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 76626 members 
Entering Unmasked Estep 
Score: -9619240.000000 Penalty: 3661.882812
	Iteration 49Q: 3 clusters Score -9619240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 76646 members 
Entering Unmasked Estep 
Score: -9619240.000000 Penalty: 3661.882812
	Iteration 50Q: 3 clusters Score -9619240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 76669 members 
Entering Unmasked Estep 
Score: -9619261.000000 Penalty: 3661.882812
	Iteration 51Q: 3 clusters Score -9619261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 76696 members 
Entering Unmasked Estep 
Score: -9619279.000000 Penalty: 3661.882812
	Iteration 52Q: 3 clusters Score -9619279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -9619288.000000 Penalty: 3661.882812
	Iteration 53Q: 3 clusters Score -9619288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 76736 members 
Entering Unmasked Estep 
Score: -9619271.000000 Penalty: 3661.882812
	Iteration 54Q: 3 clusters Score -9619271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 76748 members 
Entering Unmasked Estep 
Score: -9619266.000000 Penalty: 3661.882812
	Iteration 55Q: 3 clusters Score -9619266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 76755 members 
Entering Unmasked Estep 
Score: -9619264.000000 Penalty: 3661.882812
	Iteration 56Q: 3 clusters Score -9619264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 76768 members 
Entering Unmasked Estep 
Score: -9619265.000000 Penalty: 3661.882812
	Iteration 57Q: 3 clusters Score -9619265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 76782 members 
Entering Unmasked Estep 
Score: -9619261.000000 Penalty: 3661.882812
	Iteration 58Q: 3 clusters Score -9619261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 76797 members 
Entering Unmasked Estep 
Score: -9619252.000000 Penalty: 3661.882812
	Iteration 59Q: 3 clusters Score -9619252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 76808 members 
Entering Unmasked Estep 
Score: -9619250.000000 Penalty: 3661.882812
	Iteration 60F: 3 clusters Score -9619250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 76814 members 
Entering Unmasked Estep 
Score: -9619255.000000 Penalty: 3661.882812
	Iteration 61Q: 3 clusters Score -9619255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 76820 members 
Entering Unmasked Estep 
Score: -9619264.000000 Penalty: 3661.882812
	Iteration 62Q: 3 clusters Score -9619264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 76823 members 
Entering Unmasked Estep 
Score: -9619268.000000 Penalty: 3661.882812
	Iteration 63Q: 3 clusters Score -9619268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 76826 members 
Entering Unmasked Estep 
Score: -9619265.000000 Penalty: 3661.882812
	Iteration 64Q: 3 clusters Score -9619265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 76836 members 
Entering Unmasked Estep 
Score: -9619258.000000 Penalty: 3661.882812
	Iteration 65Q: 3 clusters Score -9619258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 76845 members 
Entering Unmasked Estep 
Score: -9619255.000000 Penalty: 3661.882812
	Iteration 66Q: 3 clusters Score -9619255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 76855 members 
Entering Unmasked Estep 
Score: -9619253.000000 Penalty: 3661.882812
	Iteration 67Q: 3 clusters Score -9619253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -9619245.000000 Penalty: 3661.882812
	Iteration 68Q: 3 clusters Score -9619245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -9619255.000000 Penalty: 3661.882812
	Iteration 69Q: 3 clusters Score -9619255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 76871 members 
Entering Unmasked Estep 
Score: -9619260.000000 Penalty: 3661.882812
	Iteration 70Q: 3 clusters Score -9619260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 76876 members 
Entering Unmasked Estep 
Score: -9619264.000000 Penalty: 3661.882812
	Iteration 71Q: 3 clusters Score -9619264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 76879 members 
Entering Unmasked Estep 
Score: -9619260.000000 Penalty: 3661.882812
	Iteration 72Q: 3 clusters Score -9619260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 76884 members 
Entering Unmasked Estep 
Score: -9619255.000000 Penalty: 3661.882812
	Iteration 73Q: 3 clusters Score -9619255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 76886 members 
Entering Unmasked Estep 
Score: -9619255.000000 Penalty: 3661.882812
	Iteration 74Q: 3 clusters Score -9619255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 76889 members 
Entering Unmasked Estep 
Score: -9619250.000000 Penalty: 3661.882812
	Iteration 75Q: 3 clusters Score -9619250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 76889 members 
Entering Unmasked Estep 
Score: -9619250.000000 Penalty: 3661.882812
	Iteration 76F: 3 clusters Score -9619250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Entering Unmasked Estep 
Score: -4016810.250000 Penalty: 1685.981567
	Iteration 0F: 2 clusters Score -4016810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -3995273.000000 Penalty: 3371.963135
	Iteration 0F: 3 clusters Score -3995273 nChanged 14670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -4003326.250000 Penalty: 3371.963135
	Iteration 1F: 3 clusters Score -4003326 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -4003653.500000 Penalty: 3371.963135
	Iteration 2Q: 3 clusters Score -4003654 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -4003943.000000 Penalty: 3371.963135
	Iteration 3Q: 3 clusters Score -4003943 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -4004231.500000 Penalty: 3371.963135
	Iteration 4Q: 3 clusters Score -4004232 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -4004592.000000 Penalty: 3371.963135
	Iteration 5Q: 3 clusters Score -4004592 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -4005038.500000 Penalty: 3371.963135
	Iteration 6Q: 3 clusters Score -4005038 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -4005666.750000 Penalty: 3371.963135
	Iteration 7Q: 3 clusters Score -4005667 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -4006577.000000 Penalty: 3371.963135
	Iteration 8F: 3 clusters Score -4006577 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -4007789.500000 Penalty: 3371.963135
	Iteration 9F: 3 clusters Score -4007790 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -4009491.500000 Penalty: 3371.963135
	Iteration 10F: 3 clusters Score -4009492 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -4011205.250000 Penalty: 3371.963135
	Iteration 11F: 3 clusters Score -4011205 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -4012260.750000 Penalty: 3371.963135
	Iteration 12Q: 3 clusters Score -4012261 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -4012741.000000 Penalty: 3371.963135
	Iteration 13Q: 3 clusters Score -4012741 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -4013040.500000 Penalty: 3371.963135
	Iteration 14Q: 3 clusters Score -4013040 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -4013215.250000 Penalty: 3371.963135
	Iteration 15Q: 3 clusters Score -4013215 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -4013372.500000 Penalty: 3371.963135
	Iteration 16Q: 3 clusters Score -4013372 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -4013508.000000 Penalty: 3371.963135
	Iteration 17Q: 3 clusters Score -4013508 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -4013624.000000 Penalty: 3371.963135
	Iteration 18Q: 3 clusters Score -4013624 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -4013737.750000 Penalty: 3371.963135
	Iteration 19Q: 3 clusters Score -4013738 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -4013822.000000 Penalty: 3371.963135
	Iteration 20F: 3 clusters Score -4013822 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -4013905.750000 Penalty: 3371.963135
	Iteration 21Q: 3 clusters Score -4013906 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -4014010.000000 Penalty: 3371.963135
	Iteration 22Q: 3 clusters Score -4014010 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -4014134.750000 Penalty: 3371.963135
	Iteration 23Q: 3 clusters Score -4014135 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -4014249.250000 Penalty: 3371.963135
	Iteration 24Q: 3 clusters Score -4014249 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -4014349.500000 Penalty: 3371.963135
	Iteration 25Q: 3 clusters Score -4014350 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -4014454.000000 Penalty: 3371.963135
	Iteration 26Q: 3 clusters Score -4014454 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -4014554.000000 Penalty: 3371.963135
	Iteration 27Q: 3 clusters Score -4014554 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -4014623.000000 Penalty: 3371.963135
	Iteration 28Q: 3 clusters Score -4014623 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -4014693.750000 Penalty: 3371.963135
	Iteration 29Q: 3 clusters Score -4014694 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -4014758.250000 Penalty: 3371.963135
	Iteration 30Q: 3 clusters Score -4014758 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -4014824.000000 Penalty: 3371.963135
	Iteration 31Q: 3 clusters Score -4014824 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -4014886.000000 Penalty: 3371.963135
	Iteration 32Q: 3 clusters Score -4014886 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -4014945.500000 Penalty: 3371.963135
	Iteration 33Q: 3 clusters Score -4014946 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -4015004.250000 Penalty: 3371.963135
	Iteration 34Q: 3 clusters Score -4015004 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -4015053.000000 Penalty: 3371.963135
	Iteration 35Q: 3 clusters Score -4015053 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -4015097.500000 Penalty: 3371.963135
	Iteration 36Q: 3 clusters Score -4015098 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -4015123.500000 Penalty: 3371.963135
	Iteration 37Q: 3 clusters Score -4015124 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -4015151.000000 Penalty: 3371.963135
	Iteration 38Q: 3 clusters Score -4015151 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -4015176.750000 Penalty: 3371.963135
	Iteration 39Q: 3 clusters Score -4015177 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -4015204.750000 Penalty: 3371.963135
	Iteration 40F: 3 clusters Score -4015205 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -4015236.750000 Penalty: 3371.963135
	Iteration 41Q: 3 clusters Score -4015237 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -4015245.250000 Penalty: 3371.963135
	Iteration 42Q: 3 clusters Score -4015245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -4015266.250000 Penalty: 3371.963135
	Iteration 43Q: 3 clusters Score -4015266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -4015283.500000 Penalty: 3371.963135
	Iteration 44Q: 3 clusters Score -4015284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -4015295.750000 Penalty: 3371.963135
	Iteration 45Q: 3 clusters Score -4015296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -4015307.000000 Penalty: 3371.963135
	Iteration 46Q: 3 clusters Score -4015307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -4015312.750000 Penalty: 3371.963135
	Iteration 47Q: 3 clusters Score -4015313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -4015324.250000 Penalty: 3371.963135
	Iteration 48Q: 3 clusters Score -4015324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -4015328.500000 Penalty: 3371.963135
	Iteration 49Q: 3 clusters Score -4015328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -4015332.250000 Penalty: 3371.963135
	Iteration 50Q: 3 clusters Score -4015332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -4015345.750000 Penalty: 3371.963135
	Iteration 51Q: 3 clusters Score -4015346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -4015356.250000 Penalty: 3371.963135
	Iteration 52Q: 3 clusters Score -4015356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -4015358.750000 Penalty: 3371.963135
	Iteration 53Q: 3 clusters Score -4015359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -4015358.500000 Penalty: 3371.963135
	Iteration 54Q: 3 clusters Score -4015358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -4015354.750000 Penalty: 3371.963135
	Iteration 55Q: 3 clusters Score -4015355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -4015363.000000 Penalty: 3371.963135
	Iteration 56Q: 3 clusters Score -4015363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -4015360.750000 Penalty: 3371.963135
	Iteration 57Q: 3 clusters Score -4015361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -4015362.500000 Penalty: 3371.963135
	Iteration 58Q: 3 clusters Score -4015362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -4015361.750000 Penalty: 3371.963135
	Iteration 59Q: 3 clusters Score -4015362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -4015365.000000 Penalty: 3371.963135
	Iteration 60F: 3 clusters Score -4015365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56488 members 
Entering Unmasked Estep 
Score: -7042323.000000 Penalty: 1778.039917
	Iteration 0F: 2 clusters Score -7042323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -7004907.000000 Penalty: 3556.079834
	Iteration 0F: 3 clusters Score -7004907 nChanged 26469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -7019764.500000 Penalty: 3556.079834
	Iteration 1F: 3 clusters Score -7019764 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -7020277.000000 Penalty: 3556.079834
	Iteration 2Q: 3 clusters Score -7020277 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -7020953.500000 Penalty: 3556.079834
	Iteration 3Q: 3 clusters Score -7020954 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -7021889.000000 Penalty: 3556.079834
	Iteration 4Q: 3 clusters Score -7021889 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -7023484.000000 Penalty: 3556.079834
	Iteration 5F: 3 clusters Score -7023484 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -7026066.000000 Penalty: 3556.079834
	Iteration 6F: 3 clusters Score -7026066 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -7029715.500000 Penalty: 3556.079834
	Iteration 7F: 3 clusters Score -7029716 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -7033868.500000 Penalty: 3556.079834
	Iteration 8F: 3 clusters Score -7033868 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -7037104.000000 Penalty: 3556.079834
	Iteration 9F: 3 clusters Score -7037104 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -7039053.000000 Penalty: 3556.079834
	Iteration 10Q: 3 clusters Score -7039053 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7040005.000000 Penalty: 3556.079834
	Iteration 11Q: 3 clusters Score -7040005 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7040394.000000 Penalty: 3556.079834
	Iteration 12Q: 3 clusters Score -7040394 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7040557.000000 Penalty: 3556.079834
	Iteration 13Q: 3 clusters Score -7040557 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7040614.500000 Penalty: 3556.079834
	Iteration 14Q: 3 clusters Score -7040614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7040651.500000 Penalty: 3556.079834
	Iteration 15Q: 3 clusters Score -7040652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7040689.500000 Penalty: 3556.079834
	Iteration 16Q: 3 clusters Score -7040690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7040719.000000 Penalty: 3556.079834
	Iteration 17Q: 3 clusters Score -7040719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7040731.500000 Penalty: 3556.079834
	Iteration 18Q: 3 clusters Score -7040732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7040754.000000 Penalty: 3556.079834
	Iteration 19Q: 3 clusters Score -7040754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7040770.000000 Penalty: 3556.079834
	Iteration 20F: 3 clusters Score -7040770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7040785.000000 Penalty: 3556.079834
	Iteration 21Q: 3 clusters Score -7040785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7040789.500000 Penalty: 3556.079834
	Iteration 22Q: 3 clusters Score -7040790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7040798.000000 Penalty: 3556.079834
	Iteration 23Q: 3 clusters Score -7040798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7040812.500000 Penalty: 3556.079834
	Iteration 24Q: 3 clusters Score -7040812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7040812.000000 Penalty: 3556.079834
	Iteration 25Q: 3 clusters Score -7040812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7040820.000000 Penalty: 3556.079834
	Iteration 26Q: 3 clusters Score -7040820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7040823.000000 Penalty: 3556.079834
	Iteration 27Q: 3 clusters Score -7040823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7040832.500000 Penalty: 3556.079834
	Iteration 28Q: 3 clusters Score -7040832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7040835.500000 Penalty: 3556.079834
	Iteration 29Q: 3 clusters Score -7040836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7040843.000000 Penalty: 3556.079834
	Iteration 30Q: 3 clusters Score -7040843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7040843.000000 Penalty: 3556.079834
	Iteration 31F: 3 clusters Score -7040843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (68634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68634 members 
Entering Unmasked Estep 
Score: -8478622.000000 Penalty: 1809.688232
	Iteration 0F: 2 clusters Score -8478622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -8433733.000000 Penalty: 3619.376465
	Iteration 0F: 3 clusters Score -8433733 nChanged 32549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -8453244.000000 Penalty: 3619.376465
	Iteration 1F: 3 clusters Score -8453244 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -8454655.000000 Penalty: 3619.376465
	Iteration 2Q: 3 clusters Score -8454655 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -8456638.000000 Penalty: 3619.376465
	Iteration 3F: 3 clusters Score -8456638 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -8459485.000000 Penalty: 3619.376465
	Iteration 4F: 3 clusters Score -8459485 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -8462948.000000 Penalty: 3619.376465
	Iteration 5F: 3 clusters Score -8462948 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -8466682.000000 Penalty: 3619.376465
	Iteration 6F: 3 clusters Score -8466682 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -8469566.000000 Penalty: 3619.376465
	Iteration 7F: 3 clusters Score -8469566 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -8471271.000000 Penalty: 3619.376465
	Iteration 8Q: 3 clusters Score -8471271 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -8472054.000000 Penalty: 3619.376465
	Iteration 9Q: 3 clusters Score -8472054 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -8472639.000000 Penalty: 3619.376465
	Iteration 10Q: 3 clusters Score -8472639 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -8473194.000000 Penalty: 3619.376465
	Iteration 11Q: 3 clusters Score -8473194 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -8473721.000000 Penalty: 3619.376465
	Iteration 12Q: 3 clusters Score -8473721 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
Score: -8474215.000000 Penalty: 3619.376465
	Iteration 13Q: 3 clusters Score -8474215 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -8474646.000000 Penalty: 3619.376465
	Iteration 14Q: 3 clusters Score -8474646 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -8475048.000000 Penalty: 3619.376465
	Iteration 15Q: 3 clusters Score -8475048 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -8475393.000000 Penalty: 3619.376465
	Iteration 16Q: 3 clusters Score -8475393 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -8475734.000000 Penalty: 3619.376465
	Iteration 17Q: 3 clusters Score -8475734 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 59314 members 
Entering Unmasked Estep 
Score: -8475954.000000 Penalty: 3619.376465
	Iteration 18Q: 3 clusters Score -8475954 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -8476247.000000 Penalty: 3619.376465
	Iteration 19Q: 3 clusters Score -8476247 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -8476470.000000 Penalty: 3619.376465
	Iteration 20F: 3 clusters Score -8476470 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -8476661.000000 Penalty: 3619.376465
	Iteration 21Q: 3 clusters Score -8476661 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -8476850.000000 Penalty: 3619.376465
	Iteration 22Q: 3 clusters Score -8476850 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -8477016.000000 Penalty: 3619.376465
	Iteration 23Q: 3 clusters Score -8477016 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -8477140.000000 Penalty: 3619.376465
	Iteration 24Q: 3 clusters Score -8477140 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -8477282.000000 Penalty: 3619.376465
	Iteration 25Q: 3 clusters Score -8477282 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 65016 members 
Entering Unmasked Estep 
Score: -8477372.000000 Penalty: 3619.376465
	Iteration 26Q: 3 clusters Score -8477372 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 65416 members 
Entering Unmasked Estep 
Score: -8477456.000000 Penalty: 3619.376465
	Iteration 27Q: 3 clusters Score -8477456 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 65749 members 
Entering Unmasked Estep 
Score: -8477533.000000 Penalty: 3619.376465
	Iteration 28Q: 3 clusters Score -8477533 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -8477562.000000 Penalty: 3619.376465
	Iteration 29Q: 3 clusters Score -8477562 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -8477578.000000 Penalty: 3619.376465
	Iteration 30Q: 3 clusters Score -8477578 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 66484 members 
Entering Unmasked Estep 
Score: -8477616.000000 Penalty: 3619.376465
	Iteration 31Q: 3 clusters Score -8477616 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 66653 members 
Entering Unmasked Estep 
Score: -8477632.000000 Penalty: 3619.376465
	Iteration 32Q: 3 clusters Score -8477632 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -8477635.000000 Penalty: 3619.376465
	Iteration 33Q: 3 clusters Score -8477635 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 66903 members 
Entering Unmasked Estep 
Score: -8477648.000000 Penalty: 3619.376465
	Iteration 34Q: 3 clusters Score -8477648 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 66996 members 
Entering Unmasked Estep 
Score: -8477662.000000 Penalty: 3619.376465
	Iteration 35Q: 3 clusters Score -8477662 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 67070 members 
Entering Unmasked Estep 
Score: -8477681.000000 Penalty: 3619.376465
	Iteration 36Q: 3 clusters Score -8477681 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
Score: -8477684.000000 Penalty: 3619.376465
	Iteration 37Q: 3 clusters Score -8477684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -8477693.000000 Penalty: 3619.376465
	Iteration 38Q: 3 clusters Score -8477693 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 67203 members 
Entering Unmasked Estep 
Score: -8477677.000000 Penalty: 3619.376465
	Iteration 39Q: 3 clusters Score -8477677 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -8477666.000000 Penalty: 3619.376465
	Iteration 40F: 3 clusters Score -8477666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -8477672.000000 Penalty: 3619.376465
	Iteration 41Q: 3 clusters Score -8477672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -8477675.000000 Penalty: 3619.376465
	Iteration 42Q: 3 clusters Score -8477675 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 67365 members 
Entering Unmasked Estep 
Score: -8477692.000000 Penalty: 3619.376465
	Iteration 43Q: 3 clusters Score -8477692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 67408 members 
Entering Unmasked Estep 
Score: -8477711.000000 Penalty: 3619.376465
	Iteration 44Q: 3 clusters Score -8477711 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -8477706.000000 Penalty: 3619.376465
	Iteration 45Q: 3 clusters Score -8477706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -8477705.000000 Penalty: 3619.376465
	Iteration 46Q: 3 clusters Score -8477705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 67488 members 
Entering Unmasked Estep 
Score: -8477703.000000 Penalty: 3619.376465
	Iteration 47Q: 3 clusters Score -8477703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -8477703.000000 Penalty: 3619.376465
	Iteration 48Q: 3 clusters Score -8477703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -8477706.000000 Penalty: 3619.376465
	Iteration 49Q: 3 clusters Score -8477706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 67542 members 
Entering Unmasked Estep 
Score: -8477717.000000 Penalty: 3619.376465
	Iteration 50Q: 3 clusters Score -8477717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 67555 members 
Entering Unmasked Estep 
Score: -8477721.000000 Penalty: 3619.376465
	Iteration 51Q: 3 clusters Score -8477721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -8477720.000000 Penalty: 3619.376465
	Iteration 52Q: 3 clusters Score -8477720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -8477716.000000 Penalty: 3619.376465
	Iteration 53Q: 3 clusters Score -8477716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -8477720.000000 Penalty: 3619.376465
	Iteration 54Q: 3 clusters Score -8477720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -8477717.000000 Penalty: 3619.376465
	Iteration 55Q: 3 clusters Score -8477717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 67591 members 
Entering Unmasked Estep 
Score: -8477720.000000 Penalty: 3619.376465
	Iteration 56Q: 3 clusters Score -8477720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -8477724.000000 Penalty: 3619.376465
	Iteration 57Q: 3 clusters Score -8477724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -8477715.000000 Penalty: 3619.376465
	Iteration 58Q: 3 clusters Score -8477715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -8477713.000000 Penalty: 3619.376465
	Iteration 59Q: 3 clusters Score -8477713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -8477717.000000 Penalty: 3619.376465
	Iteration 60F: 3 clusters Score -8477717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -8477718.000000 Penalty: 3619.376465
	Iteration 61Q: 3 clusters Score -8477718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -8477719.000000 Penalty: 3619.376465
	Iteration 62Q: 3 clusters Score -8477719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -8477719.000000 Penalty: 3619.376465
	Iteration 63F: 3 clusters Score -8477719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Entering Unmasked Estep 
Score: -5224711.500000 Penalty: 1730.016846
	Iteration 0F: 2 clusters Score -5224712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -5196740.000000 Penalty: 3460.033691
	Iteration 0F: 3 clusters Score -5196740 nChanged 19599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -5207764.500000 Penalty: 3460.033691
	Iteration 1F: 3 clusters Score -5207764 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -5208472.000000 Penalty: 3460.033691
	Iteration 2Q: 3 clusters Score -5208472 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -5209442.000000 Penalty: 3460.033691
	Iteration 3Q: 3 clusters Score -5209442 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -5210853.000000 Penalty: 3460.033691
	Iteration 4F: 3 clusters Score -5210853 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -5212511.500000 Penalty: 3460.033691
	Iteration 5F: 3 clusters Score -5212512 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -5214499.500000 Penalty: 3460.033691
	Iteration 6F: 3 clusters Score -5214500 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -5216691.000000 Penalty: 3460.033691
	Iteration 7F: 3 clusters Score -5216691 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -5218798.500000 Penalty: 3460.033691
	Iteration 8F: 3 clusters Score -5218798 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -5220649.500000 Penalty: 3460.033691
	Iteration 9F: 3 clusters Score -5220650 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5221909.500000 Penalty: 3460.033691
	Iteration 10Q: 3 clusters Score -5221910 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5222572.000000 Penalty: 3460.033691
	Iteration 11Q: 3 clusters Score -5222572 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5222849.000000 Penalty: 3460.033691
	Iteration 12Q: 3 clusters Score -5222849 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5222993.500000 Penalty: 3460.033691
	Iteration 13Q: 3 clusters Score -5222994 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5223053.500000 Penalty: 3460.033691
	Iteration 14Q: 3 clusters Score -5223054 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5223095.000000 Penalty: 3460.033691
	Iteration 15Q: 3 clusters Score -5223095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5223124.500000 Penalty: 3460.033691
	Iteration 16Q: 3 clusters Score -5223124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5223141.000000 Penalty: 3460.033691
	Iteration 17Q: 3 clusters Score -5223141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5223157.500000 Penalty: 3460.033691
	Iteration 18Q: 3 clusters Score -5223158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5223168.000000 Penalty: 3460.033691
	Iteration 19Q: 3 clusters Score -5223168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -5223187.000000 Penalty: 3460.033691
	Iteration 20F: 3 clusters Score -5223187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5223183.500000 Penalty: 3460.033691
	Iteration 21Q: 3 clusters Score -5223184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -5223189.500000 Penalty: 3460.033691
	Iteration 22Q: 3 clusters Score -5223190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5223192.500000 Penalty: 3460.033691
	Iteration 23Q: 3 clusters Score -5223192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5223196.000000 Penalty: 3460.033691
	Iteration 24Q: 3 clusters Score -5223196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5223196.000000 Penalty: 3460.033691
	Iteration 25F: 3 clusters Score -5223196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Entering Unmasked Estep 
Score: -3854679.750000 Penalty: 1680.444092
	Iteration 0F: 2 clusters Score -3854680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -3833800.250000 Penalty: 3360.888184
	Iteration 0F: 3 clusters Score -3833800 nChanged 14244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -3841502.250000 Penalty: 3360.888184
	Iteration 1F: 3 clusters Score -3841502 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3841826.250000 Penalty: 3360.888184
	Iteration 2Q: 3 clusters Score -3841826 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -3842149.750000 Penalty: 3360.888184
	Iteration 3Q: 3 clusters Score -3842150 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3842499.000000 Penalty: 3360.888184
	Iteration 4Q: 3 clusters Score -3842499 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -3842920.750000 Penalty: 3360.888184
	Iteration 5Q: 3 clusters Score -3842921 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -3843384.000000 Penalty: 3360.888184
	Iteration 6Q: 3 clusters Score -3843384 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3843991.750000 Penalty: 3360.888184
	Iteration 7Q: 3 clusters Score -3843992 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -3844715.000000 Penalty: 3360.888184
	Iteration 8Q: 3 clusters Score -3844715 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3845593.500000 Penalty: 3360.888184
	Iteration 9Q: 3 clusters Score -3845594 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -3846656.000000 Penalty: 3360.888184
	Iteration 10F: 3 clusters Score -3846656 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -3847723.250000 Penalty: 3360.888184
	Iteration 11F: 3 clusters Score -3847723 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3848503.000000 Penalty: 3360.888184
	Iteration 12Q: 3 clusters Score -3848503 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3848967.000000 Penalty: 3360.888184
	Iteration 13Q: 3 clusters Score -3848967 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3849210.250000 Penalty: 3360.888184
	Iteration 14Q: 3 clusters Score -3849210 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3849344.500000 Penalty: 3360.888184
	Iteration 15Q: 3 clusters Score -3849344 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3849408.250000 Penalty: 3360.888184
	Iteration 16Q: 3 clusters Score -3849408 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3849450.750000 Penalty: 3360.888184
	Iteration 17Q: 3 clusters Score -3849451 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3849508.500000 Penalty: 3360.888184
	Iteration 18Q: 3 clusters Score -3849508 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3849548.750000 Penalty: 3360.888184
	Iteration 19Q: 3 clusters Score -3849549 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -3849596.500000 Penalty: 3360.888184
	Iteration 20F: 3 clusters Score -3849596 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3849653.250000 Penalty: 3360.888184
	Iteration 21Q: 3 clusters Score -3849653 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3849706.250000 Penalty: 3360.888184
	Iteration 22Q: 3 clusters Score -3849706 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -3849759.000000 Penalty: 3360.888184
	Iteration 23Q: 3 clusters Score -3849759 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3849815.250000 Penalty: 3360.888184
	Iteration 24Q: 3 clusters Score -3849815 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3849886.500000 Penalty: 3360.888184
	Iteration 25Q: 3 clusters Score -3849886 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3849953.750000 Penalty: 3360.888184
	Iteration 26Q: 3 clusters Score -3849954 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3850019.250000 Penalty: 3360.888184
	Iteration 27Q: 3 clusters Score -3850019 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3850094.750000 Penalty: 3360.888184
	Iteration 28Q: 3 clusters Score -3850095 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -3850142.250000 Penalty: 3360.888184
	Iteration 29Q: 3 clusters Score -3850142 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3850240.000000 Penalty: 3360.888184
	Iteration 30Q: 3 clusters Score -3850240 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3850348.000000 Penalty: 3360.888184
	Iteration 31Q: 3 clusters Score -3850348 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3850422.750000 Penalty: 3360.888184
	Iteration 32Q: 3 clusters Score -3850423 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -3850512.000000 Penalty: 3360.888184
	Iteration 33Q: 3 clusters Score -3850512 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3850603.250000 Penalty: 3360.888184
	Iteration 34Q: 3 clusters Score -3850603 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3850676.750000 Penalty: 3360.888184
	Iteration 35Q: 3 clusters Score -3850677 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3850744.500000 Penalty: 3360.888184
	Iteration 36Q: 3 clusters Score -3850744 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -3850820.000000 Penalty: 3360.888184
	Iteration 37Q: 3 clusters Score -3850820 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -3850874.000000 Penalty: 3360.888184
	Iteration 38Q: 3 clusters Score -3850874 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -3850935.750000 Penalty: 3360.888184
	Iteration 39Q: 3 clusters Score -3850936 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -3851002.750000 Penalty: 3360.888184
	Iteration 40F: 3 clusters Score -3851003 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -3851052.000000 Penalty: 3360.888184
	Iteration 41Q: 3 clusters Score -3851052 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -3851093.250000 Penalty: 3360.888184
	Iteration 42Q: 3 clusters Score -3851093 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -3851132.500000 Penalty: 3360.888184
	Iteration 43Q: 3 clusters Score -3851132 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3851181.000000 Penalty: 3360.888184
	Iteration 44Q: 3 clusters Score -3851181 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3851233.500000 Penalty: 3360.888184
	Iteration 45Q: 3 clusters Score -3851234 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -3851278.500000 Penalty: 3360.888184
	Iteration 46Q: 3 clusters Score -3851278 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -3851325.750000 Penalty: 3360.888184
	Iteration 47Q: 3 clusters Score -3851326 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -3851363.500000 Penalty: 3360.888184
	Iteration 48Q: 3 clusters Score -3851364 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3851403.750000 Penalty: 3360.888184
	Iteration 49Q: 3 clusters Score -3851404 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3851452.250000 Penalty: 3360.888184
	Iteration 50Q: 3 clusters Score -3851452 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3851503.000000 Penalty: 3360.888184
	Iteration 51Q: 3 clusters Score -3851503 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -3851571.750000 Penalty: 3360.888184
	Iteration 52Q: 3 clusters Score -3851572 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3851614.250000 Penalty: 3360.888184
	Iteration 53Q: 3 clusters Score -3851614 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -3851696.750000 Penalty: 3360.888184
	Iteration 54Q: 3 clusters Score -3851697 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -3851753.000000 Penalty: 3360.888184
	Iteration 55Q: 3 clusters Score -3851753 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -3851800.250000 Penalty: 3360.888184
	Iteration 56Q: 3 clusters Score -3851800 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -3851865.500000 Penalty: 3360.888184
	Iteration 57Q: 3 clusters Score -3851866 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -3851944.000000 Penalty: 3360.888184
	Iteration 58Q: 3 clusters Score -3851944 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -3852021.250000 Penalty: 3360.888184
	Iteration 59Q: 3 clusters Score -3852021 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3852097.250000 Penalty: 3360.888184
	Iteration 60F: 3 clusters Score -3852097 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -3852163.750000 Penalty: 3360.888184
	Iteration 61Q: 3 clusters Score -3852164 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3852238.000000 Penalty: 3360.888184
	Iteration 62Q: 3 clusters Score -3852238 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -3852310.750000 Penalty: 3360.888184
	Iteration 63Q: 3 clusters Score -3852311 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -3852366.000000 Penalty: 3360.888184
	Iteration 64Q: 3 clusters Score -3852366 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -3852408.750000 Penalty: 3360.888184
	Iteration 65Q: 3 clusters Score -3852409 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3852474.750000 Penalty: 3360.888184
	Iteration 66Q: 3 clusters Score -3852475 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -3852529.500000 Penalty: 3360.888184
	Iteration 67Q: 3 clusters Score -3852530 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3852601.000000 Penalty: 3360.888184
	Iteration 68Q: 3 clusters Score -3852601 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3852663.250000 Penalty: 3360.888184
	Iteration 69Q: 3 clusters Score -3852663 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3852712.750000 Penalty: 3360.888184
	Iteration 70Q: 3 clusters Score -3852713 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3852765.250000 Penalty: 3360.888184
	Iteration 71Q: 3 clusters Score -3852765 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3852834.000000 Penalty: 3360.888184
	Iteration 72Q: 3 clusters Score -3852834 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3852884.000000 Penalty: 3360.888184
	Iteration 73Q: 3 clusters Score -3852884 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3852931.500000 Penalty: 3360.888184
	Iteration 74Q: 3 clusters Score -3852932 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3852969.000000 Penalty: 3360.888184
	Iteration 75Q: 3 clusters Score -3852969 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3853011.000000 Penalty: 3360.888184
	Iteration 76Q: 3 clusters Score -3853011 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3853022.500000 Penalty: 3360.888184
	Iteration 77Q: 3 clusters Score -3853022 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3853054.750000 Penalty: 3360.888184
	Iteration 78Q: 3 clusters Score -3853055 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3853101.500000 Penalty: 3360.888184
	Iteration 79Q: 3 clusters Score -3853102 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3853145.750000 Penalty: 3360.888184
	Iteration 80F: 3 clusters Score -3853146 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3853199.500000 Penalty: 3360.888184
	Iteration 81Q: 3 clusters Score -3853200 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3853245.250000 Penalty: 3360.888184
	Iteration 82Q: 3 clusters Score -3853245 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3853278.000000 Penalty: 3360.888184
	Iteration 83Q: 3 clusters Score -3853278 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3853331.000000 Penalty: 3360.888184
	Iteration 84Q: 3 clusters Score -3853331 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3853362.500000 Penalty: 3360.888184
	Iteration 85Q: 3 clusters Score -3853362 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3853399.750000 Penalty: 3360.888184
	Iteration 86Q: 3 clusters Score -3853400 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3853413.500000 Penalty: 3360.888184
	Iteration 87Q: 3 clusters Score -3853414 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3853442.750000 Penalty: 3360.888184
	Iteration 88Q: 3 clusters Score -3853443 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3853467.750000 Penalty: 3360.888184
	Iteration 89Q: 3 clusters Score -3853468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3853487.750000 Penalty: 3360.888184
	Iteration 90Q: 3 clusters Score -3853488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3853502.750000 Penalty: 3360.888184
	Iteration 91Q: 3 clusters Score -3853503 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3853527.750000 Penalty: 3360.888184
	Iteration 92Q: 3 clusters Score -3853528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3853542.250000 Penalty: 3360.888184
	Iteration 93Q: 3 clusters Score -3853542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3853547.250000 Penalty: 3360.888184
	Iteration 94Q: 3 clusters Score -3853547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3853555.500000 Penalty: 3360.888184
	Iteration 95Q: 3 clusters Score -3853556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3853553.250000 Penalty: 3360.888184
	Iteration 96Q: 3 clusters Score -3853553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3853556.250000 Penalty: 3360.888184
	Iteration 97Q: 3 clusters Score -3853556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3853560.250000 Penalty: 3360.888184
	Iteration 98Q: 3 clusters Score -3853560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3853567.750000 Penalty: 3360.888184
	Iteration 99Q: 3 clusters Score -3853568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3853567.750000 Penalty: 3360.888184
	Iteration 100F: 3 clusters Score -3853568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3853565.250000 Penalty: 3360.888184
	Iteration 101Q: 3 clusters Score -3853565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3853566.750000 Penalty: 3360.888184
	Iteration 102Q: 3 clusters Score -3853567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3853573.750000 Penalty: 3360.888184
	Iteration 103Q: 3 clusters Score -3853574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3853574.500000 Penalty: 3360.888184
	Iteration 104Q: 3 clusters Score -3853574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3853576.250000 Penalty: 3360.888184
	Iteration 105Q: 3 clusters Score -3853576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3853580.000000 Penalty: 3360.888184
	Iteration 106Q: 3 clusters Score -3853580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3853586.250000 Penalty: 3360.888184
	Iteration 107Q: 3 clusters Score -3853586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3853588.250000 Penalty: 3360.888184
	Iteration 108Q: 3 clusters Score -3853588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3853594.250000 Penalty: 3360.888184
	Iteration 109Q: 3 clusters Score -3853594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3853595.500000 Penalty: 3360.888184
	Iteration 110Q: 3 clusters Score -3853596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3853595.750000 Penalty: 3360.888184
	Iteration 111Q: 3 clusters Score -3853596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3853597.750000 Penalty: 3360.888184
	Iteration 112Q: 3 clusters Score -3853598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3853600.500000 Penalty: 3360.888184
	Iteration 113Q: 3 clusters Score -3853600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3853601.750000 Penalty: 3360.888184
	Iteration 114Q: 3 clusters Score -3853602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3853601.750000 Penalty: 3360.888184
	Iteration 115Q: 3 clusters Score -3853602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3853604.250000 Penalty: 3360.888184
	Iteration 116Q: 3 clusters Score -3853604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3853602.250000 Penalty: 3360.888184
	Iteration 117Q: 3 clusters Score -3853602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3853604.000000 Penalty: 3360.888184
	Iteration 118Q: 3 clusters Score -3853604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3853602.750000 Penalty: 3360.888184
	Iteration 119Q: 3 clusters Score -3853603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3853603.250000 Penalty: 3360.888184
	Iteration 120F: 3 clusters Score -3853603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3853604.250000 Penalty: 3360.888184
	Iteration 121Q: 3 clusters Score -3853604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3853601.750000 Penalty: 3360.888184
	Iteration 122Q: 3 clusters Score -3853602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3853602.750000 Penalty: 3360.888184
	Iteration 123Q: 3 clusters Score -3853603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3853602.750000 Penalty: 3360.888184
	Iteration 124F: 3 clusters Score -3853603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (67282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Entering Unmasked Estep 
Score: -8307087.500000 Penalty: 1806.455200
	Iteration 0F: 2 clusters Score -8307088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -8262399.000000 Penalty: 3612.910400
	Iteration 0F: 3 clusters Score -8262399 nChanged 32063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -8280795.000000 Penalty: 3612.910400
	Iteration 1F: 3 clusters Score -8280795 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -8281407.500000 Penalty: 3612.910400
	Iteration 2Q: 3 clusters Score -8281408 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -8282247.000000 Penalty: 3612.910400
	Iteration 3Q: 3 clusters Score -8282247 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -8283260.500000 Penalty: 3612.910400
	Iteration 4Q: 3 clusters Score -8283260 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -8284656.000000 Penalty: 3612.910400
	Iteration 5Q: 3 clusters Score -8284656 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -8286542.500000 Penalty: 3612.910400
	Iteration 6Q: 3 clusters Score -8286542 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -8288995.000000 Penalty: 3612.910400
	Iteration 7F: 3 clusters Score -8288995 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -8292070.000000 Penalty: 3612.910400
	Iteration 8F: 3 clusters Score -8292070 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -8295394.000000 Penalty: 3612.910400
	Iteration 9F: 3 clusters Score -8295394 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
Score: -8298408.500000 Penalty: 3612.910400
	Iteration 10F: 3 clusters Score -8298408 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -8300722.000000 Penalty: 3612.910400
	Iteration 11Q: 3 clusters Score -8300722 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -8302395.500000 Penalty: 3612.910400
	Iteration 12Q: 3 clusters Score -8302396 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
Score: -8303565.000000 Penalty: 3612.910400
	Iteration 13Q: 3 clusters Score -8303565 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
Score: -8304364.000000 Penalty: 3612.910400
	Iteration 14Q: 3 clusters Score -8304364 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 66011 members 
Entering Unmasked Estep 
Score: -8304825.000000 Penalty: 3612.910400
	Iteration 15Q: 3 clusters Score -8304825 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 66336 members 
Entering Unmasked Estep 
Score: -8305076.500000 Penalty: 3612.910400
	Iteration 16Q: 3 clusters Score -8305076 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -8305232.500000 Penalty: 3612.910400
	Iteration 17Q: 3 clusters Score -8305232 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -8305306.000000 Penalty: 3612.910400
	Iteration 18Q: 3 clusters Score -8305306 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -8305346.000000 Penalty: 3612.910400
	Iteration 19Q: 3 clusters Score -8305346 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -8305403.000000 Penalty: 3612.910400
	Iteration 20F: 3 clusters Score -8305403 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -8305432.000000 Penalty: 3612.910400
	Iteration 21Q: 3 clusters Score -8305432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -8305463.000000 Penalty: 3612.910400
	Iteration 22Q: 3 clusters Score -8305463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -8305480.500000 Penalty: 3612.910400
	Iteration 23Q: 3 clusters Score -8305480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -8305495.000000 Penalty: 3612.910400
	Iteration 24Q: 3 clusters Score -8305495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -8305523.500000 Penalty: 3612.910400
	Iteration 25Q: 3 clusters Score -8305524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -8305541.500000 Penalty: 3612.910400
	Iteration 26Q: 3 clusters Score -8305542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -8305551.000000 Penalty: 3612.910400
	Iteration 27Q: 3 clusters Score -8305551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -8305564.000000 Penalty: 3612.910400
	Iteration 28Q: 3 clusters Score -8305564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 66963 members 
Entering Unmasked Estep 
Score: -8305586.000000 Penalty: 3612.910400
	Iteration 29Q: 3 clusters Score -8305586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -8305591.000000 Penalty: 3612.910400
	Iteration 30Q: 3 clusters Score -8305591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -8305598.000000 Penalty: 3612.910400
	Iteration 31Q: 3 clusters Score -8305598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -8305594.500000 Penalty: 3612.910400
	Iteration 32Q: 3 clusters Score -8305594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 66968 members 
Entering Unmasked Estep 
Score: -8305596.000000 Penalty: 3612.910400
	Iteration 33Q: 3 clusters Score -8305596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -8305598.500000 Penalty: 3612.910400
	Iteration 34Q: 3 clusters Score -8305598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -8305598.500000 Penalty: 3612.910400
	Iteration 35F: 3 clusters Score -8305598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -75076.726562 Penalty: 1043.777588
	Iteration 0F: 2 clusters Score -75076.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -73891.773438 Penalty: 2087.555176
	Iteration 0F: 3 clusters Score -73891.77 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74115.882812 Penalty: 2087.555176
	Iteration 1F: 3 clusters Score -74115.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74179.679688 Penalty: 2087.555176
	Iteration 2F: 3 clusters Score -74179.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74210.578125 Penalty: 2087.555176
	Iteration 3Q: 3 clusters Score -74210.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74224.273438 Penalty: 2087.555176
	Iteration 4Q: 3 clusters Score -74224.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74233.312500 Penalty: 2087.555176
	Iteration 5Q: 3 clusters Score -74233.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74235.703125 Penalty: 2087.555176
	Iteration 6Q: 3 clusters Score -74235.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74236.875000 Penalty: 2087.555176
	Iteration 7Q: 3 clusters Score -74236.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74236.875000 Penalty: 2087.555176
	Iteration 8F: 3 clusters Score -74236.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Entering Unmasked Estep 
Score: -222331.406250 Penalty: 1213.911499
	Iteration 0F: 2 clusters Score -222331.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -220368.562500 Penalty: 2427.822998
	Iteration 0F: 3 clusters Score -220368.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -220742.687500 Penalty: 2427.822998
	Iteration 1F: 3 clusters Score -220742.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -220827.406250 Penalty: 2427.822998
	Iteration 2F: 3 clusters Score -220827.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -220870.921875 Penalty: 2427.822998
	Iteration 3Q: 3 clusters Score -220870.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -220896.687500 Penalty: 2427.822998
	Iteration 4Q: 3 clusters Score -220896.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -220916.500000 Penalty: 2427.822998
	Iteration 5Q: 3 clusters Score -220916.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -220937.078125 Penalty: 2427.822998
	Iteration 6Q: 3 clusters Score -220937.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -220952.328125 Penalty: 2427.822998
	Iteration 7Q: 3 clusters Score -220952.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -220966.625000 Penalty: 2427.822998
	Iteration 8Q: 3 clusters Score -220966.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -220978.515625 Penalty: 2427.822998
	Iteration 9Q: 3 clusters Score -220978.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -220988.234375 Penalty: 2427.822998
	Iteration 10Q: 3 clusters Score -220988.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -220991.593750 Penalty: 2427.822998
	Iteration 11Q: 3 clusters Score -220991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -220993.656250 Penalty: 2427.822998
	Iteration 12Q: 3 clusters Score -220993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -220995.406250 Penalty: 2427.822998
	Iteration 13Q: 3 clusters Score -220995.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -220996.453125 Penalty: 2427.822998
	Iteration 14Q: 3 clusters Score -220996.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -220998.593750 Penalty: 2427.822998
	Iteration 15Q: 3 clusters Score -220998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -221000.078125 Penalty: 2427.822998
	Iteration 16Q: 3 clusters Score -221000.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -221002.000000 Penalty: 2427.822998
	Iteration 17Q: 3 clusters Score -221002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -221003.937500 Penalty: 2427.822998
	Iteration 18Q: 3 clusters Score -221003.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -221009.125000 Penalty: 2427.822998
	Iteration 19Q: 3 clusters Score -221009.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -221011.312500 Penalty: 2427.822998
	Iteration 20F: 3 clusters Score -221011.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -221011.781250 Penalty: 2427.822998
	Iteration 21Q: 3 clusters Score -221011.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -221011.781250 Penalty: 2427.822998
	Iteration 22F: 3 clusters Score -221011.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 92466 members 
Mstep: Class 5 contains 10389 members 
Mstep: Class 6 contains 73683 members 
Mstep: Class 9 contains 55701 members 
Mstep: Class 10 contains 78224 members 
Mstep: Class 11 contains 32057 members 
Mstep: Class 12 contains 56488 members 
Mstep: Class 13 contains 68634 members 
Mstep: Class 14 contains 42035 members 
Mstep: Class 16 contains 30983 members 
Mstep: Class 17 contains 67282 members 
Mstep: Class 21 contains 616 members 
Mstep: Class 22 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75542880.000000 Penalty: 30347.412109
Iteration 39Q: 15 clusters Score -7.554288e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 91514 members 
Mstep: Class 5 contains 10611 members 
Mstep: Class 6 contains 73537 members 
Mstep: Class 9 contains 56762 members 
Mstep: Class 10 contains 77839 members 
Mstep: Class 11 contains 32065 members 
Mstep: Class 12 contains 57011 members 
Mstep: Class 13 contains 68545 members 
Mstep: Class 14 contains 41947 members 
Mstep: Class 16 contains 31252 members 
Mstep: Class 17 contains 67016 members 
Mstep: Class 21 contains 618 members 
Mstep: Class 22 contains 1751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75544376.000000 Penalty: 30347.412109
Iteration 40F: 15 clusters Score -7.554438e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 91091 members 
Mstep: Class 5 contains 10885 members 
Mstep: Class 6 contains 73316 members 
Mstep: Class 9 contains 58109 members 
Mstep: Class 10 contains 77348 members 
Mstep: Class 11 contains 32118 members 
Mstep: Class 12 contains 57429 members 
Mstep: Class 13 contains 68098 members 
Mstep: Class 14 contains 41813 members 
Mstep: Class 16 contains 31478 members 
Mstep: Class 17 contains 66642 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 1753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75544424.000000 Penalty: 30347.412109
Iteration 41Q: 15 clusters Score -7.554442e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 90447 members 
Mstep: Class 5 contains 11168 members 
Mstep: Class 6 contains 73072 members 
Mstep: Class 9 contains 59474 members 
Mstep: Class 10 contains 76864 members 
Mstep: Class 11 contains 32217 members 
Mstep: Class 12 contains 57850 members 
Mstep: Class 13 contains 67769 members 
Mstep: Class 14 contains 41675 members 
Mstep: Class 16 contains 31678 members 
Mstep: Class 17 contains 66329 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75544856.000000 Penalty: 30347.412109
Iteration 42Q: 15 clusters Score -7.554486e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 89681 members 
Mstep: Class 5 contains 11436 members 
Mstep: Class 6 contains 72875 members 
Mstep: Class 9 contains 60819 members 
Mstep: Class 10 contains 76374 members 
Mstep: Class 11 contains 32295 members 
Mstep: Class 12 contains 58252 members 
Mstep: Class 13 contains 67544 members 
Mstep: Class 14 contains 41569 members 
Mstep: Class 16 contains 31905 members 
Mstep: Class 17 contains 65988 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75545320.000000 Penalty: 30347.412109
Iteration 43Q: 15 clusters Score -7.554532e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 88879 members 
Mstep: Class 5 contains 11666 members 
Mstep: Class 6 contains 72662 members 
Mstep: Class 9 contains 62300 members 
Mstep: Class 10 contains 75856 members 
Mstep: Class 11 contains 32333 members 
Mstep: Class 12 contains 58614 members 
Mstep: Class 13 contains 67378 members 
Mstep: Class 14 contains 41441 members 
Mstep: Class 16 contains 32124 members 
Mstep: Class 17 contains 65643 members 
Mstep: Class 21 contains 625 members 
Mstep: Class 22 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75545680.000000 Penalty: 30347.412109
Iteration 44Q: 15 clusters Score -7.554568e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 88028 members 
Mstep: Class 5 contains 11882 members 
Mstep: Class 6 contains 72425 members 
Mstep: Class 9 contains 63882 members 
Mstep: Class 10 contains 75358 members 
Mstep: Class 11 contains 32359 members 
Mstep: Class 12 contains 58970 members 
Mstep: Class 13 contains 67221 members 
Mstep: Class 14 contains 41335 members 
Mstep: Class 16 contains 32323 members 
Mstep: Class 17 contains 65247 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 1751 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 15 clusters Score -7.554626e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 87219 members 
Mstep: Class 5 contains 12131 members 
Mstep: Class 6 contains 72188 members 
Mstep: Class 9 contains 65492 members 
Mstep: Class 10 contains 74833 members 
Mstep: Class 11 contains 32343 members 
Mstep: Class 12 contains 59322 members 
Mstep: Class 13 contains 66998 members 
Mstep: Class 14 contains 41224 members 
Mstep: Class 16 contains 32526 members 
Mstep: Class 17 contains 64895 members 
Mstep: Class 21 contains 635 members 
Mstep: Class 22 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75546392.000000 Penalty: 30347.412109
Iteration 46Q: 15 clusters Score -7.554639e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 86411 members 
Mstep: Class 5 contains 12381 members 
Mstep: Class 6 contains 71937 members 
Mstep: Class 9 contains 67155 members 
Mstep: Class 10 contains 74408 members 
Mstep: Class 11 contains 32246 members 
Mstep: Class 12 contains 59620 members 
Mstep: Class 13 contains 66802 members 
Mstep: Class 14 contains 41112 members 
Mstep: Class 16 contains 32693 members 
Mstep: Class 17 contains 64561 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75546856.000000 Penalty: 30347.412109
Iteration 47Q: 15 clusters Score -7.554686e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 85509 members 
Mstep: Class 5 contains 12646 members 
Mstep: Class 6 contains 71696 members 
Mstep: Class 9 contains 68922 members 
Mstep: Class 10 contains 73989 members 
Mstep: Class 11 contains 32101 members 
Mstep: Class 12 contains 59897 members 
Mstep: Class 13 contains 66645 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 16 contains 32862 members 
Mstep: Class 17 contains 64236 members 
Mstep: Class 21 contains 638 members 
Mstep: Class 22 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75547392.000000 Penalty: 30347.412109
Iteration 48Q: 15 clusters Score -7.554739e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 84412 members 
Mstep: Class 5 contains 12908 members 
Mstep: Class 6 contains 71434 members 
Mstep: Class 9 contains 70834 members 
Mstep: Class 10 contains 73721 members 
Mstep: Class 11 contains 31965 members 
Mstep: Class 12 contains 60147 members 
Mstep: Class 13 contains 66403 members 
Mstep: Class 14 contains 40847 members 
Mstep: Class 16 contains 33035 members 
Mstep: Class 17 contains 63913 members 
Mstep: Class 21 contains 640 members 
Mstep: Class 22 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 15 clusters Score -7.554848e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 82929 members 
Mstep: Class 5 contains 13143 members 
Mstep: Class 6 contains 71192 members 
Mstep: Class 9 contains 72878 members 
Mstep: Class 10 contains 73749 members 
Mstep: Class 11 contains 31823 members 
Mstep: Class 12 contains 60462 members 
Mstep: Class 13 contains 66061 members 
Mstep: Class 14 contains 40716 members 
Mstep: Class 16 contains 33223 members 
Mstep: Class 17 contains 63557 members 
Mstep: Class 21 contains 643 members 
Mstep: Class 22 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 15 clusters Score -7.554959e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 81273 members 
Mstep: Class 5 contains 13333 members 
Mstep: Class 6 contains 70985 members 
Mstep: Class 9 contains 74928 members 
Mstep: Class 10 contains 73958 members 
Mstep: Class 11 contains 31647 members 
Mstep: Class 12 contains 60820 members 
Mstep: Class 13 contains 65630 members 
Mstep: Class 14 contains 40542 members 
Mstep: Class 16 contains 33444 members 
Mstep: Class 17 contains 63258 members 
Mstep: Class 21 contains 641 members 
Mstep: Class 22 contains 1772 members 
Entering Unmasked Estep 
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Iteration 51Q: 15 clusters Score -7.555018e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 79421 members 
Mstep: Class 5 contains 13526 members 
Mstep: Class 6 contains 70757 members 
Mstep: Class 9 contains 77057 members 
Mstep: Class 10 contains 74268 members 
Mstep: Class 11 contains 31462 members 
Mstep: Class 12 contains 61207 members 
Mstep: Class 13 contains 65115 members 
Mstep: Class 14 contains 40324 members 
Mstep: Class 16 contains 33648 members 
Mstep: Class 17 contains 63124 members 
Mstep: Class 21 contains 643 members 
Mstep: Class 22 contains 1775 members 
Entering Unmasked Estep 
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Iteration 52Q: 15 clusters Score -7.555019e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 77204 members 
Mstep: Class 5 contains 13685 members 
Mstep: Class 6 contains 70622 members 
Mstep: Class 9 contains 79181 members 
Mstep: Class 10 contains 74761 members 
Mstep: Class 11 contains 31280 members 
Mstep: Class 12 contains 61607 members 
Mstep: Class 13 contains 64577 members 
Mstep: Class 14 contains 40167 members 
Mstep: Class 16 contains 33859 members 
Mstep: Class 17 contains 63055 members 
Mstep: Class 21 contains 644 members 
Mstep: Class 22 contains 1765 members 
Entering Unmasked Estep 
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Iteration 53Q: 15 clusters Score -7.555042e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 74711 members 
Mstep: Class 5 contains 13821 members 
Mstep: Class 6 contains 70560 members 
Mstep: Class 9 contains 81183 members 
Mstep: Class 10 contains 75279 members 
Mstep: Class 11 contains 31147 members 
Mstep: Class 12 contains 62031 members 
Mstep: Class 13 contains 64072 members 
Mstep: Class 14 contains 40022 members 
Mstep: Class 16 contains 34050 members 
Mstep: Class 17 contains 63176 members 
Mstep: Class 21 contains 645 members 
Mstep: Class 22 contains 1772 members 
Entering Unmasked Estep 
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Iteration 54Q: 15 clusters Score -7.555082e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 72101 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 70540 members 
Mstep: Class 9 contains 82830 members 
Mstep: Class 10 contains 75899 members 
Mstep: Class 11 contains 31067 members 
Mstep: Class 12 contains 62480 members 
Mstep: Class 13 contains 63672 members 
Mstep: Class 14 contains 39946 members 
Mstep: Class 16 contains 34233 members 
Mstep: Class 17 contains 63401 members 
Mstep: Class 21 contains 646 members 
Mstep: Class 22 contains 1772 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 15 clusters Score -7.555052e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 69508 members 
Mstep: Class 5 contains 14026 members 
Mstep: Class 6 contains 70676 members 
Mstep: Class 9 contains 84066 members 
Mstep: Class 10 contains 76460 members 
Mstep: Class 11 contains 31030 members 
Mstep: Class 12 contains 62989 members 
Mstep: Class 13 contains 63361 members 
Mstep: Class 14 contains 39853 members 
Mstep: Class 16 contains 34397 members 
Mstep: Class 17 contains 63789 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 1769 members 
Entering Unmasked Estep 
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Iteration 56Q: 15 clusters Score -7.555017e+07 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 66967 members 
Mstep: Class 5 contains 14110 members 
Mstep: Class 6 contains 70879 members 
Mstep: Class 9 contains 84880 members 
Mstep: Class 10 contains 76926 members 
Mstep: Class 11 contains 31049 members 
Mstep: Class 12 contains 63499 members 
Mstep: Class 13 contains 63203 members 
Mstep: Class 14 contains 39835 members 
Mstep: Class 16 contains 34541 members 
Mstep: Class 17 contains 64301 members 
Mstep: Class 21 contains 647 members 
Mstep: Class 22 contains 1767 members 
Entering Unmasked Estep 
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Iteration 57Q: 15 clusters Score -7.554944e+07 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 64494 members 
Mstep: Class 5 contains 14177 members 
Mstep: Class 6 contains 71089 members 
Mstep: Class 9 contains 85280 members 
Mstep: Class 10 contains 77325 members 
Mstep: Class 11 contains 31107 members 
Mstep: Class 12 contains 64033 members 
Mstep: Class 13 contains 63258 members 
Mstep: Class 14 contains 39862 members 
Mstep: Class 16 contains 34700 members 
Mstep: Class 17 contains 64905 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 1749 members 
Entering Unmasked Estep 
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Iteration 58Q: 15 clusters Score -7.554867e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 61970 members 
Mstep: Class 5 contains 14220 members 
Mstep: Class 6 contains 71367 members 
Mstep: Class 9 contains 85448 members 
Mstep: Class 10 contains 77689 members 
Mstep: Class 11 contains 31277 members 
Mstep: Class 12 contains 64507 members 
Mstep: Class 13 contains 63413 members 
Mstep: Class 14 contains 39919 members 
Mstep: Class 16 contains 34859 members 
Mstep: Class 17 contains 65575 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 1750 members 
Entering Unmasked Estep 
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Iteration 59Q: 15 clusters Score -7.554778e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 59558 members 
Mstep: Class 5 contains 14253 members 
Mstep: Class 6 contains 71630 members 
Mstep: Class 9 contains 85328 members 
Mstep: Class 10 contains 78052 members 
Mstep: Class 11 contains 31476 members 
Mstep: Class 12 contains 64942 members 
Mstep: Class 13 contains 63745 members 
Mstep: Class 14 contains 39986 members 
Mstep: Class 16 contains 35056 members 
Mstep: Class 17 contains 66255 members 
Mstep: Class 21 contains 659 members 
Mstep: Class 22 contains 1746 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 15 clusters Score -7.554781e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 56569 members 
Mstep: Class 5 contains 14274 members 
Mstep: Class 6 contains 71852 members 
Mstep: Class 9 contains 86015 members 
Mstep: Class 10 contains 78209 members 
Mstep: Class 11 contains 31770 members 
Mstep: Class 12 contains 65370 members 
Mstep: Class 13 contains 63920 members 
Mstep: Class 14 contains 40090 members 
Mstep: Class 16 contains 35262 members 
Mstep: Class 17 contains 66979 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 22 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 15 clusters Score -7.554675e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 53483 members 
Mstep: Class 5 contains 14299 members 
Mstep: Class 6 contains 72099 members 
Mstep: Class 9 contains 86527 members 
Mstep: Class 10 contains 78380 members 
Mstep: Class 11 contains 32237 members 
Mstep: Class 12 contains 65799 members 
Mstep: Class 13 contains 64213 members 
Mstep: Class 14 contains 40164 members 
Mstep: Class 16 contains 35463 members 
Mstep: Class 17 contains 67677 members 
Mstep: Class 21 contains 662 members 
Mstep: Class 22 contains 1753 members 
Entering Unmasked Estep 
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Iteration 62Q: 15 clusters Score -7.554566e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 50602 members 
Mstep: Class 5 contains 14338 members 
Mstep: Class 6 contains 72385 members 
Mstep: Class 9 contains 86655 members 
Mstep: Class 10 contains 78518 members 
Mstep: Class 11 contains 32821 members 
Mstep: Class 12 contains 66212 members 
Mstep: Class 13 contains 64641 members 
Mstep: Class 14 contains 40267 members 
Mstep: Class 16 contains 35649 members 
Mstep: Class 17 contains 68295 members 
Mstep: Class 21 contains 663 members 
Mstep: Class 22 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 15 clusters Score -7.554542e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 47948 members 
Mstep: Class 5 contains 14401 members 
Mstep: Class 6 contains 72667 members 
Mstep: Class 9 contains 86337 members 
Mstep: Class 10 contains 78567 members 
Mstep: Class 11 contains 33611 members 
Mstep: Class 12 contains 66598 members 
Mstep: Class 13 contains 65158 members 
Mstep: Class 14 contains 40364 members 
Mstep: Class 16 contains 35794 members 
Mstep: Class 17 contains 68991 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 15 clusters Score -7.554526e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 45676 members 
Mstep: Class 5 contains 14468 members 
Mstep: Class 6 contains 72900 members 
Mstep: Class 9 contains 85808 members 
Mstep: Class 10 contains 78526 members 
Mstep: Class 11 contains 34576 members 
Mstep: Class 12 contains 66983 members 
Mstep: Class 13 contains 65743 members 
Mstep: Class 14 contains 40436 members 
Mstep: Class 16 contains 35980 members 
Mstep: Class 17 contains 69422 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 1764 members 
Entering Unmasked Estep 
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Iteration 65Q: 15 clusters Score -7.554502e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 43711 members 
Mstep: Class 5 contains 14542 members 
Mstep: Class 6 contains 73085 members 
Mstep: Class 9 contains 85299 members 
Mstep: Class 10 contains 78428 members 
Mstep: Class 11 contains 35481 members 
Mstep: Class 12 contains 67344 members 
Mstep: Class 13 contains 66360 members 
Mstep: Class 14 contains 40491 members 
Mstep: Class 16 contains 36154 members 
Mstep: Class 17 contains 69682 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 1770 members 
Entering Unmasked Estep 
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Iteration 66Q: 15 clusters Score -7.554515e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 42056 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 73255 members 
Mstep: Class 9 contains 84638 members 
Mstep: Class 10 contains 78308 members 
Mstep: Class 11 contains 36422 members 
Mstep: Class 12 contains 67665 members 
Mstep: Class 13 contains 66970 members 
Mstep: Class 14 contains 40554 members 
Mstep: Class 16 contains 36349 members 
Mstep: Class 17 contains 69815 members 
Mstep: Class 21 contains 669 members 
Mstep: Class 22 contains 1773 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 15 clusters Score -7.554527e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 40672 members 
Mstep: Class 5 contains 14645 members 
Mstep: Class 6 contains 73376 members 
Mstep: Class 9 contains 83814 members 
Mstep: Class 10 contains 78120 members 
Mstep: Class 11 contains 37457 members 
Mstep: Class 12 contains 67976 members 
Mstep: Class 13 contains 67593 members 
Mstep: Class 14 contains 40619 members 
Mstep: Class 16 contains 36580 members 
Mstep: Class 17 contains 69824 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 1769 members 
Entering Unmasked Estep 
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Iteration 68Q: 15 clusters Score -7.554518e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 39500 members 
Mstep: Class 5 contains 14704 members 
Mstep: Class 6 contains 73512 members 
Mstep: Class 9 contains 82946 members 
Mstep: Class 10 contains 77898 members 
Mstep: Class 11 contains 38507 members 
Mstep: Class 12 contains 68252 members 
Mstep: Class 13 contains 68231 members 
Mstep: Class 14 contains 40660 members 
Mstep: Class 16 contains 36804 members 
Mstep: Class 17 contains 69751 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 1747 members 
Entering Unmasked Estep 
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Iteration 69Q: 15 clusters Score -7.554542e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 38516 members 
Mstep: Class 5 contains 14775 members 
Mstep: Class 6 contains 73575 members 
Mstep: Class 9 contains 82089 members 
Mstep: Class 10 contains 77596 members 
Mstep: Class 11 contains 39658 members 
Mstep: Class 12 contains 68478 members 
Mstep: Class 13 contains 68776 members 
Mstep: Class 14 contains 40714 members 
Mstep: Class 16 contains 37013 members 
Mstep: Class 17 contains 69671 members 
Mstep: Class 21 contains 675 members 
Mstep: Class 22 contains 1730 members 
Entering Unmasked Estep 
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Iteration 70Q: 15 clusters Score -7.55455e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 37727 members 
Mstep: Class 5 contains 14847 members 
Mstep: Class 6 contains 73589 members 
Mstep: Class 9 contains 81199 members 
Mstep: Class 10 contains 77282 members 
Mstep: Class 11 contains 40843 members 
Mstep: Class 12 contains 68676 members 
Mstep: Class 13 contains 69282 members 
Mstep: Class 14 contains 40734 members 
Mstep: Class 16 contains 37227 members 
Mstep: Class 17 contains 69555 members 
Mstep: Class 21 contains 676 members 
Mstep: Class 22 contains 1717 members 
Entering Unmasked Estep 
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Iteration 71Q: 15 clusters Score -7.554574e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 37100 members 
Mstep: Class 5 contains 14909 members 
Mstep: Class 6 contains 73581 members 
Mstep: Class 9 contains 80338 members 
Mstep: Class 10 contains 76903 members 
Mstep: Class 11 contains 42075 members 
Mstep: Class 12 contains 68828 members 
Mstep: Class 13 contains 69670 members 
Mstep: Class 14 contains 40767 members 
Mstep: Class 16 contains 37392 members 
Mstep: Class 17 contains 69468 members 
Mstep: Class 21 contains 677 members 
Mstep: Class 22 contains 1702 members 
Entering Unmasked Estep 
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Iteration 72Q: 15 clusters Score -7.554627e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 36592 members 
Mstep: Class 5 contains 14968 members 
Mstep: Class 6 contains 73530 members 
Mstep: Class 9 contains 79478 members 
Mstep: Class 10 contains 76461 members 
Mstep: Class 11 contains 43399 members 
Mstep: Class 12 contains 68935 members 
Mstep: Class 13 contains 70025 members 
Mstep: Class 14 contains 40773 members 
Mstep: Class 16 contains 37520 members 
Mstep: Class 17 contains 69417 members 
Mstep: Class 21 contains 678 members 
Mstep: Class 22 contains 1696 members 
Entering Unmasked Estep 
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Iteration 73Q: 15 clusters Score -7.554652e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 36082 members 
Mstep: Class 5 contains 15037 members 
Mstep: Class 6 contains 73487 members 
Mstep: Class 9 contains 78694 members 
Mstep: Class 10 contains 76003 members 
Mstep: Class 11 contains 44744 members 
Mstep: Class 12 contains 69002 members 
Mstep: Class 13 contains 70310 members 
Mstep: Class 14 contains 40777 members 
Mstep: Class 16 contains 37638 members 
Mstep: Class 17 contains 69398 members 
Mstep: Class 21 contains 678 members 
Mstep: Class 22 contains 1681 members 
Entering Unmasked Estep 
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Iteration 74Q: 15 clusters Score -7.554725e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 35602 members 
Mstep: Class 5 contains 15107 members 
Mstep: Class 6 contains 73441 members 
Mstep: Class 9 contains 78053 members 
Mstep: Class 10 contains 75574 members 
Mstep: Class 11 contains 46045 members 
Mstep: Class 12 contains 69031 members 
Mstep: Class 13 contains 70514 members 
Mstep: Class 14 contains 40763 members 
Mstep: Class 16 contains 37741 members 
Mstep: Class 17 contains 69345 members 
Mstep: Class 21 contains 681 members 
Mstep: Class 22 contains 1682 members 
Entering Unmasked Estep 
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Iteration 75Q: 15 clusters Score -7.554747e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 35148 members 
Mstep: Class 5 contains 15188 members 
Mstep: Class 6 contains 73353 members 
Mstep: Class 9 contains 77370 members 
Mstep: Class 10 contains 75243 members 
Mstep: Class 11 contains 47411 members 
Mstep: Class 12 contains 68995 members 
Mstep: Class 13 contains 70719 members 
Mstep: Class 14 contains 40737 members 
Mstep: Class 16 contains 37829 members 
Mstep: Class 17 contains 69285 members 
Mstep: Class 21 contains 681 members 
Mstep: Class 22 contains 1677 members 
Entering Unmasked Estep 
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Iteration 76Q: 15 clusters Score -7.554778e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 34747 members 
Mstep: Class 5 contains 15260 members 
Mstep: Class 6 contains 73272 members 
Mstep: Class 9 contains 76752 members 
Mstep: Class 10 contains 74902 members 
Mstep: Class 11 contains 48758 members 
Mstep: Class 12 contains 68941 members 
Mstep: Class 13 contains 70870 members 
Mstep: Class 14 contains 40708 members 
Mstep: Class 16 contains 37928 members 
Mstep: Class 17 contains 69184 members 
Mstep: Class 21 contains 681 members 
Mstep: Class 22 contains 1678 members 
Entering Unmasked Estep 
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Iteration 77Q: 15 clusters Score -7.554794e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 34392 members 
Mstep: Class 5 contains 15320 members 
Mstep: Class 6 contains 73189 members 
Mstep: Class 9 contains 76124 members 
Mstep: Class 10 contains 74593 members 
Mstep: Class 11 contains 50002 members 
Mstep: Class 12 contains 68882 members 
Mstep: Class 13 contains 71061 members 
Mstep: Class 14 contains 40673 members 
Mstep: Class 16 contains 38016 members 
Mstep: Class 17 contains 69106 members 
Mstep: Class 21 contains 681 members 
Mstep: Class 22 contains 1682 members 
Entering Unmasked Estep 
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Iteration 78Q: 15 clusters Score -7.554818e+07 nChanged 4017
Entering ConstructFrom: 
Score: -75548176.000000 Penalty: 30347.412109
Entering ConstructFrom: 
Trying to split cluster 1 (7501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Entering Unmasked Estep 
Score: -873398.187500 Penalty: 1449.953613
	Iteration 0F: 2 clusters Score -873398.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -867857.937500 Penalty: 2899.907227
	Iteration 0F: 3 clusters Score -867857.9 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -869550.687500 Penalty: 2899.907227
	Iteration 1F: 3 clusters Score -869550.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -869728.687500 Penalty: 2899.907227
	Iteration 2F: 3 clusters Score -869728.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -869916.562500 Penalty: 2899.907227
	Iteration 3Q: 3 clusters Score -869916.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -870151.875000 Penalty: 2899.907227
	Iteration 4Q: 3 clusters Score -870151.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -870372.875000 Penalty: 2899.907227
	Iteration 5F: 3 clusters Score -870372.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -870626.562500 Penalty: 2899.907227
	Iteration 6F: 3 clusters Score -870626.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -870951.937500 Penalty: 2899.907227
	Iteration 7F: 3 clusters Score -870951.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -871357.187500 Penalty: 2899.907227
	Iteration 8F: 3 clusters Score -871357.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -871805.187500 Penalty: 2899.907227
	Iteration 9F: 3 clusters Score -871805.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -872290.187500 Penalty: 2899.907227
	Iteration 10F: 3 clusters Score -872290.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -872762.562500 Penalty: 2899.907227
	Iteration 11Q: 3 clusters Score -872762.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -873156.500000 Penalty: 2899.907227
	Iteration 12Q: 3 clusters Score -873156.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -873312.375000 Penalty: 2899.907227
	Iteration 13Q: 3 clusters Score -873312.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -873376.937500 Penalty: 2899.907227
	Iteration 14Q: 3 clusters Score -873376.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -873405.500000 Penalty: 2899.907227
	Iteration 15Q: 3 clusters Score -873405.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -873427.250000 Penalty: 2899.907227
	Iteration 16Q: 3 clusters Score -873427.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -873442.875000 Penalty: 2899.907227
	Iteration 17Q: 3 clusters Score -873442.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -873448.750000 Penalty: 2899.907227
	Iteration 18Q: 3 clusters Score -873448.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -873453.312500 Penalty: 2899.907227
	Iteration 19Q: 3 clusters Score -873453.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -873459.437500 Penalty: 2899.907227
	Iteration 20F: 3 clusters Score -873459.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -873461.500000 Penalty: 2899.907227
	Iteration 21Q: 3 clusters Score -873461.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -873465.125000 Penalty: 2899.907227
	Iteration 22Q: 3 clusters Score -873465.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -873467.937500 Penalty: 2899.907227
	Iteration 23Q: 3 clusters Score -873467.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -873469.187500 Penalty: 2899.907227
	Iteration 24Q: 3 clusters Score -873469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -873469.187500 Penalty: 2899.907227
	Iteration 25F: 3 clusters Score -873469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 34087 members 
Mstep: Class 3 contains 7247 members 
Mstep: Class 5 contains 15385 members 
Mstep: Class 6 contains 73102 members 
Mstep: Class 9 contains 75582 members 
Mstep: Class 10 contains 74312 members 
Mstep: Class 11 contains 51255 members 
Mstep: Class 12 contains 68825 members 
Mstep: Class 13 contains 71141 members 
Mstep: Class 14 contains 40637 members 
Mstep: Class 16 contains 38084 members 
Mstep: Class 17 contains 68953 members 
Mstep: Class 21 contains 681 members 
Mstep: Class 22 contains 1711 members 
Entering Unmasked Estep 
Score: -75547480.000000 Penalty: 32515.083984
Splitting cluster 1 changes total score from -75548176.000000 to -75547480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (34087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Entering Unmasked Estep 
Score: -4225185.500000 Penalty: 1695.959106
	Iteration 0F: 2 clusters Score -4225186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -4202331.000000 Penalty: 3391.918213
	Iteration 0F: 3 clusters Score -4202331 nChanged 15799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -4211366.500000 Penalty: 3391.918213
	Iteration 1F: 3 clusters Score -4211366 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -4212135.500000 Penalty: 3391.918213
	Iteration 2F: 3 clusters Score -4212136 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -4213288.500000 Penalty: 3391.918213
	Iteration 3F: 3 clusters Score -4213288 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -4214970.500000 Penalty: 3391.918213
	Iteration 4F: 3 clusters Score -4214970 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -4217152.500000 Penalty: 3391.918213
	Iteration 5F: 3 clusters Score -4217152 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -4219435.000000 Penalty: 3391.918213
	Iteration 6F: 3 clusters Score -4219435 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -4221097.500000 Penalty: 3391.918213
	Iteration 7F: 3 clusters Score -4221098 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -4222132.000000 Penalty: 3391.918213
	Iteration 8Q: 3 clusters Score -4222132 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -4222954.000000 Penalty: 3391.918213
	Iteration 9Q: 3 clusters Score -4222954 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -4223368.000000 Penalty: 3391.918213
	Iteration 10Q: 3 clusters Score -4223368 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4223505.000000 Penalty: 3391.918213
	Iteration 11Q: 3 clusters Score -4223505 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -4223581.500000 Penalty: 3391.918213
	Iteration 12Q: 3 clusters Score -4223582 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -4223636.000000 Penalty: 3391.918213
	Iteration 13Q: 3 clusters Score -4223636 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -4223676.500000 Penalty: 3391.918213
	Iteration 14Q: 3 clusters Score -4223676 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -4223707.000000 Penalty: 3391.918213
	Iteration 15Q: 3 clusters Score -4223707 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -4223736.000000 Penalty: 3391.918213
	Iteration 16Q: 3 clusters Score -4223736 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -4223772.500000 Penalty: 3391.918213
	Iteration 17Q: 3 clusters Score -4223772 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -4223800.500000 Penalty: 3391.918213
	Iteration 18Q: 3 clusters Score -4223800 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -4223840.500000 Penalty: 3391.918213
	Iteration 19Q: 3 clusters Score -4223840 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -4223859.500000 Penalty: 3391.918213
	Iteration 20F: 3 clusters Score -4223860 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4223880.500000 Penalty: 3391.918213
	Iteration 21Q: 3 clusters Score -4223880 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4223907.500000 Penalty: 3391.918213
	Iteration 22Q: 3 clusters Score -4223908 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4223921.000000 Penalty: 3391.918213
	Iteration 23Q: 3 clusters Score -4223921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -4223931.000000 Penalty: 3391.918213
	Iteration 24Q: 3 clusters Score -4223931 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4223937.500000 Penalty: 3391.918213
	Iteration 25Q: 3 clusters Score -4223938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4223946.000000 Penalty: 3391.918213
	Iteration 26Q: 3 clusters Score -4223946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4223949.500000 Penalty: 3391.918213
	Iteration 27Q: 3 clusters Score -4223950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -4223945.500000 Penalty: 3391.918213
	Iteration 28Q: 3 clusters Score -4223946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4223966.500000 Penalty: 3391.918213
	Iteration 29Q: 3 clusters Score -4223966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4223963.500000 Penalty: 3391.918213
	Iteration 30Q: 3 clusters Score -4223964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4223970.000000 Penalty: 3391.918213
	Iteration 31Q: 3 clusters Score -4223970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4223988.000000 Penalty: 3391.918213
	Iteration 32Q: 3 clusters Score -4223988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4223989.000000 Penalty: 3391.918213
	Iteration 33Q: 3 clusters Score -4223989 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4224009.500000 Penalty: 3391.918213
	Iteration 34Q: 3 clusters Score -4224010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4224013.500000 Penalty: 3391.918213
	Iteration 35Q: 3 clusters Score -4224014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -4224027.500000 Penalty: 3391.918213
	Iteration 36Q: 3 clusters Score -4224028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -4224032.000000 Penalty: 3391.918213
	Iteration 37Q: 3 clusters Score -4224032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4224035.000000 Penalty: 3391.918213
	Iteration 38Q: 3 clusters Score -4224035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4224034.000000 Penalty: 3391.918213
	Iteration 39Q: 3 clusters Score -4224034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -4224033.000000 Penalty: 3391.918213
	Iteration 40F: 3 clusters Score -4224033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4224043.000000 Penalty: 3391.918213
	Iteration 41Q: 3 clusters Score -4224043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4224048.500000 Penalty: 3391.918213
	Iteration 42Q: 3 clusters Score -4224048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4224052.500000 Penalty: 3391.918213
	Iteration 43Q: 3 clusters Score -4224052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4224052.500000 Penalty: 3391.918213
	Iteration 44Q: 3 clusters Score -4224052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4224062.000000 Penalty: 3391.918213
	Iteration 45Q: 3 clusters Score -4224062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4224063.000000 Penalty: 3391.918213
	Iteration 46Q: 3 clusters Score -4224063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4224069.500000 Penalty: 3391.918213
	Iteration 47Q: 3 clusters Score -4224070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4224068.500000 Penalty: 3391.918213
	Iteration 48Q: 3 clusters Score -4224068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4224075.000000 Penalty: 3391.918213
	Iteration 49Q: 3 clusters Score -4224075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4224073.500000 Penalty: 3391.918213
	Iteration 50Q: 3 clusters Score -4224074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4224077.500000 Penalty: 3391.918213
	Iteration 51Q: 3 clusters Score -4224078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4224087.000000 Penalty: 3391.918213
	Iteration 52Q: 3 clusters Score -4224087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4224089.500000 Penalty: 3391.918213
	Iteration 53Q: 3 clusters Score -4224090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4224083.000000 Penalty: 3391.918213
	Iteration 54Q: 3 clusters Score -4224083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4224084.500000 Penalty: 3391.918213
	Iteration 55Q: 3 clusters Score -4224084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4224093.500000 Penalty: 3391.918213
	Iteration 56Q: 3 clusters Score -4224094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4224092.500000 Penalty: 3391.918213
	Iteration 57Q: 3 clusters Score -4224092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4224094.500000 Penalty: 3391.918213
	Iteration 58Q: 3 clusters Score -4224094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4224093.000000 Penalty: 3391.918213
	Iteration 59Q: 3 clusters Score -4224093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4224093.500000 Penalty: 3391.918213
	Iteration 60F: 3 clusters Score -4224094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4224092.000000 Penalty: 3391.918213
	Iteration 61Q: 3 clusters Score -4224092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4224088.500000 Penalty: 3391.918213
	Iteration 62Q: 3 clusters Score -4224088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4224087.500000 Penalty: 3391.918213
	Iteration 63Q: 3 clusters Score -4224088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4224088.500000 Penalty: 3391.918213
	Iteration 64Q: 3 clusters Score -4224088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4224088.500000 Penalty: 3391.918213
	Iteration 65F: 3 clusters Score -4224088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (15385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Entering Unmasked Estep 
Score: -1863015.375000 Penalty: 1566.686646
	Iteration 0F: 2 clusters Score -1863015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1852334.250000 Penalty: 3133.373291
	Iteration 0F: 3 clusters Score -1852334 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1856113.000000 Penalty: 3133.373291
	Iteration 1F: 3 clusters Score -1856113 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1856379.250000 Penalty: 3133.373291
	Iteration 2Q: 3 clusters Score -1856379 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1856594.625000 Penalty: 3133.373291
	Iteration 3Q: 3 clusters Score -1856595 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1856811.750000 Penalty: 3133.373291
	Iteration 4Q: 3 clusters Score -1856812 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1857035.375000 Penalty: 3133.373291
	Iteration 5Q: 3 clusters Score -1857035 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1857323.875000 Penalty: 3133.373291
	Iteration 6Q: 3 clusters Score -1857324 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1857701.750000 Penalty: 3133.373291
	Iteration 7Q: 3 clusters Score -1857702 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1858215.500000 Penalty: 3133.373291
	Iteration 8F: 3 clusters Score -1858216 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1858923.250000 Penalty: 3133.373291
	Iteration 9F: 3 clusters Score -1858923 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1859733.375000 Penalty: 3133.373291
	Iteration 10F: 3 clusters Score -1859733 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1860439.000000 Penalty: 3133.373291
	Iteration 11Q: 3 clusters Score -1860439 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1860832.750000 Penalty: 3133.373291
	Iteration 12Q: 3 clusters Score -1860833 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1861079.875000 Penalty: 3133.373291
	Iteration 13Q: 3 clusters Score -1861080 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1861225.875000 Penalty: 3133.373291
	Iteration 14Q: 3 clusters Score -1861226 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1861321.375000 Penalty: 3133.373291
	Iteration 15Q: 3 clusters Score -1861321 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1861389.375000 Penalty: 3133.373291
	Iteration 16Q: 3 clusters Score -1861389 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1861427.250000 Penalty: 3133.373291
	Iteration 17Q: 3 clusters Score -1861427 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1861452.625000 Penalty: 3133.373291
	Iteration 18Q: 3 clusters Score -1861453 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1861463.250000 Penalty: 3133.373291
	Iteration 19Q: 3 clusters Score -1861463 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1861474.375000 Penalty: 3133.373291
	Iteration 20F: 3 clusters Score -1861474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1861482.250000 Penalty: 3133.373291
	Iteration 21Q: 3 clusters Score -1861482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1861484.500000 Penalty: 3133.373291
	Iteration 22Q: 3 clusters Score -1861484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1861493.625000 Penalty: 3133.373291
	Iteration 23Q: 3 clusters Score -1861494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1861496.250000 Penalty: 3133.373291
	Iteration 24Q: 3 clusters Score -1861496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1861504.250000 Penalty: 3133.373291
	Iteration 25Q: 3 clusters Score -1861504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1861502.875000 Penalty: 3133.373291
	Iteration 26Q: 3 clusters Score -1861503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1861507.750000 Penalty: 3133.373291
	Iteration 27Q: 3 clusters Score -1861508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1861507.750000 Penalty: 3133.373291
	Iteration 28Q: 3 clusters Score -1861508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1861510.875000 Penalty: 3133.373291
	Iteration 29Q: 3 clusters Score -1861511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1861510.375000 Penalty: 3133.373291
	Iteration 30Q: 3 clusters Score -1861510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1861514.875000 Penalty: 3133.373291
	Iteration 31Q: 3 clusters Score -1861515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1861520.750000 Penalty: 3133.373291
	Iteration 32Q: 3 clusters Score -1861521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1861520.625000 Penalty: 3133.373291
	Iteration 33Q: 3 clusters Score -1861521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1861521.500000 Penalty: 3133.373291
	Iteration 34Q: 3 clusters Score -1861522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1861522.250000 Penalty: 3133.373291
	Iteration 35Q: 3 clusters Score -1861522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1861523.500000 Penalty: 3133.373291
	Iteration 36Q: 3 clusters Score -1861524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1861522.250000 Penalty: 3133.373291
	Iteration 37Q: 3 clusters Score -1861522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1861526.000000 Penalty: 3133.373291
	Iteration 38Q: 3 clusters Score -1861526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1861522.625000 Penalty: 3133.373291
	Iteration 39Q: 3 clusters Score -1861523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1861522.625000 Penalty: 3133.373291
	Iteration 40F: 3 clusters Score -1861523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (73102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Entering Unmasked Estep 
Score: -9087854.000000 Penalty: 1819.936768
	Iteration 0F: 2 clusters Score -9087854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -9040158.000000 Penalty: 3639.873535
	Iteration 0F: 3 clusters Score -9040158 nChanged 34743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -9060216.000000 Penalty: 3639.873535
	Iteration 1F: 3 clusters Score -9060216 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -9060909.000000 Penalty: 3639.873535
	Iteration 2Q: 3 clusters Score -9060909 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -9061766.000000 Penalty: 3639.873535
	Iteration 3Q: 3 clusters Score -9061766 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -9062743.000000 Penalty: 3639.873535
	Iteration 4Q: 3 clusters Score -9062743 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -9064286.000000 Penalty: 3639.873535
	Iteration 5Q: 3 clusters Score -9064286 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -9066698.000000 Penalty: 3639.873535
	Iteration 6F: 3 clusters Score -9066698 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -9070064.000000 Penalty: 3639.873535
	Iteration 7F: 3 clusters Score -9070064 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -9073883.000000 Penalty: 3639.873535
	Iteration 8F: 3 clusters Score -9073883 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -9077421.000000 Penalty: 3639.873535
	Iteration 9F: 3 clusters Score -9077421 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -9079973.000000 Penalty: 3639.873535
	Iteration 10Q: 3 clusters Score -9079973 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
Score: -9081813.000000 Penalty: 3639.873535
	Iteration 11Q: 3 clusters Score -9081813 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 68048 members 
Entering Unmasked Estep 
Score: -9083012.000000 Penalty: 3639.873535
	Iteration 12Q: 3 clusters Score -9083012 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -9083910.000000 Penalty: 3639.873535
	Iteration 13Q: 3 clusters Score -9083910 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -9084571.000000 Penalty: 3639.873535
	Iteration 14Q: 3 clusters Score -9084571 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 70909 members 
Entering Unmasked Estep 
Score: -9085101.000000 Penalty: 3639.873535
	Iteration 15Q: 3 clusters Score -9085101 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 71417 members 
Entering Unmasked Estep 
Score: -9085497.000000 Penalty: 3639.873535
	Iteration 16Q: 3 clusters Score -9085497 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -9085778.000000 Penalty: 3639.873535
	Iteration 17Q: 3 clusters Score -9085778 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -9085961.000000 Penalty: 3639.873535
	Iteration 18Q: 3 clusters Score -9085961 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -9086065.000000 Penalty: 3639.873535
	Iteration 19Q: 3 clusters Score -9086065 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 72321 members 
Entering Unmasked Estep 
Score: -9086125.000000 Penalty: 3639.873535
	Iteration 20F: 3 clusters Score -9086125 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -9086176.000000 Penalty: 3639.873535
	Iteration 21Q: 3 clusters Score -9086176 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -9086201.000000 Penalty: 3639.873535
	Iteration 22Q: 3 clusters Score -9086201 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 72481 members 
Entering Unmasked Estep 
Score: -9086234.000000 Penalty: 3639.873535
	Iteration 23Q: 3 clusters Score -9086234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 72503 members 
Entering Unmasked Estep 
Score: -9086246.000000 Penalty: 3639.873535
	Iteration 24Q: 3 clusters Score -9086246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -9086274.000000 Penalty: 3639.873535
	Iteration 25Q: 3 clusters Score -9086274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 72542 members 
Entering Unmasked Estep 
Score: -9086279.000000 Penalty: 3639.873535
	Iteration 26Q: 3 clusters Score -9086279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 72556 members 
Entering Unmasked Estep 
Score: -9086298.000000 Penalty: 3639.873535
	Iteration 27Q: 3 clusters Score -9086298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
Score: -9086320.000000 Penalty: 3639.873535
	Iteration 28Q: 3 clusters Score -9086320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 72584 members 
Entering Unmasked Estep 
Score: -9086324.000000 Penalty: 3639.873535
	Iteration 29Q: 3 clusters Score -9086324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 72592 members 
Entering Unmasked Estep 
Score: -9086325.000000 Penalty: 3639.873535
	Iteration 30Q: 3 clusters Score -9086325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -9086328.000000 Penalty: 3639.873535
	Iteration 31Q: 3 clusters Score -9086328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 72600 members 
Entering Unmasked Estep 
Score: -9086335.000000 Penalty: 3639.873535
	Iteration 32Q: 3 clusters Score -9086335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 72601 members 
Entering Unmasked Estep 
Score: -9086333.000000 Penalty: 3639.873535
	Iteration 33Q: 3 clusters Score -9086333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -9086332.000000 Penalty: 3639.873535
	Iteration 34Q: 3 clusters Score -9086332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 72607 members 
Entering Unmasked Estep 
Score: -9086329.000000 Penalty: 3639.873535
	Iteration 35Q: 3 clusters Score -9086329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 72612 members 
Entering Unmasked Estep 
Score: -9086330.000000 Penalty: 3639.873535
	Iteration 36Q: 3 clusters Score -9086330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 72617 members 
Entering Unmasked Estep 
Score: -9086341.000000 Penalty: 3639.873535
	Iteration 37Q: 3 clusters Score -9086341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -9086344.000000 Penalty: 3639.873535
	Iteration 38Q: 3 clusters Score -9086344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -9086341.000000 Penalty: 3639.873535
	Iteration 39Q: 3 clusters Score -9086341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -9086346.000000 Penalty: 3639.873535
	Iteration 40F: 3 clusters Score -9086346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -9086343.000000 Penalty: 3639.873535
	Iteration 41Q: 3 clusters Score -9086343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -9086346.000000 Penalty: 3639.873535
	Iteration 42Q: 3 clusters Score -9086346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 72617 members 
Entering Unmasked Estep 
Score: -9086352.000000 Penalty: 3639.873535
	Iteration 43Q: 3 clusters Score -9086352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
Score: -9086351.000000 Penalty: 3639.873535
	Iteration 44Q: 3 clusters Score -9086351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
Score: -9086356.000000 Penalty: 3639.873535
	Iteration 45Q: 3 clusters Score -9086356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -9086361.000000 Penalty: 3639.873535
	Iteration 46Q: 3 clusters Score -9086361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -9086365.000000 Penalty: 3639.873535
	Iteration 47Q: 3 clusters Score -9086365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 72622 members 
Entering Unmasked Estep 
Score: -9086361.000000 Penalty: 3639.873535
	Iteration 48Q: 3 clusters Score -9086361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 72622 members 
Entering Unmasked Estep 
Score: -9086361.000000 Penalty: 3639.873535
	Iteration 49F: 3 clusters Score -9086361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (75582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Entering Unmasked Estep 
Score: -9431705.000000 Penalty: 1825.358154
	Iteration 0F: 2 clusters Score -9431705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -9383002.000000 Penalty: 3650.716309
	Iteration 0F: 3 clusters Score -9383002 nChanged 35964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -9404174.000000 Penalty: 3650.716309
	Iteration 1F: 3 clusters Score -9404174 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -9405231.000000 Penalty: 3650.716309
	Iteration 2Q: 3 clusters Score -9405231 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -9406869.000000 Penalty: 3650.716309
	Iteration 3Q: 3 clusters Score -9406869 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -9409639.000000 Penalty: 3650.716309
	Iteration 4F: 3 clusters Score -9409639 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -9414230.000000 Penalty: 3650.716309
	Iteration 5F: 3 clusters Score -9414230 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -9419944.000000 Penalty: 3650.716309
	Iteration 6F: 3 clusters Score -9419944 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 69683 members 
Entering Unmasked Estep 
Score: -9425220.000000 Penalty: 3650.716309
	Iteration 7F: 3 clusters Score -9425220 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -9428099.000000 Penalty: 3650.716309
	Iteration 8Q: 3 clusters Score -9428099 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 74343 members 
Entering Unmasked Estep 
Score: -9429241.000000 Penalty: 3650.716309
	Iteration 9Q: 3 clusters Score -9429241 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 74869 members 
Entering Unmasked Estep 
Score: -9429668.000000 Penalty: 3650.716309
	Iteration 10Q: 3 clusters Score -9429668 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 75083 members 
Entering Unmasked Estep 
Score: -9429894.000000 Penalty: 3650.716309
	Iteration 11Q: 3 clusters Score -9429894 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 75167 members 
Entering Unmasked Estep 
Score: -9429991.000000 Penalty: 3650.716309
	Iteration 12Q: 3 clusters Score -9429991 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 75208 members 
Entering Unmasked Estep 
Score: -9430064.000000 Penalty: 3650.716309
	Iteration 13Q: 3 clusters Score -9430064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
Score: -9430096.000000 Penalty: 3650.716309
	Iteration 14Q: 3 clusters Score -9430096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 75247 members 
Entering Unmasked Estep 
Score: -9430126.000000 Penalty: 3650.716309
	Iteration 15Q: 3 clusters Score -9430126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -9430144.000000 Penalty: 3650.716309
	Iteration 16Q: 3 clusters Score -9430144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 75272 members 
Entering Unmasked Estep 
Score: -9430159.000000 Penalty: 3650.716309
	Iteration 17Q: 3 clusters Score -9430159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 75274 members 
Entering Unmasked Estep 
Score: -9430168.000000 Penalty: 3650.716309
	Iteration 18Q: 3 clusters Score -9430168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -9430173.000000 Penalty: 3650.716309
	Iteration 19Q: 3 clusters Score -9430173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 75279 members 
Entering Unmasked Estep 
Score: -9430178.000000 Penalty: 3650.716309
	Iteration 20F: 3 clusters Score -9430178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -9430178.000000 Penalty: 3650.716309
	Iteration 21Q: 3 clusters Score -9430178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 75283 members 
Entering Unmasked Estep 
Score: -9430183.000000 Penalty: 3650.716309
	Iteration 22Q: 3 clusters Score -9430183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 75289 members 
Entering Unmasked Estep 
Score: -9430187.000000 Penalty: 3650.716309
	Iteration 23Q: 3 clusters Score -9430187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 75292 members 
Entering Unmasked Estep 
Score: -9430193.000000 Penalty: 3650.716309
	Iteration 24Q: 3 clusters Score -9430193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 75292 members 
Entering Unmasked Estep 
Score: -9430195.000000 Penalty: 3650.716309
	Iteration 25Q: 3 clusters Score -9430195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 75294 members 
Entering Unmasked Estep 
Score: -9430195.000000 Penalty: 3650.716309
	Iteration 26Q: 3 clusters Score -9430195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 75294 members 
Entering Unmasked Estep 
Score: -9430195.000000 Penalty: 3650.716309
	Iteration 27F: 3 clusters Score -9430195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (74312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Entering Unmasked Estep 
Score: -9153171.000000 Penalty: 1822.604370
	Iteration 0F: 2 clusters Score -9153171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -9104281.000000 Penalty: 3645.208740
	Iteration 0F: 3 clusters Score -9104281 nChanged 35442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -9124403.000000 Penalty: 3645.208740
	Iteration 1F: 3 clusters Score -9124403 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -9124981.000000 Penalty: 3645.208740
	Iteration 2Q: 3 clusters Score -9124981 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -9125794.000000 Penalty: 3645.208740
	Iteration 3Q: 3 clusters Score -9125794 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -9127255.000000 Penalty: 3645.208740
	Iteration 4Q: 3 clusters Score -9127255 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -9129576.000000 Penalty: 3645.208740
	Iteration 5F: 3 clusters Score -9129576 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -9132901.000000 Penalty: 3645.208740
	Iteration 6F: 3 clusters Score -9132901 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -9136996.000000 Penalty: 3645.208740
	Iteration 7F: 3 clusters Score -9136996 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -9140844.000000 Penalty: 3645.208740
	Iteration 8F: 3 clusters Score -9140844 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -9143692.000000 Penalty: 3645.208740
	Iteration 9F: 3 clusters Score -9143692 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 58321 members 
Entering Unmasked Estep 
Score: -9145582.000000 Penalty: 3645.208740
	Iteration 10Q: 3 clusters Score -9145582 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 59500 members 
Entering Unmasked Estep 
Score: -9146647.000000 Penalty: 3645.208740
	Iteration 11Q: 3 clusters Score -9146647 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -9147488.000000 Penalty: 3645.208740
	Iteration 12Q: 3 clusters Score -9147488 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -9148285.000000 Penalty: 3645.208740
	Iteration 13Q: 3 clusters Score -9148285 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -9148922.000000 Penalty: 3645.208740
	Iteration 14Q: 3 clusters Score -9148922 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -9149521.000000 Penalty: 3645.208740
	Iteration 15Q: 3 clusters Score -9149521 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -9150061.000000 Penalty: 3645.208740
	Iteration 16Q: 3 clusters Score -9150061 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -9150539.000000 Penalty: 3645.208740
	Iteration 17Q: 3 clusters Score -9150539 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 65458 members 
Entering Unmasked Estep 
Score: -9150911.000000 Penalty: 3645.208740
	Iteration 18Q: 3 clusters Score -9150911 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
Score: -9151202.000000 Penalty: 3645.208740
	Iteration 19Q: 3 clusters Score -9151202 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -9151426.000000 Penalty: 3645.208740
	Iteration 20F: 3 clusters Score -9151426 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -9151636.000000 Penalty: 3645.208740
	Iteration 21Q: 3 clusters Score -9151636 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 67211 members 
Entering Unmasked Estep 
Score: -9151781.000000 Penalty: 3645.208740
	Iteration 22Q: 3 clusters Score -9151781 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 67541 members 
Entering Unmasked Estep 
Score: -9151935.000000 Penalty: 3645.208740
	Iteration 23Q: 3 clusters Score -9151935 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 67853 members 
Entering Unmasked Estep 
Score: -9152044.000000 Penalty: 3645.208740
	Iteration 24Q: 3 clusters Score -9152044 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 68114 members 
Entering Unmasked Estep 
Score: -9152149.000000 Penalty: 3645.208740
	Iteration 25Q: 3 clusters Score -9152149 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -9152191.000000 Penalty: 3645.208740
	Iteration 26Q: 3 clusters Score -9152191 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 68605 members 
Entering Unmasked Estep 
Score: -9152196.000000 Penalty: 3645.208740
	Iteration 27Q: 3 clusters Score -9152196 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -9152213.000000 Penalty: 3645.208740
	Iteration 28Q: 3 clusters Score -9152213 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 69058 members 
Entering Unmasked Estep 
Score: -9152237.000000 Penalty: 3645.208740
	Iteration 29Q: 3 clusters Score -9152237 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 69244 members 
Entering Unmasked Estep 
Score: -9152256.000000 Penalty: 3645.208740
	Iteration 30Q: 3 clusters Score -9152256 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -9152251.000000 Penalty: 3645.208740
	Iteration 31Q: 3 clusters Score -9152251 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -9152240.000000 Penalty: 3645.208740
	Iteration 32Q: 3 clusters Score -9152240 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -9152217.000000 Penalty: 3645.208740
	Iteration 33Q: 3 clusters Score -9152217 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 69882 members 
Entering Unmasked Estep 
Score: -9152246.000000 Penalty: 3645.208740
	Iteration 34Q: 3 clusters Score -9152246 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -9152261.000000 Penalty: 3645.208740
	Iteration 35Q: 3 clusters Score -9152261 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -9152270.000000 Penalty: 3645.208740
	Iteration 36Q: 3 clusters Score -9152270 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 70387 members 
Entering Unmasked Estep 
Score: -9152267.000000 Penalty: 3645.208740
	Iteration 37Q: 3 clusters Score -9152267 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -9152244.000000 Penalty: 3645.208740
	Iteration 38Q: 3 clusters Score -9152244 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
Score: -9152261.000000 Penalty: 3645.208740
	Iteration 39Q: 3 clusters Score -9152261 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 70853 members 
Entering Unmasked Estep 
Score: -9152241.000000 Penalty: 3645.208740
	Iteration 40F: 3 clusters Score -9152241 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 71015 members 
Entering Unmasked Estep 
Score: -9152235.000000 Penalty: 3645.208740
	Iteration 41Q: 3 clusters Score -9152235 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 71174 members 
Entering Unmasked Estep 
Score: -9152221.000000 Penalty: 3645.208740
	Iteration 42Q: 3 clusters Score -9152221 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 71322 members 
Entering Unmasked Estep 
Score: -9152224.000000 Penalty: 3645.208740
	Iteration 43Q: 3 clusters Score -9152224 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 71456 members 
Entering Unmasked Estep 
Score: -9152218.000000 Penalty: 3645.208740
	Iteration 44Q: 3 clusters Score -9152218 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 71599 members 
Entering Unmasked Estep 
Score: -9152220.000000 Penalty: 3645.208740
	Iteration 45Q: 3 clusters Score -9152220 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 71722 members 
Entering Unmasked Estep 
Score: -9152197.000000 Penalty: 3645.208740
	Iteration 46Q: 3 clusters Score -9152197 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 71824 members 
Entering Unmasked Estep 
Score: -9152213.000000 Penalty: 3645.208740
	Iteration 47Q: 3 clusters Score -9152213 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 71917 members 
Entering Unmasked Estep 
Score: -9152208.000000 Penalty: 3645.208740
	Iteration 48Q: 3 clusters Score -9152208 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 71997 members 
Entering Unmasked Estep 
Score: -9152193.000000 Penalty: 3645.208740
	Iteration 49Q: 3 clusters Score -9152193 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -9152187.000000 Penalty: 3645.208740
	Iteration 50Q: 3 clusters Score -9152187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 72130 members 
Entering Unmasked Estep 
Score: -9152190.000000 Penalty: 3645.208740
	Iteration 51Q: 3 clusters Score -9152190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 72188 members 
Entering Unmasked Estep 
Score: -9152202.000000 Penalty: 3645.208740
	Iteration 52Q: 3 clusters Score -9152202 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 72247 members 
Entering Unmasked Estep 
Score: -9152182.000000 Penalty: 3645.208740
	Iteration 53Q: 3 clusters Score -9152182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 72302 members 
Entering Unmasked Estep 
Score: -9152157.000000 Penalty: 3645.208740
	Iteration 54Q: 3 clusters Score -9152157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 72360 members 
Entering Unmasked Estep 
Score: -9152167.000000 Penalty: 3645.208740
	Iteration 55Q: 3 clusters Score -9152167 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -9152162.000000 Penalty: 3645.208740
	Iteration 56Q: 3 clusters Score -9152162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 72459 members 
Entering Unmasked Estep 
Score: -9152147.000000 Penalty: 3645.208740
	Iteration 57Q: 3 clusters Score -9152147 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 72510 members 
Entering Unmasked Estep 
Score: -9152108.000000 Penalty: 3645.208740
	Iteration 58Q: 3 clusters Score -9152108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 72562 members 
Entering Unmasked Estep 
Score: -9152110.000000 Penalty: 3645.208740
	Iteration 59Q: 3 clusters Score -9152110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -9152095.000000 Penalty: 3645.208740
	Iteration 60F: 3 clusters Score -9152095 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 72658 members 
Entering Unmasked Estep 
Score: -9152092.000000 Penalty: 3645.208740
	Iteration 61Q: 3 clusters Score -9152092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -9152089.000000 Penalty: 3645.208740
	Iteration 62Q: 3 clusters Score -9152089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 72727 members 
Entering Unmasked Estep 
Score: -9152088.000000 Penalty: 3645.208740
	Iteration 63Q: 3 clusters Score -9152088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -9152079.000000 Penalty: 3645.208740
	Iteration 64Q: 3 clusters Score -9152079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 72801 members 
Entering Unmasked Estep 
Score: -9152087.000000 Penalty: 3645.208740
	Iteration 65Q: 3 clusters Score -9152087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 72833 members 
Entering Unmasked Estep 
Score: -9152083.000000 Penalty: 3645.208740
	Iteration 66Q: 3 clusters Score -9152083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 72864 members 
Entering Unmasked Estep 
Score: -9152084.000000 Penalty: 3645.208740
	Iteration 67Q: 3 clusters Score -9152084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 72892 members 
Entering Unmasked Estep 
Score: -9152055.000000 Penalty: 3645.208740
	Iteration 68Q: 3 clusters Score -9152055 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 72916 members 
Entering Unmasked Estep 
Score: -9152055.000000 Penalty: 3645.208740
	Iteration 69Q: 3 clusters Score -9152055 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -9152039.000000 Penalty: 3645.208740
	Iteration 70Q: 3 clusters Score -9152039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 72965 members 
Entering Unmasked Estep 
Score: -9152049.000000 Penalty: 3645.208740
	Iteration 71Q: 3 clusters Score -9152049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 72989 members 
Entering Unmasked Estep 
Score: -9152033.000000 Penalty: 3645.208740
	Iteration 72Q: 3 clusters Score -9152033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 73017 members 
Entering Unmasked Estep 
Score: -9152035.000000 Penalty: 3645.208740
	Iteration 73Q: 3 clusters Score -9152035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 73046 members 
Entering Unmasked Estep 
Score: -9152027.000000 Penalty: 3645.208740
	Iteration 74Q: 3 clusters Score -9152027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 73074 members 
Entering Unmasked Estep 
Score: -9152012.000000 Penalty: 3645.208740
	Iteration 75Q: 3 clusters Score -9152012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 73108 members 
Entering Unmasked Estep 
Score: -9152010.000000 Penalty: 3645.208740
	Iteration 76Q: 3 clusters Score -9152010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 73135 members 
Entering Unmasked Estep 
Score: -9152010.000000 Penalty: 3645.208740
	Iteration 77Q: 3 clusters Score -9152010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -9151996.000000 Penalty: 3645.208740
	Iteration 78Q: 3 clusters Score -9151996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -9152001.000000 Penalty: 3645.208740
	Iteration 79Q: 3 clusters Score -9152001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 73193 members 
Entering Unmasked Estep 
Score: -9151986.000000 Penalty: 3645.208740
	Iteration 80F: 3 clusters Score -9151986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 73207 members 
Entering Unmasked Estep 
Score: -9151987.000000 Penalty: 3645.208740
	Iteration 81Q: 3 clusters Score -9151987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 73223 members 
Entering Unmasked Estep 
Score: -9151985.000000 Penalty: 3645.208740
	Iteration 82Q: 3 clusters Score -9151985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 73240 members 
Entering Unmasked Estep 
Score: -9151998.000000 Penalty: 3645.208740
	Iteration 83Q: 3 clusters Score -9151998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 73260 members 
Entering Unmasked Estep 
Score: -9151999.000000 Penalty: 3645.208740
	Iteration 84Q: 3 clusters Score -9151999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 73280 members 
Entering Unmasked Estep 
Score: -9151999.000000 Penalty: 3645.208740
	Iteration 85Q: 3 clusters Score -9151999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -9152012.000000 Penalty: 3645.208740
	Iteration 86Q: 3 clusters Score -9152012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -9152015.000000 Penalty: 3645.208740
	Iteration 87Q: 3 clusters Score -9152015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 73329 members 
Entering Unmasked Estep 
Score: -9152007.000000 Penalty: 3645.208740
	Iteration 88Q: 3 clusters Score -9152007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 73340 members 
Entering Unmasked Estep 
Score: -9152010.000000 Penalty: 3645.208740
	Iteration 89Q: 3 clusters Score -9152010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 73356 members 
Entering Unmasked Estep 
Score: -9151995.000000 Penalty: 3645.208740
	Iteration 90Q: 3 clusters Score -9151995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
Score: -9151996.000000 Penalty: 3645.208740
	Iteration 91Q: 3 clusters Score -9151996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 73379 members 
Entering Unmasked Estep 
Score: -9152007.000000 Penalty: 3645.208740
	Iteration 92Q: 3 clusters Score -9152007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 73393 members 
Entering Unmasked Estep 
Score: -9151996.000000 Penalty: 3645.208740
	Iteration 93Q: 3 clusters Score -9151996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 73409 members 
Entering Unmasked Estep 
Score: -9151999.000000 Penalty: 3645.208740
	Iteration 94Q: 3 clusters Score -9151999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -9151991.000000 Penalty: 3645.208740
	Iteration 95Q: 3 clusters Score -9151991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 73446 members 
Entering Unmasked Estep 
Score: -9151984.000000 Penalty: 3645.208740
	Iteration 96Q: 3 clusters Score -9151984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 73460 members 
Entering Unmasked Estep 
Score: -9151979.000000 Penalty: 3645.208740
	Iteration 97Q: 3 clusters Score -9151979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -9151987.000000 Penalty: 3645.208740
	Iteration 98Q: 3 clusters Score -9151987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 73484 members 
Entering Unmasked Estep 
Score: -9151981.000000 Penalty: 3645.208740
	Iteration 99Q: 3 clusters Score -9151981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 73492 members 
Entering Unmasked Estep 
Score: -9151987.000000 Penalty: 3645.208740
	Iteration 100F: 3 clusters Score -9151987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 73505 members 
Entering Unmasked Estep 
Score: -9151988.000000 Penalty: 3645.208740
	Iteration 101Q: 3 clusters Score -9151988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 73514 members 
Entering Unmasked Estep 
Score: -9151981.000000 Penalty: 3645.208740
	Iteration 102Q: 3 clusters Score -9151981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 73522 members 
Entering Unmasked Estep 
Score: -9151992.000000 Penalty: 3645.208740
	Iteration 103Q: 3 clusters Score -9151992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 73527 members 
Entering Unmasked Estep 
Score: -9151988.000000 Penalty: 3645.208740
	Iteration 104Q: 3 clusters Score -9151988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -9151988.000000 Penalty: 3645.208740
	Iteration 105Q: 3 clusters Score -9151988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 73534 members 
Entering Unmasked Estep 
Score: -9151990.000000 Penalty: 3645.208740
	Iteration 106Q: 3 clusters Score -9151990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 73536 members 
Entering Unmasked Estep 
Score: -9151984.000000 Penalty: 3645.208740
	Iteration 107Q: 3 clusters Score -9151984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -9151983.000000 Penalty: 3645.208740
	Iteration 108Q: 3 clusters Score -9151983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 73540 members 
Entering Unmasked Estep 
Score: -9151990.000000 Penalty: 3645.208740
	Iteration 109Q: 3 clusters Score -9151990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -9151989.000000 Penalty: 3645.208740
	Iteration 110Q: 3 clusters Score -9151989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -9151989.000000 Penalty: 3645.208740
	Iteration 111F: 3 clusters Score -9151989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Entering Unmasked Estep 
Score: -6426932.500000 Penalty: 1762.242310
	Iteration 0F: 2 clusters Score -6426932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -6392610.000000 Penalty: 3524.484619
	Iteration 0F: 3 clusters Score -6392610 nChanged 24127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -6406210.000000 Penalty: 3524.484619
	Iteration 1F: 3 clusters Score -6406210 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -6406598.500000 Penalty: 3524.484619
	Iteration 2Q: 3 clusters Score -6406598 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -6407099.500000 Penalty: 3524.484619
	Iteration 3Q: 3 clusters Score -6407100 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -6407745.000000 Penalty: 3524.484619
	Iteration 4Q: 3 clusters Score -6407745 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -6408842.500000 Penalty: 3524.484619
	Iteration 5Q: 3 clusters Score -6408842 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -6410579.000000 Penalty: 3524.484619
	Iteration 6F: 3 clusters Score -6410579 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -6413102.500000 Penalty: 3524.484619
	Iteration 7F: 3 clusters Score -6413102 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -6416076.000000 Penalty: 3524.484619
	Iteration 8F: 3 clusters Score -6416076 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -6418940.000000 Penalty: 3524.484619
	Iteration 9F: 3 clusters Score -6418940 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -6420889.000000 Penalty: 3524.484619
	Iteration 10Q: 3 clusters Score -6420889 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -6422052.500000 Penalty: 3524.484619
	Iteration 11Q: 3 clusters Score -6422052 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -6422815.000000 Penalty: 3524.484619
	Iteration 12Q: 3 clusters Score -6422815 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -6423419.500000 Penalty: 3524.484619
	Iteration 13Q: 3 clusters Score -6423420 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -6423839.000000 Penalty: 3524.484619
	Iteration 14Q: 3 clusters Score -6423839 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -6424181.000000 Penalty: 3524.484619
	Iteration 15Q: 3 clusters Score -6424181 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6424501.500000 Penalty: 3524.484619
	Iteration 16Q: 3 clusters Score -6424502 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6424754.000000 Penalty: 3524.484619
	Iteration 17Q: 3 clusters Score -6424754 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6424896.000000 Penalty: 3524.484619
	Iteration 18Q: 3 clusters Score -6424896 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6425035.000000 Penalty: 3524.484619
	Iteration 19Q: 3 clusters Score -6425035 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6425133.000000 Penalty: 3524.484619
	Iteration 20F: 3 clusters Score -6425133 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6425214.000000 Penalty: 3524.484619
	Iteration 21Q: 3 clusters Score -6425214 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6425247.000000 Penalty: 3524.484619
	Iteration 22Q: 3 clusters Score -6425247 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6425269.500000 Penalty: 3524.484619
	Iteration 23Q: 3 clusters Score -6425270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6425291.500000 Penalty: 3524.484619
	Iteration 24Q: 3 clusters Score -6425292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6425306.500000 Penalty: 3524.484619
	Iteration 25Q: 3 clusters Score -6425306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6425330.500000 Penalty: 3524.484619
	Iteration 26Q: 3 clusters Score -6425330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6425340.000000 Penalty: 3524.484619
	Iteration 27Q: 3 clusters Score -6425340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6425343.000000 Penalty: 3524.484619
	Iteration 28Q: 3 clusters Score -6425343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6425346.500000 Penalty: 3524.484619
	Iteration 29Q: 3 clusters Score -6425346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6425353.500000 Penalty: 3524.484619
	Iteration 30Q: 3 clusters Score -6425354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6425357.000000 Penalty: 3524.484619
	Iteration 31Q: 3 clusters Score -6425357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6425370.000000 Penalty: 3524.484619
	Iteration 32Q: 3 clusters Score -6425370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6425369.000000 Penalty: 3524.484619
	Iteration 33Q: 3 clusters Score -6425369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6425366.000000 Penalty: 3524.484619
	Iteration 34Q: 3 clusters Score -6425366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6425374.500000 Penalty: 3524.484619
	Iteration 35Q: 3 clusters Score -6425374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6425386.000000 Penalty: 3524.484619
	Iteration 36Q: 3 clusters Score -6425386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6425391.500000 Penalty: 3524.484619
	Iteration 37Q: 3 clusters Score -6425392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6425399.500000 Penalty: 3524.484619
	Iteration 38Q: 3 clusters Score -6425400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6425396.000000 Penalty: 3524.484619
	Iteration 39Q: 3 clusters Score -6425396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6425399.500000 Penalty: 3524.484619
	Iteration 40F: 3 clusters Score -6425400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6425404.000000 Penalty: 3524.484619
	Iteration 41Q: 3 clusters Score -6425404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6425403.500000 Penalty: 3524.484619
	Iteration 42Q: 3 clusters Score -6425404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6425406.000000 Penalty: 3524.484619
	Iteration 43Q: 3 clusters Score -6425406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6425411.000000 Penalty: 3524.484619
	Iteration 44Q: 3 clusters Score -6425411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6425412.500000 Penalty: 3524.484619
	Iteration 45Q: 3 clusters Score -6425412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6425418.000000 Penalty: 3524.484619
	Iteration 46Q: 3 clusters Score -6425418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6425413.500000 Penalty: 3524.484619
	Iteration 47Q: 3 clusters Score -6425414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6425413.000000 Penalty: 3524.484619
	Iteration 48Q: 3 clusters Score -6425413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6425423.000000 Penalty: 3524.484619
	Iteration 49Q: 3 clusters Score -6425423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6425426.000000 Penalty: 3524.484619
	Iteration 50Q: 3 clusters Score -6425426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6425426.000000 Penalty: 3524.484619
	Iteration 51F: 3 clusters Score -6425426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68825 members 
Entering Unmasked Estep 
Score: -8569468.000000 Penalty: 1810.139893
	Iteration 0F: 2 clusters Score -8569468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -8524531.000000 Penalty: 3620.279785
	Iteration 0F: 3 clusters Score -8524531 nChanged 32478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -8543104.000000 Penalty: 3620.279785
	Iteration 1F: 3 clusters Score -8543104 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -8543481.000000 Penalty: 3620.279785
	Iteration 2Q: 3 clusters Score -8543481 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -8543937.000000 Penalty: 3620.279785
	Iteration 3Q: 3 clusters Score -8543937 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -8544466.000000 Penalty: 3620.279785
	Iteration 4Q: 3 clusters Score -8544466 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -8545469.000000 Penalty: 3620.279785
	Iteration 5Q: 3 clusters Score -8545469 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -8547161.000000 Penalty: 3620.279785
	Iteration 6F: 3 clusters Score -8547161 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -8550135.000000 Penalty: 3620.279785
	Iteration 7F: 3 clusters Score -8550135 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -8554549.000000 Penalty: 3620.279785
	Iteration 8F: 3 clusters Score -8554549 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -8560010.000000 Penalty: 3620.279785
	Iteration 9F: 3 clusters Score -8560010 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
Score: -8564485.000000 Penalty: 3620.279785
	Iteration 10F: 3 clusters Score -8564485 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 67536 members 
Entering Unmasked Estep 
Score: -8566676.000000 Penalty: 3620.279785
	Iteration 11Q: 3 clusters Score -8566676 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -8567438.000000 Penalty: 3620.279785
	Iteration 12Q: 3 clusters Score -8567438 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 68579 members 
Entering Unmasked Estep 
Score: -8567632.000000 Penalty: 3620.279785
	Iteration 13Q: 3 clusters Score -8567632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -8567728.000000 Penalty: 3620.279785
	Iteration 14Q: 3 clusters Score -8567728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -8567764.000000 Penalty: 3620.279785
	Iteration 15Q: 3 clusters Score -8567764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 68673 members 
Entering Unmasked Estep 
Score: -8567799.000000 Penalty: 3620.279785
	Iteration 16Q: 3 clusters Score -8567799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 68676 members 
Entering Unmasked Estep 
Score: -8567803.000000 Penalty: 3620.279785
	Iteration 17Q: 3 clusters Score -8567803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -8567817.000000 Penalty: 3620.279785
	Iteration 18Q: 3 clusters Score -8567817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -8567825.000000 Penalty: 3620.279785
	Iteration 19Q: 3 clusters Score -8567825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 68682 members 
Entering Unmasked Estep 
Score: -8567835.000000 Penalty: 3620.279785
	Iteration 20F: 3 clusters Score -8567835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -8567836.000000 Penalty: 3620.279785
	Iteration 21Q: 3 clusters Score -8567836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 68684 members 
Entering Unmasked Estep 
Score: -8567836.000000 Penalty: 3620.279785
	Iteration 22Q: 3 clusters Score -8567836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 68684 members 
Entering Unmasked Estep 
Score: -8567836.000000 Penalty: 3620.279785
	Iteration 23F: 3 clusters Score -8567836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (71141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71141 members 
Entering Unmasked Estep 
Score: -8790661.000000 Penalty: 1815.518188
	Iteration 0F: 2 clusters Score -8790661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -8744298.000000 Penalty: 3631.036377
	Iteration 0F: 3 clusters Score -8744298 nChanged 33711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -8763620.000000 Penalty: 3631.036377
	Iteration 1F: 3 clusters Score -8763620 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -8764190.000000 Penalty: 3631.036377
	Iteration 2Q: 3 clusters Score -8764190 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -8764805.000000 Penalty: 3631.036377
	Iteration 3Q: 3 clusters Score -8764805 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -8765622.000000 Penalty: 3631.036377
	Iteration 4Q: 3 clusters Score -8765622 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -8766725.000000 Penalty: 3631.036377
	Iteration 5Q: 3 clusters Score -8766725 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -8768386.000000 Penalty: 3631.036377
	Iteration 6Q: 3 clusters Score -8768386 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -8771038.000000 Penalty: 3631.036377
	Iteration 7F: 3 clusters Score -8771038 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -8774554.000000 Penalty: 3631.036377
	Iteration 8F: 3 clusters Score -8774554 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -8778519.000000 Penalty: 3631.036377
	Iteration 9F: 3 clusters Score -8778519 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -8781874.000000 Penalty: 3631.036377
	Iteration 10F: 3 clusters Score -8781874 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -8783763.000000 Penalty: 3631.036377
	Iteration 11Q: 3 clusters Score -8783763 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -8784736.000000 Penalty: 3631.036377
	Iteration 12Q: 3 clusters Score -8784736 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -8785484.000000 Penalty: 3631.036377
	Iteration 13Q: 3 clusters Score -8785484 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 60039 members 
Entering Unmasked Estep 
Score: -8786018.000000 Penalty: 3631.036377
	Iteration 14Q: 3 clusters Score -8786018 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -8786500.000000 Penalty: 3631.036377
	Iteration 15Q: 3 clusters Score -8786500 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -8787000.000000 Penalty: 3631.036377
	Iteration 16Q: 3 clusters Score -8787000 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 63469 members 
Entering Unmasked Estep 
Score: -8787433.000000 Penalty: 3631.036377
	Iteration 17Q: 3 clusters Score -8787433 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 64468 members 
Entering Unmasked Estep 
Score: -8787840.000000 Penalty: 3631.036377
	Iteration 18Q: 3 clusters Score -8787840 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -8788224.000000 Penalty: 3631.036377
	Iteration 19Q: 3 clusters Score -8788224 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -8788516.000000 Penalty: 3631.036377
	Iteration 20F: 3 clusters Score -8788516 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 66775 members 
Entering Unmasked Estep 
Score: -8788742.000000 Penalty: 3631.036377
	Iteration 21Q: 3 clusters Score -8788742 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 67327 members 
Entering Unmasked Estep 
Score: -8788919.000000 Penalty: 3631.036377
	Iteration 22Q: 3 clusters Score -8788919 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -8789101.000000 Penalty: 3631.036377
	Iteration 23Q: 3 clusters Score -8789101 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 68233 members 
Entering Unmasked Estep 
Score: -8789169.000000 Penalty: 3631.036377
	Iteration 24Q: 3 clusters Score -8789169 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -8789252.000000 Penalty: 3631.036377
	Iteration 25Q: 3 clusters Score -8789252 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -8789314.000000 Penalty: 3631.036377
	Iteration 26Q: 3 clusters Score -8789314 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 69104 members 
Entering Unmasked Estep 
Score: -8789374.000000 Penalty: 3631.036377
	Iteration 27Q: 3 clusters Score -8789374 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -8789421.000000 Penalty: 3631.036377
	Iteration 28Q: 3 clusters Score -8789421 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 69485 members 
Entering Unmasked Estep 
Score: -8789491.000000 Penalty: 3631.036377
	Iteration 29Q: 3 clusters Score -8789491 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 69614 members 
Entering Unmasked Estep 
Score: -8789478.000000 Penalty: 3631.036377
	Iteration 30Q: 3 clusters Score -8789478 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 69719 members 
Entering Unmasked Estep 
Score: -8789509.000000 Penalty: 3631.036377
	Iteration 31Q: 3 clusters Score -8789509 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 69799 members 
Entering Unmasked Estep 
Score: -8789518.000000 Penalty: 3631.036377
	Iteration 32Q: 3 clusters Score -8789518 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 69865 members 
Entering Unmasked Estep 
Score: -8789518.000000 Penalty: 3631.036377
	Iteration 33Q: 3 clusters Score -8789518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 69916 members 
Entering Unmasked Estep 
Score: -8789534.000000 Penalty: 3631.036377
	Iteration 34Q: 3 clusters Score -8789534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -8789516.000000 Penalty: 3631.036377
	Iteration 35Q: 3 clusters Score -8789516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -8789515.000000 Penalty: 3631.036377
	Iteration 36Q: 3 clusters Score -8789515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 70024 members 
Entering Unmasked Estep 
Score: -8789513.000000 Penalty: 3631.036377
	Iteration 37Q: 3 clusters Score -8789513 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -8789510.000000 Penalty: 3631.036377
	Iteration 38Q: 3 clusters Score -8789510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -8789499.000000 Penalty: 3631.036377
	Iteration 39Q: 3 clusters Score -8789499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
Score: -8789504.000000 Penalty: 3631.036377
	Iteration 40F: 3 clusters Score -8789504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 70097 members 
Entering Unmasked Estep 
Score: -8789508.000000 Penalty: 3631.036377
	Iteration 41Q: 3 clusters Score -8789508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -8789496.000000 Penalty: 3631.036377
	Iteration 42Q: 3 clusters Score -8789496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
Score: -8789492.000000 Penalty: 3631.036377
	Iteration 43Q: 3 clusters Score -8789492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 70135 members 
Entering Unmasked Estep 
Score: -8789493.000000 Penalty: 3631.036377
	Iteration 44Q: 3 clusters Score -8789493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 70149 members 
Entering Unmasked Estep 
Score: -8789493.000000 Penalty: 3631.036377
	Iteration 45Q: 3 clusters Score -8789493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 70164 members 
Entering Unmasked Estep 
Score: -8789488.000000 Penalty: 3631.036377
	Iteration 46Q: 3 clusters Score -8789488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -8789493.000000 Penalty: 3631.036377
	Iteration 47Q: 3 clusters Score -8789493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 70186 members 
Entering Unmasked Estep 
Score: -8789497.000000 Penalty: 3631.036377
	Iteration 48Q: 3 clusters Score -8789497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -8789499.000000 Penalty: 3631.036377
	Iteration 49Q: 3 clusters Score -8789499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 70207 members 
Entering Unmasked Estep 
Score: -8789504.000000 Penalty: 3631.036377
	Iteration 50Q: 3 clusters Score -8789504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 70214 members 
Entering Unmasked Estep 
Score: -8789497.000000 Penalty: 3631.036377
	Iteration 51Q: 3 clusters Score -8789497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -8789495.000000 Penalty: 3631.036377
	Iteration 52Q: 3 clusters Score -8789495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 70222 members 
Entering Unmasked Estep 
Score: -8789489.000000 Penalty: 3631.036377
	Iteration 53Q: 3 clusters Score -8789489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -8789495.000000 Penalty: 3631.036377
	Iteration 54Q: 3 clusters Score -8789495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 70237 members 
Entering Unmasked Estep 
Score: -8789502.000000 Penalty: 3631.036377
	Iteration 55Q: 3 clusters Score -8789502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 70248 members 
Entering Unmasked Estep 
Score: -8789500.000000 Penalty: 3631.036377
	Iteration 56Q: 3 clusters Score -8789500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -8789497.000000 Penalty: 3631.036377
	Iteration 57Q: 3 clusters Score -8789497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 70268 members 
Entering Unmasked Estep 
Score: -8789496.000000 Penalty: 3631.036377
	Iteration 58Q: 3 clusters Score -8789496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 70276 members 
Entering Unmasked Estep 
Score: -8789502.000000 Penalty: 3631.036377
	Iteration 59Q: 3 clusters Score -8789502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -8789498.000000 Penalty: 3631.036377
	Iteration 60F: 3 clusters Score -8789498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 70284 members 
Entering Unmasked Estep 
Score: -8789500.000000 Penalty: 3631.036377
	Iteration 61Q: 3 clusters Score -8789500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 70285 members 
Entering Unmasked Estep 
Score: -8789502.000000 Penalty: 3631.036377
	Iteration 62Q: 3 clusters Score -8789502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 70286 members 
Entering Unmasked Estep 
Score: -8789502.000000 Penalty: 3631.036377
	Iteration 63Q: 3 clusters Score -8789502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 70286 members 
Entering Unmasked Estep 
Score: -8789502.000000 Penalty: 3631.036377
	Iteration 64F: 3 clusters Score -8789502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Entering Unmasked Estep 
Score: -5049405.500000 Penalty: 1724.520630
	Iteration 0F: 2 clusters Score -5049406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -5022057.500000 Penalty: 3449.041260
	Iteration 0F: 3 clusters Score -5022058 nChanged 18998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -5032863.000000 Penalty: 3449.041260
	Iteration 1F: 3 clusters Score -5032863 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -5033246.500000 Penalty: 3449.041260
	Iteration 2Q: 3 clusters Score -5033246 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -5033612.500000 Penalty: 3449.041260
	Iteration 3Q: 3 clusters Score -5033612 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -5034021.000000 Penalty: 3449.041260
	Iteration 4Q: 3 clusters Score -5034021 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -5034528.000000 Penalty: 3449.041260
	Iteration 5Q: 3 clusters Score -5034528 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -5035209.000000 Penalty: 3449.041260
	Iteration 6Q: 3 clusters Score -5035209 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -5036137.000000 Penalty: 3449.041260
	Iteration 7Q: 3 clusters Score -5036137 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -5037561.000000 Penalty: 3449.041260
	Iteration 8F: 3 clusters Score -5037561 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -5039435.000000 Penalty: 3449.041260
	Iteration 9F: 3 clusters Score -5039435 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -5041289.000000 Penalty: 3449.041260
	Iteration 10F: 3 clusters Score -5041289 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -5042559.000000 Penalty: 3449.041260
	Iteration 11F: 3 clusters Score -5042559 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -5043075.000000 Penalty: 3449.041260
	Iteration 12Q: 3 clusters Score -5043075 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -5043307.500000 Penalty: 3449.041260
	Iteration 13Q: 3 clusters Score -5043308 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -5043426.000000 Penalty: 3449.041260
	Iteration 14Q: 3 clusters Score -5043426 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -5043521.500000 Penalty: 3449.041260
	Iteration 15Q: 3 clusters Score -5043522 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -5043604.000000 Penalty: 3449.041260
	Iteration 16Q: 3 clusters Score -5043604 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -5043690.500000 Penalty: 3449.041260
	Iteration 17Q: 3 clusters Score -5043690 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -5043764.000000 Penalty: 3449.041260
	Iteration 18Q: 3 clusters Score -5043764 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -5043814.500000 Penalty: 3449.041260
	Iteration 19Q: 3 clusters Score -5043814 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -5043901.500000 Penalty: 3449.041260
	Iteration 20F: 3 clusters Score -5043902 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -5043993.000000 Penalty: 3449.041260
	Iteration 21Q: 3 clusters Score -5043993 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -5044071.000000 Penalty: 3449.041260
	Iteration 22Q: 3 clusters Score -5044071 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -5044138.500000 Penalty: 3449.041260
	Iteration 23Q: 3 clusters Score -5044138 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -5044191.500000 Penalty: 3449.041260
	Iteration 24Q: 3 clusters Score -5044192 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -5044271.000000 Penalty: 3449.041260
	Iteration 25Q: 3 clusters Score -5044271 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -5044349.000000 Penalty: 3449.041260
	Iteration 26Q: 3 clusters Score -5044349 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -5044433.000000 Penalty: 3449.041260
	Iteration 27Q: 3 clusters Score -5044433 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -5044556.000000 Penalty: 3449.041260
	Iteration 28Q: 3 clusters Score -5044556 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -5044664.000000 Penalty: 3449.041260
	Iteration 29Q: 3 clusters Score -5044664 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -5044823.000000 Penalty: 3449.041260
	Iteration 30Q: 3 clusters Score -5044823 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -5044964.000000 Penalty: 3449.041260
	Iteration 31Q: 3 clusters Score -5044964 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -5045159.500000 Penalty: 3449.041260
	Iteration 32Q: 3 clusters Score -5045160 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -5045365.000000 Penalty: 3449.041260
	Iteration 33Q: 3 clusters Score -5045365 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -5045564.000000 Penalty: 3449.041260
	Iteration 34Q: 3 clusters Score -5045564 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -5045727.000000 Penalty: 3449.041260
	Iteration 35Q: 3 clusters Score -5045727 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -5045888.000000 Penalty: 3449.041260
	Iteration 36Q: 3 clusters Score -5045888 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -5046049.500000 Penalty: 3449.041260
	Iteration 37Q: 3 clusters Score -5046050 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -5046208.500000 Penalty: 3449.041260
	Iteration 38Q: 3 clusters Score -5046208 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -5046319.500000 Penalty: 3449.041260
	Iteration 39Q: 3 clusters Score -5046320 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -5046449.500000 Penalty: 3449.041260
	Iteration 40F: 3 clusters Score -5046450 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -5046574.000000 Penalty: 3449.041260
	Iteration 41Q: 3 clusters Score -5046574 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -5046659.500000 Penalty: 3449.041260
	Iteration 42Q: 3 clusters Score -5046660 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -5046787.500000 Penalty: 3449.041260
	Iteration 43Q: 3 clusters Score -5046788 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -5046868.000000 Penalty: 3449.041260
	Iteration 44Q: 3 clusters Score -5046868 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -5046953.000000 Penalty: 3449.041260
	Iteration 45Q: 3 clusters Score -5046953 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -5047015.000000 Penalty: 3449.041260
	Iteration 46Q: 3 clusters Score -5047015 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -5047061.500000 Penalty: 3449.041260
	Iteration 47Q: 3 clusters Score -5047062 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -5047149.000000 Penalty: 3449.041260
	Iteration 48Q: 3 clusters Score -5047149 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -5047207.000000 Penalty: 3449.041260
	Iteration 49Q: 3 clusters Score -5047207 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -5047284.500000 Penalty: 3449.041260
	Iteration 50Q: 3 clusters Score -5047284 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -5047339.000000 Penalty: 3449.041260
	Iteration 51Q: 3 clusters Score -5047339 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -5047398.000000 Penalty: 3449.041260
	Iteration 52Q: 3 clusters Score -5047398 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -5047442.000000 Penalty: 3449.041260
	Iteration 53Q: 3 clusters Score -5047442 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -5047482.000000 Penalty: 3449.041260
	Iteration 54Q: 3 clusters Score -5047482 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -5047527.000000 Penalty: 3449.041260
	Iteration 55Q: 3 clusters Score -5047527 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -5047562.000000 Penalty: 3449.041260
	Iteration 56Q: 3 clusters Score -5047562 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -5047585.000000 Penalty: 3449.041260
	Iteration 57Q: 3 clusters Score -5047585 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -5047627.500000 Penalty: 3449.041260
	Iteration 58Q: 3 clusters Score -5047628 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -5047649.000000 Penalty: 3449.041260
	Iteration 59Q: 3 clusters Score -5047649 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -5047680.500000 Penalty: 3449.041260
	Iteration 60F: 3 clusters Score -5047680 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -5047710.500000 Penalty: 3449.041260
	Iteration 61Q: 3 clusters Score -5047710 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -5047746.000000 Penalty: 3449.041260
	Iteration 62Q: 3 clusters Score -5047746 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -5047770.000000 Penalty: 3449.041260
	Iteration 63Q: 3 clusters Score -5047770 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -5047797.500000 Penalty: 3449.041260
	Iteration 64Q: 3 clusters Score -5047798 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5047818.500000 Penalty: 3449.041260
	Iteration 65Q: 3 clusters Score -5047818 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -5047845.500000 Penalty: 3449.041260
	Iteration 66Q: 3 clusters Score -5047846 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5047888.500000 Penalty: 3449.041260
	Iteration 67Q: 3 clusters Score -5047888 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5047910.000000 Penalty: 3449.041260
	Iteration 68Q: 3 clusters Score -5047910 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5047934.500000 Penalty: 3449.041260
	Iteration 69Q: 3 clusters Score -5047934 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5047950.500000 Penalty: 3449.041260
	Iteration 70Q: 3 clusters Score -5047950 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5047961.000000 Penalty: 3449.041260
	Iteration 71Q: 3 clusters Score -5047961 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5047978.000000 Penalty: 3449.041260
	Iteration 72Q: 3 clusters Score -5047978 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5048000.500000 Penalty: 3449.041260
	Iteration 73Q: 3 clusters Score -5048000 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5048022.500000 Penalty: 3449.041260
	Iteration 74Q: 3 clusters Score -5048022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5048021.000000 Penalty: 3449.041260
	Iteration 75Q: 3 clusters Score -5048021 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5048028.000000 Penalty: 3449.041260
	Iteration 76Q: 3 clusters Score -5048028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5048029.000000 Penalty: 3449.041260
	Iteration 77Q: 3 clusters Score -5048029 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5048053.500000 Penalty: 3449.041260
	Iteration 78Q: 3 clusters Score -5048054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5048058.000000 Penalty: 3449.041260
	Iteration 79Q: 3 clusters Score -5048058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5048070.500000 Penalty: 3449.041260
	Iteration 80F: 3 clusters Score -5048070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5048066.000000 Penalty: 3449.041260
	Iteration 81Q: 3 clusters Score -5048066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5048068.500000 Penalty: 3449.041260
	Iteration 82Q: 3 clusters Score -5048068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5048074.500000 Penalty: 3449.041260
	Iteration 83Q: 3 clusters Score -5048074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5048082.500000 Penalty: 3449.041260
	Iteration 84Q: 3 clusters Score -5048082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5048084.000000 Penalty: 3449.041260
	Iteration 85Q: 3 clusters Score -5048084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5048079.500000 Penalty: 3449.041260
	Iteration 86Q: 3 clusters Score -5048080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5048082.000000 Penalty: 3449.041260
	Iteration 87Q: 3 clusters Score -5048082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5048088.000000 Penalty: 3449.041260
	Iteration 88Q: 3 clusters Score -5048088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5048090.000000 Penalty: 3449.041260
	Iteration 89Q: 3 clusters Score -5048090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5048086.500000 Penalty: 3449.041260
	Iteration 90Q: 3 clusters Score -5048086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5048089.000000 Penalty: 3449.041260
	Iteration 91Q: 3 clusters Score -5048089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5048090.000000 Penalty: 3449.041260
	Iteration 92Q: 3 clusters Score -5048090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5048091.000000 Penalty: 3449.041260
	Iteration 93Q: 3 clusters Score -5048091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5048094.000000 Penalty: 3449.041260
	Iteration 94Q: 3 clusters Score -5048094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5048097.500000 Penalty: 3449.041260
	Iteration 95Q: 3 clusters Score -5048098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5048088.000000 Penalty: 3449.041260
	Iteration 96Q: 3 clusters Score -5048088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5048087.000000 Penalty: 3449.041260
	Iteration 97Q: 3 clusters Score -5048087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5048085.000000 Penalty: 3449.041260
	Iteration 98Q: 3 clusters Score -5048085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5048089.000000 Penalty: 3449.041260
	Iteration 99Q: 3 clusters Score -5048089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5048090.000000 Penalty: 3449.041260
	Iteration 100F: 3 clusters Score -5048090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5048094.000000 Penalty: 3449.041260
	Iteration 101Q: 3 clusters Score -5048094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5048093.500000 Penalty: 3449.041260
	Iteration 102Q: 3 clusters Score -5048094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5048097.000000 Penalty: 3449.041260
	Iteration 103Q: 3 clusters Score -5048097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5048093.500000 Penalty: 3449.041260
	Iteration 104Q: 3 clusters Score -5048094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5048093.500000 Penalty: 3449.041260
	Iteration 105F: 3 clusters Score -5048094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Entering Unmasked Estep 
Score: -4734366.500000 Penalty: 1713.976807
	Iteration 0F: 2 clusters Score -4734366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -4708855.000000 Penalty: 3427.953613
	Iteration 0F: 3 clusters Score -4708855 nChanged 17673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -4718599.000000 Penalty: 3427.953613
	Iteration 1F: 3 clusters Score -4718599 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -4718957.000000 Penalty: 3427.953613
	Iteration 2Q: 3 clusters Score -4718957 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -4719287.500000 Penalty: 3427.953613
	Iteration 3Q: 3 clusters Score -4719288 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4719618.000000 Penalty: 3427.953613
	Iteration 4Q: 3 clusters Score -4719618 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -4720026.000000 Penalty: 3427.953613
	Iteration 5Q: 3 clusters Score -4720026 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -4720587.000000 Penalty: 3427.953613
	Iteration 6Q: 3 clusters Score -4720587 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -4721476.500000 Penalty: 3427.953613
	Iteration 7Q: 3 clusters Score -4721476 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -4722800.000000 Penalty: 3427.953613
	Iteration 8F: 3 clusters Score -4722800 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -4724774.500000 Penalty: 3427.953613
	Iteration 9F: 3 clusters Score -4724774 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -4727165.500000 Penalty: 3427.953613
	Iteration 10F: 3 clusters Score -4727166 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -4729279.000000 Penalty: 3427.953613
	Iteration 11F: 3 clusters Score -4729279 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -4730676.500000 Penalty: 3427.953613
	Iteration 12Q: 3 clusters Score -4730676 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4731411.500000 Penalty: 3427.953613
	Iteration 13Q: 3 clusters Score -4731412 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -4731784.000000 Penalty: 3427.953613
	Iteration 14Q: 3 clusters Score -4731784 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -4731994.000000 Penalty: 3427.953613
	Iteration 15Q: 3 clusters Score -4731994 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -4732107.500000 Penalty: 3427.953613
	Iteration 16Q: 3 clusters Score -4732108 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -4732213.000000 Penalty: 3427.953613
	Iteration 17Q: 3 clusters Score -4732213 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -4732319.500000 Penalty: 3427.953613
	Iteration 18Q: 3 clusters Score -4732320 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -4732379.500000 Penalty: 3427.953613
	Iteration 19Q: 3 clusters Score -4732380 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -4732447.000000 Penalty: 3427.953613
	Iteration 20F: 3 clusters Score -4732447 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -4732525.000000 Penalty: 3427.953613
	Iteration 21Q: 3 clusters Score -4732525 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -4732609.000000 Penalty: 3427.953613
	Iteration 22Q: 3 clusters Score -4732609 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -4732691.500000 Penalty: 3427.953613
	Iteration 23Q: 3 clusters Score -4732692 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -4732743.500000 Penalty: 3427.953613
	Iteration 24Q: 3 clusters Score -4732744 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -4732801.500000 Penalty: 3427.953613
	Iteration 25Q: 3 clusters Score -4732802 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -4732843.500000 Penalty: 3427.953613
	Iteration 26Q: 3 clusters Score -4732844 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -4732903.000000 Penalty: 3427.953613
	Iteration 27Q: 3 clusters Score -4732903 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -4732954.500000 Penalty: 3427.953613
	Iteration 28Q: 3 clusters Score -4732954 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -4732981.000000 Penalty: 3427.953613
	Iteration 29Q: 3 clusters Score -4732981 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -4732984.500000 Penalty: 3427.953613
	Iteration 30Q: 3 clusters Score -4732984 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -4733008.000000 Penalty: 3427.953613
	Iteration 31Q: 3 clusters Score -4733008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -4733026.500000 Penalty: 3427.953613
	Iteration 32Q: 3 clusters Score -4733026 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -4733055.500000 Penalty: 3427.953613
	Iteration 33Q: 3 clusters Score -4733056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -4733070.000000 Penalty: 3427.953613
	Iteration 34Q: 3 clusters Score -4733070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -4733080.000000 Penalty: 3427.953613
	Iteration 35Q: 3 clusters Score -4733080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -4733099.500000 Penalty: 3427.953613
	Iteration 36Q: 3 clusters Score -4733100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -4733103.500000 Penalty: 3427.953613
	Iteration 37Q: 3 clusters Score -4733104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -4733111.500000 Penalty: 3427.953613
	Iteration 38Q: 3 clusters Score -4733112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -4733113.500000 Penalty: 3427.953613
	Iteration 39Q: 3 clusters Score -4733114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -4733126.000000 Penalty: 3427.953613
	Iteration 40F: 3 clusters Score -4733126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -4733131.500000 Penalty: 3427.953613
	Iteration 41Q: 3 clusters Score -4733132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -4733139.000000 Penalty: 3427.953613
	Iteration 42Q: 3 clusters Score -4733139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -4733150.500000 Penalty: 3427.953613
	Iteration 43Q: 3 clusters Score -4733150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -4733164.000000 Penalty: 3427.953613
	Iteration 44Q: 3 clusters Score -4733164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -4733177.000000 Penalty: 3427.953613
	Iteration 45Q: 3 clusters Score -4733177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -4733182.000000 Penalty: 3427.953613
	Iteration 46Q: 3 clusters Score -4733182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -4733185.000000 Penalty: 3427.953613
	Iteration 47Q: 3 clusters Score -4733185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -4733187.500000 Penalty: 3427.953613
	Iteration 48Q: 3 clusters Score -4733188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -4733185.500000 Penalty: 3427.953613
	Iteration 49Q: 3 clusters Score -4733186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -4733191.000000 Penalty: 3427.953613
	Iteration 50Q: 3 clusters Score -4733191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -4733193.000000 Penalty: 3427.953613
	Iteration 51Q: 3 clusters Score -4733193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -4733202.500000 Penalty: 3427.953613
	Iteration 52Q: 3 clusters Score -4733202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -4733203.500000 Penalty: 3427.953613
	Iteration 53Q: 3 clusters Score -4733204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -4733205.000000 Penalty: 3427.953613
	Iteration 54Q: 3 clusters Score -4733205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -4733202.500000 Penalty: 3427.953613
	Iteration 55Q: 3 clusters Score -4733202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -4733208.000000 Penalty: 3427.953613
	Iteration 56Q: 3 clusters Score -4733208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -4733214.000000 Penalty: 3427.953613
	Iteration 57Q: 3 clusters Score -4733214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -4733225.500000 Penalty: 3427.953613
	Iteration 58Q: 3 clusters Score -4733226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -4733222.000000 Penalty: 3427.953613
	Iteration 59Q: 3 clusters Score -4733222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -4733228.500000 Penalty: 3427.953613
	Iteration 60F: 3 clusters Score -4733228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -4733230.000000 Penalty: 3427.953613
	Iteration 61Q: 3 clusters Score -4733230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -4733229.500000 Penalty: 3427.953613
	Iteration 62Q: 3 clusters Score -4733230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -4733231.500000 Penalty: 3427.953613
	Iteration 63Q: 3 clusters Score -4733232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -4733234.500000 Penalty: 3427.953613
	Iteration 64Q: 3 clusters Score -4733234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -4733238.500000 Penalty: 3427.953613
	Iteration 65Q: 3 clusters Score -4733238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -4733242.500000 Penalty: 3427.953613
	Iteration 66Q: 3 clusters Score -4733242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -4733244.000000 Penalty: 3427.953613
	Iteration 67Q: 3 clusters Score -4733244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -4733243.000000 Penalty: 3427.953613
	Iteration 68Q: 3 clusters Score -4733243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -4733247.000000 Penalty: 3427.953613
	Iteration 69Q: 3 clusters Score -4733247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -4733252.000000 Penalty: 3427.953613
	Iteration 70Q: 3 clusters Score -4733252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -4733252.500000 Penalty: 3427.953613
	Iteration 71Q: 3 clusters Score -4733252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -4733252.500000 Penalty: 3427.953613
	Iteration 72Q: 3 clusters Score -4733252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -4733254.000000 Penalty: 3427.953613
	Iteration 73Q: 3 clusters Score -4733254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -4733257.000000 Penalty: 3427.953613
	Iteration 74Q: 3 clusters Score -4733257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -4733257.000000 Penalty: 3427.953613
	Iteration 75F: 3 clusters Score -4733257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (68953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Entering Unmasked Estep 
Score: -8528952.000000 Penalty: 1810.441772
	Iteration 0F: 2 clusters Score -8528952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -8483298.000000 Penalty: 3620.883545
	Iteration 0F: 3 clusters Score -8483298 nChanged 32791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -8502037.000000 Penalty: 3620.883545
	Iteration 1F: 3 clusters Score -8502037 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -8502746.000000 Penalty: 3620.883545
	Iteration 2Q: 3 clusters Score -8502746 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -8503727.000000 Penalty: 3620.883545
	Iteration 3Q: 3 clusters Score -8503727 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -8505195.000000 Penalty: 3620.883545
	Iteration 4Q: 3 clusters Score -8505195 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -8507643.000000 Penalty: 3620.883545
	Iteration 5F: 3 clusters Score -8507643 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -8511617.000000 Penalty: 3620.883545
	Iteration 6F: 3 clusters Score -8511617 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -8516426.000000 Penalty: 3620.883545
	Iteration 7F: 3 clusters Score -8516426 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -8521081.000000 Penalty: 3620.883545
	Iteration 8F: 3 clusters Score -8521081 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -8524177.000000 Penalty: 3620.883545
	Iteration 9Q: 3 clusters Score -8524177 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64986 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -8525655.000000 Penalty: 3620.883545
	Iteration 10Q: 3 clusters Score -8525655 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65653 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -8526364.000000 Penalty: 3620.883545
	Iteration 11Q: 3 clusters Score -8526364 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66034 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -8526679.000000 Penalty: 3620.883545
	Iteration 12Q: 3 clusters Score -8526679 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66321 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -8526853.000000 Penalty: 3620.883545
	Iteration 13Q: 3 clusters Score -8526853 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8527030.000000 Penalty: 3620.883545
	Iteration 14Q: 3 clusters Score -8527030 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8527111.000000 Penalty: 3620.883545
	Iteration 15Q: 3 clusters Score -8527111 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66894 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8527230.000000 Penalty: 3620.883545
	Iteration 16Q: 3 clusters Score -8527230 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8527304.000000 Penalty: 3620.883545
	Iteration 17Q: 3 clusters Score -8527304 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67171 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8527372.000000 Penalty: 3620.883545
	Iteration 18Q: 3 clusters Score -8527372 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8527424.000000 Penalty: 3620.883545
	Iteration 19Q: 3 clusters Score -8527424 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67337 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8527463.000000 Penalty: 3620.883545
	Iteration 20F: 3 clusters Score -8527463 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67399 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8527502.000000 Penalty: 3620.883545
	Iteration 21Q: 3 clusters Score -8527502 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67460 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8527517.000000 Penalty: 3620.883545
	Iteration 22Q: 3 clusters Score -8527517 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8527561.000000 Penalty: 3620.883545
	Iteration 23Q: 3 clusters Score -8527561 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67548 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8527565.000000 Penalty: 3620.883545
	Iteration 24Q: 3 clusters Score -8527565 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67584 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8527599.000000 Penalty: 3620.883545
	Iteration 25Q: 3 clusters Score -8527599 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8527617.000000 Penalty: 3620.883545
	Iteration 26Q: 3 clusters Score -8527617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8527628.000000 Penalty: 3620.883545
	Iteration 27Q: 3 clusters Score -8527628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67683 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8527637.000000 Penalty: 3620.883545
	Iteration 28Q: 3 clusters Score -8527637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67707 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8527647.000000 Penalty: 3620.883545
	Iteration 29Q: 3 clusters Score -8527647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8527664.000000 Penalty: 3620.883545
	Iteration 30Q: 3 clusters Score -8527664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67755 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8527658.000000 Penalty: 3620.883545
	Iteration 31Q: 3 clusters Score -8527658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8527668.000000 Penalty: 3620.883545
	Iteration 32Q: 3 clusters Score -8527668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8527666.000000 Penalty: 3620.883545
	Iteration 33Q: 3 clusters Score -8527666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67788 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8527663.000000 Penalty: 3620.883545
	Iteration 34Q: 3 clusters Score -8527663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67791 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8527670.000000 Penalty: 3620.883545
	Iteration 35Q: 3 clusters Score -8527670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67794 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8527672.000000 Penalty: 3620.883545
	Iteration 36Q: 3 clusters Score -8527672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67796 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8527674.000000 Penalty: 3620.883545
	Iteration 37Q: 3 clusters Score -8527674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8527676.000000 Penalty: 3620.883545
	Iteration 38Q: 3 clusters Score -8527676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8527676.000000 Penalty: 3620.883545
	Iteration 39F: 3 clusters Score -8527676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -83204.265625 Penalty: 1060.078857
	Iteration 0F: 2 clusters Score -83204.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81987.828125 Penalty: 2120.157715
	Iteration 0F: 3 clusters Score -81987.83 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82170.125000 Penalty: 2120.157715
	Iteration 1F: 3 clusters Score -82170.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -82225.132812 Penalty: 2120.157715
	Iteration 2F: 3 clusters Score -82225.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -82242.921875 Penalty: 2120.157715
	Iteration 3Q: 3 clusters Score -82242.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82258.492188 Penalty: 2120.157715
	Iteration 4Q: 3 clusters Score -82258.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -82263.523438 Penalty: 2120.157715
	Iteration 5Q: 3 clusters Score -82263.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82266.312500 Penalty: 2120.157715
	Iteration 6Q: 3 clusters Score -82266.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -82268.242188 Penalty: 2120.157715
	Iteration 7Q: 3 clusters Score -82268.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -82269.085938 Penalty: 2120.157715
	Iteration 8Q: 3 clusters Score -82269.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82269.578125 Penalty: 2120.157715
	Iteration 9Q: 3 clusters Score -82269.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82269.578125 Penalty: 2120.157715
	Iteration 10F: 3 clusters Score -82269.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -216833.359375 Penalty: 1209.785400
	Iteration 0F: 2 clusters Score -216833.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -214890.640625 Penalty: 2419.570801
	Iteration 0F: 3 clusters Score -214890.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -215275.406250 Penalty: 2419.570801
	Iteration 1F: 3 clusters Score -215275.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -215357.312500 Penalty: 2419.570801
	Iteration 2F: 3 clusters Score -215357.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -215406.796875 Penalty: 2419.570801
	Iteration 3Q: 3 clusters Score -215406.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -215441.671875 Penalty: 2419.570801
	Iteration 4Q: 3 clusters Score -215441.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -215465.250000 Penalty: 2419.570801
	Iteration 5Q: 3 clusters Score -215465.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -215486.531250 Penalty: 2419.570801
	Iteration 6Q: 3 clusters Score -215486.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -215507.750000 Penalty: 2419.570801
	Iteration 7Q: 3 clusters Score -215507.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -215525.328125 Penalty: 2419.570801
	Iteration 8Q: 3 clusters Score -215525.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -215549.171875 Penalty: 2419.570801
	Iteration 9Q: 3 clusters Score -215549.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -215568.265625 Penalty: 2419.570801
	Iteration 10Q: 3 clusters Score -215568.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -215577.515625 Penalty: 2419.570801
	Iteration 11Q: 3 clusters Score -215577.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -215590.906250 Penalty: 2419.570801
	Iteration 12Q: 3 clusters Score -215590.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -215597.890625 Penalty: 2419.570801
	Iteration 13Q: 3 clusters Score -215597.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -215603.734375 Penalty: 2419.570801
	Iteration 14Q: 3 clusters Score -215603.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -215609.062500 Penalty: 2419.570801
	Iteration 15Q: 3 clusters Score -215609.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -215613.953125 Penalty: 2419.570801
	Iteration 16Q: 3 clusters Score -215614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -215625.640625 Penalty: 2419.570801
	Iteration 17Q: 3 clusters Score -215625.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -215634.140625 Penalty: 2419.570801
	Iteration 18Q: 3 clusters Score -215634.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -215638.843750 Penalty: 2419.570801
	Iteration 19Q: 3 clusters Score -215638.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -215641.406250 Penalty: 2419.570801
	Iteration 20F: 3 clusters Score -215641.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -215642.281250 Penalty: 2419.570801
	Iteration 21Q: 3 clusters Score -215642.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -215646.312500 Penalty: 2419.570801
	Iteration 22Q: 3 clusters Score -215646.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -215651.453125 Penalty: 2419.570801
	Iteration 23Q: 3 clusters Score -215651.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -215653.968750 Penalty: 2419.570801
	Iteration 24Q: 3 clusters Score -215654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -215655.531250 Penalty: 2419.570801
	Iteration 25Q: 3 clusters Score -215655.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -215656.359375 Penalty: 2419.570801
	Iteration 26Q: 3 clusters Score -215656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -215657.328125 Penalty: 2419.570801
	Iteration 27Q: 3 clusters Score -215657.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -215659.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -215661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -215663.234375 Penalty: 2419.570801
	Iteration 30Q: 3 clusters Score -215663.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -215667.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -215670.421875 Penalty: 2419.570801
	Iteration 32Q: 3 clusters Score -215670.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -215673.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -215677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -215679.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -215681.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -215683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -215683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -215683.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -215683.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 34087 members 
Mstep: Class 5 contains 15385 members 
Mstep: Class 6 contains 73102 members 
Mstep: Class 9 contains 75582 members 
Mstep: Class 10 contains 74312 members 
Mstep: Class 11 contains 51255 members 
Mstep: Class 12 contains 68825 members 
Mstep: Class 13 contains 71141 members 
Mstep: Class 14 contains 40637 members 
Mstep: Class 16 contains 38084 members 
Mstep: Class 17 contains 68953 members 
Mstep: Class 21 contains 681 members 
Mstep: Class 22 contains 1711 members 
Entering Unmasked Estep 
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Iteration 79Q: 15 clusters Score -7.554834e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 33816 members 
Mstep: Class 5 contains 15438 members 
Mstep: Class 6 contains 73019 members 
Mstep: Class 9 contains 75102 members 
Mstep: Class 10 contains 74017 members 
Mstep: Class 11 contains 52536 members 
Mstep: Class 12 contains 68716 members 
Mstep: Class 13 contains 71189 members 
Mstep: Class 14 contains 40592 members 
Mstep: Class 16 contains 38128 members 
Mstep: Class 17 contains 68824 members 
Mstep: Class 21 contains 682 members 
Mstep: Class 22 contains 1724 members 
Entering Unmasked Estep 
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Iteration 80F: 15 clusters Score -7.554891e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 33516 members 
Mstep: Class 5 contains 15505 members 
Mstep: Class 6 contains 72942 members 
Mstep: Class 9 contains 74574 members 
Mstep: Class 10 contains 73734 members 
Mstep: Class 11 contains 53925 members 
Mstep: Class 12 contains 68596 members 
Mstep: Class 13 contains 71206 members 
Mstep: Class 14 contains 40568 members 
Mstep: Class 16 contains 38149 members 
Mstep: Class 17 contains 68674 members 
Mstep: Class 21 contains 683 members 
Mstep: Class 22 contains 1736 members 
Entering Unmasked Estep 
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Iteration 81Q: 15 clusters Score -7.554949e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 33226 members 
Mstep: Class 5 contains 15569 members 
Mstep: Class 6 contains 72827 members 
Mstep: Class 9 contains 74075 members 
Mstep: Class 10 contains 73440 members 
Mstep: Class 11 contains 55343 members 
Mstep: Class 12 contains 68468 members 
Mstep: Class 13 contains 71234 members 
Mstep: Class 14 contains 40532 members 
Mstep: Class 16 contains 38160 members 
Mstep: Class 17 contains 68514 members 
Mstep: Class 21 contains 683 members 
Mstep: Class 22 contains 1759 members 
Entering Unmasked Estep 
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Iteration 82Q: 15 clusters Score -7.55497e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 32858 members 
Mstep: Class 5 contains 15615 members 
Mstep: Class 6 contains 72726 members 
Mstep: Class 9 contains 73571 members 
Mstep: Class 10 contains 73189 members 
Mstep: Class 11 contains 56773 members 
Mstep: Class 12 contains 68322 members 
Mstep: Class 13 contains 71295 members 
Mstep: Class 14 contains 40492 members 
Mstep: Class 16 contains 38163 members 
Mstep: Class 17 contains 68381 members 
Mstep: Class 21 contains 683 members 
Mstep: Class 22 contains 1775 members 
Entering Unmasked Estep 
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Iteration 83Q: 15 clusters Score -7.554984e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 32492 members 
Mstep: Class 5 contains 15677 members 
Mstep: Class 6 contains 72609 members 
Mstep: Class 9 contains 73061 members 
Mstep: Class 10 contains 72929 members 
Mstep: Class 11 contains 58206 members 
Mstep: Class 12 contains 68198 members 
Mstep: Class 13 contains 71323 members 
Mstep: Class 14 contains 40473 members 
Mstep: Class 16 contains 38156 members 
Mstep: Class 17 contains 68247 members 
Mstep: Class 21 contains 683 members 
Mstep: Class 22 contains 1804 members 
Entering Unmasked Estep 
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Iteration 84Q: 15 clusters Score -7.555006e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 32122 members 
Mstep: Class 5 contains 15739 members 
Mstep: Class 6 contains 72486 members 
Mstep: Class 9 contains 72651 members 
Mstep: Class 10 contains 72654 members 
Mstep: Class 11 contains 59526 members 
Mstep: Class 12 contains 68053 members 
Mstep: Class 13 contains 71387 members 
Mstep: Class 14 contains 40450 members 
Mstep: Class 16 contains 38169 members 
Mstep: Class 17 contains 68125 members 
Mstep: Class 21 contains 683 members 
Mstep: Class 22 contains 1827 members 
Entering Unmasked Estep 
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Iteration 85Q: 15 clusters Score -7.555e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 31670 members 
Mstep: Class 5 contains 15812 members 
Mstep: Class 6 contains 72376 members 
Mstep: Class 9 contains 72306 members 
Mstep: Class 10 contains 72396 members 
Mstep: Class 11 contains 60853 members 
Mstep: Class 12 contains 67878 members 
Mstep: Class 13 contains 71451 members 
Mstep: Class 14 contains 40413 members 
Mstep: Class 16 contains 38206 members 
Mstep: Class 17 contains 67987 members 
Mstep: Class 21 contains 683 members 
Mstep: Class 22 contains 1859 members 
Entering Unmasked Estep 
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Iteration 86Q: 15 clusters Score -7.555054e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 31172 members 
Mstep: Class 5 contains 15899 members 
Mstep: Class 6 contains 72286 members 
Mstep: Class 9 contains 71985 members 
Mstep: Class 10 contains 72245 members 
Mstep: Class 11 contains 62130 members 
Mstep: Class 12 contains 67687 members 
Mstep: Class 13 contains 71520 members 
Mstep: Class 14 contains 40370 members 
Mstep: Class 16 contains 38196 members 
Mstep: Class 17 contains 67829 members 
Mstep: Class 21 contains 683 members 
Mstep: Class 22 contains 1901 members 
Entering Unmasked Estep 
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Iteration 87Q: 15 clusters Score -7.555049e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 30640 members 
Mstep: Class 5 contains 16011 members 
Mstep: Class 6 contains 72208 members 
Mstep: Class 9 contains 71675 members 
Mstep: Class 10 contains 72054 members 
Mstep: Class 11 contains 63426 members 
Mstep: Class 12 contains 67518 members 
Mstep: Class 13 contains 71577 members 
Mstep: Class 14 contains 40335 members 
Mstep: Class 16 contains 38180 members 
Mstep: Class 17 contains 67683 members 
Mstep: Class 21 contains 683 members 
Mstep: Class 22 contains 1937 members 
Entering Unmasked Estep 
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Iteration 88Q: 15 clusters Score -7.555035e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 30136 members 
Mstep: Class 5 contains 16112 members 
Mstep: Class 6 contains 72131 members 
Mstep: Class 9 contains 71389 members 
Mstep: Class 10 contains 71836 members 
Mstep: Class 11 contains 64704 members 
Mstep: Class 12 contains 67367 members 
Mstep: Class 13 contains 71675 members 
Mstep: Class 14 contains 40307 members 
Mstep: Class 16 contains 38139 members 
Mstep: Class 17 contains 67517 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 1953 members 
Entering Unmasked Estep 
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Iteration 89Q: 15 clusters Score -7.555046e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 29590 members 
Mstep: Class 5 contains 16217 members 
Mstep: Class 6 contains 72078 members 
Mstep: Class 9 contains 71132 members 
Mstep: Class 10 contains 71603 members 
Mstep: Class 11 contains 65972 members 
Mstep: Class 12 contains 67201 members 
Mstep: Class 13 contains 71775 members 
Mstep: Class 14 contains 40275 members 
Mstep: Class 16 contains 38126 members 
Mstep: Class 17 contains 67330 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 1986 members 
Entering Unmasked Estep 
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Iteration 90Q: 15 clusters Score -7.555051e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 29041 members 
Mstep: Class 5 contains 16323 members 
Mstep: Class 6 contains 72030 members 
Mstep: Class 9 contains 70846 members 
Mstep: Class 10 contains 71391 members 
Mstep: Class 11 contains 67263 members 
Mstep: Class 12 contains 67025 members 
Mstep: Class 13 contains 71891 members 
Mstep: Class 14 contains 40255 members 
Mstep: Class 16 contains 38084 members 
Mstep: Class 17 contains 67131 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2021 members 
Entering Unmasked Estep 
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Iteration 91Q: 15 clusters Score -7.555074e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 28436 members 
Mstep: Class 5 contains 16446 members 
Mstep: Class 6 contains 72009 members 
Mstep: Class 9 contains 70522 members 
Mstep: Class 10 contains 71155 members 
Mstep: Class 11 contains 68616 members 
Mstep: Class 12 contains 66872 members 
Mstep: Class 13 contains 71957 members 
Mstep: Class 14 contains 40255 members 
Mstep: Class 16 contains 38035 members 
Mstep: Class 17 contains 66969 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2053 members 
Entering Unmasked Estep 
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Iteration 92Q: 15 clusters Score -7.555086e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 27803 members 
Mstep: Class 5 contains 16586 members 
Mstep: Class 6 contains 71981 members 
Mstep: Class 9 contains 70219 members 
Mstep: Class 10 contains 70976 members 
Mstep: Class 11 contains 69935 members 
Mstep: Class 12 contains 66712 members 
Mstep: Class 13 contains 72029 members 
Mstep: Class 14 contains 40234 members 
Mstep: Class 16 contains 37985 members 
Mstep: Class 17 contains 66805 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2085 members 
Entering Unmasked Estep 
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Iteration 93Q: 15 clusters Score -7.555093e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 27062 members 
Mstep: Class 5 contains 16732 members 
Mstep: Class 6 contains 71987 members 
Mstep: Class 9 contains 69948 members 
Mstep: Class 10 contains 70844 members 
Mstep: Class 11 contains 71182 members 
Mstep: Class 12 contains 66592 members 
Mstep: Class 13 contains 72085 members 
Mstep: Class 14 contains 40211 members 
Mstep: Class 16 contains 37962 members 
Mstep: Class 17 contains 66679 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2102 members 
Entering Unmasked Estep 
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Iteration 94Q: 15 clusters Score -7.555099e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 26214 members 
Mstep: Class 5 contains 16884 members 
Mstep: Class 6 contains 72028 members 
Mstep: Class 9 contains 69635 members 
Mstep: Class 10 contains 70774 members 
Mstep: Class 11 contains 72419 members 
Mstep: Class 12 contains 66493 members 
Mstep: Class 13 contains 72104 members 
Mstep: Class 14 contains 40214 members 
Mstep: Class 16 contains 37929 members 
Mstep: Class 17 contains 66611 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2125 members 
Entering Unmasked Estep 
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Iteration 95Q: 15 clusters Score -7.555074e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 25256 members 
Mstep: Class 5 contains 17037 members 
Mstep: Class 6 contains 72069 members 
Mstep: Class 9 contains 69337 members 
Mstep: Class 10 contains 70687 members 
Mstep: Class 11 contains 73637 members 
Mstep: Class 12 contains 66467 members 
Mstep: Class 13 contains 72132 members 
Mstep: Class 14 contains 40198 members 
Mstep: Class 16 contains 37937 members 
Mstep: Class 17 contains 66549 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2161 members 
Entering Unmasked Estep 
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Iteration 96Q: 15 clusters Score -7.555116e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 24308 members 
Mstep: Class 5 contains 17197 members 
Mstep: Class 6 contains 72095 members 
Mstep: Class 9 contains 69051 members 
Mstep: Class 10 contains 70601 members 
Mstep: Class 11 contains 74785 members 
Mstep: Class 12 contains 66472 members 
Mstep: Class 13 contains 72146 members 
Mstep: Class 14 contains 40188 members 
Mstep: Class 16 contains 37972 members 
Mstep: Class 17 contains 66501 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2187 members 
Entering Unmasked Estep 
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Iteration 97Q: 15 clusters Score -7.555137e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 23338 members 
Mstep: Class 5 contains 17371 members 
Mstep: Class 6 contains 72087 members 
Mstep: Class 9 contains 68801 members 
Mstep: Class 10 contains 70587 members 
Mstep: Class 11 contains 75988 members 
Mstep: Class 12 contains 66400 members 
Mstep: Class 13 contains 72071 members 
Mstep: Class 14 contains 40186 members 
Mstep: Class 16 contains 38013 members 
Mstep: Class 17 contains 66494 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2201 members 
Entering Unmasked Estep 
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Iteration 98Q: 15 clusters Score -7.555202e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 22394 members 
Mstep: Class 5 contains 17592 members 
Mstep: Class 6 contains 72070 members 
Mstep: Class 9 contains 68441 members 
Mstep: Class 10 contains 70599 members 
Mstep: Class 11 contains 77084 members 
Mstep: Class 12 contains 66325 members 
Mstep: Class 13 contains 72047 members 
Mstep: Class 14 contains 40177 members 
Mstep: Class 16 contains 38094 members 
Mstep: Class 17 contains 66524 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2240 members 
Entering Unmasked Estep 
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Iteration 99Q: 15 clusters Score -7.555201e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 21446 members 
Mstep: Class 5 contains 17820 members 
Mstep: Class 6 contains 72076 members 
Mstep: Class 9 contains 68128 members 
Mstep: Class 10 contains 70658 members 
Mstep: Class 11 contains 78129 members 
Mstep: Class 12 contains 66257 members 
Mstep: Class 13 contains 72007 members 
Mstep: Class 14 contains 40146 members 
Mstep: Class 16 contains 38189 members 
Mstep: Class 17 contains 66513 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2271 members 
Entering Unmasked Estep 
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Iteration 100F: 15 clusters Score -7.555214e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 20464 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 72061 members 
Mstep: Class 9 contains 67805 members 
Mstep: Class 10 contains 70711 members 
Mstep: Class 11 contains 79240 members 
Mstep: Class 12 contains 66194 members 
Mstep: Class 13 contains 71972 members 
Mstep: Class 14 contains 40117 members 
Mstep: Class 16 contains 38265 members 
Mstep: Class 17 contains 66512 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 2305 members 
Entering Unmasked Estep 
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Iteration 101Q: 15 clusters Score -7.555234e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 19519 members 
Mstep: Class 5 contains 18309 members 
Mstep: Class 6 contains 72089 members 
Mstep: Class 9 contains 67329 members 
Mstep: Class 10 contains 70853 members 
Mstep: Class 11 contains 80250 members 
Mstep: Class 12 contains 66185 members 
Mstep: Class 13 contains 71954 members 
Mstep: Class 14 contains 40094 members 
Mstep: Class 16 contains 38358 members 
Mstep: Class 17 contains 66503 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 2328 members 
Entering Unmasked Estep 
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Iteration 102Q: 15 clusters Score -7.555264e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 18656 members 
Mstep: Class 5 contains 18575 members 
Mstep: Class 6 contains 72109 members 
Mstep: Class 9 contains 66622 members 
Mstep: Class 10 contains 71086 members 
Mstep: Class 11 contains 81282 members 
Mstep: Class 12 contains 66249 members 
Mstep: Class 13 contains 71931 members 
Mstep: Class 14 contains 40103 members 
Mstep: Class 16 contains 38413 members 
Mstep: Class 17 contains 66469 members 
Mstep: Class 21 contains 683 members 
Mstep: Class 22 contains 2351 members 
Entering Unmasked Estep 
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Iteration 103Q: 15 clusters Score -7.555322e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 17934 members 
Mstep: Class 5 contains 18809 members 
Mstep: Class 6 contains 72188 members 
Mstep: Class 9 contains 65874 members 
Mstep: Class 10 contains 71383 members 
Mstep: Class 11 contains 82135 members 
Mstep: Class 12 contains 66304 members 
Mstep: Class 13 contains 71876 members 
Mstep: Class 14 contains 40107 members 
Mstep: Class 16 contains 38476 members 
Mstep: Class 17 contains 66448 members 
Mstep: Class 21 contains 682 members 
Mstep: Class 22 contains 2375 members 
Entering Unmasked Estep 
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Iteration 104Q: 15 clusters Score -7.555338e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 17310 members 
Mstep: Class 5 contains 19038 members 
Mstep: Class 6 contains 72274 members 
Mstep: Class 9 contains 65069 members 
Mstep: Class 10 contains 71654 members 
Mstep: Class 11 contains 82911 members 
Mstep: Class 12 contains 66418 members 
Mstep: Class 13 contains 71863 members 
Mstep: Class 14 contains 40141 members 
Mstep: Class 16 contains 38520 members 
Mstep: Class 17 contains 66390 members 
Mstep: Class 21 contains 682 members 
Mstep: Class 22 contains 2391 members 
Entering Unmasked Estep 
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Iteration 105Q: 15 clusters Score -7.555324e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 16795 members 
Mstep: Class 5 contains 19264 members 
Mstep: Class 6 contains 72346 members 
Mstep: Class 9 contains 64206 members 
Mstep: Class 10 contains 71907 members 
Mstep: Class 11 contains 83632 members 
Mstep: Class 12 contains 66554 members 
Mstep: Class 13 contains 71901 members 
Mstep: Class 14 contains 40193 members 
Mstep: Class 16 contains 38543 members 
Mstep: Class 17 contains 66310 members 
Mstep: Class 21 contains 683 members 
Mstep: Class 22 contains 2408 members 
Entering Unmasked Estep 
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Iteration 106Q: 15 clusters Score -7.555323e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 16328 members 
Mstep: Class 5 contains 19505 members 
Mstep: Class 6 contains 72458 members 
Mstep: Class 9 contains 63324 members 
Mstep: Class 10 contains 72205 members 
Mstep: Class 11 contains 84156 members 
Mstep: Class 12 contains 66782 members 
Mstep: Class 13 contains 71959 members 
Mstep: Class 14 contains 40252 members 
Mstep: Class 16 contains 38564 members 
Mstep: Class 17 contains 66188 members 
Mstep: Class 21 contains 683 members 
Mstep: Class 22 contains 2410 members 
Entering Unmasked Estep 
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Iteration 107Q: 15 clusters Score -7.555317e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 15962 members 
Mstep: Class 5 contains 19738 members 
Mstep: Class 6 contains 72542 members 
Mstep: Class 9 contains 62404 members 
Mstep: Class 10 contains 72532 members 
Mstep: Class 11 contains 84615 members 
Mstep: Class 12 contains 67045 members 
Mstep: Class 13 contains 72062 members 
Mstep: Class 14 contains 40281 members 
Mstep: Class 16 contains 38580 members 
Mstep: Class 17 contains 66040 members 
Mstep: Class 21 contains 682 members 
Mstep: Class 22 contains 2403 members 
Entering Unmasked Estep 
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Iteration 108Q: 15 clusters Score -7.555295e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 15677 members 
Mstep: Class 5 contains 19951 members 
Mstep: Class 6 contains 72621 members 
Mstep: Class 9 contains 61517 members 
Mstep: Class 10 contains 72844 members 
Mstep: Class 11 contains 84912 members 
Mstep: Class 12 contains 67309 members 
Mstep: Class 13 contains 72226 members 
Mstep: Class 14 contains 40306 members 
Mstep: Class 16 contains 38610 members 
Mstep: Class 17 contains 65904 members 
Mstep: Class 21 contains 683 members 
Mstep: Class 22 contains 2396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75552848.000000 Penalty: 30347.412109
Iteration 109Q: 15 clusters Score -7.555285e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 15442 members 
Mstep: Class 5 contains 20140 members 
Mstep: Class 6 contains 72716 members 
Mstep: Class 9 contains 60759 members 
Mstep: Class 10 contains 73116 members 
Mstep: Class 11 contains 85014 members 
Mstep: Class 12 contains 67596 members 
Mstep: Class 13 contains 72422 members 
Mstep: Class 14 contains 40342 members 
Mstep: Class 16 contains 38636 members 
Mstep: Class 17 contains 65767 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75552584.000000 Penalty: 30347.412109
Iteration 110Q: 15 clusters Score -7.555258e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 15219 members 
Mstep: Class 5 contains 20299 members 
Mstep: Class 6 contains 72821 members 
Mstep: Class 9 contains 60106 members 
Mstep: Class 10 contains 73407 members 
Mstep: Class 11 contains 85104 members 
Mstep: Class 12 contains 67882 members 
Mstep: Class 13 contains 72571 members 
Mstep: Class 14 contains 40394 members 
Mstep: Class 16 contains 38671 members 
Mstep: Class 17 contains 65545 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75552600.000000 Penalty: 30347.412109
Iteration 111Q: 15 clusters Score -7.55526e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 15044 members 
Mstep: Class 5 contains 20459 members 
Mstep: Class 6 contains 72919 members 
Mstep: Class 9 contains 59532 members 
Mstep: Class 10 contains 73611 members 
Mstep: Class 11 contains 85076 members 
Mstep: Class 12 contains 68196 members 
Mstep: Class 13 contains 72725 members 
Mstep: Class 14 contains 40447 members 
Mstep: Class 16 contains 38702 members 
Mstep: Class 17 contains 65362 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75552568.000000 Penalty: 30347.412109
Iteration 112Q: 15 clusters Score -7.555257e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 14898 members 
Mstep: Class 5 contains 20615 members 
Mstep: Class 6 contains 73002 members 
Mstep: Class 9 contains 58994 members 
Mstep: Class 10 contains 73803 members 
Mstep: Class 11 contains 85070 members 
Mstep: Class 12 contains 68524 members 
Mstep: Class 13 contains 72846 members 
Mstep: Class 14 contains 40498 members 
Mstep: Class 16 contains 38734 members 
Mstep: Class 17 contains 65150 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75552600.000000 Penalty: 30347.412109
Iteration 113Q: 15 clusters Score -7.55526e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 14784 members 
Mstep: Class 5 contains 20788 members 
Mstep: Class 6 contains 73092 members 
Mstep: Class 9 contains 58501 members 
Mstep: Class 10 contains 73991 members 
Mstep: Class 11 contains 85019 members 
Mstep: Class 12 contains 68783 members 
Mstep: Class 13 contains 72985 members 
Mstep: Class 14 contains 40540 members 
Mstep: Class 16 contains 38768 members 
Mstep: Class 17 contains 64942 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 2380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75552432.000000 Penalty: 30347.412109
Iteration 114Q: 15 clusters Score -7.555243e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 14717 members 
Mstep: Class 5 contains 20970 members 
Mstep: Class 6 contains 73188 members 
Mstep: Class 9 contains 58022 members 
Mstep: Class 10 contains 74165 members 
Mstep: Class 11 contains 84985 members 
Mstep: Class 12 contains 68989 members 
Mstep: Class 13 contains 73150 members 
Mstep: Class 14 contains 40602 members 
Mstep: Class 16 contains 38790 members 
Mstep: Class 17 contains 64703 members 
Mstep: Class 21 contains 689 members 
Mstep: Class 22 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75552384.000000 Penalty: 30347.412109
Iteration 115Q: 15 clusters Score -7.555238e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 14703 members 
Mstep: Class 5 contains 21157 members 
Mstep: Class 6 contains 73279 members 
Mstep: Class 9 contains 57550 members 
Mstep: Class 10 contains 74403 members 
Mstep: Class 11 contains 84878 members 
Mstep: Class 12 contains 69169 members 
Mstep: Class 13 contains 73358 members 
Mstep: Class 14 contains 40653 members 
Mstep: Class 16 contains 38815 members 
Mstep: Class 17 contains 64421 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75552648.000000 Penalty: 30347.412109
Iteration 116Q: 15 clusters Score -7.555265e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 14679 members 
Mstep: Class 5 contains 21308 members 
Mstep: Class 6 contains 73369 members 
Mstep: Class 9 contains 57219 members 
Mstep: Class 10 contains 74691 members 
Mstep: Class 11 contains 84697 members 
Mstep: Class 12 contains 69307 members 
Mstep: Class 13 contains 73565 members 
Mstep: Class 14 contains 40716 members 
Mstep: Class 16 contains 38830 members 
Mstep: Class 17 contains 64084 members 
Mstep: Class 21 contains 687 members 
Mstep: Class 22 contains 2386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75552552.000000 Penalty: 30347.412109
Iteration 117Q: 15 clusters Score -7.555255e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 14656 members 
Mstep: Class 5 contains 21462 members 
Mstep: Class 6 contains 73465 members 
Mstep: Class 9 contains 56955 members 
Mstep: Class 10 contains 74920 members 
Mstep: Class 11 contains 84490 members 
Mstep: Class 12 contains 69503 members 
Mstep: Class 13 contains 73755 members 
Mstep: Class 14 contains 40773 members 
Mstep: Class 16 contains 38837 members 
Mstep: Class 17 contains 63736 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 2389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75552344.000000 Penalty: 30347.412109
Iteration 118Q: 15 clusters Score -7.555234e+07 nChanged 3581
Entering ConstructFrom: 
Score: -75552344.000000 Penalty: 30347.412109
Entering ConstructFrom: 
Trying to split cluster 1 (5545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Entering Unmasked Estep 
Score: -644188.562500 Penalty: 1400.855957
	Iteration 0F: 2 clusters Score -644188.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -639900.437500 Penalty: 2801.711914
	Iteration 0F: 3 clusters Score -639900.4 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -641403.812500 Penalty: 2801.711914
	Iteration 1F: 3 clusters Score -641403.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -642106.812500 Penalty: 2801.711914
	Iteration 2F: 3 clusters Score -642106.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -642943.375000 Penalty: 2801.711914
	Iteration 3F: 3 clusters Score -642943.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -643536.000000 Penalty: 2801.711914
	Iteration 4F: 3 clusters Score -643536 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -643889.750000 Penalty: 2801.711914
	Iteration 5F: 3 clusters Score -643889.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -644053.625000 Penalty: 2801.711914
	Iteration 6Q: 3 clusters Score -644053.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -644101.500000 Penalty: 2801.711914
	Iteration 7Q: 3 clusters Score -644101.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -644122.562500 Penalty: 2801.711914
	Iteration 8Q: 3 clusters Score -644122.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -644129.750000 Penalty: 2801.711914
	Iteration 9Q: 3 clusters Score -644129.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -644137.687500 Penalty: 2801.711914
	Iteration 10Q: 3 clusters Score -644137.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -644141.375000 Penalty: 2801.711914
	Iteration 11Q: 3 clusters Score -644141.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -644146.375000 Penalty: 2801.711914
	Iteration 12Q: 3 clusters Score -644146.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -644145.375000 Penalty: 2801.711914
	Iteration 13Q: 3 clusters Score -644145.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -644147.187500 Penalty: 2801.711914
	Iteration 14Q: 3 clusters Score -644147.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -644148.250000 Penalty: 2801.711914
	Iteration 15Q: 3 clusters Score -644148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -644148.687500 Penalty: 2801.711914
	Iteration 16Q: 3 clusters Score -644148.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -644148.687500 Penalty: 2801.711914
	Iteration 17F: 3 clusters Score -644148.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Entering Unmasked Estep 
Score: -1810599.250000 Penalty: 1558.831543
	Iteration 0F: 2 clusters Score -1810599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1800429.000000 Penalty: 3117.663086
	Iteration 0F: 3 clusters Score -1800429 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1803910.750000 Penalty: 3117.663086
	Iteration 1F: 3 clusters Score -1803911 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1804194.875000 Penalty: 3117.663086
	Iteration 2F: 3 clusters Score -1804195 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1804449.000000 Penalty: 3117.663086
	Iteration 3Q: 3 clusters Score -1804449 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1804649.875000 Penalty: 3117.663086
	Iteration 4Q: 3 clusters Score -1804650 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1804840.500000 Penalty: 3117.663086
	Iteration 5Q: 3 clusters Score -1804840 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1805077.000000 Penalty: 3117.663086
	Iteration 6Q: 3 clusters Score -1805077 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1805367.500000 Penalty: 3117.663086
	Iteration 7Q: 3 clusters Score -1805368 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1805796.000000 Penalty: 3117.663086
	Iteration 8F: 3 clusters Score -1805796 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1806410.125000 Penalty: 3117.663086
	Iteration 9F: 3 clusters Score -1806410 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1807119.000000 Penalty: 3117.663086
	Iteration 10F: 3 clusters Score -1807119 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1807790.500000 Penalty: 3117.663086
	Iteration 11F: 3 clusters Score -1807790 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1808347.125000 Penalty: 3117.663086
	Iteration 12Q: 3 clusters Score -1808347 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1808701.500000 Penalty: 3117.663086
	Iteration 13Q: 3 clusters Score -1808702 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1808944.000000 Penalty: 3117.663086
	Iteration 14Q: 3 clusters Score -1808944 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1809060.750000 Penalty: 3117.663086
	Iteration 15Q: 3 clusters Score -1809061 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1809126.500000 Penalty: 3117.663086
	Iteration 16Q: 3 clusters Score -1809126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1809163.125000 Penalty: 3117.663086
	Iteration 17Q: 3 clusters Score -1809163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1809183.750000 Penalty: 3117.663086
	Iteration 18Q: 3 clusters Score -1809184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1809203.125000 Penalty: 3117.663086
	Iteration 19Q: 3 clusters Score -1809203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1809217.125000 Penalty: 3117.663086
	Iteration 20F: 3 clusters Score -1809217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1809220.875000 Penalty: 3117.663086
	Iteration 21Q: 3 clusters Score -1809221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1809223.125000 Penalty: 3117.663086
	Iteration 22Q: 3 clusters Score -1809223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1809223.125000 Penalty: 3117.663086
	Iteration 23F: 3 clusters Score -1809223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Entering Unmasked Estep 
Score: -2607915.250000 Penalty: 1621.958252
	Iteration 0F: 2 clusters Score -2607915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2593269.750000 Penalty: 3243.916504
	Iteration 0F: 3 clusters Score -2593270 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2598525.750000 Penalty: 3243.916504
	Iteration 1F: 3 clusters Score -2598526 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2598842.500000 Penalty: 3243.916504
	Iteration 2Q: 3 clusters Score -2598842 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2599100.500000 Penalty: 3243.916504
	Iteration 3Q: 3 clusters Score -2599100 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2599344.000000 Penalty: 3243.916504
	Iteration 4Q: 3 clusters Score -2599344 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2599649.000000 Penalty: 3243.916504
	Iteration 5Q: 3 clusters Score -2599649 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2600035.250000 Penalty: 3243.916504
	Iteration 6Q: 3 clusters Score -2600035 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2600583.000000 Penalty: 3243.916504
	Iteration 7Q: 3 clusters Score -2600583 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2601423.250000 Penalty: 3243.916504
	Iteration 8F: 3 clusters Score -2601423 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2602521.000000 Penalty: 3243.916504
	Iteration 9F: 3 clusters Score -2602521 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2603746.000000 Penalty: 3243.916504
	Iteration 10F: 3 clusters Score -2603746 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2604881.750000 Penalty: 3243.916504
	Iteration 11F: 3 clusters Score -2604882 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2605667.500000 Penalty: 3243.916504
	Iteration 12Q: 3 clusters Score -2605668 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2606106.750000 Penalty: 3243.916504
	Iteration 13Q: 3 clusters Score -2606107 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2606279.250000 Penalty: 3243.916504
	Iteration 14Q: 3 clusters Score -2606279 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2606379.500000 Penalty: 3243.916504
	Iteration 15Q: 3 clusters Score -2606380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2606425.250000 Penalty: 3243.916504
	Iteration 16Q: 3 clusters Score -2606425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2606450.750000 Penalty: 3243.916504
	Iteration 17Q: 3 clusters Score -2606451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2606464.250000 Penalty: 3243.916504
	Iteration 18Q: 3 clusters Score -2606464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2606470.000000 Penalty: 3243.916504
	Iteration 19Q: 3 clusters Score -2606470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2606476.000000 Penalty: 3243.916504
	Iteration 20F: 3 clusters Score -2606476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2606475.000000 Penalty: 3243.916504
	Iteration 21Q: 3 clusters Score -2606475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2606475.750000 Penalty: 3243.916504
	Iteration 22Q: 3 clusters Score -2606476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2606476.250000 Penalty: 3243.916504
	Iteration 23Q: 3 clusters Score -2606476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2606476.250000 Penalty: 3243.916504
	Iteration 24F: 3 clusters Score -2606476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (73551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73551 members 
Entering Unmasked Estep 
Score: -9144857.000000 Penalty: 1820.931763
	Iteration 0F: 2 clusters Score -9144857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -9096986.000000 Penalty: 3641.863525
	Iteration 0F: 3 clusters Score -9096986 nChanged 34913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -9117273.000000 Penalty: 3641.863525
	Iteration 1F: 3 clusters Score -9117273 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -9118658.000000 Penalty: 3641.863525
	Iteration 2Q: 3 clusters Score -9118658 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -9120948.000000 Penalty: 3641.863525
	Iteration 3F: 3 clusters Score -9120948 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -9124577.000000 Penalty: 3641.863525
	Iteration 4F: 3 clusters Score -9124577 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -9129678.000000 Penalty: 3641.863525
	Iteration 5F: 3 clusters Score -9129678 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -9135147.000000 Penalty: 3641.863525
	Iteration 6F: 3 clusters Score -9135147 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -9138965.000000 Penalty: 3641.863525
	Iteration 7F: 3 clusters Score -9138965 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 67413 members 
Entering Unmasked Estep 
Score: -9141157.000000 Penalty: 3641.863525
	Iteration 8Q: 3 clusters Score -9141157 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -9142143.000000 Penalty: 3641.863525
	Iteration 9Q: 3 clusters Score -9142143 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -9142549.000000 Penalty: 3641.863525
	Iteration 10Q: 3 clusters Score -9142549 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -9142787.000000 Penalty: 3641.863525
	Iteration 11Q: 3 clusters Score -9142787 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -9142983.000000 Penalty: 3641.863525
	Iteration 12Q: 3 clusters Score -9142983 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 70582 members 
Entering Unmasked Estep 
Score: -9143120.000000 Penalty: 3641.863525
	Iteration 13Q: 3 clusters Score -9143120 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 70915 members 
Entering Unmasked Estep 
Score: -9143254.000000 Penalty: 3641.863525
	Iteration 14Q: 3 clusters Score -9143254 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -9143329.000000 Penalty: 3641.863525
	Iteration 15Q: 3 clusters Score -9143329 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
Score: -9143406.000000 Penalty: 3641.863525
	Iteration 16Q: 3 clusters Score -9143406 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -9143445.000000 Penalty: 3641.863525
	Iteration 17Q: 3 clusters Score -9143445 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -9143474.000000 Penalty: 3641.863525
	Iteration 18Q: 3 clusters Score -9143474 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 71878 members 
Entering Unmasked Estep 
Score: -9143525.000000 Penalty: 3641.863525
	Iteration 19Q: 3 clusters Score -9143525 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -9143581.000000 Penalty: 3641.863525
	Iteration 20F: 3 clusters Score -9143581 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -9143625.000000 Penalty: 3641.863525
	Iteration 21Q: 3 clusters Score -9143625 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -9143637.000000 Penalty: 3641.863525
	Iteration 22Q: 3 clusters Score -9143637 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -9143648.000000 Penalty: 3641.863525
	Iteration 23Q: 3 clusters Score -9143648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 72362 members 
Entering Unmasked Estep 
Score: -9143671.000000 Penalty: 3641.863525
	Iteration 24Q: 3 clusters Score -9143671 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
Score: -9143692.000000 Penalty: 3641.863525
	Iteration 25Q: 3 clusters Score -9143692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 72473 members 
Entering Unmasked Estep 
Score: -9143699.000000 Penalty: 3641.863525
	Iteration 26Q: 3 clusters Score -9143699 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 72513 members 
Entering Unmasked Estep 
Score: -9143699.000000 Penalty: 3641.863525
	Iteration 27Q: 3 clusters Score -9143699 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 72554 members 
Entering Unmasked Estep 
Score: -9143722.000000 Penalty: 3641.863525
	Iteration 28Q: 3 clusters Score -9143722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 72594 members 
Entering Unmasked Estep 
Score: -9143739.000000 Penalty: 3641.863525
	Iteration 29Q: 3 clusters Score -9143739 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 72631 members 
Entering Unmasked Estep 
Score: -9143768.000000 Penalty: 3641.863525
	Iteration 30Q: 3 clusters Score -9143768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
Score: -9143767.000000 Penalty: 3641.863525
	Iteration 31Q: 3 clusters Score -9143767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -9143772.000000 Penalty: 3641.863525
	Iteration 32Q: 3 clusters Score -9143772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -9143793.000000 Penalty: 3641.863525
	Iteration 33Q: 3 clusters Score -9143793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -9143805.000000 Penalty: 3641.863525
	Iteration 34Q: 3 clusters Score -9143805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -9143814.000000 Penalty: 3641.863525
	Iteration 35Q: 3 clusters Score -9143814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -9143809.000000 Penalty: 3641.863525
	Iteration 36Q: 3 clusters Score -9143809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 72807 members 
Entering Unmasked Estep 
Score: -9143818.000000 Penalty: 3641.863525
	Iteration 37Q: 3 clusters Score -9143818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 72817 members 
Entering Unmasked Estep 
Score: -9143817.000000 Penalty: 3641.863525
	Iteration 38Q: 3 clusters Score -9143817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 72824 members 
Entering Unmasked Estep 
Score: -9143823.000000 Penalty: 3641.863525
	Iteration 39Q: 3 clusters Score -9143823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -9143824.000000 Penalty: 3641.863525
	Iteration 40F: 3 clusters Score -9143824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -9143821.000000 Penalty: 3641.863525
	Iteration 41Q: 3 clusters Score -9143821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -9143836.000000 Penalty: 3641.863525
	Iteration 42Q: 3 clusters Score -9143836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 72839 members 
Entering Unmasked Estep 
Score: -9143834.000000 Penalty: 3641.863525
	Iteration 43Q: 3 clusters Score -9143834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -9143832.000000 Penalty: 3641.863525
	Iteration 44Q: 3 clusters Score -9143832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -9143836.000000 Penalty: 3641.863525
	Iteration 45Q: 3 clusters Score -9143836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 72847 members 
Entering Unmasked Estep 
Score: -9143838.000000 Penalty: 3641.863525
	Iteration 46Q: 3 clusters Score -9143838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 72849 members 
Entering Unmasked Estep 
Score: -9143838.000000 Penalty: 3641.863525
	Iteration 47Q: 3 clusters Score -9143838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -9143835.000000 Penalty: 3641.863525
	Iteration 48Q: 3 clusters Score -9143835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 72859 members 
Entering Unmasked Estep 
Score: -9143837.000000 Penalty: 3641.863525
	Iteration 49Q: 3 clusters Score -9143837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 72860 members 
Entering Unmasked Estep 
Score: -9143843.000000 Penalty: 3641.863525
	Iteration 50Q: 3 clusters Score -9143843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 72865 members 
Entering Unmasked Estep 
Score: -9143843.000000 Penalty: 3641.863525
	Iteration 51Q: 3 clusters Score -9143843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -9143838.000000 Penalty: 3641.863525
	Iteration 52Q: 3 clusters Score -9143838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -9143836.000000 Penalty: 3641.863525
	Iteration 53Q: 3 clusters Score -9143836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 72875 members 
Entering Unmasked Estep 
Score: -9143843.000000 Penalty: 3641.863525
	Iteration 54Q: 3 clusters Score -9143843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -9143846.000000 Penalty: 3641.863525
	Iteration 55Q: 3 clusters Score -9143846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -9143843.000000 Penalty: 3641.863525
	Iteration 56Q: 3 clusters Score -9143843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -9143845.000000 Penalty: 3641.863525
	Iteration 57Q: 3 clusters Score -9143845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 72888 members 
Entering Unmasked Estep 
Score: -9143841.000000 Penalty: 3641.863525
	Iteration 58Q: 3 clusters Score -9143841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 72888 members 
Entering Unmasked Estep 
Score: -9143841.000000 Penalty: 3641.863525
	Iteration 59F: 3 clusters Score -9143841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (56752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56752 members 
Entering Unmasked Estep 
Score: -7075451.000000 Penalty: 1778.797485
	Iteration 0F: 2 clusters Score -7075451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -7038311.000000 Penalty: 3557.594971
	Iteration 0F: 3 clusters Score -7038311 nChanged 26699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -7053896.000000 Penalty: 3557.594971
	Iteration 1F: 3 clusters Score -7053896 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -7054927.500000 Penalty: 3557.594971
	Iteration 2Q: 3 clusters Score -7054928 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -7056561.000000 Penalty: 3557.594971
	Iteration 3F: 3 clusters Score -7056561 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -7059005.000000 Penalty: 3557.594971
	Iteration 4F: 3 clusters Score -7059005 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -7062400.500000 Penalty: 3557.594971
	Iteration 5F: 3 clusters Score -7062400 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -7066493.500000 Penalty: 3557.594971
	Iteration 6F: 3 clusters Score -7066494 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -7069728.000000 Penalty: 3557.594971
	Iteration 7F: 3 clusters Score -7069728 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -7071321.500000 Penalty: 3557.594971
	Iteration 8Q: 3 clusters Score -7071322 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -7072101.000000 Penalty: 3557.594971
	Iteration 9Q: 3 clusters Score -7072101 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -7072614.000000 Penalty: 3557.594971
	Iteration 10Q: 3 clusters Score -7072614 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -7073068.500000 Penalty: 3557.594971
	Iteration 11Q: 3 clusters Score -7073068 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -7073317.500000 Penalty: 3557.594971
	Iteration 12Q: 3 clusters Score -7073318 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -7073558.500000 Penalty: 3557.594971
	Iteration 13Q: 3 clusters Score -7073558 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -7073714.000000 Penalty: 3557.594971
	Iteration 14Q: 3 clusters Score -7073714 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -7073899.500000 Penalty: 3557.594971
	Iteration 15Q: 3 clusters Score -7073900 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -7073983.500000 Penalty: 3557.594971
	Iteration 16Q: 3 clusters Score -7073984 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -7074022.000000 Penalty: 3557.594971
	Iteration 17Q: 3 clusters Score -7074022 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -7074127.000000 Penalty: 3557.594971
	Iteration 18Q: 3 clusters Score -7074127 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -7074211.500000 Penalty: 3557.594971
	Iteration 19Q: 3 clusters Score -7074212 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7074278.500000 Penalty: 3557.594971
	Iteration 20F: 3 clusters Score -7074278 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -7074286.000000 Penalty: 3557.594971
	Iteration 21Q: 3 clusters Score -7074286 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7074327.000000 Penalty: 3557.594971
	Iteration 22Q: 3 clusters Score -7074327 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55531 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7074359.000000 Penalty: 3557.594971
	Iteration 23Q: 3 clusters Score -7074359 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7074399.000000 Penalty: 3557.594971
	Iteration 24Q: 3 clusters Score -7074399 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7074401.000000 Penalty: 3557.594971
	Iteration 25Q: 3 clusters Score -7074401 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7074441.000000 Penalty: 3557.594971
	Iteration 26Q: 3 clusters Score -7074441 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7074444.500000 Penalty: 3557.594971
	Iteration 27Q: 3 clusters Score -7074444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7074448.000000 Penalty: 3557.594971
	Iteration 28Q: 3 clusters Score -7074448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7074446.000000 Penalty: 3557.594971
	Iteration 29Q: 3 clusters Score -7074446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55947 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7074435.500000 Penalty: 3557.594971
	Iteration 30Q: 3 clusters Score -7074436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7074442.000000 Penalty: 3557.594971
	Iteration 31Q: 3 clusters Score -7074442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55981 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7074440.000000 Penalty: 3557.594971
	Iteration 32Q: 3 clusters Score -7074440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7074442.500000 Penalty: 3557.594971
	Iteration 33Q: 3 clusters Score -7074442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7074445.500000 Penalty: 3557.594971
	Iteration 34Q: 3 clusters Score -7074446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7074442.500000 Penalty: 3557.594971
	Iteration 35Q: 3 clusters Score -7074442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56029 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7074445.500000 Penalty: 3557.594971
	Iteration 36Q: 3 clusters Score -7074446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7074439.500000 Penalty: 3557.594971
	Iteration 37Q: 3 clusters Score -7074440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7074443.000000 Penalty: 3557.594971
	Iteration 38Q: 3 clusters Score -7074443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7074445.000000 Penalty: 3557.594971
	Iteration 39Q: 3 clusters Score -7074445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7074447.000000 Penalty: 3557.594971
	Iteration 40F: 3 clusters Score -7074447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7074447.000000 Penalty: 3557.594971
	Iteration 41Q: 3 clusters Score -7074447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7074443.500000 Penalty: 3557.594971
	Iteration 42Q: 3 clusters Score -7074444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7074443.500000 Penalty: 3557.594971
	Iteration 43F: 3 clusters Score -7074444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (75122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75122 members 
Entering Unmasked Estep 
Score: -9288580.000000 Penalty: 1824.366211
	Iteration 0F: 2 clusters Score -9288580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -9239702.000000 Penalty: 3648.732422
	Iteration 0F: 3 clusters Score -9239702 nChanged 35485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -9259801.000000 Penalty: 3648.732422
	Iteration 1F: 3 clusters Score -9259801 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -9260244.000000 Penalty: 3648.732422
	Iteration 2Q: 3 clusters Score -9260244 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -9260862.000000 Penalty: 3648.732422
	Iteration 3Q: 3 clusters Score -9260862 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -9261957.000000 Penalty: 3648.732422
	Iteration 4Q: 3 clusters Score -9261957 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -9263931.000000 Penalty: 3648.732422
	Iteration 5F: 3 clusters Score -9263931 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -9267531.000000 Penalty: 3648.732422
	Iteration 6F: 3 clusters Score -9267531 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -9272730.000000 Penalty: 3648.732422
	Iteration 7F: 3 clusters Score -9272730 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 61891 members 
Entering Unmasked Estep 
Score: -9278411.000000 Penalty: 3648.732422
	Iteration 8F: 3 clusters Score -9278411 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 65008 members 
Entering Unmasked Estep 
Score: -9282883.000000 Penalty: 3648.732422
	Iteration 9F: 3 clusters Score -9282883 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 66211 members 
Entering Unmasked Estep 
Score: -9285268.000000 Penalty: 3648.732422
	Iteration 10Q: 3 clusters Score -9285268 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -9286176.000000 Penalty: 3648.732422
	Iteration 11Q: 3 clusters Score -9286176 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -9286600.000000 Penalty: 3648.732422
	Iteration 12Q: 3 clusters Score -9286600 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -9286874.000000 Penalty: 3648.732422
	Iteration 13Q: 3 clusters Score -9286874 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 67293 members 
Entering Unmasked Estep 
Score: -9287040.000000 Penalty: 3648.732422
	Iteration 14Q: 3 clusters Score -9287040 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -9287204.000000 Penalty: 3648.732422
	Iteration 15Q: 3 clusters Score -9287204 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 67667 members 
Entering Unmasked Estep 
Score: -9287321.000000 Penalty: 3648.732422
	Iteration 16Q: 3 clusters Score -9287321 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -9287397.000000 Penalty: 3648.732422
	Iteration 17Q: 3 clusters Score -9287397 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 68003 members 
Entering Unmasked Estep 
Score: -9287472.000000 Penalty: 3648.732422
	Iteration 18Q: 3 clusters Score -9287472 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 68148 members 
Entering Unmasked Estep 
Score: -9287518.000000 Penalty: 3648.732422
	Iteration 19Q: 3 clusters Score -9287518 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 68310 members 
Entering Unmasked Estep 
Score: -9287644.000000 Penalty: 3648.732422
	Iteration 20F: 3 clusters Score -9287644 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -9287718.000000 Penalty: 3648.732422
	Iteration 21Q: 3 clusters Score -9287718 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 68661 members 
Entering Unmasked Estep 
Score: -9287752.000000 Penalty: 3648.732422
	Iteration 22Q: 3 clusters Score -9287752 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -9287740.000000 Penalty: 3648.732422
	Iteration 23Q: 3 clusters Score -9287740 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -9287769.000000 Penalty: 3648.732422
	Iteration 24Q: 3 clusters Score -9287769 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -9287785.000000 Penalty: 3648.732422
	Iteration 25Q: 3 clusters Score -9287785 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 69321 members 
Entering Unmasked Estep 
Score: -9287827.000000 Penalty: 3648.732422
	Iteration 26Q: 3 clusters Score -9287827 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -9287877.000000 Penalty: 3648.732422
	Iteration 27Q: 3 clusters Score -9287877 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 69732 members 
Entering Unmasked Estep 
Score: -9287885.000000 Penalty: 3648.732422
	Iteration 28Q: 3 clusters Score -9287885 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -9287909.000000 Penalty: 3648.732422
	Iteration 29Q: 3 clusters Score -9287909 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 70165 members 
Entering Unmasked Estep 
Score: -9287919.000000 Penalty: 3648.732422
	Iteration 30Q: 3 clusters Score -9287919 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -9287939.000000 Penalty: 3648.732422
	Iteration 31Q: 3 clusters Score -9287939 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -9287906.000000 Penalty: 3648.732422
	Iteration 32Q: 3 clusters Score -9287906 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 70755 members 
Entering Unmasked Estep 
Score: -9287868.000000 Penalty: 3648.732422
	Iteration 33Q: 3 clusters Score -9287868 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -9287861.000000 Penalty: 3648.732422
	Iteration 34Q: 3 clusters Score -9287861 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 71144 members 
Entering Unmasked Estep 
Score: -9287832.000000 Penalty: 3648.732422
	Iteration 35Q: 3 clusters Score -9287832 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -9287819.000000 Penalty: 3648.732422
	Iteration 36Q: 3 clusters Score -9287819 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 71519 members 
Entering Unmasked Estep 
Score: -9287799.000000 Penalty: 3648.732422
	Iteration 37Q: 3 clusters Score -9287799 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 71691 members 
Entering Unmasked Estep 
Score: -9287810.000000 Penalty: 3648.732422
	Iteration 38Q: 3 clusters Score -9287810 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 71887 members 
Entering Unmasked Estep 
Score: -9287798.000000 Penalty: 3648.732422
	Iteration 39Q: 3 clusters Score -9287798 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 72069 members 
Entering Unmasked Estep 
Score: -9287795.000000 Penalty: 3648.732422
	Iteration 40F: 3 clusters Score -9287795 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 72259 members 
Entering Unmasked Estep 
Score: -9287731.000000 Penalty: 3648.732422
	Iteration 41Q: 3 clusters Score -9287731 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -9287709.000000 Penalty: 3648.732422
	Iteration 42Q: 3 clusters Score -9287709 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -9287675.000000 Penalty: 3648.732422
	Iteration 43Q: 3 clusters Score -9287675 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -9287619.000000 Penalty: 3648.732422
	Iteration 44Q: 3 clusters Score -9287619 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 72941 members 
Entering Unmasked Estep 
Score: -9287604.000000 Penalty: 3648.732422
	Iteration 45Q: 3 clusters Score -9287604 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 73095 members 
Entering Unmasked Estep 
Score: -9287604.000000 Penalty: 3648.732422
	Iteration 46Q: 3 clusters Score -9287604 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -9287557.000000 Penalty: 3648.732422
	Iteration 47Q: 3 clusters Score -9287557 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -9287537.000000 Penalty: 3648.732422
	Iteration 48Q: 3 clusters Score -9287537 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 73421 members 
Entering Unmasked Estep 
Score: -9287504.000000 Penalty: 3648.732422
	Iteration 49Q: 3 clusters Score -9287504 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 73503 members 
Entering Unmasked Estep 
Score: -9287479.000000 Penalty: 3648.732422
	Iteration 50Q: 3 clusters Score -9287479 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 73572 members 
Entering Unmasked Estep 
Score: -9287469.000000 Penalty: 3648.732422
	Iteration 51Q: 3 clusters Score -9287469 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -9287454.000000 Penalty: 3648.732422
	Iteration 52Q: 3 clusters Score -9287454 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 73695 members 
Entering Unmasked Estep 
Score: -9287462.000000 Penalty: 3648.732422
	Iteration 53Q: 3 clusters Score -9287462 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 73765 members 
Entering Unmasked Estep 
Score: -9287442.000000 Penalty: 3648.732422
	Iteration 54Q: 3 clusters Score -9287442 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 73842 members 
Entering Unmasked Estep 
Score: -9287428.000000 Penalty: 3648.732422
	Iteration 55Q: 3 clusters Score -9287428 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -9287410.000000 Penalty: 3648.732422
	Iteration 56Q: 3 clusters Score -9287410 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -9287401.000000 Penalty: 3648.732422
	Iteration 57Q: 3 clusters Score -9287401 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 74042 members 
Entering Unmasked Estep 
Score: -9287389.000000 Penalty: 3648.732422
	Iteration 58Q: 3 clusters Score -9287389 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 74087 members 
Entering Unmasked Estep 
Score: -9287396.000000 Penalty: 3648.732422
	Iteration 59Q: 3 clusters Score -9287396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 74130 members 
Entering Unmasked Estep 
Score: -9287392.000000 Penalty: 3648.732422
	Iteration 60F: 3 clusters Score -9287392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 74178 members 
Entering Unmasked Estep 
Score: -9287398.000000 Penalty: 3648.732422
	Iteration 61Q: 3 clusters Score -9287398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 74214 members 
Entering Unmasked Estep 
Score: -9287380.000000 Penalty: 3648.732422
	Iteration 62Q: 3 clusters Score -9287380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 74253 members 
Entering Unmasked Estep 
Score: -9287380.000000 Penalty: 3648.732422
	Iteration 63Q: 3 clusters Score -9287380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 74287 members 
Entering Unmasked Estep 
Score: -9287374.000000 Penalty: 3648.732422
	Iteration 64Q: 3 clusters Score -9287374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 74316 members 
Entering Unmasked Estep 
Score: -9287370.000000 Penalty: 3648.732422
	Iteration 65Q: 3 clusters Score -9287370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 74334 members 
Entering Unmasked Estep 
Score: -9287379.000000 Penalty: 3648.732422
	Iteration 66Q: 3 clusters Score -9287379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 74351 members 
Entering Unmasked Estep 
Score: -9287373.000000 Penalty: 3648.732422
	Iteration 67Q: 3 clusters Score -9287373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
Score: -9287360.000000 Penalty: 3648.732422
	Iteration 68Q: 3 clusters Score -9287360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 74379 members 
Entering Unmasked Estep 
Score: -9287356.000000 Penalty: 3648.732422
	Iteration 69Q: 3 clusters Score -9287356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 74391 members 
Entering Unmasked Estep 
Score: -9287367.000000 Penalty: 3648.732422
	Iteration 70Q: 3 clusters Score -9287367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -9287363.000000 Penalty: 3648.732422
	Iteration 71Q: 3 clusters Score -9287363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 74421 members 
Entering Unmasked Estep 
Score: -9287371.000000 Penalty: 3648.732422
	Iteration 72Q: 3 clusters Score -9287371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 74427 members 
Entering Unmasked Estep 
Score: -9287364.000000 Penalty: 3648.732422
	Iteration 73Q: 3 clusters Score -9287364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 74432 members 
Entering Unmasked Estep 
Score: -9287364.000000 Penalty: 3648.732422
	Iteration 74Q: 3 clusters Score -9287364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 74435 members 
Entering Unmasked Estep 
Score: -9287379.000000 Penalty: 3648.732422
	Iteration 75Q: 3 clusters Score -9287379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 74438 members 
Entering Unmasked Estep 
Score: -9287371.000000 Penalty: 3648.732422
	Iteration 76Q: 3 clusters Score -9287371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 74439 members 
Entering Unmasked Estep 
Score: -9287362.000000 Penalty: 3648.732422
	Iteration 77Q: 3 clusters Score -9287362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 74444 members 
Entering Unmasked Estep 
Score: -9287363.000000 Penalty: 3648.732422
	Iteration 78Q: 3 clusters Score -9287363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 74450 members 
Entering Unmasked Estep 
Score: -9287364.000000 Penalty: 3648.732422
	Iteration 79Q: 3 clusters Score -9287364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -9287371.000000 Penalty: 3648.732422
	Iteration 80F: 3 clusters Score -9287371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 74459 members 
Entering Unmasked Estep 
Score: -9287368.000000 Penalty: 3648.732422
	Iteration 81Q: 3 clusters Score -9287368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 74464 members 
Entering Unmasked Estep 
Score: -9287373.000000 Penalty: 3648.732422
	Iteration 82Q: 3 clusters Score -9287373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 74469 members 
Entering Unmasked Estep 
Score: -9287373.000000 Penalty: 3648.732422
	Iteration 83Q: 3 clusters Score -9287373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 74472 members 
Entering Unmasked Estep 
Score: -9287379.000000 Penalty: 3648.732422
	Iteration 84Q: 3 clusters Score -9287379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 74475 members 
Entering Unmasked Estep 
Score: -9287377.000000 Penalty: 3648.732422
	Iteration 85Q: 3 clusters Score -9287377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 74476 members 
Entering Unmasked Estep 
Score: -9287377.000000 Penalty: 3648.732422
	Iteration 86Q: 3 clusters Score -9287377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -9287376.000000 Penalty: 3648.732422
	Iteration 87Q: 3 clusters Score -9287376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 74480 members 
Entering Unmasked Estep 
Score: -9287375.000000 Penalty: 3648.732422
	Iteration 88Q: 3 clusters Score -9287375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 74481 members 
Entering Unmasked Estep 
Score: -9287375.000000 Penalty: 3648.732422
	Iteration 89Q: 3 clusters Score -9287375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 74482 members 
Entering Unmasked Estep 
Score: -9287376.000000 Penalty: 3648.732422
	Iteration 90Q: 3 clusters Score -9287376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 74482 members 
Entering Unmasked Estep 
Score: -9287376.000000 Penalty: 3648.732422
	Iteration 91F: 3 clusters Score -9287376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (84199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84199 members 
Entering Unmasked Estep 
Score: -10488052.000000 Penalty: 1842.902466
	Iteration 0F: 2 clusters Score -1.048805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -10435715.000000 Penalty: 3685.804932
	Iteration 0F: 3 clusters Score -1.043572e+07 nChanged 39955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -10458515.000000 Penalty: 3685.804932
	Iteration 1F: 3 clusters Score -1.045852e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -10459237.000000 Penalty: 3685.804932
	Iteration 2Q: 3 clusters Score -1.045924e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -10460353.000000 Penalty: 3685.804932
	Iteration 3Q: 3 clusters Score -1.046035e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -10461832.000000 Penalty: 3685.804932
	Iteration 4Q: 3 clusters Score -1.046183e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -10464048.000000 Penalty: 3685.804932
	Iteration 5F: 3 clusters Score -1.046405e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -10467340.000000 Penalty: 3685.804932
	Iteration 6F: 3 clusters Score -1.046734e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -10472179.000000 Penalty: 3685.804932
	Iteration 7F: 3 clusters Score -1.047218e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -10477286.000000 Penalty: 3685.804932
	Iteration 8F: 3 clusters Score -1.047729e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -10480132.000000 Penalty: 3685.804932
	Iteration 9F: 3 clusters Score -1.048013e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -10481396.000000 Penalty: 3685.804932
	Iteration 10Q: 3 clusters Score -1.04814e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -10482082.000000 Penalty: 3685.804932
	Iteration 11Q: 3 clusters Score -1.048208e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -10482751.000000 Penalty: 3685.804932
	Iteration 12Q: 3 clusters Score -1.048275e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65333 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -10483528.000000 Penalty: 3685.804932
	Iteration 13Q: 3 clusters Score -1.048353e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -10484202.000000 Penalty: 3685.804932
	Iteration 14Q: 3 clusters Score -1.04842e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69658 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -10484877.000000 Penalty: 3685.804932
	Iteration 15Q: 3 clusters Score -1.048488e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71779 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -10485465.000000 Penalty: 3685.804932
	Iteration 16Q: 3 clusters Score -1.048546e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -10485974.000000 Penalty: 3685.804932
	Iteration 17Q: 3 clusters Score -1.048597e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -10486394.000000 Penalty: 3685.804932
	Iteration 18Q: 3 clusters Score -1.048639e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77857 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -10486744.000000 Penalty: 3685.804932
	Iteration 19Q: 3 clusters Score -1.048674e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79493 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -10487051.000000 Penalty: 3685.804932
	Iteration 20F: 3 clusters Score -1.048705e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80802 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -10487247.000000 Penalty: 3685.804932
	Iteration 21Q: 3 clusters Score -1.048725e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -10487311.000000 Penalty: 3685.804932
	Iteration 22Q: 3 clusters Score -1.048731e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -10487313.000000 Penalty: 3685.804932
	Iteration 23Q: 3 clusters Score -1.048731e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82731 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -10487308.000000 Penalty: 3685.804932
	Iteration 24Q: 3 clusters Score -1.048731e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83001 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -10487273.000000 Penalty: 3685.804932
	Iteration 25Q: 3 clusters Score -1.048727e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -10487225.000000 Penalty: 3685.804932
	Iteration 26Q: 3 clusters Score -1.048722e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83299 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10487184.000000 Penalty: 3685.804932
	Iteration 27Q: 3 clusters Score -1.048718e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83381 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -10487125.000000 Penalty: 3685.804932
	Iteration 28Q: 3 clusters Score -1.048712e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10487085.000000 Penalty: 3685.804932
	Iteration 29Q: 3 clusters Score -1.048708e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83501 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -10487077.000000 Penalty: 3685.804932
	Iteration 30Q: 3 clusters Score -1.048708e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83537 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -10487052.000000 Penalty: 3685.804932
	Iteration 31Q: 3 clusters Score -1.048705e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83561 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -10487066.000000 Penalty: 3685.804932
	Iteration 32Q: 3 clusters Score -1.048707e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83581 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10487047.000000 Penalty: 3685.804932
	Iteration 33Q: 3 clusters Score -1.048705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83590 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -10487054.000000 Penalty: 3685.804932
	Iteration 34Q: 3 clusters Score -1.048705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83601 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10487064.000000 Penalty: 3685.804932
	Iteration 35Q: 3 clusters Score -1.048706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83610 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10487054.000000 Penalty: 3685.804932
	Iteration 36Q: 3 clusters Score -1.048705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83617 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10487059.000000 Penalty: 3685.804932
	Iteration 37Q: 3 clusters Score -1.048706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83625 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10487048.000000 Penalty: 3685.804932
	Iteration 38Q: 3 clusters Score -1.048705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83631 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10487042.000000 Penalty: 3685.804932
	Iteration 39Q: 3 clusters Score -1.048704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83642 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10487036.000000 Penalty: 3685.804932
	Iteration 40F: 3 clusters Score -1.048704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -10487042.000000 Penalty: 3685.804932
	Iteration 41Q: 3 clusters Score -1.048704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83658 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10487047.000000 Penalty: 3685.804932
	Iteration 42Q: 3 clusters Score -1.048705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83665 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10487034.000000 Penalty: 3685.804932
	Iteration 43Q: 3 clusters Score -1.048703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83671 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10487038.000000 Penalty: 3685.804932
	Iteration 44Q: 3 clusters Score -1.048704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10487031.000000 Penalty: 3685.804932
	Iteration 45Q: 3 clusters Score -1.048703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83693 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10487034.000000 Penalty: 3685.804932
	Iteration 46Q: 3 clusters Score -1.048703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10487037.000000 Penalty: 3685.804932
	Iteration 47Q: 3 clusters Score -1.048704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83697 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10487033.000000 Penalty: 3685.804932
	Iteration 48Q: 3 clusters Score -1.048703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83698 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10487026.000000 Penalty: 3685.804932
	Iteration 49Q: 3 clusters Score -1.048703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83698 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10487026.000000 Penalty: 3685.804932
	Iteration 50F: 3 clusters Score -1.048703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69667 members 
Entering Unmasked Estep 
Score: -8677161.000000 Penalty: 1812.115723
	Iteration 0F: 2 clusters Score -8677161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -8631573.000000 Penalty: 3624.231445
	Iteration 0F: 3 clusters Score -8631573 nChanged 33127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -8650715.000000 Penalty: 3624.231445
	Iteration 1F: 3 clusters Score -8650715 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -8651415.000000 Penalty: 3624.231445
	Iteration 2Q: 3 clusters Score -8651415 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -8652283.000000 Penalty: 3624.231445
	Iteration 3Q: 3 clusters Score -8652283 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -8653697.000000 Penalty: 3624.231445
	Iteration 4Q: 3 clusters Score -8653697 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -8655428.000000 Penalty: 3624.231445
	Iteration 5Q: 3 clusters Score -8655428 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -8657419.000000 Penalty: 3624.231445
	Iteration 6F: 3 clusters Score -8657419 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -8659599.000000 Penalty: 3624.231445
	Iteration 7F: 3 clusters Score -8659599 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -8661952.000000 Penalty: 3624.231445
	Iteration 8F: 3 clusters Score -8661952 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -8664244.000000 Penalty: 3624.231445
	Iteration 9F: 3 clusters Score -8664244 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -8666235.000000 Penalty: 3624.231445
	Iteration 10Q: 3 clusters Score -8666235 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -8667568.000000 Penalty: 3624.231445
	Iteration 11Q: 3 clusters Score -8667568 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -8668237.000000 Penalty: 3624.231445
	Iteration 12Q: 3 clusters Score -8668237 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -8668653.000000 Penalty: 3624.231445
	Iteration 13Q: 3 clusters Score -8668653 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -8668944.000000 Penalty: 3624.231445
	Iteration 14Q: 3 clusters Score -8668944 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -8669197.000000 Penalty: 3624.231445
	Iteration 15Q: 3 clusters Score -8669197 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -8669359.000000 Penalty: 3624.231445
	Iteration 16Q: 3 clusters Score -8669359 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -8669595.000000 Penalty: 3624.231445
	Iteration 17Q: 3 clusters Score -8669595 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -8669781.000000 Penalty: 3624.231445
	Iteration 18Q: 3 clusters Score -8669781 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -8669904.000000 Penalty: 3624.231445
	Iteration 19Q: 3 clusters Score -8669904 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -8670069.000000 Penalty: 3624.231445
	Iteration 20F: 3 clusters Score -8670069 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -8670192.000000 Penalty: 3624.231445
	Iteration 21Q: 3 clusters Score -8670192 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -8670299.000000 Penalty: 3624.231445
	Iteration 22Q: 3 clusters Score -8670299 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -8670354.000000 Penalty: 3624.231445
	Iteration 23Q: 3 clusters Score -8670354 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -8670416.000000 Penalty: 3624.231445
	Iteration 24Q: 3 clusters Score -8670416 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -8670512.000000 Penalty: 3624.231445
	Iteration 25Q: 3 clusters Score -8670512 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -8670602.000000 Penalty: 3624.231445
	Iteration 26Q: 3 clusters Score -8670602 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -8670719.000000 Penalty: 3624.231445
	Iteration 27Q: 3 clusters Score -8670719 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -8670802.000000 Penalty: 3624.231445
	Iteration 28Q: 3 clusters Score -8670802 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -8670847.000000 Penalty: 3624.231445
	Iteration 29Q: 3 clusters Score -8670847 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -8670870.000000 Penalty: 3624.231445
	Iteration 30Q: 3 clusters Score -8670870 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -8670927.000000 Penalty: 3624.231445
	Iteration 31Q: 3 clusters Score -8670927 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -8670975.000000 Penalty: 3624.231445
	Iteration 32Q: 3 clusters Score -8670975 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -8671071.000000 Penalty: 3624.231445
	Iteration 33Q: 3 clusters Score -8671071 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -8671106.000000 Penalty: 3624.231445
	Iteration 34Q: 3 clusters Score -8671106 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 53257 members 
Entering Unmasked Estep 
Score: -8671112.000000 Penalty: 3624.231445
	Iteration 35Q: 3 clusters Score -8671112 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -8671176.000000 Penalty: 3624.231445
	Iteration 36Q: 3 clusters Score -8671176 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -8671251.000000 Penalty: 3624.231445
	Iteration 37Q: 3 clusters Score -8671251 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -8671303.000000 Penalty: 3624.231445
	Iteration 38Q: 3 clusters Score -8671303 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -8671364.000000 Penalty: 3624.231445
	Iteration 39Q: 3 clusters Score -8671364 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -8671450.000000 Penalty: 3624.231445
	Iteration 40F: 3 clusters Score -8671450 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -8671587.000000 Penalty: 3624.231445
	Iteration 41Q: 3 clusters Score -8671587 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -8671701.000000 Penalty: 3624.231445
	Iteration 42Q: 3 clusters Score -8671701 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -8671798.000000 Penalty: 3624.231445
	Iteration 43Q: 3 clusters Score -8671798 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 57498 members 
Entering Unmasked Estep 
Score: -8671957.000000 Penalty: 3624.231445
	Iteration 44Q: 3 clusters Score -8671957 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
Score: -8672059.000000 Penalty: 3624.231445
	Iteration 45Q: 3 clusters Score -8672059 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -8672241.000000 Penalty: 3624.231445
	Iteration 46Q: 3 clusters Score -8672241 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 59311 members 
Entering Unmasked Estep 
Score: -8672389.000000 Penalty: 3624.231445
	Iteration 47Q: 3 clusters Score -8672389 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -8672613.000000 Penalty: 3624.231445
	Iteration 48Q: 3 clusters Score -8672613 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
Score: -8672796.000000 Penalty: 3624.231445
	Iteration 49Q: 3 clusters Score -8672796 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -8673010.000000 Penalty: 3624.231445
	Iteration 50Q: 3 clusters Score -8673010 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -8673185.000000 Penalty: 3624.231445
	Iteration 51Q: 3 clusters Score -8673185 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -8673438.000000 Penalty: 3624.231445
	Iteration 52Q: 3 clusters Score -8673438 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 63173 members 
Entering Unmasked Estep 
Score: -8673664.000000 Penalty: 3624.231445
	Iteration 53Q: 3 clusters Score -8673664 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -8673826.000000 Penalty: 3624.231445
	Iteration 54Q: 3 clusters Score -8673826 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -8674034.000000 Penalty: 3624.231445
	Iteration 55Q: 3 clusters Score -8674034 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 64851 members 
Entering Unmasked Estep 
Score: -8674217.000000 Penalty: 3624.231445
	Iteration 56Q: 3 clusters Score -8674217 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 65338 members 
Entering Unmasked Estep 
Score: -8674374.000000 Penalty: 3624.231445
	Iteration 57Q: 3 clusters Score -8674374 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -8674533.000000 Penalty: 3624.231445
	Iteration 58Q: 3 clusters Score -8674533 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -8674673.000000 Penalty: 3624.231445
	Iteration 59Q: 3 clusters Score -8674673 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 66466 members 
Entering Unmasked Estep 
Score: -8674788.000000 Penalty: 3624.231445
	Iteration 60F: 3 clusters Score -8674788 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 66766 members 
Entering Unmasked Estep 
Score: -8674904.000000 Penalty: 3624.231445
	Iteration 61Q: 3 clusters Score -8674904 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8674989 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 67216 members 
Entering Unmasked Estep 
Score: -8675054.000000 Penalty: 3624.231445
	Iteration 63Q: 3 clusters Score -8675054 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 67412 members 
Entering Unmasked Estep 
Score: -8675143.000000 Penalty: 3624.231445
	Iteration 64Q: 3 clusters Score -8675143 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 67594 members 
Entering Unmasked Estep 
Score: -8675214.000000 Penalty: 3624.231445
	Iteration 65Q: 3 clusters Score -8675214 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -8675284.000000 Penalty: 3624.231445
	Iteration 66Q: 3 clusters Score -8675284 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -8675326.000000 Penalty: 3624.231445
	Iteration 67Q: 3 clusters Score -8675326 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 67998 members 
Entering Unmasked Estep 
Score: -8675341.000000 Penalty: 3624.231445
	Iteration 68Q: 3 clusters Score -8675341 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 68079 members 
Entering Unmasked Estep 
Score: -8675350.000000 Penalty: 3624.231445
	Iteration 69Q: 3 clusters Score -8675350 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 68157 members 
Entering Unmasked Estep 
Score: -8675380.000000 Penalty: 3624.231445
	Iteration 70Q: 3 clusters Score -8675380 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 68214 members 
Entering Unmasked Estep 
Score: -8675401.000000 Penalty: 3624.231445
	Iteration 71Q: 3 clusters Score -8675401 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 68260 members 
Entering Unmasked Estep 
Score: -8675415.000000 Penalty: 3624.231445
	Iteration 72Q: 3 clusters Score -8675415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -8675439.000000 Penalty: 3624.231445
	Iteration 73Q: 3 clusters Score -8675439 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 68344 members 
Entering Unmasked Estep 
Score: -8675451.000000 Penalty: 3624.231445
	Iteration 74Q: 3 clusters Score -8675451 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -8675462.000000 Penalty: 3624.231445
	Iteration 75Q: 3 clusters Score -8675462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 68429 members 
Entering Unmasked Estep 
Score: -8675481.000000 Penalty: 3624.231445
	Iteration 76Q: 3 clusters Score -8675481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
Score: -8675492.000000 Penalty: 3624.231445
	Iteration 77Q: 3 clusters Score -8675492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 68467 members 
Entering Unmasked Estep 
Score: -8675494.000000 Penalty: 3624.231445
	Iteration 78Q: 3 clusters Score -8675494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -8675498.000000 Penalty: 3624.231445
	Iteration 79Q: 3 clusters Score -8675498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 68502 members 
Entering Unmasked Estep 
Score: -8675508.000000 Penalty: 3624.231445
	Iteration 80F: 3 clusters Score -8675508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -8675514.000000 Penalty: 3624.231445
	Iteration 81Q: 3 clusters Score -8675514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 68523 members 
Entering Unmasked Estep 
Score: -8675521.000000 Penalty: 3624.231445
	Iteration 82Q: 3 clusters Score -8675521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 68530 members 
Entering Unmasked Estep 
Score: -8675524.000000 Penalty: 3624.231445
	Iteration 83Q: 3 clusters Score -8675524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -8675527.000000 Penalty: 3624.231445
	Iteration 84Q: 3 clusters Score -8675527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 68554 members 
Entering Unmasked Estep 
Score: -8675525.000000 Penalty: 3624.231445
	Iteration 85Q: 3 clusters Score -8675525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 68565 members 
Entering Unmasked Estep 
Score: -8675532.000000 Penalty: 3624.231445
	Iteration 86Q: 3 clusters Score -8675532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 68570 members 
Entering Unmasked Estep 
Score: -8675541.000000 Penalty: 3624.231445
	Iteration 87Q: 3 clusters Score -8675541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 68579 members 
Entering Unmasked Estep 
Score: -8675547.000000 Penalty: 3624.231445
	Iteration 88Q: 3 clusters Score -8675547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -8675549.000000 Penalty: 3624.231445
	Iteration 89Q: 3 clusters Score -8675549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 68595 members 
Entering Unmasked Estep 
Score: -8675562.000000 Penalty: 3624.231445
	Iteration 90Q: 3 clusters Score -8675562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 68598 members 
Entering Unmasked Estep 
Score: -8675556.000000 Penalty: 3624.231445
	Iteration 91Q: 3 clusters Score -8675556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -8675559.000000 Penalty: 3624.231445
	Iteration 92Q: 3 clusters Score -8675559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -8675555.000000 Penalty: 3624.231445
	Iteration 93Q: 3 clusters Score -8675555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -8675573.000000 Penalty: 3624.231445
	Iteration 94Q: 3 clusters Score -8675573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -8675564.000000 Penalty: 3624.231445
	Iteration 95Q: 3 clusters Score -8675564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8675564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -8675567.000000 Penalty: 3624.231445
	Iteration 97Q: 3 clusters Score -8675567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 68649 members 
Entering Unmasked Estep 
Score: -8675572.000000 Penalty: 3624.231445
	Iteration 98Q: 3 clusters Score -8675572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -8675576.000000 Penalty: 3624.231445
	Iteration 99Q: 3 clusters Score -8675576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -8675584.000000 Penalty: 3624.231445
	Iteration 100F: 3 clusters Score -8675584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
Score: -8675597.000000 Penalty: 3624.231445
	Iteration 101Q: 3 clusters Score -8675597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 68679 members 
Entering Unmasked Estep 
Score: -8675595.000000 Penalty: 3624.231445
	Iteration 102Q: 3 clusters Score -8675595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -8675607.000000 Penalty: 3624.231445
	Iteration 103Q: 3 clusters Score -8675607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 68692 members 
Entering Unmasked Estep 
Score: -8675609.000000 Penalty: 3624.231445
	Iteration 104Q: 3 clusters Score -8675609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 68696 members 
Entering Unmasked Estep 
Score: -8675606.000000 Penalty: 3624.231445
	Iteration 105Q: 3 clusters Score -8675606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -8675608.000000 Penalty: 3624.231445
	Iteration 106Q: 3 clusters Score -8675608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -8675607.000000 Penalty: 3624.231445
	Iteration 107Q: 3 clusters Score -8675607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -8675612.000000 Penalty: 3624.231445
	Iteration 108Q: 3 clusters Score -8675612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 68709 members 
Entering Unmasked Estep 
Score: -8675611.000000 Penalty: 3624.231445
	Iteration 109Q: 3 clusters Score -8675611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 68710 members 
Entering Unmasked Estep 
Score: -8675612.000000 Penalty: 3624.231445
	Iteration 110Q: 3 clusters Score -8675612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 68710 members 
Entering Unmasked Estep 
Score: -8675611.000000 Penalty: 3624.231445
	Iteration 111Q: 3 clusters Score -8675611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 68710 members 
Entering Unmasked Estep 
Score: -8675611.000000 Penalty: 3624.231445
	Iteration 112F: 3 clusters Score -8675611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (73947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73947 members 
Entering Unmasked Estep 
Score: -9139320.000000 Penalty: 1821.804321
	Iteration 0F: 2 clusters Score -9139320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -9091252.000000 Penalty: 3643.608643
	Iteration 0F: 3 clusters Score -9091252 nChanged 35097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -9111577.000000 Penalty: 3643.608643
	Iteration 1F: 3 clusters Score -9111577 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -9112260.000000 Penalty: 3643.608643
	Iteration 2Q: 3 clusters Score -9112260 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -9113241.000000 Penalty: 3643.608643
	Iteration 3Q: 3 clusters Score -9113241 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -9114477.000000 Penalty: 3643.608643
	Iteration 4Q: 3 clusters Score -9114477 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -9115939.000000 Penalty: 3643.608643
	Iteration 5Q: 3 clusters Score -9115939 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -9117716.000000 Penalty: 3643.608643
	Iteration 6F: 3 clusters Score -9117716 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -9119972.000000 Penalty: 3643.608643
	Iteration 7F: 3 clusters Score -9119972 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -9122795.000000 Penalty: 3643.608643
	Iteration 8F: 3 clusters Score -9122795 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -9125966.000000 Penalty: 3643.608643
	Iteration 9F: 3 clusters Score -9125966 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -9128832.000000 Penalty: 3643.608643
	Iteration 10F: 3 clusters Score -9128832 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -9130969.000000 Penalty: 3643.608643
	Iteration 11Q: 3 clusters Score -9130969 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -9132198.000000 Penalty: 3643.608643
	Iteration 12Q: 3 clusters Score -9132198 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -9132928.000000 Penalty: 3643.608643
	Iteration 13Q: 3 clusters Score -9132928 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -9133348.000000 Penalty: 3643.608643
	Iteration 14Q: 3 clusters Score -9133348 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -9133751.000000 Penalty: 3643.608643
	Iteration 15Q: 3 clusters Score -9133751 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -9134040.000000 Penalty: 3643.608643
	Iteration 16Q: 3 clusters Score -9134040 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56086 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -9134302.000000 Penalty: 3643.608643
	Iteration 17Q: 3 clusters Score -9134302 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -9134528.000000 Penalty: 3643.608643
	Iteration 18Q: 3 clusters Score -9134528 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58371 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -9134788.000000 Penalty: 3643.608643
	Iteration 19Q: 3 clusters Score -9134788 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59550 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -9135089.000000 Penalty: 3643.608643
	Iteration 20F: 3 clusters Score -9135089 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -9135385.000000 Penalty: 3643.608643
	Iteration 21Q: 3 clusters Score -9135385 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -9135634.000000 Penalty: 3643.608643
	Iteration 22Q: 3 clusters Score -9135634 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -9135820.000000 Penalty: 3643.608643
	Iteration 23Q: 3 clusters Score -9135820 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -9136075.000000 Penalty: 3643.608643
	Iteration 24Q: 3 clusters Score -9136075 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -9136322.000000 Penalty: 3643.608643
	Iteration 25Q: 3 clusters Score -9136322 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65643 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -9136592.000000 Penalty: 3643.608643
	Iteration 26Q: 3 clusters Score -9136592 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -9136824.000000 Penalty: 3643.608643
	Iteration 27Q: 3 clusters Score -9136824 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67287 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -9136970.000000 Penalty: 3643.608643
	Iteration 28Q: 3 clusters Score -9136970 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -9137214.000000 Penalty: 3643.608643
	Iteration 29Q: 3 clusters Score -9137214 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -9137395.000000 Penalty: 3643.608643
	Iteration 30Q: 3 clusters Score -9137395 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69193 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -9137456.000000 Penalty: 3643.608643
	Iteration 31Q: 3 clusters Score -9137456 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69672 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -9137570.000000 Penalty: 3643.608643
	Iteration 32Q: 3 clusters Score -9137570 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -9137688.000000 Penalty: 3643.608643
	Iteration 33Q: 3 clusters Score -9137688 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70592 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -9137748.000000 Penalty: 3643.608643
	Iteration 34Q: 3 clusters Score -9137748 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70995 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -9137785.000000 Penalty: 3643.608643
	Iteration 35Q: 3 clusters Score -9137785 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71346 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -9137886.000000 Penalty: 3643.608643
	Iteration 36Q: 3 clusters Score -9137886 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71626 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -9137921.000000 Penalty: 3643.608643
	Iteration 37Q: 3 clusters Score -9137921 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71894 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -9138024.000000 Penalty: 3643.608643
	Iteration 38Q: 3 clusters Score -9138024 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -9138055.000000 Penalty: 3643.608643
	Iteration 39Q: 3 clusters Score -9138055 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72318 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -9138096.000000 Penalty: 3643.608643
	Iteration 40F: 3 clusters Score -9138096 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72481 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -9138128.000000 Penalty: 3643.608643
	Iteration 41Q: 3 clusters Score -9138128 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -9138134.000000 Penalty: 3643.608643
	Iteration 42Q: 3 clusters Score -9138134 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9138161.000000 Penalty: 3643.608643
	Iteration 43Q: 3 clusters Score -9138161 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72789 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9138163.000000 Penalty: 3643.608643
	Iteration 44Q: 3 clusters Score -9138163 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72883 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9138177.000000 Penalty: 3643.608643
	Iteration 45Q: 3 clusters Score -9138177 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -9138185.000000 Penalty: 3643.608643
	Iteration 46Q: 3 clusters Score -9138185 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9138196.000000 Penalty: 3643.608643
	Iteration 47Q: 3 clusters Score -9138196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9138219.000000 Penalty: 3643.608643
	Iteration 48Q: 3 clusters Score -9138219 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73118 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9138221.000000 Penalty: 3643.608643
	Iteration 49Q: 3 clusters Score -9138221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9138234.000000 Penalty: 3643.608643
	Iteration 50Q: 3 clusters Score -9138234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73192 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9138241.000000 Penalty: 3643.608643
	Iteration 51Q: 3 clusters Score -9138241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9138244.000000 Penalty: 3643.608643
	Iteration 52Q: 3 clusters Score -9138244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9138242.000000 Penalty: 3643.608643
	Iteration 53Q: 3 clusters Score -9138242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73262 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9138244.000000 Penalty: 3643.608643
	Iteration 54Q: 3 clusters Score -9138244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73284 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9138245.000000 Penalty: 3643.608643
	Iteration 55Q: 3 clusters Score -9138245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9138259.000000 Penalty: 3643.608643
	Iteration 56Q: 3 clusters Score -9138259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9138254.000000 Penalty: 3643.608643
	Iteration 57Q: 3 clusters Score -9138254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9138254.000000 Penalty: 3643.608643
	Iteration 58Q: 3 clusters Score -9138254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9138261.000000 Penalty: 3643.608643
	Iteration 59Q: 3 clusters Score -9138261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73336 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9138260.000000 Penalty: 3643.608643
	Iteration 60F: 3 clusters Score -9138260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73342 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9138262.000000 Penalty: 3643.608643
	Iteration 61Q: 3 clusters Score -9138262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9138263.000000 Penalty: 3643.608643
	Iteration 62Q: 3 clusters Score -9138263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73352 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9138267.000000 Penalty: 3643.608643
	Iteration 63Q: 3 clusters Score -9138267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73355 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9138268.000000 Penalty: 3643.608643
	Iteration 64Q: 3 clusters Score -9138268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73358 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9138279.000000 Penalty: 3643.608643
	Iteration 65Q: 3 clusters Score -9138279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73362 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9138278.000000 Penalty: 3643.608643
	Iteration 66Q: 3 clusters Score -9138278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9138284.000000 Penalty: 3643.608643
	Iteration 67Q: 3 clusters Score -9138284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73374 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9138285.000000 Penalty: 3643.608643
	Iteration 68Q: 3 clusters Score -9138285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73378 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9138284.000000 Penalty: 3643.608643
	Iteration 69Q: 3 clusters Score -9138284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73382 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9138284.000000 Penalty: 3643.608643
	Iteration 70Q: 3 clusters Score -9138284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73383 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9138292.000000 Penalty: 3643.608643
	Iteration 71Q: 3 clusters Score -9138292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73385 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9138297.000000 Penalty: 3643.608643
	Iteration 72Q: 3 clusters Score -9138297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9138305.000000 Penalty: 3643.608643
	Iteration 73Q: 3 clusters Score -9138305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73382 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9138312.000000 Penalty: 3643.608643
	Iteration 74Q: 3 clusters Score -9138312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73390 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9138322.000000 Penalty: 3643.608643
	Iteration 75Q: 3 clusters Score -9138322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73398 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9138322.000000 Penalty: 3643.608643
	Iteration 76Q: 3 clusters Score -9138322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73402 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9138321.000000 Penalty: 3643.608643
	Iteration 77Q: 3 clusters Score -9138321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73402 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9138334.000000 Penalty: 3643.608643
	Iteration 78Q: 3 clusters Score -9138334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9138352.000000 Penalty: 3643.608643
	Iteration 79Q: 3 clusters Score -9138352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9138361.000000 Penalty: 3643.608643
	Iteration 80F: 3 clusters Score -9138361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73430 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9138362.000000 Penalty: 3643.608643
	Iteration 81Q: 3 clusters Score -9138362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73441 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9138366.000000 Penalty: 3643.608643
	Iteration 82Q: 3 clusters Score -9138366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73444 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9138368.000000 Penalty: 3643.608643
	Iteration 83Q: 3 clusters Score -9138368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9138361.000000 Penalty: 3643.608643
	Iteration 84Q: 3 clusters Score -9138361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73448 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9138363.000000 Penalty: 3643.608643
	Iteration 85Q: 3 clusters Score -9138363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73448 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9138363.000000 Penalty: 3643.608643
	Iteration 86F: 3 clusters Score -9138363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Entering Unmasked Estep 
Score: -5073602.000000 Penalty: 1725.258667
	Iteration 0F: 2 clusters Score -5073602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -5046144.000000 Penalty: 3450.517334
	Iteration 0F: 3 clusters Score -5046144 nChanged 19110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -5057060.000000 Penalty: 3450.517334
	Iteration 1F: 3 clusters Score -5057060 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -5057699.500000 Penalty: 3450.517334
	Iteration 2Q: 3 clusters Score -5057700 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -5058651.000000 Penalty: 3450.517334
	Iteration 3Q: 3 clusters Score -5058651 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -5059829.500000 Penalty: 3450.517334
	Iteration 4F: 3 clusters Score -5059830 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -5061414.000000 Penalty: 3450.517334
	Iteration 5F: 3 clusters Score -5061414 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -5063422.500000 Penalty: 3450.517334
	Iteration 6F: 3 clusters Score -5063422 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -5065500.000000 Penalty: 3450.517334
	Iteration 7F: 3 clusters Score -5065500 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -5066902.000000 Penalty: 3450.517334
	Iteration 8F: 3 clusters Score -5066902 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -5067601.500000 Penalty: 3450.517334
	Iteration 9Q: 3 clusters Score -5067602 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -5067879.000000 Penalty: 3450.517334
	Iteration 10Q: 3 clusters Score -5067879 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -5068161.500000 Penalty: 3450.517334
	Iteration 11Q: 3 clusters Score -5068162 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -5068378.000000 Penalty: 3450.517334
	Iteration 12Q: 3 clusters Score -5068378 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -5068585.500000 Penalty: 3450.517334
	Iteration 13Q: 3 clusters Score -5068586 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -5068769.500000 Penalty: 3450.517334
	Iteration 14Q: 3 clusters Score -5068770 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -5068973.000000 Penalty: 3450.517334
	Iteration 15Q: 3 clusters Score -5068973 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -5069174.000000 Penalty: 3450.517334
	Iteration 16Q: 3 clusters Score -5069174 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -5069349.000000 Penalty: 3450.517334
	Iteration 17Q: 3 clusters Score -5069349 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -5069535.000000 Penalty: 3450.517334
	Iteration 18Q: 3 clusters Score -5069535 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -5069739.500000 Penalty: 3450.517334
	Iteration 19Q: 3 clusters Score -5069740 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -5069911.000000 Penalty: 3450.517334
	Iteration 20F: 3 clusters Score -5069911 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -5070128.000000 Penalty: 3450.517334
	Iteration 21Q: 3 clusters Score -5070128 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -5070284.500000 Penalty: 3450.517334
	Iteration 22Q: 3 clusters Score -5070284 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -5070401.500000 Penalty: 3450.517334
	Iteration 23Q: 3 clusters Score -5070402 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -5070537.000000 Penalty: 3450.517334
	Iteration 24Q: 3 clusters Score -5070537 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -5070669.500000 Penalty: 3450.517334
	Iteration 25Q: 3 clusters Score -5070670 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -5070782.000000 Penalty: 3450.517334
	Iteration 26Q: 3 clusters Score -5070782 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -5070907.500000 Penalty: 3450.517334
	Iteration 27Q: 3 clusters Score -5070908 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -5071032.000000 Penalty: 3450.517334
	Iteration 28Q: 3 clusters Score -5071032 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -5071141.500000 Penalty: 3450.517334
	Iteration 29Q: 3 clusters Score -5071142 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -5071244.500000 Penalty: 3450.517334
	Iteration 30Q: 3 clusters Score -5071244 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -5071356.500000 Penalty: 3450.517334
	Iteration 31Q: 3 clusters Score -5071356 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -5071419.000000 Penalty: 3450.517334
	Iteration 32Q: 3 clusters Score -5071419 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -5071486.500000 Penalty: 3450.517334
	Iteration 33Q: 3 clusters Score -5071486 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -5071539.000000 Penalty: 3450.517334
	Iteration 34Q: 3 clusters Score -5071539 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -5071599.000000 Penalty: 3450.517334
	Iteration 35Q: 3 clusters Score -5071599 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -5071639.500000 Penalty: 3450.517334
	Iteration 36Q: 3 clusters Score -5071640 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -5071692.500000 Penalty: 3450.517334
	Iteration 37Q: 3 clusters Score -5071692 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -5071732.000000 Penalty: 3450.517334
	Iteration 38Q: 3 clusters Score -5071732 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -5071766.000000 Penalty: 3450.517334
	Iteration 39Q: 3 clusters Score -5071766 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -5071810.500000 Penalty: 3450.517334
	Iteration 40F: 3 clusters Score -5071810 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -5071861.000000 Penalty: 3450.517334
	Iteration 41Q: 3 clusters Score -5071861 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -5071903.000000 Penalty: 3450.517334
	Iteration 42Q: 3 clusters Score -5071903 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -5071950.000000 Penalty: 3450.517334
	Iteration 43Q: 3 clusters Score -5071950 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -5071984.500000 Penalty: 3450.517334
	Iteration 44Q: 3 clusters Score -5071984 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -5072006.000000 Penalty: 3450.517334
	Iteration 45Q: 3 clusters Score -5072006 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -5072029.000000 Penalty: 3450.517334
	Iteration 46Q: 3 clusters Score -5072029 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -5072048.500000 Penalty: 3450.517334
	Iteration 47Q: 3 clusters Score -5072048 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -5072066.000000 Penalty: 3450.517334
	Iteration 48Q: 3 clusters Score -5072066 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -5072084.000000 Penalty: 3450.517334
	Iteration 49Q: 3 clusters Score -5072084 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -5072108.000000 Penalty: 3450.517334
	Iteration 50Q: 3 clusters Score -5072108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -5072112.000000 Penalty: 3450.517334
	Iteration 51Q: 3 clusters Score -5072112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -5072125.000000 Penalty: 3450.517334
	Iteration 52Q: 3 clusters Score -5072125 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -5072113.000000 Penalty: 3450.517334
	Iteration 53Q: 3 clusters Score -5072113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -5072122.000000 Penalty: 3450.517334
	Iteration 54Q: 3 clusters Score -5072122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -5072137.500000 Penalty: 3450.517334
	Iteration 55Q: 3 clusters Score -5072138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -5072143.500000 Penalty: 3450.517334
	Iteration 56Q: 3 clusters Score -5072144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -5072157.000000 Penalty: 3450.517334
	Iteration 57Q: 3 clusters Score -5072157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -5072167.500000 Penalty: 3450.517334
	Iteration 58Q: 3 clusters Score -5072168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -5072167.500000 Penalty: 3450.517334
	Iteration 59Q: 3 clusters Score -5072168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -5072182.000000 Penalty: 3450.517334
	Iteration 60F: 3 clusters Score -5072182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -5072207.000000 Penalty: 3450.517334
	Iteration 61Q: 3 clusters Score -5072207 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -5072213.500000 Penalty: 3450.517334
	Iteration 62Q: 3 clusters Score -5072214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -5072229.500000 Penalty: 3450.517334
	Iteration 63Q: 3 clusters Score -5072230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -5072233.500000 Penalty: 3450.517334
	Iteration 64Q: 3 clusters Score -5072234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -5072233.500000 Penalty: 3450.517334
	Iteration 65Q: 3 clusters Score -5072234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -5072253.500000 Penalty: 3450.517334
	Iteration 66Q: 3 clusters Score -5072254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -5072256.000000 Penalty: 3450.517334
	Iteration 67Q: 3 clusters Score -5072256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -5072257.000000 Penalty: 3450.517334
	Iteration 68Q: 3 clusters Score -5072257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -5072256.500000 Penalty: 3450.517334
	Iteration 69Q: 3 clusters Score -5072256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -5072258.500000 Penalty: 3450.517334
	Iteration 70Q: 3 clusters Score -5072258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -5072261.500000 Penalty: 3450.517334
	Iteration 71Q: 3 clusters Score -5072262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -5072264.500000 Penalty: 3450.517334
	Iteration 72Q: 3 clusters Score -5072264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -5072265.000000 Penalty: 3450.517334
	Iteration 73Q: 3 clusters Score -5072265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -5072264.000000 Penalty: 3450.517334
	Iteration 74Q: 3 clusters Score -5072264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -5072267.000000 Penalty: 3450.517334
	Iteration 75Q: 3 clusters Score -5072267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -5072268.500000 Penalty: 3450.517334
	Iteration 76Q: 3 clusters Score -5072268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -5072273.500000 Penalty: 3450.517334
	Iteration 77Q: 3 clusters Score -5072274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -5072269.500000 Penalty: 3450.517334
	Iteration 78Q: 3 clusters Score -5072270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -5072265.500000 Penalty: 3450.517334
	Iteration 79Q: 3 clusters Score -5072266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -5072267.500000 Penalty: 3450.517334
	Iteration 80F: 3 clusters Score -5072268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -5072270.000000 Penalty: 3450.517334
	Iteration 81Q: 3 clusters Score -5072270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -5072268.000000 Penalty: 3450.517334
	Iteration 82Q: 3 clusters Score -5072268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -5072268.000000 Penalty: 3450.517334
	Iteration 83F: 3 clusters Score -5072268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Entering Unmasked Estep 
Score: -4832238.000000 Penalty: 1717.304810
	Iteration 0F: 2 clusters Score -4832238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -4806278.500000 Penalty: 3434.609619
	Iteration 0F: 3 clusters Score -4806278 nChanged 18162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -4816528.000000 Penalty: 3434.609619
	Iteration 1F: 3 clusters Score -4816528 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -4817157.500000 Penalty: 3434.609619
	Iteration 2Q: 3 clusters Score -4817158 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -4818009.500000 Penalty: 3434.609619
	Iteration 3Q: 3 clusters Score -4818010 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -4819322.500000 Penalty: 3434.609619
	Iteration 4F: 3 clusters Score -4819322 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -4821084.000000 Penalty: 3434.609619
	Iteration 5F: 3 clusters Score -4821084 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -4823489.500000 Penalty: 3434.609619
	Iteration 6F: 3 clusters Score -4823490 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -4825900.500000 Penalty: 3434.609619
	Iteration 7F: 3 clusters Score -4825900 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -4827853.000000 Penalty: 3434.609619
	Iteration 8F: 3 clusters Score -4827853 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -4829008.000000 Penalty: 3434.609619
	Iteration 9Q: 3 clusters Score -4829008 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -4829756.500000 Penalty: 3434.609619
	Iteration 10Q: 3 clusters Score -4829756 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -4830146.500000 Penalty: 3434.609619
	Iteration 11Q: 3 clusters Score -4830146 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4830370.500000 Penalty: 3434.609619
	Iteration 12Q: 3 clusters Score -4830370 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4830542.500000 Penalty: 3434.609619
	Iteration 13Q: 3 clusters Score -4830542 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4830637.000000 Penalty: 3434.609619
	Iteration 14Q: 3 clusters Score -4830637 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4830705.000000 Penalty: 3434.609619
	Iteration 15Q: 3 clusters Score -4830705 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4830774.000000 Penalty: 3434.609619
	Iteration 16Q: 3 clusters Score -4830774 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4830836.000000 Penalty: 3434.609619
	Iteration 17Q: 3 clusters Score -4830836 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4830874.500000 Penalty: 3434.609619
	Iteration 18Q: 3 clusters Score -4830874 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4830909.000000 Penalty: 3434.609619
	Iteration 19Q: 3 clusters Score -4830909 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4830919.000000 Penalty: 3434.609619
	Iteration 20F: 3 clusters Score -4830919 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4830945.000000 Penalty: 3434.609619
	Iteration 21Q: 3 clusters Score -4830945 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4830966.000000 Penalty: 3434.609619
	Iteration 22Q: 3 clusters Score -4830966 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4830985.000000 Penalty: 3434.609619
	Iteration 23Q: 3 clusters Score -4830985 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4831005.000000 Penalty: 3434.609619
	Iteration 24Q: 3 clusters Score -4831005 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4831018.000000 Penalty: 3434.609619
	Iteration 25Q: 3 clusters Score -4831018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4831028.500000 Penalty: 3434.609619
	Iteration 26Q: 3 clusters Score -4831028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4831030.500000 Penalty: 3434.609619
	Iteration 27Q: 3 clusters Score -4831030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4831047.000000 Penalty: 3434.609619
	Iteration 28Q: 3 clusters Score -4831047 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4831050.000000 Penalty: 3434.609619
	Iteration 29Q: 3 clusters Score -4831050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4831057.000000 Penalty: 3434.609619
	Iteration 30Q: 3 clusters Score -4831057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4831065.000000 Penalty: 3434.609619
	Iteration 31Q: 3 clusters Score -4831065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4831087.500000 Penalty: 3434.609619
	Iteration 32Q: 3 clusters Score -4831088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4831097.500000 Penalty: 3434.609619
	Iteration 33Q: 3 clusters Score -4831098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4831098.500000 Penalty: 3434.609619
	Iteration 34Q: 3 clusters Score -4831098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4831099.500000 Penalty: 3434.609619
	Iteration 35Q: 3 clusters Score -4831100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4831109.000000 Penalty: 3434.609619
	Iteration 36Q: 3 clusters Score -4831109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4831108.000000 Penalty: 3434.609619
	Iteration 37Q: 3 clusters Score -4831108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4831116.500000 Penalty: 3434.609619
	Iteration 38Q: 3 clusters Score -4831116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4831118.000000 Penalty: 3434.609619
	Iteration 39Q: 3 clusters Score -4831118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4831122.500000 Penalty: 3434.609619
	Iteration 40F: 3 clusters Score -4831122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4831120.500000 Penalty: 3434.609619
	Iteration 41Q: 3 clusters Score -4831120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4831115.500000 Penalty: 3434.609619
	Iteration 42Q: 3 clusters Score -4831116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4831120.500000 Penalty: 3434.609619
	Iteration 43Q: 3 clusters Score -4831120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4831123.500000 Penalty: 3434.609619
	Iteration 44Q: 3 clusters Score -4831124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4831123.500000 Penalty: 3434.609619
	Iteration 45F: 3 clusters Score -4831124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (63420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63420 members 
Entering Unmasked Estep 
Score: -7855728.500000 Penalty: 1796.849365
	Iteration 0F: 2 clusters Score -7855728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -7813630.000000 Penalty: 3593.698730
	Iteration 0F: 3 clusters Score -7813630 nChanged 29979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -7830911.500000 Penalty: 3593.698730
	Iteration 1F: 3 clusters Score -7830912 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -7831683.500000 Penalty: 3593.698730
	Iteration 2Q: 3 clusters Score -7831684 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -7832794.500000 Penalty: 3593.698730
	Iteration 3Q: 3 clusters Score -7832794 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -7834401.500000 Penalty: 3593.698730
	Iteration 4Q: 3 clusters Score -7834402 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -7836813.500000 Penalty: 3593.698730
	Iteration 5F: 3 clusters Score -7836814 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -7840039.500000 Penalty: 3593.698730
	Iteration 6F: 3 clusters Score -7840040 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -7843654.500000 Penalty: 3593.698730
	Iteration 7F: 3 clusters Score -7843654 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -7847291.000000 Penalty: 3593.698730
	Iteration 8F: 3 clusters Score -7847291 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -7849506.500000 Penalty: 3593.698730
	Iteration 9F: 3 clusters Score -7849506 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -7850656.500000 Penalty: 3593.698730
	Iteration 10Q: 3 clusters Score -7850656 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -7851356.000000 Penalty: 3593.698730
	Iteration 11Q: 3 clusters Score -7851356 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -7851833.000000 Penalty: 3593.698730
	Iteration 12Q: 3 clusters Score -7851833 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -7852125.000000 Penalty: 3593.698730
	Iteration 13Q: 3 clusters Score -7852125 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -7852441.500000 Penalty: 3593.698730
	Iteration 14Q: 3 clusters Score -7852442 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -7852632.000000 Penalty: 3593.698730
	Iteration 15Q: 3 clusters Score -7852632 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -7852768.500000 Penalty: 3593.698730
	Iteration 16Q: 3 clusters Score -7852768 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -7852890.000000 Penalty: 3593.698730
	Iteration 17Q: 3 clusters Score -7852890 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -7852983.000000 Penalty: 3593.698730
	Iteration 18Q: 3 clusters Score -7852983 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -7853071.500000 Penalty: 3593.698730
	Iteration 19Q: 3 clusters Score -7853072 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -7853141.000000 Penalty: 3593.698730
	Iteration 20F: 3 clusters Score -7853141 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -7853178.500000 Penalty: 3593.698730
	Iteration 21Q: 3 clusters Score -7853178 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -7853283.000000 Penalty: 3593.698730
	Iteration 22Q: 3 clusters Score -7853283 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -7853343.000000 Penalty: 3593.698730
	Iteration 23Q: 3 clusters Score -7853343 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -7853405.000000 Penalty: 3593.698730
	Iteration 24Q: 3 clusters Score -7853405 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -7853489.000000 Penalty: 3593.698730
	Iteration 25Q: 3 clusters Score -7853489 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -7853525.000000 Penalty: 3593.698730
	Iteration 26Q: 3 clusters Score -7853525 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -7853600.500000 Penalty: 3593.698730
	Iteration 27Q: 3 clusters Score -7853600 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -7853619.500000 Penalty: 3593.698730
	Iteration 28Q: 3 clusters Score -7853620 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -7853670.000000 Penalty: 3593.698730
	Iteration 29Q: 3 clusters Score -7853670 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -7853689.000000 Penalty: 3593.698730
	Iteration 30Q: 3 clusters Score -7853689 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -7853720.500000 Penalty: 3593.698730
	Iteration 31Q: 3 clusters Score -7853720 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -7853775.500000 Penalty: 3593.698730
	Iteration 32Q: 3 clusters Score -7853776 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -7853799.000000 Penalty: 3593.698730
	Iteration 33Q: 3 clusters Score -7853799 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 55067 members 
Entering Unmasked Estep 
Score: -7853805.500000 Penalty: 3593.698730
	Iteration 34Q: 3 clusters Score -7853806 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -7853823.500000 Penalty: 3593.698730
	Iteration 35Q: 3 clusters Score -7853824 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -7853871.000000 Penalty: 3593.698730
	Iteration 36Q: 3 clusters Score -7853871 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -7853910.500000 Penalty: 3593.698730
	Iteration 37Q: 3 clusters Score -7853910 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -7853952.500000 Penalty: 3593.698730
	Iteration 38Q: 3 clusters Score -7853952 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 56136 members 
Entering Unmasked Estep 
Score: -7853988.000000 Penalty: 3593.698730
	Iteration 39Q: 3 clusters Score -7853988 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -7853993.500000 Penalty: 3593.698730
	Iteration 40F: 3 clusters Score -7853994 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -7854026.000000 Penalty: 3593.698730
	Iteration 41Q: 3 clusters Score -7854026 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -7854056.500000 Penalty: 3593.698730
	Iteration 42Q: 3 clusters Score -7854056 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -7854069.500000 Penalty: 3593.698730
	Iteration 43Q: 3 clusters Score -7854070 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -7854080.000000 Penalty: 3593.698730
	Iteration 44Q: 3 clusters Score -7854080 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -7854072.500000 Penalty: 3593.698730
	Iteration 45Q: 3 clusters Score -7854072 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -7854114.000000 Penalty: 3593.698730
	Iteration 46Q: 3 clusters Score -7854114 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -7854157.000000 Penalty: 3593.698730
	Iteration 47Q: 3 clusters Score -7854157 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 57707 members 
Entering Unmasked Estep 
Score: -7854193.000000 Penalty: 3593.698730
	Iteration 48Q: 3 clusters Score -7854193 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -7854232.000000 Penalty: 3593.698730
	Iteration 49Q: 3 clusters Score -7854232 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 58056 members 
Entering Unmasked Estep 
Score: -7854266.500000 Penalty: 3593.698730
	Iteration 50Q: 3 clusters Score -7854266 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 58197 members 
Entering Unmasked Estep 
Score: -7854258.500000 Penalty: 3593.698730
	Iteration 51Q: 3 clusters Score -7854258 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -7854280.500000 Penalty: 3593.698730
	Iteration 52Q: 3 clusters Score -7854280 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -7854307.000000 Penalty: 3593.698730
	Iteration 53Q: 3 clusters Score -7854307 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -7854333.500000 Penalty: 3593.698730
	Iteration 54Q: 3 clusters Score -7854334 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 58687 members 
Entering Unmasked Estep 
Score: -7854360.500000 Penalty: 3593.698730
	Iteration 55Q: 3 clusters Score -7854360 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
Score: -7854351.500000 Penalty: 3593.698730
	Iteration 56Q: 3 clusters Score -7854352 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -7854391.500000 Penalty: 3593.698730
	Iteration 57Q: 3 clusters Score -7854392 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -7854396.500000 Penalty: 3593.698730
	Iteration 58Q: 3 clusters Score -7854396 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 59074 members 
Entering Unmasked Estep 
Score: -7854399.000000 Penalty: 3593.698730
	Iteration 59Q: 3 clusters Score -7854399 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 59150 members 
Entering Unmasked Estep 
Score: -7854397.500000 Penalty: 3593.698730
	Iteration 60F: 3 clusters Score -7854398 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 59225 members 
Entering Unmasked Estep 
Score: -7854407.500000 Penalty: 3593.698730
	Iteration 61Q: 3 clusters Score -7854408 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -7854413.000000 Penalty: 3593.698730
	Iteration 62Q: 3 clusters Score -7854413 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -7854428.000000 Penalty: 3593.698730
	Iteration 63Q: 3 clusters Score -7854428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -7854434.500000 Penalty: 3593.698730
	Iteration 64Q: 3 clusters Score -7854434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -7854435.500000 Penalty: 3593.698730
	Iteration 65Q: 3 clusters Score -7854436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 59431 members 
Entering Unmasked Estep 
Score: -7854444.500000 Penalty: 3593.698730
	Iteration 66Q: 3 clusters Score -7854444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 59464 members 
Entering Unmasked Estep 
Score: -7854446.000000 Penalty: 3593.698730
	Iteration 67Q: 3 clusters Score -7854446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -7854443.500000 Penalty: 3593.698730
	Iteration 68Q: 3 clusters Score -7854444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 59532 members 
Entering Unmasked Estep 
Score: -7854448.000000 Penalty: 3593.698730
	Iteration 69Q: 3 clusters Score -7854448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -7854455.000000 Penalty: 3593.698730
	Iteration 70Q: 3 clusters Score -7854455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 59585 members 
Entering Unmasked Estep 
Score: -7854459.000000 Penalty: 3593.698730
	Iteration 71Q: 3 clusters Score -7854459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -7854458.500000 Penalty: 3593.698730
	Iteration 72Q: 3 clusters Score -7854458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -7854457.500000 Penalty: 3593.698730
	Iteration 73Q: 3 clusters Score -7854458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 59647 members 
Entering Unmasked Estep 
Score: -7854449.500000 Penalty: 3593.698730
	Iteration 74Q: 3 clusters Score -7854450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 59665 members 
Entering Unmasked Estep 
Score: -7854450.500000 Penalty: 3593.698730
	Iteration 75Q: 3 clusters Score -7854450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 59687 members 
Entering Unmasked Estep 
Score: -7854462.500000 Penalty: 3593.698730
	Iteration 76Q: 3 clusters Score -7854462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -7854465.000000 Penalty: 3593.698730
	Iteration 77Q: 3 clusters Score -7854465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -7854472.000000 Penalty: 3593.698730
	Iteration 78Q: 3 clusters Score -7854472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -7854465.000000 Penalty: 3593.698730
	Iteration 79Q: 3 clusters Score -7854465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -7854463.000000 Penalty: 3593.698730
	Iteration 80F: 3 clusters Score -7854463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -7854467.000000 Penalty: 3593.698730
	Iteration 81Q: 3 clusters Score -7854467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -7854459.000000 Penalty: 3593.698730
	Iteration 82Q: 3 clusters Score -7854459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -7854468.000000 Penalty: 3593.698730
	Iteration 83Q: 3 clusters Score -7854468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 59824 members 
Entering Unmasked Estep 
Score: -7854467.500000 Penalty: 3593.698730
	Iteration 84Q: 3 clusters Score -7854468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -7854478.000000 Penalty: 3593.698730
	Iteration 85Q: 3 clusters Score -7854478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 59852 members 
Entering Unmasked Estep 
Score: -7854481.500000 Penalty: 3593.698730
	Iteration 86Q: 3 clusters Score -7854482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -7854485.500000 Penalty: 3593.698730
	Iteration 87Q: 3 clusters Score -7854486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
Score: -7854488.000000 Penalty: 3593.698730
	Iteration 88Q: 3 clusters Score -7854488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -7854496.500000 Penalty: 3593.698730
	Iteration 89Q: 3 clusters Score -7854496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -7854501.500000 Penalty: 3593.698730
	Iteration 90Q: 3 clusters Score -7854502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -7854488.000000 Penalty: 3593.698730
	Iteration 91Q: 3 clusters Score -7854488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -7854495.000000 Penalty: 3593.698730
	Iteration 92Q: 3 clusters Score -7854495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 59952 members 
Entering Unmasked Estep 
Score: -7854491.500000 Penalty: 3593.698730
	Iteration 93Q: 3 clusters Score -7854492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -7854484.500000 Penalty: 3593.698730
	Iteration 94Q: 3 clusters Score -7854484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -7854486.500000 Penalty: 3593.698730
	Iteration 95Q: 3 clusters Score -7854486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -7854493.500000 Penalty: 3593.698730
	Iteration 96Q: 3 clusters Score -7854494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -7854501.000000 Penalty: 3593.698730
	Iteration 97Q: 3 clusters Score -7854501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -7854491.500000 Penalty: 3593.698730
	Iteration 98Q: 3 clusters Score -7854492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 60043 members 
Entering Unmasked Estep 
Score: -7854493.500000 Penalty: 3593.698730
	Iteration 99Q: 3 clusters Score -7854494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -7854497.500000 Penalty: 3593.698730
	Iteration 100F: 3 clusters Score -7854498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -7854502.500000 Penalty: 3593.698730
	Iteration 101Q: 3 clusters Score -7854502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -7854515.500000 Penalty: 3593.698730
	Iteration 102Q: 3 clusters Score -7854516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -7854515.500000 Penalty: 3593.698730
	Iteration 103Q: 3 clusters Score -7854516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -7854524.500000 Penalty: 3593.698730
	Iteration 104Q: 3 clusters Score -7854524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 60162 members 
Entering Unmasked Estep 
Score: -7854532.000000 Penalty: 3593.698730
	Iteration 105Q: 3 clusters Score -7854532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -7854543.000000 Penalty: 3593.698730
	Iteration 106Q: 3 clusters Score -7854543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -7854539.500000 Penalty: 3593.698730
	Iteration 107Q: 3 clusters Score -7854540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -7854537.000000 Penalty: 3593.698730
	Iteration 108Q: 3 clusters Score -7854537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 60217 members 
Entering Unmasked Estep 
Score: -7854534.000000 Penalty: 3593.698730
	Iteration 109Q: 3 clusters Score -7854534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -7854532.500000 Penalty: 3593.698730
	Iteration 110Q: 3 clusters Score -7854532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -7854534.500000 Penalty: 3593.698730
	Iteration 111Q: 3 clusters Score -7854534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 60252 members 
Entering Unmasked Estep 
Score: -7854528.500000 Penalty: 3593.698730
	Iteration 112Q: 3 clusters Score -7854528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -7854529.000000 Penalty: 3593.698730
	Iteration 113Q: 3 clusters Score -7854529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 60278 members 
Entering Unmasked Estep 
Score: -7854538.500000 Penalty: 3593.698730
	Iteration 114Q: 3 clusters Score -7854538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -7854541.500000 Penalty: 3593.698730
	Iteration 115Q: 3 clusters Score -7854542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -7854544.500000 Penalty: 3593.698730
	Iteration 116Q: 3 clusters Score -7854544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -7854536.500000 Penalty: 3593.698730
	Iteration 117Q: 3 clusters Score -7854536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -7854548.500000 Penalty: 3593.698730
	Iteration 118Q: 3 clusters Score -7854548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -7854538.500000 Penalty: 3593.698730
	Iteration 119Q: 3 clusters Score -7854538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -7854549.500000 Penalty: 3593.698730
	Iteration 120F: 3 clusters Score -7854550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -7854557.500000 Penalty: 3593.698730
	Iteration 121Q: 3 clusters Score -7854558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -7854565.500000 Penalty: 3593.698730
	Iteration 122Q: 3 clusters Score -7854566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -7854563.000000 Penalty: 3593.698730
	Iteration 123Q: 3 clusters Score -7854563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -7854560.000000 Penalty: 3593.698730
	Iteration 124Q: 3 clusters Score -7854560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -7854556.000000 Penalty: 3593.698730
	Iteration 125Q: 3 clusters Score -7854556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -7854552.500000 Penalty: 3593.698730
	Iteration 126Q: 3 clusters Score -7854552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -7854561.500000 Penalty: 3593.698730
	Iteration 127Q: 3 clusters Score -7854562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -7854563.000000 Penalty: 3593.698730
	Iteration 128Q: 3 clusters Score -7854563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 60513 members 
Entering Unmasked Estep 
Score: -7854568.500000 Penalty: 3593.698730
	Iteration 129Q: 3 clusters Score -7854568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -7854563.500000 Penalty: 3593.698730
	Iteration 130Q: 3 clusters Score -7854564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -7854558.000000 Penalty: 3593.698730
	Iteration 131Q: 3 clusters Score -7854558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -7854559.000000 Penalty: 3593.698730
	Iteration 132Q: 3 clusters Score -7854559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -7854565.000000 Penalty: 3593.698730
	Iteration 133Q: 3 clusters Score -7854565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -7854565.000000 Penalty: 3593.698730
	Iteration 134Q: 3 clusters Score -7854565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 60574 members 
Entering Unmasked Estep 
Score: -7854565.500000 Penalty: 3593.698730
	Iteration 135Q: 3 clusters Score -7854566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
Score: -7854578.500000 Penalty: 3593.698730
	Iteration 136Q: 3 clusters Score -7854578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -7854581.500000 Penalty: 3593.698730
	Iteration 137Q: 3 clusters Score -7854582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -7854585.000000 Penalty: 3593.698730
	Iteration 138Q: 3 clusters Score -7854585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -7854585.000000 Penalty: 3593.698730
	Iteration 139Q: 3 clusters Score -7854585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -7854591.500000 Penalty: 3593.698730
	Iteration 140F: 3 clusters Score -7854592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -7854591.000000 Penalty: 3593.698730
	Iteration 141Q: 3 clusters Score -7854591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -7854593.000000 Penalty: 3593.698730
	Iteration 142Q: 3 clusters Score -7854593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 60680 members 
Entering Unmasked Estep 
Score: -7854594.000000 Penalty: 3593.698730
	Iteration 143Q: 3 clusters Score -7854594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 60684 members 
Entering Unmasked Estep 
Score: -7854594.000000 Penalty: 3593.698730
	Iteration 144Q: 3 clusters Score -7854594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -7854579.000000 Penalty: 3593.698730
	Iteration 145Q: 3 clusters Score -7854579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -7854586.000000 Penalty: 3593.698730
	Iteration 146Q: 3 clusters Score -7854586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -7854595.500000 Penalty: 3593.698730
	Iteration 147Q: 3 clusters Score -7854596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -7854600.000000 Penalty: 3593.698730
	Iteration 148Q: 3 clusters Score -7854600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -7854594.500000 Penalty: 3593.698730
	Iteration 149Q: 3 clusters Score -7854594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -7854600.500000 Penalty: 3593.698730
	Iteration 150Q: 3 clusters Score -7854600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -7854603.000000 Penalty: 3593.698730
	Iteration 151Q: 3 clusters Score -7854603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -7854602.000000 Penalty: 3593.698730
	Iteration 152Q: 3 clusters Score -7854602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -7854598.000000 Penalty: 3593.698730
	Iteration 153Q: 3 clusters Score -7854598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -7854600.500000 Penalty: 3593.698730
	Iteration 154Q: 3 clusters Score -7854600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 60754 members 
Entering Unmasked Estep 
Score: -7854602.000000 Penalty: 3593.698730
	Iteration 155Q: 3 clusters Score -7854602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -7854609.500000 Penalty: 3593.698730
	Iteration 156Q: 3 clusters Score -7854610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -7854602.500000 Penalty: 3593.698730
	Iteration 157Q: 3 clusters Score -7854602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -7854603.000000 Penalty: 3593.698730
	Iteration 158Q: 3 clusters Score -7854603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -7854608.000000 Penalty: 3593.698730
	Iteration 159Q: 3 clusters Score -7854608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -7854613.500000 Penalty: 3593.698730
	Iteration 160F: 3 clusters Score -7854614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -7854615.500000 Penalty: 3593.698730
	Iteration 161Q: 3 clusters Score -7854616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -7854615.000000 Penalty: 3593.698730
	Iteration 162Q: 3 clusters Score -7854615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -7854612.000000 Penalty: 3593.698730
	Iteration 163Q: 3 clusters Score -7854612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -7854607.500000 Penalty: 3593.698730
	Iteration 164Q: 3 clusters Score -7854608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -7854603.500000 Penalty: 3593.698730
	Iteration 165Q: 3 clusters Score -7854604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 60820 members 
Entering Unmasked Estep 
Score: -7854608.000000 Penalty: 3593.698730
	Iteration 166Q: 3 clusters Score -7854608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -7854608.000000 Penalty: 3593.698730
	Iteration 167Q: 3 clusters Score -7854608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -7854613.000000 Penalty: 3593.698730
	Iteration 168Q: 3 clusters Score -7854613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -7854616.000000 Penalty: 3593.698730
	Iteration 169Q: 3 clusters Score -7854616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 60824 members 
Entering Unmasked Estep 
Score: -7854616.000000 Penalty: 3593.698730
	Iteration 170Q: 3 clusters Score -7854616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -7854609.500000 Penalty: 3593.698730
	Iteration 171Q: 3 clusters Score -7854610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -7854625.500000 Penalty: 3593.698730
	Iteration 172Q: 3 clusters Score -7854626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -7854616.000000 Penalty: 3593.698730
	Iteration 173Q: 3 clusters Score -7854616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -7854608.500000 Penalty: 3593.698730
	Iteration 174Q: 3 clusters Score -7854608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -7854613.000000 Penalty: 3593.698730
	Iteration 175Q: 3 clusters Score -7854613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -7854613.500000 Penalty: 3593.698730
	Iteration 176Q: 3 clusters Score -7854614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -7854612.500000 Penalty: 3593.698730
	Iteration 177Q: 3 clusters Score -7854612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -7854606.000000 Penalty: 3593.698730
	Iteration 178Q: 3 clusters Score -7854606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 60848 members 
Entering Unmasked Estep 
Score: -7854604.500000 Penalty: 3593.698730
	Iteration 179Q: 3 clusters Score -7854604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -7854613.000000 Penalty: 3593.698730
	Iteration 180F: 3 clusters Score -7854613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -7854608.500000 Penalty: 3593.698730
	Iteration 181Q: 3 clusters Score -7854608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -7854604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -7854604.500000 Penalty: 3593.698730
	Iteration 183Q: 3 clusters Score -7854604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -7854601.500000 Penalty: 3593.698730
	Iteration 184Q: 3 clusters Score -7854602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -7854606.500000 Penalty: 3593.698730
	Iteration 185Q: 3 clusters Score -7854606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -7854601.000000 Penalty: 3593.698730
	Iteration 186Q: 3 clusters Score -7854601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -7854603.000000 Penalty: 3593.698730
	Iteration 187Q: 3 clusters Score -7854603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -7854616.500000 Penalty: 3593.698730
	Iteration 188Q: 3 clusters Score -7854616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -7854610.500000 Penalty: 3593.698730
	Iteration 189Q: 3 clusters Score -7854610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -7854614.000000 Penalty: 3593.698730
	Iteration 190Q: 3 clusters Score -7854614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -7854611.000000 Penalty: 3593.698730
	Iteration 191Q: 3 clusters Score -7854611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 60933 members 
Entering Unmasked Estep 
Score: -7854612.000000 Penalty: 3593.698730
	Iteration 192Q: 3 clusters Score -7854612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 60944 members 
Entering Unmasked Estep 
Score: -7854620.000000 Penalty: 3593.698730
	Iteration 193Q: 3 clusters Score -7854620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -7854618.000000 Penalty: 3593.698730
	Iteration 194Q: 3 clusters Score -7854618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -7854622.000000 Penalty: 3593.698730
	Iteration 195Q: 3 clusters Score -7854622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 60977 members 
Entering Unmasked Estep 
Score: -7854613.500000 Penalty: 3593.698730
	Iteration 196Q: 3 clusters Score -7854614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -7854616.000000 Penalty: 3593.698730
	Iteration 197Q: 3 clusters Score -7854616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -7854625.000000 Penalty: 3593.698730
	Iteration 198Q: 3 clusters Score -7854625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -7854625.500000 Penalty: 3593.698730
	Iteration 199Q: 3 clusters Score -7854626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -7854637.500000 Penalty: 3593.698730
	Iteration 200F: 3 clusters Score -7854638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -7854641.000000 Penalty: 3593.698730
	Iteration 201Q: 3 clusters Score -7854641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -7854652.500000 Penalty: 3593.698730
	Iteration 202Q: 3 clusters Score -7854652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -7854651.000000 Penalty: 3593.698730
	Iteration 203Q: 3 clusters Score -7854651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -7854650.500000 Penalty: 3593.698730
	Iteration 204Q: 3 clusters Score -7854650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -7854647.500000 Penalty: 3593.698730
	Iteration 205Q: 3 clusters Score -7854648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -7854648.500000 Penalty: 3593.698730
	Iteration 206Q: 3 clusters Score -7854648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -7854655.500000 Penalty: 3593.698730
	Iteration 207Q: 3 clusters Score -7854656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -7854643.500000 Penalty: 3593.698730
	Iteration 208Q: 3 clusters Score -7854644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 61216 members 
Entering Unmasked Estep 
Score: -7854658.000000 Penalty: 3593.698730
	Iteration 209Q: 3 clusters Score -7854658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -7854671.500000 Penalty: 3593.698730
	Iteration 210Q: 3 clusters Score -7854672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -7854688.000000 Penalty: 3593.698730
	Iteration 211Q: 3 clusters Score -7854688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 61277 members 
Entering Unmasked Estep 
Score: -7854683.500000 Penalty: 3593.698730
	Iteration 212Q: 3 clusters Score -7854684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -7854688.000000 Penalty: 3593.698730
	Iteration 213Q: 3 clusters Score -7854688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -7854695.000000 Penalty: 3593.698730
	Iteration 214Q: 3 clusters Score -7854695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 61328 members 
Entering Unmasked Estep 
Score: -7854692.000000 Penalty: 3593.698730
	Iteration 215Q: 3 clusters Score -7854692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -7854692.500000 Penalty: 3593.698730
	Iteration 216Q: 3 clusters Score -7854692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 61344 members 
Entering Unmasked Estep 
Score: -7854693.000000 Penalty: 3593.698730
	Iteration 217Q: 3 clusters Score -7854693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 61357 members 
Entering Unmasked Estep 
Score: -7854697.000000 Penalty: 3593.698730
	Iteration 218Q: 3 clusters Score -7854697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 61366 members 
Entering Unmasked Estep 
Score: -7854691.000000 Penalty: 3593.698730
	Iteration 219Q: 3 clusters Score -7854691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -7854692.000000 Penalty: 3593.698730
	Iteration 220F: 3 clusters Score -7854692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 61380 members 
Entering Unmasked Estep 
Score: -7854687.500000 Penalty: 3593.698730
	Iteration 221Q: 3 clusters Score -7854688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -7854688.000000 Penalty: 3593.698730
	Iteration 222Q: 3 clusters Score -7854688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -7854693.000000 Penalty: 3593.698730
	Iteration 223Q: 3 clusters Score -7854693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -7854693.500000 Penalty: 3593.698730
	Iteration 224Q: 3 clusters Score -7854694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -7854693.500000 Penalty: 3593.698730
	Iteration 225Q: 3 clusters Score -7854694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
Score: -7854695.000000 Penalty: 3593.698730
	Iteration 226Q: 3 clusters Score -7854695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -7854696.500000 Penalty: 3593.698730
	Iteration 227Q: 3 clusters Score -7854696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -7854697.000000 Penalty: 3593.698730
	Iteration 228Q: 3 clusters Score -7854697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -7854693.500000 Penalty: 3593.698730
	Iteration 229Q: 3 clusters Score -7854694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -7854699.500000 Penalty: 3593.698730
	Iteration 230Q: 3 clusters Score -7854700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -7854700.000000 Penalty: 3593.698730
	Iteration 231Q: 3 clusters Score -7854700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -7854700.500000 Penalty: 3593.698730
	Iteration 232Q: 3 clusters Score -7854700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 61437 members 
Entering Unmasked Estep 
Score: -7854697.000000 Penalty: 3593.698730
	Iteration 233Q: 3 clusters Score -7854697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 61440 members 
Entering Unmasked Estep 
Score: -7854693.500000 Penalty: 3593.698730
	Iteration 234Q: 3 clusters Score -7854694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -7854694.500000 Penalty: 3593.698730
	Iteration 235Q: 3 clusters Score -7854694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -7854697.500000 Penalty: 3593.698730
	Iteration 236Q: 3 clusters Score -7854698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -7854697.500000 Penalty: 3593.698730
	Iteration 237F: 3 clusters Score -7854698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -83851.281250 Penalty: 1061.267578
	Iteration 0F: 2 clusters Score -83851.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82631.992188 Penalty: 2122.535156
	Iteration 0F: 3 clusters Score -82631.99 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -82835.015625 Penalty: 2122.535156
	Iteration 1F: 3 clusters Score -82835.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -82882.851562 Penalty: 2122.535156
	Iteration 2F: 3 clusters Score -82882.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82895.632812 Penalty: 2122.535156
	Iteration 3Q: 3 clusters Score -82895.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -82907.718750 Penalty: 2122.535156
	Iteration 4Q: 3 clusters Score -82907.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -82915.859375 Penalty: 2122.535156
	Iteration 5Q: 3 clusters Score -82915.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -82919.531250 Penalty: 2122.535156
	Iteration 6Q: 3 clusters Score -82919.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -82921.937500 Penalty: 2122.535156
	Iteration 7Q: 3 clusters Score -82921.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -82924.476562 Penalty: 2122.535156
	Iteration 8Q: 3 clusters Score -82924.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -82925.742188 Penalty: 2122.535156
	Iteration 9Q: 3 clusters Score -82925.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82927.296875 Penalty: 2122.535156
	Iteration 10Q: 3 clusters Score -82927.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -82931.203125 Penalty: 2122.535156
	Iteration 11Q: 3 clusters Score -82931.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82934.851562 Penalty: 2122.535156
	Iteration 12Q: 3 clusters Score -82934.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82939.523438 Penalty: 2122.535156
	Iteration 13Q: 3 clusters Score -82939.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82944.578125 Penalty: 2122.535156
	Iteration 14Q: 3 clusters Score -82944.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82947.437500 Penalty: 2122.535156
	Iteration 15Q: 3 clusters Score -82947.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82947.437500 Penalty: 2122.535156
	Iteration 16F: 3 clusters Score -82947.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Entering Unmasked Estep 
Score: -302424.500000 Penalty: 1264.502930
	Iteration 0F: 2 clusters Score -302424.5 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 1188 members 
Entering Unmasked Estep 
Score: -300082.375000 Penalty: 2529.005859
	Iteration 0F: 3 clusters Score -300082.4 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -300555.500000 Penalty: 2529.005859
	Iteration 1F: 3 clusters Score -300555.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -300674.687500 Penalty: 2529.005859
	Iteration 2F: 3 clusters Score -300674.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -300730.562500 Penalty: 2529.005859
	Iteration 3Q: 3 clusters Score -300730.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -300756.593750 Penalty: 2529.005859
	Iteration 4Q: 3 clusters Score -300756.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -300768.906250 Penalty: 2529.005859
	Iteration 5Q: 3 clusters Score -300768.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -300783.250000 Penalty: 2529.005859
	Iteration 6Q: 3 clusters Score -300783.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -300797.375000 Penalty: 2529.005859
	Iteration 7Q: 3 clusters Score -300797.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -300811.125000 Penalty: 2529.005859
	Iteration 8Q: 3 clusters Score -300811.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -300823.031250 Penalty: 2529.005859
	Iteration 9Q: 3 clusters Score -300823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -300831.250000 Penalty: 2529.005859
	Iteration 10Q: 3 clusters Score -300831.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -300835.875000 Penalty: 2529.005859
	Iteration 11Q: 3 clusters Score -300835.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -300841.937500 Penalty: 2529.005859
	Iteration 12Q: 3 clusters Score -300841.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -300848.812500 Penalty: 2529.005859
	Iteration 13Q: 3 clusters Score -300848.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -300852.031250 Penalty: 2529.005859
	Iteration 14Q: 3 clusters Score -300852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -300859.656250 Penalty: 2529.005859
	Iteration 15Q: 3 clusters Score -300859.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -300872.281250 Penalty: 2529.005859
	Iteration 16Q: 3 clusters Score -300872.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -300882.937500 Penalty: 2529.005859
	Iteration 17Q: 3 clusters Score -300882.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -300891.468750 Penalty: 2529.005859
	Iteration 18Q: 3 clusters Score -300891.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -300901.437500 Penalty: 2529.005859
	Iteration 19Q: 3 clusters Score -300901.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -300908.656250 Penalty: 2529.005859
	Iteration 20F: 3 clusters Score -300908.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -300917.187500 Penalty: 2529.005859
	Iteration 21Q: 3 clusters Score -300917.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -300922.531250 Penalty: 2529.005859
	Iteration 22Q: 3 clusters Score -300922.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -300925.000000 Penalty: 2529.005859
	Iteration 23Q: 3 clusters Score -300925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -300928.218750 Penalty: 2529.005859
	Iteration 24Q: 3 clusters Score -300928.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -300930.562500 Penalty: 2529.005859
	Iteration 25Q: 3 clusters Score -300930.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -300935.906250 Penalty: 2529.005859
	Iteration 26Q: 3 clusters Score -300935.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -300943.687500 Penalty: 2529.005859
	Iteration 27Q: 3 clusters Score -300943.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -300945.906250 Penalty: 2529.005859
	Iteration 28Q: 3 clusters Score -300945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -300949.500000 Penalty: 2529.005859
	Iteration 29Q: 3 clusters Score -300949.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -300952.562500 Penalty: 2529.005859
	Iteration 30Q: 3 clusters Score -300952.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -300956.593750 Penalty: 2529.005859
	Iteration 31Q: 3 clusters Score -300956.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -300959.531250 Penalty: 2529.005859
	Iteration 32Q: 3 clusters Score -300959.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -300962.437500 Penalty: 2529.005859
	Iteration 33Q: 3 clusters Score -300962.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -300968.250000 Penalty: 2529.005859
	Iteration 34Q: 3 clusters Score -300968.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -300975.312500 Penalty: 2529.005859
	Iteration 35Q: 3 clusters Score -300975.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -300981.437500 Penalty: 2529.005859
	Iteration 36Q: 3 clusters Score -300981.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -300988.093750 Penalty: 2529.005859
	Iteration 37Q: 3 clusters Score -300988.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -300992.875000 Penalty: 2529.005859
	Iteration 38Q: 3 clusters Score -300992.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -301002.218750 Penalty: 2529.005859
	Iteration 39Q: 3 clusters Score -301002.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -301009.937500 Penalty: 2529.005859
	Iteration 40F: 3 clusters Score -301009.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -301015.937500 Penalty: 2529.005859
	Iteration 41Q: 3 clusters Score -301015.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -301028.343750 Penalty: 2529.005859
	Iteration 42Q: 3 clusters Score -301028.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -301036.562500 Penalty: 2529.005859
	Iteration 43Q: 3 clusters Score -301036.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -301051.187500 Penalty: 2529.005859
	Iteration 44Q: 3 clusters Score -301051.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -301064.625000 Penalty: 2529.005859
	Iteration 45Q: 3 clusters Score -301064.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -301074.500000 Penalty: 2529.005859
	Iteration 46Q: 3 clusters Score -301074.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -301083.468750 Penalty: 2529.005859
	Iteration 47Q: 3 clusters Score -301083.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -301089.562500 Penalty: 2529.005859
	Iteration 48Q: 3 clusters Score -301089.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -301101.250000 Penalty: 2529.005859
	Iteration 49Q: 3 clusters Score -301101.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -301110.968750 Penalty: 2529.005859
	Iteration 50Q: 3 clusters Score -301111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -301121.406250 Penalty: 2529.005859
	Iteration 51Q: 3 clusters Score -301121.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -301128.781250 Penalty: 2529.005859
	Iteration 52Q: 3 clusters Score -301128.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -301135.593750 Penalty: 2529.005859
	Iteration 53Q: 3 clusters Score -301135.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -301142.531250 Penalty: 2529.005859
	Iteration 54Q: 3 clusters Score -301142.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -301147.000000 Penalty: 2529.005859
	Iteration 55Q: 3 clusters Score -301147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -301151.312500 Penalty: 2529.005859
	Iteration 56Q: 3 clusters Score -301151.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -301153.312500 Penalty: 2529.005859
	Iteration 57Q: 3 clusters Score -301153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -301154.093750 Penalty: 2529.005859
	Iteration 58Q: 3 clusters Score -301154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -301154.093750 Penalty: 2529.005859
	Iteration 59F: 3 clusters Score -301154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 14659 members 
Mstep: Class 5 contains 21618 members 
Mstep: Class 6 contains 73551 members 
Mstep: Class 9 contains 56752 members 
Mstep: Class 10 contains 75122 members 
Mstep: Class 11 contains 84199 members 
Mstep: Class 12 contains 69667 members 
Mstep: Class 13 contains 73947 members 
Mstep: Class 14 contains 40822 members 
Mstep: Class 16 contains 38872 members 
Mstep: Class 17 contains 63420 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 2396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75552464.000000 Penalty: 30347.412109
Iteration 119Q: 15 clusters Score -7.555246e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 14671 members 
Mstep: Class 5 contains 21755 members 
Mstep: Class 6 contains 73663 members 
Mstep: Class 9 contains 56579 members 
Mstep: Class 10 contains 75316 members 
Mstep: Class 11 contains 83882 members 
Mstep: Class 12 contains 69765 members 
Mstep: Class 13 contains 74212 members 
Mstep: Class 14 contains 40883 members 
Mstep: Class 16 contains 38920 members 
Mstep: Class 17 contains 63047 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 2427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75552488.000000 Penalty: 30347.412109
Iteration 120F: 15 clusters Score -7.555249e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 14690 members 
Mstep: Class 5 contains 21896 members 
Mstep: Class 6 contains 73780 members 
Mstep: Class 9 contains 56481 members 
Mstep: Class 10 contains 75369 members 
Mstep: Class 11 contains 83570 members 
Mstep: Class 12 contains 69827 members 
Mstep: Class 13 contains 74490 members 
Mstep: Class 14 contains 40959 members 
Mstep: Class 16 contains 38970 members 
Mstep: Class 17 contains 62723 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75552648.000000 Penalty: 30347.412109
Iteration 121Q: 15 clusters Score -7.555265e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 14729 members 
Mstep: Class 5 contains 22046 members 
Mstep: Class 6 contains 73845 members 
Mstep: Class 9 contains 56390 members 
Mstep: Class 10 contains 75479 members 
Mstep: Class 11 contains 83217 members 
Mstep: Class 12 contains 69910 members 
Mstep: Class 13 contains 74785 members 
Mstep: Class 14 contains 41028 members 
Mstep: Class 16 contains 39068 members 
Mstep: Class 17 contains 62343 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 2480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75552736.000000 Penalty: 30347.412109
Iteration 122Q: 15 clusters Score -7.555274e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 14757 members 
Mstep: Class 5 contains 22206 members 
Mstep: Class 6 contains 73888 members 
Mstep: Class 9 contains 56324 members 
Mstep: Class 10 contains 75624 members 
Mstep: Class 11 contains 82865 members 
Mstep: Class 12 contains 69981 members 
Mstep: Class 13 contains 75081 members 
Mstep: Class 14 contains 41072 members 
Mstep: Class 16 contains 39172 members 
Mstep: Class 17 contains 61969 members 
Mstep: Class 21 contains 689 members 
Mstep: Class 22 contains 2495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75552984.000000 Penalty: 30347.412109
Iteration 123Q: 15 clusters Score -7.555298e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 14788 members 
Mstep: Class 5 contains 22361 members 
Mstep: Class 6 contains 73931 members 
Mstep: Class 9 contains 56271 members 
Mstep: Class 10 contains 75662 members 
Mstep: Class 11 contains 82691 members 
Mstep: Class 12 contains 69985 members 
Mstep: Class 13 contains 75382 members 
Mstep: Class 14 contains 41109 members 
Mstep: Class 16 contains 39275 members 
Mstep: Class 17 contains 61574 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 2515 members 
Entering Unmasked Estep 
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Iteration 124Q: 15 clusters Score -7.555308e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 14805 members 
Mstep: Class 5 contains 22544 members 
Mstep: Class 6 contains 73989 members 
Mstep: Class 9 contains 56220 members 
Mstep: Class 10 contains 75736 members 
Mstep: Class 11 contains 82524 members 
Mstep: Class 12 contains 70011 members 
Mstep: Class 13 contains 75621 members 
Mstep: Class 14 contains 41146 members 
Mstep: Class 16 contains 39379 members 
Mstep: Class 17 contains 61154 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 2523 members 
Entering Unmasked Estep 
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Iteration 125Q: 15 clusters Score -7.555343e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 14870 members 
Mstep: Class 5 contains 22676 members 
Mstep: Class 6 contains 74040 members 
Mstep: Class 9 contains 56228 members 
Mstep: Class 10 contains 75822 members 
Mstep: Class 11 contains 82330 members 
Mstep: Class 12 contains 70028 members 
Mstep: Class 13 contains 75835 members 
Mstep: Class 14 contains 41177 members 
Mstep: Class 16 contains 39487 members 
Mstep: Class 17 contains 60722 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2537 members 
Entering Unmasked Estep 
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Iteration 126Q: 15 clusters Score -7.555377e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 14953 members 
Mstep: Class 5 contains 22839 members 
Mstep: Class 6 contains 74061 members 
Mstep: Class 9 contains 56243 members 
Mstep: Class 10 contains 75898 members 
Mstep: Class 11 contains 82148 members 
Mstep: Class 12 contains 70068 members 
Mstep: Class 13 contains 76018 members 
Mstep: Class 14 contains 41216 members 
Mstep: Class 16 contains 39581 members 
Mstep: Class 17 contains 60274 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2562 members 
Entering Unmasked Estep 
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Iteration 127Q: 15 clusters Score -7.555386e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 14984 members 
Mstep: Class 5 contains 22994 members 
Mstep: Class 6 contains 74109 members 
Mstep: Class 9 contains 56252 members 
Mstep: Class 10 contains 76076 members 
Mstep: Class 11 contains 81986 members 
Mstep: Class 12 contains 70072 members 
Mstep: Class 13 contains 76221 members 
Mstep: Class 14 contains 41236 members 
Mstep: Class 16 contains 39688 members 
Mstep: Class 17 contains 59772 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2586 members 
Entering Unmasked Estep 
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Iteration 128Q: 15 clusters Score -7.555398e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 15031 members 
Mstep: Class 5 contains 23173 members 
Mstep: Class 6 contains 74164 members 
Mstep: Class 9 contains 56250 members 
Mstep: Class 10 contains 76220 members 
Mstep: Class 11 contains 81886 members 
Mstep: Class 12 contains 70024 members 
Mstep: Class 13 contains 76427 members 
Mstep: Class 14 contains 41239 members 
Mstep: Class 16 contains 39808 members 
Mstep: Class 17 contains 59253 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2600 members 
Entering Unmasked Estep 
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Iteration 129Q: 15 clusters Score -7.555447e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 15078 members 
Mstep: Class 5 contains 23371 members 
Mstep: Class 6 contains 74196 members 
Mstep: Class 9 contains 56258 members 
Mstep: Class 10 contains 76338 members 
Mstep: Class 11 contains 81774 members 
Mstep: Class 12 contains 70031 members 
Mstep: Class 13 contains 76632 members 
Mstep: Class 14 contains 41240 members 
Mstep: Class 16 contains 39916 members 
Mstep: Class 17 contains 58708 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2623 members 
Entering Unmasked Estep 
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Iteration 130Q: 15 clusters Score -7.555468e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 15110 members 
Mstep: Class 5 contains 23569 members 
Mstep: Class 6 contains 74230 members 
Mstep: Class 9 contains 56295 members 
Mstep: Class 10 contains 76433 members 
Mstep: Class 11 contains 81691 members 
Mstep: Class 12 contains 70014 members 
Mstep: Class 13 contains 76823 members 
Mstep: Class 14 contains 41269 members 
Mstep: Class 16 contains 40029 members 
Mstep: Class 17 contains 58133 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2649 members 
Entering Unmasked Estep 
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Iteration 131Q: 15 clusters Score -7.555502e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 15134 members 
Mstep: Class 5 contains 23769 members 
Mstep: Class 6 contains 74265 members 
Mstep: Class 9 contains 56379 members 
Mstep: Class 10 contains 76599 members 
Mstep: Class 11 contains 81558 members 
Mstep: Class 12 contains 69975 members 
Mstep: Class 13 contains 77022 members 
Mstep: Class 14 contains 41297 members 
Mstep: Class 16 contains 40131 members 
Mstep: Class 17 contains 57518 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2670 members 
Entering Unmasked Estep 
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Iteration 132Q: 15 clusters Score -7.555538e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 15161 members 
Mstep: Class 5 contains 23968 members 
Mstep: Class 6 contains 74288 members 
Mstep: Class 9 contains 56395 members 
Mstep: Class 10 contains 76722 members 
Mstep: Class 11 contains 81475 members 
Mstep: Class 12 contains 69947 members 
Mstep: Class 13 contains 77208 members 
Mstep: Class 14 contains 41304 members 
Mstep: Class 16 contains 40240 members 
Mstep: Class 17 contains 56994 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2682 members 
Entering Unmasked Estep 
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Iteration 133Q: 15 clusters Score -7.55556e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 15203 members 
Mstep: Class 5 contains 24166 members 
Mstep: Class 6 contains 74339 members 
Mstep: Class 9 contains 56400 members 
Mstep: Class 10 contains 76833 members 
Mstep: Class 11 contains 81344 members 
Mstep: Class 12 contains 69937 members 
Mstep: Class 13 contains 77405 members 
Mstep: Class 14 contains 41327 members 
Mstep: Class 16 contains 40317 members 
Mstep: Class 17 contains 56477 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2707 members 
Entering Unmasked Estep 
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Iteration 134Q: 15 clusters Score -7.555594e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 15279 members 
Mstep: Class 5 contains 24358 members 
Mstep: Class 6 contains 74412 members 
Mstep: Class 9 contains 56349 members 
Mstep: Class 10 contains 76903 members 
Mstep: Class 11 contains 81226 members 
Mstep: Class 12 contains 69908 members 
Mstep: Class 13 contains 77603 members 
Mstep: Class 14 contains 41358 members 
Mstep: Class 16 contains 40385 members 
Mstep: Class 17 contains 55989 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2726 members 
Entering Unmasked Estep 
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Iteration 135Q: 15 clusters Score -7.555628e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 15327 members 
Mstep: Class 5 contains 24565 members 
Mstep: Class 6 contains 74423 members 
Mstep: Class 9 contains 56265 members 
Mstep: Class 10 contains 77007 members 
Mstep: Class 11 contains 81171 members 
Mstep: Class 12 contains 69873 members 
Mstep: Class 13 contains 77764 members 
Mstep: Class 14 contains 41414 members 
Mstep: Class 16 contains 40452 members 
Mstep: Class 17 contains 55519 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2751 members 
Entering Unmasked Estep 
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Iteration 136Q: 15 clusters Score -7.555656e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 15382 members 
Mstep: Class 5 contains 24758 members 
Mstep: Class 6 contains 74431 members 
Mstep: Class 9 contains 56196 members 
Mstep: Class 10 contains 77047 members 
Mstep: Class 11 contains 81083 members 
Mstep: Class 12 contains 69880 members 
Mstep: Class 13 contains 77930 members 
Mstep: Class 14 contains 41480 members 
Mstep: Class 16 contains 40523 members 
Mstep: Class 17 contains 55067 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2782 members 
Entering Unmasked Estep 
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Iteration 137Q: 15 clusters Score -7.555666e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 15452 members 
Mstep: Class 5 contains 24942 members 
Mstep: Class 6 contains 74424 members 
Mstep: Class 9 contains 56118 members 
Mstep: Class 10 contains 77037 members 
Mstep: Class 11 contains 81073 members 
Mstep: Class 12 contains 69859 members 
Mstep: Class 13 contains 78132 members 
Mstep: Class 14 contains 41556 members 
Mstep: Class 16 contains 40594 members 
Mstep: Class 17 contains 54583 members 
Mstep: Class 21 contains 695 members 
Mstep: Class 22 contains 2806 members 
Entering Unmasked Estep 
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Iteration 138Q: 15 clusters Score -7.555675e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 15515 members 
Mstep: Class 5 contains 25134 members 
Mstep: Class 6 contains 74432 members 
Mstep: Class 9 contains 56001 members 
Mstep: Class 10 contains 77077 members 
Mstep: Class 11 contains 81028 members 
Mstep: Class 12 contains 69840 members 
Mstep: Class 13 contains 78323 members 
Mstep: Class 14 contains 41603 members 
Mstep: Class 16 contains 40652 members 
Mstep: Class 17 contains 54145 members 
Mstep: Class 21 contains 695 members 
Mstep: Class 22 contains 2843 members 
Entering Unmasked Estep 
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Iteration 139Q: 15 clusters Score -7.555708e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 15608 members 
Mstep: Class 5 contains 25329 members 
Mstep: Class 6 contains 74427 members 
Mstep: Class 9 contains 55838 members 
Mstep: Class 10 contains 77074 members 
Mstep: Class 11 contains 81042 members 
Mstep: Class 12 contains 69849 members 
Mstep: Class 13 contains 78497 members 
Mstep: Class 14 contains 41633 members 
Mstep: Class 16 contains 40677 members 
Mstep: Class 17 contains 53756 members 
Mstep: Class 21 contains 695 members 
Mstep: Class 22 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 15 clusters Score -7.555738e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 5 contains 25541 members 
Mstep: Class 6 contains 74413 members 
Mstep: Class 9 contains 55678 members 
Mstep: Class 10 contains 76996 members 
Mstep: Class 11 contains 81072 members 
Mstep: Class 12 contains 69873 members 
Mstep: Class 13 contains 78656 members 
Mstep: Class 14 contains 41651 members 
Mstep: Class 16 contains 40731 members 
Mstep: Class 17 contains 53415 members 
Mstep: Class 21 contains 695 members 
Mstep: Class 22 contains 2929 members 
Entering Unmasked Estep 
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Iteration 141Q: 15 clusters Score -7.555735e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 15727 members 
Mstep: Class 5 contains 25731 members 
Mstep: Class 6 contains 74404 members 
Mstep: Class 9 contains 55510 members 
Mstep: Class 10 contains 76921 members 
Mstep: Class 11 contains 81133 members 
Mstep: Class 12 contains 69892 members 
Mstep: Class 13 contains 78789 members 
Mstep: Class 14 contains 41663 members 
Mstep: Class 16 contains 40756 members 
Mstep: Class 17 contains 53118 members 
Mstep: Class 21 contains 694 members 
Mstep: Class 22 contains 2987 members 
Entering Unmasked Estep 
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Iteration 142Q: 15 clusters Score -7.555765e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 15777 members 
Mstep: Class 5 contains 25919 members 
Mstep: Class 6 contains 74404 members 
Mstep: Class 9 contains 55341 members 
Mstep: Class 10 contains 76865 members 
Mstep: Class 11 contains 81192 members 
Mstep: Class 12 contains 69895 members 
Mstep: Class 13 contains 78886 members 
Mstep: Class 14 contains 41673 members 
Mstep: Class 16 contains 40749 members 
Mstep: Class 17 contains 52903 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 3034 members 
Entering Unmasked Estep 
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Iteration 143Q: 15 clusters Score -7.555781e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 15804 members 
Mstep: Class 5 contains 26118 members 
Mstep: Class 6 contains 74404 members 
Mstep: Class 9 contains 55190 members 
Mstep: Class 10 contains 76804 members 
Mstep: Class 11 contains 81201 members 
Mstep: Class 12 contains 69897 members 
Mstep: Class 13 contains 79013 members 
Mstep: Class 14 contains 41660 members 
Mstep: Class 16 contains 40739 members 
Mstep: Class 17 contains 52720 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 3094 members 
Entering Unmasked Estep 
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Iteration 144Q: 15 clusters Score -7.555814e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 15814 members 
Mstep: Class 5 contains 26305 members 
Mstep: Class 6 contains 74396 members 
Mstep: Class 9 contains 55023 members 
Mstep: Class 10 contains 76751 members 
Mstep: Class 11 contains 81233 members 
Mstep: Class 12 contains 69914 members 
Mstep: Class 13 contains 79084 members 
Mstep: Class 14 contains 41657 members 
Mstep: Class 16 contains 40735 members 
Mstep: Class 17 contains 52585 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 3149 members 
Entering Unmasked Estep 
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Iteration 145Q: 15 clusters Score -7.555834e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 15822 members 
Mstep: Class 5 contains 26462 members 
Mstep: Class 6 contains 74386 members 
Mstep: Class 9 contains 54857 members 
Mstep: Class 10 contains 76714 members 
Mstep: Class 11 contains 81277 members 
Mstep: Class 12 contains 69903 members 
Mstep: Class 13 contains 79175 members 
Mstep: Class 14 contains 41656 members 
Mstep: Class 16 contains 40735 members 
Mstep: Class 17 contains 52454 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 3203 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 146Q: 15 clusters Score -7.555875e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 15838 members 
Mstep: Class 5 contains 26626 members 
Mstep: Class 6 contains 74375 members 
Mstep: Class 9 contains 54726 members 
Mstep: Class 10 contains 76628 members 
Mstep: Class 11 contains 81326 members 
Mstep: Class 12 contains 69907 members 
Mstep: Class 13 contains 79234 members 
Mstep: Class 14 contains 41643 members 
Mstep: Class 16 contains 40735 members 
Mstep: Class 17 contains 52333 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 3273 members 
Entering Unmasked Estep 
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Iteration 147Q: 15 clusters Score -7.555874e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 15862 members 
Mstep: Class 5 contains 26775 members 
Mstep: Class 6 contains 74369 members 
Mstep: Class 9 contains 54580 members 
Mstep: Class 10 contains 76576 members 
Mstep: Class 11 contains 81348 members 
Mstep: Class 12 contains 69919 members 
Mstep: Class 13 contains 79244 members 
Mstep: Class 14 contains 41626 members 
Mstep: Class 16 contains 40745 members 
Mstep: Class 17 contains 52255 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 3346 members 
Entering Unmasked Estep 
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Iteration 148Q: 15 clusters Score -7.555893e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 15888 members 
Mstep: Class 5 contains 26891 members 
Mstep: Class 6 contains 74361 members 
Mstep: Class 9 contains 54466 members 
Mstep: Class 10 contains 76518 members 
Mstep: Class 11 contains 81378 members 
Mstep: Class 12 contains 69915 members 
Mstep: Class 13 contains 79247 members 
Mstep: Class 14 contains 41598 members 
Mstep: Class 16 contains 40760 members 
Mstep: Class 17 contains 52208 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 3415 members 
Entering Unmasked Estep 
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Iteration 149Q: 15 clusters Score -7.555919e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 15923 members 
Mstep: Class 5 contains 27006 members 
Mstep: Class 6 contains 74345 members 
Mstep: Class 9 contains 54342 members 
Mstep: Class 10 contains 76437 members 
Mstep: Class 11 contains 81386 members 
Mstep: Class 12 contains 69926 members 
Mstep: Class 13 contains 79245 members 
Mstep: Class 14 contains 41599 members 
Mstep: Class 16 contains 40794 members 
Mstep: Class 17 contains 52171 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 3470 members 
Entering Unmasked Estep 
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Iteration 150Q: 15 clusters Score -7.55593e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 15937 members 
Mstep: Class 5 contains 27133 members 
Mstep: Class 6 contains 74326 members 
Mstep: Class 9 contains 54224 members 
Mstep: Class 10 contains 76336 members 
Mstep: Class 11 contains 81435 members 
Mstep: Class 12 contains 69937 members 
Mstep: Class 13 contains 79236 members 
Mstep: Class 14 contains 41594 members 
Mstep: Class 16 contains 40822 members 
Mstep: Class 17 contains 52147 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 3517 members 
Entering Unmasked Estep 
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Iteration 151Q: 15 clusters Score -7.555939e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 15957 members 
Mstep: Class 5 contains 27249 members 
Mstep: Class 6 contains 74325 members 
Mstep: Class 9 contains 54105 members 
Mstep: Class 10 contains 76261 members 
Mstep: Class 11 contains 81458 members 
Mstep: Class 12 contains 69950 members 
Mstep: Class 13 contains 79212 members 
Mstep: Class 14 contains 41583 members 
Mstep: Class 16 contains 40847 members 
Mstep: Class 17 contains 52136 members 
Mstep: Class 21 contains 693 members 
Mstep: Class 22 contains 3559 members 
Entering Unmasked Estep 
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Iteration 152Q: 15 clusters Score -7.555951e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 15958 members 
Mstep: Class 5 contains 27344 members 
Mstep: Class 6 contains 74336 members 
Mstep: Class 9 contains 54010 members 
Mstep: Class 10 contains 76224 members 
Mstep: Class 11 contains 81439 members 
Mstep: Class 12 contains 69969 members 
Mstep: Class 13 contains 79190 members 
Mstep: Class 14 contains 41571 members 
Mstep: Class 16 contains 40868 members 
Mstep: Class 17 contains 52122 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 3610 members 
Entering Unmasked Estep 
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Iteration 153Q: 15 clusters Score -7.555953e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 15959 members 
Mstep: Class 5 contains 27456 members 
Mstep: Class 6 contains 74333 members 
Mstep: Class 9 contains 53887 members 
Mstep: Class 10 contains 76175 members 
Mstep: Class 11 contains 81436 members 
Mstep: Class 12 contains 69971 members 
Mstep: Class 13 contains 79186 members 
Mstep: Class 14 contains 41570 members 
Mstep: Class 16 contains 40878 members 
Mstep: Class 17 contains 52128 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 3662 members 
Entering Unmasked Estep 
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Iteration 154Q: 15 clusters Score -7.555953e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 15966 members 
Mstep: Class 5 contains 27550 members 
Mstep: Class 6 contains 74354 members 
Mstep: Class 9 contains 53792 members 
Mstep: Class 10 contains 76098 members 
Mstep: Class 11 contains 81437 members 
Mstep: Class 12 contains 69969 members 
Mstep: Class 13 contains 79198 members 
Mstep: Class 14 contains 41563 members 
Mstep: Class 16 contains 40882 members 
Mstep: Class 17 contains 52128 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 3701 members 
Entering Unmasked Estep 
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Iteration 155Q: 15 clusters Score -7.555963e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 15962 members 
Mstep: Class 5 contains 27634 members 
Mstep: Class 6 contains 74362 members 
Mstep: Class 9 contains 53711 members 
Mstep: Class 10 contains 76065 members 
Mstep: Class 11 contains 81433 members 
Mstep: Class 12 contains 69967 members 
Mstep: Class 13 contains 79209 members 
Mstep: Class 14 contains 41562 members 
Mstep: Class 16 contains 40877 members 
Mstep: Class 17 contains 52116 members 
Mstep: Class 21 contains 691 members 
Mstep: Class 22 contains 3735 members 
Entering Unmasked Estep 
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Iteration 156Q: 15 clusters Score -7.555982e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 15950 members 
Mstep: Class 5 contains 27709 members 
Mstep: Class 6 contains 74373 members 
Mstep: Class 9 contains 53611 members 
Mstep: Class 10 contains 76058 members 
Mstep: Class 11 contains 81430 members 
Mstep: Class 12 contains 69970 members 
Mstep: Class 13 contains 79212 members 
Mstep: Class 14 contains 41569 members 
Mstep: Class 16 contains 40889 members 
Mstep: Class 17 contains 52085 members 
Mstep: Class 21 contains 691 members 
Mstep: Class 22 contains 3776 members 
Entering Unmasked Estep 
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Iteration 157Q: 15 clusters Score -7.555975e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 15946 members 
Mstep: Class 5 contains 27804 members 
Mstep: Class 6 contains 74390 members 
Mstep: Class 9 contains 53543 members 
Mstep: Class 10 contains 76019 members 
Mstep: Class 11 contains 81433 members 
Mstep: Class 12 contains 69945 members 
Mstep: Class 13 contains 79195 members 
Mstep: Class 14 contains 41584 members 
Mstep: Class 16 contains 40892 members 
Mstep: Class 17 contains 52065 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 3813 members 
Entering Unmasked Estep 
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Iteration 158Q: 15 clusters Score -7.555992e+07 nChanged 943
Entering ConstructFrom: 
Score: -75559920.000000 Penalty: 30347.412109
Entering ConstructFrom: 
Trying to split cluster 1 (3940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Entering Unmasked Estep 
Score: -456192.343750 Penalty: 1345.327148
	Iteration 0F: 2 clusters Score -456192.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -452898.843750 Penalty: 2690.654297
	Iteration 0F: 3 clusters Score -452898.8 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -453730.125000 Penalty: 2690.654297
	Iteration 1F: 3 clusters Score -453730.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -453911.312500 Penalty: 2690.654297
	Iteration 2F: 3 clusters Score -453911.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -454091.875000 Penalty: 2690.654297
	Iteration 3F: 3 clusters Score -454091.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -454421.406250 Penalty: 2690.654297
	Iteration 4F: 3 clusters Score -454421.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -455066.000000 Penalty: 2690.654297
	Iteration 5F: 3 clusters Score -455066 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -455731.781250 Penalty: 2690.654297
	Iteration 6F: 3 clusters Score -455731.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -456137.875000 Penalty: 2690.654297
	Iteration 7F: 3 clusters Score -456137.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -456313.937500 Penalty: 2690.654297
	Iteration 8Q: 3 clusters Score -456313.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -456388.781250 Penalty: 2690.654297
	Iteration 9Q: 3 clusters Score -456388.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -456420.375000 Penalty: 2690.654297
	Iteration 10Q: 3 clusters Score -456420.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -456440.625000 Penalty: 2690.654297
	Iteration 11Q: 3 clusters Score -456440.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -456452.656250 Penalty: 2690.654297
	Iteration 12Q: 3 clusters Score -456452.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -456468.687500 Penalty: 2690.654297
	Iteration 13Q: 3 clusters Score -456468.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -456483.875000 Penalty: 2690.654297
	Iteration 14Q: 3 clusters Score -456483.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -456493.812500 Penalty: 2690.654297
	Iteration 15Q: 3 clusters Score -456493.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -456501.187500 Penalty: 2690.654297
	Iteration 16Q: 3 clusters Score -456501.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -456508.875000 Penalty: 2690.654297
	Iteration 17Q: 3 clusters Score -456508.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -456512.468750 Penalty: 2690.654297
	Iteration 18Q: 3 clusters Score -456512.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -456516.187500 Penalty: 2690.654297
	Iteration 19Q: 3 clusters Score -456516.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -456519.218750 Penalty: 2690.654297
	Iteration 20F: 3 clusters Score -456519.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -456520.656250 Penalty: 2690.654297
	Iteration 21Q: 3 clusters Score -456520.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -456520.718750 Penalty: 2690.654297
	Iteration 22Q: 3 clusters Score -456520.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -456520.718750 Penalty: 2690.654297
	Iteration 23F: 3 clusters Score -456520.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 15955 members 
Mstep: Class 3 contains 309 members 
Mstep: Class 5 contains 27882 members 
Mstep: Class 6 contains 74411 members 
Mstep: Class 9 contains 53474 members 
Mstep: Class 10 contains 75975 members 
Mstep: Class 11 contains 81425 members 
Mstep: Class 12 contains 69932 members 
Mstep: Class 13 contains 79175 members 
Mstep: Class 14 contains 41586 members 
Mstep: Class 16 contains 40898 members 
Mstep: Class 17 contains 52064 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 3849 members 
Entering Unmasked Estep 
Score: -75559528.000000 Penalty: 32515.083984
Splitting cluster 1 changes total score from -75559920.000000 to -75559528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (15955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Entering Unmasked Estep 
Score: -1978799.000000 Penalty: 1572.598267
	Iteration 0F: 2 clusters Score -1978799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1967724.625000 Penalty: 3145.196533
	Iteration 0F: 3 clusters Score -1967725 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1971524.750000 Penalty: 3145.196533
	Iteration 1F: 3 clusters Score -1971525 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1971840.125000 Penalty: 3145.196533
	Iteration 2F: 3 clusters Score -1971840 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1972185.375000 Penalty: 3145.196533
	Iteration 3F: 3 clusters Score -1972185 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1972640.750000 Penalty: 3145.196533
	Iteration 4F: 3 clusters Score -1972641 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1973275.750000 Penalty: 3145.196533
	Iteration 5F: 3 clusters Score -1973276 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1974089.750000 Penalty: 3145.196533
	Iteration 6F: 3 clusters Score -1974090 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1975052.250000 Penalty: 3145.196533
	Iteration 7F: 3 clusters Score -1975052 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1976021.750000 Penalty: 3145.196533
	Iteration 8F: 3 clusters Score -1976022 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1976711.875000 Penalty: 3145.196533
	Iteration 9Q: 3 clusters Score -1976712 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1977079.875000 Penalty: 3145.196533
	Iteration 10Q: 3 clusters Score -1977080 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1977256.500000 Penalty: 3145.196533
	Iteration 11Q: 3 clusters Score -1977256 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1977338.125000 Penalty: 3145.196533
	Iteration 12Q: 3 clusters Score -1977338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1977385.250000 Penalty: 3145.196533
	Iteration 13Q: 3 clusters Score -1977385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1977405.000000 Penalty: 3145.196533
	Iteration 14Q: 3 clusters Score -1977405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1977414.875000 Penalty: 3145.196533
	Iteration 15Q: 3 clusters Score -1977415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1977417.750000 Penalty: 3145.196533
	Iteration 16Q: 3 clusters Score -1977418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1977417.750000 Penalty: 3145.196533
	Iteration 17F: 3 clusters Score -1977418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Entering Unmasked Estep 
Score: -3352761.000000 Penalty: 1663.307251
	Iteration 0F: 2 clusters Score -3352761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -3334033.000000 Penalty: 3326.614502
	Iteration 0F: 3 clusters Score -3334033 nChanged 12704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3341044.250000 Penalty: 3326.614502
	Iteration 1F: 3 clusters Score -3341044 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -3341349.250000 Penalty: 3326.614502
	Iteration 2Q: 3 clusters Score -3341349 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -3341612.000000 Penalty: 3326.614502
	Iteration 3Q: 3 clusters Score -3341612 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3341895.750000 Penalty: 3326.614502
	Iteration 4Q: 3 clusters Score -3341896 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3342223.000000 Penalty: 3326.614502
	Iteration 5Q: 3 clusters Score -3342223 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3342660.750000 Penalty: 3326.614502
	Iteration 6Q: 3 clusters Score -3342661 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -3343234.500000 Penalty: 3326.614502
	Iteration 7Q: 3 clusters Score -3343234 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3343883.750000 Penalty: 3326.614502
	Iteration 8Q: 3 clusters Score -3343884 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -3344530.000000 Penalty: 3326.614502
	Iteration 9Q: 3 clusters Score -3344530 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3345154.750000 Penalty: 3326.614502
	Iteration 10Q: 3 clusters Score -3345155 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3345627.000000 Penalty: 3326.614502
	Iteration 11Q: 3 clusters Score -3345627 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -3346046.500000 Penalty: 3326.614502
	Iteration 12Q: 3 clusters Score -3346046 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3346355.000000 Penalty: 3326.614502
	Iteration 13Q: 3 clusters Score -3346355 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3346574.250000 Penalty: 3326.614502
	Iteration 14Q: 3 clusters Score -3346574 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -3346728.500000 Penalty: 3326.614502
	Iteration 15Q: 3 clusters Score -3346728 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -3346889.500000 Penalty: 3326.614502
	Iteration 16Q: 3 clusters Score -3346890 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -3346990.000000 Penalty: 3326.614502
	Iteration 17Q: 3 clusters Score -3346990 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -3347133.750000 Penalty: 3326.614502
	Iteration 18Q: 3 clusters Score -3347134 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -3347276.500000 Penalty: 3326.614502
	Iteration 19Q: 3 clusters Score -3347276 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3347445.500000 Penalty: 3326.614502
	Iteration 20F: 3 clusters Score -3347446 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -3347587.750000 Penalty: 3326.614502
	Iteration 21Q: 3 clusters Score -3347588 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3347721.000000 Penalty: 3326.614502
	Iteration 22Q: 3 clusters Score -3347721 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -3347914.000000 Penalty: 3326.614502
	Iteration 23Q: 3 clusters Score -3347914 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -3348091.500000 Penalty: 3326.614502
	Iteration 24Q: 3 clusters Score -3348092 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -3348303.000000 Penalty: 3326.614502
	Iteration 25Q: 3 clusters Score -3348303 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -3348578.250000 Penalty: 3326.614502
	Iteration 26Q: 3 clusters Score -3348578 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -3348865.000000 Penalty: 3326.614502
	Iteration 27Q: 3 clusters Score -3348865 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -3349172.750000 Penalty: 3326.614502
	Iteration 28Q: 3 clusters Score -3349173 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -3349486.500000 Penalty: 3326.614502
	Iteration 29Q: 3 clusters Score -3349486 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3349796.500000 Penalty: 3326.614502
	Iteration 30Q: 3 clusters Score -3349796 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3350067.750000 Penalty: 3326.614502
	Iteration 31Q: 3 clusters Score -3350068 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3350314.500000 Penalty: 3326.614502
	Iteration 32Q: 3 clusters Score -3350314 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -3350535.500000 Penalty: 3326.614502
	Iteration 33Q: 3 clusters Score -3350536 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -3350688.750000 Penalty: 3326.614502
	Iteration 34Q: 3 clusters Score -3350689 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -3350811.250000 Penalty: 3326.614502
	Iteration 35Q: 3 clusters Score -3350811 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -3350921.500000 Penalty: 3326.614502
	Iteration 36Q: 3 clusters Score -3350922 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3351011.000000 Penalty: 3326.614502
	Iteration 37Q: 3 clusters Score -3351011 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -3351068.000000 Penalty: 3326.614502
	Iteration 38Q: 3 clusters Score -3351068 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -3351132.250000 Penalty: 3326.614502
	Iteration 39Q: 3 clusters Score -3351132 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -3351178.250000 Penalty: 3326.614502
	Iteration 40F: 3 clusters Score -3351178 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3351216.500000 Penalty: 3326.614502
	Iteration 41Q: 3 clusters Score -3351216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3351237.750000 Penalty: 3326.614502
	Iteration 42Q: 3 clusters Score -3351238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3351262.250000 Penalty: 3326.614502
	Iteration 43Q: 3 clusters Score -3351262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -3351292.250000 Penalty: 3326.614502
	Iteration 44Q: 3 clusters Score -3351292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -3351305.750000 Penalty: 3326.614502
	Iteration 45Q: 3 clusters Score -3351306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -3351335.250000 Penalty: 3326.614502
	Iteration 46Q: 3 clusters Score -3351335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -3351361.000000 Penalty: 3326.614502
	Iteration 47Q: 3 clusters Score -3351361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -3351377.000000 Penalty: 3326.614502
	Iteration 48Q: 3 clusters Score -3351377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -3351388.000000 Penalty: 3326.614502
	Iteration 49Q: 3 clusters Score -3351388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3351399.000000 Penalty: 3326.614502
	Iteration 50Q: 3 clusters Score -3351399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3351404.000000 Penalty: 3326.614502
	Iteration 51Q: 3 clusters Score -3351404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3351412.500000 Penalty: 3326.614502
	Iteration 52Q: 3 clusters Score -3351412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -3351412.000000 Penalty: 3326.614502
	Iteration 53Q: 3 clusters Score -3351412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -3351412.000000 Penalty: 3326.614502
	Iteration 54F: 3 clusters Score -3351412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (74411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Entering Unmasked Estep 
Score: -9252600.000000 Penalty: 1822.820923
	Iteration 0F: 2 clusters Score -9252600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -9204309.000000 Penalty: 3645.641846
	Iteration 0F: 3 clusters Score -9204309 nChanged 35543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -9224888.000000 Penalty: 3645.641846
	Iteration 1F: 3 clusters Score -9224888 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -9225638.000000 Penalty: 3645.641846
	Iteration 2Q: 3 clusters Score -9225638 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -9226707.000000 Penalty: 3645.641846
	Iteration 3Q: 3 clusters Score -9226707 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -9228195.000000 Penalty: 3645.641846
	Iteration 4Q: 3 clusters Score -9228195 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -9230621.000000 Penalty: 3645.641846
	Iteration 5F: 3 clusters Score -9230621 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -9234236.000000 Penalty: 3645.641846
	Iteration 6F: 3 clusters Score -9234236 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -9238903.000000 Penalty: 3645.641846
	Iteration 7F: 3 clusters Score -9238903 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 66127 members 
Entering Unmasked Estep 
Score: -9243666.000000 Penalty: 3645.641846
	Iteration 8F: 3 clusters Score -9243666 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 70076 members 
Entering Unmasked Estep 
Score: -9247314.000000 Penalty: 3645.641846
	Iteration 9F: 3 clusters Score -9247314 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -9249346.000000 Penalty: 3645.641846
	Iteration 10Q: 3 clusters Score -9249346 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 73363 members 
Entering Unmasked Estep 
Score: -9250222.000000 Penalty: 3645.641846
	Iteration 11Q: 3 clusters Score -9250222 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -9250610.000000 Penalty: 3645.641846
	Iteration 12Q: 3 clusters Score -9250610 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 73996 members 
Entering Unmasked Estep 
Score: -9250764.000000 Penalty: 3645.641846
	Iteration 13Q: 3 clusters Score -9250764 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 74084 members 
Entering Unmasked Estep 
Score: -9250878.000000 Penalty: 3645.641846
	Iteration 14Q: 3 clusters Score -9250878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 74121 members 
Entering Unmasked Estep 
Score: -9250930.000000 Penalty: 3645.641846
	Iteration 15Q: 3 clusters Score -9250930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 74135 members 
Entering Unmasked Estep 
Score: -9250960.000000 Penalty: 3645.641846
	Iteration 16Q: 3 clusters Score -9250960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 74147 members 
Entering Unmasked Estep 
Score: -9250981.000000 Penalty: 3645.641846
	Iteration 17Q: 3 clusters Score -9250981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 74154 members 
Entering Unmasked Estep 
Score: -9250999.000000 Penalty: 3645.641846
	Iteration 18Q: 3 clusters Score -9250999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 74159 members 
Entering Unmasked Estep 
Score: -9251002.000000 Penalty: 3645.641846
	Iteration 19Q: 3 clusters Score -9251002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -9251004.000000 Penalty: 3645.641846
	Iteration 20F: 3 clusters Score -9251004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 74165 members 
Entering Unmasked Estep 
Score: -9251011.000000 Penalty: 3645.641846
	Iteration 21Q: 3 clusters Score -9251011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 74167 members 
Entering Unmasked Estep 
Score: -9251015.000000 Penalty: 3645.641846
	Iteration 22Q: 3 clusters Score -9251015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 74170 members 
Entering Unmasked Estep 
Score: -9251014.000000 Penalty: 3645.641846
	Iteration 23Q: 3 clusters Score -9251014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -9251019.000000 Penalty: 3645.641846
	Iteration 24Q: 3 clusters Score -9251019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -9251019.000000 Penalty: 3645.641846
	Iteration 25Q: 3 clusters Score -9251019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 74173 members 
Entering Unmasked Estep 
Score: -9251021.000000 Penalty: 3645.641846
	Iteration 26Q: 3 clusters Score -9251021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 74175 members 
Entering Unmasked Estep 
Score: -9251021.000000 Penalty: 3645.641846
	Iteration 27Q: 3 clusters Score -9251021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -9251027.000000 Penalty: 3645.641846
	Iteration 28Q: 3 clusters Score -9251027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -9251024.000000 Penalty: 3645.641846
	Iteration 29Q: 3 clusters Score -9251024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 74177 members 
Entering Unmasked Estep 
Score: -9251035.000000 Penalty: 3645.641846
	Iteration 30Q: 3 clusters Score -9251035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 74178 members 
Entering Unmasked Estep 
Score: -9251038.000000 Penalty: 3645.641846
	Iteration 31Q: 3 clusters Score -9251038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 74179 members 
Entering Unmasked Estep 
Score: -9251037.000000 Penalty: 3645.641846
	Iteration 32Q: 3 clusters Score -9251037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 74180 members 
Entering Unmasked Estep 
Score: -9251042.000000 Penalty: 3645.641846
	Iteration 33Q: 3 clusters Score -9251042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 74180 members 
Entering Unmasked Estep 
Score: -9251042.000000 Penalty: 3645.641846
	Iteration 34F: 3 clusters Score -9251042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (53474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Entering Unmasked Estep 
Score: -6667194.000000 Penalty: 1769.129395
	Iteration 0F: 2 clusters Score -6667194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -6632078.500000 Penalty: 3538.258789
	Iteration 0F: 3 clusters Score -6632078 nChanged 25109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -6645965.000000 Penalty: 3538.258789
	Iteration 1F: 3 clusters Score -6645965 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -6646349.500000 Penalty: 3538.258789
	Iteration 2Q: 3 clusters Score -6646350 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -6646868.500000 Penalty: 3538.258789
	Iteration 3Q: 3 clusters Score -6646868 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -6647419.000000 Penalty: 3538.258789
	Iteration 4Q: 3 clusters Score -6647419 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -6648214.000000 Penalty: 3538.258789
	Iteration 5Q: 3 clusters Score -6648214 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -6649458.500000 Penalty: 3538.258789
	Iteration 6Q: 3 clusters Score -6649458 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -6651308.500000 Penalty: 3538.258789
	Iteration 7F: 3 clusters Score -6651308 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -6653940.000000 Penalty: 3538.258789
	Iteration 8F: 3 clusters Score -6653940 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -6657177.000000 Penalty: 3538.258789
	Iteration 9F: 3 clusters Score -6657177 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -6660080.000000 Penalty: 3538.258789
	Iteration 10F: 3 clusters Score -6660080 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -6661417.000000 Penalty: 3538.258789
	Iteration 11F: 3 clusters Score -6661417 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -6661923.500000 Penalty: 3538.258789
	Iteration 12Q: 3 clusters Score -6661924 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -6662209.000000 Penalty: 3538.258789
	Iteration 13Q: 3 clusters Score -6662209 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -6662440.000000 Penalty: 3538.258789
	Iteration 14Q: 3 clusters Score -6662440 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -6662674.500000 Penalty: 3538.258789
	Iteration 15Q: 3 clusters Score -6662674 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -6662817.500000 Penalty: 3538.258789
	Iteration 16Q: 3 clusters Score -6662818 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -6662967.000000 Penalty: 3538.258789
	Iteration 17Q: 3 clusters Score -6662967 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -6663063.000000 Penalty: 3538.258789
	Iteration 18Q: 3 clusters Score -6663063 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -6663152.500000 Penalty: 3538.258789
	Iteration 19Q: 3 clusters Score -6663152 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -6663243.000000 Penalty: 3538.258789
	Iteration 20F: 3 clusters Score -6663243 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -6663318.000000 Penalty: 3538.258789
	Iteration 21Q: 3 clusters Score -6663318 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -6663372.000000 Penalty: 3538.258789
	Iteration 22Q: 3 clusters Score -6663372 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -6663447.500000 Penalty: 3538.258789
	Iteration 23Q: 3 clusters Score -6663448 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -6663543.000000 Penalty: 3538.258789
	Iteration 24Q: 3 clusters Score -6663543 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -6663608.500000 Penalty: 3538.258789
	Iteration 25Q: 3 clusters Score -6663608 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -6663635.500000 Penalty: 3538.258789
	Iteration 26Q: 3 clusters Score -6663636 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -6663681.500000 Penalty: 3538.258789
	Iteration 27Q: 3 clusters Score -6663682 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -6663780.500000 Penalty: 3538.258789
	Iteration 28Q: 3 clusters Score -6663780 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -6663841.500000 Penalty: 3538.258789
	Iteration 29Q: 3 clusters Score -6663842 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -6663899.500000 Penalty: 3538.258789
	Iteration 30Q: 3 clusters Score -6663900 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -6663935.000000 Penalty: 3538.258789
	Iteration 31Q: 3 clusters Score -6663935 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -6663947.500000 Penalty: 3538.258789
	Iteration 32Q: 3 clusters Score -6663948 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -6663997.500000 Penalty: 3538.258789
	Iteration 33Q: 3 clusters Score -6663998 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -6664014.000000 Penalty: 3538.258789
	Iteration 34Q: 3 clusters Score -6664014 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -6664050.000000 Penalty: 3538.258789
	Iteration 35Q: 3 clusters Score -6664050 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -6664117.500000 Penalty: 3538.258789
	Iteration 36Q: 3 clusters Score -6664118 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -6664173.000000 Penalty: 3538.258789
	Iteration 37Q: 3 clusters Score -6664173 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -6664240.500000 Penalty: 3538.258789
	Iteration 38Q: 3 clusters Score -6664240 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -6664314.500000 Penalty: 3538.258789
	Iteration 39Q: 3 clusters Score -6664314 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -6664360.000000 Penalty: 3538.258789
	Iteration 40F: 3 clusters Score -6664360 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -6664433.500000 Penalty: 3538.258789
	Iteration 41Q: 3 clusters Score -6664434 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -6664482.500000 Penalty: 3538.258789
	Iteration 42Q: 3 clusters Score -6664482 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -6664559.500000 Penalty: 3538.258789
	Iteration 43Q: 3 clusters Score -6664560 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -6664668.000000 Penalty: 3538.258789
	Iteration 44Q: 3 clusters Score -6664668 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -6664781.500000 Penalty: 3538.258789
	Iteration 45Q: 3 clusters Score -6664782 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -6664840.000000 Penalty: 3538.258789
	Iteration 46Q: 3 clusters Score -6664840 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -6664945.500000 Penalty: 3538.258789
	Iteration 47Q: 3 clusters Score -6664946 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -6665002.000000 Penalty: 3538.258789
	Iteration 48Q: 3 clusters Score -6665002 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -6665072.000000 Penalty: 3538.258789
	Iteration 49Q: 3 clusters Score -6665072 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -6665171.000000 Penalty: 3538.258789
	Iteration 50Q: 3 clusters Score -6665171 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -6665241.500000 Penalty: 3538.258789
	Iteration 51Q: 3 clusters Score -6665242 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -6665331.500000 Penalty: 3538.258789
	Iteration 52Q: 3 clusters Score -6665332 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -6665399.500000 Penalty: 3538.258789
	Iteration 53Q: 3 clusters Score -6665400 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -6665437.000000 Penalty: 3538.258789
	Iteration 54Q: 3 clusters Score -6665437 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -6665492.500000 Penalty: 3538.258789
	Iteration 55Q: 3 clusters Score -6665492 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -6665531.000000 Penalty: 3538.258789
	Iteration 56Q: 3 clusters Score -6665531 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -6665566.000000 Penalty: 3538.258789
	Iteration 57Q: 3 clusters Score -6665566 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -6665570.000000 Penalty: 3538.258789
	Iteration 58Q: 3 clusters Score -6665570 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -6665650.000000 Penalty: 3538.258789
	Iteration 59Q: 3 clusters Score -6665650 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -6665675.000000 Penalty: 3538.258789
	Iteration 60F: 3 clusters Score -6665675 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -6665711.000000 Penalty: 3538.258789
	Iteration 61Q: 3 clusters Score -6665711 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -6665726.000000 Penalty: 3538.258789
	Iteration 62Q: 3 clusters Score -6665726 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -6665727.500000 Penalty: 3538.258789
	Iteration 63Q: 3 clusters Score -6665728 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6665754.500000 Penalty: 3538.258789
	Iteration 64Q: 3 clusters Score -6665754 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6665774.000000 Penalty: 3538.258789
	Iteration 65Q: 3 clusters Score -6665774 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6665803.000000 Penalty: 3538.258789
	Iteration 66Q: 3 clusters Score -6665803 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6665834.500000 Penalty: 3538.258789
	Iteration 67Q: 3 clusters Score -6665834 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6665871.500000 Penalty: 3538.258789
	Iteration 68Q: 3 clusters Score -6665872 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6665919.000000 Penalty: 3538.258789
	Iteration 69Q: 3 clusters Score -6665919 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6665914.500000 Penalty: 3538.258789
	Iteration 70Q: 3 clusters Score -6665914 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6665915.000000 Penalty: 3538.258789
	Iteration 71Q: 3 clusters Score -6665915 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6665928.500000 Penalty: 3538.258789
	Iteration 72Q: 3 clusters Score -6665928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6665922.500000 Penalty: 3538.258789
	Iteration 73Q: 3 clusters Score -6665922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6665920.500000 Penalty: 3538.258789
	Iteration 74Q: 3 clusters Score -6665920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6665932.500000 Penalty: 3538.258789
	Iteration 75Q: 3 clusters Score -6665932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6665956.500000 Penalty: 3538.258789
	Iteration 76Q: 3 clusters Score -6665956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6665948.500000 Penalty: 3538.258789
	Iteration 77Q: 3 clusters Score -6665948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6665948.000000 Penalty: 3538.258789
	Iteration 78Q: 3 clusters Score -6665948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6665944.000000 Penalty: 3538.258789
	Iteration 79Q: 3 clusters Score -6665944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6665944.500000 Penalty: 3538.258789
	Iteration 80F: 3 clusters Score -6665944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6665939.000000 Penalty: 3538.258789
	Iteration 81Q: 3 clusters Score -6665939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6665942.500000 Penalty: 3538.258789
	Iteration 82Q: 3 clusters Score -6665942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6665938.500000 Penalty: 3538.258789
	Iteration 83Q: 3 clusters Score -6665938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6665926.500000 Penalty: 3538.258789
	Iteration 84Q: 3 clusters Score -6665926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6665925.500000 Penalty: 3538.258789
	Iteration 85Q: 3 clusters Score -6665926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6665935.000000 Penalty: 3538.258789
	Iteration 86Q: 3 clusters Score -6665935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6665945.000000 Penalty: 3538.258789
	Iteration 87Q: 3 clusters Score -6665945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6665948.500000 Penalty: 3538.258789
	Iteration 88Q: 3 clusters Score -6665948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6665945.500000 Penalty: 3538.258789
	Iteration 89Q: 3 clusters Score -6665946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6665944.500000 Penalty: 3538.258789
	Iteration 90Q: 3 clusters Score -6665944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6665953.000000 Penalty: 3538.258789
	Iteration 91Q: 3 clusters Score -6665953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6665942.500000 Penalty: 3538.258789
	Iteration 92Q: 3 clusters Score -6665942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6665952.500000 Penalty: 3538.258789
	Iteration 93Q: 3 clusters Score -6665952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6665949.500000 Penalty: 3538.258789
	Iteration 94Q: 3 clusters Score -6665950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6665956.500000 Penalty: 3538.258789
	Iteration 95Q: 3 clusters Score -6665956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6665965.500000 Penalty: 3538.258789
	Iteration 96Q: 3 clusters Score -6665966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6665976.500000 Penalty: 3538.258789
	Iteration 97Q: 3 clusters Score -6665976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6665977.500000 Penalty: 3538.258789
	Iteration 98Q: 3 clusters Score -6665978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52743 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6665987.500000 Penalty: 3538.258789
	Iteration 99Q: 3 clusters Score -6665988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6665988.500000 Penalty: 3538.258789
	Iteration 100F: 3 clusters Score -6665988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6665989.000000 Penalty: 3538.258789
	Iteration 101Q: 3 clusters Score -6665989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6665991.500000 Penalty: 3538.258789
	Iteration 102Q: 3 clusters Score -6665992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6665991.500000 Penalty: 3538.258789
	Iteration 103F: 3 clusters Score -6665992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (75975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75975 members 
Entering Unmasked Estep 
Score: -9404383.000000 Penalty: 1826.200928
	Iteration 0F: 2 clusters Score -9404383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -9354553.000000 Penalty: 3652.401855
	Iteration 0F: 3 clusters Score -9354553 nChanged 36087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -9375834.000000 Penalty: 3652.401855
	Iteration 1F: 3 clusters Score -9375834 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -9377168.000000 Penalty: 3652.401855
	Iteration 2Q: 3 clusters Score -9377168 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -9378882.000000 Penalty: 3652.401855
	Iteration 3Q: 3 clusters Score -9378882 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -9381119.000000 Penalty: 3652.401855
	Iteration 4Q: 3 clusters Score -9381119 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -9383722.000000 Penalty: 3652.401855
	Iteration 5F: 3 clusters Score -9383722 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -9386511.000000 Penalty: 3652.401855
	Iteration 6F: 3 clusters Score -9386511 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -9389250.000000 Penalty: 3652.401855
	Iteration 7F: 3 clusters Score -9389250 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -9391507.000000 Penalty: 3652.401855
	Iteration 8F: 3 clusters Score -9391507 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -9393184.000000 Penalty: 3652.401855
	Iteration 9Q: 3 clusters Score -9393184 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -9394192.000000 Penalty: 3652.401855
	Iteration 10Q: 3 clusters Score -9394192 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56063 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -9394667.000000 Penalty: 3652.401855
	Iteration 11Q: 3 clusters Score -9394667 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -9395081.000000 Penalty: 3652.401855
	Iteration 12Q: 3 clusters Score -9395081 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -9395462.000000 Penalty: 3652.401855
	Iteration 13Q: 3 clusters Score -9395462 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -9395860.000000 Penalty: 3652.401855
	Iteration 14Q: 3 clusters Score -9395860 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -9396326.000000 Penalty: 3652.401855
	Iteration 15Q: 3 clusters Score -9396326 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -9396893.000000 Penalty: 3652.401855
	Iteration 16Q: 3 clusters Score -9396893 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64253 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -9397458.000000 Penalty: 3652.401855
	Iteration 17Q: 3 clusters Score -9397458 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -9398020.000000 Penalty: 3652.401855
	Iteration 18Q: 3 clusters Score -9398020 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67248 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -9398727.000000 Penalty: 3652.401855
	Iteration 19Q: 3 clusters Score -9398727 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68667 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -9399423.000000 Penalty: 3652.401855
	Iteration 20F: 3 clusters Score -9399423 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -9400086.000000 Penalty: 3652.401855
	Iteration 21Q: 3 clusters Score -9400086 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -9400690.000000 Penalty: 3652.401855
	Iteration 22Q: 3 clusters Score -9400690 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -9401167.000000 Penalty: 3652.401855
	Iteration 23Q: 3 clusters Score -9401167 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -9401527.000000 Penalty: 3652.401855
	Iteration 24Q: 3 clusters Score -9401527 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73247 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -9401778.000000 Penalty: 3652.401855
	Iteration 25Q: 3 clusters Score -9401778 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -9402016.000000 Penalty: 3652.401855
	Iteration 26Q: 3 clusters Score -9402016 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -9402239.000000 Penalty: 3652.401855
	Iteration 27Q: 3 clusters Score -9402239 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74394 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -9402425.000000 Penalty: 3652.401855
	Iteration 28Q: 3 clusters Score -9402425 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -9402545.000000 Penalty: 3652.401855
	Iteration 29Q: 3 clusters Score -9402545 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74831 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9402616.000000 Penalty: 3652.401855
	Iteration 30Q: 3 clusters Score -9402616 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74979 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -9402684.000000 Penalty: 3652.401855
	Iteration 31Q: 3 clusters Score -9402684 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75079 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9402753.000000 Penalty: 3652.401855
	Iteration 32Q: 3 clusters Score -9402753 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75157 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9402783.000000 Penalty: 3652.401855
	Iteration 33Q: 3 clusters Score -9402783 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75225 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9402816.000000 Penalty: 3652.401855
	Iteration 34Q: 3 clusters Score -9402816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75273 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9402841.000000 Penalty: 3652.401855
	Iteration 35Q: 3 clusters Score -9402841 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75302 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9402839.000000 Penalty: 3652.401855
	Iteration 36Q: 3 clusters Score -9402839 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75334 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9402872.000000 Penalty: 3652.401855
	Iteration 37Q: 3 clusters Score -9402872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9402871.000000 Penalty: 3652.401855
	Iteration 38Q: 3 clusters Score -9402871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9402885.000000 Penalty: 3652.401855
	Iteration 39Q: 3 clusters Score -9402885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9402901.000000 Penalty: 3652.401855
	Iteration 40F: 3 clusters Score -9402901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75412 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9402895.000000 Penalty: 3652.401855
	Iteration 41Q: 3 clusters Score -9402895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75433 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9402911.000000 Penalty: 3652.401855
	Iteration 42Q: 3 clusters Score -9402911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75445 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9402910.000000 Penalty: 3652.401855
	Iteration 43Q: 3 clusters Score -9402910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9402914.000000 Penalty: 3652.401855
	Iteration 44Q: 3 clusters Score -9402914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75457 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9402906.000000 Penalty: 3652.401855
	Iteration 45Q: 3 clusters Score -9402906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75460 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9402918.000000 Penalty: 3652.401855
	Iteration 46Q: 3 clusters Score -9402918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9402919.000000 Penalty: 3652.401855
	Iteration 47Q: 3 clusters Score -9402919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9402920.000000 Penalty: 3652.401855
	Iteration 48Q: 3 clusters Score -9402920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9402930.000000 Penalty: 3652.401855
	Iteration 49Q: 3 clusters Score -9402930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75464 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9402929.000000 Penalty: 3652.401855
	Iteration 50Q: 3 clusters Score -9402929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75469 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9402937.000000 Penalty: 3652.401855
	Iteration 51Q: 3 clusters Score -9402937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9402926.000000 Penalty: 3652.401855
	Iteration 52Q: 3 clusters Score -9402926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75475 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9402934.000000 Penalty: 3652.401855
	Iteration 53Q: 3 clusters Score -9402934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75479 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9402934.000000 Penalty: 3652.401855
	Iteration 54Q: 3 clusters Score -9402934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75482 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9402933.000000 Penalty: 3652.401855
	Iteration 55Q: 3 clusters Score -9402933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75483 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9402939.000000 Penalty: 3652.401855
	Iteration 56Q: 3 clusters Score -9402939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9402942.000000 Penalty: 3652.401855
	Iteration 57Q: 3 clusters Score -9402942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9402942.000000 Penalty: 3652.401855
	Iteration 58F: 3 clusters Score -9402942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81425 members 
Entering Unmasked Estep 
Score: -10137961.000000 Penalty: 1837.458618
	Iteration 0F: 2 clusters Score -1.013796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -10086400.000000 Penalty: 3674.917236
	Iteration 0F: 3 clusters Score -1.00864e+07 nChanged 38883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -10108685.000000 Penalty: 3674.917236
	Iteration 1F: 3 clusters Score -1.010868e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -10109826.000000 Penalty: 3674.917236
	Iteration 2Q: 3 clusters Score -1.010983e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -10111861.000000 Penalty: 3674.917236
	Iteration 3F: 3 clusters Score -1.011186e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -10115733.000000 Penalty: 3674.917236
	Iteration 4F: 3 clusters Score -1.011573e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -10121936.000000 Penalty: 3674.917236
	Iteration 5F: 3 clusters Score -1.012194e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 71631 members 
Entering Unmasked Estep 
Score: -10129078.000000 Penalty: 3674.917236
	Iteration 6F: 3 clusters Score -1.012908e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 77018 members 
Entering Unmasked Estep 
Score: -10133934.000000 Penalty: 3674.917236
	Iteration 7F: 3 clusters Score -1.013393e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 79611 members 
Entering Unmasked Estep 
Score: -10135623.000000 Penalty: 3674.917236
	Iteration 8Q: 3 clusters Score -1.013562e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 80529 members 
Entering Unmasked Estep 
Score: -10136198.000000 Penalty: 3674.917236
	Iteration 9Q: 3 clusters Score -1.01362e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 80833 members 
Entering Unmasked Estep 
Score: -10136408.000000 Penalty: 3674.917236
	Iteration 10Q: 3 clusters Score -1.013641e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -10136557.000000 Penalty: 3674.917236
	Iteration 11Q: 3 clusters Score -1.013656e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 80982 members 
Entering Unmasked Estep 
Score: -10136638.000000 Penalty: 3674.917236
	Iteration 12Q: 3 clusters Score -1.013664e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 81005 members 
Entering Unmasked Estep 
Score: -10136656.000000 Penalty: 3674.917236
	Iteration 13Q: 3 clusters Score -1.013666e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 81013 members 
Entering Unmasked Estep 
Score: -10136665.000000 Penalty: 3674.917236
	Iteration 14Q: 3 clusters Score -1.013666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 81023 members 
Entering Unmasked Estep 
Score: -10136676.000000 Penalty: 3674.917236
	Iteration 15Q: 3 clusters Score -1.013668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 81031 members 
Entering Unmasked Estep 
Score: -10136680.000000 Penalty: 3674.917236
	Iteration 16Q: 3 clusters Score -1.013668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 81034 members 
Entering Unmasked Estep 
Score: -10136682.000000 Penalty: 3674.917236
	Iteration 17Q: 3 clusters Score -1.013668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 81043 members 
Entering Unmasked Estep 
Score: -10136679.000000 Penalty: 3674.917236
	Iteration 18Q: 3 clusters Score -1.013668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -10136683.000000 Penalty: 3674.917236
	Iteration 19Q: 3 clusters Score -1.013668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -10136679.000000 Penalty: 3674.917236
	Iteration 20F: 3 clusters Score -1.013668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 81048 members 
Entering Unmasked Estep 
Score: -10136687.000000 Penalty: 3674.917236
	Iteration 21Q: 3 clusters Score -1.013669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 81050 members 
Entering Unmasked Estep 
Score: -10136681.000000 Penalty: 3674.917236
	Iteration 22Q: 3 clusters Score -1.013668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 81051 members 
Entering Unmasked Estep 
Score: -10136684.000000 Penalty: 3674.917236
	Iteration 23Q: 3 clusters Score -1.013668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 81052 members 
Entering Unmasked Estep 
Score: -10136680.000000 Penalty: 3674.917236
	Iteration 24Q: 3 clusters Score -1.013668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 81052 members 
Entering Unmasked Estep 
Score: -10136680.000000 Penalty: 3674.917236
	Iteration 25F: 3 clusters Score -1.013668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69932 members 
Entering Unmasked Estep 
Score: -8710832.000000 Penalty: 1812.732666
	Iteration 0F: 2 clusters Score -8710832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -8665372.000000 Penalty: 3625.465332
	Iteration 0F: 3 clusters Score -8665372 nChanged 33112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -8683936.000000 Penalty: 3625.465332
	Iteration 1F: 3 clusters Score -8683936 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -8684413.000000 Penalty: 3625.465332
	Iteration 2Q: 3 clusters Score -8684413 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -8684883.000000 Penalty: 3625.465332
	Iteration 3Q: 3 clusters Score -8684883 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -8685455.000000 Penalty: 3625.465332
	Iteration 4Q: 3 clusters Score -8685455 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -8686125.000000 Penalty: 3625.465332
	Iteration 5Q: 3 clusters Score -8686125 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -8687057.000000 Penalty: 3625.465332
	Iteration 6Q: 3 clusters Score -8687057 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -8688356.000000 Penalty: 3625.465332
	Iteration 7Q: 3 clusters Score -8688356 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -8690417.000000 Penalty: 3625.465332
	Iteration 8F: 3 clusters Score -8690417 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -8693313.000000 Penalty: 3625.465332
	Iteration 9F: 3 clusters Score -8693313 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -8696896.000000 Penalty: 3625.465332
	Iteration 10F: 3 clusters Score -8696896 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -8700428.000000 Penalty: 3625.465332
	Iteration 11F: 3 clusters Score -8700428 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -8703193.000000 Penalty: 3625.465332
	Iteration 12Q: 3 clusters Score -8703193 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -8705033.000000 Penalty: 3625.465332
	Iteration 13Q: 3 clusters Score -8705033 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -8706214.000000 Penalty: 3625.465332
	Iteration 14Q: 3 clusters Score -8706214 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -8707091.000000 Penalty: 3625.465332
	Iteration 15Q: 3 clusters Score -8707091 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 67250 members 
Entering Unmasked Estep 
Score: -8707782.000000 Penalty: 3625.465332
	Iteration 16Q: 3 clusters Score -8707782 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -8708279.000000 Penalty: 3625.465332
	Iteration 17Q: 3 clusters Score -8708279 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -8708625.000000 Penalty: 3625.465332
	Iteration 18Q: 3 clusters Score -8708625 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 68665 members 
Entering Unmasked Estep 
Score: -8708854.000000 Penalty: 3625.465332
	Iteration 19Q: 3 clusters Score -8708854 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 68857 members 
Entering Unmasked Estep 
Score: -8708988.000000 Penalty: 3625.465332
	Iteration 20F: 3 clusters Score -8708988 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -8709077.000000 Penalty: 3625.465332
	Iteration 21Q: 3 clusters Score -8709077 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 69093 members 
Entering Unmasked Estep 
Score: -8709165.000000 Penalty: 3625.465332
	Iteration 22Q: 3 clusters Score -8709165 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 69172 members 
Entering Unmasked Estep 
Score: -8709217.000000 Penalty: 3625.465332
	Iteration 23Q: 3 clusters Score -8709217 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 69235 members 
Entering Unmasked Estep 
Score: -8709242.000000 Penalty: 3625.465332
	Iteration 24Q: 3 clusters Score -8709242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 69281 members 
Entering Unmasked Estep 
Score: -8709284.000000 Penalty: 3625.465332
	Iteration 25Q: 3 clusters Score -8709284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -8709305.000000 Penalty: 3625.465332
	Iteration 26Q: 3 clusters Score -8709305 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -8709337.000000 Penalty: 3625.465332
	Iteration 27Q: 3 clusters Score -8709337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 69369 members 
Entering Unmasked Estep 
Score: -8709350.000000 Penalty: 3625.465332
	Iteration 28Q: 3 clusters Score -8709350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 69382 members 
Entering Unmasked Estep 
Score: -8709361.000000 Penalty: 3625.465332
	Iteration 29Q: 3 clusters Score -8709361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 69390 members 
Entering Unmasked Estep 
Score: -8709361.000000 Penalty: 3625.465332
	Iteration 30Q: 3 clusters Score -8709361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 69394 members 
Entering Unmasked Estep 
Score: -8709357.000000 Penalty: 3625.465332
	Iteration 31Q: 3 clusters Score -8709357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 69401 members 
Entering Unmasked Estep 
Score: -8709375.000000 Penalty: 3625.465332
	Iteration 32Q: 3 clusters Score -8709375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
Score: -8709368.000000 Penalty: 3625.465332
	Iteration 33Q: 3 clusters Score -8709368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
Score: -8709377.000000 Penalty: 3625.465332
	Iteration 34Q: 3 clusters Score -8709377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -8709387.000000 Penalty: 3625.465332
	Iteration 35Q: 3 clusters Score -8709387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 69427 members 
Entering Unmasked Estep 
Score: -8709380.000000 Penalty: 3625.465332
	Iteration 36Q: 3 clusters Score -8709380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -8709388.000000 Penalty: 3625.465332
	Iteration 37Q: 3 clusters Score -8709388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 69442 members 
Entering Unmasked Estep 
Score: -8709381.000000 Penalty: 3625.465332
	Iteration 38Q: 3 clusters Score -8709381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
Score: -8709395.000000 Penalty: 3625.465332
	Iteration 39Q: 3 clusters Score -8709395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -8709411.000000 Penalty: 3625.465332
	Iteration 40F: 3 clusters Score -8709411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -8709412.000000 Penalty: 3625.465332
	Iteration 41Q: 3 clusters Score -8709412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -8709408.000000 Penalty: 3625.465332
	Iteration 42Q: 3 clusters Score -8709408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
Score: -8709409.000000 Penalty: 3625.465332
	Iteration 43Q: 3 clusters Score -8709409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 69466 members 
Entering Unmasked Estep 
Score: -8709408.000000 Penalty: 3625.465332
	Iteration 44Q: 3 clusters Score -8709408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 69468 members 
Entering Unmasked Estep 
Score: -8709411.000000 Penalty: 3625.465332
	Iteration 45Q: 3 clusters Score -8709411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 69468 members 
Entering Unmasked Estep 
Score: -8709411.000000 Penalty: 3625.465332
	Iteration 46F: 3 clusters Score -8709411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Entering Unmasked Estep 
Score: -9777886.000000 Penalty: 1832.905151
	Iteration 0F: 2 clusters Score -9777886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -9727022.000000 Penalty: 3665.810303
	Iteration 0F: 3 clusters Score -9727022 nChanged 37736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -9749181.000000 Penalty: 3665.810303
	Iteration 1F: 3 clusters Score -9749181 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -9750127.000000 Penalty: 3665.810303
	Iteration 2Q: 3 clusters Score -9750127 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -9751112.000000 Penalty: 3665.810303
	Iteration 3Q: 3 clusters Score -9751112 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -9752416.000000 Penalty: 3665.810303
	Iteration 4Q: 3 clusters Score -9752416 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -9754234.000000 Penalty: 3665.810303
	Iteration 5Q: 3 clusters Score -9754234 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -9756784.000000 Penalty: 3665.810303
	Iteration 6F: 3 clusters Score -9756784 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -9760091.000000 Penalty: 3665.810303
	Iteration 7F: 3 clusters Score -9760091 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -9763801.000000 Penalty: 3665.810303
	Iteration 8F: 3 clusters Score -9763801 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55778 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -9767021.000000 Penalty: 3665.810303
	Iteration 9F: 3 clusters Score -9767021 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -9769183.000000 Penalty: 3665.810303
	Iteration 10Q: 3 clusters Score -9769183 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -9770417.000000 Penalty: 3665.810303
	Iteration 11Q: 3 clusters Score -9770417 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62471 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -9771442.000000 Penalty: 3665.810303
	Iteration 12Q: 3 clusters Score -9771442 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -9772211.000000 Penalty: 3665.810303
	Iteration 13Q: 3 clusters Score -9772211 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -9772953.000000 Penalty: 3665.810303
	Iteration 14Q: 3 clusters Score -9772953 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -9773723.000000 Penalty: 3665.810303
	Iteration 15Q: 3 clusters Score -9773723 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -9774359.000000 Penalty: 3665.810303
	Iteration 16Q: 3 clusters Score -9774359 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -9774825.000000 Penalty: 3665.810303
	Iteration 17Q: 3 clusters Score -9774825 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -9775294.000000 Penalty: 3665.810303
	Iteration 18Q: 3 clusters Score -9775294 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73743 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -9775711.000000 Penalty: 3665.810303
	Iteration 19Q: 3 clusters Score -9775711 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74780 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -9776044.000000 Penalty: 3665.810303
	Iteration 20F: 3 clusters Score -9776044 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75634 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -9776316.000000 Penalty: 3665.810303
	Iteration 21Q: 3 clusters Score -9776316 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76322 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -9776442.000000 Penalty: 3665.810303
	Iteration 22Q: 3 clusters Score -9776442 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76824 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9776537.000000 Penalty: 3665.810303
	Iteration 23Q: 3 clusters Score -9776537 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9776560.000000 Penalty: 3665.810303
	Iteration 24Q: 3 clusters Score -9776560 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77494 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -9776596.000000 Penalty: 3665.810303
	Iteration 25Q: 3 clusters Score -9776596 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77732 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9776612.000000 Penalty: 3665.810303
	Iteration 26Q: 3 clusters Score -9776612 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77925 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9776650.000000 Penalty: 3665.810303
	Iteration 27Q: 3 clusters Score -9776650 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78080 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9776647.000000 Penalty: 3665.810303
	Iteration 28Q: 3 clusters Score -9776647 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78190 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -9776694.000000 Penalty: 3665.810303
	Iteration 29Q: 3 clusters Score -9776694 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78301 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9776698.000000 Penalty: 3665.810303
	Iteration 30Q: 3 clusters Score -9776698 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9776754.000000 Penalty: 3665.810303
	Iteration 31Q: 3 clusters Score -9776754 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78428 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9776762.000000 Penalty: 3665.810303
	Iteration 32Q: 3 clusters Score -9776762 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78472 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9776774.000000 Penalty: 3665.810303
	Iteration 33Q: 3 clusters Score -9776774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78506 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9776783.000000 Penalty: 3665.810303
	Iteration 34Q: 3 clusters Score -9776783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9776785.000000 Penalty: 3665.810303
	Iteration 35Q: 3 clusters Score -9776785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78572 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9776800.000000 Penalty: 3665.810303
	Iteration 36Q: 3 clusters Score -9776800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9776799.000000 Penalty: 3665.810303
	Iteration 37Q: 3 clusters Score -9776799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78617 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9776813.000000 Penalty: 3665.810303
	Iteration 38Q: 3 clusters Score -9776813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9776795.000000 Penalty: 3665.810303
	Iteration 39Q: 3 clusters Score -9776795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78644 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9776805.000000 Penalty: 3665.810303
	Iteration 40F: 3 clusters Score -9776805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78653 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9776811.000000 Penalty: 3665.810303
	Iteration 41Q: 3 clusters Score -9776811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78662 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9776821.000000 Penalty: 3665.810303
	Iteration 42Q: 3 clusters Score -9776821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78668 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9776817.000000 Penalty: 3665.810303
	Iteration 43Q: 3 clusters Score -9776817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78674 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9776816.000000 Penalty: 3665.810303
	Iteration 44Q: 3 clusters Score -9776816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78678 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9776818.000000 Penalty: 3665.810303
	Iteration 45Q: 3 clusters Score -9776818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78680 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9776820.000000 Penalty: 3665.810303
	Iteration 46Q: 3 clusters Score -9776820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78682 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9776824.000000 Penalty: 3665.810303
	Iteration 47Q: 3 clusters Score -9776824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9776822.000000 Penalty: 3665.810303
	Iteration 48Q: 3 clusters Score -9776822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9776822.000000 Penalty: 3665.810303
	Iteration 49F: 3 clusters Score -9776822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Entering Unmasked Estep 
Score: -5168282.500000 Penalty: 1728.271851
	Iteration 0F: 2 clusters Score -5168282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -5140600.000000 Penalty: 3456.543701
	Iteration 0F: 3 clusters Score -5140600 nChanged 19376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -5151290.500000 Penalty: 3456.543701
	Iteration 1F: 3 clusters Score -5151290 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -5151723.500000 Penalty: 3456.543701
	Iteration 2Q: 3 clusters Score -5151724 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -5152239.500000 Penalty: 3456.543701
	Iteration 3Q: 3 clusters Score -5152240 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -5152825.000000 Penalty: 3456.543701
	Iteration 4Q: 3 clusters Score -5152825 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -5153659.000000 Penalty: 3456.543701
	Iteration 5Q: 3 clusters Score -5153659 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -5154834.000000 Penalty: 3456.543701
	Iteration 6F: 3 clusters Score -5154834 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -5156225.000000 Penalty: 3456.543701
	Iteration 7F: 3 clusters Score -5156225 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -5157913.500000 Penalty: 3456.543701
	Iteration 8F: 3 clusters Score -5157914 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -5159760.500000 Penalty: 3456.543701
	Iteration 9F: 3 clusters Score -5159760 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -5161393.500000 Penalty: 3456.543701
	Iteration 10F: 3 clusters Score -5161394 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -5162549.000000 Penalty: 3456.543701
	Iteration 11Q: 3 clusters Score -5162549 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -5163356.000000 Penalty: 3456.543701
	Iteration 12Q: 3 clusters Score -5163356 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -5163902.500000 Penalty: 3456.543701
	Iteration 13Q: 3 clusters Score -5163902 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -5164225.000000 Penalty: 3456.543701
	Iteration 14Q: 3 clusters Score -5164225 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -5164533.500000 Penalty: 3456.543701
	Iteration 15Q: 3 clusters Score -5164534 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -5164760.500000 Penalty: 3456.543701
	Iteration 16Q: 3 clusters Score -5164760 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -5164981.000000 Penalty: 3456.543701
	Iteration 17Q: 3 clusters Score -5164981 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -5165140.000000 Penalty: 3456.543701
	Iteration 18Q: 3 clusters Score -5165140 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -5165272.500000 Penalty: 3456.543701
	Iteration 19Q: 3 clusters Score -5165272 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -5165395.500000 Penalty: 3456.543701
	Iteration 20F: 3 clusters Score -5165396 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -5165502.500000 Penalty: 3456.543701
	Iteration 21Q: 3 clusters Score -5165502 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -5165607.000000 Penalty: 3456.543701
	Iteration 22Q: 3 clusters Score -5165607 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -5165705.000000 Penalty: 3456.543701
	Iteration 23Q: 3 clusters Score -5165705 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -5165838.500000 Penalty: 3456.543701
	Iteration 24Q: 3 clusters Score -5165838 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -5165927.500000 Penalty: 3456.543701
	Iteration 25Q: 3 clusters Score -5165928 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -5166010.500000 Penalty: 3456.543701
	Iteration 26Q: 3 clusters Score -5166010 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -5166080.000000 Penalty: 3456.543701
	Iteration 27Q: 3 clusters Score -5166080 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -5166155.000000 Penalty: 3456.543701
	Iteration 28Q: 3 clusters Score -5166155 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -5166215.500000 Penalty: 3456.543701
	Iteration 29Q: 3 clusters Score -5166216 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -5166278.000000 Penalty: 3456.543701
	Iteration 30Q: 3 clusters Score -5166278 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -5166343.500000 Penalty: 3456.543701
	Iteration 31Q: 3 clusters Score -5166344 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -5166391.000000 Penalty: 3456.543701
	Iteration 32Q: 3 clusters Score -5166391 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -5166442.000000 Penalty: 3456.543701
	Iteration 33Q: 3 clusters Score -5166442 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -5166484.500000 Penalty: 3456.543701
	Iteration 34Q: 3 clusters Score -5166484 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -5166511.500000 Penalty: 3456.543701
	Iteration 35Q: 3 clusters Score -5166512 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -5166527.500000 Penalty: 3456.543701
	Iteration 36Q: 3 clusters Score -5166528 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5166581.000000 Penalty: 3456.543701
	Iteration 37Q: 3 clusters Score -5166581 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5166599.500000 Penalty: 3456.543701
	Iteration 38Q: 3 clusters Score -5166600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5166627.000000 Penalty: 3456.543701
	Iteration 39Q: 3 clusters Score -5166627 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5166672.500000 Penalty: 3456.543701
	Iteration 40F: 3 clusters Score -5166672 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -5166690.500000 Penalty: 3456.543701
	Iteration 41Q: 3 clusters Score -5166690 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5166717.000000 Penalty: 3456.543701
	Iteration 42Q: 3 clusters Score -5166717 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -5166716.000000 Penalty: 3456.543701
	Iteration 43Q: 3 clusters Score -5166716 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5166726.500000 Penalty: 3456.543701
	Iteration 44Q: 3 clusters Score -5166726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5166742.000000 Penalty: 3456.543701
	Iteration 45Q: 3 clusters Score -5166742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5166742.500000 Penalty: 3456.543701
	Iteration 46Q: 3 clusters Score -5166742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5166745.000000 Penalty: 3456.543701
	Iteration 47Q: 3 clusters Score -5166745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5166754.500000 Penalty: 3456.543701
	Iteration 48Q: 3 clusters Score -5166754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -5166770.000000 Penalty: 3456.543701
	Iteration 49Q: 3 clusters Score -5166770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5166784.000000 Penalty: 3456.543701
	Iteration 50Q: 3 clusters Score -5166784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5166797.000000 Penalty: 3456.543701
	Iteration 51Q: 3 clusters Score -5166797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5166803.500000 Penalty: 3456.543701
	Iteration 52Q: 3 clusters Score -5166804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5166820.000000 Penalty: 3456.543701
	Iteration 53Q: 3 clusters Score -5166820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5166842.500000 Penalty: 3456.543701
	Iteration 54Q: 3 clusters Score -5166842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5166859.000000 Penalty: 3456.543701
	Iteration 55Q: 3 clusters Score -5166859 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5166862.500000 Penalty: 3456.543701
	Iteration 56Q: 3 clusters Score -5166862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5166870.500000 Penalty: 3456.543701
	Iteration 57Q: 3 clusters Score -5166870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5166884.500000 Penalty: 3456.543701
	Iteration 58Q: 3 clusters Score -5166884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5166888.000000 Penalty: 3456.543701
	Iteration 59Q: 3 clusters Score -5166888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5166894.500000 Penalty: 3456.543701
	Iteration 60F: 3 clusters Score -5166894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5166898.500000 Penalty: 3456.543701
	Iteration 61Q: 3 clusters Score -5166898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5166909.000000 Penalty: 3456.543701
	Iteration 62Q: 3 clusters Score -5166909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5166910.000000 Penalty: 3456.543701
	Iteration 63Q: 3 clusters Score -5166910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5166913.000000 Penalty: 3456.543701
	Iteration 64Q: 3 clusters Score -5166913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5166911.500000 Penalty: 3456.543701
	Iteration 65Q: 3 clusters Score -5166912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5166911.500000 Penalty: 3456.543701
	Iteration 66Q: 3 clusters Score -5166912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5166915.500000 Penalty: 3456.543701
	Iteration 67Q: 3 clusters Score -5166916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5166913.000000 Penalty: 3456.543701
	Iteration 68Q: 3 clusters Score -5166913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5166913.000000 Penalty: 3456.543701
	Iteration 69Q: 3 clusters Score -5166913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5166913.500000 Penalty: 3456.543701
	Iteration 70Q: 3 clusters Score -5166914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5166923.500000 Penalty: 3456.543701
	Iteration 71Q: 3 clusters Score -5166924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5166925.500000 Penalty: 3456.543701
	Iteration 72Q: 3 clusters Score -5166926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5166926.000000 Penalty: 3456.543701
	Iteration 73Q: 3 clusters Score -5166926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5166927.500000 Penalty: 3456.543701
	Iteration 74Q: 3 clusters Score -5166928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5166924.500000 Penalty: 3456.543701
	Iteration 75Q: 3 clusters Score -5166924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5166926.500000 Penalty: 3456.543701
	Iteration 76Q: 3 clusters Score -5166926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5166934.000000 Penalty: 3456.543701
	Iteration 77Q: 3 clusters Score -5166934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5166936.500000 Penalty: 3456.543701
	Iteration 78Q: 3 clusters Score -5166936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5166936.500000 Penalty: 3456.543701
	Iteration 79Q: 3 clusters Score -5166936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5166930.500000 Penalty: 3456.543701
	Iteration 80F: 3 clusters Score -5166930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5166927.500000 Penalty: 3456.543701
	Iteration 81Q: 3 clusters Score -5166928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5166936.000000 Penalty: 3456.543701
	Iteration 82Q: 3 clusters Score -5166936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5166934.500000 Penalty: 3456.543701
	Iteration 83Q: 3 clusters Score -5166934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5166937.000000 Penalty: 3456.543701
	Iteration 84Q: 3 clusters Score -5166937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5166941.500000 Penalty: 3456.543701
	Iteration 85Q: 3 clusters Score -5166942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5166944.000000 Penalty: 3456.543701
	Iteration 86Q: 3 clusters Score -5166944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5166945.000000 Penalty: 3456.543701
	Iteration 87Q: 3 clusters Score -5166945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5166945.500000 Penalty: 3456.543701
	Iteration 88Q: 3 clusters Score -5166946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5166942.000000 Penalty: 3456.543701
	Iteration 89Q: 3 clusters Score -5166942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5166944.000000 Penalty: 3456.543701
	Iteration 90Q: 3 clusters Score -5166944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5166946.000000 Penalty: 3456.543701
	Iteration 91Q: 3 clusters Score -5166946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5166947.500000 Penalty: 3456.543701
	Iteration 92Q: 3 clusters Score -5166948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5166946.000000 Penalty: 3456.543701
	Iteration 93Q: 3 clusters Score -5166946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5166944.000000 Penalty: 3456.543701
	Iteration 94Q: 3 clusters Score -5166944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5166945.500000 Penalty: 3456.543701
	Iteration 95Q: 3 clusters Score -5166946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5166949.000000 Penalty: 3456.543701
	Iteration 96Q: 3 clusters Score -5166949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5166949.000000 Penalty: 3456.543701
	Iteration 97Q: 3 clusters Score -5166949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5166949.000000 Penalty: 3456.543701
	Iteration 98Q: 3 clusters Score -5166949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5166949.000000 Penalty: 3456.543701
	Iteration 99F: 3 clusters Score -5166949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Entering Unmasked Estep 
Score: -5083531.500000 Penalty: 1725.560913
	Iteration 0F: 2 clusters Score -5083532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -5056171.500000 Penalty: 3451.121826
	Iteration 0F: 3 clusters Score -5056172 nChanged 19129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -5066767.000000 Penalty: 3451.121826
	Iteration 1F: 3 clusters Score -5066767 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -5067135.000000 Penalty: 3451.121826
	Iteration 2Q: 3 clusters Score -5067135 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -5067545.000000 Penalty: 3451.121826
	Iteration 3Q: 3 clusters Score -5067545 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -5068004.500000 Penalty: 3451.121826
	Iteration 4Q: 3 clusters Score -5068004 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -5068619.000000 Penalty: 3451.121826
	Iteration 5Q: 3 clusters Score -5068619 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -5069537.500000 Penalty: 3451.121826
	Iteration 6Q: 3 clusters Score -5069538 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -5070749.000000 Penalty: 3451.121826
	Iteration 7F: 3 clusters Score -5070749 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -5072620.000000 Penalty: 3451.121826
	Iteration 8F: 3 clusters Score -5072620 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -5075028.500000 Penalty: 3451.121826
	Iteration 9F: 3 clusters Score -5075028 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -5077306.500000 Penalty: 3451.121826
	Iteration 10F: 3 clusters Score -5077306 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -5078438.000000 Penalty: 3451.121826
	Iteration 11Q: 3 clusters Score -5078438 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -5078905.500000 Penalty: 3451.121826
	Iteration 12Q: 3 clusters Score -5078906 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -5079107.500000 Penalty: 3451.121826
	Iteration 13Q: 3 clusters Score -5079108 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -5079277.500000 Penalty: 3451.121826
	Iteration 14Q: 3 clusters Score -5079278 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -5079415.000000 Penalty: 3451.121826
	Iteration 15Q: 3 clusters Score -5079415 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -5079580.500000 Penalty: 3451.121826
	Iteration 16Q: 3 clusters Score -5079580 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -5079727.500000 Penalty: 3451.121826
	Iteration 17Q: 3 clusters Score -5079728 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -5079871.500000 Penalty: 3451.121826
	Iteration 18Q: 3 clusters Score -5079872 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -5079984.000000 Penalty: 3451.121826
	Iteration 19Q: 3 clusters Score -5079984 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -5080083.500000 Penalty: 3451.121826
	Iteration 20F: 3 clusters Score -5080084 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -5080169.500000 Penalty: 3451.121826
	Iteration 21Q: 3 clusters Score -5080170 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -5080249.500000 Penalty: 3451.121826
	Iteration 22Q: 3 clusters Score -5080250 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -5080343.000000 Penalty: 3451.121826
	Iteration 23Q: 3 clusters Score -5080343 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -5080455.500000 Penalty: 3451.121826
	Iteration 24Q: 3 clusters Score -5080456 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -5080580.500000 Penalty: 3451.121826
	Iteration 25Q: 3 clusters Score -5080580 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -5080709.500000 Penalty: 3451.121826
	Iteration 26Q: 3 clusters Score -5080710 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -5080815.500000 Penalty: 3451.121826
	Iteration 27Q: 3 clusters Score -5080816 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -5080947.000000 Penalty: 3451.121826
	Iteration 28Q: 3 clusters Score -5080947 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -5081047.000000 Penalty: 3451.121826
	Iteration 29Q: 3 clusters Score -5081047 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -5081131.500000 Penalty: 3451.121826
	Iteration 30Q: 3 clusters Score -5081132 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -5081244.000000 Penalty: 3451.121826
	Iteration 31Q: 3 clusters Score -5081244 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -5081333.000000 Penalty: 3451.121826
	Iteration 32Q: 3 clusters Score -5081333 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -5081441.000000 Penalty: 3451.121826
	Iteration 33Q: 3 clusters Score -5081441 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -5081538.500000 Penalty: 3451.121826
	Iteration 34Q: 3 clusters Score -5081538 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -5081627.000000 Penalty: 3451.121826
	Iteration 35Q: 3 clusters Score -5081627 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -5081696.500000 Penalty: 3451.121826
	Iteration 36Q: 3 clusters Score -5081696 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -5081790.000000 Penalty: 3451.121826
	Iteration 37Q: 3 clusters Score -5081790 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -5081856.000000 Penalty: 3451.121826
	Iteration 38Q: 3 clusters Score -5081856 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -5081922.000000 Penalty: 3451.121826
	Iteration 39Q: 3 clusters Score -5081922 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -5081986.500000 Penalty: 3451.121826
	Iteration 40F: 3 clusters Score -5081986 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -5082038.000000 Penalty: 3451.121826
	Iteration 41Q: 3 clusters Score -5082038 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -5082087.000000 Penalty: 3451.121826
	Iteration 42Q: 3 clusters Score -5082087 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -5082108.500000 Penalty: 3451.121826
	Iteration 43Q: 3 clusters Score -5082108 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -5082155.500000 Penalty: 3451.121826
	Iteration 44Q: 3 clusters Score -5082156 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -5082195.000000 Penalty: 3451.121826
	Iteration 45Q: 3 clusters Score -5082195 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -5082206.500000 Penalty: 3451.121826
	Iteration 46Q: 3 clusters Score -5082206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -5082224.500000 Penalty: 3451.121826
	Iteration 47Q: 3 clusters Score -5082224 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -5082262.500000 Penalty: 3451.121826
	Iteration 48Q: 3 clusters Score -5082262 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -5082302.000000 Penalty: 3451.121826
	Iteration 49Q: 3 clusters Score -5082302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -5082319.000000 Penalty: 3451.121826
	Iteration 50Q: 3 clusters Score -5082319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -5082330.500000 Penalty: 3451.121826
	Iteration 51Q: 3 clusters Score -5082330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -5082342.000000 Penalty: 3451.121826
	Iteration 52Q: 3 clusters Score -5082342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -5082347.500000 Penalty: 3451.121826
	Iteration 53Q: 3 clusters Score -5082348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -5082360.000000 Penalty: 3451.121826
	Iteration 54Q: 3 clusters Score -5082360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -5082369.500000 Penalty: 3451.121826
	Iteration 55Q: 3 clusters Score -5082370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -5082374.500000 Penalty: 3451.121826
	Iteration 56Q: 3 clusters Score -5082374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -5082382.000000 Penalty: 3451.121826
	Iteration 57Q: 3 clusters Score -5082382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -5082386.000000 Penalty: 3451.121826
	Iteration 58Q: 3 clusters Score -5082386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -5082384.500000 Penalty: 3451.121826
	Iteration 59Q: 3 clusters Score -5082384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -5082396.000000 Penalty: 3451.121826
	Iteration 60F: 3 clusters Score -5082396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -5082406.000000 Penalty: 3451.121826
	Iteration 61Q: 3 clusters Score -5082406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -5082412.000000 Penalty: 3451.121826
	Iteration 62Q: 3 clusters Score -5082412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -5082413.000000 Penalty: 3451.121826
	Iteration 63Q: 3 clusters Score -5082413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -5082412.000000 Penalty: 3451.121826
	Iteration 64Q: 3 clusters Score -5082412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -5082407.500000 Penalty: 3451.121826
	Iteration 65Q: 3 clusters Score -5082408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -5082415.000000 Penalty: 3451.121826
	Iteration 66Q: 3 clusters Score -5082415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -5082413.000000 Penalty: 3451.121826
	Iteration 67Q: 3 clusters Score -5082413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -5082415.000000 Penalty: 3451.121826
	Iteration 68Q: 3 clusters Score -5082415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -5082416.000000 Penalty: 3451.121826
	Iteration 69Q: 3 clusters Score -5082416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -5082411.500000 Penalty: 3451.121826
	Iteration 70Q: 3 clusters Score -5082412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -5082419.000000 Penalty: 3451.121826
	Iteration 71Q: 3 clusters Score -5082419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -5082424.500000 Penalty: 3451.121826
	Iteration 72Q: 3 clusters Score -5082424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -5082427.500000 Penalty: 3451.121826
	Iteration 73Q: 3 clusters Score -5082428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -5082429.000000 Penalty: 3451.121826
	Iteration 74Q: 3 clusters Score -5082429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -5082432.500000 Penalty: 3451.121826
	Iteration 75Q: 3 clusters Score -5082432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -5082431.000000 Penalty: 3451.121826
	Iteration 76Q: 3 clusters Score -5082431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -5082429.500000 Penalty: 3451.121826
	Iteration 77Q: 3 clusters Score -5082430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -5082430.500000 Penalty: 3451.121826
	Iteration 78Q: 3 clusters Score -5082430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -5082428.000000 Penalty: 3451.121826
	Iteration 79Q: 3 clusters Score -5082428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -5082429.500000 Penalty: 3451.121826
	Iteration 80F: 3 clusters Score -5082430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -5082429.500000 Penalty: 3451.121826
	Iteration 81Q: 3 clusters Score -5082430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -5082429.500000 Penalty: 3451.121826
	Iteration 82Q: 3 clusters Score -5082430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -5082431.000000 Penalty: 3451.121826
	Iteration 83Q: 3 clusters Score -5082431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -5082432.000000 Penalty: 3451.121826
	Iteration 84Q: 3 clusters Score -5082432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -5082431.000000 Penalty: 3451.121826
	Iteration 85Q: 3 clusters Score -5082431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -5082434.000000 Penalty: 3451.121826
	Iteration 86Q: 3 clusters Score -5082434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -5082436.500000 Penalty: 3451.121826
	Iteration 87Q: 3 clusters Score -5082436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -5082436.000000 Penalty: 3451.121826
	Iteration 88Q: 3 clusters Score -5082436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -5082434.500000 Penalty: 3451.121826
	Iteration 89Q: 3 clusters Score -5082434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -5082434.500000 Penalty: 3451.121826
	Iteration 90Q: 3 clusters Score -5082434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -5082436.500000 Penalty: 3451.121826
	Iteration 91Q: 3 clusters Score -5082436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -5082439.000000 Penalty: 3451.121826
	Iteration 92Q: 3 clusters Score -5082439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -5082445.500000 Penalty: 3451.121826
	Iteration 93Q: 3 clusters Score -5082446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -5082450.000000 Penalty: 3451.121826
	Iteration 94Q: 3 clusters Score -5082450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -5082449.000000 Penalty: 3451.121826
	Iteration 95Q: 3 clusters Score -5082449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -5082449.000000 Penalty: 3451.121826
	Iteration 96F: 3 clusters Score -5082449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Entering Unmasked Estep 
Score: -6479728.500000 Penalty: 1764.787354
	Iteration 0F: 2 clusters Score -6479728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -6444969.500000 Penalty: 3529.574707
	Iteration 0F: 3 clusters Score -6444970 nChanged 24505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -6458909.500000 Penalty: 3529.574707
	Iteration 1F: 3 clusters Score -6458910 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -6459478.500000 Penalty: 3529.574707
	Iteration 2Q: 3 clusters Score -6459478 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -6460039.500000 Penalty: 3529.574707
	Iteration 3Q: 3 clusters Score -6460040 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -6460692.500000 Penalty: 3529.574707
	Iteration 4Q: 3 clusters Score -6460692 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -6461357.000000 Penalty: 3529.574707
	Iteration 5Q: 3 clusters Score -6461357 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -6462177.500000 Penalty: 3529.574707
	Iteration 6Q: 3 clusters Score -6462178 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -6463236.000000 Penalty: 3529.574707
	Iteration 7Q: 3 clusters Score -6463236 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -6464784.500000 Penalty: 3529.574707
	Iteration 8F: 3 clusters Score -6464784 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -6466946.000000 Penalty: 3529.574707
	Iteration 9F: 3 clusters Score -6466946 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -6469577.000000 Penalty: 3529.574707
	Iteration 10F: 3 clusters Score -6469577 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -6472354.000000 Penalty: 3529.574707
	Iteration 11F: 3 clusters Score -6472354 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -6474251.000000 Penalty: 3529.574707
	Iteration 12Q: 3 clusters Score -6474251 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -6475426.500000 Penalty: 3529.574707
	Iteration 13Q: 3 clusters Score -6475426 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -6476111.000000 Penalty: 3529.574707
	Iteration 14Q: 3 clusters Score -6476111 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -6476586.500000 Penalty: 3529.574707
	Iteration 15Q: 3 clusters Score -6476586 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -6476946.000000 Penalty: 3529.574707
	Iteration 16Q: 3 clusters Score -6476946 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -6477216.500000 Penalty: 3529.574707
	Iteration 17Q: 3 clusters Score -6477216 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6477458.000000 Penalty: 3529.574707
	Iteration 18Q: 3 clusters Score -6477458 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6477604.500000 Penalty: 3529.574707
	Iteration 19Q: 3 clusters Score -6477604 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -6477727.500000 Penalty: 3529.574707
	Iteration 20F: 3 clusters Score -6477728 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6477811.500000 Penalty: 3529.574707
	Iteration 21Q: 3 clusters Score -6477812 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6477901.500000 Penalty: 3529.574707
	Iteration 22Q: 3 clusters Score -6477902 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6477938.500000 Penalty: 3529.574707
	Iteration 23Q: 3 clusters Score -6477938 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6477979.000000 Penalty: 3529.574707
	Iteration 24Q: 3 clusters Score -6477979 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6478028.000000 Penalty: 3529.574707
	Iteration 25Q: 3 clusters Score -6478028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6478045.000000 Penalty: 3529.574707
	Iteration 26Q: 3 clusters Score -6478045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6478075.000000 Penalty: 3529.574707
	Iteration 27Q: 3 clusters Score -6478075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6478092.000000 Penalty: 3529.574707
	Iteration 28Q: 3 clusters Score -6478092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6478090.000000 Penalty: 3529.574707
	Iteration 29Q: 3 clusters Score -6478090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6478100.500000 Penalty: 3529.574707
	Iteration 30Q: 3 clusters Score -6478100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6478113.500000 Penalty: 3529.574707
	Iteration 31Q: 3 clusters Score -6478114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6478119.000000 Penalty: 3529.574707
	Iteration 32Q: 3 clusters Score -6478119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6478135.000000 Penalty: 3529.574707
	Iteration 33Q: 3 clusters Score -6478135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6478138.500000 Penalty: 3529.574707
	Iteration 34Q: 3 clusters Score -6478138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6478131.000000 Penalty: 3529.574707
	Iteration 35Q: 3 clusters Score -6478131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6478137.000000 Penalty: 3529.574707
	Iteration 36Q: 3 clusters Score -6478137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6478141.500000 Penalty: 3529.574707
	Iteration 37Q: 3 clusters Score -6478142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6478141.500000 Penalty: 3529.574707
	Iteration 38F: 3 clusters Score -6478142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -84328.390625 Penalty: 1062.212402
	Iteration 0F: 2 clusters Score -84328.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -83123.843750 Penalty: 2124.424805
	Iteration 0F: 3 clusters Score -83123.84 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -83309.601562 Penalty: 2124.424805
	Iteration 1F: 3 clusters Score -83309.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -83366.726562 Penalty: 2124.424805
	Iteration 2F: 3 clusters Score -83366.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83402.234375 Penalty: 2124.424805
	Iteration 3Q: 3 clusters Score -83402.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83422.359375 Penalty: 2124.424805
	Iteration 4Q: 3 clusters Score -83422.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83436.945312 Penalty: 2124.424805
	Iteration 5Q: 3 clusters Score -83436.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -83450.664062 Penalty: 2124.424805
	Iteration 6Q: 3 clusters Score -83450.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83466.335938 Penalty: 2124.424805
	Iteration 7Q: 3 clusters Score -83466.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83476.296875 Penalty: 2124.424805
	Iteration 8Q: 3 clusters Score -83476.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83482.015625 Penalty: 2124.424805
	Iteration 9Q: 3 clusters Score -83482.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83485.601562 Penalty: 2124.424805
	Iteration 10Q: 3 clusters Score -83485.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83488.453125 Penalty: 2124.424805
	Iteration 11Q: 3 clusters Score -83488.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83488.718750 Penalty: 2124.424805
	Iteration 12Q: 3 clusters Score -83488.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83488.718750 Penalty: 2124.424805
	Iteration 13F: 3 clusters Score -83488.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Entering Unmasked Estep 
Score: -484109.062500 Penalty: 1341.529907
	Iteration 0F: 2 clusters Score -484109.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -480879.718750 Penalty: 2683.059814
	Iteration 0F: 3 clusters Score -480879.7 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -481716.562500 Penalty: 2683.059814
	Iteration 1F: 3 clusters Score -481716.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -481860.937500 Penalty: 2683.059814
	Iteration 2F: 3 clusters Score -481860.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -481950.468750 Penalty: 2683.059814
	Iteration 3Q: 3 clusters Score -481950.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -482007.031250 Penalty: 2683.059814
	Iteration 4Q: 3 clusters Score -482007 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -482048.281250 Penalty: 2683.059814
	Iteration 5Q: 3 clusters Score -482048.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -482074.718750 Penalty: 2683.059814
	Iteration 6Q: 3 clusters Score -482074.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -482100.781250 Penalty: 2683.059814
	Iteration 7Q: 3 clusters Score -482100.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -482121.375000 Penalty: 2683.059814
	Iteration 8Q: 3 clusters Score -482121.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -482146.218750 Penalty: 2683.059814
	Iteration 9Q: 3 clusters Score -482146.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -482169.218750 Penalty: 2683.059814
	Iteration 10Q: 3 clusters Score -482169.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -482195.187500 Penalty: 2683.059814
	Iteration 11Q: 3 clusters Score -482195.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -482221.468750 Penalty: 2683.059814
	Iteration 12Q: 3 clusters Score -482221.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -482242.406250 Penalty: 2683.059814
	Iteration 13Q: 3 clusters Score -482242.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -482265.687500 Penalty: 2683.059814
	Iteration 14Q: 3 clusters Score -482265.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -482284.968750 Penalty: 2683.059814
	Iteration 15Q: 3 clusters Score -482285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -482311.125000 Penalty: 2683.059814
	Iteration 16Q: 3 clusters Score -482311.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -482346.125000 Penalty: 2683.059814
	Iteration 17Q: 3 clusters Score -482346.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -482382.531250 Penalty: 2683.059814
	Iteration 18Q: 3 clusters Score -482382.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -482417.093750 Penalty: 2683.059814
	Iteration 19Q: 3 clusters Score -482417.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -482458.218750 Penalty: 2683.059814
	Iteration 20F: 3 clusters Score -482458.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -482497.656250 Penalty: 2683.059814
	Iteration 21Q: 3 clusters Score -482497.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -482535.218750 Penalty: 2683.059814
	Iteration 22Q: 3 clusters Score -482535.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -482574.343750 Penalty: 2683.059814
	Iteration 23Q: 3 clusters Score -482574.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -482615.250000 Penalty: 2683.059814
	Iteration 24Q: 3 clusters Score -482615.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -482650.593750 Penalty: 2683.059814
	Iteration 25Q: 3 clusters Score -482650.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -482682.093750 Penalty: 2683.059814
	Iteration 26Q: 3 clusters Score -482682.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -482715.343750 Penalty: 2683.059814
	Iteration 27Q: 3 clusters Score -482715.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -482750.812500 Penalty: 2683.059814
	Iteration 28Q: 3 clusters Score -482750.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -482777.625000 Penalty: 2683.059814
	Iteration 29Q: 3 clusters Score -482777.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -482796.281250 Penalty: 2683.059814
	Iteration 30Q: 3 clusters Score -482796.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -482816.406250 Penalty: 2683.059814
	Iteration 31Q: 3 clusters Score -482816.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -482841.750000 Penalty: 2683.059814
	Iteration 32Q: 3 clusters Score -482841.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -482856.187500 Penalty: 2683.059814
	Iteration 33Q: 3 clusters Score -482856.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -482874.750000 Penalty: 2683.059814
	Iteration 34Q: 3 clusters Score -482874.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -482888.093750 Penalty: 2683.059814
	Iteration 35Q: 3 clusters Score -482888.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -482902.843750 Penalty: 2683.059814
	Iteration 36Q: 3 clusters Score -482902.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -482908.750000 Penalty: 2683.059814
	Iteration 37Q: 3 clusters Score -482908.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -482914.375000 Penalty: 2683.059814
	Iteration 38Q: 3 clusters Score -482914.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -482916.750000 Penalty: 2683.059814
	Iteration 39Q: 3 clusters Score -482916.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -482917.062500 Penalty: 2683.059814
	Iteration 40F: 3 clusters Score -482917.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -482918.375000 Penalty: 2683.059814
	Iteration 41Q: 3 clusters Score -482918.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -482918.375000 Penalty: 2683.059814
	Iteration 42F: 3 clusters Score -482918.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 15955 members 
Mstep: Class 5 contains 27882 members 
Mstep: Class 6 contains 74411 members 
Mstep: Class 9 contains 53474 members 
Mstep: Class 10 contains 75975 members 
Mstep: Class 11 contains 81425 members 
Mstep: Class 12 contains 69932 members 
Mstep: Class 13 contains 79175 members 
Mstep: Class 14 contains 41586 members 
Mstep: Class 16 contains 40898 members 
Mstep: Class 17 contains 52064 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 3849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75560056.000000 Penalty: 30347.412109
Iteration 159Q: 15 clusters Score -7.556006e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 15952 members 
Mstep: Class 5 contains 27959 members 
Mstep: Class 6 contains 74429 members 
Mstep: Class 9 contains 53395 members 
Mstep: Class 10 contains 75929 members 
Mstep: Class 11 contains 81433 members 
Mstep: Class 12 contains 69923 members 
Mstep: Class 13 contains 79156 members 
Mstep: Class 14 contains 41586 members 
Mstep: Class 16 contains 40901 members 
Mstep: Class 17 contains 52069 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 3893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75560024.000000 Penalty: 30347.412109
Iteration 160F: 15 clusters Score -7.556002e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 15949 members 
Mstep: Class 5 contains 28030 members 
Mstep: Class 6 contains 74454 members 
Mstep: Class 9 contains 53345 members 
Mstep: Class 10 contains 75893 members 
Mstep: Class 11 contains 81436 members 
Mstep: Class 12 contains 69905 members 
Mstep: Class 13 contains 79142 members 
Mstep: Class 14 contains 41583 members 
Mstep: Class 16 contains 40899 members 
Mstep: Class 17 contains 52046 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 3939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75560120.000000 Penalty: 30347.412109
Iteration 161Q: 15 clusters Score -7.556012e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 15954 members 
Mstep: Class 5 contains 28086 members 
Mstep: Class 6 contains 74481 members 
Mstep: Class 9 contains 53276 members 
Mstep: Class 10 contains 75867 members 
Mstep: Class 11 contains 81447 members 
Mstep: Class 12 contains 69888 members 
Mstep: Class 13 contains 79137 members 
Mstep: Class 14 contains 41576 members 
Mstep: Class 16 contains 40900 members 
Mstep: Class 17 contains 52019 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 3985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75560064.000000 Penalty: 30347.412109
Iteration 162Q: 15 clusters Score -7.556006e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 15959 members 
Mstep: Class 5 contains 28138 members 
Mstep: Class 6 contains 74507 members 
Mstep: Class 9 contains 53216 members 
Mstep: Class 10 contains 75822 members 
Mstep: Class 11 contains 81457 members 
Mstep: Class 12 contains 69875 members 
Mstep: Class 13 contains 79137 members 
Mstep: Class 14 contains 41581 members 
Mstep: Class 16 contains 40894 members 
Mstep: Class 17 contains 52002 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 4021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75560112.000000 Penalty: 30347.412109
Iteration 163Q: 15 clusters Score -7.556011e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 15949 members 
Mstep: Class 5 contains 28205 members 
Mstep: Class 6 contains 74518 members 
Mstep: Class 9 contains 53126 members 
Mstep: Class 10 contains 75795 members 
Mstep: Class 11 contains 81468 members 
Mstep: Class 12 contains 69860 members 
Mstep: Class 13 contains 79132 members 
Mstep: Class 14 contains 41594 members 
Mstep: Class 16 contains 40900 members 
Mstep: Class 17 contains 51995 members 
Mstep: Class 21 contains 687 members 
Mstep: Class 22 contains 4061 members 
Entering Unmasked Estep 
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Iteration 164Q: 15 clusters Score -7.556016e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 15946 members 
Mstep: Class 5 contains 28265 members 
Mstep: Class 6 contains 74542 members 
Mstep: Class 9 contains 53048 members 
Mstep: Class 10 contains 75766 members 
Mstep: Class 11 contains 81492 members 
Mstep: Class 12 contains 69830 members 
Mstep: Class 13 contains 79124 members 
Mstep: Class 14 contains 41601 members 
Mstep: Class 16 contains 40901 members 
Mstep: Class 17 contains 51977 members 
Mstep: Class 21 contains 687 members 
Mstep: Class 22 contains 4105 members 
Entering Unmasked Estep 
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Iteration 165Q: 15 clusters Score -7.556008e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 15930 members 
Mstep: Class 5 contains 28333 members 
Mstep: Class 6 contains 74551 members 
Mstep: Class 9 contains 52973 members 
Mstep: Class 10 contains 75743 members 
Mstep: Class 11 contains 81522 members 
Mstep: Class 12 contains 69808 members 
Mstep: Class 13 contains 79110 members 
Mstep: Class 14 contains 41598 members 
Mstep: Class 16 contains 40896 members 
Mstep: Class 17 contains 51962 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4163 members 
Entering Unmasked Estep 
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Iteration 166Q: 15 clusters Score -7.556022e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 15906 members 
Mstep: Class 5 contains 28415 members 
Mstep: Class 6 contains 74576 members 
Mstep: Class 9 contains 52878 members 
Mstep: Class 10 contains 75713 members 
Mstep: Class 11 contains 81555 members 
Mstep: Class 12 contains 69794 members 
Mstep: Class 13 contains 79094 members 
Mstep: Class 14 contains 41597 members 
Mstep: Class 16 contains 40893 members 
Mstep: Class 17 contains 51939 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4221 members 
Entering Unmasked Estep 
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Iteration 167Q: 15 clusters Score -7.556014e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 15886 members 
Mstep: Class 5 contains 28484 members 
Mstep: Class 6 contains 74607 members 
Mstep: Class 9 contains 52827 members 
Mstep: Class 10 contains 75695 members 
Mstep: Class 11 contains 81593 members 
Mstep: Class 12 contains 69766 members 
Mstep: Class 13 contains 79060 members 
Mstep: Class 14 contains 41588 members 
Mstep: Class 16 contains 40887 members 
Mstep: Class 17 contains 51908 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4273 members 
Entering Unmasked Estep 
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Iteration 168Q: 15 clusters Score -7.556018e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 15876 members 
Mstep: Class 5 contains 28541 members 
Mstep: Class 6 contains 74633 members 
Mstep: Class 9 contains 52753 members 
Mstep: Class 10 contains 75693 members 
Mstep: Class 11 contains 81602 members 
Mstep: Class 12 contains 69748 members 
Mstep: Class 13 contains 79041 members 
Mstep: Class 14 contains 41586 members 
Mstep: Class 16 contains 40875 members 
Mstep: Class 17 contains 51893 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4327 members 
Entering Unmasked Estep 
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Iteration 169Q: 15 clusters Score -7.556018e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 15879 members 
Mstep: Class 5 contains 28604 members 
Mstep: Class 6 contains 74651 members 
Mstep: Class 9 contains 52690 members 
Mstep: Class 10 contains 75676 members 
Mstep: Class 11 contains 81607 members 
Mstep: Class 12 contains 69724 members 
Mstep: Class 13 contains 79017 members 
Mstep: Class 14 contains 41594 members 
Mstep: Class 16 contains 40869 members 
Mstep: Class 17 contains 51880 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4372 members 
Entering Unmasked Estep 
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Iteration 170Q: 15 clusters Score -7.556025e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 15866 members 
Mstep: Class 5 contains 28660 members 
Mstep: Class 6 contains 74669 members 
Mstep: Class 9 contains 52634 members 
Mstep: Class 10 contains 75657 members 
Mstep: Class 11 contains 81614 members 
Mstep: Class 12 contains 69705 members 
Mstep: Class 13 contains 78996 members 
Mstep: Class 14 contains 41595 members 
Mstep: Class 16 contains 40866 members 
Mstep: Class 17 contains 51870 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4426 members 
Entering Unmasked Estep 
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Iteration 171Q: 15 clusters Score -7.556035e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 15843 members 
Mstep: Class 5 contains 28714 members 
Mstep: Class 6 contains 74672 members 
Mstep: Class 9 contains 52619 members 
Mstep: Class 10 contains 75660 members 
Mstep: Class 11 contains 81634 members 
Mstep: Class 12 contains 69679 members 
Mstep: Class 13 contains 78956 members 
Mstep: Class 14 contains 41590 members 
Mstep: Class 16 contains 40865 members 
Mstep: Class 17 contains 51853 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4468 members 
Entering Unmasked Estep 
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Iteration 172Q: 15 clusters Score -7.556035e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 15816 members 
Mstep: Class 5 contains 28767 members 
Mstep: Class 6 contains 74692 members 
Mstep: Class 9 contains 52600 members 
Mstep: Class 10 contains 75665 members 
Mstep: Class 11 contains 81646 members 
Mstep: Class 12 contains 69661 members 
Mstep: Class 13 contains 78917 members 
Mstep: Class 14 contains 41586 members 
Mstep: Class 16 contains 40859 members 
Mstep: Class 17 contains 51832 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4506 members 
Entering Unmasked Estep 
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Iteration 173Q: 15 clusters Score -7.556038e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 15792 members 
Mstep: Class 5 contains 28814 members 
Mstep: Class 6 contains 74704 members 
Mstep: Class 9 contains 52582 members 
Mstep: Class 10 contains 75670 members 
Mstep: Class 11 contains 81650 members 
Mstep: Class 12 contains 69637 members 
Mstep: Class 13 contains 78892 members 
Mstep: Class 14 contains 41590 members 
Mstep: Class 16 contains 40859 members 
Mstep: Class 17 contains 51805 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4542 members 
Entering Unmasked Estep 
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Iteration 174Q: 15 clusters Score -7.556045e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 15780 members 
Mstep: Class 5 contains 28856 members 
Mstep: Class 6 contains 74727 members 
Mstep: Class 9 contains 52554 members 
Mstep: Class 10 contains 75654 members 
Mstep: Class 11 contains 81659 members 
Mstep: Class 12 contains 69614 members 
Mstep: Class 13 contains 78874 members 
Mstep: Class 14 contains 41602 members 
Mstep: Class 16 contains 40854 members 
Mstep: Class 17 contains 51783 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4570 members 
Entering Unmasked Estep 
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Iteration 175Q: 15 clusters Score -7.55605e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 15774 members 
Mstep: Class 5 contains 28899 members 
Mstep: Class 6 contains 74730 members 
Mstep: Class 9 contains 52538 members 
Mstep: Class 10 contains 75648 members 
Mstep: Class 11 contains 81657 members 
Mstep: Class 12 contains 69597 members 
Mstep: Class 13 contains 78851 members 
Mstep: Class 14 contains 41611 members 
Mstep: Class 16 contains 40840 members 
Mstep: Class 17 contains 51768 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4607 members 
Entering Unmasked Estep 
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Iteration 176Q: 15 clusters Score -7.556059e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 15769 members 
Mstep: Class 5 contains 28938 members 
Mstep: Class 6 contains 74727 members 
Mstep: Class 9 contains 52523 members 
Mstep: Class 10 contains 75631 members 
Mstep: Class 11 contains 81655 members 
Mstep: Class 12 contains 69579 members 
Mstep: Class 13 contains 78837 members 
Mstep: Class 14 contains 41620 members 
Mstep: Class 16 contains 40840 members 
Mstep: Class 17 contains 51752 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4646 members 
Entering Unmasked Estep 
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Iteration 177Q: 15 clusters Score -7.556054e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 15748 members 
Mstep: Class 5 contains 28963 members 
Mstep: Class 6 contains 74725 members 
Mstep: Class 9 contains 52526 members 
Mstep: Class 10 contains 75616 members 
Mstep: Class 11 contains 81660 members 
Mstep: Class 12 contains 69566 members 
Mstep: Class 13 contains 78822 members 
Mstep: Class 14 contains 41623 members 
Mstep: Class 16 contains 40833 members 
Mstep: Class 17 contains 51740 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4689 members 
Entering Unmasked Estep 
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Iteration 178Q: 15 clusters Score -7.55605e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 15718 members 
Mstep: Class 5 contains 29003 members 
Mstep: Class 6 contains 74721 members 
Mstep: Class 9 contains 52546 members 
Mstep: Class 10 contains 75587 members 
Mstep: Class 11 contains 81672 members 
Mstep: Class 12 contains 69548 members 
Mstep: Class 13 contains 78808 members 
Mstep: Class 14 contains 41626 members 
Mstep: Class 16 contains 40823 members 
Mstep: Class 17 contains 51731 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4725 members 
Entering Unmasked Estep 
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Iteration 179Q: 15 clusters Score -7.556059e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 15698 members 
Mstep: Class 5 contains 29043 members 
Mstep: Class 6 contains 74725 members 
Mstep: Class 9 contains 52552 members 
Mstep: Class 10 contains 75564 members 
Mstep: Class 11 contains 81698 members 
Mstep: Class 12 contains 69529 members 
Mstep: Class 13 contains 78792 members 
Mstep: Class 14 contains 41625 members 
Mstep: Class 16 contains 40820 members 
Mstep: Class 17 contains 51718 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4744 members 
Entering Unmasked Estep 
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Iteration 180F: 15 clusters Score -7.556058e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 15695 members 
Mstep: Class 5 contains 29077 members 
Mstep: Class 6 contains 74735 members 
Mstep: Class 9 contains 52542 members 
Mstep: Class 10 contains 75555 members 
Mstep: Class 11 contains 81726 members 
Mstep: Class 12 contains 69520 members 
Mstep: Class 13 contains 78772 members 
Mstep: Class 14 contains 41617 members 
Mstep: Class 16 contains 40808 members 
Mstep: Class 17 contains 51697 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4762 members 
Entering Unmasked Estep 
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Iteration 181Q: 15 clusters Score -7.556071e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 15678 members 
Mstep: Class 5 contains 29120 members 
Mstep: Class 6 contains 74738 members 
Mstep: Class 9 contains 52547 members 
Mstep: Class 10 contains 75545 members 
Mstep: Class 11 contains 81756 members 
Mstep: Class 12 contains 69515 members 
Mstep: Class 13 contains 78750 members 
Mstep: Class 14 contains 41605 members 
Mstep: Class 16 contains 40792 members 
Mstep: Class 17 contains 51672 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4787 members 
Entering Unmasked Estep 
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Iteration 182Q: 15 clusters Score -7.556087e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 15661 members 
Mstep: Class 5 contains 29174 members 
Mstep: Class 6 contains 74744 members 
Mstep: Class 9 contains 52546 members 
Mstep: Class 10 contains 75521 members 
Mstep: Class 11 contains 81779 members 
Mstep: Class 12 contains 69519 members 
Mstep: Class 13 contains 78724 members 
Mstep: Class 14 contains 41596 members 
Mstep: Class 16 contains 40779 members 
Mstep: Class 17 contains 51643 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4814 members 
Entering Unmasked Estep 
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Iteration 183Q: 15 clusters Score -7.556098e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 15633 members 
Mstep: Class 5 contains 29230 members 
Mstep: Class 6 contains 74744 members 
Mstep: Class 9 contains 52549 members 
Mstep: Class 10 contains 75523 members 
Mstep: Class 11 contains 81793 members 
Mstep: Class 12 contains 69525 members 
Mstep: Class 13 contains 78710 members 
Mstep: Class 14 contains 41585 members 
Mstep: Class 16 contains 40763 members 
Mstep: Class 17 contains 51609 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4833 members 
Entering Unmasked Estep 
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Iteration 184Q: 15 clusters Score -7.556114e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 15603 members 
Mstep: Class 5 contains 29294 members 
Mstep: Class 6 contains 74747 members 
Mstep: Class 9 contains 52562 members 
Mstep: Class 10 contains 75503 members 
Mstep: Class 11 contains 81805 members 
Mstep: Class 12 contains 69518 members 
Mstep: Class 13 contains 78693 members 
Mstep: Class 14 contains 41574 members 
Mstep: Class 16 contains 40743 members 
Mstep: Class 17 contains 51591 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4861 members 
Entering Unmasked Estep 
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Iteration 185Q: 15 clusters Score -7.556104e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 15578 members 
Mstep: Class 5 contains 29357 members 
Mstep: Class 6 contains 74748 members 
Mstep: Class 9 contains 52564 members 
Mstep: Class 10 contains 75463 members 
Mstep: Class 11 contains 81810 members 
Mstep: Class 12 contains 69519 members 
Mstep: Class 13 contains 78675 members 
Mstep: Class 14 contains 41577 members 
Mstep: Class 16 contains 40726 members 
Mstep: Class 17 contains 51585 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4886 members 
Entering Unmasked Estep 
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Iteration 186Q: 15 clusters Score -7.556114e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 15561 members 
Mstep: Class 5 contains 29416 members 
Mstep: Class 6 contains 74750 members 
Mstep: Class 9 contains 52567 members 
Mstep: Class 10 contains 75437 members 
Mstep: Class 11 contains 81804 members 
Mstep: Class 12 contains 69514 members 
Mstep: Class 13 contains 78668 members 
Mstep: Class 14 contains 41577 members 
Mstep: Class 16 contains 40715 members 
Mstep: Class 17 contains 51573 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4902 members 
Entering Unmasked Estep 
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Iteration 187Q: 15 clusters Score -7.55611e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 15548 members 
Mstep: Class 5 contains 29460 members 
Mstep: Class 6 contains 74753 members 
Mstep: Class 9 contains 52575 members 
Mstep: Class 10 contains 75408 members 
Mstep: Class 11 contains 81805 members 
Mstep: Class 12 contains 69513 members 
Mstep: Class 13 contains 78651 members 
Mstep: Class 14 contains 41579 members 
Mstep: Class 16 contains 40703 members 
Mstep: Class 17 contains 51560 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4919 members 
Entering Unmasked Estep 
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Iteration 188Q: 15 clusters Score -7.5561e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 15534 members 
Mstep: Class 5 contains 29496 members 
Mstep: Class 6 contains 74761 members 
Mstep: Class 9 contains 52568 members 
Mstep: Class 10 contains 75401 members 
Mstep: Class 11 contains 81809 members 
Mstep: Class 12 contains 69511 members 
Mstep: Class 13 contains 78630 members 
Mstep: Class 14 contains 41578 members 
Mstep: Class 16 contains 40695 members 
Mstep: Class 17 contains 51542 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4937 members 
Entering Unmasked Estep 
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Iteration 189Q: 15 clusters Score -7.556111e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 15514 members 
Mstep: Class 5 contains 29534 members 
Mstep: Class 6 contains 74777 members 
Mstep: Class 9 contains 52546 members 
Mstep: Class 10 contains 75390 members 
Mstep: Class 11 contains 81825 members 
Mstep: Class 12 contains 69511 members 
Mstep: Class 13 contains 78612 members 
Mstep: Class 14 contains 41578 members 
Mstep: Class 16 contains 40690 members 
Mstep: Class 17 contains 51516 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4957 members 
Entering Unmasked Estep 
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Iteration 190Q: 15 clusters Score -7.556106e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 15492 members 
Mstep: Class 5 contains 29568 members 
Mstep: Class 6 contains 74790 members 
Mstep: Class 9 contains 52536 members 
Mstep: Class 10 contains 75372 members 
Mstep: Class 11 contains 81858 members 
Mstep: Class 12 contains 69510 members 
Mstep: Class 13 contains 78586 members 
Mstep: Class 14 contains 41574 members 
Mstep: Class 16 contains 40692 members 
Mstep: Class 17 contains 51492 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4966 members 
Entering Unmasked Estep 
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Iteration 191Q: 15 clusters Score -7.556113e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 5 contains 29602 members 
Mstep: Class 6 contains 74802 members 
Mstep: Class 9 contains 52527 members 
Mstep: Class 10 contains 75341 members 
Mstep: Class 11 contains 81881 members 
Mstep: Class 12 contains 69513 members 
Mstep: Class 13 contains 78572 members 
Mstep: Class 14 contains 41573 members 
Mstep: Class 16 contains 40690 members 
Mstep: Class 17 contains 51464 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 4981 members 
Entering Unmasked Estep 
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Iteration 192Q: 15 clusters Score -7.556117e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 15443 members 
Mstep: Class 5 contains 29653 members 
Mstep: Class 6 contains 74813 members 
Mstep: Class 9 contains 52534 members 
Mstep: Class 10 contains 75316 members 
Mstep: Class 11 contains 81900 members 
Mstep: Class 12 contains 69516 members 
Mstep: Class 13 contains 78544 members 
Mstep: Class 14 contains 41575 members 
Mstep: Class 16 contains 40682 members 
Mstep: Class 17 contains 51436 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5000 members 
Entering Unmasked Estep 
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Iteration 193Q: 15 clusters Score -7.556122e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 15405 members 
Mstep: Class 5 contains 29688 members 
Mstep: Class 6 contains 74817 members 
Mstep: Class 9 contains 52539 members 
Mstep: Class 10 contains 75315 members 
Mstep: Class 11 contains 81928 members 
Mstep: Class 12 contains 69517 members 
Mstep: Class 13 contains 78508 members 
Mstep: Class 14 contains 41569 members 
Mstep: Class 16 contains 40678 members 
Mstep: Class 17 contains 51414 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5020 members 
Entering Unmasked Estep 
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Iteration 194Q: 15 clusters Score -7.556136e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 15365 members 
Mstep: Class 5 contains 29723 members 
Mstep: Class 6 contains 74823 members 
Mstep: Class 9 contains 52530 members 
Mstep: Class 10 contains 75319 members 
Mstep: Class 11 contains 81955 members 
Mstep: Class 12 contains 69514 members 
Mstep: Class 13 contains 78486 members 
Mstep: Class 14 contains 41578 members 
Mstep: Class 16 contains 40671 members 
Mstep: Class 17 contains 51394 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5028 members 
Entering Unmasked Estep 
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Iteration 195Q: 15 clusters Score -7.556122e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 15332 members 
Mstep: Class 5 contains 29763 members 
Mstep: Class 6 contains 74822 members 
Mstep: Class 9 contains 52542 members 
Mstep: Class 10 contains 75301 members 
Mstep: Class 11 contains 81970 members 
Mstep: Class 12 contains 69520 members 
Mstep: Class 13 contains 78464 members 
Mstep: Class 14 contains 41584 members 
Mstep: Class 16 contains 40664 members 
Mstep: Class 17 contains 51376 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5038 members 
Entering Unmasked Estep 
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Iteration 196Q: 15 clusters Score -7.556126e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 15299 members 
Mstep: Class 5 contains 29819 members 
Mstep: Class 6 contains 74819 members 
Mstep: Class 9 contains 52546 members 
Mstep: Class 10 contains 75283 members 
Mstep: Class 11 contains 81977 members 
Mstep: Class 12 contains 69527 members 
Mstep: Class 13 contains 78454 members 
Mstep: Class 14 contains 41586 members 
Mstep: Class 16 contains 40658 members 
Mstep: Class 17 contains 51356 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5047 members 
Entering Unmasked Estep 
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Iteration 197Q: 15 clusters Score -7.556125e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 15256 members 
Mstep: Class 5 contains 29858 members 
Mstep: Class 6 contains 74829 members 
Mstep: Class 9 contains 52556 members 
Mstep: Class 10 contains 75297 members 
Mstep: Class 11 contains 81986 members 
Mstep: Class 12 contains 69526 members 
Mstep: Class 13 contains 78426 members 
Mstep: Class 14 contains 41574 members 
Mstep: Class 16 contains 40649 members 
Mstep: Class 17 contains 51340 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5067 members 
Entering Unmasked Estep 
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Iteration 198Q: 15 clusters Score -7.556129e+07 nChanged 453
Entering ConstructFrom: 
Score: -75561288.000000 Penalty: 30347.412109
Entering ConstructFrom: 
Trying to split cluster 1 (4211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Entering Unmasked Estep 
Score: -488202.031250 Penalty: 1356.136475
	Iteration 0F: 2 clusters Score -488202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -484735.437500 Penalty: 2712.272949
	Iteration 0F: 3 clusters Score -484735.4 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -485805.906250 Penalty: 2712.272949
	Iteration 1F: 3 clusters Score -485805.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -486090.312500 Penalty: 2712.272949
	Iteration 2F: 3 clusters Score -486090.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -486375.875000 Penalty: 2712.272949
	Iteration 3F: 3 clusters Score -486375.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -486705.500000 Penalty: 2712.272949
	Iteration 4F: 3 clusters Score -486705.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -487056.687500 Penalty: 2712.272949
	Iteration 5F: 3 clusters Score -487056.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -487444.750000 Penalty: 2712.272949
	Iteration 6F: 3 clusters Score -487444.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -487953.531250 Penalty: 2712.272949
	Iteration 7F: 3 clusters Score -487953.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -488321.781250 Penalty: 2712.272949
	Iteration 8Q: 3 clusters Score -488321.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -488482.156250 Penalty: 2712.272949
	Iteration 9Q: 3 clusters Score -488482.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -488518.875000 Penalty: 2712.272949
	Iteration 10Q: 3 clusters Score -488518.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -488534.687500 Penalty: 2712.272949
	Iteration 11Q: 3 clusters Score -488534.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -488543.031250 Penalty: 2712.272949
	Iteration 12Q: 3 clusters Score -488543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -488547.812500 Penalty: 2712.272949
	Iteration 13Q: 3 clusters Score -488547.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -488547.906250 Penalty: 2712.272949
	Iteration 14Q: 3 clusters Score -488547.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -488571.656250 Penalty: 2712.272949
	Iteration 15F: 3 clusters Score -488571.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -488582.250000 Penalty: 2712.272949
	Iteration 16Q: 3 clusters Score -488582.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -488582.250000 Penalty: 2712.272949
	Iteration 17F: 3 clusters Score -488582.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 15216 members 
Mstep: Class 3 contains 3970 members 
Mstep: Class 5 contains 29905 members 
Mstep: Class 6 contains 74836 members 
Mstep: Class 9 contains 52586 members 
Mstep: Class 10 contains 75292 members 
Mstep: Class 11 contains 81979 members 
Mstep: Class 12 contains 69528 members 
Mstep: Class 13 contains 78386 members 
Mstep: Class 14 contains 41575 members 
Mstep: Class 16 contains 40645 members 
Mstep: Class 17 contains 51325 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5086 members 
Entering Unmasked Estep 
Score: -75560784.000000 Penalty: 32515.083984
Splitting cluster 1 changes total score from -75561288.000000 to -75560784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (15216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Entering Unmasked Estep 
Score: -1888898.625000 Penalty: 1564.891724
	Iteration 0F: 2 clusters Score -1888899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1878344.000000 Penalty: 3129.783447
	Iteration 0F: 3 clusters Score -1878344 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1881938.625000 Penalty: 3129.783447
	Iteration 1F: 3 clusters Score -1881939 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1882241.750000 Penalty: 3129.783447
	Iteration 2F: 3 clusters Score -1882242 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1882594.750000 Penalty: 3129.783447
	Iteration 3F: 3 clusters Score -1882595 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1883040.750000 Penalty: 3129.783447
	Iteration 4F: 3 clusters Score -1883041 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1883598.875000 Penalty: 3129.783447
	Iteration 5F: 3 clusters Score -1883599 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1884384.250000 Penalty: 3129.783447
	Iteration 6F: 3 clusters Score -1884384 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1885319.625000 Penalty: 3129.783447
	Iteration 7F: 3 clusters Score -1885320 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1886275.250000 Penalty: 3129.783447
	Iteration 8F: 3 clusters Score -1886275 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1886951.000000 Penalty: 3129.783447
	Iteration 9Q: 3 clusters Score -1886951 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1887256.750000 Penalty: 3129.783447
	Iteration 10Q: 3 clusters Score -1887257 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1887384.750000 Penalty: 3129.783447
	Iteration 11Q: 3 clusters Score -1887385 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1887454.500000 Penalty: 3129.783447
	Iteration 12Q: 3 clusters Score -1887454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1887498.250000 Penalty: 3129.783447
	Iteration 13Q: 3 clusters Score -1887498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1887526.875000 Penalty: 3129.783447
	Iteration 14Q: 3 clusters Score -1887527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1887546.375000 Penalty: 3129.783447
	Iteration 15Q: 3 clusters Score -1887546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1887552.000000 Penalty: 3129.783447
	Iteration 16Q: 3 clusters Score -1887552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1887558.250000 Penalty: 3129.783447
	Iteration 17Q: 3 clusters Score -1887558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1887559.375000 Penalty: 3129.783447
	Iteration 18Q: 3 clusters Score -1887559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1887564.250000 Penalty: 3129.783447
	Iteration 19Q: 3 clusters Score -1887564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1887567.875000 Penalty: 3129.783447
	Iteration 20F: 3 clusters Score -1887568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1887567.125000 Penalty: 3129.783447
	Iteration 21Q: 3 clusters Score -1887567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1887567.125000 Penalty: 3129.783447
	Iteration 22F: 3 clusters Score -1887567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Entering Unmasked Estep 
Score: -3599743.250000 Penalty: 1674.689453
	Iteration 0F: 2 clusters Score -3599743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3579675.500000 Penalty: 3349.378906
	Iteration 0F: 3 clusters Score -3579676 nChanged 13749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3587287.750000 Penalty: 3349.378906
	Iteration 1F: 3 clusters Score -3587288 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -3587850.750000 Penalty: 3349.378906
	Iteration 2Q: 3 clusters Score -3587851 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -3588491.500000 Penalty: 3349.378906
	Iteration 3F: 3 clusters Score -3588492 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3589366.500000 Penalty: 3349.378906
	Iteration 4F: 3 clusters Score -3589366 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -3590569.250000 Penalty: 3349.378906
	Iteration 5F: 3 clusters Score -3590569 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -3591954.250000 Penalty: 3349.378906
	Iteration 6F: 3 clusters Score -3591954 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -3593386.750000 Penalty: 3349.378906
	Iteration 7F: 3 clusters Score -3593387 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3594712.750000 Penalty: 3349.378906
	Iteration 8F: 3 clusters Score -3594713 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3595824.000000 Penalty: 3349.378906
	Iteration 9Q: 3 clusters Score -3595824 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -3596724.250000 Penalty: 3349.378906
	Iteration 10Q: 3 clusters Score -3596724 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3597479.000000 Penalty: 3349.378906
	Iteration 11Q: 3 clusters Score -3597479 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -3597867.500000 Penalty: 3349.378906
	Iteration 12Q: 3 clusters Score -3597868 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -3598073.750000 Penalty: 3349.378906
	Iteration 13Q: 3 clusters Score -3598074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -3598183.750000 Penalty: 3349.378906
	Iteration 14Q: 3 clusters Score -3598184 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -3598236.000000 Penalty: 3349.378906
	Iteration 15Q: 3 clusters Score -3598236 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -3598281.250000 Penalty: 3349.378906
	Iteration 16Q: 3 clusters Score -3598281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -3598311.750000 Penalty: 3349.378906
	Iteration 17Q: 3 clusters Score -3598312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -3598327.000000 Penalty: 3349.378906
	Iteration 18Q: 3 clusters Score -3598327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -3598340.250000 Penalty: 3349.378906
	Iteration 19Q: 3 clusters Score -3598340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -3598352.250000 Penalty: 3349.378906
	Iteration 20F: 3 clusters Score -3598352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3598371.250000 Penalty: 3349.378906
	Iteration 21Q: 3 clusters Score -3598371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -3598381.750000 Penalty: 3349.378906
	Iteration 22Q: 3 clusters Score -3598382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -3598387.000000 Penalty: 3349.378906
	Iteration 23Q: 3 clusters Score -3598387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3598395.250000 Penalty: 3349.378906
	Iteration 24Q: 3 clusters Score -3598395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3598398.250000 Penalty: 3349.378906
	Iteration 25Q: 3 clusters Score -3598398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -3598400.000000 Penalty: 3349.378906
	Iteration 26Q: 3 clusters Score -3598400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -3598402.250000 Penalty: 3349.378906
	Iteration 27Q: 3 clusters Score -3598402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -3598402.500000 Penalty: 3349.378906
	Iteration 28Q: 3 clusters Score -3598402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -3598407.750000 Penalty: 3349.378906
	Iteration 29Q: 3 clusters Score -3598408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -3598406.750000 Penalty: 3349.378906
	Iteration 30Q: 3 clusters Score -3598407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -3598408.750000 Penalty: 3349.378906
	Iteration 31Q: 3 clusters Score -3598409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -3598408.750000 Penalty: 3349.378906
	Iteration 32Q: 3 clusters Score -3598409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -3598415.500000 Penalty: 3349.378906
	Iteration 33Q: 3 clusters Score -3598416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -3598422.750000 Penalty: 3349.378906
	Iteration 34Q: 3 clusters Score -3598423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -3598424.500000 Penalty: 3349.378906
	Iteration 35Q: 3 clusters Score -3598424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -3598425.750000 Penalty: 3349.378906
	Iteration 36Q: 3 clusters Score -3598426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -3598423.000000 Penalty: 3349.378906
	Iteration 37Q: 3 clusters Score -3598423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -3598421.500000 Penalty: 3349.378906
	Iteration 38Q: 3 clusters Score -3598422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -3598424.500000 Penalty: 3349.378906
	Iteration 39Q: 3 clusters Score -3598424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -3598422.250000 Penalty: 3349.378906
	Iteration 40F: 3 clusters Score -3598422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (74836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Entering Unmasked Estep 
Score: -9305819.000000 Penalty: 1823.746216
	Iteration 0F: 2 clusters Score -9305819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -9257285.000000 Penalty: 3647.492432
	Iteration 0F: 3 clusters Score -9257285 nChanged 35538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -9277910.000000 Penalty: 3647.492432
	Iteration 1F: 3 clusters Score -9277910 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -9278567.000000 Penalty: 3647.492432
	Iteration 2Q: 3 clusters Score -9278567 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -9279156.000000 Penalty: 3647.492432
	Iteration 3Q: 3 clusters Score -9279156 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -9279962.000000 Penalty: 3647.492432
	Iteration 4Q: 3 clusters Score -9279962 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -9281035.000000 Penalty: 3647.492432
	Iteration 5Q: 3 clusters Score -9281035 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -9282535.000000 Penalty: 3647.492432
	Iteration 6Q: 3 clusters Score -9282535 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -9284823.000000 Penalty: 3647.492432
	Iteration 7Q: 3 clusters Score -9284823 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -9287856.000000 Penalty: 3647.492432
	Iteration 8F: 3 clusters Score -9287856 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -9291175.000000 Penalty: 3647.492432
	Iteration 9F: 3 clusters Score -9291175 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -9293553.000000 Penalty: 3647.492432
	Iteration 10F: 3 clusters Score -9293553 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -9294656.000000 Penalty: 3647.492432
	Iteration 11Q: 3 clusters Score -9294656 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -9295105.000000 Penalty: 3647.492432
	Iteration 12Q: 3 clusters Score -9295105 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -9295448.000000 Penalty: 3647.492432
	Iteration 13Q: 3 clusters Score -9295448 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -9295793.000000 Penalty: 3647.492432
	Iteration 14Q: 3 clusters Score -9295793 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -9296094.000000 Penalty: 3647.492432
	Iteration 15Q: 3 clusters Score -9296094 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -9296469.000000 Penalty: 3647.492432
	Iteration 16Q: 3 clusters Score -9296469 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -9296894.000000 Penalty: 3647.492432
	Iteration 17Q: 3 clusters Score -9296894 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -9297198.000000 Penalty: 3647.492432
	Iteration 18Q: 3 clusters Score -9297198 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56733 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -9297568.000000 Penalty: 3647.492432
	Iteration 19Q: 3 clusters Score -9297568 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -9297982.000000 Penalty: 3647.492432
	Iteration 20F: 3 clusters Score -9297982 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -9298415.000000 Penalty: 3647.492432
	Iteration 21Q: 3 clusters Score -9298415 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60059 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -9298855.000000 Penalty: 3647.492432
	Iteration 22Q: 3 clusters Score -9298855 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61136 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -9299295.000000 Penalty: 3647.492432
	Iteration 23Q: 3 clusters Score -9299295 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62122 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -9299658.000000 Penalty: 3647.492432
	Iteration 24Q: 3 clusters Score -9299658 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -9299947.000000 Penalty: 3647.492432
	Iteration 25Q: 3 clusters Score -9299947 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -9300220.000000 Penalty: 3647.492432
	Iteration 26Q: 3 clusters Score -9300220 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64586 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -9300507.000000 Penalty: 3647.492432
	Iteration 27Q: 3 clusters Score -9300507 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -9300794.000000 Penalty: 3647.492432
	Iteration 28Q: 3 clusters Score -9300794 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -9301037.000000 Penalty: 3647.492432
	Iteration 29Q: 3 clusters Score -9301037 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -9301218.000000 Penalty: 3647.492432
	Iteration 30Q: 3 clusters Score -9301218 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -9301442.000000 Penalty: 3647.492432
	Iteration 31Q: 3 clusters Score -9301442 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67755 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -9301626.000000 Penalty: 3647.492432
	Iteration 32Q: 3 clusters Score -9301626 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -9301816.000000 Penalty: 3647.492432
	Iteration 33Q: 3 clusters Score -9301816 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68863 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -9301979.000000 Penalty: 3647.492432
	Iteration 34Q: 3 clusters Score -9301979 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69418 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -9302175.000000 Penalty: 3647.492432
	Iteration 35Q: 3 clusters Score -9302175 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69958 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -9302395.000000 Penalty: 3647.492432
	Iteration 36Q: 3 clusters Score -9302395 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -9302556.000000 Penalty: 3647.492432
	Iteration 37Q: 3 clusters Score -9302556 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -9302758.000000 Penalty: 3647.492432
	Iteration 38Q: 3 clusters Score -9302758 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -9302938.000000 Penalty: 3647.492432
	Iteration 39Q: 3 clusters Score -9302938 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71806 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -9303075.000000 Penalty: 3647.492432
	Iteration 40F: 3 clusters Score -9303075 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72164 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -9303250.000000 Penalty: 3647.492432
	Iteration 41Q: 3 clusters Score -9303250 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72483 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -9303396.000000 Penalty: 3647.492432
	Iteration 42Q: 3 clusters Score -9303396 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72757 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -9303486.000000 Penalty: 3647.492432
	Iteration 43Q: 3 clusters Score -9303486 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72999 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -9303592.000000 Penalty: 3647.492432
	Iteration 44Q: 3 clusters Score -9303592 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73188 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -9303672.000000 Penalty: 3647.492432
	Iteration 45Q: 3 clusters Score -9303672 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -9303742.000000 Penalty: 3647.492432
	Iteration 46Q: 3 clusters Score -9303742 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73526 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -9303813.000000 Penalty: 3647.492432
	Iteration 47Q: 3 clusters Score -9303813 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73651 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -9303879.000000 Penalty: 3647.492432
	Iteration 48Q: 3 clusters Score -9303879 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9303963.000000 Penalty: 3647.492432
	Iteration 49Q: 3 clusters Score -9303963 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73863 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -9304033.000000 Penalty: 3647.492432
	Iteration 50Q: 3 clusters Score -9304033 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9304075.000000 Penalty: 3647.492432
	Iteration 51Q: 3 clusters Score -9304075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73994 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -9304116.000000 Penalty: 3647.492432
	Iteration 52Q: 3 clusters Score -9304116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9304153.000000 Penalty: 3647.492432
	Iteration 53Q: 3 clusters Score -9304153 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9304184.000000 Penalty: 3647.492432
	Iteration 54Q: 3 clusters Score -9304184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74115 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9304208.000000 Penalty: 3647.492432
	Iteration 55Q: 3 clusters Score -9304208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74144 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9304209.000000 Penalty: 3647.492432
	Iteration 56Q: 3 clusters Score -9304209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74166 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9304224.000000 Penalty: 3647.492432
	Iteration 57Q: 3 clusters Score -9304224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74187 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9304233.000000 Penalty: 3647.492432
	Iteration 58Q: 3 clusters Score -9304233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74204 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9304241.000000 Penalty: 3647.492432
	Iteration 59Q: 3 clusters Score -9304241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74219 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9304261.000000 Penalty: 3647.492432
	Iteration 60F: 3 clusters Score -9304261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9304263.000000 Penalty: 3647.492432
	Iteration 61Q: 3 clusters Score -9304263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74235 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9304270.000000 Penalty: 3647.492432
	Iteration 62Q: 3 clusters Score -9304270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74248 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9304276.000000 Penalty: 3647.492432
	Iteration 63Q: 3 clusters Score -9304276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9304275.000000 Penalty: 3647.492432
	Iteration 64Q: 3 clusters Score -9304275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9304275.000000 Penalty: 3647.492432
	Iteration 65Q: 3 clusters Score -9304275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74248 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9304281.000000 Penalty: 3647.492432
	Iteration 66Q: 3 clusters Score -9304281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9304278.000000 Penalty: 3647.492432
	Iteration 67Q: 3 clusters Score -9304278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9304281.000000 Penalty: 3647.492432
	Iteration 68Q: 3 clusters Score -9304281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74256 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9304278.000000 Penalty: 3647.492432
	Iteration 69Q: 3 clusters Score -9304278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74257 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9304279.000000 Penalty: 3647.492432
	Iteration 70Q: 3 clusters Score -9304279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74258 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9304279.000000 Penalty: 3647.492432
	Iteration 71Q: 3 clusters Score -9304279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74261 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9304278.000000 Penalty: 3647.492432
	Iteration 72Q: 3 clusters Score -9304278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74265 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9304284.000000 Penalty: 3647.492432
	Iteration 73Q: 3 clusters Score -9304284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9304288.000000 Penalty: 3647.492432
	Iteration 74Q: 3 clusters Score -9304288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9304288.000000 Penalty: 3647.492432
	Iteration 75F: 3 clusters Score -9304288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Entering Unmasked Estep 
Score: -6553173.500000 Penalty: 1766.408325
	Iteration 0F: 2 clusters Score -6553174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -6518424.000000 Penalty: 3532.816650
	Iteration 0F: 3 clusters Score -6518424 nChanged 24726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -6532565.000000 Penalty: 3532.816650
	Iteration 1F: 3 clusters Score -6532565 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -6533154.000000 Penalty: 3532.816650
	Iteration 2Q: 3 clusters Score -6533154 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -6533814.500000 Penalty: 3532.816650
	Iteration 3Q: 3 clusters Score -6533814 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -6534623.000000 Penalty: 3532.816650
	Iteration 4Q: 3 clusters Score -6534623 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -6535716.000000 Penalty: 3532.816650
	Iteration 5Q: 3 clusters Score -6535716 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -6537282.000000 Penalty: 3532.816650
	Iteration 6Q: 3 clusters Score -6537282 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -6539485.500000 Penalty: 3532.816650
	Iteration 7F: 3 clusters Score -6539486 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -6542079.500000 Penalty: 3532.816650
	Iteration 8F: 3 clusters Score -6542080 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -6544523.000000 Penalty: 3532.816650
	Iteration 9F: 3 clusters Score -6544523 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -6546330.000000 Penalty: 3532.816650
	Iteration 10Q: 3 clusters Score -6546330 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -6547451.500000 Penalty: 3532.816650
	Iteration 11Q: 3 clusters Score -6547452 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -6548230.000000 Penalty: 3532.816650
	Iteration 12Q: 3 clusters Score -6548230 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -6548767.000000 Penalty: 3532.816650
	Iteration 13Q: 3 clusters Score -6548767 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -6549144.000000 Penalty: 3532.816650
	Iteration 14Q: 3 clusters Score -6549144 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -6549482.000000 Penalty: 3532.816650
	Iteration 15Q: 3 clusters Score -6549482 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -6549762.000000 Penalty: 3532.816650
	Iteration 16Q: 3 clusters Score -6549762 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -6550119.000000 Penalty: 3532.816650
	Iteration 17Q: 3 clusters Score -6550119 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -6550372.500000 Penalty: 3532.816650
	Iteration 18Q: 3 clusters Score -6550372 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -6550581.000000 Penalty: 3532.816650
	Iteration 19Q: 3 clusters Score -6550581 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -6550741.500000 Penalty: 3532.816650
	Iteration 20F: 3 clusters Score -6550742 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -6550861.000000 Penalty: 3532.816650
	Iteration 21Q: 3 clusters Score -6550861 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -6550973.000000 Penalty: 3532.816650
	Iteration 22Q: 3 clusters Score -6550973 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -6551121.500000 Penalty: 3532.816650
	Iteration 23Q: 3 clusters Score -6551122 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -6551220.000000 Penalty: 3532.816650
	Iteration 24Q: 3 clusters Score -6551220 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -6551301.000000 Penalty: 3532.816650
	Iteration 25Q: 3 clusters Score -6551301 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -6551350.000000 Penalty: 3532.816650
	Iteration 26Q: 3 clusters Score -6551350 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -6551411.000000 Penalty: 3532.816650
	Iteration 27Q: 3 clusters Score -6551411 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -6551435.000000 Penalty: 3532.816650
	Iteration 28Q: 3 clusters Score -6551435 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -6551473.000000 Penalty: 3532.816650
	Iteration 29Q: 3 clusters Score -6551473 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -6551498.500000 Penalty: 3532.816650
	Iteration 30Q: 3 clusters Score -6551498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -6551528.500000 Penalty: 3532.816650
	Iteration 31Q: 3 clusters Score -6551528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -6551544.500000 Penalty: 3532.816650
	Iteration 32Q: 3 clusters Score -6551544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -6551582.500000 Penalty: 3532.816650
	Iteration 33Q: 3 clusters Score -6551582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -6551597.000000 Penalty: 3532.816650
	Iteration 34Q: 3 clusters Score -6551597 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -6551611.000000 Penalty: 3532.816650
	Iteration 35Q: 3 clusters Score -6551611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -6551625.500000 Penalty: 3532.816650
	Iteration 36Q: 3 clusters Score -6551626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -6551635.000000 Penalty: 3532.816650
	Iteration 37Q: 3 clusters Score -6551635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -6551647.500000 Penalty: 3532.816650
	Iteration 38Q: 3 clusters Score -6551648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -6551640.000000 Penalty: 3532.816650
	Iteration 39Q: 3 clusters Score -6551640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -6551649.000000 Penalty: 3532.816650
	Iteration 40F: 3 clusters Score -6551649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -6551658.500000 Penalty: 3532.816650
	Iteration 41Q: 3 clusters Score -6551658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -6551656.500000 Penalty: 3532.816650
	Iteration 42Q: 3 clusters Score -6551656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -6551656.500000 Penalty: 3532.816650
	Iteration 43Q: 3 clusters Score -6551656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -6551653.500000 Penalty: 3532.816650
	Iteration 44Q: 3 clusters Score -6551654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -6551659.500000 Penalty: 3532.816650
	Iteration 45Q: 3 clusters Score -6551660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -6551672.500000 Penalty: 3532.816650
	Iteration 46Q: 3 clusters Score -6551672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -6551682.500000 Penalty: 3532.816650
	Iteration 47Q: 3 clusters Score -6551682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -6551705.000000 Penalty: 3532.816650
	Iteration 48Q: 3 clusters Score -6551705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -6551707.500000 Penalty: 3532.816650
	Iteration 49Q: 3 clusters Score -6551708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -6551718.000000 Penalty: 3532.816650
	Iteration 50Q: 3 clusters Score -6551718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -6551718.000000 Penalty: 3532.816650
	Iteration 51Q: 3 clusters Score -6551718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -6551720.000000 Penalty: 3532.816650
	Iteration 52Q: 3 clusters Score -6551720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -6551723.000000 Penalty: 3532.816650
	Iteration 53Q: 3 clusters Score -6551723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -6551726.000000 Penalty: 3532.816650
	Iteration 54Q: 3 clusters Score -6551726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -6551731.500000 Penalty: 3532.816650
	Iteration 55Q: 3 clusters Score -6551732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -6551733.000000 Penalty: 3532.816650
	Iteration 56Q: 3 clusters Score -6551733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 51929 members 
Entering Unmasked Estep 
Score: -6551728.500000 Penalty: 3532.816650
	Iteration 57Q: 3 clusters Score -6551728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -6551730.500000 Penalty: 3532.816650
	Iteration 58Q: 3 clusters Score -6551730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -6551739.500000 Penalty: 3532.816650
	Iteration 59Q: 3 clusters Score -6551740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -6551742.500000 Penalty: 3532.816650
	Iteration 60F: 3 clusters Score -6551742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -6551745.500000 Penalty: 3532.816650
	Iteration 61Q: 3 clusters Score -6551746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -6551745.000000 Penalty: 3532.816650
	Iteration 62Q: 3 clusters Score -6551745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -6551745.000000 Penalty: 3532.816650
	Iteration 63Q: 3 clusters Score -6551745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -6551749.500000 Penalty: 3532.816650
	Iteration 64Q: 3 clusters Score -6551750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -6551751.500000 Penalty: 3532.816650
	Iteration 65Q: 3 clusters Score -6551752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -6551753.000000 Penalty: 3532.816650
	Iteration 66Q: 3 clusters Score -6551753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -6551752.000000 Penalty: 3532.816650
	Iteration 67Q: 3 clusters Score -6551752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -6551752.000000 Penalty: 3532.816650
	Iteration 68Q: 3 clusters Score -6551752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -6551756.000000 Penalty: 3532.816650
	Iteration 69Q: 3 clusters Score -6551756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -6551757.000000 Penalty: 3532.816650
	Iteration 70Q: 3 clusters Score -6551757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -6551757.000000 Penalty: 3532.816650
	Iteration 71Q: 3 clusters Score -6551757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -6551758.500000 Penalty: 3532.816650
	Iteration 72Q: 3 clusters Score -6551758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -6551760.000000 Penalty: 3532.816650
	Iteration 73Q: 3 clusters Score -6551760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -6551765.000000 Penalty: 3532.816650
	Iteration 74Q: 3 clusters Score -6551765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -6551768.000000 Penalty: 3532.816650
	Iteration 75Q: 3 clusters Score -6551768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -6551769.000000 Penalty: 3532.816650
	Iteration 76Q: 3 clusters Score -6551769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -6551770.500000 Penalty: 3532.816650
	Iteration 77Q: 3 clusters Score -6551770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -6551775.000000 Penalty: 3532.816650
	Iteration 78Q: 3 clusters Score -6551775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -6551778.000000 Penalty: 3532.816650
	Iteration 79Q: 3 clusters Score -6551778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -6551780.500000 Penalty: 3532.816650
	Iteration 80F: 3 clusters Score -6551780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -6551773.000000 Penalty: 3532.816650
	Iteration 81Q: 3 clusters Score -6551773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -6551777.500000 Penalty: 3532.816650
	Iteration 82Q: 3 clusters Score -6551778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -6551777.000000 Penalty: 3532.816650
	Iteration 83Q: 3 clusters Score -6551777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -6551780.500000 Penalty: 3532.816650
	Iteration 84Q: 3 clusters Score -6551780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -6551783.500000 Penalty: 3532.816650
	Iteration 85Q: 3 clusters Score -6551784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -6551793.500000 Penalty: 3532.816650
	Iteration 86Q: 3 clusters Score -6551794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -6551794.000000 Penalty: 3532.816650
	Iteration 87Q: 3 clusters Score -6551794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -6551789.000000 Penalty: 3532.816650
	Iteration 88Q: 3 clusters Score -6551789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -6551793.000000 Penalty: 3532.816650
	Iteration 89Q: 3 clusters Score -6551793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -6551790.500000 Penalty: 3532.816650
	Iteration 90Q: 3 clusters Score -6551790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -6551790.500000 Penalty: 3532.816650
	Iteration 91F: 3 clusters Score -6551790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (75292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75292 members 
Entering Unmasked Estep 
Score: -9325252.000000 Penalty: 1824.733398
	Iteration 0F: 2 clusters Score -9325252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -9275952.000000 Penalty: 3649.466797
	Iteration 0F: 3 clusters Score -9275952 nChanged 35608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -9296142.000000 Penalty: 3649.466797
	Iteration 1F: 3 clusters Score -9296142 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -9296944.000000 Penalty: 3649.466797
	Iteration 2Q: 3 clusters Score -9296944 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -9298144.000000 Penalty: 3649.466797
	Iteration 3Q: 3 clusters Score -9298144 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -9300024.000000 Penalty: 3649.466797
	Iteration 4Q: 3 clusters Score -9300024 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -9302894.000000 Penalty: 3649.466797
	Iteration 5F: 3 clusters Score -9302894 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -9307096.000000 Penalty: 3649.466797
	Iteration 6F: 3 clusters Score -9307096 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -9312151.000000 Penalty: 3649.466797
	Iteration 7F: 3 clusters Score -9312151 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -9316214.000000 Penalty: 3649.466797
	Iteration 8F: 3 clusters Score -9316214 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -9318181.000000 Penalty: 3649.466797
	Iteration 9Q: 3 clusters Score -9318181 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -9319033.000000 Penalty: 3649.466797
	Iteration 10Q: 3 clusters Score -9319033 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -9319679.000000 Penalty: 3649.466797
	Iteration 11Q: 3 clusters Score -9319679 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -9320135.000000 Penalty: 3649.466797
	Iteration 12Q: 3 clusters Score -9320135 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -9320539.000000 Penalty: 3649.466797
	Iteration 13Q: 3 clusters Score -9320539 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -9320785.000000 Penalty: 3649.466797
	Iteration 14Q: 3 clusters Score -9320785 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -9320989.000000 Penalty: 3649.466797
	Iteration 15Q: 3 clusters Score -9320989 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -9321123.000000 Penalty: 3649.466797
	Iteration 16Q: 3 clusters Score -9321123 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -9321258.000000 Penalty: 3649.466797
	Iteration 17Q: 3 clusters Score -9321258 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -9321327.000000 Penalty: 3649.466797
	Iteration 18Q: 3 clusters Score -9321327 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 16049 members 
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Mstep: Class 1 contains 59505 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60028 members 
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Mstep: Class 2 contains 15045 members 
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Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61130 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61642 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 62340 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62440 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 62537 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63052 members 
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Mstep: Class 1 contains 63127 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12082 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 66866 members 
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Entering Unmasked Estep 
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Score: -9324600.000000 Penalty: 3649.466797
	Iteration 110Q: 3 clusters Score -9324600 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -9324597.000000 Penalty: 3649.466797
	Iteration 111Q: 3 clusters Score -9324597 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -9324622.000000 Penalty: 3649.466797
	Iteration 112Q: 3 clusters Score -9324622 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -9324631.000000 Penalty: 3649.466797
	Iteration 113Q: 3 clusters Score -9324631 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73022 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -9324630.000000 Penalty: 3649.466797
	Iteration 114Q: 3 clusters Score -9324630 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -9324650.000000 Penalty: 3649.466797
	Iteration 115Q: 3 clusters Score -9324650 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9324661.000000 Penalty: 3649.466797
	Iteration 116Q: 3 clusters Score -9324661 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73486 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -9324638.000000 Penalty: 3649.466797
	Iteration 117Q: 3 clusters Score -9324638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73567 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -9324625.000000 Penalty: 3649.466797
	Iteration 118Q: 3 clusters Score -9324625 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73655 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -9324613.000000 Penalty: 3649.466797
	Iteration 119Q: 3 clusters Score -9324613 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73738 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -9324590.000000 Penalty: 3649.466797
	Iteration 120F: 3 clusters Score -9324590 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73814 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -9324595.000000 Penalty: 3649.466797
	Iteration 121Q: 3 clusters Score -9324595 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9324621.000000 Penalty: 3649.466797
	Iteration 122Q: 3 clusters Score -9324621 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73939 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -9324604.000000 Penalty: 3649.466797
	Iteration 123Q: 3 clusters Score -9324604 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73987 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -9324633.000000 Penalty: 3649.466797
	Iteration 124Q: 3 clusters Score -9324633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74019 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -9324642.000000 Penalty: 3649.466797
	Iteration 125Q: 3 clusters Score -9324642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74052 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -9324642.000000 Penalty: 3649.466797
	Iteration 126Q: 3 clusters Score -9324642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9324624.000000 Penalty: 3649.466797
	Iteration 127Q: 3 clusters Score -9324624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9324622.000000 Penalty: 3649.466797
	Iteration 128Q: 3 clusters Score -9324622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74114 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9324616.000000 Penalty: 3649.466797
	Iteration 129Q: 3 clusters Score -9324616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74125 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9324617.000000 Penalty: 3649.466797
	Iteration 130Q: 3 clusters Score -9324617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74130 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9324621.000000 Penalty: 3649.466797
	Iteration 131Q: 3 clusters Score -9324621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74133 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -9324618.000000 Penalty: 3649.466797
	Iteration 132Q: 3 clusters Score -9324618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74135 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9324613.000000 Penalty: 3649.466797
	Iteration 133Q: 3 clusters Score -9324613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -9324610.000000 Penalty: 3649.466797
	Iteration 134Q: 3 clusters Score -9324610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -9324616.000000 Penalty: 3649.466797
	Iteration 135Q: 3 clusters Score -9324616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -9324616.000000 Penalty: 3649.466797
	Iteration 136F: 3 clusters Score -9324616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Entering Unmasked Estep 
Score: -10206621.000000 Penalty: 1838.560547
	Iteration 0F: 2 clusters Score -1.020662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -10154369.000000 Penalty: 3677.121094
	Iteration 0F: 3 clusters Score -1.015437e+07 nChanged 39032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -10176861.000000 Penalty: 3677.121094
	Iteration 1F: 3 clusters Score -1.017686e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -10177766.000000 Penalty: 3677.121094
	Iteration 2Q: 3 clusters Score -1.017777e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -10179053.000000 Penalty: 3677.121094
	Iteration 3Q: 3 clusters Score -1.017905e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -10180881.000000 Penalty: 3677.121094
	Iteration 4Q: 3 clusters Score -1.018088e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -10183356.000000 Penalty: 3677.121094
	Iteration 5F: 3 clusters Score -1.018336e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -10186558.000000 Penalty: 3677.121094
	Iteration 6F: 3 clusters Score -1.018656e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -10191008.000000 Penalty: 3677.121094
	Iteration 7F: 3 clusters Score -1.019101e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -10195386.000000 Penalty: 3677.121094
	Iteration 8F: 3 clusters Score -1.019539e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -10198295.000000 Penalty: 3677.121094
	Iteration 9F: 3 clusters Score -1.01983e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -10199486.000000 Penalty: 3677.121094
	Iteration 10Q: 3 clusters Score -1.019949e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -10200152.000000 Penalty: 3677.121094
	Iteration 11Q: 3 clusters Score -1.020015e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -10200744.000000 Penalty: 3677.121094
	Iteration 12Q: 3 clusters Score -1.020074e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -10201350.000000 Penalty: 3677.121094
	Iteration 13Q: 3 clusters Score -1.020135e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -10201882.000000 Penalty: 3677.121094
	Iteration 14Q: 3 clusters Score -1.020188e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -10202350.000000 Penalty: 3677.121094
	Iteration 15Q: 3 clusters Score -1.020235e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 67622 members 
Entering Unmasked Estep 
Score: -10202778.000000 Penalty: 3677.121094
	Iteration 16Q: 3 clusters Score -1.020278e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 68987 members 
Entering Unmasked Estep 
Score: -10203291.000000 Penalty: 3677.121094
	Iteration 17Q: 3 clusters Score -1.020329e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -10203749.000000 Penalty: 3677.121094
	Iteration 18Q: 3 clusters Score -1.020375e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
Score: -10204269.000000 Penalty: 3677.121094
	Iteration 19Q: 3 clusters Score -1.020427e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -10204605.000000 Penalty: 3677.121094
	Iteration 20F: 3 clusters Score -1.02046e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -10204881.000000 Penalty: 3677.121094
	Iteration 21Q: 3 clusters Score -1.020488e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 75915 members 
Entering Unmasked Estep 
Score: -10205032.000000 Penalty: 3677.121094
	Iteration 22Q: 3 clusters Score -1.020503e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -10205273.000000 Penalty: 3677.121094
	Iteration 23Q: 3 clusters Score -1.020527e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 78109 members 
Entering Unmasked Estep 
Score: -10205405.000000 Penalty: 3677.121094
	Iteration 24Q: 3 clusters Score -1.02054e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 78896 members 
Entering Unmasked Estep 
Score: -10205456.000000 Penalty: 3677.121094
	Iteration 25Q: 3 clusters Score -1.020546e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 79498 members 
Entering Unmasked Estep 
Score: -10205554.000000 Penalty: 3677.121094
	Iteration 26Q: 3 clusters Score -1.020555e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 79928 members 
Entering Unmasked Estep 
Score: -10205582.000000 Penalty: 3677.121094
	Iteration 27Q: 3 clusters Score -1.020558e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 80267 members 
Entering Unmasked Estep 
Score: -10205587.000000 Penalty: 3677.121094
	Iteration 28Q: 3 clusters Score -1.020559e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -10205602.000000 Penalty: 3677.121094
	Iteration 29Q: 3 clusters Score -1.02056e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 80694 members 
Entering Unmasked Estep 
Score: -10205596.000000 Penalty: 3677.121094
	Iteration 30Q: 3 clusters Score -1.02056e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 80806 members 
Entering Unmasked Estep 
Score: -10205586.000000 Penalty: 3677.121094
	Iteration 31Q: 3 clusters Score -1.020559e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -10205599.000000 Penalty: 3677.121094
	Iteration 32Q: 3 clusters Score -1.02056e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -10205589.000000 Penalty: 3677.121094
	Iteration 33Q: 3 clusters Score -1.020559e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -10205591.000000 Penalty: 3677.121094
	Iteration 34Q: 3 clusters Score -1.020559e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 81038 members 
Entering Unmasked Estep 
Score: -10205604.000000 Penalty: 3677.121094
	Iteration 35Q: 3 clusters Score -1.02056e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 81076 members 
Entering Unmasked Estep 
Score: -10205604.000000 Penalty: 3677.121094
	Iteration 36Q: 3 clusters Score -1.02056e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 81102 members 
Entering Unmasked Estep 
Score: -10205581.000000 Penalty: 3677.121094
	Iteration 37Q: 3 clusters Score -1.020558e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 81126 members 
Entering Unmasked Estep 
Score: -10205580.000000 Penalty: 3677.121094
	Iteration 38Q: 3 clusters Score -1.020558e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 81152 members 
Entering Unmasked Estep 
Score: -10205589.000000 Penalty: 3677.121094
	Iteration 39Q: 3 clusters Score -1.020559e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
Score: -10205586.000000 Penalty: 3677.121094
	Iteration 40F: 3 clusters Score -1.020559e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 81192 members 
Entering Unmasked Estep 
Score: -10205589.000000 Penalty: 3677.121094
	Iteration 41Q: 3 clusters Score -1.020559e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 81215 members 
Entering Unmasked Estep 
Score: -10205580.000000 Penalty: 3677.121094
	Iteration 42Q: 3 clusters Score -1.020558e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 81238 members 
Entering Unmasked Estep 
Score: -10205568.000000 Penalty: 3677.121094
	Iteration 43Q: 3 clusters Score -1.020557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 81250 members 
Entering Unmasked Estep 
Score: -10205563.000000 Penalty: 3677.121094
	Iteration 44Q: 3 clusters Score -1.020556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 81260 members 
Entering Unmasked Estep 
Score: -10205568.000000 Penalty: 3677.121094
	Iteration 45Q: 3 clusters Score -1.020557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 81268 members 
Entering Unmasked Estep 
Score: -10205562.000000 Penalty: 3677.121094
	Iteration 46Q: 3 clusters Score -1.020556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -10205582.000000 Penalty: 3677.121094
	Iteration 47Q: 3 clusters Score -1.020558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 81279 members 
Entering Unmasked Estep 
Score: -10205571.000000 Penalty: 3677.121094
	Iteration 48Q: 3 clusters Score -1.020557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 81282 members 
Entering Unmasked Estep 
Score: -10205567.000000 Penalty: 3677.121094
	Iteration 49Q: 3 clusters Score -1.020557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -10205561.000000 Penalty: 3677.121094
	Iteration 50Q: 3 clusters Score -1.020556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -10205565.000000 Penalty: 3677.121094
	Iteration 51Q: 3 clusters Score -1.020556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 81291 members 
Entering Unmasked Estep 
Score: -10205553.000000 Penalty: 3677.121094
	Iteration 52Q: 3 clusters Score -1.020555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 81293 members 
Entering Unmasked Estep 
Score: -10205562.000000 Penalty: 3677.121094
	Iteration 53Q: 3 clusters Score -1.020556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 81292 members 
Entering Unmasked Estep 
Score: -10205562.000000 Penalty: 3677.121094
	Iteration 54Q: 3 clusters Score -1.020556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 81292 members 
Entering Unmasked Estep 
Score: -10205562.000000 Penalty: 3677.121094
	Iteration 55F: 3 clusters Score -1.020556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69528 members 
Entering Unmasked Estep 
Score: -8661764.000000 Penalty: 1811.791260
	Iteration 0F: 2 clusters Score -8661764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -8616222.000000 Penalty: 3623.582520
	Iteration 0F: 3 clusters Score -8616222 nChanged 33084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -8635119.000000 Penalty: 3623.582520
	Iteration 1F: 3 clusters Score -8635119 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -8635624.000000 Penalty: 3623.582520
	Iteration 2Q: 3 clusters Score -8635624 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -8636315.000000 Penalty: 3623.582520
	Iteration 3Q: 3 clusters Score -8636315 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -8637273.000000 Penalty: 3623.582520
	Iteration 4Q: 3 clusters Score -8637273 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -8638894.000000 Penalty: 3623.582520
	Iteration 5Q: 3 clusters Score -8638894 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -8641697.000000 Penalty: 3623.582520
	Iteration 6F: 3 clusters Score -8641697 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -8645779.000000 Penalty: 3623.582520
	Iteration 7F: 3 clusters Score -8645779 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56810 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -8650305.000000 Penalty: 3623.582520
	Iteration 8F: 3 clusters Score -8650305 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -8653988.000000 Penalty: 3623.582520
	Iteration 9F: 3 clusters Score -8653988 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -8656216.000000 Penalty: 3623.582520
	Iteration 10Q: 3 clusters Score -8656216 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64190 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -8657390.000000 Penalty: 3623.582520
	Iteration 11Q: 3 clusters Score -8657390 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -8658127.000000 Penalty: 3623.582520
	Iteration 12Q: 3 clusters Score -8658127 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65912 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -8658650.000000 Penalty: 3623.582520
	Iteration 13Q: 3 clusters Score -8658650 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -8659035.000000 Penalty: 3623.582520
	Iteration 14Q: 3 clusters Score -8659035 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8659318.000000 Penalty: 3623.582520
	Iteration 15Q: 3 clusters Score -8659318 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -8659547.000000 Penalty: 3623.582520
	Iteration 16Q: 3 clusters Score -8659547 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8659739.000000 Penalty: 3623.582520
	Iteration 17Q: 3 clusters Score -8659739 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8659833.000000 Penalty: 3623.582520
	Iteration 18Q: 3 clusters Score -8659833 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8659905.000000 Penalty: 3623.582520
	Iteration 19Q: 3 clusters Score -8659905 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8659983.000000 Penalty: 3623.582520
	Iteration 20F: 3 clusters Score -8659983 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68381 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8660036.000000 Penalty: 3623.582520
	Iteration 21Q: 3 clusters Score -8660036 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8660094.000000 Penalty: 3623.582520
	Iteration 22Q: 3 clusters Score -8660094 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68556 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8660106.000000 Penalty: 3623.582520
	Iteration 23Q: 3 clusters Score -8660106 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68613 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8660136.000000 Penalty: 3623.582520
	Iteration 24Q: 3 clusters Score -8660136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68661 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8660175.000000 Penalty: 3623.582520
	Iteration 25Q: 3 clusters Score -8660175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68693 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8660190.000000 Penalty: 3623.582520
	Iteration 26Q: 3 clusters Score -8660190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8660202.000000 Penalty: 3623.582520
	Iteration 27Q: 3 clusters Score -8660202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8660225.000000 Penalty: 3623.582520
	Iteration 28Q: 3 clusters Score -8660225 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8660241.000000 Penalty: 3623.582520
	Iteration 29Q: 3 clusters Score -8660241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8660244.000000 Penalty: 3623.582520
	Iteration 30Q: 3 clusters Score -8660244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8660243.000000 Penalty: 3623.582520
	Iteration 31Q: 3 clusters Score -8660243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68863 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8660244.000000 Penalty: 3623.582520
	Iteration 32Q: 3 clusters Score -8660244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68880 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8660258.000000 Penalty: 3623.582520
	Iteration 33Q: 3 clusters Score -8660258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68889 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8660263.000000 Penalty: 3623.582520
	Iteration 34Q: 3 clusters Score -8660263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68891 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8660263.000000 Penalty: 3623.582520
	Iteration 35Q: 3 clusters Score -8660263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68892 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8660257.000000 Penalty: 3623.582520
	Iteration 36Q: 3 clusters Score -8660257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68893 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8660258.000000 Penalty: 3623.582520
	Iteration 37Q: 3 clusters Score -8660258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68895 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8660259.000000 Penalty: 3623.582520
	Iteration 38Q: 3 clusters Score -8660259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68895 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8660259.000000 Penalty: 3623.582520
	Iteration 39F: 3 clusters Score -8660259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78386 members 
Entering Unmasked Estep 
Score: -9682437.000000 Penalty: 1831.277588
	Iteration 0F: 2 clusters Score -9682437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -9632370.000000 Penalty: 3662.555176
	Iteration 0F: 3 clusters Score -9632370 nChanged 37191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -9653987.000000 Penalty: 3662.555176
	Iteration 1F: 3 clusters Score -9653987 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -9655066.000000 Penalty: 3662.555176
	Iteration 2Q: 3 clusters Score -9655066 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -9656757.000000 Penalty: 3662.555176
	Iteration 3Q: 3 clusters Score -9656757 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -9659333.000000 Penalty: 3662.555176
	Iteration 4F: 3 clusters Score -9659333 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -9662817.000000 Penalty: 3662.555176
	Iteration 5F: 3 clusters Score -9662817 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 55337 members 
Entering Unmasked Estep 
Score: -9667188.000000 Penalty: 3662.555176
	Iteration 6F: 3 clusters Score -9667188 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -9671430.000000 Penalty: 3662.555176
	Iteration 7F: 3 clusters Score -9671430 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -9674751.000000 Penalty: 3662.555176
	Iteration 8F: 3 clusters Score -9674751 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -9676704.000000 Penalty: 3662.555176
	Iteration 9Q: 3 clusters Score -9676704 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 66312 members 
Entering Unmasked Estep 
Score: -9677714.000000 Penalty: 3662.555176
	Iteration 10Q: 3 clusters Score -9677714 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 67677 members 
Entering Unmasked Estep 
Score: -9678316.000000 Penalty: 3662.555176
	Iteration 11Q: 3 clusters Score -9678316 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -9678834.000000 Penalty: 3662.555176
	Iteration 12Q: 3 clusters Score -9678834 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -9679344.000000 Penalty: 3662.555176
	Iteration 13Q: 3 clusters Score -9679344 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -9679678.000000 Penalty: 3662.555176
	Iteration 14Q: 3 clusters Score -9679678 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -9679965.000000 Penalty: 3662.555176
	Iteration 15Q: 3 clusters Score -9679965 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 73218 members 
Entering Unmasked Estep 
Score: -9680202.000000 Penalty: 3662.555176
	Iteration 16Q: 3 clusters Score -9680202 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -9680452.000000 Penalty: 3662.555176
	Iteration 17Q: 3 clusters Score -9680452 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -9680671.000000 Penalty: 3662.555176
	Iteration 18Q: 3 clusters Score -9680671 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 75212 members 
Entering Unmasked Estep 
Score: -9680815.000000 Penalty: 3662.555176
	Iteration 19Q: 3 clusters Score -9680815 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 75667 members 
Entering Unmasked Estep 
Score: -9680917.000000 Penalty: 3662.555176
	Iteration 20F: 3 clusters Score -9680917 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 76049 members 
Entering Unmasked Estep 
Score: -9680995.000000 Penalty: 3662.555176
	Iteration 21Q: 3 clusters Score -9680995 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -9681067.000000 Penalty: 3662.555176
	Iteration 22Q: 3 clusters Score -9681067 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 76628 members 
Entering Unmasked Estep 
Score: -9681152.000000 Penalty: 3662.555176
	Iteration 23Q: 3 clusters Score -9681152 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
Score: -9681180.000000 Penalty: 3662.555176
	Iteration 24Q: 3 clusters Score -9681180 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -9681208.000000 Penalty: 3662.555176
	Iteration 25Q: 3 clusters Score -9681208 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 77209 members 
Entering Unmasked Estep 
Score: -9681233.000000 Penalty: 3662.555176
	Iteration 26Q: 3 clusters Score -9681233 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -9681243.000000 Penalty: 3662.555176
	Iteration 27Q: 3 clusters Score -9681243 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -9681273.000000 Penalty: 3662.555176
	Iteration 28Q: 3 clusters Score -9681273 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 77557 members 
Entering Unmasked Estep 
Score: -9681286.000000 Penalty: 3662.555176
	Iteration 29Q: 3 clusters Score -9681286 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 77636 members 
Entering Unmasked Estep 
Score: -9681306.000000 Penalty: 3662.555176
	Iteration 30Q: 3 clusters Score -9681306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 77686 members 
Entering Unmasked Estep 
Score: -9681334.000000 Penalty: 3662.555176
	Iteration 31Q: 3 clusters Score -9681334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -9681341.000000 Penalty: 3662.555176
	Iteration 32Q: 3 clusters Score -9681341 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 77766 members 
Entering Unmasked Estep 
Score: -9681369.000000 Penalty: 3662.555176
	Iteration 33Q: 3 clusters Score -9681369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 77788 members 
Entering Unmasked Estep 
Score: -9681385.000000 Penalty: 3662.555176
	Iteration 34Q: 3 clusters Score -9681385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -9681384.000000 Penalty: 3662.555176
	Iteration 35Q: 3 clusters Score -9681384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 77821 members 
Entering Unmasked Estep 
Score: -9681408.000000 Penalty: 3662.555176
	Iteration 36Q: 3 clusters Score -9681408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 77838 members 
Entering Unmasked Estep 
Score: -9681400.000000 Penalty: 3662.555176
	Iteration 37Q: 3 clusters Score -9681400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 77860 members 
Entering Unmasked Estep 
Score: -9681413.000000 Penalty: 3662.555176
	Iteration 38Q: 3 clusters Score -9681413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -9681427.000000 Penalty: 3662.555176
	Iteration 39Q: 3 clusters Score -9681427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 77889 members 
Entering Unmasked Estep 
Score: -9681427.000000 Penalty: 3662.555176
	Iteration 40F: 3 clusters Score -9681427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 77893 members 
Entering Unmasked Estep 
Score: -9681438.000000 Penalty: 3662.555176
	Iteration 41Q: 3 clusters Score -9681438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 77901 members 
Entering Unmasked Estep 
Score: -9681455.000000 Penalty: 3662.555176
	Iteration 42Q: 3 clusters Score -9681455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 77903 members 
Entering Unmasked Estep 
Score: -9681450.000000 Penalty: 3662.555176
	Iteration 43Q: 3 clusters Score -9681450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 77909 members 
Entering Unmasked Estep 
Score: -9681448.000000 Penalty: 3662.555176
	Iteration 44Q: 3 clusters Score -9681448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 77915 members 
Entering Unmasked Estep 
Score: -9681458.000000 Penalty: 3662.555176
	Iteration 45Q: 3 clusters Score -9681458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 77922 members 
Entering Unmasked Estep 
Score: -9681455.000000 Penalty: 3662.555176
	Iteration 46Q: 3 clusters Score -9681455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 77928 members 
Entering Unmasked Estep 
Score: -9681459.000000 Penalty: 3662.555176
	Iteration 47Q: 3 clusters Score -9681459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 77931 members 
Entering Unmasked Estep 
Score: -9681459.000000 Penalty: 3662.555176
	Iteration 48Q: 3 clusters Score -9681459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 77937 members 
Entering Unmasked Estep 
Score: -9681461.000000 Penalty: 3662.555176
	Iteration 49Q: 3 clusters Score -9681461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 77948 members 
Entering Unmasked Estep 
Score: -9681472.000000 Penalty: 3662.555176
	Iteration 50Q: 3 clusters Score -9681472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 77955 members 
Entering Unmasked Estep 
Score: -9681467.000000 Penalty: 3662.555176
	Iteration 51Q: 3 clusters Score -9681467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 77961 members 
Entering Unmasked Estep 
Score: -9681470.000000 Penalty: 3662.555176
	Iteration 52Q: 3 clusters Score -9681470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -9681474.000000 Penalty: 3662.555176
	Iteration 53Q: 3 clusters Score -9681474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 77961 members 
Entering Unmasked Estep 
Score: -9681474.000000 Penalty: 3662.555176
	Iteration 54Q: 3 clusters Score -9681474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -9681482.000000 Penalty: 3662.555176
	Iteration 55Q: 3 clusters Score -9681482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -9681476.000000 Penalty: 3662.555176
	Iteration 56Q: 3 clusters Score -9681476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -9681473.000000 Penalty: 3662.555176
	Iteration 57Q: 3 clusters Score -9681473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -9681473.000000 Penalty: 3662.555176
	Iteration 58F: 3 clusters Score -9681473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Entering Unmasked Estep 
Score: -5167599.000000 Penalty: 1728.228760
	Iteration 0F: 2 clusters Score -5167599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -5139792.500000 Penalty: 3456.457520
	Iteration 0F: 3 clusters Score -5139792 nChanged 19471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -5150603.000000 Penalty: 3456.457520
	Iteration 1F: 3 clusters Score -5150603 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5151025.500000 Penalty: 3456.457520
	Iteration 2Q: 3 clusters Score -5151026 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -5151546.000000 Penalty: 3456.457520
	Iteration 3Q: 3 clusters Score -5151546 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -5152326.000000 Penalty: 3456.457520
	Iteration 4Q: 3 clusters Score -5152326 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -5153554.500000 Penalty: 3456.457520
	Iteration 5F: 3 clusters Score -5153554 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -5155425.000000 Penalty: 3456.457520
	Iteration 6F: 3 clusters Score -5155425 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -5158037.000000 Penalty: 3456.457520
	Iteration 7F: 3 clusters Score -5158037 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -5160922.000000 Penalty: 3456.457520
	Iteration 8F: 3 clusters Score -5160922 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -5163255.500000 Penalty: 3456.457520
	Iteration 9F: 3 clusters Score -5163256 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -5164587.500000 Penalty: 3456.457520
	Iteration 10Q: 3 clusters Score -5164588 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -5165254.000000 Penalty: 3456.457520
	Iteration 11Q: 3 clusters Score -5165254 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -5165572.500000 Penalty: 3456.457520
	Iteration 12Q: 3 clusters Score -5165572 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -5165770.000000 Penalty: 3456.457520
	Iteration 13Q: 3 clusters Score -5165770 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -5165929.000000 Penalty: 3456.457520
	Iteration 14Q: 3 clusters Score -5165929 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -5166041.500000 Penalty: 3456.457520
	Iteration 15Q: 3 clusters Score -5166042 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -5166099.500000 Penalty: 3456.457520
	Iteration 16Q: 3 clusters Score -5166100 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -5166149.500000 Penalty: 3456.457520
	Iteration 17Q: 3 clusters Score -5166150 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -5166184.500000 Penalty: 3456.457520
	Iteration 18Q: 3 clusters Score -5166184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -5166209.500000 Penalty: 3456.457520
	Iteration 19Q: 3 clusters Score -5166210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -5166228.500000 Penalty: 3456.457520
	Iteration 20F: 3 clusters Score -5166228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -5166246.500000 Penalty: 3456.457520
	Iteration 21Q: 3 clusters Score -5166246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -5166258.000000 Penalty: 3456.457520
	Iteration 22Q: 3 clusters Score -5166258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -5166263.000000 Penalty: 3456.457520
	Iteration 23Q: 3 clusters Score -5166263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -5166261.500000 Penalty: 3456.457520
	Iteration 24Q: 3 clusters Score -5166262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -5166267.000000 Penalty: 3456.457520
	Iteration 25Q: 3 clusters Score -5166267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -5166264.000000 Penalty: 3456.457520
	Iteration 26Q: 3 clusters Score -5166264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -5166265.500000 Penalty: 3456.457520
	Iteration 27Q: 3 clusters Score -5166266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -5166266.000000 Penalty: 3456.457520
	Iteration 28Q: 3 clusters Score -5166266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -5166266.000000 Penalty: 3456.457520
	Iteration 29F: 3 clusters Score -5166266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Entering Unmasked Estep 
Score: -5052770.500000 Penalty: 1724.552490
	Iteration 0F: 2 clusters Score -5052770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -5025476.500000 Penalty: 3449.104980
	Iteration 0F: 3 clusters Score -5025476 nChanged 19005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -5036202.000000 Penalty: 3449.104980
	Iteration 1F: 3 clusters Score -5036202 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -5036637.000000 Penalty: 3449.104980
	Iteration 2Q: 3 clusters Score -5036637 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -5037150.000000 Penalty: 3449.104980
	Iteration 3Q: 3 clusters Score -5037150 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -5037815.500000 Penalty: 3449.104980
	Iteration 4Q: 3 clusters Score -5037816 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -5038680.000000 Penalty: 3449.104980
	Iteration 5Q: 3 clusters Score -5038680 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -5039885.000000 Penalty: 3449.104980
	Iteration 6F: 3 clusters Score -5039885 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -5041444.500000 Penalty: 3449.104980
	Iteration 7F: 3 clusters Score -5041444 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -5043455.500000 Penalty: 3449.104980
	Iteration 8F: 3 clusters Score -5043456 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -5045640.000000 Penalty: 3449.104980
	Iteration 9F: 3 clusters Score -5045640 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -5047177.500000 Penalty: 3449.104980
	Iteration 10F: 3 clusters Score -5047178 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -5048055.000000 Penalty: 3449.104980
	Iteration 11Q: 3 clusters Score -5048055 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -5048533.000000 Penalty: 3449.104980
	Iteration 12Q: 3 clusters Score -5048533 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -5048863.500000 Penalty: 3449.104980
	Iteration 13Q: 3 clusters Score -5048864 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -5049153.000000 Penalty: 3449.104980
	Iteration 14Q: 3 clusters Score -5049153 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -5049412.000000 Penalty: 3449.104980
	Iteration 15Q: 3 clusters Score -5049412 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -5049619.500000 Penalty: 3449.104980
	Iteration 16Q: 3 clusters Score -5049620 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -5049800.000000 Penalty: 3449.104980
	Iteration 17Q: 3 clusters Score -5049800 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -5049954.000000 Penalty: 3449.104980
	Iteration 18Q: 3 clusters Score -5049954 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -5050094.000000 Penalty: 3449.104980
	Iteration 19Q: 3 clusters Score -5050094 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -5050230.500000 Penalty: 3449.104980
	Iteration 20F: 3 clusters Score -5050230 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -5050391.000000 Penalty: 3449.104980
	Iteration 21Q: 3 clusters Score -5050391 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -5050492.500000 Penalty: 3449.104980
	Iteration 22Q: 3 clusters Score -5050492 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -5050608.500000 Penalty: 3449.104980
	Iteration 23Q: 3 clusters Score -5050608 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -5050711.000000 Penalty: 3449.104980
	Iteration 24Q: 3 clusters Score -5050711 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -5050811.000000 Penalty: 3449.104980
	Iteration 25Q: 3 clusters Score -5050811 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -5050887.500000 Penalty: 3449.104980
	Iteration 26Q: 3 clusters Score -5050888 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -5050964.500000 Penalty: 3449.104980
	Iteration 27Q: 3 clusters Score -5050964 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -5051039.500000 Penalty: 3449.104980
	Iteration 28Q: 3 clusters Score -5051040 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -5051108.500000 Penalty: 3449.104980
	Iteration 29Q: 3 clusters Score -5051108 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -5051163.000000 Penalty: 3449.104980
	Iteration 30Q: 3 clusters Score -5051163 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -5051219.000000 Penalty: 3449.104980
	Iteration 31Q: 3 clusters Score -5051219 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -5051254.500000 Penalty: 3449.104980
	Iteration 32Q: 3 clusters Score -5051254 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -5051286.000000 Penalty: 3449.104980
	Iteration 33Q: 3 clusters Score -5051286 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -5051326.500000 Penalty: 3449.104980
	Iteration 34Q: 3 clusters Score -5051326 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -5051365.500000 Penalty: 3449.104980
	Iteration 35Q: 3 clusters Score -5051366 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -5051399.500000 Penalty: 3449.104980
	Iteration 36Q: 3 clusters Score -5051400 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -5051420.500000 Penalty: 3449.104980
	Iteration 37Q: 3 clusters Score -5051420 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -5051465.500000 Penalty: 3449.104980
	Iteration 38Q: 3 clusters Score -5051466 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -5051483.000000 Penalty: 3449.104980
	Iteration 39Q: 3 clusters Score -5051483 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -5051498.000000 Penalty: 3449.104980
	Iteration 40F: 3 clusters Score -5051498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -5051514.500000 Penalty: 3449.104980
	Iteration 41Q: 3 clusters Score -5051514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -5051531.500000 Penalty: 3449.104980
	Iteration 42Q: 3 clusters Score -5051532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -5051554.000000 Penalty: 3449.104980
	Iteration 43Q: 3 clusters Score -5051554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -5051576.000000 Penalty: 3449.104980
	Iteration 44Q: 3 clusters Score -5051576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -5051601.500000 Penalty: 3449.104980
	Iteration 45Q: 3 clusters Score -5051602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -5051616.000000 Penalty: 3449.104980
	Iteration 46Q: 3 clusters Score -5051616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -5051627.500000 Penalty: 3449.104980
	Iteration 47Q: 3 clusters Score -5051628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -5051626.500000 Penalty: 3449.104980
	Iteration 48Q: 3 clusters Score -5051626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -5051632.000000 Penalty: 3449.104980
	Iteration 49Q: 3 clusters Score -5051632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -5051640.500000 Penalty: 3449.104980
	Iteration 50Q: 3 clusters Score -5051640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -5051643.000000 Penalty: 3449.104980
	Iteration 51Q: 3 clusters Score -5051643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -5051640.500000 Penalty: 3449.104980
	Iteration 52Q: 3 clusters Score -5051640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -5051641.000000 Penalty: 3449.104980
	Iteration 53Q: 3 clusters Score -5051641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -5051641.000000 Penalty: 3449.104980
	Iteration 54Q: 3 clusters Score -5051641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -5051637.500000 Penalty: 3449.104980
	Iteration 55Q: 3 clusters Score -5051638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -5051639.500000 Penalty: 3449.104980
	Iteration 56Q: 3 clusters Score -5051640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -5051641.000000 Penalty: 3449.104980
	Iteration 57Q: 3 clusters Score -5051641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -5051639.500000 Penalty: 3449.104980
	Iteration 58Q: 3 clusters Score -5051640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -5051639.500000 Penalty: 3449.104980
	Iteration 59F: 3 clusters Score -5051640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Entering Unmasked Estep 
Score: -6389389.500000 Penalty: 1762.464111
	Iteration 0F: 2 clusters Score -6389390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -6354980.000000 Penalty: 3524.928223
	Iteration 0F: 3 clusters Score -6354980 nChanged 24197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -6368365.000000 Penalty: 3524.928223
	Iteration 1F: 3 clusters Score -6368365 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -6368880.000000 Penalty: 3524.928223
	Iteration 2Q: 3 clusters Score -6368880 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -6369534.000000 Penalty: 3524.928223
	Iteration 3Q: 3 clusters Score -6369534 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -6370361.500000 Penalty: 3524.928223
	Iteration 4Q: 3 clusters Score -6370362 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -6371643.000000 Penalty: 3524.928223
	Iteration 5F: 3 clusters Score -6371643 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -6373657.500000 Penalty: 3524.928223
	Iteration 6F: 3 clusters Score -6373658 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -6376681.000000 Penalty: 3524.928223
	Iteration 7F: 3 clusters Score -6376681 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -6380399.500000 Penalty: 3524.928223
	Iteration 8F: 3 clusters Score -6380400 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -6383460.500000 Penalty: 3524.928223
	Iteration 9F: 3 clusters Score -6383460 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -6385219.500000 Penalty: 3524.928223
	Iteration 10Q: 3 clusters Score -6385220 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -6386054.500000 Penalty: 3524.928223
	Iteration 11Q: 3 clusters Score -6386054 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -6386495.000000 Penalty: 3524.928223
	Iteration 12Q: 3 clusters Score -6386495 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -6386742.000000 Penalty: 3524.928223
	Iteration 13Q: 3 clusters Score -6386742 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -6386948.000000 Penalty: 3524.928223
	Iteration 14Q: 3 clusters Score -6386948 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -6387106.000000 Penalty: 3524.928223
	Iteration 15Q: 3 clusters Score -6387106 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -6387286.500000 Penalty: 3524.928223
	Iteration 16Q: 3 clusters Score -6387286 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -6387372.500000 Penalty: 3524.928223
	Iteration 17Q: 3 clusters Score -6387372 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -6387474.500000 Penalty: 3524.928223
	Iteration 18Q: 3 clusters Score -6387474 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -6387540.500000 Penalty: 3524.928223
	Iteration 19Q: 3 clusters Score -6387540 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -6387608.000000 Penalty: 3524.928223
	Iteration 20F: 3 clusters Score -6387608 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -6387680.500000 Penalty: 3524.928223
	Iteration 21Q: 3 clusters Score -6387680 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -6387725.000000 Penalty: 3524.928223
	Iteration 22Q: 3 clusters Score -6387725 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -6387790.500000 Penalty: 3524.928223
	Iteration 23Q: 3 clusters Score -6387790 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -6387829.000000 Penalty: 3524.928223
	Iteration 24Q: 3 clusters Score -6387829 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -6387861.000000 Penalty: 3524.928223
	Iteration 25Q: 3 clusters Score -6387861 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -6387895.500000 Penalty: 3524.928223
	Iteration 26Q: 3 clusters Score -6387896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -6387914.000000 Penalty: 3524.928223
	Iteration 27Q: 3 clusters Score -6387914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -6387927.500000 Penalty: 3524.928223
	Iteration 28Q: 3 clusters Score -6387928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -6387935.500000 Penalty: 3524.928223
	Iteration 29Q: 3 clusters Score -6387936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -6387938.500000 Penalty: 3524.928223
	Iteration 30Q: 3 clusters Score -6387938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -6387946.000000 Penalty: 3524.928223
	Iteration 31Q: 3 clusters Score -6387946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -6387955.500000 Penalty: 3524.928223
	Iteration 32Q: 3 clusters Score -6387956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -6387957.500000 Penalty: 3524.928223
	Iteration 33Q: 3 clusters Score -6387958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -6387965.500000 Penalty: 3524.928223
	Iteration 34Q: 3 clusters Score -6387966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -6387970.500000 Penalty: 3524.928223
	Iteration 35Q: 3 clusters Score -6387970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -6387972.000000 Penalty: 3524.928223
	Iteration 36Q: 3 clusters Score -6387972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -6387974.000000 Penalty: 3524.928223
	Iteration 37Q: 3 clusters Score -6387974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -6387970.000000 Penalty: 3524.928223
	Iteration 38Q: 3 clusters Score -6387970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -6387969.500000 Penalty: 3524.928223
	Iteration 39Q: 3 clusters Score -6387970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -6387961.500000 Penalty: 3524.928223
	Iteration 40F: 3 clusters Score -6387962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -6387971.500000 Penalty: 3524.928223
	Iteration 41Q: 3 clusters Score -6387972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -6387969.000000 Penalty: 3524.928223
	Iteration 42Q: 3 clusters Score -6387969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -6387975.500000 Penalty: 3524.928223
	Iteration 43Q: 3 clusters Score -6387976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 50313 members 
Entering Unmasked Estep 
Score: -6387974.000000 Penalty: 3524.928223
	Iteration 44Q: 3 clusters Score -6387974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -6387977.500000 Penalty: 3524.928223
	Iteration 45Q: 3 clusters Score -6387978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -6387980.500000 Penalty: 3524.928223
	Iteration 46Q: 3 clusters Score -6387980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -6387986.000000 Penalty: 3524.928223
	Iteration 47Q: 3 clusters Score -6387986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -6387990.000000 Penalty: 3524.928223
	Iteration 48Q: 3 clusters Score -6387990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -6387988.500000 Penalty: 3524.928223
	Iteration 49Q: 3 clusters Score -6387988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 50380 members 
Entering Unmasked Estep 
Score: -6387986.500000 Penalty: 3524.928223
	Iteration 50Q: 3 clusters Score -6387986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -6387983.500000 Penalty: 3524.928223
	Iteration 51Q: 3 clusters Score -6387984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -6387992.000000 Penalty: 3524.928223
	Iteration 52Q: 3 clusters Score -6387992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -6387985.000000 Penalty: 3524.928223
	Iteration 53Q: 3 clusters Score -6387985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -6387980.500000 Penalty: 3524.928223
	Iteration 54Q: 3 clusters Score -6387980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -6387989.000000 Penalty: 3524.928223
	Iteration 55Q: 3 clusters Score -6387989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -6387994.500000 Penalty: 3524.928223
	Iteration 56Q: 3 clusters Score -6387994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -6387993.500000 Penalty: 3524.928223
	Iteration 57Q: 3 clusters Score -6387994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -6387995.500000 Penalty: 3524.928223
	Iteration 58Q: 3 clusters Score -6387996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -6387997.500000 Penalty: 3524.928223
	Iteration 59Q: 3 clusters Score -6387998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -6388003.000000 Penalty: 3524.928223
	Iteration 60F: 3 clusters Score -6388003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -6388008.000000 Penalty: 3524.928223
	Iteration 61Q: 3 clusters Score -6388008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -6388003.000000 Penalty: 3524.928223
	Iteration 62Q: 3 clusters Score -6388003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -6388004.500000 Penalty: 3524.928223
	Iteration 63Q: 3 clusters Score -6388004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -6388005.500000 Penalty: 3524.928223
	Iteration 64Q: 3 clusters Score -6388006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -6388006.500000 Penalty: 3524.928223
	Iteration 65Q: 3 clusters Score -6388006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -6388009.000000 Penalty: 3524.928223
	Iteration 66Q: 3 clusters Score -6388009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -6388009.000000 Penalty: 3524.928223
	Iteration 67F: 3 clusters Score -6388009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -83850.937500 Penalty: 1061.267578
	Iteration 0F: 2 clusters Score -83850.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -82626.515625 Penalty: 2122.535156
	Iteration 0F: 3 clusters Score -82626.52 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -82824.304688 Penalty: 2122.535156
	Iteration 1F: 3 clusters Score -82824.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -82890.335938 Penalty: 2122.535156
	Iteration 2F: 3 clusters Score -82890.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82916.578125 Penalty: 2122.535156
	Iteration 3Q: 3 clusters Score -82916.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82927.929688 Penalty: 2122.535156
	Iteration 4Q: 3 clusters Score -82927.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82941.570312 Penalty: 2122.535156
	Iteration 5Q: 3 clusters Score -82941.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -82947.820312 Penalty: 2122.535156
	Iteration 6Q: 3 clusters Score -82947.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -82949.390625 Penalty: 2122.535156
	Iteration 7Q: 3 clusters Score -82949.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -82950.687500 Penalty: 2122.535156
	Iteration 8Q: 3 clusters Score -82950.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -82951.234375 Penalty: 2122.535156
	Iteration 9Q: 3 clusters Score -82951.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -82952.304688 Penalty: 2122.535156
	Iteration 10Q: 3 clusters Score -82952.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -82955.078125 Penalty: 2122.535156
	Iteration 11Q: 3 clusters Score -82955.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -82958.289062 Penalty: 2122.535156
	Iteration 12Q: 3 clusters Score -82958.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82960.468750 Penalty: 2122.535156
	Iteration 13Q: 3 clusters Score -82960.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82960.468750 Penalty: 2122.535156
	Iteration 14F: 3 clusters Score -82960.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Entering Unmasked Estep 
Score: -638469.812500 Penalty: 1386.815186
	Iteration 0F: 2 clusters Score -638469.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -634419.562500 Penalty: 2773.630371
	Iteration 0F: 3 clusters Score -634419.6 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -635549.937500 Penalty: 2773.630371
	Iteration 1F: 3 clusters Score -635549.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -635747.062500 Penalty: 2773.630371
	Iteration 2F: 3 clusters Score -635747.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -635904.187500 Penalty: 2773.630371
	Iteration 3F: 3 clusters Score -635904.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -636031.187500 Penalty: 2773.630371
	Iteration 4Q: 3 clusters Score -636031.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -636138.812500 Penalty: 2773.630371
	Iteration 5Q: 3 clusters Score -636138.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -636242.687500 Penalty: 2773.630371
	Iteration 6Q: 3 clusters Score -636242.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -636358.875000 Penalty: 2773.630371
	Iteration 7Q: 3 clusters Score -636358.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -636475.125000 Penalty: 2773.630371
	Iteration 8Q: 3 clusters Score -636475.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -636609.250000 Penalty: 2773.630371
	Iteration 9Q: 3 clusters Score -636609.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -636714.687500 Penalty: 2773.630371
	Iteration 10Q: 3 clusters Score -636714.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -636795.312500 Penalty: 2773.630371
	Iteration 11Q: 3 clusters Score -636795.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -636842.875000 Penalty: 2773.630371
	Iteration 12Q: 3 clusters Score -636842.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -636878.812500 Penalty: 2773.630371
	Iteration 13Q: 3 clusters Score -636878.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -636905.687500 Penalty: 2773.630371
	Iteration 14Q: 3 clusters Score -636905.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -636927.000000 Penalty: 2773.630371
	Iteration 15Q: 3 clusters Score -636927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -636942.687500 Penalty: 2773.630371
	Iteration 16Q: 3 clusters Score -636942.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -636958.375000 Penalty: 2773.630371
	Iteration 17Q: 3 clusters Score -636958.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -636978.125000 Penalty: 2773.630371
	Iteration 18Q: 3 clusters Score -636978.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -636996.875000 Penalty: 2773.630371
	Iteration 19Q: 3 clusters Score -636996.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -637010.125000 Penalty: 2773.630371
	Iteration 20F: 3 clusters Score -637010.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -637021.375000 Penalty: 2773.630371
	Iteration 21Q: 3 clusters Score -637021.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -637028.187500 Penalty: 2773.630371
	Iteration 22Q: 3 clusters Score -637028.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -637037.312500 Penalty: 2773.630371
	Iteration 23Q: 3 clusters Score -637037.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -637047.750000 Penalty: 2773.630371
	Iteration 24Q: 3 clusters Score -637047.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -637056.062500 Penalty: 2773.630371
	Iteration 25Q: 3 clusters Score -637056.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -637061.750000 Penalty: 2773.630371
	Iteration 26Q: 3 clusters Score -637061.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -637064.750000 Penalty: 2773.630371
	Iteration 27Q: 3 clusters Score -637064.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -637065.875000 Penalty: 2773.630371
	Iteration 28Q: 3 clusters Score -637065.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -637068.812500 Penalty: 2773.630371
	Iteration 29Q: 3 clusters Score -637068.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -637071.875000 Penalty: 2773.630371
	Iteration 30Q: 3 clusters Score -637071.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -637073.562500 Penalty: 2773.630371
	Iteration 31Q: 3 clusters Score -637073.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -637074.750000 Penalty: 2773.630371
	Iteration 32Q: 3 clusters Score -637074.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -637075.062500 Penalty: 2773.630371
	Iteration 33Q: 3 clusters Score -637075.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -637074.375000 Penalty: 2773.630371
	Iteration 34Q: 3 clusters Score -637074.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -637075.000000 Penalty: 2773.630371
	Iteration 35Q: 3 clusters Score -637075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -637074.812500 Penalty: 2773.630371
	Iteration 36Q: 3 clusters Score -637074.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -637076.375000 Penalty: 2773.630371
	Iteration 37Q: 3 clusters Score -637076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -637076.375000 Penalty: 2773.630371
	Iteration 38F: 3 clusters Score -637076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 15216 members 
Mstep: Class 5 contains 29905 members 
Mstep: Class 6 contains 74836 members 
Mstep: Class 9 contains 52586 members 
Mstep: Class 10 contains 75292 members 
Mstep: Class 11 contains 81979 members 
Mstep: Class 12 contains 69528 members 
Mstep: Class 13 contains 78386 members 
Mstep: Class 14 contains 41575 members 
Mstep: Class 16 contains 40645 members 
Mstep: Class 17 contains 51325 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561296.000000 Penalty: 30347.412109
Iteration 199Q: 15 clusters Score -7.55613e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 15190 members 
Mstep: Class 5 contains 29957 members 
Mstep: Class 6 contains 74838 members 
Mstep: Class 9 contains 52623 members 
Mstep: Class 10 contains 75265 members 
Mstep: Class 11 contains 81975 members 
Mstep: Class 12 contains 69534 members 
Mstep: Class 13 contains 78361 members 
Mstep: Class 14 contains 41580 members 
Mstep: Class 16 contains 40629 members 
Mstep: Class 17 contains 51303 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561360.000000 Penalty: 30347.412109
Iteration 200F: 15 clusters Score -7.556136e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 15155 members 
Mstep: Class 5 contains 30007 members 
Mstep: Class 6 contains 74850 members 
Mstep: Class 9 contains 52649 members 
Mstep: Class 10 contains 75270 members 
Mstep: Class 11 contains 81967 members 
Mstep: Class 12 contains 69531 members 
Mstep: Class 13 contains 78341 members 
Mstep: Class 14 contains 41583 members 
Mstep: Class 16 contains 40617 members 
Mstep: Class 17 contains 51269 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561272.000000 Penalty: 30347.412109
Iteration 201Q: 15 clusters Score -7.556127e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 15134 members 
Mstep: Class 5 contains 30049 members 
Mstep: Class 6 contains 74855 members 
Mstep: Class 9 contains 52677 members 
Mstep: Class 10 contains 75271 members 
Mstep: Class 11 contains 81944 members 
Mstep: Class 12 contains 69527 members 
Mstep: Class 13 contains 78326 members 
Mstep: Class 14 contains 41584 members 
Mstep: Class 16 contains 40608 members 
Mstep: Class 17 contains 51242 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561360.000000 Penalty: 30347.412109
Iteration 202Q: 15 clusters Score -7.556136e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 15109 members 
Mstep: Class 5 contains 30086 members 
Mstep: Class 6 contains 74854 members 
Mstep: Class 9 contains 52691 members 
Mstep: Class 10 contains 75286 members 
Mstep: Class 11 contains 81933 members 
Mstep: Class 12 contains 69534 members 
Mstep: Class 13 contains 78312 members 
Mstep: Class 14 contains 41582 members 
Mstep: Class 16 contains 40597 members 
Mstep: Class 17 contains 51216 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561368.000000 Penalty: 30347.412109
Iteration 203Q: 15 clusters Score -7.556137e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 15088 members 
Mstep: Class 5 contains 30118 members 
Mstep: Class 6 contains 74857 members 
Mstep: Class 9 contains 52699 members 
Mstep: Class 10 contains 75301 members 
Mstep: Class 11 contains 81928 members 
Mstep: Class 12 contains 69527 members 
Mstep: Class 13 contains 78305 members 
Mstep: Class 14 contains 41576 members 
Mstep: Class 16 contains 40585 members 
Mstep: Class 17 contains 51202 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561256.000000 Penalty: 30347.412109
Iteration 204Q: 15 clusters Score -7.556126e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 15059 members 
Mstep: Class 5 contains 30151 members 
Mstep: Class 6 contains 74857 members 
Mstep: Class 9 contains 52709 members 
Mstep: Class 10 contains 75317 members 
Mstep: Class 11 contains 81940 members 
Mstep: Class 12 contains 69527 members 
Mstep: Class 13 contains 78271 members 
Mstep: Class 14 contains 41573 members 
Mstep: Class 16 contains 40581 members 
Mstep: Class 17 contains 51175 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561240.000000 Penalty: 30347.412109
Iteration 205Q: 15 clusters Score -7.556124e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 15029 members 
Mstep: Class 5 contains 30166 members 
Mstep: Class 6 contains 74862 members 
Mstep: Class 9 contains 52714 members 
Mstep: Class 10 contains 75326 members 
Mstep: Class 11 contains 81959 members 
Mstep: Class 12 contains 69514 members 
Mstep: Class 13 contains 78263 members 
Mstep: Class 14 contains 41572 members 
Mstep: Class 16 contains 40582 members 
Mstep: Class 17 contains 51150 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561232.000000 Penalty: 30347.412109
Iteration 206Q: 15 clusters Score -7.556123e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 15007 members 
Mstep: Class 5 contains 30191 members 
Mstep: Class 6 contains 74857 members 
Mstep: Class 9 contains 52727 members 
Mstep: Class 10 contains 75326 members 
Mstep: Class 11 contains 81950 members 
Mstep: Class 12 contains 69504 members 
Mstep: Class 13 contains 78262 members 
Mstep: Class 14 contains 41577 members 
Mstep: Class 16 contains 40589 members 
Mstep: Class 17 contains 51115 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561240.000000 Penalty: 30347.412109
Iteration 207Q: 15 clusters Score -7.556124e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 14985 members 
Mstep: Class 5 contains 30227 members 
Mstep: Class 6 contains 74848 members 
Mstep: Class 9 contains 52717 members 
Mstep: Class 10 contains 75327 members 
Mstep: Class 11 contains 81943 members 
Mstep: Class 12 contains 69487 members 
Mstep: Class 13 contains 78265 members 
Mstep: Class 14 contains 41585 members 
Mstep: Class 16 contains 40592 members 
Mstep: Class 17 contains 51098 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561440.000000 Penalty: 30347.412109
Iteration 208Q: 15 clusters Score -7.556144e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 14966 members 
Mstep: Class 5 contains 30263 members 
Mstep: Class 6 contains 74839 members 
Mstep: Class 9 contains 52708 members 
Mstep: Class 10 contains 75329 members 
Mstep: Class 11 contains 81940 members 
Mstep: Class 12 contains 69473 members 
Mstep: Class 13 contains 78264 members 
Mstep: Class 14 contains 41586 members 
Mstep: Class 16 contains 40595 members 
Mstep: Class 17 contains 51085 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561376.000000 Penalty: 30347.412109
Iteration 209Q: 15 clusters Score -7.556138e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 14952 members 
Mstep: Class 5 contains 30299 members 
Mstep: Class 6 contains 74835 members 
Mstep: Class 9 contains 52695 members 
Mstep: Class 10 contains 75317 members 
Mstep: Class 11 contains 81951 members 
Mstep: Class 12 contains 69472 members 
Mstep: Class 13 contains 78264 members 
Mstep: Class 14 contains 41584 members 
Mstep: Class 16 contains 40595 members 
Mstep: Class 17 contains 51064 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561248.000000 Penalty: 30347.412109
Iteration 210Q: 15 clusters Score -7.556125e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 14924 members 
Mstep: Class 5 contains 30343 members 
Mstep: Class 6 contains 74834 members 
Mstep: Class 9 contains 52668 members 
Mstep: Class 10 contains 75331 members 
Mstep: Class 11 contains 81952 members 
Mstep: Class 12 contains 69466 members 
Mstep: Class 13 contains 78275 members 
Mstep: Class 14 contains 41581 members 
Mstep: Class 16 contains 40598 members 
Mstep: Class 17 contains 51039 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561240.000000 Penalty: 30347.412109
Iteration 211Q: 15 clusters Score -7.556124e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 14898 members 
Mstep: Class 5 contains 30380 members 
Mstep: Class 6 contains 74837 members 
Mstep: Class 9 contains 52635 members 
Mstep: Class 10 contains 75326 members 
Mstep: Class 11 contains 81966 members 
Mstep: Class 12 contains 69468 members 
Mstep: Class 13 contains 78286 members 
Mstep: Class 14 contains 41579 members 
Mstep: Class 16 contains 40597 members 
Mstep: Class 17 contains 51015 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561328.000000 Penalty: 30347.412109
Iteration 212Q: 15 clusters Score -7.556133e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 14863 members 
Mstep: Class 5 contains 30413 members 
Mstep: Class 6 contains 74832 members 
Mstep: Class 9 contains 52603 members 
Mstep: Class 10 contains 75335 members 
Mstep: Class 11 contains 81991 members 
Mstep: Class 12 contains 69468 members 
Mstep: Class 13 contains 78292 members 
Mstep: Class 14 contains 41581 members 
Mstep: Class 16 contains 40596 members 
Mstep: Class 17 contains 51002 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561480.000000 Penalty: 30347.412109
Iteration 213Q: 15 clusters Score -7.556148e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 14827 members 
Mstep: Class 5 contains 30440 members 
Mstep: Class 6 contains 74836 members 
Mstep: Class 9 contains 52567 members 
Mstep: Class 10 contains 75342 members 
Mstep: Class 11 contains 82019 members 
Mstep: Class 12 contains 69470 members 
Mstep: Class 13 contains 78297 members 
Mstep: Class 14 contains 41575 members 
Mstep: Class 16 contains 40601 members 
Mstep: Class 17 contains 50995 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561488.000000 Penalty: 30347.412109
Iteration 214Q: 15 clusters Score -7.556149e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 14787 members 
Mstep: Class 5 contains 30481 members 
Mstep: Class 6 contains 74843 members 
Mstep: Class 9 contains 52539 members 
Mstep: Class 10 contains 75355 members 
Mstep: Class 11 contains 82027 members 
Mstep: Class 12 contains 69471 members 
Mstep: Class 13 contains 78296 members 
Mstep: Class 14 contains 41573 members 
Mstep: Class 16 contains 40600 members 
Mstep: Class 17 contains 50984 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561512.000000 Penalty: 30347.412109
Iteration 215Q: 15 clusters Score -7.556151e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 14730 members 
Mstep: Class 5 contains 30515 members 
Mstep: Class 6 contains 74841 members 
Mstep: Class 9 contains 52505 members 
Mstep: Class 10 contains 75387 members 
Mstep: Class 11 contains 82042 members 
Mstep: Class 12 contains 69477 members 
Mstep: Class 13 contains 78307 members 
Mstep: Class 14 contains 41565 members 
Mstep: Class 16 contains 40603 members 
Mstep: Class 17 contains 50971 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561560.000000 Penalty: 30347.412109
Iteration 216Q: 15 clusters Score -7.556156e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 14687 members 
Mstep: Class 5 contains 30539 members 
Mstep: Class 6 contains 74841 members 
Mstep: Class 9 contains 52473 members 
Mstep: Class 10 contains 75399 members 
Mstep: Class 11 contains 82055 members 
Mstep: Class 12 contains 69479 members 
Mstep: Class 13 contains 78317 members 
Mstep: Class 14 contains 41566 members 
Mstep: Class 16 contains 40609 members 
Mstep: Class 17 contains 50960 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561576.000000 Penalty: 30347.412109
Iteration 217Q: 15 clusters Score -7.556158e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 14637 members 
Mstep: Class 5 contains 30563 members 
Mstep: Class 6 contains 74845 members 
Mstep: Class 9 contains 52444 members 
Mstep: Class 10 contains 75422 members 
Mstep: Class 11 contains 82079 members 
Mstep: Class 12 contains 69487 members 
Mstep: Class 13 contains 78327 members 
Mstep: Class 14 contains 41557 members 
Mstep: Class 16 contains 40612 members 
Mstep: Class 17 contains 50941 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561688.000000 Penalty: 30347.412109
Iteration 218Q: 15 clusters Score -7.556169e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 14591 members 
Mstep: Class 5 contains 30585 members 
Mstep: Class 6 contains 74848 members 
Mstep: Class 9 contains 52431 members 
Mstep: Class 10 contains 75428 members 
Mstep: Class 11 contains 82101 members 
Mstep: Class 12 contains 69487 members 
Mstep: Class 13 contains 78347 members 
Mstep: Class 14 contains 41552 members 
Mstep: Class 16 contains 40615 members 
Mstep: Class 17 contains 50914 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561736.000000 Penalty: 30347.412109
Iteration 219Q: 15 clusters Score -7.556174e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 14534 members 
Mstep: Class 5 contains 30624 members 
Mstep: Class 6 contains 74863 members 
Mstep: Class 9 contains 52388 members 
Mstep: Class 10 contains 75435 members 
Mstep: Class 11 contains 82115 members 
Mstep: Class 12 contains 69493 members 
Mstep: Class 13 contains 78372 members 
Mstep: Class 14 contains 41554 members 
Mstep: Class 16 contains 40617 members 
Mstep: Class 17 contains 50893 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561688.000000 Penalty: 30347.412109
Iteration 220F: 15 clusters Score -7.556169e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 14468 members 
Mstep: Class 5 contains 30654 members 
Mstep: Class 6 contains 74887 members 
Mstep: Class 9 contains 52339 members 
Mstep: Class 10 contains 75439 members 
Mstep: Class 11 contains 82141 members 
Mstep: Class 12 contains 69501 members 
Mstep: Class 13 contains 78400 members 
Mstep: Class 14 contains 41555 members 
Mstep: Class 16 contains 40616 members 
Mstep: Class 17 contains 50872 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561688.000000 Penalty: 30347.412109
Iteration 221Q: 15 clusters Score -7.556169e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 14421 members 
Mstep: Class 5 contains 30684 members 
Mstep: Class 6 contains 74916 members 
Mstep: Class 9 contains 52325 members 
Mstep: Class 10 contains 75408 members 
Mstep: Class 11 contains 82141 members 
Mstep: Class 12 contains 69507 members 
Mstep: Class 13 contains 78424 members 
Mstep: Class 14 contains 41556 members 
Mstep: Class 16 contains 40611 members 
Mstep: Class 17 contains 50861 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561856.000000 Penalty: 30347.412109
Iteration 222Q: 15 clusters Score -7.556186e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 14372 members 
Mstep: Class 5 contains 30724 members 
Mstep: Class 6 contains 74925 members 
Mstep: Class 9 contains 52304 members 
Mstep: Class 10 contains 75383 members 
Mstep: Class 11 contains 82143 members 
Mstep: Class 12 contains 69514 members 
Mstep: Class 13 contains 78462 members 
Mstep: Class 14 contains 41559 members 
Mstep: Class 16 contains 40611 members 
Mstep: Class 17 contains 50847 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561848.000000 Penalty: 30347.412109
Iteration 223Q: 15 clusters Score -7.556185e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 14326 members 
Mstep: Class 5 contains 30755 members 
Mstep: Class 6 contains 74932 members 
Mstep: Class 9 contains 52310 members 
Mstep: Class 10 contains 75351 members 
Mstep: Class 11 contains 82135 members 
Mstep: Class 12 contains 69512 members 
Mstep: Class 13 contains 78491 members 
Mstep: Class 14 contains 41557 members 
Mstep: Class 16 contains 40620 members 
Mstep: Class 17 contains 50843 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561912.000000 Penalty: 30347.412109
Iteration 224Q: 15 clusters Score -7.556191e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 14266 members 
Mstep: Class 5 contains 30786 members 
Mstep: Class 6 contains 74939 members 
Mstep: Class 9 contains 52302 members 
Mstep: Class 10 contains 75345 members 
Mstep: Class 11 contains 82147 members 
Mstep: Class 12 contains 69504 members 
Mstep: Class 13 contains 78520 members 
Mstep: Class 14 contains 41544 members 
Mstep: Class 16 contains 40631 members 
Mstep: Class 17 contains 50832 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561872.000000 Penalty: 30347.412109
Iteration 225Q: 15 clusters Score -7.556187e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 14207 members 
Mstep: Class 5 contains 30818 members 
Mstep: Class 6 contains 74946 members 
Mstep: Class 9 contains 52323 members 
Mstep: Class 10 contains 75347 members 
Mstep: Class 11 contains 82146 members 
Mstep: Class 12 contains 69496 members 
Mstep: Class 13 contains 78524 members 
Mstep: Class 14 contains 41537 members 
Mstep: Class 16 contains 40636 members 
Mstep: Class 17 contains 50810 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561904.000000 Penalty: 30347.412109
Iteration 226Q: 15 clusters Score -7.55619e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 14150 members 
Mstep: Class 5 contains 30852 members 
Mstep: Class 6 contains 74942 members 
Mstep: Class 9 contains 52327 members 
Mstep: Class 10 contains 75335 members 
Mstep: Class 11 contains 82150 members 
Mstep: Class 12 contains 69494 members 
Mstep: Class 13 contains 78543 members 
Mstep: Class 14 contains 41536 members 
Mstep: Class 16 contains 40632 members 
Mstep: Class 17 contains 50799 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561960.000000 Penalty: 30347.412109
Iteration 227Q: 15 clusters Score -7.556196e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 5 contains 30875 members 
Mstep: Class 6 contains 74937 members 
Mstep: Class 9 contains 52342 members 
Mstep: Class 10 contains 75345 members 
Mstep: Class 11 contains 82130 members 
Mstep: Class 12 contains 69492 members 
Mstep: Class 13 contains 78566 members 
Mstep: Class 14 contains 41544 members 
Mstep: Class 16 contains 40636 members 
Mstep: Class 17 contains 50772 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75562016.000000 Penalty: 30347.412109
Iteration 228Q: 15 clusters Score -7.556202e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 14042 members 
Mstep: Class 5 contains 30896 members 
Mstep: Class 6 contains 74938 members 
Mstep: Class 9 contains 52360 members 
Mstep: Class 10 contains 75363 members 
Mstep: Class 11 contains 82094 members 
Mstep: Class 12 contains 69496 members 
Mstep: Class 13 contains 78589 members 
Mstep: Class 14 contains 41550 members 
Mstep: Class 16 contains 40629 members 
Mstep: Class 17 contains 50753 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75562152.000000 Penalty: 30347.412109
Iteration 229Q: 15 clusters Score -7.556215e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 14002 members 
Mstep: Class 5 contains 30928 members 
Mstep: Class 6 contains 74934 members 
Mstep: Class 9 contains 52362 members 
Mstep: Class 10 contains 75359 members 
Mstep: Class 11 contains 82071 members 
Mstep: Class 12 contains 69510 members 
Mstep: Class 13 contains 78615 members 
Mstep: Class 14 contains 41557 members 
Mstep: Class 16 contains 40632 members 
Mstep: Class 17 contains 50727 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75562144.000000 Penalty: 30347.412109
Iteration 230Q: 15 clusters Score -7.556214e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 13950 members 
Mstep: Class 5 contains 30953 members 
Mstep: Class 6 contains 74939 members 
Mstep: Class 9 contains 52370 members 
Mstep: Class 10 contains 75354 members 
Mstep: Class 11 contains 82040 members 
Mstep: Class 12 contains 69516 members 
Mstep: Class 13 contains 78649 members 
Mstep: Class 14 contains 41562 members 
Mstep: Class 16 contains 40636 members 
Mstep: Class 17 contains 50715 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75562128.000000 Penalty: 30347.412109
Iteration 231Q: 15 clusters Score -7.556213e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 13897 members 
Mstep: Class 5 contains 30973 members 
Mstep: Class 6 contains 74950 members 
Mstep: Class 9 contains 52398 members 
Mstep: Class 10 contains 75346 members 
Mstep: Class 11 contains 82019 members 
Mstep: Class 12 contains 69511 members 
Mstep: Class 13 contains 78667 members 
Mstep: Class 14 contains 41570 members 
Mstep: Class 16 contains 40634 members 
Mstep: Class 17 contains 50707 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75562160.000000 Penalty: 30347.412109
Iteration 232Q: 15 clusters Score -7.556216e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 13839 members 
Mstep: Class 5 contains 30993 members 
Mstep: Class 6 contains 74958 members 
Mstep: Class 9 contains 52407 members 
Mstep: Class 10 contains 75334 members 
Mstep: Class 11 contains 82019 members 
Mstep: Class 12 contains 69517 members 
Mstep: Class 13 contains 78687 members 
Mstep: Class 14 contains 41570 members 
Mstep: Class 16 contains 40635 members 
Mstep: Class 17 contains 50692 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75562160.000000 Penalty: 30347.412109
Iteration 233Q: 15 clusters Score -7.556216e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 13789 members 
Mstep: Class 5 contains 31013 members 
Mstep: Class 6 contains 74954 members 
Mstep: Class 9 contains 52408 members 
Mstep: Class 10 contains 75323 members 
Mstep: Class 11 contains 82032 members 
Mstep: Class 12 contains 69512 members 
Mstep: Class 13 contains 78697 members 
Mstep: Class 14 contains 41577 members 
Mstep: Class 16 contains 40638 members 
Mstep: Class 17 contains 50688 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75562248.000000 Penalty: 30347.412109
Iteration 234Q: 15 clusters Score -7.556225e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 13742 members 
Mstep: Class 5 contains 31037 members 
Mstep: Class 6 contains 74953 members 
Mstep: Class 9 contains 52432 members 
Mstep: Class 10 contains 75309 members 
Mstep: Class 11 contains 82034 members 
Mstep: Class 12 contains 69507 members 
Mstep: Class 13 contains 78711 members 
Mstep: Class 14 contains 41575 members 
Mstep: Class 16 contains 40640 members 
Mstep: Class 17 contains 50672 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75562192.000000 Penalty: 30347.412109
Iteration 235Q: 15 clusters Score -7.556219e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 13703 members 
Mstep: Class 5 contains 31056 members 
Mstep: Class 6 contains 74948 members 
Mstep: Class 9 contains 52461 members 
Mstep: Class 10 contains 75304 members 
Mstep: Class 11 contains 82037 members 
Mstep: Class 12 contains 69494 members 
Mstep: Class 13 contains 78734 members 
Mstep: Class 14 contains 41573 members 
Mstep: Class 16 contains 40639 members 
Mstep: Class 17 contains 50656 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75562264.000000 Penalty: 30347.412109
Iteration 236Q: 15 clusters Score -7.556226e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 13669 members 
Mstep: Class 5 contains 31080 members 
Mstep: Class 6 contains 74941 members 
Mstep: Class 9 contains 52478 members 
Mstep: Class 10 contains 75285 members 
Mstep: Class 11 contains 82044 members 
Mstep: Class 12 contains 69488 members 
Mstep: Class 13 contains 78753 members 
Mstep: Class 14 contains 41573 members 
Mstep: Class 16 contains 40642 members 
Mstep: Class 17 contains 50638 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75562304.000000 Penalty: 30347.412109
Iteration 237Q: 15 clusters Score -7.55623e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 13627 members 
Mstep: Class 5 contains 31110 members 
Mstep: Class 6 contains 74931 members 
Mstep: Class 9 contains 52510 members 
Mstep: Class 10 contains 75262 members 
Mstep: Class 11 contains 82070 members 
Mstep: Class 12 contains 69481 members 
Mstep: Class 13 contains 78766 members 
Mstep: Class 14 contains 41572 members 
Mstep: Class 16 contains 40638 members 
Mstep: Class 17 contains 50612 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75562304.000000 Penalty: 30347.412109
Iteration 238Q: 15 clusters Score -7.55623e+07 nChanged 328
Entering ConstructFrom: 
Score: -75562304.000000 Penalty: 30347.412109
Entering ConstructFrom: 
Trying to split cluster 1 (4458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Entering Unmasked Estep 
Score: -517239.312500 Penalty: 1365.399048
	Iteration 0F: 2 clusters Score -517239.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -513770.812500 Penalty: 2730.798096
	Iteration 0F: 3 clusters Score -513770.8 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -514781.125000 Penalty: 2730.798096
	Iteration 1F: 3 clusters Score -514781.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -515037.218750 Penalty: 2730.798096
	Iteration 2F: 3 clusters Score -515037.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -515248.437500 Penalty: 2730.798096
	Iteration 3F: 3 clusters Score -515248.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -515392.250000 Penalty: 2730.798096
	Iteration 4F: 3 clusters Score -515392.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -515537.875000 Penalty: 2730.798096
	Iteration 5Q: 3 clusters Score -515537.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -515662.781250 Penalty: 2730.798096
	Iteration 6Q: 3 clusters Score -515662.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -515815.125000 Penalty: 2730.798096
	Iteration 7Q: 3 clusters Score -515815.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -516000.125000 Penalty: 2730.798096
	Iteration 8F: 3 clusters Score -516000.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -516191.468750 Penalty: 2730.798096
	Iteration 9F: 3 clusters Score -516191.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -516366.500000 Penalty: 2730.798096
	Iteration 10Q: 3 clusters Score -516366.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -516553.250000 Penalty: 2730.798096
	Iteration 11Q: 3 clusters Score -516553.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -516713.843750 Penalty: 2730.798096
	Iteration 12Q: 3 clusters Score -516713.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -516839.062500 Penalty: 2730.798096
	Iteration 13Q: 3 clusters Score -516839.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -516943.125000 Penalty: 2730.798096
	Iteration 14Q: 3 clusters Score -516943.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -517011.812500 Penalty: 2730.798096
	Iteration 15Q: 3 clusters Score -517011.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -517064.468750 Penalty: 2730.798096
	Iteration 16Q: 3 clusters Score -517064.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -517106.843750 Penalty: 2730.798096
	Iteration 17Q: 3 clusters Score -517106.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -517129.468750 Penalty: 2730.798096
	Iteration 18Q: 3 clusters Score -517129.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -517144.062500 Penalty: 2730.798096
	Iteration 19Q: 3 clusters Score -517144.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -517318.250000 Penalty: 2730.798096
	Iteration 20F: 3 clusters Score -517318.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -517517.781250 Penalty: 2730.798096
	Iteration 21Q: 3 clusters Score -517517.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -517552.406250 Penalty: 2730.798096
	Iteration 22Q: 3 clusters Score -517552.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -517565.062500 Penalty: 2730.798096
	Iteration 23Q: 3 clusters Score -517565.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -517573.562500 Penalty: 2730.798096
	Iteration 24Q: 3 clusters Score -517573.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -517580.531250 Penalty: 2730.798096
	Iteration 25Q: 3 clusters Score -517580.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -517587.437500 Penalty: 2730.798096
	Iteration 26Q: 3 clusters Score -517587.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -517594.593750 Penalty: 2730.798096
	Iteration 27Q: 3 clusters Score -517594.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -517597.312500 Penalty: 2730.798096
	Iteration 28Q: 3 clusters Score -517597.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -517603.687500 Penalty: 2730.798096
	Iteration 29Q: 3 clusters Score -517603.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -517607.562500 Penalty: 2730.798096
	Iteration 30Q: 3 clusters Score -517607.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -517609.562500 Penalty: 2730.798096
	Iteration 31Q: 3 clusters Score -517609.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -517612.187500 Penalty: 2730.798096
	Iteration 32Q: 3 clusters Score -517612.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -517615.781250 Penalty: 2730.798096
	Iteration 33Q: 3 clusters Score -517615.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -517621.312500 Penalty: 2730.798096
	Iteration 34Q: 3 clusters Score -517621.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -517626.187500 Penalty: 2730.798096
	Iteration 35Q: 3 clusters Score -517626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -517628.593750 Penalty: 2730.798096
	Iteration 36Q: 3 clusters Score -517628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -517630.000000 Penalty: 2730.798096
	Iteration 37Q: 3 clusters Score -517630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -517632.437500 Penalty: 2730.798096
	Iteration 38Q: 3 clusters Score -517632.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -517635.437500 Penalty: 2730.798096
	Iteration 39Q: 3 clusters Score -517635.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -517637.281250 Penalty: 2730.798096
	Iteration 40F: 3 clusters Score -517637.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -517637.281250 Penalty: 2730.798096
	Iteration 41Q: 3 clusters Score -517637.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -517638.312500 Penalty: 2730.798096
	Iteration 42Q: 3 clusters Score -517638.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -517638.437500 Penalty: 2730.798096
	Iteration 43Q: 3 clusters Score -517638.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -517638.437500 Penalty: 2730.798096
	Iteration 44F: 3 clusters Score -517638.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13587 members 
Mstep: Class 3 contains 4158 members 
Mstep: Class 5 contains 31128 members 
Mstep: Class 6 contains 74929 members 
Mstep: Class 9 contains 52518 members 
Mstep: Class 10 contains 75240 members 
Mstep: Class 11 contains 82091 members 
Mstep: Class 12 contains 69485 members 
Mstep: Class 13 contains 78781 members 
Mstep: Class 14 contains 41581 members 
Mstep: Class 16 contains 40629 members 
Mstep: Class 17 contains 50596 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5547 members 
Entering Unmasked Estep 
Score: -75561816.000000 Penalty: 32515.083984
Splitting cluster 1 changes total score from -75562304.000000 to -75561816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Entering Unmasked Estep 
Score: -1688117.500000 Penalty: 1546.491089
	Iteration 0F: 2 clusters Score -1688118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1678614.250000 Penalty: 3092.982178
	Iteration 0F: 3 clusters Score -1678614 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1681827.125000 Penalty: 3092.982178
	Iteration 1F: 3 clusters Score -1681827 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1682101.625000 Penalty: 3092.982178
	Iteration 2F: 3 clusters Score -1682102 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1682308.250000 Penalty: 3092.982178
	Iteration 3Q: 3 clusters Score -1682308 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1682464.875000 Penalty: 3092.982178
	Iteration 4Q: 3 clusters Score -1682465 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1682613.875000 Penalty: 3092.982178
	Iteration 5Q: 3 clusters Score -1682614 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1682753.375000 Penalty: 3092.982178
	Iteration 6Q: 3 clusters Score -1682753 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1682856.625000 Penalty: 3092.982178
	Iteration 7Q: 3 clusters Score -1682857 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1682998.500000 Penalty: 3092.982178
	Iteration 8Q: 3 clusters Score -1682998 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1683157.125000 Penalty: 3092.982178
	Iteration 9Q: 3 clusters Score -1683157 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1683344.750000 Penalty: 3092.982178
	Iteration 10Q: 3 clusters Score -1683345 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1683576.375000 Penalty: 3092.982178
	Iteration 11Q: 3 clusters Score -1683576 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1683869.125000 Penalty: 3092.982178
	Iteration 12Q: 3 clusters Score -1683869 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1684235.625000 Penalty: 3092.982178
	Iteration 13Q: 3 clusters Score -1684236 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1684660.250000 Penalty: 3092.982178
	Iteration 14Q: 3 clusters Score -1684660 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1685046.250000 Penalty: 3092.982178
	Iteration 15Q: 3 clusters Score -1685046 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1685390.000000 Penalty: 3092.982178
	Iteration 16Q: 3 clusters Score -1685390 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1685671.500000 Penalty: 3092.982178
	Iteration 17Q: 3 clusters Score -1685672 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1685880.500000 Penalty: 3092.982178
	Iteration 18Q: 3 clusters Score -1685880 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1686057.875000 Penalty: 3092.982178
	Iteration 19Q: 3 clusters Score -1686058 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1686238.500000 Penalty: 3092.982178
	Iteration 20F: 3 clusters Score -1686238 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1686375.000000 Penalty: 3092.982178
	Iteration 21Q: 3 clusters Score -1686375 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1686481.000000 Penalty: 3092.982178
	Iteration 22Q: 3 clusters Score -1686481 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1686571.750000 Penalty: 3092.982178
	Iteration 23Q: 3 clusters Score -1686572 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1686624.500000 Penalty: 3092.982178
	Iteration 24Q: 3 clusters Score -1686624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1686656.000000 Penalty: 3092.982178
	Iteration 25Q: 3 clusters Score -1686656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1686680.375000 Penalty: 3092.982178
	Iteration 26Q: 3 clusters Score -1686680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1686707.250000 Penalty: 3092.982178
	Iteration 27Q: 3 clusters Score -1686707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1686720.250000 Penalty: 3092.982178
	Iteration 28Q: 3 clusters Score -1686720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1686735.500000 Penalty: 3092.982178
	Iteration 29Q: 3 clusters Score -1686736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1686739.750000 Penalty: 3092.982178
	Iteration 30Q: 3 clusters Score -1686740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1686746.250000 Penalty: 3092.982178
	Iteration 31Q: 3 clusters Score -1686746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1686751.750000 Penalty: 3092.982178
	Iteration 32Q: 3 clusters Score -1686752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1686752.750000 Penalty: 3092.982178
	Iteration 33Q: 3 clusters Score -1686753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1686752.750000 Penalty: 3092.982178
	Iteration 34F: 3 clusters Score -1686753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Entering Unmasked Estep 
Score: -3749547.750000 Penalty: 1681.202759
	Iteration 0F: 2 clusters Score -3749548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3728660.000000 Penalty: 3362.405518
	Iteration 0F: 3 clusters Score -3728660 nChanged 14263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3736305.500000 Penalty: 3362.405518
	Iteration 1F: 3 clusters Score -3736306 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -3736636.500000 Penalty: 3362.405518
	Iteration 2Q: 3 clusters Score -3736636 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -3737027.500000 Penalty: 3362.405518
	Iteration 3Q: 3 clusters Score -3737028 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -3737391.000000 Penalty: 3362.405518
	Iteration 4Q: 3 clusters Score -3737391 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3737816.000000 Penalty: 3362.405518
	Iteration 5Q: 3 clusters Score -3737816 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -3738297.000000 Penalty: 3362.405518
	Iteration 6Q: 3 clusters Score -3738297 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3738982.500000 Penalty: 3362.405518
	Iteration 7Q: 3 clusters Score -3738982 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -3739882.750000 Penalty: 3362.405518
	Iteration 8F: 3 clusters Score -3739883 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3740882.250000 Penalty: 3362.405518
	Iteration 9F: 3 clusters Score -3740882 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -3741814.750000 Penalty: 3362.405518
	Iteration 10F: 3 clusters Score -3741815 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -3742559.000000 Penalty: 3362.405518
	Iteration 11Q: 3 clusters Score -3742559 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -3742992.250000 Penalty: 3362.405518
	Iteration 12Q: 3 clusters Score -3742992 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -3743235.250000 Penalty: 3362.405518
	Iteration 13Q: 3 clusters Score -3743235 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3743407.750000 Penalty: 3362.405518
	Iteration 14Q: 3 clusters Score -3743408 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3743542.500000 Penalty: 3362.405518
	Iteration 15Q: 3 clusters Score -3743542 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -3743697.250000 Penalty: 3362.405518
	Iteration 16Q: 3 clusters Score -3743697 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3743866.750000 Penalty: 3362.405518
	Iteration 17Q: 3 clusters Score -3743867 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -3744067.750000 Penalty: 3362.405518
	Iteration 18Q: 3 clusters Score -3744068 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -3744276.500000 Penalty: 3362.405518
	Iteration 19Q: 3 clusters Score -3744276 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -3744546.750000 Penalty: 3362.405518
	Iteration 20F: 3 clusters Score -3744547 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3744843.500000 Penalty: 3362.405518
	Iteration 21Q: 3 clusters Score -3744844 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3745232.500000 Penalty: 3362.405518
	Iteration 22Q: 3 clusters Score -3745232 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -3745676.750000 Penalty: 3362.405518
	Iteration 23Q: 3 clusters Score -3745677 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -3746113.750000 Penalty: 3362.405518
	Iteration 24Q: 3 clusters Score -3746114 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3746570.000000 Penalty: 3362.405518
	Iteration 25Q: 3 clusters Score -3746570 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3746960.500000 Penalty: 3362.405518
	Iteration 26Q: 3 clusters Score -3746960 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3747253.750000 Penalty: 3362.405518
	Iteration 27Q: 3 clusters Score -3747254 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -3747441.500000 Penalty: 3362.405518
	Iteration 28Q: 3 clusters Score -3747442 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3747551.000000 Penalty: 3362.405518
	Iteration 29Q: 3 clusters Score -3747551 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -3747611.750000 Penalty: 3362.405518
	Iteration 30Q: 3 clusters Score -3747612 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -3747673.250000 Penalty: 3362.405518
	Iteration 31Q: 3 clusters Score -3747673 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3747725.250000 Penalty: 3362.405518
	Iteration 32Q: 3 clusters Score -3747725 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3747763.250000 Penalty: 3362.405518
	Iteration 33Q: 3 clusters Score -3747763 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3747809.000000 Penalty: 3362.405518
	Iteration 34Q: 3 clusters Score -3747809 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3747846.250000 Penalty: 3362.405518
	Iteration 35Q: 3 clusters Score -3747846 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -3747888.500000 Penalty: 3362.405518
	Iteration 36Q: 3 clusters Score -3747888 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3747915.250000 Penalty: 3362.405518
	Iteration 37Q: 3 clusters Score -3747915 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -3747937.250000 Penalty: 3362.405518
	Iteration 38Q: 3 clusters Score -3747937 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -3747957.500000 Penalty: 3362.405518
	Iteration 39Q: 3 clusters Score -3747958 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -3747986.750000 Penalty: 3362.405518
	Iteration 40F: 3 clusters Score -3747987 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3748008.750000 Penalty: 3362.405518
	Iteration 41Q: 3 clusters Score -3748009 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -3748015.250000 Penalty: 3362.405518
	Iteration 42Q: 3 clusters Score -3748015 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -3748034.000000 Penalty: 3362.405518
	Iteration 43Q: 3 clusters Score -3748034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -3748054.500000 Penalty: 3362.405518
	Iteration 44Q: 3 clusters Score -3748054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3748066.000000 Penalty: 3362.405518
	Iteration 45Q: 3 clusters Score -3748066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3748071.000000 Penalty: 3362.405518
	Iteration 46Q: 3 clusters Score -3748071 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -3748087.000000 Penalty: 3362.405518
	Iteration 47Q: 3 clusters Score -3748087 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -3748099.250000 Penalty: 3362.405518
	Iteration 48Q: 3 clusters Score -3748099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3748107.750000 Penalty: 3362.405518
	Iteration 49Q: 3 clusters Score -3748108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3748108.250000 Penalty: 3362.405518
	Iteration 50Q: 3 clusters Score -3748108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3748107.000000 Penalty: 3362.405518
	Iteration 51Q: 3 clusters Score -3748107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -3748120.750000 Penalty: 3362.405518
	Iteration 52Q: 3 clusters Score -3748121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -3748118.750000 Penalty: 3362.405518
	Iteration 53Q: 3 clusters Score -3748119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -3748120.000000 Penalty: 3362.405518
	Iteration 54Q: 3 clusters Score -3748120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -3748133.000000 Penalty: 3362.405518
	Iteration 55Q: 3 clusters Score -3748133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -3748138.500000 Penalty: 3362.405518
	Iteration 56Q: 3 clusters Score -3748138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -3748135.500000 Penalty: 3362.405518
	Iteration 57Q: 3 clusters Score -3748136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -3748133.500000 Penalty: 3362.405518
	Iteration 58Q: 3 clusters Score -3748134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -3748143.000000 Penalty: 3362.405518
	Iteration 59Q: 3 clusters Score -3748143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -3748152.000000 Penalty: 3362.405518
	Iteration 60F: 3 clusters Score -3748152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -3748157.750000 Penalty: 3362.405518
	Iteration 61Q: 3 clusters Score -3748158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -3748153.000000 Penalty: 3362.405518
	Iteration 62Q: 3 clusters Score -3748153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -3748147.750000 Penalty: 3362.405518
	Iteration 63Q: 3 clusters Score -3748148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -3748153.750000 Penalty: 3362.405518
	Iteration 64Q: 3 clusters Score -3748154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -3748155.250000 Penalty: 3362.405518
	Iteration 65Q: 3 clusters Score -3748155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3748156.000000 Penalty: 3362.405518
	Iteration 66Q: 3 clusters Score -3748156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -3748156.000000 Penalty: 3362.405518
	Iteration 67Q: 3 clusters Score -3748156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -3748154.500000 Penalty: 3362.405518
	Iteration 68Q: 3 clusters Score -3748154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -3748158.500000 Penalty: 3362.405518
	Iteration 69Q: 3 clusters Score -3748158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3748158.250000 Penalty: 3362.405518
	Iteration 70Q: 3 clusters Score -3748158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -3748159.750000 Penalty: 3362.405518
	Iteration 71Q: 3 clusters Score -3748160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -3748166.250000 Penalty: 3362.405518
	Iteration 72Q: 3 clusters Score -3748166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -3748165.750000 Penalty: 3362.405518
	Iteration 73Q: 3 clusters Score -3748166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -3748169.000000 Penalty: 3362.405518
	Iteration 74Q: 3 clusters Score -3748169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3748163.750000 Penalty: 3362.405518
	Iteration 75Q: 3 clusters Score -3748164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -3748161.500000 Penalty: 3362.405518
	Iteration 76Q: 3 clusters Score -3748162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3748162.750000 Penalty: 3362.405518
	Iteration 77Q: 3 clusters Score -3748163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -3748164.000000 Penalty: 3362.405518
	Iteration 78Q: 3 clusters Score -3748164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -3748165.500000 Penalty: 3362.405518
	Iteration 79Q: 3 clusters Score -3748166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -3748166.250000 Penalty: 3362.405518
	Iteration 80F: 3 clusters Score -3748166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -3748166.000000 Penalty: 3362.405518
	Iteration 81Q: 3 clusters Score -3748166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -3748171.000000 Penalty: 3362.405518
	Iteration 82Q: 3 clusters Score -3748171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -3748171.250000 Penalty: 3362.405518
	Iteration 83Q: 3 clusters Score -3748171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3748171.000000 Penalty: 3362.405518
	Iteration 84Q: 3 clusters Score -3748171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -3748175.500000 Penalty: 3362.405518
	Iteration 85Q: 3 clusters Score -3748176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -3748177.500000 Penalty: 3362.405518
	Iteration 86Q: 3 clusters Score -3748178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -3748179.000000 Penalty: 3362.405518
	Iteration 87Q: 3 clusters Score -3748179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -3748179.000000 Penalty: 3362.405518
	Iteration 88F: 3 clusters Score -3748179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (74929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Entering Unmasked Estep 
Score: -9317964.000000 Penalty: 1823.948242
	Iteration 0F: 2 clusters Score -9317964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -9269292.000000 Penalty: 3647.896484
	Iteration 0F: 3 clusters Score -9269292 nChanged 35520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -9289833.000000 Penalty: 3647.896484
	Iteration 1F: 3 clusters Score -9289833 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -9291058.000000 Penalty: 3647.896484
	Iteration 2Q: 3 clusters Score -9291058 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -9293049.000000 Penalty: 3647.896484
	Iteration 3F: 3 clusters Score -9293049 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -9296285.000000 Penalty: 3647.896484
	Iteration 4F: 3 clusters Score -9296285 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -9301389.000000 Penalty: 3647.896484
	Iteration 5F: 3 clusters Score -9301389 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -9307671.000000 Penalty: 3647.896484
	Iteration 6F: 3 clusters Score -9307671 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -9312828.000000 Penalty: 3647.896484
	Iteration 7F: 3 clusters Score -9312828 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73737 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9315139.000000 Penalty: 3647.896484
	Iteration 8Q: 3 clusters Score -9315139 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9315938.000000 Penalty: 3647.896484
	Iteration 9Q: 3 clusters Score -9315938 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74711 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9316211.000000 Penalty: 3647.896484
	Iteration 10Q: 3 clusters Score -9316211 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9316262.000000 Penalty: 3647.896484
	Iteration 11Q: 3 clusters Score -9316262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9316286.000000 Penalty: 3647.896484
	Iteration 12Q: 3 clusters Score -9316286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9316294.000000 Penalty: 3647.896484
	Iteration 13Q: 3 clusters Score -9316294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9316303.000000 Penalty: 3647.896484
	Iteration 14Q: 3 clusters Score -9316303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74775 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9316302.000000 Penalty: 3647.896484
	Iteration 15Q: 3 clusters Score -9316302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -9316310.000000 Penalty: 3647.896484
	Iteration 16Q: 3 clusters Score -9316310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74775 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9316319.000000 Penalty: 3647.896484
	Iteration 17Q: 3 clusters Score -9316319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74775 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9316319.000000 Penalty: 3647.896484
	Iteration 18F: 3 clusters Score -9316319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Entering Unmasked Estep 
Score: -6540710.000000 Penalty: 1766.197998
	Iteration 0F: 2 clusters Score -6540710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -6505877.500000 Penalty: 3532.395996
	Iteration 0F: 3 clusters Score -6505878 nChanged 24792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -6520117.500000 Penalty: 3532.395996
	Iteration 1F: 3 clusters Score -6520118 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -6520861.500000 Penalty: 3532.395996
	Iteration 2Q: 3 clusters Score -6520862 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -6521661.500000 Penalty: 3532.395996
	Iteration 3Q: 3 clusters Score -6521662 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -6522795.000000 Penalty: 3532.395996
	Iteration 4Q: 3 clusters Score -6522795 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -6524285.500000 Penalty: 3532.395996
	Iteration 5Q: 3 clusters Score -6524286 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -6526356.000000 Penalty: 3532.395996
	Iteration 6F: 3 clusters Score -6526356 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -6528916.500000 Penalty: 3532.395996
	Iteration 7F: 3 clusters Score -6528916 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -6531189.500000 Penalty: 3532.395996
	Iteration 8F: 3 clusters Score -6531190 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -6532525.500000 Penalty: 3532.395996
	Iteration 9F: 3 clusters Score -6532526 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -6533198.000000 Penalty: 3532.395996
	Iteration 10Q: 3 clusters Score -6533198 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -6533482.000000 Penalty: 3532.395996
	Iteration 11Q: 3 clusters Score -6533482 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -6533668.000000 Penalty: 3532.395996
	Iteration 12Q: 3 clusters Score -6533668 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -6533829.000000 Penalty: 3532.395996
	Iteration 13Q: 3 clusters Score -6533829 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -6533999.000000 Penalty: 3532.395996
	Iteration 14Q: 3 clusters Score -6533999 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -6534141.500000 Penalty: 3532.395996
	Iteration 15Q: 3 clusters Score -6534142 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -6534303.500000 Penalty: 3532.395996
	Iteration 16Q: 3 clusters Score -6534304 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -6534459.500000 Penalty: 3532.395996
	Iteration 17Q: 3 clusters Score -6534460 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -6534615.000000 Penalty: 3532.395996
	Iteration 18Q: 3 clusters Score -6534615 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -6534755.500000 Penalty: 3532.395996
	Iteration 19Q: 3 clusters Score -6534756 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -6534927.000000 Penalty: 3532.395996
	Iteration 20F: 3 clusters Score -6534927 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -6535067.000000 Penalty: 3532.395996
	Iteration 21Q: 3 clusters Score -6535067 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -6535213.500000 Penalty: 3532.395996
	Iteration 22Q: 3 clusters Score -6535214 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -6535347.500000 Penalty: 3532.395996
	Iteration 23Q: 3 clusters Score -6535348 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -6535507.500000 Penalty: 3532.395996
	Iteration 24Q: 3 clusters Score -6535508 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -6535662.500000 Penalty: 3532.395996
	Iteration 25Q: 3 clusters Score -6535662 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -6535810.500000 Penalty: 3532.395996
	Iteration 26Q: 3 clusters Score -6535810 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -6535947.500000 Penalty: 3532.395996
	Iteration 27Q: 3 clusters Score -6535948 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -6536126.500000 Penalty: 3532.395996
	Iteration 28Q: 3 clusters Score -6536126 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -6536238.500000 Penalty: 3532.395996
	Iteration 29Q: 3 clusters Score -6536238 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -6536333.500000 Penalty: 3532.395996
	Iteration 30Q: 3 clusters Score -6536334 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -6536412.000000 Penalty: 3532.395996
	Iteration 31Q: 3 clusters Score -6536412 nChanged 393
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6536461 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6536536 nChanged 344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6536592 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6536642 nChanged 337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6536677 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6536729 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6536770 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6536809 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6536867 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6536912 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6536944 nChanged 206
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Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6536994 nChanged 192
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Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6537000 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6537038 nChanged 195
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Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6537055 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6537065 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6537088 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6537124 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6537166 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6537175 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6537204 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6537224 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6537252 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6537305 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6537328 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6537372 nChanged 216
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Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6537409 nChanged 221
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Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6537416 nChanged 257
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Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6537448 nChanged 233
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Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6537503 nChanged 226
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Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6537539 nChanged 219
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Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6537579 nChanged 227
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Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6537615 nChanged 213
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Mstep: Class 1 contains 9941 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6537640 nChanged 219
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Mstep: Class 1 contains 9724 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6537654 nChanged 225
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Mstep: Class 1 contains 9499 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6537714 nChanged 213
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Mstep: Class 1 contains 9288 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6537750 nChanged 187
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Mstep: Class 1 contains 9101 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6537802 nChanged 177
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Mstep: Class 1 contains 8924 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6537820 nChanged 173
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Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6537840 nChanged 179
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Mstep: Class 1 contains 8574 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6537858 nChanged 188
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Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6537895 nChanged 186
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Mstep: Class 1 contains 8208 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6537924 nChanged 196
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Mstep: Class 1 contains 8016 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6537944 nChanged 199
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Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6537995 nChanged 173
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Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6538028 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6538032 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6538048 nChanged 158
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Mstep: Class 1 contains 7208 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6538087 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7029 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6538120 nChanged 191
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Mstep: Class 1 contains 6840 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6538166 nChanged 188
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Mstep: Class 1 contains 6652 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6538210 nChanged 179
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Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6538256 nChanged 168
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Mstep: Class 1 contains 6307 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6538290 nChanged 153
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Mstep: Class 1 contains 6158 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6538328 nChanged 162
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Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6538378 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5831 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6538432 nChanged 179
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Mstep: Class 1 contains 5660 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6538462 nChanged 158
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Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6538479 nChanged 133
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Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6538497 nChanged 114
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Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6538509 nChanged 109
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Mstep: Class 1 contains 5158 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6538518 nChanged 103
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Mstep: Class 1 contains 5059 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6538548 nChanged 100
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Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6538541 nChanged 100
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Mstep: Class 1 contains 4859 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6538573 nChanged 84
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Mstep: Class 1 contains 4777 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6538581 nChanged 72
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Mstep: Class 1 contains 4705 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6538582 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6538584 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4573 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6538610 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4506 members 
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Entering Unmasked Estep 
Score: -6538622.500000 Penalty: 3532.395996
	Iteration 101Q: 3 clusters Score -6538622 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6538633 nChanged 53
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Mstep: Class 1 contains 4390 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6538642 nChanged 58
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Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6538658 nChanged 59
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Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6538659 nChanged 57
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Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6538684 nChanged 41
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Mstep: Class 1 contains 4189 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6538676 nChanged 40
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Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6538690 nChanged 44
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Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6538684 nChanged 36
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Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6538683 nChanged 52
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Mstep: Class 1 contains 4033 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6538712 nChanged 58
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Mstep: Class 1 contains 3979 members 
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	Iteration 112Q: 3 clusters Score -6538736 nChanged 41
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Mstep: Class 1 contains 3946 members 
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	Iteration 113Q: 3 clusters Score -6538734 nChanged 48
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Mstep: Class 1 contains 3904 members 
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	Iteration 114Q: 3 clusters Score -6538736 nChanged 47
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Mstep: Class 1 contains 3865 members 
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	Iteration 115Q: 3 clusters Score -6538740 nChanged 45
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Mstep: Class 1 contains 3828 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6538738 nChanged 54
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Mstep: Class 1 contains 3782 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6538748 nChanged 51
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	Iteration 118Q: 3 clusters Score -6538750 nChanged 53
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	Iteration 119Q: 3 clusters Score -6538763 nChanged 47
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6538780 nChanged 58
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Mstep: Class 1 contains 3583 members 
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	Iteration 121Q: 3 clusters Score -6538792 nChanged 57
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	Iteration 122Q: 3 clusters Score -6538794 nChanged 54
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Mstep: Class 1 contains 3478 members 
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	Iteration 123Q: 3 clusters Score -6538815 nChanged 60
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6538834 nChanged 75
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	Iteration 125Q: 3 clusters Score -6538828 nChanged 82
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Mstep: Class 1 contains 3267 members 
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Entering Unmasked Estep 
Score: -6538859.500000 Penalty: 3532.395996
	Iteration 126Q: 3 clusters Score -6538860 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6538883 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6538888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6538914 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6538915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6538922 nChanged 47
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Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6538922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6538934 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -6538938.500000 Penalty: 3532.395996
	Iteration 134Q: 3 clusters Score -6538938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -6538944.000000 Penalty: 3532.395996
	Iteration 135Q: 3 clusters Score -6538944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -6538953.000000 Penalty: 3532.395996
	Iteration 136Q: 3 clusters Score -6538953 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6538979 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -6538990.500000 Penalty: 3532.395996
	Iteration 138Q: 3 clusters Score -6538990 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -6539002.000000 Penalty: 3532.395996
	Iteration 139Q: 3 clusters Score -6539002 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -6539025.500000 Penalty: 3532.395996
	Iteration 140F: 3 clusters Score -6539026 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -6539041.500000 Penalty: 3532.395996
	Iteration 141Q: 3 clusters Score -6539042 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -6539055.000000 Penalty: 3532.395996
	Iteration 142Q: 3 clusters Score -6539055 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6539053 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -6539064.000000 Penalty: 3532.395996
	Iteration 144Q: 3 clusters Score -6539064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6539084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -6539078.500000 Penalty: 3532.395996
	Iteration 146Q: 3 clusters Score -6539078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6539088 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -6539074.000000 Penalty: 3532.395996
	Iteration 148Q: 3 clusters Score -6539074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -6539093.000000 Penalty: 3532.395996
	Iteration 149Q: 3 clusters Score -6539093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -6539102.500000 Penalty: 3532.395996
	Iteration 150Q: 3 clusters Score -6539102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -6539108.000000 Penalty: 3532.395996
	Iteration 151Q: 3 clusters Score -6539108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -6539111.500000 Penalty: 3532.395996
	Iteration 152Q: 3 clusters Score -6539112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -6539109.000000 Penalty: 3532.395996
	Iteration 153Q: 3 clusters Score -6539109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -6539114.500000 Penalty: 3532.395996
	Iteration 154Q: 3 clusters Score -6539114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6539116 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6539116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6539117 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -6539126.500000 Penalty: 3532.395996
	Iteration 158Q: 3 clusters Score -6539126 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 50455 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6539129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -6539139.000000 Penalty: 3532.395996
	Iteration 160F: 3 clusters Score -6539139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -6539142.500000 Penalty: 3532.395996
	Iteration 161Q: 3 clusters Score -6539142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -6539141.500000 Penalty: 3532.395996
	Iteration 162Q: 3 clusters Score -6539142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -6539141.000000 Penalty: 3532.395996
	Iteration 163Q: 3 clusters Score -6539141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -6539142.000000 Penalty: 3532.395996
	Iteration 164Q: 3 clusters Score -6539142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -6539145.500000 Penalty: 3532.395996
	Iteration 165Q: 3 clusters Score -6539146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -6539141.500000 Penalty: 3532.395996
	Iteration 166Q: 3 clusters Score -6539142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -6539145.000000 Penalty: 3532.395996
	Iteration 167Q: 3 clusters Score -6539145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -6539141.000000 Penalty: 3532.395996
	Iteration 168Q: 3 clusters Score -6539141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -6539148.000000 Penalty: 3532.395996
	Iteration 169Q: 3 clusters Score -6539148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -6539148.000000 Penalty: 3532.395996
	Iteration 170Q: 3 clusters Score -6539148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -6539150.000000 Penalty: 3532.395996
	Iteration 171Q: 3 clusters Score -6539150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -6539144.000000 Penalty: 3532.395996
	Iteration 172Q: 3 clusters Score -6539144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -6539150.500000 Penalty: 3532.395996
	Iteration 173Q: 3 clusters Score -6539150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -6539153.000000 Penalty: 3532.395996
	Iteration 174Q: 3 clusters Score -6539153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -6539163.000000 Penalty: 3532.395996
	Iteration 175Q: 3 clusters Score -6539163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -6539165.000000 Penalty: 3532.395996
	Iteration 176Q: 3 clusters Score -6539165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -6539168.500000 Penalty: 3532.395996
	Iteration 177Q: 3 clusters Score -6539168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -6539171.500000 Penalty: 3532.395996
	Iteration 178Q: 3 clusters Score -6539172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -6539170.000000 Penalty: 3532.395996
	Iteration 179Q: 3 clusters Score -6539170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -6539172.500000 Penalty: 3532.395996
	Iteration 180F: 3 clusters Score -6539172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -6539167.500000 Penalty: 3532.395996
	Iteration 181Q: 3 clusters Score -6539168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -6539175.500000 Penalty: 3532.395996
	Iteration 182Q: 3 clusters Score -6539176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -6539170.500000 Penalty: 3532.395996
	Iteration 183Q: 3 clusters Score -6539170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -6539177.000000 Penalty: 3532.395996
	Iteration 184Q: 3 clusters Score -6539177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -6539176.000000 Penalty: 3532.395996
	Iteration 185Q: 3 clusters Score -6539176 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -6539174.000000 Penalty: 3532.395996
	Iteration 186Q: 3 clusters Score -6539174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -6539175.000000 Penalty: 3532.395996
	Iteration 187Q: 3 clusters Score -6539175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -6539176.000000 Penalty: 3532.395996
	Iteration 188Q: 3 clusters Score -6539176 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -6539180.000000 Penalty: 3532.395996
	Iteration 189Q: 3 clusters Score -6539180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -6539187.000000 Penalty: 3532.395996
	Iteration 190Q: 3 clusters Score -6539187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -6539188.000000 Penalty: 3532.395996
	Iteration 191Q: 3 clusters Score -6539188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -6539191.000000 Penalty: 3532.395996
	Iteration 192Q: 3 clusters Score -6539191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -6539188.500000 Penalty: 3532.395996
	Iteration 193Q: 3 clusters Score -6539188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -6539192.500000 Penalty: 3532.395996
	Iteration 194Q: 3 clusters Score -6539192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -6539188.000000 Penalty: 3532.395996
	Iteration 195Q: 3 clusters Score -6539188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 50648 members 
Entering Unmasked Estep 
Score: -6539185.500000 Penalty: 3532.395996
	Iteration 196Q: 3 clusters Score -6539186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -6539193.500000 Penalty: 3532.395996
	Iteration 197Q: 3 clusters Score -6539194 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -6539196.000000 Penalty: 3532.395996
	Iteration 198Q: 3 clusters Score -6539196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -6539198.000000 Penalty: 3532.395996
	Iteration 199Q: 3 clusters Score -6539198 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -6539201.500000 Penalty: 3532.395996
	Iteration 200F: 3 clusters Score -6539202 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -6539202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -6539202 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -6539203.000000 Penalty: 3532.395996
	Iteration 203Q: 3 clusters Score -6539203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -6539208.500000 Penalty: 3532.395996
	Iteration 204Q: 3 clusters Score -6539208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6539207.500000 Penalty: 3532.395996
	Iteration 205Q: 3 clusters Score -6539208 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -6539206.500000 Penalty: 3532.395996
	Iteration 206Q: 3 clusters Score -6539206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -6539209.500000 Penalty: 3532.395996
	Iteration 207Q: 3 clusters Score -6539210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -6539207.000000 Penalty: 3532.395996
	Iteration 208Q: 3 clusters Score -6539207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -6539208.000000 Penalty: 3532.395996
	Iteration 209Q: 3 clusters Score -6539208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -6539212.000000 Penalty: 3532.395996
	Iteration 210Q: 3 clusters Score -6539212 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -6539210 nChanged 0
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Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
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	Iteration 212F: 3 clusters Score -6539210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (75240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75240 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -9320822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -9271186 nChanged 35903
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9291728 nChanged 2625
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -9292460 nChanged 3142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -9293581 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -9295578.000000 Penalty: 3649.242432
	Iteration 4F: 3 clusters Score -9295578 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -9299313.000000 Penalty: 3649.242432
	Iteration 5F: 3 clusters Score -9299313 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -9304754.000000 Penalty: 3649.242432
	Iteration 6F: 3 clusters Score -9304754 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 63214 members 
Entering Unmasked Estep 
Score: -9310721.000000 Penalty: 3649.242432
	Iteration 7F: 3 clusters Score -9310721 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 67002 members 
Entering Unmasked Estep 
Score: -9315315.000000 Penalty: 3649.242432
	Iteration 8F: 3 clusters Score -9315315 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 68758 members 
Entering Unmasked Estep 
Score: -9318090.000000 Penalty: 3649.242432
	Iteration 9Q: 3 clusters Score -9318090 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -9319126.000000 Penalty: 3649.242432
	Iteration 10Q: 3 clusters Score -9319126 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 69889 members 
Entering Unmasked Estep 
Score: -9319498.000000 Penalty: 3649.242432
	Iteration 11Q: 3 clusters Score -9319498 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 70268 members 
Entering Unmasked Estep 
Score: -9319734.000000 Penalty: 3649.242432
	Iteration 12Q: 3 clusters Score -9319734 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 70595 members 
Entering Unmasked Estep 
Score: -9319851.000000 Penalty: 3649.242432
	Iteration 13Q: 3 clusters Score -9319851 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -9319937.000000 Penalty: 3649.242432
	Iteration 14Q: 3 clusters Score -9319937 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -9320020.000000 Penalty: 3649.242432
	Iteration 15Q: 3 clusters Score -9320020 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 71433 members 
Entering Unmasked Estep 
Score: -9320077.000000 Penalty: 3649.242432
	Iteration 16Q: 3 clusters Score -9320077 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -9320115.000000 Penalty: 3649.242432
	Iteration 17Q: 3 clusters Score -9320115 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 71959 members 
Entering Unmasked Estep 
Score: -9320157.000000 Penalty: 3649.242432
	Iteration 18Q: 3 clusters Score -9320157 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 72184 members 
Entering Unmasked Estep 
Score: -9320194.000000 Penalty: 3649.242432
	Iteration 19Q: 3 clusters Score -9320194 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 72377 members 
Entering Unmasked Estep 
Score: -9320197.000000 Penalty: 3649.242432
	Iteration 20F: 3 clusters Score -9320197 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
Score: -9320203.000000 Penalty: 3649.242432
	Iteration 21Q: 3 clusters Score -9320203 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 72757 members 
Entering Unmasked Estep 
Score: -9320248.000000 Penalty: 3649.242432
	Iteration 22Q: 3 clusters Score -9320248 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 72926 members 
Entering Unmasked Estep 
Score: -9320279.000000 Penalty: 3649.242432
	Iteration 23Q: 3 clusters Score -9320279 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 73072 members 
Entering Unmasked Estep 
Score: -9320265.000000 Penalty: 3649.242432
	Iteration 24Q: 3 clusters Score -9320265 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 73192 members 
Entering Unmasked Estep 
Score: -9320260.000000 Penalty: 3649.242432
	Iteration 25Q: 3 clusters Score -9320260 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 73317 members 
Entering Unmasked Estep 
Score: -9320253.000000 Penalty: 3649.242432
	Iteration 26Q: 3 clusters Score -9320253 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -9320257.000000 Penalty: 3649.242432
	Iteration 27Q: 3 clusters Score -9320257 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 73509 members 
Entering Unmasked Estep 
Score: -9320263.000000 Penalty: 3649.242432
	Iteration 28Q: 3 clusters Score -9320263 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 73606 members 
Entering Unmasked Estep 
Score: -9320269.000000 Penalty: 3649.242432
	Iteration 29Q: 3 clusters Score -9320269 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -9320283.000000 Penalty: 3649.242432
	Iteration 30Q: 3 clusters Score -9320283 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -9320291.000000 Penalty: 3649.242432
	Iteration 31Q: 3 clusters Score -9320291 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 73865 members 
Entering Unmasked Estep 
Score: -9320275.000000 Penalty: 3649.242432
	Iteration 32Q: 3 clusters Score -9320275 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 73926 members 
Entering Unmasked Estep 
Score: -9320276.000000 Penalty: 3649.242432
	Iteration 33Q: 3 clusters Score -9320276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -9320269.000000 Penalty: 3649.242432
	Iteration 34Q: 3 clusters Score -9320269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 73991 members 
Entering Unmasked Estep 
Score: -9320289.000000 Penalty: 3649.242432
	Iteration 35Q: 3 clusters Score -9320289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 74005 members 
Entering Unmasked Estep 
Score: -9320288.000000 Penalty: 3649.242432
	Iteration 36Q: 3 clusters Score -9320288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -9320289.000000 Penalty: 3649.242432
	Iteration 37Q: 3 clusters Score -9320289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 74027 members 
Entering Unmasked Estep 
Score: -9320279.000000 Penalty: 3649.242432
	Iteration 38Q: 3 clusters Score -9320279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 74039 members 
Entering Unmasked Estep 
Score: -9320280.000000 Penalty: 3649.242432
	Iteration 39Q: 3 clusters Score -9320280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 74059 members 
Entering Unmasked Estep 
Score: -9320275.000000 Penalty: 3649.242432
	Iteration 40F: 3 clusters Score -9320275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 74071 members 
Entering Unmasked Estep 
Score: -9320283.000000 Penalty: 3649.242432
	Iteration 41Q: 3 clusters Score -9320283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 74083 members 
Entering Unmasked Estep 
Score: -9320266.000000 Penalty: 3649.242432
	Iteration 42Q: 3 clusters Score -9320266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
Score: -9320268.000000 Penalty: 3649.242432
	Iteration 43Q: 3 clusters Score -9320268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -9320264.000000 Penalty: 3649.242432
	Iteration 44Q: 3 clusters Score -9320264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 74101 members 
Entering Unmasked Estep 
Score: -9320256.000000 Penalty: 3649.242432
	Iteration 45Q: 3 clusters Score -9320256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 74104 members 
Entering Unmasked Estep 
Score: -9320264.000000 Penalty: 3649.242432
	Iteration 46Q: 3 clusters Score -9320264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 74109 members 
Entering Unmasked Estep 
Score: -9320274.000000 Penalty: 3649.242432
	Iteration 47Q: 3 clusters Score -9320274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 74115 members 
Entering Unmasked Estep 
Score: -9320269.000000 Penalty: 3649.242432
	Iteration 48Q: 3 clusters Score -9320269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 74120 members 
Entering Unmasked Estep 
Score: -9320265.000000 Penalty: 3649.242432
	Iteration 49Q: 3 clusters Score -9320265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 74123 members 
Entering Unmasked Estep 
Score: -9320261.000000 Penalty: 3649.242432
	Iteration 50Q: 3 clusters Score -9320261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 74125 members 
Entering Unmasked Estep 
Score: -9320260.000000 Penalty: 3649.242432
	Iteration 51Q: 3 clusters Score -9320260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -9320264.000000 Penalty: 3649.242432
	Iteration 52Q: 3 clusters Score -9320264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -9320267.000000 Penalty: 3649.242432
	Iteration 53Q: 3 clusters Score -9320267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 74129 members 
Entering Unmasked Estep 
Score: -9320260.000000 Penalty: 3649.242432
	Iteration 54Q: 3 clusters Score -9320260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 74130 members 
Entering Unmasked Estep 
Score: -9320262.000000 Penalty: 3649.242432
	Iteration 55Q: 3 clusters Score -9320262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 74131 members 
Entering Unmasked Estep 
Score: -9320263.000000 Penalty: 3649.242432
	Iteration 56Q: 3 clusters Score -9320263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 74131 members 
Entering Unmasked Estep 
Score: -9320263.000000 Penalty: 3649.242432
	Iteration 57F: 3 clusters Score -9320263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Entering Unmasked Estep 
Score: -10220130.000000 Penalty: 1838.782227
	Iteration 0F: 2 clusters Score -1.022013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -10168209.000000 Penalty: 3677.564453
	Iteration 0F: 3 clusters Score -1.016821e+07 nChanged 38830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -10190070.000000 Penalty: 3677.564453
	Iteration 1F: 3 clusters Score -1.019007e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -10190752.000000 Penalty: 3677.564453
	Iteration 2Q: 3 clusters Score -1.019075e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -10191497.000000 Penalty: 3677.564453
	Iteration 3Q: 3 clusters Score -1.01915e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -10192672.000000 Penalty: 3677.564453
	Iteration 4Q: 3 clusters Score -1.019267e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -10194566.000000 Penalty: 3677.564453
	Iteration 5Q: 3 clusters Score -1.019457e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -10197707.000000 Penalty: 3677.564453
	Iteration 6F: 3 clusters Score -1.019771e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53587 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -10202021.000000 Penalty: 3677.564453
	Iteration 7F: 3 clusters Score -1.020202e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -10207359.000000 Penalty: 3677.564453
	Iteration 8F: 3 clusters Score -1.020736e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -10211867.000000 Penalty: 3677.564453
	Iteration 9F: 3 clusters Score -1.021187e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -10213948.000000 Penalty: 3677.564453
	Iteration 10Q: 3 clusters Score -1.021395e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -10214707.000000 Penalty: 3677.564453
	Iteration 11Q: 3 clusters Score -1.021471e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -10215014.000000 Penalty: 3677.564453
	Iteration 12Q: 3 clusters Score -1.021501e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64938 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -10215273.000000 Penalty: 3677.564453
	Iteration 13Q: 3 clusters Score -1.021527e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -10215506.000000 Penalty: 3677.564453
	Iteration 14Q: 3 clusters Score -1.021551e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -10215740.000000 Penalty: 3677.564453
	Iteration 15Q: 3 clusters Score -1.021574e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -10215945.000000 Penalty: 3677.564453
	Iteration 16Q: 3 clusters Score -1.021594e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68492 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -10216272.000000 Penalty: 3677.564453
	Iteration 17Q: 3 clusters Score -1.021627e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69452 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -10216582.000000 Penalty: 3677.564453
	Iteration 18Q: 3 clusters Score -1.021658e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70455 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -10216820.000000 Penalty: 3677.564453
	Iteration 19Q: 3 clusters Score -1.021682e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71501 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -10217135.000000 Penalty: 3677.564453
	Iteration 20F: 3 clusters Score -1.021714e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -10217466.000000 Penalty: 3677.564453
	Iteration 21Q: 3 clusters Score -1.021747e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73752 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -10217750.000000 Penalty: 3677.564453
	Iteration 22Q: 3 clusters Score -1.021775e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74936 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -10218119.000000 Penalty: 3677.564453
	Iteration 23Q: 3 clusters Score -1.021812e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -10218300.000000 Penalty: 3677.564453
	Iteration 24Q: 3 clusters Score -1.02183e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77134 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -10218478.000000 Penalty: 3677.564453
	Iteration 25Q: 3 clusters Score -1.021848e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -10218666.000000 Penalty: 3677.564453
	Iteration 26Q: 3 clusters Score -1.021867e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78886 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -10218708.000000 Penalty: 3677.564453
	Iteration 27Q: 3 clusters Score -1.021871e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79514 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -10218812.000000 Penalty: 3677.564453
	Iteration 28Q: 3 clusters Score -1.021881e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -10218865.000000 Penalty: 3677.564453
	Iteration 29Q: 3 clusters Score -1.021886e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -10218853.000000 Penalty: 3677.564453
	Iteration 30Q: 3 clusters Score -1.021885e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80696 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -10218880.000000 Penalty: 3677.564453
	Iteration 31Q: 3 clusters Score -1.021888e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -10218895.000000 Penalty: 3677.564453
	Iteration 32Q: 3 clusters Score -1.02189e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81090 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -10218915.000000 Penalty: 3677.564453
	Iteration 33Q: 3 clusters Score -1.021892e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10218943.000000 Penalty: 3677.564453
	Iteration 34Q: 3 clusters Score -1.021894e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81280 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10218937.000000 Penalty: 3677.564453
	Iteration 35Q: 3 clusters Score -1.021894e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81347 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -10218977.000000 Penalty: 3677.564453
	Iteration 36Q: 3 clusters Score -1.021898e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10219000.000000 Penalty: 3677.564453
	Iteration 37Q: 3 clusters Score -1.0219e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81449 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10219008.000000 Penalty: 3677.564453
	Iteration 38Q: 3 clusters Score -1.021901e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81472 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -10219018.000000 Penalty: 3677.564453
	Iteration 39Q: 3 clusters Score -1.021902e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81493 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10219039.000000 Penalty: 3677.564453
	Iteration 40F: 3 clusters Score -1.021904e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81513 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10219031.000000 Penalty: 3677.564453
	Iteration 41Q: 3 clusters Score -1.021903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81524 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10219039.000000 Penalty: 3677.564453
	Iteration 42Q: 3 clusters Score -1.021904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81542 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10219047.000000 Penalty: 3677.564453
	Iteration 43Q: 3 clusters Score -1.021905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81550 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10219035.000000 Penalty: 3677.564453
	Iteration 44Q: 3 clusters Score -1.021904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81560 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10219042.000000 Penalty: 3677.564453
	Iteration 45Q: 3 clusters Score -1.021904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10219040.000000 Penalty: 3677.564453
	Iteration 46Q: 3 clusters Score -1.021904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81571 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10219044.000000 Penalty: 3677.564453
	Iteration 47Q: 3 clusters Score -1.021904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10219039.000000 Penalty: 3677.564453
	Iteration 48Q: 3 clusters Score -1.021904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10219050.000000 Penalty: 3677.564453
	Iteration 49Q: 3 clusters Score -1.021905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10219044.000000 Penalty: 3677.564453
	Iteration 50Q: 3 clusters Score -1.021904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10219045.000000 Penalty: 3677.564453
	Iteration 51Q: 3 clusters Score -1.021904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10219047.000000 Penalty: 3677.564453
	Iteration 52Q: 3 clusters Score -1.021905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10219041.000000 Penalty: 3677.564453
	Iteration 53Q: 3 clusters Score -1.021904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10219045.000000 Penalty: 3677.564453
	Iteration 54Q: 3 clusters Score -1.021904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10219042.000000 Penalty: 3677.564453
	Iteration 55Q: 3 clusters Score -1.021904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10219042.000000 Penalty: 3677.564453
	Iteration 56F: 3 clusters Score -1.021904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Entering Unmasked Estep 
Score: -8656873.000000 Penalty: 1811.690796
	Iteration 0F: 2 clusters Score -8656873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -8611491.000000 Penalty: 3623.381592
	Iteration 0F: 3 clusters Score -8611491 nChanged 32871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -8630374.000000 Penalty: 3623.381592
	Iteration 1F: 3 clusters Score -8630374 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -8630920.000000 Penalty: 3623.381592
	Iteration 2Q: 3 clusters Score -8630920 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -8631630.000000 Penalty: 3623.381592
	Iteration 3Q: 3 clusters Score -8631630 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -8632444.000000 Penalty: 3623.381592
	Iteration 4Q: 3 clusters Score -8632444 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -8633705.000000 Penalty: 3623.381592
	Iteration 5Q: 3 clusters Score -8633705 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -8635746.000000 Penalty: 3623.381592
	Iteration 6F: 3 clusters Score -8635746 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -8638771.000000 Penalty: 3623.381592
	Iteration 7F: 3 clusters Score -8638771 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -8642706.000000 Penalty: 3623.381592
	Iteration 8F: 3 clusters Score -8642706 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -8645756.000000 Penalty: 3623.381592
	Iteration 9F: 3 clusters Score -8645756 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -8647044.000000 Penalty: 3623.381592
	Iteration 10Q: 3 clusters Score -8647044 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -8647563.000000 Penalty: 3623.381592
	Iteration 11Q: 3 clusters Score -8647563 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -8647838.000000 Penalty: 3623.381592
	Iteration 12Q: 3 clusters Score -8647838 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -8648135.000000 Penalty: 3623.381592
	Iteration 13Q: 3 clusters Score -8648135 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -8648415.000000 Penalty: 3623.381592
	Iteration 14Q: 3 clusters Score -8648415 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -8648604.000000 Penalty: 3623.381592
	Iteration 15Q: 3 clusters Score -8648604 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -8648811.000000 Penalty: 3623.381592
	Iteration 16Q: 3 clusters Score -8648811 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -8649065.000000 Penalty: 3623.381592
	Iteration 17Q: 3 clusters Score -8649065 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -8649310.000000 Penalty: 3623.381592
	Iteration 18Q: 3 clusters Score -8649310 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -8649527.000000 Penalty: 3623.381592
	Iteration 19Q: 3 clusters Score -8649527 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -8649752.000000 Penalty: 3623.381592
	Iteration 20F: 3 clusters Score -8649752 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -8650001.000000 Penalty: 3623.381592
	Iteration 21Q: 3 clusters Score -8650001 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -8650171.000000 Penalty: 3623.381592
	Iteration 22Q: 3 clusters Score -8650171 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -8650342.000000 Penalty: 3623.381592
	Iteration 23Q: 3 clusters Score -8650342 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -8650480.000000 Penalty: 3623.381592
	Iteration 24Q: 3 clusters Score -8650480 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -8650643.000000 Penalty: 3623.381592
	Iteration 25Q: 3 clusters Score -8650643 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -8650755.000000 Penalty: 3623.381592
	Iteration 26Q: 3 clusters Score -8650755 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -8650905.000000 Penalty: 3623.381592
	Iteration 27Q: 3 clusters Score -8650905 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -8651022.000000 Penalty: 3623.381592
	Iteration 28Q: 3 clusters Score -8651022 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -8651159.000000 Penalty: 3623.381592
	Iteration 29Q: 3 clusters Score -8651159 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -8651295.000000 Penalty: 3623.381592
	Iteration 30Q: 3 clusters Score -8651295 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -8651478.000000 Penalty: 3623.381592
	Iteration 31Q: 3 clusters Score -8651478 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -8651629.000000 Penalty: 3623.381592
	Iteration 32Q: 3 clusters Score -8651629 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -8651834.000000 Penalty: 3623.381592
	Iteration 33Q: 3 clusters Score -8651834 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -8651985.000000 Penalty: 3623.381592
	Iteration 34Q: 3 clusters Score -8651985 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 58534 members 
Entering Unmasked Estep 
Score: -8652234.000000 Penalty: 3623.381592
	Iteration 35Q: 3 clusters Score -8652234 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -8652498.000000 Penalty: 3623.381592
	Iteration 36Q: 3 clusters Score -8652498 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -8652754.000000 Penalty: 3623.381592
	Iteration 37Q: 3 clusters Score -8652754 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -8652956.000000 Penalty: 3623.381592
	Iteration 38Q: 3 clusters Score -8652956 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -8653150.000000 Penalty: 3623.381592
	Iteration 39Q: 3 clusters Score -8653150 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -8653368.000000 Penalty: 3623.381592
	Iteration 40F: 3 clusters Score -8653368 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -8653575.000000 Penalty: 3623.381592
	Iteration 41Q: 3 clusters Score -8653575 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -8653695.000000 Penalty: 3623.381592
	Iteration 42Q: 3 clusters Score -8653695 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -8653821.000000 Penalty: 3623.381592
	Iteration 43Q: 3 clusters Score -8653821 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -8654018.000000 Penalty: 3623.381592
	Iteration 44Q: 3 clusters Score -8654018 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -8654217.000000 Penalty: 3623.381592
	Iteration 45Q: 3 clusters Score -8654217 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 65328 members 
Entering Unmasked Estep 
Score: -8654330.000000 Penalty: 3623.381592
	Iteration 46Q: 3 clusters Score -8654330 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 65750 members 
Entering Unmasked Estep 
Score: -8654428.000000 Penalty: 3623.381592
	Iteration 47Q: 3 clusters Score -8654428 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -8654515.000000 Penalty: 3623.381592
	Iteration 48Q: 3 clusters Score -8654515 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 66440 members 
Entering Unmasked Estep 
Score: -8654623.000000 Penalty: 3623.381592
	Iteration 49Q: 3 clusters Score -8654623 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -8654702.000000 Penalty: 3623.381592
	Iteration 50Q: 3 clusters Score -8654702 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
Score: -8654803.000000 Penalty: 3623.381592
	Iteration 51Q: 3 clusters Score -8654803 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 67233 members 
Entering Unmasked Estep 
Score: -8654885.000000 Penalty: 3623.381592
	Iteration 52Q: 3 clusters Score -8654885 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 67425 members 
Entering Unmasked Estep 
Score: -8654927.000000 Penalty: 3623.381592
	Iteration 53Q: 3 clusters Score -8654927 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 67606 members 
Entering Unmasked Estep 
Score: -8654984.000000 Penalty: 3623.381592
	Iteration 54Q: 3 clusters Score -8654984 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -8655035.000000 Penalty: 3623.381592
	Iteration 55Q: 3 clusters Score -8655035 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -8655081.000000 Penalty: 3623.381592
	Iteration 56Q: 3 clusters Score -8655081 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -8655117.000000 Penalty: 3623.381592
	Iteration 57Q: 3 clusters Score -8655117 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 68071 members 
Entering Unmasked Estep 
Score: -8655135.000000 Penalty: 3623.381592
	Iteration 58Q: 3 clusters Score -8655135 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 68154 members 
Entering Unmasked Estep 
Score: -8655144.000000 Penalty: 3623.381592
	Iteration 59Q: 3 clusters Score -8655144 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -8655158.000000 Penalty: 3623.381592
	Iteration 60F: 3 clusters Score -8655158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
Score: -8655177.000000 Penalty: 3623.381592
	Iteration 61Q: 3 clusters Score -8655177 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -8655197.000000 Penalty: 3623.381592
	Iteration 62Q: 3 clusters Score -8655197 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 68384 members 
Entering Unmasked Estep 
Score: -8655246.000000 Penalty: 3623.381592
	Iteration 63Q: 3 clusters Score -8655246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -8655243.000000 Penalty: 3623.381592
	Iteration 64Q: 3 clusters Score -8655243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 68464 members 
Entering Unmasked Estep 
Score: -8655247.000000 Penalty: 3623.381592
	Iteration 65Q: 3 clusters Score -8655247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
Score: -8655240.000000 Penalty: 3623.381592
	Iteration 66Q: 3 clusters Score -8655240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
Score: -8655258.000000 Penalty: 3623.381592
	Iteration 67Q: 3 clusters Score -8655258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 68551 members 
Entering Unmasked Estep 
Score: -8655262.000000 Penalty: 3623.381592
	Iteration 68Q: 3 clusters Score -8655262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -8655289.000000 Penalty: 3623.381592
	Iteration 69Q: 3 clusters Score -8655289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 68603 members 
Entering Unmasked Estep 
Score: -8655282.000000 Penalty: 3623.381592
	Iteration 70Q: 3 clusters Score -8655282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 68628 members 
Entering Unmasked Estep 
Score: -8655300.000000 Penalty: 3623.381592
	Iteration 71Q: 3 clusters Score -8655300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -8655315.000000 Penalty: 3623.381592
	Iteration 72Q: 3 clusters Score -8655315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -8655303.000000 Penalty: 3623.381592
	Iteration 73Q: 3 clusters Score -8655303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 68687 members 
Entering Unmasked Estep 
Score: -8655304.000000 Penalty: 3623.381592
	Iteration 74Q: 3 clusters Score -8655304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -8655316.000000 Penalty: 3623.381592
	Iteration 75Q: 3 clusters Score -8655316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 68718 members 
Entering Unmasked Estep 
Score: -8655323.000000 Penalty: 3623.381592
	Iteration 76Q: 3 clusters Score -8655323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
Score: -8655337.000000 Penalty: 3623.381592
	Iteration 77Q: 3 clusters Score -8655337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -8655342.000000 Penalty: 3623.381592
	Iteration 78Q: 3 clusters Score -8655342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -8655342.000000 Penalty: 3623.381592
	Iteration 79Q: 3 clusters Score -8655342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -8655346.000000 Penalty: 3623.381592
	Iteration 80F: 3 clusters Score -8655346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -8655342.000000 Penalty: 3623.381592
	Iteration 81Q: 3 clusters Score -8655342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 68779 members 
Entering Unmasked Estep 
Score: -8655353.000000 Penalty: 3623.381592
	Iteration 82Q: 3 clusters Score -8655353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -8655348.000000 Penalty: 3623.381592
	Iteration 83Q: 3 clusters Score -8655348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 68786 members 
Entering Unmasked Estep 
Score: -8655357.000000 Penalty: 3623.381592
	Iteration 84Q: 3 clusters Score -8655357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 68789 members 
Entering Unmasked Estep 
Score: -8655357.000000 Penalty: 3623.381592
	Iteration 85Q: 3 clusters Score -8655357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 68790 members 
Entering Unmasked Estep 
Score: -8655361.000000 Penalty: 3623.381592
	Iteration 86Q: 3 clusters Score -8655361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -8655361.000000 Penalty: 3623.381592
	Iteration 87Q: 3 clusters Score -8655361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -8655362.000000 Penalty: 3623.381592
	Iteration 88Q: 3 clusters Score -8655362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -8655360.000000 Penalty: 3623.381592
	Iteration 89Q: 3 clusters Score -8655360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -8655360.000000 Penalty: 3623.381592
	Iteration 90F: 3 clusters Score -8655360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Entering Unmasked Estep 
Score: -9733158.000000 Penalty: 1832.094482
	Iteration 0F: 2 clusters Score -9733158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -9682777.000000 Penalty: 3664.188965
	Iteration 0F: 3 clusters Score -9682777 nChanged 37499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -9704834.000000 Penalty: 3664.188965
	Iteration 1F: 3 clusters Score -9704834 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -9705854.000000 Penalty: 3664.188965
	Iteration 2Q: 3 clusters Score -9705854 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -9707321.000000 Penalty: 3664.188965
	Iteration 3Q: 3 clusters Score -9707321 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -9709765.000000 Penalty: 3664.188965
	Iteration 4F: 3 clusters Score -9709765 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -9713073.000000 Penalty: 3664.188965
	Iteration 5F: 3 clusters Score -9713073 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -9717637.000000 Penalty: 3664.188965
	Iteration 6F: 3 clusters Score -9717637 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -9722697.000000 Penalty: 3664.188965
	Iteration 7F: 3 clusters Score -9722697 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -9726819.000000 Penalty: 3664.188965
	Iteration 8F: 3 clusters Score -9726819 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -9729379.000000 Penalty: 3664.188965
	Iteration 9Q: 3 clusters Score -9729379 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76145 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -9730743.000000 Penalty: 3664.188965
	Iteration 10Q: 3 clusters Score -9730743 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -9731602.000000 Penalty: 3664.188965
	Iteration 11Q: 3 clusters Score -9731602 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77742 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9731920.000000 Penalty: 3664.188965
	Iteration 12Q: 3 clusters Score -9731920 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78003 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9732132.000000 Penalty: 3664.188965
	Iteration 13Q: 3 clusters Score -9732132 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78133 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -9732200.000000 Penalty: 3664.188965
	Iteration 14Q: 3 clusters Score -9732200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9732227.000000 Penalty: 3664.188965
	Iteration 15Q: 3 clusters Score -9732227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9732235.000000 Penalty: 3664.188965
	Iteration 16Q: 3 clusters Score -9732235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78249 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9732237.000000 Penalty: 3664.188965
	Iteration 17Q: 3 clusters Score -9732237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78262 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9732247.000000 Penalty: 3664.188965
	Iteration 18Q: 3 clusters Score -9732247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9732250.000000 Penalty: 3664.188965
	Iteration 19Q: 3 clusters Score -9732250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78273 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9732254.000000 Penalty: 3664.188965
	Iteration 20F: 3 clusters Score -9732254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78279 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9732255.000000 Penalty: 3664.188965
	Iteration 21Q: 3 clusters Score -9732255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78287 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9732259.000000 Penalty: 3664.188965
	Iteration 22Q: 3 clusters Score -9732259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78293 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9732266.000000 Penalty: 3664.188965
	Iteration 23Q: 3 clusters Score -9732266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9732260.000000 Penalty: 3664.188965
	Iteration 24Q: 3 clusters Score -9732260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9732260.000000 Penalty: 3664.188965
	Iteration 25F: 3 clusters Score -9732260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Entering Unmasked Estep 
Score: -5169019.000000 Penalty: 1728.252319
	Iteration 0F: 2 clusters Score -5169019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -5141368.500000 Penalty: 3456.504639
	Iteration 0F: 3 clusters Score -5141368 nChanged 19347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -5152279.500000 Penalty: 3456.504639
	Iteration 1F: 3 clusters Score -5152280 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -5153021.500000 Penalty: 3456.504639
	Iteration 2Q: 3 clusters Score -5153022 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -5153918.500000 Penalty: 3456.504639
	Iteration 3Q: 3 clusters Score -5153918 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -5155155.000000 Penalty: 3456.504639
	Iteration 4F: 3 clusters Score -5155155 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -5156687.500000 Penalty: 3456.504639
	Iteration 5F: 3 clusters Score -5156688 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -5158540.500000 Penalty: 3456.504639
	Iteration 6F: 3 clusters Score -5158540 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -5160766.000000 Penalty: 3456.504639
	Iteration 7F: 3 clusters Score -5160766 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -5162734.000000 Penalty: 3456.504639
	Iteration 8F: 3 clusters Score -5162734 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -5163952.000000 Penalty: 3456.504639
	Iteration 9Q: 3 clusters Score -5163952 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -5164499.000000 Penalty: 3456.504639
	Iteration 10Q: 3 clusters Score -5164499 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -5164847.000000 Penalty: 3456.504639
	Iteration 11Q: 3 clusters Score -5164847 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -5165108.500000 Penalty: 3456.504639
	Iteration 12Q: 3 clusters Score -5165108 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -5165371.000000 Penalty: 3456.504639
	Iteration 13Q: 3 clusters Score -5165371 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -5165553.000000 Penalty: 3456.504639
	Iteration 14Q: 3 clusters Score -5165553 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -5165749.000000 Penalty: 3456.504639
	Iteration 15Q: 3 clusters Score -5165749 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -5165870.500000 Penalty: 3456.504639
	Iteration 16Q: 3 clusters Score -5165870 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -5165992.000000 Penalty: 3456.504639
	Iteration 17Q: 3 clusters Score -5165992 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -5166079.000000 Penalty: 3456.504639
	Iteration 18Q: 3 clusters Score -5166079 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -5166199.000000 Penalty: 3456.504639
	Iteration 19Q: 3 clusters Score -5166199 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -5166298.500000 Penalty: 3456.504639
	Iteration 20F: 3 clusters Score -5166298 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -5166403.500000 Penalty: 3456.504639
	Iteration 21Q: 3 clusters Score -5166404 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -5166485.500000 Penalty: 3456.504639
	Iteration 22Q: 3 clusters Score -5166486 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -5166572.500000 Penalty: 3456.504639
	Iteration 23Q: 3 clusters Score -5166572 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -5166641.500000 Penalty: 3456.504639
	Iteration 24Q: 3 clusters Score -5166642 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -5166721.500000 Penalty: 3456.504639
	Iteration 25Q: 3 clusters Score -5166722 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -5166779.500000 Penalty: 3456.504639
	Iteration 26Q: 3 clusters Score -5166780 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -5166863.500000 Penalty: 3456.504639
	Iteration 27Q: 3 clusters Score -5166864 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -5166909.500000 Penalty: 3456.504639
	Iteration 28Q: 3 clusters Score -5166910 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -5166972.000000 Penalty: 3456.504639
	Iteration 29Q: 3 clusters Score -5166972 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -5167038.000000 Penalty: 3456.504639
	Iteration 30Q: 3 clusters Score -5167038 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -5167072.500000 Penalty: 3456.504639
	Iteration 31Q: 3 clusters Score -5167072 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -5167114.500000 Penalty: 3456.504639
	Iteration 32Q: 3 clusters Score -5167114 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -5167164.500000 Penalty: 3456.504639
	Iteration 33Q: 3 clusters Score -5167164 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -5167204.500000 Penalty: 3456.504639
	Iteration 34Q: 3 clusters Score -5167204 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -5167246.000000 Penalty: 3456.504639
	Iteration 35Q: 3 clusters Score -5167246 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -5167277.000000 Penalty: 3456.504639
	Iteration 36Q: 3 clusters Score -5167277 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -5167302.000000 Penalty: 3456.504639
	Iteration 37Q: 3 clusters Score -5167302 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -5167342.000000 Penalty: 3456.504639
	Iteration 38Q: 3 clusters Score -5167342 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -5167365.000000 Penalty: 3456.504639
	Iteration 39Q: 3 clusters Score -5167365 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -5167388.000000 Penalty: 3456.504639
	Iteration 40F: 3 clusters Score -5167388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -5167411.500000 Penalty: 3456.504639
	Iteration 41Q: 3 clusters Score -5167412 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -5167426.000000 Penalty: 3456.504639
	Iteration 42Q: 3 clusters Score -5167426 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -5167440.000000 Penalty: 3456.504639
	Iteration 43Q: 3 clusters Score -5167440 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -5167464.000000 Penalty: 3456.504639
	Iteration 44Q: 3 clusters Score -5167464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -5167472.500000 Penalty: 3456.504639
	Iteration 45Q: 3 clusters Score -5167472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -5167499.500000 Penalty: 3456.504639
	Iteration 46Q: 3 clusters Score -5167500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -5167504.000000 Penalty: 3456.504639
	Iteration 47Q: 3 clusters Score -5167504 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -5167505.500000 Penalty: 3456.504639
	Iteration 48Q: 3 clusters Score -5167506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -5167516.500000 Penalty: 3456.504639
	Iteration 49Q: 3 clusters Score -5167516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -5167511.500000 Penalty: 3456.504639
	Iteration 50Q: 3 clusters Score -5167512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -5167511.000000 Penalty: 3456.504639
	Iteration 51Q: 3 clusters Score -5167511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -5167511.500000 Penalty: 3456.504639
	Iteration 52Q: 3 clusters Score -5167512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -5167525.000000 Penalty: 3456.504639
	Iteration 53Q: 3 clusters Score -5167525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -5167534.000000 Penalty: 3456.504639
	Iteration 54Q: 3 clusters Score -5167534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -5167539.500000 Penalty: 3456.504639
	Iteration 55Q: 3 clusters Score -5167540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -5167548.000000 Penalty: 3456.504639
	Iteration 56Q: 3 clusters Score -5167548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -5167558.000000 Penalty: 3456.504639
	Iteration 57Q: 3 clusters Score -5167558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -5167566.000000 Penalty: 3456.504639
	Iteration 58Q: 3 clusters Score -5167566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -5167564.500000 Penalty: 3456.504639
	Iteration 59Q: 3 clusters Score -5167564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -5167567.500000 Penalty: 3456.504639
	Iteration 60F: 3 clusters Score -5167568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -5167572.500000 Penalty: 3456.504639
	Iteration 61Q: 3 clusters Score -5167572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -5167573.500000 Penalty: 3456.504639
	Iteration 62Q: 3 clusters Score -5167574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -5167572.500000 Penalty: 3456.504639
	Iteration 63Q: 3 clusters Score -5167572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -5167579.000000 Penalty: 3456.504639
	Iteration 64Q: 3 clusters Score -5167579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -5167578.500000 Penalty: 3456.504639
	Iteration 65Q: 3 clusters Score -5167578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -5167581.000000 Penalty: 3456.504639
	Iteration 66Q: 3 clusters Score -5167581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -5167576.500000 Penalty: 3456.504639
	Iteration 67Q: 3 clusters Score -5167576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -5167576.000000 Penalty: 3456.504639
	Iteration 68Q: 3 clusters Score -5167576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -5167578.000000 Penalty: 3456.504639
	Iteration 69Q: 3 clusters Score -5167578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -5167577.000000 Penalty: 3456.504639
	Iteration 70Q: 3 clusters Score -5167577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -5167579.000000 Penalty: 3456.504639
	Iteration 71Q: 3 clusters Score -5167579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -5167579.000000 Penalty: 3456.504639
	Iteration 72Q: 3 clusters Score -5167579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -5167581.500000 Penalty: 3456.504639
	Iteration 73Q: 3 clusters Score -5167582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -5167581.000000 Penalty: 3456.504639
	Iteration 74Q: 3 clusters Score -5167581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -5167580.500000 Penalty: 3456.504639
	Iteration 75Q: 3 clusters Score -5167580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -5167581.000000 Penalty: 3456.504639
	Iteration 76Q: 3 clusters Score -5167581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -5167580.500000 Penalty: 3456.504639
	Iteration 77Q: 3 clusters Score -5167580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -5167579.000000 Penalty: 3456.504639
	Iteration 78Q: 3 clusters Score -5167579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -5167579.000000 Penalty: 3456.504639
	Iteration 79F: 3 clusters Score -5167579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Entering Unmasked Estep 
Score: -5051232.000000 Penalty: 1724.488525
	Iteration 0F: 2 clusters Score -5051232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -5024156.000000 Penalty: 3448.977051
	Iteration 0F: 3 clusters Score -5024156 nChanged 18972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -5034802.500000 Penalty: 3448.977051
	Iteration 1F: 3 clusters Score -5034802 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -5035237.000000 Penalty: 3448.977051
	Iteration 2Q: 3 clusters Score -5035237 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -5035869.000000 Penalty: 3448.977051
	Iteration 3Q: 3 clusters Score -5035869 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -5036658.000000 Penalty: 3448.977051
	Iteration 4Q: 3 clusters Score -5036658 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -5037859.000000 Penalty: 3448.977051
	Iteration 5F: 3 clusters Score -5037859 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -5039592.000000 Penalty: 3448.977051
	Iteration 6F: 3 clusters Score -5039592 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -5041897.500000 Penalty: 3448.977051
	Iteration 7F: 3 clusters Score -5041898 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -5044289.500000 Penalty: 3448.977051
	Iteration 8F: 3 clusters Score -5044290 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -5046223.000000 Penalty: 3448.977051
	Iteration 9F: 3 clusters Score -5046223 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -5047538.500000 Penalty: 3448.977051
	Iteration 10Q: 3 clusters Score -5047538 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -5048412.000000 Penalty: 3448.977051
	Iteration 11Q: 3 clusters Score -5048412 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -5048949.500000 Penalty: 3448.977051
	Iteration 12Q: 3 clusters Score -5048950 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -5049239.000000 Penalty: 3448.977051
	Iteration 13Q: 3 clusters Score -5049239 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -5049422.000000 Penalty: 3448.977051
	Iteration 14Q: 3 clusters Score -5049422 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -5049541.000000 Penalty: 3448.977051
	Iteration 15Q: 3 clusters Score -5049541 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -5049603.000000 Penalty: 3448.977051
	Iteration 16Q: 3 clusters Score -5049603 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -5049651.000000 Penalty: 3448.977051
	Iteration 17Q: 3 clusters Score -5049651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -5049667.500000 Penalty: 3448.977051
	Iteration 18Q: 3 clusters Score -5049668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -5049694.000000 Penalty: 3448.977051
	Iteration 19Q: 3 clusters Score -5049694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -5049702.500000 Penalty: 3448.977051
	Iteration 20F: 3 clusters Score -5049702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -5049707.000000 Penalty: 3448.977051
	Iteration 21Q: 3 clusters Score -5049707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -5049710.000000 Penalty: 3448.977051
	Iteration 22Q: 3 clusters Score -5049710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -5049711.500000 Penalty: 3448.977051
	Iteration 23Q: 3 clusters Score -5049712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -5049714.000000 Penalty: 3448.977051
	Iteration 24Q: 3 clusters Score -5049714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -5049714.500000 Penalty: 3448.977051
	Iteration 25Q: 3 clusters Score -5049714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -5049714.500000 Penalty: 3448.977051
	Iteration 26F: 3 clusters Score -5049714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (50596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Entering Unmasked Estep 
Score: -6300127.500000 Penalty: 1760.139526
	Iteration 0F: 2 clusters Score -6300128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -6266368.000000 Penalty: 3520.279053
	Iteration 0F: 3 clusters Score -6266368 nChanged 23791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -6279662.500000 Penalty: 3520.279053
	Iteration 1F: 3 clusters Score -6279662 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -6280098.000000 Penalty: 3520.279053
	Iteration 2Q: 3 clusters Score -6280098 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -6280618.500000 Penalty: 3520.279053
	Iteration 3Q: 3 clusters Score -6280618 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -6281457.000000 Penalty: 3520.279053
	Iteration 4Q: 3 clusters Score -6281457 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -6282570.000000 Penalty: 3520.279053
	Iteration 5Q: 3 clusters Score -6282570 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -6284424.500000 Penalty: 3520.279053
	Iteration 6F: 3 clusters Score -6284424 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -6286993.500000 Penalty: 3520.279053
	Iteration 7F: 3 clusters Score -6286994 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -6290075.000000 Penalty: 3520.279053
	Iteration 8F: 3 clusters Score -6290075 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -6292804.500000 Penalty: 3520.279053
	Iteration 9F: 3 clusters Score -6292804 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -6294847.000000 Penalty: 3520.279053
	Iteration 10Q: 3 clusters Score -6294847 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -6296144.000000 Penalty: 3520.279053
	Iteration 11Q: 3 clusters Score -6296144 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -6296894.000000 Penalty: 3520.279053
	Iteration 12Q: 3 clusters Score -6296894 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6297407.500000 Penalty: 3520.279053
	Iteration 13Q: 3 clusters Score -6297408 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6297770.500000 Penalty: 3520.279053
	Iteration 14Q: 3 clusters Score -6297770 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6298009.000000 Penalty: 3520.279053
	Iteration 15Q: 3 clusters Score -6298009 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6298203.500000 Penalty: 3520.279053
	Iteration 16Q: 3 clusters Score -6298204 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6298356.000000 Penalty: 3520.279053
	Iteration 17Q: 3 clusters Score -6298356 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6298434.000000 Penalty: 3520.279053
	Iteration 18Q: 3 clusters Score -6298434 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6298470.000000 Penalty: 3520.279053
	Iteration 19Q: 3 clusters Score -6298470 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6298521.000000 Penalty: 3520.279053
	Iteration 20F: 3 clusters Score -6298521 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6298547.500000 Penalty: 3520.279053
	Iteration 21Q: 3 clusters Score -6298548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6298572.000000 Penalty: 3520.279053
	Iteration 22Q: 3 clusters Score -6298572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6298588.500000 Penalty: 3520.279053
	Iteration 23Q: 3 clusters Score -6298588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6298606.500000 Penalty: 3520.279053
	Iteration 24Q: 3 clusters Score -6298606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6298616.000000 Penalty: 3520.279053
	Iteration 25Q: 3 clusters Score -6298616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6298613.500000 Penalty: 3520.279053
	Iteration 26Q: 3 clusters Score -6298614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6298622.000000 Penalty: 3520.279053
	Iteration 27Q: 3 clusters Score -6298622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6298630.000000 Penalty: 3520.279053
	Iteration 28Q: 3 clusters Score -6298630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6298625.000000 Penalty: 3520.279053
	Iteration 29Q: 3 clusters Score -6298625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6298626.000000 Penalty: 3520.279053
	Iteration 30Q: 3 clusters Score -6298626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6298623.000000 Penalty: 3520.279053
	Iteration 31Q: 3 clusters Score -6298623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6298626.500000 Penalty: 3520.279053
	Iteration 32Q: 3 clusters Score -6298626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6298638.500000 Penalty: 3520.279053
	Iteration 33Q: 3 clusters Score -6298638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6298639.000000 Penalty: 3520.279053
	Iteration 34Q: 3 clusters Score -6298639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6298636.000000 Penalty: 3520.279053
	Iteration 35Q: 3 clusters Score -6298636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6298638.000000 Penalty: 3520.279053
	Iteration 36Q: 3 clusters Score -6298638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6298638.500000 Penalty: 3520.279053
	Iteration 37Q: 3 clusters Score -6298638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6298643.000000 Penalty: 3520.279053
	Iteration 38Q: 3 clusters Score -6298643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6298646.000000 Penalty: 3520.279053
	Iteration 39Q: 3 clusters Score -6298646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6298643.000000 Penalty: 3520.279053
	Iteration 40F: 3 clusters Score -6298643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6298648.000000 Penalty: 3520.279053
	Iteration 41Q: 3 clusters Score -6298648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6298641.500000 Penalty: 3520.279053
	Iteration 42Q: 3 clusters Score -6298642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6298641.500000 Penalty: 3520.279053
	Iteration 43F: 3 clusters Score -6298642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -83850.937500 Penalty: 1061.267578
	Iteration 0F: 2 clusters Score -83850.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82641.148438 Penalty: 2122.535156
	Iteration 0F: 3 clusters Score -82641.15 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82833.117188 Penalty: 2122.535156
	Iteration 1F: 3 clusters Score -82833.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82884.765625 Penalty: 2122.535156
	Iteration 2F: 3 clusters Score -82884.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82897.664062 Penalty: 2122.535156
	Iteration 3Q: 3 clusters Score -82897.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82910.523438 Penalty: 2122.535156
	Iteration 4Q: 3 clusters Score -82910.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82923.507812 Penalty: 2122.535156
	Iteration 5Q: 3 clusters Score -82923.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82930.812500 Penalty: 2122.535156
	Iteration 6Q: 3 clusters Score -82930.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82934.648438 Penalty: 2122.535156
	Iteration 7Q: 3 clusters Score -82934.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82937.609375 Penalty: 2122.535156
	Iteration 8Q: 3 clusters Score -82937.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82941.820312 Penalty: 2122.535156
	Iteration 9Q: 3 clusters Score -82941.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82944.210938 Penalty: 2122.535156
	Iteration 10Q: 3 clusters Score -82944.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -82945.546875 Penalty: 2122.535156
	Iteration 11Q: 3 clusters Score -82945.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82946.273438 Penalty: 2122.535156
	Iteration 12Q: 3 clusters Score -82946.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82946.273438 Penalty: 2122.535156
	Iteration 13F: 3 clusters Score -82946.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Entering Unmasked Estep 
Score: -695769.750000 Penalty: 1400.914551
	Iteration 0F: 2 clusters Score -695769.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -691456.875000 Penalty: 2801.829102
	Iteration 0F: 3 clusters Score -691456.9 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -692680.187500 Penalty: 2801.829102
	Iteration 1F: 3 clusters Score -692680.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -692849.250000 Penalty: 2801.829102
	Iteration 2F: 3 clusters Score -692849.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -692948.500000 Penalty: 2801.829102
	Iteration 3Q: 3 clusters Score -692948.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -693022.062500 Penalty: 2801.829102
	Iteration 4Q: 3 clusters Score -693022.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -693077.312500 Penalty: 2801.829102
	Iteration 5Q: 3 clusters Score -693077.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -693118.437500 Penalty: 2801.829102
	Iteration 6Q: 3 clusters Score -693118.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -693154.812500 Penalty: 2801.829102
	Iteration 7Q: 3 clusters Score -693154.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -693178.312500 Penalty: 2801.829102
	Iteration 8Q: 3 clusters Score -693178.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -693195.000000 Penalty: 2801.829102
	Iteration 9Q: 3 clusters Score -693195 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -693216.187500 Penalty: 2801.829102
	Iteration 10Q: 3 clusters Score -693216.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -693236.125000 Penalty: 2801.829102
	Iteration 11Q: 3 clusters Score -693236.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -693255.500000 Penalty: 2801.829102
	Iteration 12Q: 3 clusters Score -693255.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -693277.562500 Penalty: 2801.829102
	Iteration 13Q: 3 clusters Score -693277.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -693306.687500 Penalty: 2801.829102
	Iteration 14Q: 3 clusters Score -693306.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -693342.312500 Penalty: 2801.829102
	Iteration 15Q: 3 clusters Score -693342.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -693408.687500 Penalty: 2801.829102
	Iteration 16Q: 3 clusters Score -693408.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -693511.125000 Penalty: 2801.829102
	Iteration 17Q: 3 clusters Score -693511.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -693611.375000 Penalty: 2801.829102
	Iteration 18Q: 3 clusters Score -693611.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -693725.562500 Penalty: 2801.829102
	Iteration 19Q: 3 clusters Score -693725.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -693854.812500 Penalty: 2801.829102
	Iteration 20F: 3 clusters Score -693854.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -693983.437500 Penalty: 2801.829102
	Iteration 21Q: 3 clusters Score -693983.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -694078.312500 Penalty: 2801.829102
	Iteration 22Q: 3 clusters Score -694078.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -694160.500000 Penalty: 2801.829102
	Iteration 23Q: 3 clusters Score -694160.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -694212.187500 Penalty: 2801.829102
	Iteration 24Q: 3 clusters Score -694212.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -694246.000000 Penalty: 2801.829102
	Iteration 25Q: 3 clusters Score -694246 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -694274.875000 Penalty: 2801.829102
	Iteration 26Q: 3 clusters Score -694274.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -694300.000000 Penalty: 2801.829102
	Iteration 27Q: 3 clusters Score -694300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -694325.562500 Penalty: 2801.829102
	Iteration 28Q: 3 clusters Score -694325.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -694345.437500 Penalty: 2801.829102
	Iteration 29Q: 3 clusters Score -694345.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -694362.062500 Penalty: 2801.829102
	Iteration 30Q: 3 clusters Score -694362.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -694375.812500 Penalty: 2801.829102
	Iteration 31Q: 3 clusters Score -694375.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -694395.875000 Penalty: 2801.829102
	Iteration 32Q: 3 clusters Score -694395.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -694418.562500 Penalty: 2801.829102
	Iteration 33Q: 3 clusters Score -694418.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -694439.312500 Penalty: 2801.829102
	Iteration 34Q: 3 clusters Score -694439.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -694453.750000 Penalty: 2801.829102
	Iteration 35Q: 3 clusters Score -694453.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -694464.062500 Penalty: 2801.829102
	Iteration 36Q: 3 clusters Score -694464.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -694471.937500 Penalty: 2801.829102
	Iteration 37Q: 3 clusters Score -694471.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -694479.187500 Penalty: 2801.829102
	Iteration 38Q: 3 clusters Score -694479.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -694486.312500 Penalty: 2801.829102
	Iteration 39Q: 3 clusters Score -694486.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -694493.562500 Penalty: 2801.829102
	Iteration 40F: 3 clusters Score -694493.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -694497.187500 Penalty: 2801.829102
	Iteration 41Q: 3 clusters Score -694497.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -694500.812500 Penalty: 2801.829102
	Iteration 42Q: 3 clusters Score -694500.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -694502.500000 Penalty: 2801.829102
	Iteration 43Q: 3 clusters Score -694502.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -694502.187500 Penalty: 2801.829102
	Iteration 44Q: 3 clusters Score -694502.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -694502.750000 Penalty: 2801.829102
	Iteration 45Q: 3 clusters Score -694502.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -694504.062500 Penalty: 2801.829102
	Iteration 46Q: 3 clusters Score -694504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -694506.375000 Penalty: 2801.829102
	Iteration 47Q: 3 clusters Score -694506.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -694506.500000 Penalty: 2801.829102
	Iteration 48Q: 3 clusters Score -694506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -694508.125000 Penalty: 2801.829102
	Iteration 49Q: 3 clusters Score -694508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -694508.687500 Penalty: 2801.829102
	Iteration 50Q: 3 clusters Score -694508.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -694508.000000 Penalty: 2801.829102
	Iteration 51Q: 3 clusters Score -694508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -694509.437500 Penalty: 2801.829102
	Iteration 52Q: 3 clusters Score -694509.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -694509.062500 Penalty: 2801.829102
	Iteration 53Q: 3 clusters Score -694509.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -694510.375000 Penalty: 2801.829102
	Iteration 54Q: 3 clusters Score -694510.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -694511.250000 Penalty: 2801.829102
	Iteration 55Q: 3 clusters Score -694511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -694511.312500 Penalty: 2801.829102
	Iteration 56Q: 3 clusters Score -694511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -694510.812500 Penalty: 2801.829102
	Iteration 57Q: 3 clusters Score -694510.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -694513.437500 Penalty: 2801.829102
	Iteration 58Q: 3 clusters Score -694513.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -694513.437500 Penalty: 2801.829102
	Iteration 59F: 3 clusters Score -694513.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 13587 members 
Mstep: Class 5 contains 31128 members 
Mstep: Class 6 contains 74929 members 
Mstep: Class 9 contains 52518 members 
Mstep: Class 10 contains 75240 members 
Mstep: Class 11 contains 82091 members 
Mstep: Class 12 contains 69485 members 
Mstep: Class 13 contains 78781 members 
Mstep: Class 14 contains 41581 members 
Mstep: Class 16 contains 40629 members 
Mstep: Class 17 contains 50596 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5547 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 239Q: 15 clusters Score -7.556229e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 13544 members 
Mstep: Class 5 contains 31139 members 
Mstep: Class 6 contains 74928 members 
Mstep: Class 9 contains 52511 members 
Mstep: Class 10 contains 75248 members 
Mstep: Class 11 contains 82125 members 
Mstep: Class 12 contains 69481 members 
Mstep: Class 13 contains 78802 members 
Mstep: Class 14 contains 41580 members 
Mstep: Class 16 contains 40618 members 
Mstep: Class 17 contains 50578 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5553 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 240F: 15 clusters Score -7.556237e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 13502 members 
Mstep: Class 5 contains 31159 members 
Mstep: Class 6 contains 74924 members 
Mstep: Class 9 contains 52515 members 
Mstep: Class 10 contains 75226 members 
Mstep: Class 11 contains 82144 members 
Mstep: Class 12 contains 69483 members 
Mstep: Class 13 contains 78820 members 
Mstep: Class 14 contains 41586 members 
Mstep: Class 16 contains 40618 members 
Mstep: Class 17 contains 50562 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 15 clusters Score -7.556238e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 13469 members 
Mstep: Class 5 contains 31183 members 
Mstep: Class 6 contains 74930 members 
Mstep: Class 9 contains 52515 members 
Mstep: Class 10 contains 75222 members 
Mstep: Class 11 contains 82160 members 
Mstep: Class 12 contains 69472 members 
Mstep: Class 13 contains 78826 members 
Mstep: Class 14 contains 41584 members 
Mstep: Class 16 contains 40618 members 
Mstep: Class 17 contains 50547 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5564 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 15 clusters Score -7.556238e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 13426 members 
Mstep: Class 5 contains 31213 members 
Mstep: Class 6 contains 74927 members 
Mstep: Class 9 contains 52539 members 
Mstep: Class 10 contains 75203 members 
Mstep: Class 11 contains 82176 members 
Mstep: Class 12 contains 69467 members 
Mstep: Class 13 contains 78830 members 
Mstep: Class 14 contains 41587 members 
Mstep: Class 16 contains 40618 members 
Mstep: Class 17 contains 50533 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5566 members 
Entering Unmasked Estep 
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Iteration 243Q: 15 clusters Score -7.556245e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 13381 members 
Mstep: Class 5 contains 31257 members 
Mstep: Class 6 contains 74921 members 
Mstep: Class 9 contains 52530 members 
Mstep: Class 10 contains 75196 members 
Mstep: Class 11 contains 82193 members 
Mstep: Class 12 contains 69460 members 
Mstep: Class 13 contains 78841 members 
Mstep: Class 14 contains 41587 members 
Mstep: Class 16 contains 40624 members 
Mstep: Class 17 contains 50518 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 244Q: 15 clusters Score -7.556237e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 13337 members 
Mstep: Class 5 contains 31284 members 
Mstep: Class 6 contains 74914 members 
Mstep: Class 9 contains 52545 members 
Mstep: Class 10 contains 75190 members 
Mstep: Class 11 contains 82217 members 
Mstep: Class 12 contains 69456 members 
Mstep: Class 13 contains 78840 members 
Mstep: Class 14 contains 41584 members 
Mstep: Class 16 contains 40623 members 
Mstep: Class 17 contains 50508 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5576 members 
Entering Unmasked Estep 
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Iteration 245Q: 15 clusters Score -7.556244e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 13285 members 
Mstep: Class 5 contains 31310 members 
Mstep: Class 6 contains 74920 members 
Mstep: Class 9 contains 52534 members 
Mstep: Class 10 contains 75192 members 
Mstep: Class 11 contains 82233 members 
Mstep: Class 12 contains 69459 members 
Mstep: Class 13 contains 78855 members 
Mstep: Class 14 contains 41582 members 
Mstep: Class 16 contains 40623 members 
Mstep: Class 17 contains 50499 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5580 members 
Entering Unmasked Estep 
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Iteration 246Q: 15 clusters Score -7.556241e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 13234 members 
Mstep: Class 5 contains 31337 members 
Mstep: Class 6 contains 74917 members 
Mstep: Class 9 contains 52519 members 
Mstep: Class 10 contains 75207 members 
Mstep: Class 11 contains 82245 members 
Mstep: Class 12 contains 69453 members 
Mstep: Class 13 contains 78873 members 
Mstep: Class 14 contains 41581 members 
Mstep: Class 16 contains 40626 members 
Mstep: Class 17 contains 50486 members 
Mstep: Class 21 contains 686 members 
Mstep: Class 22 contains 5592 members 
Entering Unmasked Estep 
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Iteration 247Q: 15 clusters Score -7.556247e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 13165 members 
Mstep: Class 5 contains 31373 members 
Mstep: Class 6 contains 74917 members 
Mstep: Class 9 contains 52514 members 
Mstep: Class 10 contains 75205 members 
Mstep: Class 11 contains 82281 members 
Mstep: Class 12 contains 69459 members 
Mstep: Class 13 contains 78876 members 
Mstep: Class 14 contains 41582 members 
Mstep: Class 16 contains 40627 members 
Mstep: Class 17 contains 50467 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 5603 members 
Entering Unmasked Estep 
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Iteration 248Q: 15 clusters Score -7.556242e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 13101 members 
Mstep: Class 5 contains 31402 members 
Mstep: Class 6 contains 74915 members 
Mstep: Class 9 contains 52518 members 
Mstep: Class 10 contains 75220 members 
Mstep: Class 11 contains 82293 members 
Mstep: Class 12 contains 69470 members 
Mstep: Class 13 contains 78885 members 
Mstep: Class 14 contains 41585 members 
Mstep: Class 16 contains 40622 members 
Mstep: Class 17 contains 50447 members 
Mstep: Class 21 contains 683 members 
Mstep: Class 22 contains 5607 members 
Entering Unmasked Estep 
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Iteration 249Q: 15 clusters Score -7.556251e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 13030 members 
Mstep: Class 5 contains 31431 members 
Mstep: Class 6 contains 74913 members 
Mstep: Class 9 contains 52519 members 
Mstep: Class 10 contains 75221 members 
Mstep: Class 11 contains 82319 members 
Mstep: Class 12 contains 69477 members 
Mstep: Class 13 contains 78892 members 
Mstep: Class 14 contains 41583 members 
Mstep: Class 16 contains 40622 members 
Mstep: Class 17 contains 50436 members 
Mstep: Class 21 contains 683 members 
Mstep: Class 22 contains 5616 members 
Entering Unmasked Estep 
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Iteration 250Q: 15 clusters Score -7.556244e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 12965 members 
Mstep: Class 5 contains 31458 members 
Mstep: Class 6 contains 74914 members 
Mstep: Class 9 contains 52518 members 
Mstep: Class 10 contains 75221 members 
Mstep: Class 11 contains 82342 members 
Mstep: Class 12 contains 69488 members 
Mstep: Class 13 contains 78900 members 
Mstep: Class 14 contains 41583 members 
Mstep: Class 16 contains 40623 members 
Mstep: Class 17 contains 50415 members 
Mstep: Class 21 contains 682 members 
Mstep: Class 22 contains 5626 members 
Entering Unmasked Estep 
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Iteration 251Q: 15 clusters Score -7.556243e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 12890 members 
Mstep: Class 5 contains 31497 members 
Mstep: Class 6 contains 74918 members 
Mstep: Class 9 contains 52548 members 
Mstep: Class 10 contains 75220 members 
Mstep: Class 11 contains 82337 members 
Mstep: Class 12 contains 69499 members 
Mstep: Class 13 contains 78893 members 
Mstep: Class 14 contains 41581 members 
Mstep: Class 16 contains 40631 members 
Mstep: Class 17 contains 50397 members 
Mstep: Class 21 contains 680 members 
Mstep: Class 22 contains 5636 members 
Entering Unmasked Estep 
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Iteration 252Q: 15 clusters Score -7.556253e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 12797 members 
Mstep: Class 5 contains 31538 members 
Mstep: Class 6 contains 74924 members 
Mstep: Class 9 contains 52551 members 
Mstep: Class 10 contains 75211 members 
Mstep: Class 11 contains 82373 members 
Mstep: Class 12 contains 69524 members 
Mstep: Class 13 contains 78888 members 
Mstep: Class 14 contains 41575 members 
Mstep: Class 16 contains 40636 members 
Mstep: Class 17 contains 50375 members 
Mstep: Class 21 contains 676 members 
Mstep: Class 22 contains 5645 members 
Entering Unmasked Estep 
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Iteration 253Q: 15 clusters Score -7.55625e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 12694 members 
Mstep: Class 5 contains 31594 members 
Mstep: Class 6 contains 74932 members 
Mstep: Class 9 contains 52558 members 
Mstep: Class 10 contains 75199 members 
Mstep: Class 11 contains 82416 members 
Mstep: Class 12 contains 69535 members 
Mstep: Class 13 contains 78881 members 
Mstep: Class 14 contains 41573 members 
Mstep: Class 16 contains 40635 members 
Mstep: Class 17 contains 50355 members 
Mstep: Class 21 contains 674 members 
Mstep: Class 22 contains 5653 members 
Entering Unmasked Estep 
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Iteration 254Q: 15 clusters Score -7.556246e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 12587 members 
Mstep: Class 5 contains 31647 members 
Mstep: Class 6 contains 74930 members 
Mstep: Class 9 contains 52596 members 
Mstep: Class 10 contains 75185 members 
Mstep: Class 11 contains 82457 members 
Mstep: Class 12 contains 69528 members 
Mstep: Class 13 contains 78878 members 
Mstep: Class 14 contains 41575 members 
Mstep: Class 16 contains 40632 members 
Mstep: Class 17 contains 50338 members 
Mstep: Class 21 contains 673 members 
Mstep: Class 22 contains 5661 members 
Entering Unmasked Estep 
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Iteration 255Q: 15 clusters Score -7.556268e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 12479 members 
Mstep: Class 5 contains 31709 members 
Mstep: Class 6 contains 74923 members 
Mstep: Class 9 contains 52617 members 
Mstep: Class 10 contains 75169 members 
Mstep: Class 11 contains 82481 members 
Mstep: Class 12 contains 69520 members 
Mstep: Class 13 contains 78894 members 
Mstep: Class 14 contains 41576 members 
Mstep: Class 16 contains 40630 members 
Mstep: Class 17 contains 50330 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 5674 members 
Entering Unmasked Estep 
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Iteration 256Q: 15 clusters Score -7.556275e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 12361 members 
Mstep: Class 5 contains 31765 members 
Mstep: Class 6 contains 74912 members 
Mstep: Class 9 contains 52643 members 
Mstep: Class 10 contains 75145 members 
Mstep: Class 11 contains 82492 members 
Mstep: Class 12 contains 69519 members 
Mstep: Class 13 contains 78920 members 
Mstep: Class 14 contains 41577 members 
Mstep: Class 16 contains 40627 members 
Mstep: Class 17 contains 50323 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 5699 members 
Entering Unmasked Estep 
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Iteration 257Q: 15 clusters Score -7.556272e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 12237 members 
Mstep: Class 5 contains 31806 members 
Mstep: Class 6 contains 74912 members 
Mstep: Class 9 contains 52684 members 
Mstep: Class 10 contains 75135 members 
Mstep: Class 11 contains 82525 members 
Mstep: Class 12 contains 69507 members 
Mstep: Class 13 contains 78939 members 
Mstep: Class 14 contains 41572 members 
Mstep: Class 16 contains 40624 members 
Mstep: Class 17 contains 50309 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 5720 members 
Entering Unmasked Estep 
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Iteration 258Q: 15 clusters Score -7.556262e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 12100 members 
Mstep: Class 5 contains 31853 members 
Mstep: Class 6 contains 74908 members 
Mstep: Class 9 contains 52720 members 
Mstep: Class 10 contains 75158 members 
Mstep: Class 11 contains 82565 members 
Mstep: Class 12 contains 69492 members 
Mstep: Class 13 contains 78947 members 
Mstep: Class 14 contains 41563 members 
Mstep: Class 16 contains 40629 members 
Mstep: Class 17 contains 50283 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 5741 members 
Entering Unmasked Estep 
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Iteration 259Q: 15 clusters Score -7.556279e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 11950 members 
Mstep: Class 5 contains 31893 members 
Mstep: Class 6 contains 74913 members 
Mstep: Class 9 contains 52752 members 
Mstep: Class 10 contains 75166 members 
Mstep: Class 11 contains 82600 members 
Mstep: Class 12 contains 69494 members 
Mstep: Class 13 contains 78951 members 
Mstep: Class 14 contains 41568 members 
Mstep: Class 16 contains 40642 members 
Mstep: Class 17 contains 50253 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 5765 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 260F: 15 clusters Score -7.556278e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 11802 members 
Mstep: Class 5 contains 31941 members 
Mstep: Class 6 contains 74916 members 
Mstep: Class 9 contains 52804 members 
Mstep: Class 10 contains 75187 members 
Mstep: Class 11 contains 82638 members 
Mstep: Class 12 contains 69467 members 
Mstep: Class 13 contains 78954 members 
Mstep: Class 14 contains 41566 members 
Mstep: Class 16 contains 40644 members 
Mstep: Class 17 contains 50221 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 5794 members 
Entering Unmasked Estep 
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Iteration 261Q: 15 clusters Score -7.556269e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 11666 members 
Mstep: Class 5 contains 31981 members 
Mstep: Class 6 contains 74922 members 
Mstep: Class 9 contains 52860 members 
Mstep: Class 10 contains 75195 members 
Mstep: Class 11 contains 82651 members 
Mstep: Class 12 contains 69443 members 
Mstep: Class 13 contains 78968 members 
Mstep: Class 14 contains 41566 members 
Mstep: Class 16 contains 40647 members 
Mstep: Class 17 contains 50194 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 5820 members 
Entering Unmasked Estep 
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Iteration 262Q: 15 clusters Score -7.556274e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 11536 members 
Mstep: Class 5 contains 32008 members 
Mstep: Class 6 contains 74915 members 
Mstep: Class 9 contains 52904 members 
Mstep: Class 10 contains 75217 members 
Mstep: Class 11 contains 82662 members 
Mstep: Class 12 contains 69422 members 
Mstep: Class 13 contains 78989 members 
Mstep: Class 14 contains 41568 members 
Mstep: Class 16 contains 40652 members 
Mstep: Class 17 contains 50168 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 5851 members 
Entering Unmasked Estep 
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Iteration 263Q: 15 clusters Score -7.556266e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 11385 members 
Mstep: Class 5 contains 32046 members 
Mstep: Class 6 contains 74920 members 
Mstep: Class 9 contains 52958 members 
Mstep: Class 10 contains 75213 members 
Mstep: Class 11 contains 82703 members 
Mstep: Class 12 contains 69404 members 
Mstep: Class 13 contains 79005 members 
Mstep: Class 14 contains 41570 members 
Mstep: Class 16 contains 40657 members 
Mstep: Class 17 contains 50136 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 5878 members 
Entering Unmasked Estep 
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Iteration 264Q: 15 clusters Score -7.556258e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 11229 members 
Mstep: Class 5 contains 32079 members 
Mstep: Class 6 contains 74917 members 
Mstep: Class 9 contains 53036 members 
Mstep: Class 10 contains 75193 members 
Mstep: Class 11 contains 82764 members 
Mstep: Class 12 contains 69397 members 
Mstep: Class 13 contains 79016 members 
Mstep: Class 14 contains 41577 members 
Mstep: Class 16 contains 40659 members 
Mstep: Class 17 contains 50095 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 5896 members 
Entering Unmasked Estep 
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Iteration 265Q: 15 clusters Score -7.556265e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 11082 members 
Mstep: Class 5 contains 32114 members 
Mstep: Class 6 contains 74928 members 
Mstep: Class 9 contains 53073 members 
Mstep: Class 10 contains 75181 members 
Mstep: Class 11 contains 82808 members 
Mstep: Class 12 contains 69403 members 
Mstep: Class 13 contains 79027 members 
Mstep: Class 14 contains 41573 members 
Mstep: Class 16 contains 40670 members 
Mstep: Class 17 contains 50067 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 5919 members 
Entering Unmasked Estep 
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Iteration 266Q: 15 clusters Score -7.556264e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 10932 members 
Mstep: Class 5 contains 32164 members 
Mstep: Class 6 contains 74934 members 
Mstep: Class 9 contains 53111 members 
Mstep: Class 10 contains 75154 members 
Mstep: Class 11 contains 82850 members 
Mstep: Class 12 contains 69402 members 
Mstep: Class 13 contains 79051 members 
Mstep: Class 14 contains 41579 members 
Mstep: Class 16 contains 40682 members 
Mstep: Class 17 contains 50042 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 5928 members 
Entering Unmasked Estep 
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Iteration 267Q: 15 clusters Score -7.556262e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 10770 members 
Mstep: Class 5 contains 32232 members 
Mstep: Class 6 contains 74936 members 
Mstep: Class 9 contains 53156 members 
Mstep: Class 10 contains 75161 members 
Mstep: Class 11 contains 82878 members 
Mstep: Class 12 contains 69399 members 
Mstep: Class 13 contains 79069 members 
Mstep: Class 14 contains 41580 members 
Mstep: Class 16 contains 40684 members 
Mstep: Class 17 contains 50010 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 5946 members 
Entering Unmasked Estep 
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Iteration 268Q: 15 clusters Score -7.556284e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10608 members 
Mstep: Class 5 contains 32288 members 
Mstep: Class 6 contains 74946 members 
Mstep: Class 9 contains 53206 members 
Mstep: Class 10 contains 75143 members 
Mstep: Class 11 contains 82921 members 
Mstep: Class 12 contains 69396 members 
Mstep: Class 13 contains 79098 members 
Mstep: Class 14 contains 41578 members 
Mstep: Class 16 contains 40676 members 
Mstep: Class 17 contains 49984 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 5963 members 
Entering Unmasked Estep 
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Iteration 269Q: 15 clusters Score -7.556288e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 10446 members 
Mstep: Class 5 contains 32352 members 
Mstep: Class 6 contains 74960 members 
Mstep: Class 9 contains 53235 members 
Mstep: Class 10 contains 75141 members 
Mstep: Class 11 contains 82947 members 
Mstep: Class 12 contains 69386 members 
Mstep: Class 13 contains 79120 members 
Mstep: Class 14 contains 41580 members 
Mstep: Class 16 contains 40674 members 
Mstep: Class 17 contains 49962 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 5992 members 
Entering Unmasked Estep 
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Iteration 270Q: 15 clusters Score -7.556286e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 10300 members 
Mstep: Class 5 contains 32399 members 
Mstep: Class 6 contains 74960 members 
Mstep: Class 9 contains 53284 members 
Mstep: Class 10 contains 75139 members 
Mstep: Class 11 contains 82953 members 
Mstep: Class 12 contains 69362 members 
Mstep: Class 13 contains 79158 members 
Mstep: Class 14 contains 41587 members 
Mstep: Class 16 contains 40675 members 
Mstep: Class 17 contains 49948 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6016 members 
Entering Unmasked Estep 
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Iteration 271Q: 15 clusters Score -7.556297e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 5 contains 32456 members 
Mstep: Class 6 contains 74968 members 
Mstep: Class 9 contains 53316 members 
Mstep: Class 10 contains 75130 members 
Mstep: Class 11 contains 82936 members 
Mstep: Class 12 contains 69355 members 
Mstep: Class 13 contains 79206 members 
Mstep: Class 14 contains 41587 members 
Mstep: Class 16 contains 40673 members 
Mstep: Class 17 contains 49923 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6038 members 
Entering Unmasked Estep 
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Iteration 272Q: 15 clusters Score -7.556297e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 10067 members 
Mstep: Class 5 contains 32512 members 
Mstep: Class 6 contains 74962 members 
Mstep: Class 9 contains 53341 members 
Mstep: Class 10 contains 75128 members 
Mstep: Class 11 contains 82921 members 
Mstep: Class 12 contains 69348 members 
Mstep: Class 13 contains 79262 members 
Mstep: Class 14 contains 41588 members 
Mstep: Class 16 contains 40674 members 
Mstep: Class 17 contains 49904 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6055 members 
Entering Unmasked Estep 
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Iteration 273Q: 15 clusters Score -7.556297e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 9950 members 
Mstep: Class 5 contains 32555 members 
Mstep: Class 6 contains 74968 members 
Mstep: Class 9 contains 53339 members 
Mstep: Class 10 contains 75148 members 
Mstep: Class 11 contains 82892 members 
Mstep: Class 12 contains 69341 members 
Mstep: Class 13 contains 79318 members 
Mstep: Class 14 contains 41594 members 
Mstep: Class 16 contains 40679 members 
Mstep: Class 17 contains 49890 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75563008.000000 Penalty: 30347.412109
Iteration 274Q: 15 clusters Score -7.556301e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 9849 members 
Mstep: Class 5 contains 32590 members 
Mstep: Class 6 contains 74980 members 
Mstep: Class 9 contains 53356 members 
Mstep: Class 10 contains 75136 members 
Mstep: Class 11 contains 82893 members 
Mstep: Class 12 contains 69309 members 
Mstep: Class 13 contains 79374 members 
Mstep: Class 14 contains 41596 members 
Mstep: Class 16 contains 40683 members 
Mstep: Class 17 contains 49877 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75563056.000000 Penalty: 30347.412109
Iteration 275Q: 15 clusters Score -7.556306e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 9759 members 
Mstep: Class 5 contains 32610 members 
Mstep: Class 6 contains 74988 members 
Mstep: Class 9 contains 53395 members 
Mstep: Class 10 contains 75148 members 
Mstep: Class 11 contains 82863 members 
Mstep: Class 12 contains 69294 members 
Mstep: Class 13 contains 79413 members 
Mstep: Class 14 contains 41597 members 
Mstep: Class 16 contains 40679 members 
Mstep: Class 17 contains 49861 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75563248.000000 Penalty: 30347.412109
Iteration 276Q: 15 clusters Score -7.556325e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 9678 members 
Mstep: Class 5 contains 32630 members 
Mstep: Class 6 contains 74983 members 
Mstep: Class 9 contains 53441 members 
Mstep: Class 10 contains 75162 members 
Mstep: Class 11 contains 82833 members 
Mstep: Class 12 contains 69284 members 
Mstep: Class 13 contains 79429 members 
Mstep: Class 14 contains 41605 members 
Mstep: Class 16 contains 40681 members 
Mstep: Class 17 contains 49834 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75563272.000000 Penalty: 30347.412109
Iteration 277Q: 15 clusters Score -7.556327e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 9573 members 
Mstep: Class 5 contains 32659 members 
Mstep: Class 6 contains 74986 members 
Mstep: Class 9 contains 53481 members 
Mstep: Class 10 contains 75140 members 
Mstep: Class 11 contains 82824 members 
Mstep: Class 12 contains 69269 members 
Mstep: Class 13 contains 79466 members 
Mstep: Class 14 contains 41602 members 
Mstep: Class 16 contains 40690 members 
Mstep: Class 17 contains 49826 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75563464.000000 Penalty: 30347.412109
Iteration 278Q: 15 clusters Score -7.556346e+07 nChanged 661
Entering ConstructFrom: 
Score: -75563464.000000 Penalty: 30347.412109
Entering ConstructFrom: 
Trying to split cluster 1 (4913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Entering Unmasked Estep 
Score: -571198.125000 Penalty: 1381.191528
	Iteration 0F: 2 clusters Score -571198.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -567376.062500 Penalty: 2762.383057
	Iteration 0F: 3 clusters Score -567376.1 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -568502.375000 Penalty: 2762.383057
	Iteration 1F: 3 clusters Score -568502.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -569019.187500 Penalty: 2762.383057
	Iteration 2F: 3 clusters Score -569019.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -569696.875000 Penalty: 2762.383057
	Iteration 3F: 3 clusters Score -569696.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -570441.312500 Penalty: 2762.383057
	Iteration 4F: 3 clusters Score -570441.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -570986.187500 Penalty: 2762.383057
	Iteration 5F: 3 clusters Score -570986.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -571223.687500 Penalty: 2762.383057
	Iteration 6F: 3 clusters Score -571223.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -571333.500000 Penalty: 2762.383057
	Iteration 7Q: 3 clusters Score -571333.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -571402.687500 Penalty: 2762.383057
	Iteration 8Q: 3 clusters Score -571402.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -571443.812500 Penalty: 2762.383057
	Iteration 9Q: 3 clusters Score -571443.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -571471.562500 Penalty: 2762.383057
	Iteration 10Q: 3 clusters Score -571471.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -571491.312500 Penalty: 2762.383057
	Iteration 11Q: 3 clusters Score -571491.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -571504.562500 Penalty: 2762.383057
	Iteration 12Q: 3 clusters Score -571504.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -571512.437500 Penalty: 2762.383057
	Iteration 13Q: 3 clusters Score -571512.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -571519.687500 Penalty: 2762.383057
	Iteration 14Q: 3 clusters Score -571519.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -571524.500000 Penalty: 2762.383057
	Iteration 15Q: 3 clusters Score -571524.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -571529.750000 Penalty: 2762.383057
	Iteration 16Q: 3 clusters Score -571529.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -571534.187500 Penalty: 2762.383057
	Iteration 17Q: 3 clusters Score -571534.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -571539.437500 Penalty: 2762.383057
	Iteration 18Q: 3 clusters Score -571539.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -571543.500000 Penalty: 2762.383057
	Iteration 19Q: 3 clusters Score -571543.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -571547.812500 Penalty: 2762.383057
	Iteration 20F: 3 clusters Score -571547.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -571551.250000 Penalty: 2762.383057
	Iteration 21Q: 3 clusters Score -571551.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -571553.000000 Penalty: 2762.383057
	Iteration 22Q: 3 clusters Score -571553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -571557.000000 Penalty: 2762.383057
	Iteration 23Q: 3 clusters Score -571557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -571558.812500 Penalty: 2762.383057
	Iteration 24Q: 3 clusters Score -571558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -571558.625000 Penalty: 2762.383057
	Iteration 25Q: 3 clusters Score -571558.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -571560.062500 Penalty: 2762.383057
	Iteration 26Q: 3 clusters Score -571560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -571559.687500 Penalty: 2762.383057
	Iteration 27Q: 3 clusters Score -571559.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -571559.687500 Penalty: 2762.383057
	Iteration 28F: 3 clusters Score -571559.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 9468 members 
Mstep: Class 3 contains 372 members 
Mstep: Class 5 contains 32692 members 
Mstep: Class 6 contains 75006 members 
Mstep: Class 9 contains 53535 members 
Mstep: Class 10 contains 75120 members 
Mstep: Class 11 contains 82816 members 
Mstep: Class 12 contains 69261 members 
Mstep: Class 13 contains 79488 members 
Mstep: Class 14 contains 41603 members 
Mstep: Class 16 contains 40687 members 
Mstep: Class 17 contains 49804 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6191 members 
Entering Unmasked Estep 
Score: -75563024.000000 Penalty: 32515.083984
Splitting cluster 1 changes total score from -75563464.000000 to -75563024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (9468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Entering Unmasked Estep 
Score: -1178900.625000 Penalty: 1487.796875
	Iteration 0F: 2 clusters Score -1178901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1172075.375000 Penalty: 2975.593750
	Iteration 0F: 3 clusters Score -1172075 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1174259.250000 Penalty: 2975.593750
	Iteration 1F: 3 clusters Score -1174259 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1174509.875000 Penalty: 2975.593750
	Iteration 2F: 3 clusters Score -1174510 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1174732.625000 Penalty: 2975.593750
	Iteration 3F: 3 clusters Score -1174733 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1174938.000000 Penalty: 2975.593750
	Iteration 4Q: 3 clusters Score -1174938 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1175170.625000 Penalty: 2975.593750
	Iteration 5Q: 3 clusters Score -1175171 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1175443.500000 Penalty: 2975.593750
	Iteration 6Q: 3 clusters Score -1175444 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1175778.250000 Penalty: 2975.593750
	Iteration 7F: 3 clusters Score -1175778 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1176127.125000 Penalty: 2975.593750
	Iteration 8F: 3 clusters Score -1176127 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1176521.500000 Penalty: 2975.593750
	Iteration 9Q: 3 clusters Score -1176522 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1176851.375000 Penalty: 2975.593750
	Iteration 10Q: 3 clusters Score -1176851 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1177106.250000 Penalty: 2975.593750
	Iteration 11Q: 3 clusters Score -1177106 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1177312.750000 Penalty: 2975.593750
	Iteration 12Q: 3 clusters Score -1177313 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1177457.875000 Penalty: 2975.593750
	Iteration 13Q: 3 clusters Score -1177458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1177520.875000 Penalty: 2975.593750
	Iteration 14Q: 3 clusters Score -1177521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1177553.625000 Penalty: 2975.593750
	Iteration 15Q: 3 clusters Score -1177554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1177567.125000 Penalty: 2975.593750
	Iteration 16Q: 3 clusters Score -1177567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1177578.250000 Penalty: 2975.593750
	Iteration 17Q: 3 clusters Score -1177578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1177589.000000 Penalty: 2975.593750
	Iteration 18Q: 3 clusters Score -1177589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1177600.750000 Penalty: 2975.593750
	Iteration 19Q: 3 clusters Score -1177601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1177604.750000 Penalty: 2975.593750
	Iteration 20F: 3 clusters Score -1177605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1177606.000000 Penalty: 2975.593750
	Iteration 21Q: 3 clusters Score -1177606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1177610.000000 Penalty: 2975.593750
	Iteration 22Q: 3 clusters Score -1177610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1177615.375000 Penalty: 2975.593750
	Iteration 23Q: 3 clusters Score -1177615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1177623.125000 Penalty: 2975.593750
	Iteration 24Q: 3 clusters Score -1177623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1177626.375000 Penalty: 2975.593750
	Iteration 25Q: 3 clusters Score -1177626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1177628.875000 Penalty: 2975.593750
	Iteration 26Q: 3 clusters Score -1177629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1177630.500000 Penalty: 2975.593750
	Iteration 27Q: 3 clusters Score -1177630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1177631.125000 Penalty: 2975.593750
	Iteration 28Q: 3 clusters Score -1177631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1177633.375000 Penalty: 2975.593750
	Iteration 29Q: 3 clusters Score -1177633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1177633.375000 Penalty: 2975.593750
	Iteration 30F: 3 clusters Score -1177633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (32692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Entering Unmasked Estep 
Score: -3942058.500000 Penalty: 1689.168945
	Iteration 0F: 2 clusters Score -3942058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -3920077.750000 Penalty: 3378.337891
	Iteration 0F: 3 clusters Score -3920078 nChanged 15121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -3928254.750000 Penalty: 3378.337891
	Iteration 1F: 3 clusters Score -3928255 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3928639.000000 Penalty: 3378.337891
	Iteration 2Q: 3 clusters Score -3928639 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3929080.750000 Penalty: 3378.337891
	Iteration 3Q: 3 clusters Score -3929081 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -3929632.750000 Penalty: 3378.337891
	Iteration 4Q: 3 clusters Score -3929633 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3930298.250000 Penalty: 3378.337891
	Iteration 5Q: 3 clusters Score -3930298 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -3931192.500000 Penalty: 3378.337891
	Iteration 6Q: 3 clusters Score -3931192 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -3932433.750000 Penalty: 3378.337891
	Iteration 7F: 3 clusters Score -3932434 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3933985.500000 Penalty: 3378.337891
	Iteration 8F: 3 clusters Score -3933986 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -3935633.500000 Penalty: 3378.337891
	Iteration 9F: 3 clusters Score -3935634 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -3937289.250000 Penalty: 3378.337891
	Iteration 10F: 3 clusters Score -3937289 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -3938687.500000 Penalty: 3378.337891
	Iteration 11Q: 3 clusters Score -3938688 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -3939559.500000 Penalty: 3378.337891
	Iteration 12Q: 3 clusters Score -3939560 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -3940060.000000 Penalty: 3378.337891
	Iteration 13Q: 3 clusters Score -3940060 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -3940323.000000 Penalty: 3378.337891
	Iteration 14Q: 3 clusters Score -3940323 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -3940463.000000 Penalty: 3378.337891
	Iteration 15Q: 3 clusters Score -3940463 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -3940530.000000 Penalty: 3378.337891
	Iteration 16Q: 3 clusters Score -3940530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -3940575.000000 Penalty: 3378.337891
	Iteration 17Q: 3 clusters Score -3940575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -3940593.000000 Penalty: 3378.337891
	Iteration 18Q: 3 clusters Score -3940593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -3940597.500000 Penalty: 3378.337891
	Iteration 19Q: 3 clusters Score -3940598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -3940602.500000 Penalty: 3378.337891
	Iteration 20F: 3 clusters Score -3940602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -3940603.500000 Penalty: 3378.337891
	Iteration 21Q: 3 clusters Score -3940604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -3940612.500000 Penalty: 3378.337891
	Iteration 22Q: 3 clusters Score -3940612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -3940611.750000 Penalty: 3378.337891
	Iteration 23Q: 3 clusters Score -3940612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -3940611.750000 Penalty: 3378.337891
	Iteration 24F: 3 clusters Score -3940612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (75006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75006 members 
Entering Unmasked Estep 
Score: -9328263.000000 Penalty: 1824.115112
	Iteration 0F: 2 clusters Score -9328263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -9279693.000000 Penalty: 3648.230225
	Iteration 0F: 3 clusters Score -9279693 nChanged 35681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -9300460.000000 Penalty: 3648.230225
	Iteration 1F: 3 clusters Score -9300460 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -9301355.000000 Penalty: 3648.230225
	Iteration 2Q: 3 clusters Score -9301355 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -9302864.000000 Penalty: 3648.230225
	Iteration 3Q: 3 clusters Score -9302864 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -9305424.000000 Penalty: 3648.230225
	Iteration 4F: 3 clusters Score -9305424 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -9309434.000000 Penalty: 3648.230225
	Iteration 5F: 3 clusters Score -9309434 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 59682 members 
Entering Unmasked Estep 
Score: -9314889.000000 Penalty: 3648.230225
	Iteration 6F: 3 clusters Score -9314889 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -9320007.000000 Penalty: 3648.230225
	Iteration 7F: 3 clusters Score -9320007 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 68467 members 
Entering Unmasked Estep 
Score: -9323402.000000 Penalty: 3648.230225
	Iteration 8Q: 3 clusters Score -9323402 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -9325042.000000 Penalty: 3648.230225
	Iteration 9Q: 3 clusters Score -9325042 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -9325855.000000 Penalty: 3648.230225
	Iteration 10Q: 3 clusters Score -9325855 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -9326282.000000 Penalty: 3648.230225
	Iteration 11Q: 3 clusters Score -9326282 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 72559 members 
Entering Unmasked Estep 
Score: -9326488.000000 Penalty: 3648.230225
	Iteration 12Q: 3 clusters Score -9326488 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 72925 members 
Entering Unmasked Estep 
Score: -9326639.000000 Penalty: 3648.230225
	Iteration 13Q: 3 clusters Score -9326639 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 73187 members 
Entering Unmasked Estep 
Score: -9326726.000000 Penalty: 3648.230225
	Iteration 14Q: 3 clusters Score -9326726 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 73397 members 
Entering Unmasked Estep 
Score: -9326803.000000 Penalty: 3648.230225
	Iteration 15Q: 3 clusters Score -9326803 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -9326884.000000 Penalty: 3648.230225
	Iteration 16Q: 3 clusters Score -9326884 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 73731 members 
Entering Unmasked Estep 
Score: -9326932.000000 Penalty: 3648.230225
	Iteration 17Q: 3 clusters Score -9326932 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -9326980.000000 Penalty: 3648.230225
	Iteration 18Q: 3 clusters Score -9326980 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 73945 members 
Entering Unmasked Estep 
Score: -9327000.000000 Penalty: 3648.230225
	Iteration 19Q: 3 clusters Score -9327000 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -9327037.000000 Penalty: 3648.230225
	Iteration 20F: 3 clusters Score -9327037 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -9327079.000000 Penalty: 3648.230225
	Iteration 21Q: 3 clusters Score -9327079 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -9327094.000000 Penalty: 3648.230225
	Iteration 22Q: 3 clusters Score -9327094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 74254 members 
Entering Unmasked Estep 
Score: -9327110.000000 Penalty: 3648.230225
	Iteration 23Q: 3 clusters Score -9327110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -9327125.000000 Penalty: 3648.230225
	Iteration 24Q: 3 clusters Score -9327125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 74329 members 
Entering Unmasked Estep 
Score: -9327147.000000 Penalty: 3648.230225
	Iteration 25Q: 3 clusters Score -9327147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 74349 members 
Entering Unmasked Estep 
Score: -9327151.000000 Penalty: 3648.230225
	Iteration 26Q: 3 clusters Score -9327151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 74370 members 
Entering Unmasked Estep 
Score: -9327162.000000 Penalty: 3648.230225
	Iteration 27Q: 3 clusters Score -9327162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 74388 members 
Entering Unmasked Estep 
Score: -9327166.000000 Penalty: 3648.230225
	Iteration 28Q: 3 clusters Score -9327166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -9327179.000000 Penalty: 3648.230225
	Iteration 29Q: 3 clusters Score -9327179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
Score: -9327184.000000 Penalty: 3648.230225
	Iteration 30Q: 3 clusters Score -9327184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 74434 members 
Entering Unmasked Estep 
Score: -9327194.000000 Penalty: 3648.230225
	Iteration 31Q: 3 clusters Score -9327194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 74438 members 
Entering Unmasked Estep 
Score: -9327197.000000 Penalty: 3648.230225
	Iteration 32Q: 3 clusters Score -9327197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 74444 members 
Entering Unmasked Estep 
Score: -9327198.000000 Penalty: 3648.230225
	Iteration 33Q: 3 clusters Score -9327198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -9327198.000000 Penalty: 3648.230225
	Iteration 34Q: 3 clusters Score -9327198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -9327189.000000 Penalty: 3648.230225
	Iteration 35Q: 3 clusters Score -9327189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 74457 members 
Entering Unmasked Estep 
Score: -9327194.000000 Penalty: 3648.230225
	Iteration 36Q: 3 clusters Score -9327194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -9327198.000000 Penalty: 3648.230225
	Iteration 37Q: 3 clusters Score -9327198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 74461 members 
Entering Unmasked Estep 
Score: -9327200.000000 Penalty: 3648.230225
	Iteration 38Q: 3 clusters Score -9327200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 74464 members 
Entering Unmasked Estep 
Score: -9327203.000000 Penalty: 3648.230225
	Iteration 39Q: 3 clusters Score -9327203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 74468 members 
Entering Unmasked Estep 
Score: -9327200.000000 Penalty: 3648.230225
	Iteration 40F: 3 clusters Score -9327200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 74470 members 
Entering Unmasked Estep 
Score: -9327201.000000 Penalty: 3648.230225
	Iteration 41Q: 3 clusters Score -9327201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 74471 members 
Entering Unmasked Estep 
Score: -9327198.000000 Penalty: 3648.230225
	Iteration 42Q: 3 clusters Score -9327198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 74471 members 
Entering Unmasked Estep 
Score: -9327198.000000 Penalty: 3648.230225
	Iteration 43F: 3 clusters Score -9327198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (53535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Entering Unmasked Estep 
Score: -6661231.500000 Penalty: 1769.314819
	Iteration 0F: 2 clusters Score -6661232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -6626008.000000 Penalty: 3538.629639
	Iteration 0F: 3 clusters Score -6626008 nChanged 24982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -6640148.500000 Penalty: 3538.629639
	Iteration 1F: 3 clusters Score -6640148 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -6640702.500000 Penalty: 3538.629639
	Iteration 2Q: 3 clusters Score -6640702 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -6641374.500000 Penalty: 3538.629639
	Iteration 3Q: 3 clusters Score -6641374 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -6642395.000000 Penalty: 3538.629639
	Iteration 4Q: 3 clusters Score -6642395 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -6643981.500000 Penalty: 3538.629639
	Iteration 5F: 3 clusters Score -6643982 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -6646525.500000 Penalty: 3538.629639
	Iteration 6F: 3 clusters Score -6646526 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -6650415.000000 Penalty: 3538.629639
	Iteration 7F: 3 clusters Score -6650415 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -6654256.000000 Penalty: 3538.629639
	Iteration 8F: 3 clusters Score -6654256 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -6656149.000000 Penalty: 3538.629639
	Iteration 9Q: 3 clusters Score -6656149 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -6656861.000000 Penalty: 3538.629639
	Iteration 10Q: 3 clusters Score -6656861 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -6657222.500000 Penalty: 3538.629639
	Iteration 11Q: 3 clusters Score -6657222 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -6657497.500000 Penalty: 3538.629639
	Iteration 12Q: 3 clusters Score -6657498 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -6657731.000000 Penalty: 3538.629639
	Iteration 13Q: 3 clusters Score -6657731 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -6657959.500000 Penalty: 3538.629639
	Iteration 14Q: 3 clusters Score -6657960 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -6658151.500000 Penalty: 3538.629639
	Iteration 15Q: 3 clusters Score -6658152 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -6658342.000000 Penalty: 3538.629639
	Iteration 16Q: 3 clusters Score -6658342 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -6658548.500000 Penalty: 3538.629639
	Iteration 17Q: 3 clusters Score -6658548 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -6658748.500000 Penalty: 3538.629639
	Iteration 18Q: 3 clusters Score -6658748 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -6658906.000000 Penalty: 3538.629639
	Iteration 19Q: 3 clusters Score -6658906 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -6659057.000000 Penalty: 3538.629639
	Iteration 20F: 3 clusters Score -6659057 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -6659162.500000 Penalty: 3538.629639
	Iteration 21Q: 3 clusters Score -6659162 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -6659245.500000 Penalty: 3538.629639
	Iteration 22Q: 3 clusters Score -6659246 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -6659356.000000 Penalty: 3538.629639
	Iteration 23Q: 3 clusters Score -6659356 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -6659446.000000 Penalty: 3538.629639
	Iteration 24Q: 3 clusters Score -6659446 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -6659503.000000 Penalty: 3538.629639
	Iteration 25Q: 3 clusters Score -6659503 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -6659538.500000 Penalty: 3538.629639
	Iteration 26Q: 3 clusters Score -6659538 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -6659597.000000 Penalty: 3538.629639
	Iteration 27Q: 3 clusters Score -6659597 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -6659632.500000 Penalty: 3538.629639
	Iteration 28Q: 3 clusters Score -6659632 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -6659673.500000 Penalty: 3538.629639
	Iteration 29Q: 3 clusters Score -6659674 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -6659721.000000 Penalty: 3538.629639
	Iteration 30Q: 3 clusters Score -6659721 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -6659796.500000 Penalty: 3538.629639
	Iteration 31Q: 3 clusters Score -6659796 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -6659864.500000 Penalty: 3538.629639
	Iteration 32Q: 3 clusters Score -6659864 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -6659941.000000 Penalty: 3538.629639
	Iteration 33Q: 3 clusters Score -6659941 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 51516 members 
Entering Unmasked Estep 
Score: -6659969.000000 Penalty: 3538.629639
	Iteration 34Q: 3 clusters Score -6659969 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -6660003.000000 Penalty: 3538.629639
	Iteration 35Q: 3 clusters Score -6660003 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -6660045.000000 Penalty: 3538.629639
	Iteration 36Q: 3 clusters Score -6660045 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -6660068.000000 Penalty: 3538.629639
	Iteration 37Q: 3 clusters Score -6660068 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -6660071.500000 Penalty: 3538.629639
	Iteration 38Q: 3 clusters Score -6660072 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -6660073.500000 Penalty: 3538.629639
	Iteration 39Q: 3 clusters Score -6660074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 52036 members 
Entering Unmasked Estep 
Score: -6660091.000000 Penalty: 3538.629639
	Iteration 40F: 3 clusters Score -6660091 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -6660107.000000 Penalty: 3538.629639
	Iteration 41Q: 3 clusters Score -6660107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -6660112.500000 Penalty: 3538.629639
	Iteration 42Q: 3 clusters Score -6660112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -6660121.000000 Penalty: 3538.629639
	Iteration 43Q: 3 clusters Score -6660121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -6660135.500000 Penalty: 3538.629639
	Iteration 44Q: 3 clusters Score -6660136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -6660151.000000 Penalty: 3538.629639
	Iteration 45Q: 3 clusters Score -6660151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -6660150.000000 Penalty: 3538.629639
	Iteration 46Q: 3 clusters Score -6660150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -6660164.000000 Penalty: 3538.629639
	Iteration 47Q: 3 clusters Score -6660164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -6660151.000000 Penalty: 3538.629639
	Iteration 48Q: 3 clusters Score -6660151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -6660156.500000 Penalty: 3538.629639
	Iteration 49Q: 3 clusters Score -6660156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -6660161.500000 Penalty: 3538.629639
	Iteration 50Q: 3 clusters Score -6660162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -6660151.500000 Penalty: 3538.629639
	Iteration 51Q: 3 clusters Score -6660152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -6660167.000000 Penalty: 3538.629639
	Iteration 52Q: 3 clusters Score -6660167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -6660156.000000 Penalty: 3538.629639
	Iteration 53Q: 3 clusters Score -6660156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
Score: -6660152.000000 Penalty: 3538.629639
	Iteration 54Q: 3 clusters Score -6660152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -6660150.000000 Penalty: 3538.629639
	Iteration 55Q: 3 clusters Score -6660150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -6660155.500000 Penalty: 3538.629639
	Iteration 56Q: 3 clusters Score -6660156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -6660171.500000 Penalty: 3538.629639
	Iteration 57Q: 3 clusters Score -6660172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -6660177.000000 Penalty: 3538.629639
	Iteration 58Q: 3 clusters Score -6660177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -6660177.500000 Penalty: 3538.629639
	Iteration 59Q: 3 clusters Score -6660178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -6660196.000000 Penalty: 3538.629639
	Iteration 60F: 3 clusters Score -6660196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -6660181.000000 Penalty: 3538.629639
	Iteration 61Q: 3 clusters Score -6660181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -6660187.000000 Penalty: 3538.629639
	Iteration 62Q: 3 clusters Score -6660187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -6660181.500000 Penalty: 3538.629639
	Iteration 63Q: 3 clusters Score -6660182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -6660175.000000 Penalty: 3538.629639
	Iteration 64Q: 3 clusters Score -6660175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -6660182.000000 Penalty: 3538.629639
	Iteration 65Q: 3 clusters Score -6660182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -6660177.000000 Penalty: 3538.629639
	Iteration 66Q: 3 clusters Score -6660177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -6660177.000000 Penalty: 3538.629639
	Iteration 67F: 3 clusters Score -6660177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (75120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75120 members 
Entering Unmasked Estep 
Score: -9308203.000000 Penalty: 1824.361816
	Iteration 0F: 2 clusters Score -9308203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -9258779.000000 Penalty: 3648.723633
	Iteration 0F: 3 clusters Score -9258779 nChanged 35817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -9278900.000000 Penalty: 3648.723633
	Iteration 1F: 3 clusters Score -9278900 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -9279843.000000 Penalty: 3648.723633
	Iteration 2Q: 3 clusters Score -9279843 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -9281341.000000 Penalty: 3648.723633
	Iteration 3Q: 3 clusters Score -9281341 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -9284144.000000 Penalty: 3648.723633
	Iteration 4F: 3 clusters Score -9284144 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -9288777.000000 Penalty: 3648.723633
	Iteration 5F: 3 clusters Score -9288777 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -9295023.000000 Penalty: 3648.723633
	Iteration 6F: 3 clusters Score -9295023 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -9300355.000000 Penalty: 3648.723633
	Iteration 7F: 3 clusters Score -9300355 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 58377 members 
Entering Unmasked Estep 
Score: -9302670.000000 Penalty: 3648.723633
	Iteration 8Q: 3 clusters Score -9302670 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -9303380.000000 Penalty: 3648.723633
	Iteration 9Q: 3 clusters Score -9303380 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
Score: -9303704.000000 Penalty: 3648.723633
	Iteration 10Q: 3 clusters Score -9303704 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 59899 members 
Entering Unmasked Estep 
Score: -9303965.000000 Penalty: 3648.723633
	Iteration 11Q: 3 clusters Score -9303965 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 60271 members 
Entering Unmasked Estep 
Score: -9304129.000000 Penalty: 3648.723633
	Iteration 12Q: 3 clusters Score -9304129 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -9304273.000000 Penalty: 3648.723633
	Iteration 13Q: 3 clusters Score -9304273 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -9304421.000000 Penalty: 3648.723633
	Iteration 14Q: 3 clusters Score -9304421 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -9304544.000000 Penalty: 3648.723633
	Iteration 15Q: 3 clusters Score -9304544 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -9304647.000000 Penalty: 3648.723633
	Iteration 16Q: 3 clusters Score -9304647 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 61692 members 
Entering Unmasked Estep 
Score: -9304705.000000 Penalty: 3648.723633
	Iteration 17Q: 3 clusters Score -9304705 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 61919 members 
Entering Unmasked Estep 
Score: -9304765.000000 Penalty: 3648.723633
	Iteration 18Q: 3 clusters Score -9304765 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 62128 members 
Entering Unmasked Estep 
Score: -9304845.000000 Penalty: 3648.723633
	Iteration 19Q: 3 clusters Score -9304845 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -9304892.000000 Penalty: 3648.723633
	Iteration 20F: 3 clusters Score -9304892 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -9304913.000000 Penalty: 3648.723633
	Iteration 21Q: 3 clusters Score -9304913 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -9304928.000000 Penalty: 3648.723633
	Iteration 22Q: 3 clusters Score -9304928 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
Score: -9304989.000000 Penalty: 3648.723633
	Iteration 23Q: 3 clusters Score -9304989 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -9305038.000000 Penalty: 3648.723633
	Iteration 24Q: 3 clusters Score -9305038 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -9305092.000000 Penalty: 3648.723633
	Iteration 25Q: 3 clusters Score -9305092 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -9305131.000000 Penalty: 3648.723633
	Iteration 26Q: 3 clusters Score -9305131 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -9305188.000000 Penalty: 3648.723633
	Iteration 27Q: 3 clusters Score -9305188 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 63472 members 
Entering Unmasked Estep 
Score: -9305202.000000 Penalty: 3648.723633
	Iteration 28Q: 3 clusters Score -9305202 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
Score: -9305259.000000 Penalty: 3648.723633
	Iteration 29Q: 3 clusters Score -9305259 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 63781 members 
Entering Unmasked Estep 
Score: -9305318.000000 Penalty: 3648.723633
	Iteration 30Q: 3 clusters Score -9305318 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -9305362.000000 Penalty: 3648.723633
	Iteration 31Q: 3 clusters Score -9305362 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 64068 members 
Entering Unmasked Estep 
Score: -9305407.000000 Penalty: 3648.723633
	Iteration 32Q: 3 clusters Score -9305407 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -9305423.000000 Penalty: 3648.723633
	Iteration 33Q: 3 clusters Score -9305423 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -9305445.000000 Penalty: 3648.723633
	Iteration 34Q: 3 clusters Score -9305445 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -9305481.000000 Penalty: 3648.723633
	Iteration 35Q: 3 clusters Score -9305481 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -9305506.000000 Penalty: 3648.723633
	Iteration 36Q: 3 clusters Score -9305506 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 64681 members 
Entering Unmasked Estep 
Score: -9305533.000000 Penalty: 3648.723633
	Iteration 37Q: 3 clusters Score -9305533 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -9305563.000000 Penalty: 3648.723633
	Iteration 38Q: 3 clusters Score -9305563 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 64925 members 
Entering Unmasked Estep 
Score: -9305600.000000 Penalty: 3648.723633
	Iteration 39Q: 3 clusters Score -9305600 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -9305638.000000 Penalty: 3648.723633
	Iteration 40F: 3 clusters Score -9305638 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -9305644.000000 Penalty: 3648.723633
	Iteration 41Q: 3 clusters Score -9305644 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 65328 members 
Entering Unmasked Estep 
Score: -9305671.000000 Penalty: 3648.723633
	Iteration 42Q: 3 clusters Score -9305671 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -9305705.000000 Penalty: 3648.723633
	Iteration 43Q: 3 clusters Score -9305705 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -9305719.000000 Penalty: 3648.723633
	Iteration 44Q: 3 clusters Score -9305719 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 65727 members 
Entering Unmasked Estep 
Score: -9305760.000000 Penalty: 3648.723633
	Iteration 45Q: 3 clusters Score -9305760 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -9305782.000000 Penalty: 3648.723633
	Iteration 46Q: 3 clusters Score -9305782 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -9305821.000000 Penalty: 3648.723633
	Iteration 47Q: 3 clusters Score -9305821 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 66088 members 
Entering Unmasked Estep 
Score: -9305837.000000 Penalty: 3648.723633
	Iteration 48Q: 3 clusters Score -9305837 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 66213 members 
Entering Unmasked Estep 
Score: -9305866.000000 Penalty: 3648.723633
	Iteration 49Q: 3 clusters Score -9305866 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -9305887.000000 Penalty: 3648.723633
	Iteration 50Q: 3 clusters Score -9305887 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 66481 members 
Entering Unmasked Estep 
Score: -9305933.000000 Penalty: 3648.723633
	Iteration 51Q: 3 clusters Score -9305933 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 66616 members 
Entering Unmasked Estep 
Score: -9305951.000000 Penalty: 3648.723633
	Iteration 52Q: 3 clusters Score -9305951 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 66747 members 
Entering Unmasked Estep 
Score: -9306009.000000 Penalty: 3648.723633
	Iteration 53Q: 3 clusters Score -9306009 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 66872 members 
Entering Unmasked Estep 
Score: -9306027.000000 Penalty: 3648.723633
	Iteration 54Q: 3 clusters Score -9306027 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
Score: -9306054.000000 Penalty: 3648.723633
	Iteration 55Q: 3 clusters Score -9306054 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -9306081.000000 Penalty: 3648.723633
	Iteration 56Q: 3 clusters Score -9306081 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 67185 members 
Entering Unmasked Estep 
Score: -9306100.000000 Penalty: 3648.723633
	Iteration 57Q: 3 clusters Score -9306100 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 67293 members 
Entering Unmasked Estep 
Score: -9306126.000000 Penalty: 3648.723633
	Iteration 58Q: 3 clusters Score -9306126 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 67415 members 
Entering Unmasked Estep 
Score: -9306155.000000 Penalty: 3648.723633
	Iteration 59Q: 3 clusters Score -9306155 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 67541 members 
Entering Unmasked Estep 
Score: -9306188.000000 Penalty: 3648.723633
	Iteration 60F: 3 clusters Score -9306188 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
Score: -9306230.000000 Penalty: 3648.723633
	Iteration 61Q: 3 clusters Score -9306230 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -9306282.000000 Penalty: 3648.723633
	Iteration 62Q: 3 clusters Score -9306282 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 67936 members 
Entering Unmasked Estep 
Score: -9306320.000000 Penalty: 3648.723633
	Iteration 63Q: 3 clusters Score -9306320 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 68061 members 
Entering Unmasked Estep 
Score: -9306355.000000 Penalty: 3648.723633
	Iteration 64Q: 3 clusters Score -9306355 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 68193 members 
Entering Unmasked Estep 
Score: -9306445.000000 Penalty: 3648.723633
	Iteration 65Q: 3 clusters Score -9306445 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -9306514.000000 Penalty: 3648.723633
	Iteration 66Q: 3 clusters Score -9306514 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -9306586.000000 Penalty: 3648.723633
	Iteration 67Q: 3 clusters Score -9306586 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 68612 members 
Entering Unmasked Estep 
Score: -9306645.000000 Penalty: 3648.723633
	Iteration 68Q: 3 clusters Score -9306645 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -9306674.000000 Penalty: 3648.723633
	Iteration 69Q: 3 clusters Score -9306674 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -9306724.000000 Penalty: 3648.723633
	Iteration 70Q: 3 clusters Score -9306724 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 69124 members 
Entering Unmasked Estep 
Score: -9306814.000000 Penalty: 3648.723633
	Iteration 71Q: 3 clusters Score -9306814 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 69299 members 
Entering Unmasked Estep 
Score: -9306899.000000 Penalty: 3648.723633
	Iteration 72Q: 3 clusters Score -9306899 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 69468 members 
Entering Unmasked Estep 
Score: -9306950.000000 Penalty: 3648.723633
	Iteration 73Q: 3 clusters Score -9306950 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 69651 members 
Entering Unmasked Estep 
Score: -9307009.000000 Penalty: 3648.723633
	Iteration 74Q: 3 clusters Score -9307009 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 69847 members 
Entering Unmasked Estep 
Score: -9307061.000000 Penalty: 3648.723633
	Iteration 75Q: 3 clusters Score -9307061 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 70061 members 
Entering Unmasked Estep 
Score: -9307119.000000 Penalty: 3648.723633
	Iteration 76Q: 3 clusters Score -9307119 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 70266 members 
Entering Unmasked Estep 
Score: -9307130.000000 Penalty: 3648.723633
	Iteration 77Q: 3 clusters Score -9307130 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 70461 members 
Entering Unmasked Estep 
Score: -9307165.000000 Penalty: 3648.723633
	Iteration 78Q: 3 clusters Score -9307165 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 70660 members 
Entering Unmasked Estep 
Score: -9307195.000000 Penalty: 3648.723633
	Iteration 79Q: 3 clusters Score -9307195 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 70869 members 
Entering Unmasked Estep 
Score: -9307217.000000 Penalty: 3648.723633
	Iteration 80F: 3 clusters Score -9307217 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
Score: -9307284.000000 Penalty: 3648.723633
	Iteration 81Q: 3 clusters Score -9307284 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 71316 members 
Entering Unmasked Estep 
Score: -9307358.000000 Penalty: 3648.723633
	Iteration 82Q: 3 clusters Score -9307358 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -9307401.000000 Penalty: 3648.723633
	Iteration 83Q: 3 clusters Score -9307401 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -9307411.000000 Penalty: 3648.723633
	Iteration 84Q: 3 clusters Score -9307411 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 71980 members 
Entering Unmasked Estep 
Score: -9307449.000000 Penalty: 3648.723633
	Iteration 85Q: 3 clusters Score -9307449 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -9307466.000000 Penalty: 3648.723633
	Iteration 86Q: 3 clusters Score -9307466 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 72357 members 
Entering Unmasked Estep 
Score: -9307484.000000 Penalty: 3648.723633
	Iteration 87Q: 3 clusters Score -9307484 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -9307557.000000 Penalty: 3648.723633
	Iteration 88Q: 3 clusters Score -9307557 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 72677 members 
Entering Unmasked Estep 
Score: -9307555.000000 Penalty: 3648.723633
	Iteration 89Q: 3 clusters Score -9307555 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 72819 members 
Entering Unmasked Estep 
Score: -9307559.000000 Penalty: 3648.723633
	Iteration 90Q: 3 clusters Score -9307559 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 72973 members 
Entering Unmasked Estep 
Score: -9307552.000000 Penalty: 3648.723633
	Iteration 91Q: 3 clusters Score -9307552 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -9307590.000000 Penalty: 3648.723633
	Iteration 92Q: 3 clusters Score -9307590 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 73294 members 
Entering Unmasked Estep 
Score: -9307613.000000 Penalty: 3648.723633
	Iteration 93Q: 3 clusters Score -9307613 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 73406 members 
Entering Unmasked Estep 
Score: -9307641.000000 Penalty: 3648.723633
	Iteration 94Q: 3 clusters Score -9307641 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 73497 members 
Entering Unmasked Estep 
Score: -9307667.000000 Penalty: 3648.723633
	Iteration 95Q: 3 clusters Score -9307667 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 73567 members 
Entering Unmasked Estep 
Score: -9307638.000000 Penalty: 3648.723633
	Iteration 96Q: 3 clusters Score -9307638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 73627 members 
Entering Unmasked Estep 
Score: -9307639.000000 Penalty: 3648.723633
	Iteration 97Q: 3 clusters Score -9307639 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 73674 members 
Entering Unmasked Estep 
Score: -9307631.000000 Penalty: 3648.723633
	Iteration 98Q: 3 clusters Score -9307631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 73708 members 
Entering Unmasked Estep 
Score: -9307632.000000 Penalty: 3648.723633
	Iteration 99Q: 3 clusters Score -9307632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 73737 members 
Entering Unmasked Estep 
Score: -9307619.000000 Penalty: 3648.723633
	Iteration 100F: 3 clusters Score -9307619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -9307613.000000 Penalty: 3648.723633
	Iteration 101Q: 3 clusters Score -9307613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -9307607.000000 Penalty: 3648.723633
	Iteration 102Q: 3 clusters Score -9307607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 73797 members 
Entering Unmasked Estep 
Score: -9307617.000000 Penalty: 3648.723633
	Iteration 103Q: 3 clusters Score -9307617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 73818 members 
Entering Unmasked Estep 
Score: -9307614.000000 Penalty: 3648.723633
	Iteration 104Q: 3 clusters Score -9307614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 73833 members 
Entering Unmasked Estep 
Score: -9307622.000000 Penalty: 3648.723633
	Iteration 105Q: 3 clusters Score -9307622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 73852 members 
Entering Unmasked Estep 
Score: -9307628.000000 Penalty: 3648.723633
	Iteration 106Q: 3 clusters Score -9307628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 73866 members 
Entering Unmasked Estep 
Score: -9307613.000000 Penalty: 3648.723633
	Iteration 107Q: 3 clusters Score -9307613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 73879 members 
Entering Unmasked Estep 
Score: -9307609.000000 Penalty: 3648.723633
	Iteration 108Q: 3 clusters Score -9307609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 73888 members 
Entering Unmasked Estep 
Score: -9307610.000000 Penalty: 3648.723633
	Iteration 109Q: 3 clusters Score -9307610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 73890 members 
Entering Unmasked Estep 
Score: -9307610.000000 Penalty: 3648.723633
	Iteration 110Q: 3 clusters Score -9307610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 73892 members 
Entering Unmasked Estep 
Score: -9307611.000000 Penalty: 3648.723633
	Iteration 111Q: 3 clusters Score -9307611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
Score: -9307605.000000 Penalty: 3648.723633
	Iteration 112Q: 3 clusters Score -9307605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -9307612.000000 Penalty: 3648.723633
	Iteration 113Q: 3 clusters Score -9307612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 73899 members 
Entering Unmasked Estep 
Score: -9307610.000000 Penalty: 3648.723633
	Iteration 114Q: 3 clusters Score -9307610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 73903 members 
Entering Unmasked Estep 
Score: -9307621.000000 Penalty: 3648.723633
	Iteration 115Q: 3 clusters Score -9307621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 73906 members 
Entering Unmasked Estep 
Score: -9307615.000000 Penalty: 3648.723633
	Iteration 116Q: 3 clusters Score -9307615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 73907 members 
Entering Unmasked Estep 
Score: -9307614.000000 Penalty: 3648.723633
	Iteration 117Q: 3 clusters Score -9307614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -9307620.000000 Penalty: 3648.723633
	Iteration 118Q: 3 clusters Score -9307620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 73909 members 
Entering Unmasked Estep 
Score: -9307624.000000 Penalty: 3648.723633
	Iteration 119Q: 3 clusters Score -9307624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -9307618.000000 Penalty: 3648.723633
	Iteration 120F: 3 clusters Score -9307618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 73912 members 
Entering Unmasked Estep 
Score: -9307622.000000 Penalty: 3648.723633
	Iteration 121Q: 3 clusters Score -9307622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 73913 members 
Entering Unmasked Estep 
Score: -9307621.000000 Penalty: 3648.723633
	Iteration 122Q: 3 clusters Score -9307621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 73915 members 
Entering Unmasked Estep 
Score: -9307625.000000 Penalty: 3648.723633
	Iteration 123Q: 3 clusters Score -9307625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -9307621.000000 Penalty: 3648.723633
	Iteration 124Q: 3 clusters Score -9307621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -9307621.000000 Penalty: 3648.723633
	Iteration 125F: 3 clusters Score -9307621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82816 members 
Entering Unmasked Estep 
Score: -10306440.000000 Penalty: 1840.211060
	Iteration 0F: 2 clusters Score -1.030644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -10253746.000000 Penalty: 3680.422119
	Iteration 0F: 3 clusters Score -1.025375e+07 nChanged 39256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -10276717.000000 Penalty: 3680.422119
	Iteration 1F: 3 clusters Score -1.027672e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -10277736.000000 Penalty: 3680.422119
	Iteration 2Q: 3 clusters Score -1.027774e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -10279326.000000 Penalty: 3680.422119
	Iteration 3Q: 3 clusters Score -1.027933e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -10281850.000000 Penalty: 3680.422119
	Iteration 4F: 3 clusters Score -1.028185e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -10285958.000000 Penalty: 3680.422119
	Iteration 5F: 3 clusters Score -1.028596e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -10291389.000000 Penalty: 3680.422119
	Iteration 6F: 3 clusters Score -1.029139e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -10296879.000000 Penalty: 3680.422119
	Iteration 7F: 3 clusters Score -1.029688e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -10300534.000000 Penalty: 3680.422119
	Iteration 8F: 3 clusters Score -1.030053e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -10302391.000000 Penalty: 3680.422119
	Iteration 9Q: 3 clusters Score -1.030239e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -10303262.000000 Penalty: 3680.422119
	Iteration 10Q: 3 clusters Score -1.030326e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -10303860.000000 Penalty: 3680.422119
	Iteration 11Q: 3 clusters Score -1.030386e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 74602 members 
Entering Unmasked Estep 
Score: -10304416.000000 Penalty: 3680.422119
	Iteration 12Q: 3 clusters Score -1.030442e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 75959 members 
Entering Unmasked Estep 
Score: -10304795.000000 Penalty: 3680.422119
	Iteration 13Q: 3 clusters Score -1.03048e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 77123 members 
Entering Unmasked Estep 
Score: -10305086.000000 Penalty: 3680.422119
	Iteration 14Q: 3 clusters Score -1.030509e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 78107 members 
Entering Unmasked Estep 
Score: -10305287.000000 Penalty: 3680.422119
	Iteration 15Q: 3 clusters Score -1.030529e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 78924 members 
Entering Unmasked Estep 
Score: -10305386.000000 Penalty: 3680.422119
	Iteration 16Q: 3 clusters Score -1.030539e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -10305533.000000 Penalty: 3680.422119
	Iteration 17Q: 3 clusters Score -1.030553e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 80126 members 
Entering Unmasked Estep 
Score: -10305589.000000 Penalty: 3680.422119
	Iteration 18Q: 3 clusters Score -1.030559e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 80508 members 
Entering Unmasked Estep 
Score: -10305626.000000 Penalty: 3680.422119
	Iteration 19Q: 3 clusters Score -1.030563e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 80790 members 
Entering Unmasked Estep 
Score: -10305654.000000 Penalty: 3680.422119
	Iteration 20F: 3 clusters Score -1.030565e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -10305621.000000 Penalty: 3680.422119
	Iteration 21Q: 3 clusters Score -1.030562e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 81157 members 
Entering Unmasked Estep 
Score: -10305597.000000 Penalty: 3680.422119
	Iteration 22Q: 3 clusters Score -1.03056e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 81270 members 
Entering Unmasked Estep 
Score: -10305596.000000 Penalty: 3680.422119
	Iteration 23Q: 3 clusters Score -1.03056e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
Score: -10305573.000000 Penalty: 3680.422119
	Iteration 24Q: 3 clusters Score -1.030557e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 81449 members 
Entering Unmasked Estep 
Score: -10305529.000000 Penalty: 3680.422119
	Iteration 25Q: 3 clusters Score -1.030553e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -10305518.000000 Penalty: 3680.422119
	Iteration 26Q: 3 clusters Score -1.030552e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
Score: -10305516.000000 Penalty: 3680.422119
	Iteration 27Q: 3 clusters Score -1.030552e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 81624 members 
Entering Unmasked Estep 
Score: -10305505.000000 Penalty: 3680.422119
	Iteration 28Q: 3 clusters Score -1.03055e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 81673 members 
Entering Unmasked Estep 
Score: -10305480.000000 Penalty: 3680.422119
	Iteration 29Q: 3 clusters Score -1.030548e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 81710 members 
Entering Unmasked Estep 
Score: -10305453.000000 Penalty: 3680.422119
	Iteration 30Q: 3 clusters Score -1.030545e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
Score: -10305442.000000 Penalty: 3680.422119
	Iteration 31Q: 3 clusters Score -1.030544e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 81769 members 
Entering Unmasked Estep 
Score: -10305448.000000 Penalty: 3680.422119
	Iteration 32Q: 3 clusters Score -1.030545e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 81800 members 
Entering Unmasked Estep 
Score: -10305416.000000 Penalty: 3680.422119
	Iteration 33Q: 3 clusters Score -1.030542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 81822 members 
Entering Unmasked Estep 
Score: -10305414.000000 Penalty: 3680.422119
	Iteration 34Q: 3 clusters Score -1.030541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 81837 members 
Entering Unmasked Estep 
Score: -10305408.000000 Penalty: 3680.422119
	Iteration 35Q: 3 clusters Score -1.030541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 81852 members 
Entering Unmasked Estep 
Score: -10305394.000000 Penalty: 3680.422119
	Iteration 36Q: 3 clusters Score -1.030539e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 81866 members 
Entering Unmasked Estep 
Score: -10305407.000000 Penalty: 3680.422119
	Iteration 37Q: 3 clusters Score -1.030541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 81878 members 
Entering Unmasked Estep 
Score: -10305404.000000 Penalty: 3680.422119
	Iteration 38Q: 3 clusters Score -1.03054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 81886 members 
Entering Unmasked Estep 
Score: -10305393.000000 Penalty: 3680.422119
	Iteration 39Q: 3 clusters Score -1.030539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 81900 members 
Entering Unmasked Estep 
Score: -10305405.000000 Penalty: 3680.422119
	Iteration 40F: 3 clusters Score -1.03054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 81907 members 
Entering Unmasked Estep 
Score: -10305403.000000 Penalty: 3680.422119
	Iteration 41Q: 3 clusters Score -1.03054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 81913 members 
Entering Unmasked Estep 
Score: -10305394.000000 Penalty: 3680.422119
	Iteration 42Q: 3 clusters Score -1.030539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 81919 members 
Entering Unmasked Estep 
Score: -10305391.000000 Penalty: 3680.422119
	Iteration 43Q: 3 clusters Score -1.030539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 81921 members 
Entering Unmasked Estep 
Score: -10305381.000000 Penalty: 3680.422119
	Iteration 44Q: 3 clusters Score -1.030538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 81923 members 
Entering Unmasked Estep 
Score: -10305391.000000 Penalty: 3680.422119
	Iteration 45Q: 3 clusters Score -1.030539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 81926 members 
Entering Unmasked Estep 
Score: -10305393.000000 Penalty: 3680.422119
	Iteration 46Q: 3 clusters Score -1.030539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
Score: -10305394.000000 Penalty: 3680.422119
	Iteration 47Q: 3 clusters Score -1.030539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 81934 members 
Entering Unmasked Estep 
Score: -10305405.000000 Penalty: 3680.422119
	Iteration 48Q: 3 clusters Score -1.03054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 81939 members 
Entering Unmasked Estep 
Score: -10305401.000000 Penalty: 3680.422119
	Iteration 49Q: 3 clusters Score -1.03054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 81942 members 
Entering Unmasked Estep 
Score: -10305400.000000 Penalty: 3680.422119
	Iteration 50Q: 3 clusters Score -1.03054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 81945 members 
Entering Unmasked Estep 
Score: -10305393.000000 Penalty: 3680.422119
	Iteration 51Q: 3 clusters Score -1.030539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -10305391.000000 Penalty: 3680.422119
	Iteration 52Q: 3 clusters Score -1.030539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 81960 members 
Entering Unmasked Estep 
Score: -10305393.000000 Penalty: 3680.422119
	Iteration 53Q: 3 clusters Score -1.030539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 81971 members 
Entering Unmasked Estep 
Score: -10305388.000000 Penalty: 3680.422119
	Iteration 54Q: 3 clusters Score -1.030539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 81977 members 
Entering Unmasked Estep 
Score: -10305387.000000 Penalty: 3680.422119
	Iteration 55Q: 3 clusters Score -1.030539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 81982 members 
Entering Unmasked Estep 
Score: -10305389.000000 Penalty: 3680.422119
	Iteration 56Q: 3 clusters Score -1.030539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 81987 members 
Entering Unmasked Estep 
Score: -10305383.000000 Penalty: 3680.422119
	Iteration 57Q: 3 clusters Score -1.030538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -10305382.000000 Penalty: 3680.422119
	Iteration 58Q: 3 clusters Score -1.030538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 81999 members 
Entering Unmasked Estep 
Score: -10305380.000000 Penalty: 3680.422119
	Iteration 59Q: 3 clusters Score -1.030538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 82004 members 
Entering Unmasked Estep 
Score: -10305386.000000 Penalty: 3680.422119
	Iteration 60F: 3 clusters Score -1.030539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -10305381.000000 Penalty: 3680.422119
	Iteration 61Q: 3 clusters Score -1.030538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 82012 members 
Entering Unmasked Estep 
Score: -10305387.000000 Penalty: 3680.422119
	Iteration 62Q: 3 clusters Score -1.030539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 82015 members 
Entering Unmasked Estep 
Score: -10305378.000000 Penalty: 3680.422119
	Iteration 63Q: 3 clusters Score -1.030538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -10305381.000000 Penalty: 3680.422119
	Iteration 64Q: 3 clusters Score -1.030538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 82024 members 
Entering Unmasked Estep 
Score: -10305377.000000 Penalty: 3680.422119
	Iteration 65Q: 3 clusters Score -1.030538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -10305387.000000 Penalty: 3680.422119
	Iteration 66Q: 3 clusters Score -1.030539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 82037 members 
Entering Unmasked Estep 
Score: -10305385.000000 Penalty: 3680.422119
	Iteration 67Q: 3 clusters Score -1.030538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -10305381.000000 Penalty: 3680.422119
	Iteration 68Q: 3 clusters Score -1.030538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -10305373.000000 Penalty: 3680.422119
	Iteration 69Q: 3 clusters Score -1.030537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 82044 members 
Entering Unmasked Estep 
Score: -10305378.000000 Penalty: 3680.422119
	Iteration 70Q: 3 clusters Score -1.030538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 82047 members 
Entering Unmasked Estep 
Score: -10305367.000000 Penalty: 3680.422119
	Iteration 71Q: 3 clusters Score -1.030537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 82051 members 
Entering Unmasked Estep 
Score: -10305364.000000 Penalty: 3680.422119
	Iteration 72Q: 3 clusters Score -1.030536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -10305368.000000 Penalty: 3680.422119
	Iteration 73Q: 3 clusters Score -1.030537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 82055 members 
Entering Unmasked Estep 
Score: -10305363.000000 Penalty: 3680.422119
	Iteration 74Q: 3 clusters Score -1.030536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 82055 members 
Entering Unmasked Estep 
Score: -10305357.000000 Penalty: 3680.422119
	Iteration 75Q: 3 clusters Score -1.030536e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 82055 members 
Entering Unmasked Estep 
Score: -10305357.000000 Penalty: 3680.422119
	Iteration 76F: 3 clusters Score -1.030536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Entering Unmasked Estep 
Score: -8629885.000000 Penalty: 1811.166138
	Iteration 0F: 2 clusters Score -8629885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -8584562.000000 Penalty: 3622.332275
	Iteration 0F: 3 clusters Score -8584562 nChanged 32991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -8603681.000000 Penalty: 3622.332275
	Iteration 1F: 3 clusters Score -8603681 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -8604412.000000 Penalty: 3622.332275
	Iteration 2Q: 3 clusters Score -8604412 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -8605458.000000 Penalty: 3622.332275
	Iteration 3Q: 3 clusters Score -8605458 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -8606854.000000 Penalty: 3622.332275
	Iteration 4Q: 3 clusters Score -8606854 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -8608886.000000 Penalty: 3622.332275
	Iteration 5F: 3 clusters Score -8608886 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -8611738.000000 Penalty: 3622.332275
	Iteration 6F: 3 clusters Score -8611738 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -8615244.000000 Penalty: 3622.332275
	Iteration 7F: 3 clusters Score -8615244 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -8618887.000000 Penalty: 3622.332275
	Iteration 8F: 3 clusters Score -8618887 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -8621646.000000 Penalty: 3622.332275
	Iteration 9F: 3 clusters Score -8621646 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -8623257.000000 Penalty: 3622.332275
	Iteration 10Q: 3 clusters Score -8623257 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -8624231.000000 Penalty: 3622.332275
	Iteration 11Q: 3 clusters Score -8624231 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -8624832.000000 Penalty: 3622.332275
	Iteration 12Q: 3 clusters Score -8624832 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61910 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -8625243.000000 Penalty: 3622.332275
	Iteration 13Q: 3 clusters Score -8625243 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62852 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -8625738.000000 Penalty: 3622.332275
	Iteration 14Q: 3 clusters Score -8625738 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -8626204.000000 Penalty: 3622.332275
	Iteration 15Q: 3 clusters Score -8626204 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64367 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -8626588.000000 Penalty: 3622.332275
	Iteration 16Q: 3 clusters Score -8626588 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65003 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -8626946.000000 Penalty: 3622.332275
	Iteration 17Q: 3 clusters Score -8626946 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -8627216.000000 Penalty: 3622.332275
	Iteration 18Q: 3 clusters Score -8627216 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -8627432.000000 Penalty: 3622.332275
	Iteration 19Q: 3 clusters Score -8627432 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -8627593.000000 Penalty: 3622.332275
	Iteration 20F: 3 clusters Score -8627593 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -8627733.000000 Penalty: 3622.332275
	Iteration 21Q: 3 clusters Score -8627733 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67129 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8627823.000000 Penalty: 3622.332275
	Iteration 22Q: 3 clusters Score -8627823 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67342 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8627884.000000 Penalty: 3622.332275
	Iteration 23Q: 3 clusters Score -8627884 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67515 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8627955.000000 Penalty: 3622.332275
	Iteration 24Q: 3 clusters Score -8627955 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67682 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -8628004.000000 Penalty: 3622.332275
	Iteration 25Q: 3 clusters Score -8628004 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67832 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8628072.000000 Penalty: 3622.332275
	Iteration 26Q: 3 clusters Score -8628072 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67948 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8628088.000000 Penalty: 3622.332275
	Iteration 27Q: 3 clusters Score -8628088 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68037 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8628105.000000 Penalty: 3622.332275
	Iteration 28Q: 3 clusters Score -8628105 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68117 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8628158.000000 Penalty: 3622.332275
	Iteration 29Q: 3 clusters Score -8628158 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8628186.000000 Penalty: 3622.332275
	Iteration 30Q: 3 clusters Score -8628186 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8628194.000000 Penalty: 3622.332275
	Iteration 31Q: 3 clusters Score -8628194 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68300 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8628223.000000 Penalty: 3622.332275
	Iteration 32Q: 3 clusters Score -8628223 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8628235.000000 Penalty: 3622.332275
	Iteration 33Q: 3 clusters Score -8628235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8628237.000000 Penalty: 3622.332275
	Iteration 34Q: 3 clusters Score -8628237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68391 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8628245.000000 Penalty: 3622.332275
	Iteration 35Q: 3 clusters Score -8628245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68410 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8628268.000000 Penalty: 3622.332275
	Iteration 36Q: 3 clusters Score -8628268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68434 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8628282.000000 Penalty: 3622.332275
	Iteration 37Q: 3 clusters Score -8628282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68453 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8628296.000000 Penalty: 3622.332275
	Iteration 38Q: 3 clusters Score -8628296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8628310.000000 Penalty: 3622.332275
	Iteration 39Q: 3 clusters Score -8628310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68485 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8628314.000000 Penalty: 3622.332275
	Iteration 40F: 3 clusters Score -8628314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8628313.000000 Penalty: 3622.332275
	Iteration 41Q: 3 clusters Score -8628313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8628315.000000 Penalty: 3622.332275
	Iteration 42Q: 3 clusters Score -8628315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68514 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8628332.000000 Penalty: 3622.332275
	Iteration 43Q: 3 clusters Score -8628332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68520 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8628333.000000 Penalty: 3622.332275
	Iteration 44Q: 3 clusters Score -8628333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8628335.000000 Penalty: 3622.332275
	Iteration 45Q: 3 clusters Score -8628335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8628336.000000 Penalty: 3622.332275
	Iteration 46Q: 3 clusters Score -8628336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68550 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8628339.000000 Penalty: 3622.332275
	Iteration 47Q: 3 clusters Score -8628339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68562 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8628356.000000 Penalty: 3622.332275
	Iteration 48Q: 3 clusters Score -8628356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8628349.000000 Penalty: 3622.332275
	Iteration 49Q: 3 clusters Score -8628349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68581 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8628347.000000 Penalty: 3622.332275
	Iteration 50Q: 3 clusters Score -8628347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68594 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8628346.000000 Penalty: 3622.332275
	Iteration 51Q: 3 clusters Score -8628346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8628355.000000 Penalty: 3622.332275
	Iteration 52Q: 3 clusters Score -8628355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8628348.000000 Penalty: 3622.332275
	Iteration 53Q: 3 clusters Score -8628348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8628361.000000 Penalty: 3622.332275
	Iteration 54Q: 3 clusters Score -8628361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8628370.000000 Penalty: 3622.332275
	Iteration 55Q: 3 clusters Score -8628370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8628368.000000 Penalty: 3622.332275
	Iteration 56Q: 3 clusters Score -8628368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8628378.000000 Penalty: 3622.332275
	Iteration 57Q: 3 clusters Score -8628378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68667 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8628388.000000 Penalty: 3622.332275
	Iteration 58Q: 3 clusters Score -8628388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8628401.000000 Penalty: 3622.332275
	Iteration 59Q: 3 clusters Score -8628401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68686 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8628403.000000 Penalty: 3622.332275
	Iteration 60F: 3 clusters Score -8628403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8628414.000000 Penalty: 3622.332275
	Iteration 61Q: 3 clusters Score -8628414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8628411.000000 Penalty: 3622.332275
	Iteration 62Q: 3 clusters Score -8628411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8628414.000000 Penalty: 3622.332275
	Iteration 63Q: 3 clusters Score -8628414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8628416.000000 Penalty: 3622.332275
	Iteration 64Q: 3 clusters Score -8628416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68694 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8628411.000000 Penalty: 3622.332275
	Iteration 65Q: 3 clusters Score -8628411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68697 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8628413.000000 Penalty: 3622.332275
	Iteration 66Q: 3 clusters Score -8628413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8628411.000000 Penalty: 3622.332275
	Iteration 67Q: 3 clusters Score -8628411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8628406.000000 Penalty: 3622.332275
	Iteration 68Q: 3 clusters Score -8628406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68700 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8628403.000000 Penalty: 3622.332275
	Iteration 69Q: 3 clusters Score -8628403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8628400.000000 Penalty: 3622.332275
	Iteration 70Q: 3 clusters Score -8628400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8628400.000000 Penalty: 3622.332275
	Iteration 71F: 3 clusters Score -8628400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79488 members 
Entering Unmasked Estep 
Score: -9824206.000000 Penalty: 1833.546265
	Iteration 0F: 2 clusters Score -9824206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -9773221.000000 Penalty: 3667.092529
	Iteration 0F: 3 clusters Score -9773221 nChanged 38119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -9795846.000000 Penalty: 3667.092529
	Iteration 1F: 3 clusters Score -9795846 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -9796658.000000 Penalty: 3667.092529
	Iteration 2Q: 3 clusters Score -9796658 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -9797753.000000 Penalty: 3667.092529
	Iteration 3Q: 3 clusters Score -9797753 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -9799219.000000 Penalty: 3667.092529
	Iteration 4Q: 3 clusters Score -9799219 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -9801191.000000 Penalty: 3667.092529
	Iteration 5F: 3 clusters Score -9801191 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -9804369.000000 Penalty: 3667.092529
	Iteration 6F: 3 clusters Score -9804369 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -9808276.000000 Penalty: 3667.092529
	Iteration 7F: 3 clusters Score -9808276 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -9812109.000000 Penalty: 3667.092529
	Iteration 8F: 3 clusters Score -9812109 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -9814773.000000 Penalty: 3667.092529
	Iteration 9F: 3 clusters Score -9814773 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -9816486.000000 Penalty: 3667.092529
	Iteration 10Q: 3 clusters Score -9816486 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -9817612.000000 Penalty: 3667.092529
	Iteration 11Q: 3 clusters Score -9817612 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -9818479.000000 Penalty: 3667.092529
	Iteration 12Q: 3 clusters Score -9818479 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -9819218.000000 Penalty: 3667.092529
	Iteration 13Q: 3 clusters Score -9819218 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68663 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -9819735.000000 Penalty: 3667.092529
	Iteration 14Q: 3 clusters Score -9819735 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -9820229.000000 Penalty: 3667.092529
	Iteration 15Q: 3 clusters Score -9820229 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71235 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -9820613.000000 Penalty: 3667.092529
	Iteration 16Q: 3 clusters Score -9820613 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72393 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -9820897.000000 Penalty: 3667.092529
	Iteration 17Q: 3 clusters Score -9820897 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73388 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -9821161.000000 Penalty: 3667.092529
	Iteration 18Q: 3 clusters Score -9821161 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -9821521.000000 Penalty: 3667.092529
	Iteration 19Q: 3 clusters Score -9821521 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75021 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -9821797.000000 Penalty: 3667.092529
	Iteration 20F: 3 clusters Score -9821797 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -9822019.000000 Penalty: 3667.092529
	Iteration 21Q: 3 clusters Score -9822019 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -9822175.000000 Penalty: 3667.092529
	Iteration 22Q: 3 clusters Score -9822175 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76666 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -9822299.000000 Penalty: 3667.092529
	Iteration 23Q: 3 clusters Score -9822299 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77030 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -9822354.000000 Penalty: 3667.092529
	Iteration 24Q: 3 clusters Score -9822354 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -9822442.000000 Penalty: 3667.092529
	Iteration 25Q: 3 clusters Score -9822442 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -9822526.000000 Penalty: 3667.092529
	Iteration 26Q: 3 clusters Score -9822526 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77824 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9822603.000000 Penalty: 3667.092529
	Iteration 27Q: 3 clusters Score -9822603 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77999 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -9822702.000000 Penalty: 3667.092529
	Iteration 28Q: 3 clusters Score -9822702 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78138 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -9822744.000000 Penalty: 3667.092529
	Iteration 29Q: 3 clusters Score -9822744 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78251 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9822772.000000 Penalty: 3667.092529
	Iteration 30Q: 3 clusters Score -9822772 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9822784.000000 Penalty: 3667.092529
	Iteration 31Q: 3 clusters Score -9822784 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9822814.000000 Penalty: 3667.092529
	Iteration 32Q: 3 clusters Score -9822814 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9822816.000000 Penalty: 3667.092529
	Iteration 33Q: 3 clusters Score -9822816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -9822828.000000 Penalty: 3667.092529
	Iteration 34Q: 3 clusters Score -9822828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9822819.000000 Penalty: 3667.092529
	Iteration 35Q: 3 clusters Score -9822819 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78579 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9822850.000000 Penalty: 3667.092529
	Iteration 36Q: 3 clusters Score -9822850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78613 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9822852.000000 Penalty: 3667.092529
	Iteration 37Q: 3 clusters Score -9822852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78648 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9822859.000000 Penalty: 3667.092529
	Iteration 38Q: 3 clusters Score -9822859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78678 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9822874.000000 Penalty: 3667.092529
	Iteration 39Q: 3 clusters Score -9822874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9822883.000000 Penalty: 3667.092529
	Iteration 40F: 3 clusters Score -9822883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78729 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9822898.000000 Penalty: 3667.092529
	Iteration 41Q: 3 clusters Score -9822898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78745 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9822893.000000 Penalty: 3667.092529
	Iteration 42Q: 3 clusters Score -9822893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78754 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -9822911.000000 Penalty: 3667.092529
	Iteration 43Q: 3 clusters Score -9822911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78759 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9822920.000000 Penalty: 3667.092529
	Iteration 44Q: 3 clusters Score -9822920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78772 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9822923.000000 Penalty: 3667.092529
	Iteration 45Q: 3 clusters Score -9822923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9822923.000000 Penalty: 3667.092529
	Iteration 46Q: 3 clusters Score -9822923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78797 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9822943.000000 Penalty: 3667.092529
	Iteration 47Q: 3 clusters Score -9822943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78801 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9822942.000000 Penalty: 3667.092529
	Iteration 48Q: 3 clusters Score -9822942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9822932.000000 Penalty: 3667.092529
	Iteration 49Q: 3 clusters Score -9822932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78809 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9822939.000000 Penalty: 3667.092529
	Iteration 50Q: 3 clusters Score -9822939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9822944.000000 Penalty: 3667.092529
	Iteration 51Q: 3 clusters Score -9822944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9822944.000000 Penalty: 3667.092529
	Iteration 52F: 3 clusters Score -9822944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Entering Unmasked Estep 
Score: -5172124.000000 Penalty: 1728.338135
	Iteration 0F: 2 clusters Score -5172124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -5144174.000000 Penalty: 3456.676270
	Iteration 0F: 3 clusters Score -5144174 nChanged 19437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -5155302.500000 Penalty: 3456.676270
	Iteration 1F: 3 clusters Score -5155302 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -5156048.000000 Penalty: 3456.676270
	Iteration 2Q: 3 clusters Score -5156048 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -5156982.500000 Penalty: 3456.676270
	Iteration 3Q: 3 clusters Score -5156982 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -5158133.000000 Penalty: 3456.676270
	Iteration 4F: 3 clusters Score -5158133 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -5159530.000000 Penalty: 3456.676270
	Iteration 5F: 3 clusters Score -5159530 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -5161098.500000 Penalty: 3456.676270
	Iteration 6F: 3 clusters Score -5161098 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -5162783.500000 Penalty: 3456.676270
	Iteration 7F: 3 clusters Score -5162784 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -5164156.000000 Penalty: 3456.676270
	Iteration 8F: 3 clusters Score -5164156 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -5165048.500000 Penalty: 3456.676270
	Iteration 9Q: 3 clusters Score -5165048 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -5165482.500000 Penalty: 3456.676270
	Iteration 10Q: 3 clusters Score -5165482 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -5165747.000000 Penalty: 3456.676270
	Iteration 11Q: 3 clusters Score -5165747 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -5165910.000000 Penalty: 3456.676270
	Iteration 12Q: 3 clusters Score -5165910 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -5166036.000000 Penalty: 3456.676270
	Iteration 13Q: 3 clusters Score -5166036 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -5166195.000000 Penalty: 3456.676270
	Iteration 14Q: 3 clusters Score -5166195 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -5166352.500000 Penalty: 3456.676270
	Iteration 15Q: 3 clusters Score -5166352 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -5166497.500000 Penalty: 3456.676270
	Iteration 16Q: 3 clusters Score -5166498 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -5166659.000000 Penalty: 3456.676270
	Iteration 17Q: 3 clusters Score -5166659 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -5166831.500000 Penalty: 3456.676270
	Iteration 18Q: 3 clusters Score -5166832 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -5166990.500000 Penalty: 3456.676270
	Iteration 19Q: 3 clusters Score -5166990 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -5167158.000000 Penalty: 3456.676270
	Iteration 20F: 3 clusters Score -5167158 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -5167341.500000 Penalty: 3456.676270
	Iteration 21Q: 3 clusters Score -5167342 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -5167546.000000 Penalty: 3456.676270
	Iteration 22Q: 3 clusters Score -5167546 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -5167726.500000 Penalty: 3456.676270
	Iteration 23Q: 3 clusters Score -5167726 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -5167921.500000 Penalty: 3456.676270
	Iteration 24Q: 3 clusters Score -5167922 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -5168116.500000 Penalty: 3456.676270
	Iteration 25Q: 3 clusters Score -5168116 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -5168288.500000 Penalty: 3456.676270
	Iteration 26Q: 3 clusters Score -5168288 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -5168463.000000 Penalty: 3456.676270
	Iteration 27Q: 3 clusters Score -5168463 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -5168580.000000 Penalty: 3456.676270
	Iteration 28Q: 3 clusters Score -5168580 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -5168711.500000 Penalty: 3456.676270
	Iteration 29Q: 3 clusters Score -5168712 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -5168843.500000 Penalty: 3456.676270
	Iteration 30Q: 3 clusters Score -5168844 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -5169009.000000 Penalty: 3456.676270
	Iteration 31Q: 3 clusters Score -5169009 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -5169104.000000 Penalty: 3456.676270
	Iteration 32Q: 3 clusters Score -5169104 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -5169191.500000 Penalty: 3456.676270
	Iteration 33Q: 3 clusters Score -5169192 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -5169270.500000 Penalty: 3456.676270
	Iteration 34Q: 3 clusters Score -5169270 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -5169367.500000 Penalty: 3456.676270
	Iteration 35Q: 3 clusters Score -5169368 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -5169465.500000 Penalty: 3456.676270
	Iteration 36Q: 3 clusters Score -5169466 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -5169537.500000 Penalty: 3456.676270
	Iteration 37Q: 3 clusters Score -5169538 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -5169654.500000 Penalty: 3456.676270
	Iteration 38Q: 3 clusters Score -5169654 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -5169738.000000 Penalty: 3456.676270
	Iteration 39Q: 3 clusters Score -5169738 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -5169810.000000 Penalty: 3456.676270
	Iteration 40F: 3 clusters Score -5169810 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -5169857.500000 Penalty: 3456.676270
	Iteration 41Q: 3 clusters Score -5169858 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -5169955.500000 Penalty: 3456.676270
	Iteration 42Q: 3 clusters Score -5169956 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -5170025.000000 Penalty: 3456.676270
	Iteration 43Q: 3 clusters Score -5170025 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -5170077.500000 Penalty: 3456.676270
	Iteration 44Q: 3 clusters Score -5170078 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -5170125.500000 Penalty: 3456.676270
	Iteration 45Q: 3 clusters Score -5170126 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -5170176.500000 Penalty: 3456.676270
	Iteration 46Q: 3 clusters Score -5170176 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -5170227.500000 Penalty: 3456.676270
	Iteration 47Q: 3 clusters Score -5170228 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -5170242.500000 Penalty: 3456.676270
	Iteration 48Q: 3 clusters Score -5170242 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -5170288.000000 Penalty: 3456.676270
	Iteration 49Q: 3 clusters Score -5170288 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -5170336.000000 Penalty: 3456.676270
	Iteration 50Q: 3 clusters Score -5170336 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -5170394.500000 Penalty: 3456.676270
	Iteration 51Q: 3 clusters Score -5170394 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -5170415.500000 Penalty: 3456.676270
	Iteration 52Q: 3 clusters Score -5170416 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -5170458.000000 Penalty: 3456.676270
	Iteration 53Q: 3 clusters Score -5170458 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -5170494.000000 Penalty: 3456.676270
	Iteration 54Q: 3 clusters Score -5170494 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -5170504.000000 Penalty: 3456.676270
	Iteration 55Q: 3 clusters Score -5170504 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -5170514.000000 Penalty: 3456.676270
	Iteration 56Q: 3 clusters Score -5170514 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -5170554.000000 Penalty: 3456.676270
	Iteration 57Q: 3 clusters Score -5170554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -5170559.000000 Penalty: 3456.676270
	Iteration 58Q: 3 clusters Score -5170559 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -5170582.000000 Penalty: 3456.676270
	Iteration 59Q: 3 clusters Score -5170582 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -5170609.000000 Penalty: 3456.676270
	Iteration 60F: 3 clusters Score -5170609 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -5170627.000000 Penalty: 3456.676270
	Iteration 61Q: 3 clusters Score -5170627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -5170650.000000 Penalty: 3456.676270
	Iteration 62Q: 3 clusters Score -5170650 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -5170653.500000 Penalty: 3456.676270
	Iteration 63Q: 3 clusters Score -5170654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -5170664.500000 Penalty: 3456.676270
	Iteration 64Q: 3 clusters Score -5170664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -5170668.000000 Penalty: 3456.676270
	Iteration 65Q: 3 clusters Score -5170668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -5170680.500000 Penalty: 3456.676270
	Iteration 66Q: 3 clusters Score -5170680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -5170691.000000 Penalty: 3456.676270
	Iteration 67Q: 3 clusters Score -5170691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -5170692.500000 Penalty: 3456.676270
	Iteration 68Q: 3 clusters Score -5170692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -5170695.500000 Penalty: 3456.676270
	Iteration 69Q: 3 clusters Score -5170696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -5170697.000000 Penalty: 3456.676270
	Iteration 70Q: 3 clusters Score -5170697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -5170708.000000 Penalty: 3456.676270
	Iteration 71Q: 3 clusters Score -5170708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -5170706.000000 Penalty: 3456.676270
	Iteration 72Q: 3 clusters Score -5170706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -5170717.500000 Penalty: 3456.676270
	Iteration 73Q: 3 clusters Score -5170718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -5170717.000000 Penalty: 3456.676270
	Iteration 74Q: 3 clusters Score -5170717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -5170718.000000 Penalty: 3456.676270
	Iteration 75Q: 3 clusters Score -5170718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -5170720.000000 Penalty: 3456.676270
	Iteration 76Q: 3 clusters Score -5170720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -5170717.500000 Penalty: 3456.676270
	Iteration 77Q: 3 clusters Score -5170718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -5170715.500000 Penalty: 3456.676270
	Iteration 78Q: 3 clusters Score -5170716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -5170713.500000 Penalty: 3456.676270
	Iteration 79Q: 3 clusters Score -5170714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -5170718.500000 Penalty: 3456.676270
	Iteration 80F: 3 clusters Score -5170718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -5170725.000000 Penalty: 3456.676270
	Iteration 81Q: 3 clusters Score -5170725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -5170730.500000 Penalty: 3456.676270
	Iteration 82Q: 3 clusters Score -5170730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -5170730.500000 Penalty: 3456.676270
	Iteration 83Q: 3 clusters Score -5170730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -5170738.500000 Penalty: 3456.676270
	Iteration 84Q: 3 clusters Score -5170738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -5170736.000000 Penalty: 3456.676270
	Iteration 85Q: 3 clusters Score -5170736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -5170738.500000 Penalty: 3456.676270
	Iteration 86Q: 3 clusters Score -5170738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -5170735.500000 Penalty: 3456.676270
	Iteration 87Q: 3 clusters Score -5170736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -5170734.500000 Penalty: 3456.676270
	Iteration 88Q: 3 clusters Score -5170734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -5170734.000000 Penalty: 3456.676270
	Iteration 89Q: 3 clusters Score -5170734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -5170734.000000 Penalty: 3456.676270
	Iteration 90F: 3 clusters Score -5170734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Entering Unmasked Estep 
Score: -5058742.500000 Penalty: 1724.720337
	Iteration 0F: 2 clusters Score -5058742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -5031563.500000 Penalty: 3449.440674
	Iteration 0F: 3 clusters Score -5031564 nChanged 18823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -5042310.500000 Penalty: 3449.440674
	Iteration 1F: 3 clusters Score -5042310 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -5043052.000000 Penalty: 3449.440674
	Iteration 2Q: 3 clusters Score -5043052 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -5044214.500000 Penalty: 3449.440674
	Iteration 3F: 3 clusters Score -5044214 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -5046018.500000 Penalty: 3449.440674
	Iteration 4F: 3 clusters Score -5046018 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -5048466.500000 Penalty: 3449.440674
	Iteration 5F: 3 clusters Score -5048466 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -5051268.000000 Penalty: 3449.440674
	Iteration 6F: 3 clusters Score -5051268 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -5053534.000000 Penalty: 3449.440674
	Iteration 7F: 3 clusters Score -5053534 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -5054757.000000 Penalty: 3449.440674
	Iteration 8Q: 3 clusters Score -5054757 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -5055263.000000 Penalty: 3449.440674
	Iteration 9Q: 3 clusters Score -5055263 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -5055563.000000 Penalty: 3449.440674
	Iteration 10Q: 3 clusters Score -5055563 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -5055778.000000 Penalty: 3449.440674
	Iteration 11Q: 3 clusters Score -5055778 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -5055941.000000 Penalty: 3449.440674
	Iteration 12Q: 3 clusters Score -5055941 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -5056091.000000 Penalty: 3449.440674
	Iteration 13Q: 3 clusters Score -5056091 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -5056233.000000 Penalty: 3449.440674
	Iteration 14Q: 3 clusters Score -5056233 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -5056348.000000 Penalty: 3449.440674
	Iteration 15Q: 3 clusters Score -5056348 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -5056453.500000 Penalty: 3449.440674
	Iteration 16Q: 3 clusters Score -5056454 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -5056552.000000 Penalty: 3449.440674
	Iteration 17Q: 3 clusters Score -5056552 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5056664.500000 Penalty: 3449.440674
	Iteration 18Q: 3 clusters Score -5056664 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -5056760.500000 Penalty: 3449.440674
	Iteration 19Q: 3 clusters Score -5056760 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -5056880.500000 Penalty: 3449.440674
	Iteration 20F: 3 clusters Score -5056880 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5056951.000000 Penalty: 3449.440674
	Iteration 21Q: 3 clusters Score -5056951 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5057022.000000 Penalty: 3449.440674
	Iteration 22Q: 3 clusters Score -5057022 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5057086.000000 Penalty: 3449.440674
	Iteration 23Q: 3 clusters Score -5057086 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5057145.500000 Penalty: 3449.440674
	Iteration 24Q: 3 clusters Score -5057146 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5057192.000000 Penalty: 3449.440674
	Iteration 25Q: 3 clusters Score -5057192 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5057235.000000 Penalty: 3449.440674
	Iteration 26Q: 3 clusters Score -5057235 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5057296.000000 Penalty: 3449.440674
	Iteration 27Q: 3 clusters Score -5057296 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5057346.500000 Penalty: 3449.440674
	Iteration 28Q: 3 clusters Score -5057346 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5057390.000000 Penalty: 3449.440674
	Iteration 29Q: 3 clusters Score -5057390 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5057442.000000 Penalty: 3449.440674
	Iteration 30Q: 3 clusters Score -5057442 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5057489.000000 Penalty: 3449.440674
	Iteration 31Q: 3 clusters Score -5057489 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5057511.000000 Penalty: 3449.440674
	Iteration 32Q: 3 clusters Score -5057511 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5057543.500000 Penalty: 3449.440674
	Iteration 33Q: 3 clusters Score -5057544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5057556.500000 Penalty: 3449.440674
	Iteration 34Q: 3 clusters Score -5057556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5057572.000000 Penalty: 3449.440674
	Iteration 35Q: 3 clusters Score -5057572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5057593.500000 Penalty: 3449.440674
	Iteration 36Q: 3 clusters Score -5057594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5057616.500000 Penalty: 3449.440674
	Iteration 37Q: 3 clusters Score -5057616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5057638.500000 Penalty: 3449.440674
	Iteration 38Q: 3 clusters Score -5057638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5057647.000000 Penalty: 3449.440674
	Iteration 39Q: 3 clusters Score -5057647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5057651.500000 Penalty: 3449.440674
	Iteration 40F: 3 clusters Score -5057652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5057657.000000 Penalty: 3449.440674
	Iteration 41Q: 3 clusters Score -5057657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5057663.500000 Penalty: 3449.440674
	Iteration 42Q: 3 clusters Score -5057664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5057660.500000 Penalty: 3449.440674
	Iteration 43Q: 3 clusters Score -5057660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5057664.500000 Penalty: 3449.440674
	Iteration 44Q: 3 clusters Score -5057664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5057660.500000 Penalty: 3449.440674
	Iteration 45Q: 3 clusters Score -5057660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5057663.000000 Penalty: 3449.440674
	Iteration 46Q: 3 clusters Score -5057663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5057663.000000 Penalty: 3449.440674
	Iteration 47F: 3 clusters Score -5057663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Entering Unmasked Estep 
Score: -6203115.500000 Penalty: 1757.575684
	Iteration 0F: 2 clusters Score -6203116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -6169966.500000 Penalty: 3515.151367
	Iteration 0F: 3 clusters Score -6169966 nChanged 23232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -6182763.000000 Penalty: 3515.151367
	Iteration 1F: 3 clusters Score -6182763 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -6183316.500000 Penalty: 3515.151367
	Iteration 2Q: 3 clusters Score -6183316 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -6183897.500000 Penalty: 3515.151367
	Iteration 3Q: 3 clusters Score -6183898 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -6184666.000000 Penalty: 3515.151367
	Iteration 4Q: 3 clusters Score -6184666 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -6185619.500000 Penalty: 3515.151367
	Iteration 5Q: 3 clusters Score -6185620 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -6187074.500000 Penalty: 3515.151367
	Iteration 6F: 3 clusters Score -6187074 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -6189162.500000 Penalty: 3515.151367
	Iteration 7F: 3 clusters Score -6189162 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -6191873.500000 Penalty: 3515.151367
	Iteration 8F: 3 clusters Score -6191874 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -6194371.000000 Penalty: 3515.151367
	Iteration 9F: 3 clusters Score -6194371 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -6195875.000000 Penalty: 3515.151367
	Iteration 10F: 3 clusters Score -6195875 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -6196445.000000 Penalty: 3515.151367
	Iteration 11Q: 3 clusters Score -6196445 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -6196739.500000 Penalty: 3515.151367
	Iteration 12Q: 3 clusters Score -6196740 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -6196991.500000 Penalty: 3515.151367
	Iteration 13Q: 3 clusters Score -6196992 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -6197141.500000 Penalty: 3515.151367
	Iteration 14Q: 3 clusters Score -6197142 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -6197239.500000 Penalty: 3515.151367
	Iteration 15Q: 3 clusters Score -6197240 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -6197349.000000 Penalty: 3515.151367
	Iteration 16Q: 3 clusters Score -6197349 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -6197437.500000 Penalty: 3515.151367
	Iteration 17Q: 3 clusters Score -6197438 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -6197538.000000 Penalty: 3515.151367
	Iteration 18Q: 3 clusters Score -6197538 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -6197574.000000 Penalty: 3515.151367
	Iteration 19Q: 3 clusters Score -6197574 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -6197674.500000 Penalty: 3515.151367
	Iteration 20F: 3 clusters Score -6197674 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -6197708.000000 Penalty: 3515.151367
	Iteration 21Q: 3 clusters Score -6197708 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -6197739.500000 Penalty: 3515.151367
	Iteration 22Q: 3 clusters Score -6197740 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -6197775.000000 Penalty: 3515.151367
	Iteration 23Q: 3 clusters Score -6197775 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -6197827.000000 Penalty: 3515.151367
	Iteration 24Q: 3 clusters Score -6197827 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -6197852.500000 Penalty: 3515.151367
	Iteration 25Q: 3 clusters Score -6197852 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -6197892.000000 Penalty: 3515.151367
	Iteration 26Q: 3 clusters Score -6197892 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -6197942.500000 Penalty: 3515.151367
	Iteration 27Q: 3 clusters Score -6197942 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -6197949.500000 Penalty: 3515.151367
	Iteration 28Q: 3 clusters Score -6197950 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -6197980.000000 Penalty: 3515.151367
	Iteration 29Q: 3 clusters Score -6197980 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -6198027.500000 Penalty: 3515.151367
	Iteration 30Q: 3 clusters Score -6198028 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -6198058.500000 Penalty: 3515.151367
	Iteration 31Q: 3 clusters Score -6198058 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -6198087.000000 Penalty: 3515.151367
	Iteration 32Q: 3 clusters Score -6198087 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -6198139.500000 Penalty: 3515.151367
	Iteration 33Q: 3 clusters Score -6198140 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -6198160.000000 Penalty: 3515.151367
	Iteration 34Q: 3 clusters Score -6198160 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -6198185.500000 Penalty: 3515.151367
	Iteration 35Q: 3 clusters Score -6198186 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -6198220.000000 Penalty: 3515.151367
	Iteration 36Q: 3 clusters Score -6198220 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -6198265.000000 Penalty: 3515.151367
	Iteration 37Q: 3 clusters Score -6198265 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -6198336.500000 Penalty: 3515.151367
	Iteration 38Q: 3 clusters Score -6198336 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -6198388.000000 Penalty: 3515.151367
	Iteration 39Q: 3 clusters Score -6198388 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -6198439.000000 Penalty: 3515.151367
	Iteration 40F: 3 clusters Score -6198439 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -6198480.000000 Penalty: 3515.151367
	Iteration 41Q: 3 clusters Score -6198480 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -6198536.000000 Penalty: 3515.151367
	Iteration 42Q: 3 clusters Score -6198536 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -6198579.000000 Penalty: 3515.151367
	Iteration 43Q: 3 clusters Score -6198579 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -6198667.000000 Penalty: 3515.151367
	Iteration 44Q: 3 clusters Score -6198667 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -6198696.500000 Penalty: 3515.151367
	Iteration 45Q: 3 clusters Score -6198696 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -6198757.000000 Penalty: 3515.151367
	Iteration 46Q: 3 clusters Score -6198757 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -6198814.500000 Penalty: 3515.151367
	Iteration 47Q: 3 clusters Score -6198814 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -6198844.000000 Penalty: 3515.151367
	Iteration 48Q: 3 clusters Score -6198844 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -6198946.500000 Penalty: 3515.151367
	Iteration 49Q: 3 clusters Score -6198946 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -6199074.500000 Penalty: 3515.151367
	Iteration 50Q: 3 clusters Score -6199074 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -6199154.000000 Penalty: 3515.151367
	Iteration 51Q: 3 clusters Score -6199154 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -6199217.500000 Penalty: 3515.151367
	Iteration 52Q: 3 clusters Score -6199218 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -6199370.500000 Penalty: 3515.151367
	Iteration 53Q: 3 clusters Score -6199370 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -6199472.500000 Penalty: 3515.151367
	Iteration 54Q: 3 clusters Score -6199472 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -6199567.500000 Penalty: 3515.151367
	Iteration 55Q: 3 clusters Score -6199568 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -6199663.500000 Penalty: 3515.151367
	Iteration 56Q: 3 clusters Score -6199664 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -6199764.000000 Penalty: 3515.151367
	Iteration 57Q: 3 clusters Score -6199764 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -6199878.000000 Penalty: 3515.151367
	Iteration 58Q: 3 clusters Score -6199878 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -6200007.500000 Penalty: 3515.151367
	Iteration 59Q: 3 clusters Score -6200008 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -6200092.500000 Penalty: 3515.151367
	Iteration 60F: 3 clusters Score -6200092 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -6200198.500000 Penalty: 3515.151367
	Iteration 61Q: 3 clusters Score -6200198 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -6200330.500000 Penalty: 3515.151367
	Iteration 62Q: 3 clusters Score -6200330 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -6200473.000000 Penalty: 3515.151367
	Iteration 63Q: 3 clusters Score -6200473 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -6200628.000000 Penalty: 3515.151367
	Iteration 64Q: 3 clusters Score -6200628 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -6200760.000000 Penalty: 3515.151367
	Iteration 65Q: 3 clusters Score -6200760 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -6200847.000000 Penalty: 3515.151367
	Iteration 66Q: 3 clusters Score -6200847 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -6200946.000000 Penalty: 3515.151367
	Iteration 67Q: 3 clusters Score -6200946 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -6201052.500000 Penalty: 3515.151367
	Iteration 68Q: 3 clusters Score -6201052 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -6201141.000000 Penalty: 3515.151367
	Iteration 69Q: 3 clusters Score -6201141 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -6201221.500000 Penalty: 3515.151367
	Iteration 70Q: 3 clusters Score -6201222 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -6201255.500000 Penalty: 3515.151367
	Iteration 71Q: 3 clusters Score -6201256 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -6201292.000000 Penalty: 3515.151367
	Iteration 72Q: 3 clusters Score -6201292 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -6201343.000000 Penalty: 3515.151367
	Iteration 73Q: 3 clusters Score -6201343 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -6201397.000000 Penalty: 3515.151367
	Iteration 74Q: 3 clusters Score -6201397 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -6201442.000000 Penalty: 3515.151367
	Iteration 75Q: 3 clusters Score -6201442 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -6201463.500000 Penalty: 3515.151367
	Iteration 76Q: 3 clusters Score -6201464 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -6201487.500000 Penalty: 3515.151367
	Iteration 77Q: 3 clusters Score -6201488 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -6201488.500000 Penalty: 3515.151367
	Iteration 78Q: 3 clusters Score -6201488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -6201498.000000 Penalty: 3515.151367
	Iteration 79Q: 3 clusters Score -6201498 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -6201521.500000 Penalty: 3515.151367
	Iteration 80F: 3 clusters Score -6201522 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -6201530.500000 Penalty: 3515.151367
	Iteration 81Q: 3 clusters Score -6201530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -6201553.500000 Penalty: 3515.151367
	Iteration 82Q: 3 clusters Score -6201554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -6201561.000000 Penalty: 3515.151367
	Iteration 83Q: 3 clusters Score -6201561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -6201580.500000 Penalty: 3515.151367
	Iteration 84Q: 3 clusters Score -6201580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -6201583.500000 Penalty: 3515.151367
	Iteration 85Q: 3 clusters Score -6201584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -6201606.000000 Penalty: 3515.151367
	Iteration 86Q: 3 clusters Score -6201606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -6201619.000000 Penalty: 3515.151367
	Iteration 87Q: 3 clusters Score -6201619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -6201624.500000 Penalty: 3515.151367
	Iteration 88Q: 3 clusters Score -6201624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -6201633.500000 Penalty: 3515.151367
	Iteration 89Q: 3 clusters Score -6201634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -6201656.000000 Penalty: 3515.151367
	Iteration 90Q: 3 clusters Score -6201656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -6201667.500000 Penalty: 3515.151367
	Iteration 91Q: 3 clusters Score -6201668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -6201678.000000 Penalty: 3515.151367
	Iteration 92Q: 3 clusters Score -6201678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -6201697.500000 Penalty: 3515.151367
	Iteration 93Q: 3 clusters Score -6201698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -6201703.000000 Penalty: 3515.151367
	Iteration 94Q: 3 clusters Score -6201703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -6201708.500000 Penalty: 3515.151367
	Iteration 95Q: 3 clusters Score -6201708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -6201705.500000 Penalty: 3515.151367
	Iteration 96Q: 3 clusters Score -6201706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -6201702.000000 Penalty: 3515.151367
	Iteration 97Q: 3 clusters Score -6201702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -6201705.000000 Penalty: 3515.151367
	Iteration 98Q: 3 clusters Score -6201705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -6201703.000000 Penalty: 3515.151367
	Iteration 99Q: 3 clusters Score -6201703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -6201701.500000 Penalty: 3515.151367
	Iteration 100F: 3 clusters Score -6201702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -6201698.000000 Penalty: 3515.151367
	Iteration 101Q: 3 clusters Score -6201698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -6201709.000000 Penalty: 3515.151367
	Iteration 102Q: 3 clusters Score -6201709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -6201704.500000 Penalty: 3515.151367
	Iteration 103Q: 3 clusters Score -6201704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -6201703.500000 Penalty: 3515.151367
	Iteration 104Q: 3 clusters Score -6201704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -6201703.500000 Penalty: 3515.151367
	Iteration 105Q: 3 clusters Score -6201704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -6201709.000000 Penalty: 3515.151367
	Iteration 106Q: 3 clusters Score -6201709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -6201709.000000 Penalty: 3515.151367
	Iteration 107F: 3 clusters Score -6201709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -82182.726562 Penalty: 1057.916992
	Iteration 0F: 2 clusters Score -82182.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -80973.046875 Penalty: 2115.833984
	Iteration 0F: 3 clusters Score -80973.05 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81167.664062 Penalty: 2115.833984
	Iteration 1F: 3 clusters Score -81167.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -81223.492188 Penalty: 2115.833984
	Iteration 2F: 3 clusters Score -81223.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -81245.648438 Penalty: 2115.833984
	Iteration 3Q: 3 clusters Score -81245.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -81261.796875 Penalty: 2115.833984
	Iteration 4Q: 3 clusters Score -81261.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -81264.281250 Penalty: 2115.833984
	Iteration 5Q: 3 clusters Score -81264.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -81265.171875 Penalty: 2115.833984
	Iteration 6Q: 3 clusters Score -81265.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -81265.171875 Penalty: 2115.833984
	Iteration 7F: 3 clusters Score -81265.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Entering Unmasked Estep 
Score: -775594.875000 Penalty: 1418.763428
	Iteration 0F: 2 clusters Score -775594.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -770891.062500 Penalty: 2837.526855
	Iteration 0F: 3 clusters Score -770891.1 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -772229.687500 Penalty: 2837.526855
	Iteration 1F: 3 clusters Score -772229.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -772394.000000 Penalty: 2837.526855
	Iteration 2F: 3 clusters Score -772394 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -772517.875000 Penalty: 2837.526855
	Iteration 3Q: 3 clusters Score -772517.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -772613.062500 Penalty: 2837.526855
	Iteration 4Q: 3 clusters Score -772613.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -772675.812500 Penalty: 2837.526855
	Iteration 5Q: 3 clusters Score -772675.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -772721.875000 Penalty: 2837.526855
	Iteration 6Q: 3 clusters Score -772721.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -772768.187500 Penalty: 2837.526855
	Iteration 7Q: 3 clusters Score -772768.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -772816.062500 Penalty: 2837.526855
	Iteration 8Q: 3 clusters Score -772816.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -772860.812500 Penalty: 2837.526855
	Iteration 9Q: 3 clusters Score -772860.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -772899.937500 Penalty: 2837.526855
	Iteration 10Q: 3 clusters Score -772899.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -772940.812500 Penalty: 2837.526855
	Iteration 11Q: 3 clusters Score -772940.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -772972.875000 Penalty: 2837.526855
	Iteration 12Q: 3 clusters Score -772972.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -773008.062500 Penalty: 2837.526855
	Iteration 13Q: 3 clusters Score -773008.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -773061.687500 Penalty: 2837.526855
	Iteration 14Q: 3 clusters Score -773061.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -773127.937500 Penalty: 2837.526855
	Iteration 15Q: 3 clusters Score -773127.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -773193.875000 Penalty: 2837.526855
	Iteration 16Q: 3 clusters Score -773193.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -773272.687500 Penalty: 2837.526855
	Iteration 17Q: 3 clusters Score -773272.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -773350.187500 Penalty: 2837.526855
	Iteration 18Q: 3 clusters Score -773350.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -773426.937500 Penalty: 2837.526855
	Iteration 19Q: 3 clusters Score -773426.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -773498.687500 Penalty: 2837.526855
	Iteration 20F: 3 clusters Score -773498.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -773552.625000 Penalty: 2837.526855
	Iteration 21Q: 3 clusters Score -773552.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -773583.187500 Penalty: 2837.526855
	Iteration 22Q: 3 clusters Score -773583.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -773603.937500 Penalty: 2837.526855
	Iteration 23Q: 3 clusters Score -773603.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -773617.187500 Penalty: 2837.526855
	Iteration 24Q: 3 clusters Score -773617.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -773627.437500 Penalty: 2837.526855
	Iteration 25Q: 3 clusters Score -773627.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -773637.062500 Penalty: 2837.526855
	Iteration 26Q: 3 clusters Score -773637.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -773647.500000 Penalty: 2837.526855
	Iteration 27Q: 3 clusters Score -773647.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -773654.500000 Penalty: 2837.526855
	Iteration 28Q: 3 clusters Score -773654.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -773663.312500 Penalty: 2837.526855
	Iteration 29Q: 3 clusters Score -773663.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -773671.500000 Penalty: 2837.526855
	Iteration 30Q: 3 clusters Score -773671.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -773677.125000 Penalty: 2837.526855
	Iteration 31Q: 3 clusters Score -773677.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -773683.062500 Penalty: 2837.526855
	Iteration 32Q: 3 clusters Score -773683.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -773688.250000 Penalty: 2837.526855
	Iteration 33Q: 3 clusters Score -773688.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -773690.875000 Penalty: 2837.526855
	Iteration 34Q: 3 clusters Score -773690.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -773693.687500 Penalty: 2837.526855
	Iteration 35Q: 3 clusters Score -773693.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -773696.062500 Penalty: 2837.526855
	Iteration 36Q: 3 clusters Score -773696.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -773701.500000 Penalty: 2837.526855
	Iteration 37Q: 3 clusters Score -773701.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -773709.312500 Penalty: 2837.526855
	Iteration 38Q: 3 clusters Score -773709.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -773716.250000 Penalty: 2837.526855
	Iteration 39Q: 3 clusters Score -773716.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -773719.875000 Penalty: 2837.526855
	Iteration 40F: 3 clusters Score -773719.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -773722.500000 Penalty: 2837.526855
	Iteration 41Q: 3 clusters Score -773722.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -773729.250000 Penalty: 2837.526855
	Iteration 42Q: 3 clusters Score -773729.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -773732.625000 Penalty: 2837.526855
	Iteration 43Q: 3 clusters Score -773732.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -773739.375000 Penalty: 2837.526855
	Iteration 44Q: 3 clusters Score -773739.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -773741.687500 Penalty: 2837.526855
	Iteration 45Q: 3 clusters Score -773741.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -773745.375000 Penalty: 2837.526855
	Iteration 46Q: 3 clusters Score -773745.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -773749.375000 Penalty: 2837.526855
	Iteration 47Q: 3 clusters Score -773749.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -773754.750000 Penalty: 2837.526855
	Iteration 48Q: 3 clusters Score -773754.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -773762.687500 Penalty: 2837.526855
	Iteration 49Q: 3 clusters Score -773762.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -773771.125000 Penalty: 2837.526855
	Iteration 50Q: 3 clusters Score -773771.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -773775.687500 Penalty: 2837.526855
	Iteration 51Q: 3 clusters Score -773775.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -773780.187500 Penalty: 2837.526855
	Iteration 52Q: 3 clusters Score -773780.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -773782.625000 Penalty: 2837.526855
	Iteration 53Q: 3 clusters Score -773782.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -773787.687500 Penalty: 2837.526855
	Iteration 54Q: 3 clusters Score -773787.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -773790.875000 Penalty: 2837.526855
	Iteration 55Q: 3 clusters Score -773790.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -773796.187500 Penalty: 2837.526855
	Iteration 56Q: 3 clusters Score -773796.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -773800.500000 Penalty: 2837.526855
	Iteration 57Q: 3 clusters Score -773800.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -773804.625000 Penalty: 2837.526855
	Iteration 58Q: 3 clusters Score -773804.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -773808.062500 Penalty: 2837.526855
	Iteration 59Q: 3 clusters Score -773808.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -773809.625000 Penalty: 2837.526855
	Iteration 60F: 3 clusters Score -773809.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -773813.500000 Penalty: 2837.526855
	Iteration 61Q: 3 clusters Score -773813.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -773815.250000 Penalty: 2837.526855
	Iteration 62Q: 3 clusters Score -773815.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -773816.500000 Penalty: 2837.526855
	Iteration 63Q: 3 clusters Score -773816.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -773817.875000 Penalty: 2837.526855
	Iteration 64Q: 3 clusters Score -773817.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -773819.625000 Penalty: 2837.526855
	Iteration 65Q: 3 clusters Score -773819.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -773819.312500 Penalty: 2837.526855
	Iteration 66Q: 3 clusters Score -773819.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -773820.500000 Penalty: 2837.526855
	Iteration 67Q: 3 clusters Score -773820.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -773825.062500 Penalty: 2837.526855
	Iteration 68Q: 3 clusters Score -773825.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -773828.250000 Penalty: 2837.526855
	Iteration 69Q: 3 clusters Score -773828.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -773828.062500 Penalty: 2837.526855
	Iteration 70Q: 3 clusters Score -773828.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -773831.062500 Penalty: 2837.526855
	Iteration 71Q: 3 clusters Score -773831.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -773832.875000 Penalty: 2837.526855
	Iteration 72Q: 3 clusters Score -773832.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -773835.062500 Penalty: 2837.526855
	Iteration 73Q: 3 clusters Score -773835.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -773834.000000 Penalty: 2837.526855
	Iteration 74Q: 3 clusters Score -773834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -773833.875000 Penalty: 2837.526855
	Iteration 75Q: 3 clusters Score -773833.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -773835.187500 Penalty: 2837.526855
	Iteration 76Q: 3 clusters Score -773835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -773837.375000 Penalty: 2837.526855
	Iteration 77Q: 3 clusters Score -773837.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -773837.375000 Penalty: 2837.526855
	Iteration 78Q: 3 clusters Score -773837.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -773838.250000 Penalty: 2837.526855
	Iteration 79Q: 3 clusters Score -773838.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -773839.062500 Penalty: 2837.526855
	Iteration 80F: 3 clusters Score -773839.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -773846.187500 Penalty: 2837.526855
	Iteration 81Q: 3 clusters Score -773846.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -773847.750000 Penalty: 2837.526855
	Iteration 82Q: 3 clusters Score -773847.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -773850.000000 Penalty: 2837.526855
	Iteration 83Q: 3 clusters Score -773850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -773850.562500 Penalty: 2837.526855
	Iteration 84Q: 3 clusters Score -773850.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -773853.062500 Penalty: 2837.526855
	Iteration 85Q: 3 clusters Score -773853.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -773854.812500 Penalty: 2837.526855
	Iteration 86Q: 3 clusters Score -773854.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -773857.437500 Penalty: 2837.526855
	Iteration 87Q: 3 clusters Score -773857.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -773859.250000 Penalty: 2837.526855
	Iteration 88Q: 3 clusters Score -773859.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -773860.687500 Penalty: 2837.526855
	Iteration 89Q: 3 clusters Score -773860.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -773863.125000 Penalty: 2837.526855
	Iteration 90Q: 3 clusters Score -773863.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -773865.625000 Penalty: 2837.526855
	Iteration 91Q: 3 clusters Score -773865.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -773868.562500 Penalty: 2837.526855
	Iteration 92Q: 3 clusters Score -773868.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -773872.250000 Penalty: 2837.526855
	Iteration 93Q: 3 clusters Score -773872.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -773877.125000 Penalty: 2837.526855
	Iteration 94Q: 3 clusters Score -773877.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -773880.687500 Penalty: 2837.526855
	Iteration 95Q: 3 clusters Score -773880.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -773886.250000 Penalty: 2837.526855
	Iteration 96Q: 3 clusters Score -773886.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -773889.062500 Penalty: 2837.526855
	Iteration 97Q: 3 clusters Score -773889.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -773893.812500 Penalty: 2837.526855
	Iteration 98Q: 3 clusters Score -773893.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -773895.000000 Penalty: 2837.526855
	Iteration 99Q: 3 clusters Score -773895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -773902.937500 Penalty: 2837.526855
	Iteration 100F: 3 clusters Score -773902.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -773906.812500 Penalty: 2837.526855
	Iteration 101Q: 3 clusters Score -773906.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -773912.750000 Penalty: 2837.526855
	Iteration 102Q: 3 clusters Score -773912.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -773916.937500 Penalty: 2837.526855
	Iteration 103Q: 3 clusters Score -773916.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -773925.812500 Penalty: 2837.526855
	Iteration 104Q: 3 clusters Score -773925.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -773930.687500 Penalty: 2837.526855
	Iteration 105Q: 3 clusters Score -773930.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -773936.000000 Penalty: 2837.526855
	Iteration 106Q: 3 clusters Score -773936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -773939.500000 Penalty: 2837.526855
	Iteration 107Q: 3 clusters Score -773939.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -773940.187500 Penalty: 2837.526855
	Iteration 108Q: 3 clusters Score -773940.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -773942.750000 Penalty: 2837.526855
	Iteration 109Q: 3 clusters Score -773942.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -773945.437500 Penalty: 2837.526855
	Iteration 110Q: 3 clusters Score -773945.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -773946.250000 Penalty: 2837.526855
	Iteration 111Q: 3 clusters Score -773946.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -773948.375000 Penalty: 2837.526855
	Iteration 112Q: 3 clusters Score -773948.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -773954.000000 Penalty: 2837.526855
	Iteration 113Q: 3 clusters Score -773954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -773957.125000 Penalty: 2837.526855
	Iteration 114Q: 3 clusters Score -773957.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -773960.312500 Penalty: 2837.526855
	Iteration 115Q: 3 clusters Score -773960.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -773964.312500 Penalty: 2837.526855
	Iteration 116Q: 3 clusters Score -773964.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -773967.875000 Penalty: 2837.526855
	Iteration 117Q: 3 clusters Score -773967.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -773971.812500 Penalty: 2837.526855
	Iteration 118Q: 3 clusters Score -773971.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -773978.125000 Penalty: 2837.526855
	Iteration 119Q: 3 clusters Score -773978.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -773984.000000 Penalty: 2837.526855
	Iteration 120F: 3 clusters Score -773984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -773990.812500 Penalty: 2837.526855
	Iteration 121Q: 3 clusters Score -773990.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -773998.187500 Penalty: 2837.526855
	Iteration 122Q: 3 clusters Score -773998.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -774003.625000 Penalty: 2837.526855
	Iteration 123Q: 3 clusters Score -774003.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -774013.750000 Penalty: 2837.526855
	Iteration 124Q: 3 clusters Score -774013.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -774019.125000 Penalty: 2837.526855
	Iteration 125Q: 3 clusters Score -774019.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -774028.000000 Penalty: 2837.526855
	Iteration 126Q: 3 clusters Score -774028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -774041.875000 Penalty: 2837.526855
	Iteration 127Q: 3 clusters Score -774041.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -774050.000000 Penalty: 2837.526855
	Iteration 128Q: 3 clusters Score -774050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -774056.625000 Penalty: 2837.526855
	Iteration 129Q: 3 clusters Score -774056.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -774062.437500 Penalty: 2837.526855
	Iteration 130Q: 3 clusters Score -774062.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -774066.250000 Penalty: 2837.526855
	Iteration 131Q: 3 clusters Score -774066.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -774073.437500 Penalty: 2837.526855
	Iteration 132Q: 3 clusters Score -774073.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -774076.625000 Penalty: 2837.526855
	Iteration 133Q: 3 clusters Score -774076.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -774079.250000 Penalty: 2837.526855
	Iteration 134Q: 3 clusters Score -774079.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -774079.562500 Penalty: 2837.526855
	Iteration 135Q: 3 clusters Score -774079.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -774081.812500 Penalty: 2837.526855
	Iteration 136Q: 3 clusters Score -774081.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -774083.562500 Penalty: 2837.526855
	Iteration 137Q: 3 clusters Score -774083.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -774084.625000 Penalty: 2837.526855
	Iteration 138Q: 3 clusters Score -774084.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -774083.375000 Penalty: 2837.526855
	Iteration 139Q: 3 clusters Score -774083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -774083.000000 Penalty: 2837.526855
	Iteration 140F: 3 clusters Score -774083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -774085.062500 Penalty: 2837.526855
	Iteration 141Q: 3 clusters Score -774085.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -774084.187500 Penalty: 2837.526855
	Iteration 142Q: 3 clusters Score -774084.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -774084.250000 Penalty: 2837.526855
	Iteration 143Q: 3 clusters Score -774084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -774084.812500 Penalty: 2837.526855
	Iteration 144Q: 3 clusters Score -774084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -774085.000000 Penalty: 2837.526855
	Iteration 145Q: 3 clusters Score -774085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -774085.125000 Penalty: 2837.526855
	Iteration 146Q: 3 clusters Score -774085.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -774087.187500 Penalty: 2837.526855
	Iteration 147Q: 3 clusters Score -774087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -774088.000000 Penalty: 2837.526855
	Iteration 148Q: 3 clusters Score -774088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -774090.437500 Penalty: 2837.526855
	Iteration 149Q: 3 clusters Score -774090.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -774090.625000 Penalty: 2837.526855
	Iteration 150Q: 3 clusters Score -774090.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -774090.937500 Penalty: 2837.526855
	Iteration 151Q: 3 clusters Score -774090.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -774091.000000 Penalty: 2837.526855
	Iteration 152Q: 3 clusters Score -774091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -774092.062500 Penalty: 2837.526855
	Iteration 153Q: 3 clusters Score -774092.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -774092.687500 Penalty: 2837.526855
	Iteration 154Q: 3 clusters Score -774092.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -774096.875000 Penalty: 2837.526855
	Iteration 155Q: 3 clusters Score -774096.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -774099.125000 Penalty: 2837.526855
	Iteration 156Q: 3 clusters Score -774099.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -774099.875000 Penalty: 2837.526855
	Iteration 157Q: 3 clusters Score -774099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -774099.875000 Penalty: 2837.526855
	Iteration 158Q: 3 clusters Score -774099.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -774099.312500 Penalty: 2837.526855
	Iteration 159Q: 3 clusters Score -774099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -774099.312500 Penalty: 2837.526855
	Iteration 160F: 3 clusters Score -774099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 9468 members 
Mstep: Class 5 contains 32692 members 
Mstep: Class 6 contains 75006 members 
Mstep: Class 9 contains 53535 members 
Mstep: Class 10 contains 75120 members 
Mstep: Class 11 contains 82816 members 
Mstep: Class 12 contains 69261 members 
Mstep: Class 13 contains 79488 members 
Mstep: Class 14 contains 41603 members 
Mstep: Class 16 contains 40687 members 
Mstep: Class 17 contains 49804 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6191 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 279Q: 15 clusters Score -7.556346e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 9339 members 
Mstep: Class 5 contains 32738 members 
Mstep: Class 6 contains 75017 members 
Mstep: Class 9 contains 53596 members 
Mstep: Class 10 contains 75111 members 
Mstep: Class 11 contains 82799 members 
Mstep: Class 12 contains 69257 members 
Mstep: Class 13 contains 79510 members 
Mstep: Class 14 contains 41609 members 
Mstep: Class 16 contains 40685 members 
Mstep: Class 17 contains 49796 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6203 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 280F: 15 clusters Score -7.556366e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 9230 members 
Mstep: Class 5 contains 32771 members 
Mstep: Class 6 contains 75030 members 
Mstep: Class 9 contains 53628 members 
Mstep: Class 10 contains 75099 members 
Mstep: Class 11 contains 82793 members 
Mstep: Class 12 contains 69256 members 
Mstep: Class 13 contains 79541 members 
Mstep: Class 14 contains 41623 members 
Mstep: Class 16 contains 40680 members 
Mstep: Class 17 contains 49785 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6211 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 281Q: 15 clusters Score -7.55635e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 5 contains 32770 members 
Mstep: Class 6 contains 75044 members 
Mstep: Class 9 contains 53683 members 
Mstep: Class 10 contains 75090 members 
Mstep: Class 11 contains 82795 members 
Mstep: Class 12 contains 69247 members 
Mstep: Class 13 contains 79566 members 
Mstep: Class 14 contains 41618 members 
Mstep: Class 16 contains 40691 members 
Mstep: Class 17 contains 49774 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6220 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 282Q: 15 clusters Score -7.556373e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 9025 members 
Mstep: Class 5 contains 32788 members 
Mstep: Class 6 contains 75057 members 
Mstep: Class 9 contains 53747 members 
Mstep: Class 10 contains 75088 members 
Mstep: Class 11 contains 82780 members 
Mstep: Class 12 contains 69239 members 
Mstep: Class 13 contains 79608 members 
Mstep: Class 14 contains 41613 members 
Mstep: Class 16 contains 40685 members 
Mstep: Class 17 contains 49764 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6231 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 283Q: 15 clusters Score -7.556381e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 8908 members 
Mstep: Class 5 contains 32806 members 
Mstep: Class 6 contains 75064 members 
Mstep: Class 9 contains 53815 members 
Mstep: Class 10 contains 75099 members 
Mstep: Class 11 contains 82752 members 
Mstep: Class 12 contains 69226 members 
Mstep: Class 13 contains 79660 members 
Mstep: Class 14 contains 41617 members 
Mstep: Class 16 contains 40679 members 
Mstep: Class 17 contains 49755 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6234 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 284Q: 15 clusters Score -7.556393e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 8780 members 
Mstep: Class 5 contains 32836 members 
Mstep: Class 6 contains 75063 members 
Mstep: Class 9 contains 53905 members 
Mstep: Class 10 contains 75105 members 
Mstep: Class 11 contains 82715 members 
Mstep: Class 12 contains 69211 members 
Mstep: Class 13 contains 79714 members 
Mstep: Class 14 contains 41607 members 
Mstep: Class 16 contains 40686 members 
Mstep: Class 17 contains 49738 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6244 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 285Q: 15 clusters Score -7.556405e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 8660 members 
Mstep: Class 5 contains 32868 members 
Mstep: Class 6 contains 75063 members 
Mstep: Class 9 contains 53989 members 
Mstep: Class 10 contains 75100 members 
Mstep: Class 11 contains 82671 members 
Mstep: Class 12 contains 69206 members 
Mstep: Class 13 contains 79773 members 
Mstep: Class 14 contains 41617 members 
Mstep: Class 16 contains 40687 members 
Mstep: Class 17 contains 49716 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6248 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 286Q: 15 clusters Score -7.556406e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8540 members 
Mstep: Class 5 contains 32909 members 
Mstep: Class 6 contains 75062 members 
Mstep: Class 9 contains 54031 members 
Mstep: Class 10 contains 75102 members 
Mstep: Class 11 contains 82621 members 
Mstep: Class 12 contains 69215 members 
Mstep: Class 13 contains 79851 members 
Mstep: Class 14 contains 41620 members 
Mstep: Class 16 contains 40687 members 
Mstep: Class 17 contains 49698 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6257 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 287Q: 15 clusters Score -7.556406e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 5 contains 32951 members 
Mstep: Class 6 contains 75069 members 
Mstep: Class 9 contains 54082 members 
Mstep: Class 10 contains 75069 members 
Mstep: Class 11 contains 82584 members 
Mstep: Class 12 contains 69216 members 
Mstep: Class 13 contains 79925 members 
Mstep: Class 14 contains 41616 members 
Mstep: Class 16 contains 40691 members 
Mstep: Class 17 contains 49690 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6260 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 288Q: 15 clusters Score -7.556409e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 8311 members 
Mstep: Class 5 contains 32988 members 
Mstep: Class 6 contains 75068 members 
Mstep: Class 9 contains 54123 members 
Mstep: Class 10 contains 75056 members 
Mstep: Class 11 contains 82567 members 
Mstep: Class 12 contains 69222 members 
Mstep: Class 13 contains 79975 members 
Mstep: Class 14 contains 41620 members 
Mstep: Class 16 contains 40698 members 
Mstep: Class 17 contains 49680 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6273 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 289Q: 15 clusters Score -7.556418e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 8201 members 
Mstep: Class 5 contains 33026 members 
Mstep: Class 6 contains 75067 members 
Mstep: Class 9 contains 54163 members 
Mstep: Class 10 contains 75045 members 
Mstep: Class 11 contains 82512 members 
Mstep: Class 12 contains 69227 members 
Mstep: Class 13 contains 80049 members 
Mstep: Class 14 contains 41621 members 
Mstep: Class 16 contains 40703 members 
Mstep: Class 17 contains 49675 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6287 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 290Q: 15 clusters Score -7.556418e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 8099 members 
Mstep: Class 5 contains 33043 members 
Mstep: Class 6 contains 75059 members 
Mstep: Class 9 contains 54213 members 
Mstep: Class 10 contains 75042 members 
Mstep: Class 11 contains 82465 members 
Mstep: Class 12 contains 69227 members 
Mstep: Class 13 contains 80112 members 
Mstep: Class 14 contains 41618 members 
Mstep: Class 16 contains 40719 members 
Mstep: Class 17 contains 49682 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6293 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 291Q: 15 clusters Score -7.556419e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 7998 members 
Mstep: Class 5 contains 33081 members 
Mstep: Class 6 contains 75054 members 
Mstep: Class 9 contains 54237 members 
Mstep: Class 10 contains 75026 members 
Mstep: Class 11 contains 82441 members 
Mstep: Class 12 contains 69225 members 
Mstep: Class 13 contains 80176 members 
Mstep: Class 14 contains 41624 members 
Mstep: Class 16 contains 40727 members 
Mstep: Class 17 contains 49685 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6295 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 292Q: 15 clusters Score -7.556433e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7908 members 
Mstep: Class 5 contains 33107 members 
Mstep: Class 6 contains 75050 members 
Mstep: Class 9 contains 54253 members 
Mstep: Class 10 contains 75010 members 
Mstep: Class 11 contains 82423 members 
Mstep: Class 12 contains 69228 members 
Mstep: Class 13 contains 80234 members 
Mstep: Class 14 contains 41632 members 
Mstep: Class 16 contains 40738 members 
Mstep: Class 17 contains 49676 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6299 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 293Q: 15 clusters Score -7.556424e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7821 members 
Mstep: Class 5 contains 33121 members 
Mstep: Class 6 contains 75059 members 
Mstep: Class 9 contains 54265 members 
Mstep: Class 10 contains 74998 members 
Mstep: Class 11 contains 82416 members 
Mstep: Class 12 contains 69244 members 
Mstep: Class 13 contains 80269 members 
Mstep: Class 14 contains 41640 members 
Mstep: Class 16 contains 40741 members 
Mstep: Class 17 contains 49675 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6299 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 294Q: 15 clusters Score -7.556427e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7733 members 
Mstep: Class 5 contains 33144 members 
Mstep: Class 6 contains 75057 members 
Mstep: Class 9 contains 54297 members 
Mstep: Class 10 contains 74977 members 
Mstep: Class 11 contains 82407 members 
Mstep: Class 12 contains 69251 members 
Mstep: Class 13 contains 80297 members 
Mstep: Class 14 contains 41648 members 
Mstep: Class 16 contains 40754 members 
Mstep: Class 17 contains 49661 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 295Q: 15 clusters Score -7.556438e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 7655 members 
Mstep: Class 5 contains 33158 members 
Mstep: Class 6 contains 75033 members 
Mstep: Class 9 contains 54351 members 
Mstep: Class 10 contains 74966 members 
Mstep: Class 11 contains 82417 members 
Mstep: Class 12 contains 69248 members 
Mstep: Class 13 contains 80326 members 
Mstep: Class 14 contains 41659 members 
Mstep: Class 16 contains 40753 members 
Mstep: Class 17 contains 49640 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564424.000000 Penalty: 30347.412109
Iteration 296Q: 15 clusters Score -7.556442e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 5 contains 33165 members 
Mstep: Class 6 contains 75021 members 
Mstep: Class 9 contains 54423 members 
Mstep: Class 10 contains 74930 members 
Mstep: Class 11 contains 82415 members 
Mstep: Class 12 contains 69250 members 
Mstep: Class 13 contains 80341 members 
Mstep: Class 14 contains 41666 members 
Mstep: Class 16 contains 40760 members 
Mstep: Class 17 contains 49627 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564352.000000 Penalty: 30347.412109
Iteration 297Q: 15 clusters Score -7.556435e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 7545 members 
Mstep: Class 5 contains 33174 members 
Mstep: Class 6 contains 74999 members 
Mstep: Class 9 contains 54500 members 
Mstep: Class 10 contains 74901 members 
Mstep: Class 11 contains 82421 members 
Mstep: Class 12 contains 69244 members 
Mstep: Class 13 contains 80343 members 
Mstep: Class 14 contains 41681 members 
Mstep: Class 16 contains 40761 members 
Mstep: Class 17 contains 49608 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564400.000000 Penalty: 30347.412109
Iteration 298Q: 15 clusters Score -7.55644e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 7482 members 
Mstep: Class 5 contains 33189 members 
Mstep: Class 6 contains 74990 members 
Mstep: Class 9 contains 54538 members 
Mstep: Class 10 contains 74881 members 
Mstep: Class 11 contains 82443 members 
Mstep: Class 12 contains 69243 members 
Mstep: Class 13 contains 80357 members 
Mstep: Class 14 contains 41691 members 
Mstep: Class 16 contains 40757 members 
Mstep: Class 17 contains 49602 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564464.000000 Penalty: 30347.412109
Iteration 299Q: 15 clusters Score -7.556446e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7434 members 
Mstep: Class 5 contains 33185 members 
Mstep: Class 6 contains 74978 members 
Mstep: Class 9 contains 54581 members 
Mstep: Class 10 contains 74861 members 
Mstep: Class 11 contains 82438 members 
Mstep: Class 12 contains 69246 members 
Mstep: Class 13 contains 80380 members 
Mstep: Class 14 contains 41696 members 
Mstep: Class 16 contains 40760 members 
Mstep: Class 17 contains 49604 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564312.000000 Penalty: 30347.412109
Iteration 300F: 15 clusters Score -7.556431e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 7400 members 
Mstep: Class 5 contains 33180 members 
Mstep: Class 6 contains 74962 members 
Mstep: Class 9 contains 54631 members 
Mstep: Class 10 contains 74832 members 
Mstep: Class 11 contains 82440 members 
Mstep: Class 12 contains 69253 members 
Mstep: Class 13 contains 80383 members 
Mstep: Class 14 contains 41702 members 
Mstep: Class 16 contains 40750 members 
Mstep: Class 17 contains 49608 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 6328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564488.000000 Penalty: 30347.412109
Iteration 301Q: 15 clusters Score -7.556449e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 7373 members 
Mstep: Class 5 contains 33166 members 
Mstep: Class 6 contains 74951 members 
Mstep: Class 9 contains 54669 members 
Mstep: Class 10 contains 74800 members 
Mstep: Class 11 contains 82449 members 
Mstep: Class 12 contains 69260 members 
Mstep: Class 13 contains 80390 members 
Mstep: Class 14 contains 41714 members 
Mstep: Class 16 contains 40752 members 
Mstep: Class 17 contains 49609 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 6330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564584.000000 Penalty: 30347.412109
Iteration 302Q: 15 clusters Score -7.556458e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 7329 members 
Mstep: Class 5 contains 33169 members 
Mstep: Class 6 contains 74956 members 
Mstep: Class 9 contains 54710 members 
Mstep: Class 10 contains 74773 members 
Mstep: Class 11 contains 82432 members 
Mstep: Class 12 contains 69266 members 
Mstep: Class 13 contains 80407 members 
Mstep: Class 14 contains 41722 members 
Mstep: Class 16 contains 40762 members 
Mstep: Class 17 contains 49605 members 
Mstep: Class 21 contains 669 members 
Mstep: Class 22 contains 6324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564584.000000 Penalty: 30347.412109
Iteration 303Q: 15 clusters Score -7.556458e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 5 contains 33173 members 
Mstep: Class 6 contains 74941 members 
Mstep: Class 9 contains 54761 members 
Mstep: Class 10 contains 74735 members 
Mstep: Class 11 contains 82410 members 
Mstep: Class 12 contains 69259 members 
Mstep: Class 13 contains 80431 members 
Mstep: Class 14 contains 41725 members 
Mstep: Class 16 contains 40775 members 
Mstep: Class 17 contains 49614 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 6329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564632.000000 Penalty: 30347.412109
Iteration 304Q: 15 clusters Score -7.556463e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 7257 members 
Mstep: Class 5 contains 33143 members 
Mstep: Class 6 contains 74929 members 
Mstep: Class 9 contains 54809 members 
Mstep: Class 10 contains 74699 members 
Mstep: Class 11 contains 82392 members 
Mstep: Class 12 contains 69249 members 
Mstep: Class 13 contains 80468 members 
Mstep: Class 14 contains 41739 members 
Mstep: Class 16 contains 40776 members 
Mstep: Class 17 contains 49628 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 6338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564664.000000 Penalty: 30347.412109
Iteration 305Q: 15 clusters Score -7.556466e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7215 members 
Mstep: Class 5 contains 33133 members 
Mstep: Class 6 contains 74914 members 
Mstep: Class 9 contains 54864 members 
Mstep: Class 10 contains 74655 members 
Mstep: Class 11 contains 82359 members 
Mstep: Class 12 contains 69253 members 
Mstep: Class 13 contains 80505 members 
Mstep: Class 14 contains 41751 members 
Mstep: Class 16 contains 40779 members 
Mstep: Class 17 contains 49637 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564576.000000 Penalty: 30347.412109
Iteration 306Q: 15 clusters Score -7.556458e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 5 contains 33129 members 
Mstep: Class 6 contains 74917 members 
Mstep: Class 9 contains 54896 members 
Mstep: Class 10 contains 74634 members 
Mstep: Class 11 contains 82340 members 
Mstep: Class 12 contains 69257 members 
Mstep: Class 13 contains 80506 members 
Mstep: Class 14 contains 41766 members 
Mstep: Class 16 contains 40782 members 
Mstep: Class 17 contains 49642 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564600.000000 Penalty: 30347.412109
Iteration 307Q: 15 clusters Score -7.55646e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 5 contains 33135 members 
Mstep: Class 6 contains 74914 members 
Mstep: Class 9 contains 54919 members 
Mstep: Class 10 contains 74614 members 
Mstep: Class 11 contains 82327 members 
Mstep: Class 12 contains 69254 members 
Mstep: Class 13 contains 80530 members 
Mstep: Class 14 contains 41780 members 
Mstep: Class 16 contains 40781 members 
Mstep: Class 17 contains 49645 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564464.000000 Penalty: 30347.412109
Iteration 308Q: 15 clusters Score -7.556446e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 5 contains 33142 members 
Mstep: Class 6 contains 74910 members 
Mstep: Class 9 contains 54957 members 
Mstep: Class 10 contains 74598 members 
Mstep: Class 11 contains 82314 members 
Mstep: Class 12 contains 69256 members 
Mstep: Class 13 contains 80539 members 
Mstep: Class 14 contains 41794 members 
Mstep: Class 16 contains 40781 members 
Mstep: Class 17 contains 49650 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564408.000000 Penalty: 30347.412109
Iteration 309Q: 15 clusters Score -7.556441e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 7003 members 
Mstep: Class 5 contains 33141 members 
Mstep: Class 6 contains 74902 members 
Mstep: Class 9 contains 54978 members 
Mstep: Class 10 contains 74604 members 
Mstep: Class 11 contains 82321 members 
Mstep: Class 12 contains 69251 members 
Mstep: Class 13 contains 80546 members 
Mstep: Class 14 contains 41816 members 
Mstep: Class 16 contains 40775 members 
Mstep: Class 17 contains 49649 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564520.000000 Penalty: 30347.412109
Iteration 310Q: 15 clusters Score -7.556452e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6961 members 
Mstep: Class 5 contains 33129 members 
Mstep: Class 6 contains 74891 members 
Mstep: Class 9 contains 54992 members 
Mstep: Class 10 contains 74616 members 
Mstep: Class 11 contains 82324 members 
Mstep: Class 12 contains 69263 members 
Mstep: Class 13 contains 80557 members 
Mstep: Class 14 contains 41835 members 
Mstep: Class 16 contains 40770 members 
Mstep: Class 17 contains 49634 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564624.000000 Penalty: 30347.412109
Iteration 311Q: 15 clusters Score -7.556462e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6928 members 
Mstep: Class 5 contains 33126 members 
Mstep: Class 6 contains 74884 members 
Mstep: Class 9 contains 55007 members 
Mstep: Class 10 contains 74635 members 
Mstep: Class 11 contains 82283 members 
Mstep: Class 12 contains 69261 members 
Mstep: Class 13 contains 80571 members 
Mstep: Class 14 contains 41855 members 
Mstep: Class 16 contains 40767 members 
Mstep: Class 17 contains 49642 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564672.000000 Penalty: 30347.412109
Iteration 312Q: 15 clusters Score -7.556467e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6908 members 
Mstep: Class 5 contains 33126 members 
Mstep: Class 6 contains 74871 members 
Mstep: Class 9 contains 55016 members 
Mstep: Class 10 contains 74633 members 
Mstep: Class 11 contains 82254 members 
Mstep: Class 12 contains 69265 members 
Mstep: Class 13 contains 80586 members 
Mstep: Class 14 contains 41870 members 
Mstep: Class 16 contains 40771 members 
Mstep: Class 17 contains 49646 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564728.000000 Penalty: 30347.412109
Iteration 313Q: 15 clusters Score -7.556473e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 6892 members 
Mstep: Class 5 contains 33103 members 
Mstep: Class 6 contains 74872 members 
Mstep: Class 9 contains 55027 members 
Mstep: Class 10 contains 74624 members 
Mstep: Class 11 contains 82222 members 
Mstep: Class 12 contains 69268 members 
Mstep: Class 13 contains 80599 members 
Mstep: Class 14 contains 41884 members 
Mstep: Class 16 contains 40782 members 
Mstep: Class 17 contains 49657 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564736.000000 Penalty: 30347.412109
Iteration 314Q: 15 clusters Score -7.556474e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6860 members 
Mstep: Class 5 contains 33104 members 
Mstep: Class 6 contains 74867 members 
Mstep: Class 9 contains 55054 members 
Mstep: Class 10 contains 74598 members 
Mstep: Class 11 contains 82187 members 
Mstep: Class 12 contains 69260 members 
Mstep: Class 13 contains 80618 members 
Mstep: Class 14 contains 41901 members 
Mstep: Class 16 contains 40783 members 
Mstep: Class 17 contains 49687 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564856.000000 Penalty: 30347.412109
Iteration 315Q: 15 clusters Score -7.556486e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6824 members 
Mstep: Class 5 contains 33097 members 
Mstep: Class 6 contains 74873 members 
Mstep: Class 9 contains 55066 members 
Mstep: Class 10 contains 74587 members 
Mstep: Class 11 contains 82129 members 
Mstep: Class 12 contains 69259 members 
Mstep: Class 13 contains 80648 members 
Mstep: Class 14 contains 41920 members 
Mstep: Class 16 contains 40788 members 
Mstep: Class 17 contains 49714 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564992.000000 Penalty: 30347.412109
Iteration 316Q: 15 clusters Score -7.556499e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6790 members 
Mstep: Class 5 contains 33086 members 
Mstep: Class 6 contains 74862 members 
Mstep: Class 9 contains 55087 members 
Mstep: Class 10 contains 74564 members 
Mstep: Class 11 contains 82108 members 
Mstep: Class 12 contains 69258 members 
Mstep: Class 13 contains 80678 members 
Mstep: Class 14 contains 41941 members 
Mstep: Class 16 contains 40790 members 
Mstep: Class 17 contains 49725 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565016.000000 Penalty: 30347.412109
Iteration 317Q: 15 clusters Score -7.556502e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6754 members 
Mstep: Class 5 contains 33069 members 
Mstep: Class 6 contains 74865 members 
Mstep: Class 9 contains 55087 members 
Mstep: Class 10 contains 74538 members 
Mstep: Class 11 contains 82102 members 
Mstep: Class 12 contains 69262 members 
Mstep: Class 13 contains 80716 members 
Mstep: Class 14 contains 41952 members 
Mstep: Class 16 contains 40793 members 
Mstep: Class 17 contains 49732 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565024.000000 Penalty: 30347.412109
Iteration 318Q: 15 clusters Score -7.556502e+07 nChanged 609
Entering ConstructFrom: 
Score: -75565024.000000 Penalty: 30347.412109
Entering ConstructFrom: 
Trying to split cluster 1 (5368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Entering Unmasked Estep 
Score: -625010.312500 Penalty: 1395.584351
	Iteration 0F: 2 clusters Score -625010.3 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 2637 members 
Entering Unmasked Estep 
Score: -620806.875000 Penalty: 2791.168701
	Iteration 0F: 3 clusters Score -620806.9 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -622266.187500 Penalty: 2791.168701
	Iteration 1F: 3 clusters Score -622266.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -622793.000000 Penalty: 2791.168701
	Iteration 2F: 3 clusters Score -622793 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -623330.875000 Penalty: 2791.168701
	Iteration 3F: 3 clusters Score -623330.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -623919.500000 Penalty: 2791.168701
	Iteration 4F: 3 clusters Score -623919.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -624495.437500 Penalty: 2791.168701
	Iteration 5F: 3 clusters Score -624495.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -624965.937500 Penalty: 2791.168701
	Iteration 6F: 3 clusters Score -624965.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -625146.187500 Penalty: 2791.168701
	Iteration 7Q: 3 clusters Score -625146.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -625231.625000 Penalty: 2791.168701
	Iteration 8Q: 3 clusters Score -625231.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -625278.250000 Penalty: 2791.168701
	Iteration 9Q: 3 clusters Score -625278.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -625308.062500 Penalty: 2791.168701
	Iteration 10Q: 3 clusters Score -625308.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -625333.500000 Penalty: 2791.168701
	Iteration 11Q: 3 clusters Score -625333.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -625356.625000 Penalty: 2791.168701
	Iteration 12Q: 3 clusters Score -625356.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -625372.937500 Penalty: 2791.168701
	Iteration 13Q: 3 clusters Score -625372.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -625379.062500 Penalty: 2791.168701
	Iteration 14Q: 3 clusters Score -625379.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -625388.375000 Penalty: 2791.168701
	Iteration 15Q: 3 clusters Score -625388.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -625392.750000 Penalty: 2791.168701
	Iteration 16Q: 3 clusters Score -625392.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -625394.312500 Penalty: 2791.168701
	Iteration 17Q: 3 clusters Score -625394.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -625397.500000 Penalty: 2791.168701
	Iteration 18Q: 3 clusters Score -625397.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -625398.375000 Penalty: 2791.168701
	Iteration 19Q: 3 clusters Score -625398.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -625400.500000 Penalty: 2791.168701
	Iteration 20F: 3 clusters Score -625400.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -625399.500000 Penalty: 2791.168701
	Iteration 21Q: 3 clusters Score -625399.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -625399.500000 Penalty: 2791.168701
	Iteration 22Q: 3 clusters Score -625399.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -625400.125000 Penalty: 2791.168701
	Iteration 23Q: 3 clusters Score -625400.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -625402.500000 Penalty: 2791.168701
	Iteration 24Q: 3 clusters Score -625402.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -625404.562500 Penalty: 2791.168701
	Iteration 25Q: 3 clusters Score -625404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -625405.000000 Penalty: 2791.168701
	Iteration 26Q: 3 clusters Score -625405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -625404.437500 Penalty: 2791.168701
	Iteration 27Q: 3 clusters Score -625404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -625404.437500 Penalty: 2791.168701
	Iteration 28F: 3 clusters Score -625404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 5 contains 33081 members 
Mstep: Class 6 contains 74867 members 
Mstep: Class 9 contains 55089 members 
Mstep: Class 10 contains 74509 members 
Mstep: Class 11 contains 82077 members 
Mstep: Class 12 contains 69260 members 
Mstep: Class 13 contains 80737 members 
Mstep: Class 14 contains 41958 members 
Mstep: Class 16 contains 40796 members 
Mstep: Class 17 contains 49743 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6372 members 
Entering Unmasked Estep 
Score: -75564768.000000 Penalty: 32515.083984
Splitting cluster 1 changes total score from -75565024.000000 to -75564768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (6732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Entering Unmasked Estep 
Score: -839361.125000 Penalty: 1432.376953
	Iteration 0F: 2 clusters Score -839361.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -834194.312500 Penalty: 2864.753906
	Iteration 0F: 3 clusters Score -834194.3 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -835758.125000 Penalty: 2864.753906
	Iteration 1F: 3 clusters Score -835758.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -835940.375000 Penalty: 2864.753906
	Iteration 2F: 3 clusters Score -835940.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -836067.000000 Penalty: 2864.753906
	Iteration 3Q: 3 clusters Score -836067 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -836155.750000 Penalty: 2864.753906
	Iteration 4Q: 3 clusters Score -836155.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -836213.437500 Penalty: 2864.753906
	Iteration 5Q: 3 clusters Score -836213.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -836269.187500 Penalty: 2864.753906
	Iteration 6Q: 3 clusters Score -836269.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -836328.062500 Penalty: 2864.753906
	Iteration 7Q: 3 clusters Score -836328.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -836389.625000 Penalty: 2864.753906
	Iteration 8Q: 3 clusters Score -836389.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -836464.562500 Penalty: 2864.753906
	Iteration 9Q: 3 clusters Score -836464.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -836546.375000 Penalty: 2864.753906
	Iteration 10Q: 3 clusters Score -836546.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -836631.812500 Penalty: 2864.753906
	Iteration 11Q: 3 clusters Score -836631.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -836739.875000 Penalty: 2864.753906
	Iteration 12Q: 3 clusters Score -836739.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -836893.875000 Penalty: 2864.753906
	Iteration 13Q: 3 clusters Score -836893.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -837091.875000 Penalty: 2864.753906
	Iteration 14Q: 3 clusters Score -837091.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -837287.750000 Penalty: 2864.753906
	Iteration 15Q: 3 clusters Score -837287.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -837506.750000 Penalty: 2864.753906
	Iteration 16Q: 3 clusters Score -837506.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -837666.250000 Penalty: 2864.753906
	Iteration 17Q: 3 clusters Score -837666.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -837768.250000 Penalty: 2864.753906
	Iteration 18Q: 3 clusters Score -837768.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -837854.312500 Penalty: 2864.753906
	Iteration 19Q: 3 clusters Score -837854.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -837929.562500 Penalty: 2864.753906
	Iteration 20F: 3 clusters Score -837929.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -837967.125000 Penalty: 2864.753906
	Iteration 21Q: 3 clusters Score -837967.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -837992.500000 Penalty: 2864.753906
	Iteration 22Q: 3 clusters Score -837992.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -838012.750000 Penalty: 2864.753906
	Iteration 23Q: 3 clusters Score -838012.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -838034.187500 Penalty: 2864.753906
	Iteration 24Q: 3 clusters Score -838034.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -838054.812500 Penalty: 2864.753906
	Iteration 25Q: 3 clusters Score -838054.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -838071.562500 Penalty: 2864.753906
	Iteration 26Q: 3 clusters Score -838071.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -838081.500000 Penalty: 2864.753906
	Iteration 27Q: 3 clusters Score -838081.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -838089.312500 Penalty: 2864.753906
	Iteration 28Q: 3 clusters Score -838089.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -838093.375000 Penalty: 2864.753906
	Iteration 29Q: 3 clusters Score -838093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -838096.250000 Penalty: 2864.753906
	Iteration 30Q: 3 clusters Score -838096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -838096.187500 Penalty: 2864.753906
	Iteration 31Q: 3 clusters Score -838096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -838097.000000 Penalty: 2864.753906
	Iteration 32Q: 3 clusters Score -838097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -838099.000000 Penalty: 2864.753906
	Iteration 33Q: 3 clusters Score -838099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -838099.437500 Penalty: 2864.753906
	Iteration 34Q: 3 clusters Score -838099.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -838099.437500 Penalty: 2864.753906
	Iteration 35F: 3 clusters Score -838099.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Entering Unmasked Estep 
Score: -3992564.750000 Penalty: 1691.091064
	Iteration 0F: 2 clusters Score -3992565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -3970496.000000 Penalty: 3382.182129
	Iteration 0F: 3 clusters Score -3970496 nChanged 15263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -3978749.250000 Penalty: 3382.182129
	Iteration 1F: 3 clusters Score -3978749 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3979077.250000 Penalty: 3382.182129
	Iteration 2Q: 3 clusters Score -3979077 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3979374.500000 Penalty: 3382.182129
	Iteration 3Q: 3 clusters Score -3979374 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3979648.500000 Penalty: 3382.182129
	Iteration 4Q: 3 clusters Score -3979648 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3979901.250000 Penalty: 3382.182129
	Iteration 5Q: 3 clusters Score -3979901 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3980090.500000 Penalty: 3382.182129
	Iteration 6Q: 3 clusters Score -3980090 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -3980247.250000 Penalty: 3382.182129
	Iteration 7Q: 3 clusters Score -3980247 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3980420.000000 Penalty: 3382.182129
	Iteration 8Q: 3 clusters Score -3980420 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -3980641.500000 Penalty: 3382.182129
	Iteration 9Q: 3 clusters Score -3980642 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -3980959.000000 Penalty: 3382.182129
	Iteration 10Q: 3 clusters Score -3980959 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3981416.500000 Penalty: 3382.182129
	Iteration 11Q: 3 clusters Score -3981416 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3982026.250000 Penalty: 3382.182129
	Iteration 12Q: 3 clusters Score -3982026 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -3982934.000000 Penalty: 3382.182129
	Iteration 13Q: 3 clusters Score -3982934 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3983997.000000 Penalty: 3382.182129
	Iteration 14Q: 3 clusters Score -3983997 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -3985019.750000 Penalty: 3382.182129
	Iteration 15Q: 3 clusters Score -3985020 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3985858.000000 Penalty: 3382.182129
	Iteration 16Q: 3 clusters Score -3985858 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3986409.750000 Penalty: 3382.182129
	Iteration 17Q: 3 clusters Score -3986410 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3986822.750000 Penalty: 3382.182129
	Iteration 18Q: 3 clusters Score -3986823 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3987146.500000 Penalty: 3382.182129
	Iteration 19Q: 3 clusters Score -3987146 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3987478.750000 Penalty: 3382.182129
	Iteration 20F: 3 clusters Score -3987479 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -3987807.000000 Penalty: 3382.182129
	Iteration 21Q: 3 clusters Score -3987807 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -3988178.000000 Penalty: 3382.182129
	Iteration 22Q: 3 clusters Score -3988178 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -3988548.250000 Penalty: 3382.182129
	Iteration 23Q: 3 clusters Score -3988548 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -3988965.500000 Penalty: 3382.182129
	Iteration 24Q: 3 clusters Score -3988966 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -3989389.250000 Penalty: 3382.182129
	Iteration 25Q: 3 clusters Score -3989389 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -3989736.500000 Penalty: 3382.182129
	Iteration 26Q: 3 clusters Score -3989736 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -3990070.500000 Penalty: 3382.182129
	Iteration 27Q: 3 clusters Score -3990070 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -3990358.500000 Penalty: 3382.182129
	Iteration 28Q: 3 clusters Score -3990358 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -3990561.250000 Penalty: 3382.182129
	Iteration 29Q: 3 clusters Score -3990561 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -3990703.250000 Penalty: 3382.182129
	Iteration 30Q: 3 clusters Score -3990703 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -3990808.250000 Penalty: 3382.182129
	Iteration 31Q: 3 clusters Score -3990808 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -3990884.250000 Penalty: 3382.182129
	Iteration 32Q: 3 clusters Score -3990884 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -3990942.250000 Penalty: 3382.182129
	Iteration 33Q: 3 clusters Score -3990942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -3990985.250000 Penalty: 3382.182129
	Iteration 34Q: 3 clusters Score -3990985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -3991005.000000 Penalty: 3382.182129
	Iteration 35Q: 3 clusters Score -3991005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -3991031.500000 Penalty: 3382.182129
	Iteration 36Q: 3 clusters Score -3991032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -3991038.500000 Penalty: 3382.182129
	Iteration 37Q: 3 clusters Score -3991038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -3991041.750000 Penalty: 3382.182129
	Iteration 38Q: 3 clusters Score -3991042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -3991044.500000 Penalty: 3382.182129
	Iteration 39Q: 3 clusters Score -3991044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -3991044.750000 Penalty: 3382.182129
	Iteration 40F: 3 clusters Score -3991045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -3991047.500000 Penalty: 3382.182129
	Iteration 41Q: 3 clusters Score -3991048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -3991048.750000 Penalty: 3382.182129
	Iteration 42Q: 3 clusters Score -3991049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -3991049.750000 Penalty: 3382.182129
	Iteration 43Q: 3 clusters Score -3991050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -3991049.750000 Penalty: 3382.182129
	Iteration 44Q: 3 clusters Score -3991050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -3991049.750000 Penalty: 3382.182129
	Iteration 45F: 3 clusters Score -3991050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (74867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74867 members 
Entering Unmasked Estep 
Score: -9311936.000000 Penalty: 1823.813721
	Iteration 0F: 2 clusters Score -9311936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -9263371.000000 Penalty: 3647.627441
	Iteration 0F: 3 clusters Score -9263371 nChanged 35619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -9284357.000000 Penalty: 3647.627441
	Iteration 1F: 3 clusters Score -9284357 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -9285434.000000 Penalty: 3647.627441
	Iteration 2Q: 3 clusters Score -9285434 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -9286952.000000 Penalty: 3647.627441
	Iteration 3Q: 3 clusters Score -9286952 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -9289092.000000 Penalty: 3647.627441
	Iteration 4F: 3 clusters Score -9289092 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -9291903.000000 Penalty: 3647.627441
	Iteration 5F: 3 clusters Score -9291903 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -9295590.000000 Penalty: 3647.627441
	Iteration 6F: 3 clusters Score -9295590 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -9299290.000000 Penalty: 3647.627441
	Iteration 7F: 3 clusters Score -9299290 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -9301745.000000 Penalty: 3647.627441
	Iteration 8Q: 3 clusters Score -9301745 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -9302856.000000 Penalty: 3647.627441
	Iteration 9Q: 3 clusters Score -9302856 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -9303532.000000 Penalty: 3647.627441
	Iteration 10Q: 3 clusters Score -9303532 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -9304079.000000 Penalty: 3647.627441
	Iteration 11Q: 3 clusters Score -9304079 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -9304594.000000 Penalty: 3647.627441
	Iteration 12Q: 3 clusters Score -9304594 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -9305130.000000 Penalty: 3647.627441
	Iteration 13Q: 3 clusters Score -9305130 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -9305641.000000 Penalty: 3647.627441
	Iteration 14Q: 3 clusters Score -9305641 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -9306042.000000 Penalty: 3647.627441
	Iteration 15Q: 3 clusters Score -9306042 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61271 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -9306425.000000 Penalty: 3647.627441
	Iteration 16Q: 3 clusters Score -9306425 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -9306770.000000 Penalty: 3647.627441
	Iteration 17Q: 3 clusters Score -9306770 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -9307014.000000 Penalty: 3647.627441
	Iteration 18Q: 3 clusters Score -9307014 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -9307360.000000 Penalty: 3647.627441
	Iteration 19Q: 3 clusters Score -9307360 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -9307664.000000 Penalty: 3647.627441
	Iteration 20F: 3 clusters Score -9307664 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66275 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -9307873.000000 Penalty: 3647.627441
	Iteration 21Q: 3 clusters Score -9307873 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -9308063.000000 Penalty: 3647.627441
	Iteration 22Q: 3 clusters Score -9308063 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -9308300.000000 Penalty: 3647.627441
	Iteration 23Q: 3 clusters Score -9308300 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68370 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -9308486.000000 Penalty: 3647.627441
	Iteration 24Q: 3 clusters Score -9308486 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -9308660.000000 Penalty: 3647.627441
	Iteration 25Q: 3 clusters Score -9308660 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -9308808.000000 Penalty: 3647.627441
	Iteration 26Q: 3 clusters Score -9308808 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69985 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -9308905.000000 Penalty: 3647.627441
	Iteration 27Q: 3 clusters Score -9308905 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70452 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -9309058.000000 Penalty: 3647.627441
	Iteration 28Q: 3 clusters Score -9309058 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -9309188.000000 Penalty: 3647.627441
	Iteration 29Q: 3 clusters Score -9309188 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71235 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -9309292.000000 Penalty: 3647.627441
	Iteration 30Q: 3 clusters Score -9309292 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71585 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -9309407.000000 Penalty: 3647.627441
	Iteration 31Q: 3 clusters Score -9309407 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -9309503.000000 Penalty: 3647.627441
	Iteration 32Q: 3 clusters Score -9309503 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72200 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -9309614.000000 Penalty: 3647.627441
	Iteration 33Q: 3 clusters Score -9309614 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -9309697.000000 Penalty: 3647.627441
	Iteration 34Q: 3 clusters Score -9309697 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -9309741.000000 Penalty: 3647.627441
	Iteration 35Q: 3 clusters Score -9309741 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9309792.000000 Penalty: 3647.627441
	Iteration 36Q: 3 clusters Score -9309792 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9309860.000000 Penalty: 3647.627441
	Iteration 37Q: 3 clusters Score -9309860 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73229 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -9309927.000000 Penalty: 3647.627441
	Iteration 38Q: 3 clusters Score -9309927 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -9309982.000000 Penalty: 3647.627441
	Iteration 39Q: 3 clusters Score -9309982 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73478 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -9310037.000000 Penalty: 3647.627441
	Iteration 40F: 3 clusters Score -9310037 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73573 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -9310089.000000 Penalty: 3647.627441
	Iteration 41Q: 3 clusters Score -9310089 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9310130.000000 Penalty: 3647.627441
	Iteration 42Q: 3 clusters Score -9310130 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73741 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -9310195.000000 Penalty: 3647.627441
	Iteration 43Q: 3 clusters Score -9310195 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73804 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9310223.000000 Penalty: 3647.627441
	Iteration 44Q: 3 clusters Score -9310223 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73854 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9310256.000000 Penalty: 3647.627441
	Iteration 45Q: 3 clusters Score -9310256 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73899 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9310298.000000 Penalty: 3647.627441
	Iteration 46Q: 3 clusters Score -9310298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73947 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9310346.000000 Penalty: 3647.627441
	Iteration 47Q: 3 clusters Score -9310346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73970 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -9310363.000000 Penalty: 3647.627441
	Iteration 48Q: 3 clusters Score -9310363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73986 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9310373.000000 Penalty: 3647.627441
	Iteration 49Q: 3 clusters Score -9310373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9310384.000000 Penalty: 3647.627441
	Iteration 50Q: 3 clusters Score -9310384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74014 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9310390.000000 Penalty: 3647.627441
	Iteration 51Q: 3 clusters Score -9310390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74026 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9310391.000000 Penalty: 3647.627441
	Iteration 52Q: 3 clusters Score -9310391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9310394.000000 Penalty: 3647.627441
	Iteration 53Q: 3 clusters Score -9310394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74042 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9310403.000000 Penalty: 3647.627441
	Iteration 54Q: 3 clusters Score -9310403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74047 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9310415.000000 Penalty: 3647.627441
	Iteration 55Q: 3 clusters Score -9310415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74052 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9310419.000000 Penalty: 3647.627441
	Iteration 56Q: 3 clusters Score -9310419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74059 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9310421.000000 Penalty: 3647.627441
	Iteration 57Q: 3 clusters Score -9310421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74070 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9310417.000000 Penalty: 3647.627441
	Iteration 58Q: 3 clusters Score -9310417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9310429.000000 Penalty: 3647.627441
	Iteration 59Q: 3 clusters Score -9310429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74085 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9310424.000000 Penalty: 3647.627441
	Iteration 60F: 3 clusters Score -9310424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74089 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9310422.000000 Penalty: 3647.627441
	Iteration 61Q: 3 clusters Score -9310422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9310428.000000 Penalty: 3647.627441
	Iteration 62Q: 3 clusters Score -9310428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74093 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9310423.000000 Penalty: 3647.627441
	Iteration 63Q: 3 clusters Score -9310423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9310431.000000 Penalty: 3647.627441
	Iteration 64Q: 3 clusters Score -9310431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74097 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9310430.000000 Penalty: 3647.627441
	Iteration 65Q: 3 clusters Score -9310430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9310441.000000 Penalty: 3647.627441
	Iteration 66Q: 3 clusters Score -9310441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9310436.000000 Penalty: 3647.627441
	Iteration 67Q: 3 clusters Score -9310436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9310431.000000 Penalty: 3647.627441
	Iteration 68Q: 3 clusters Score -9310431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9310429.000000 Penalty: 3647.627441
	Iteration 69Q: 3 clusters Score -9310429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9310429.000000 Penalty: 3647.627441
	Iteration 70Q: 3 clusters Score -9310429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74107 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9310439.000000 Penalty: 3647.627441
	Iteration 71Q: 3 clusters Score -9310439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74109 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9310436.000000 Penalty: 3647.627441
	Iteration 72Q: 3 clusters Score -9310436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74111 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9310431.000000 Penalty: 3647.627441
	Iteration 73Q: 3 clusters Score -9310431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74112 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9310430.000000 Penalty: 3647.627441
	Iteration 74Q: 3 clusters Score -9310430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9310435.000000 Penalty: 3647.627441
	Iteration 75Q: 3 clusters Score -9310435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74115 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9310441.000000 Penalty: 3647.627441
	Iteration 76Q: 3 clusters Score -9310441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9310439.000000 Penalty: 3647.627441
	Iteration 77Q: 3 clusters Score -9310439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74117 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9310442.000000 Penalty: 3647.627441
	Iteration 78Q: 3 clusters Score -9310442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74117 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9310442.000000 Penalty: 3647.627441
	Iteration 79F: 3 clusters Score -9310442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Entering Unmasked Estep 
Score: -6847711.500000 Penalty: 1773.964600
	Iteration 0F: 2 clusters Score -6847712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -6811448.000000 Penalty: 3547.929199
	Iteration 0F: 3 clusters Score -6811448 nChanged 25855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -6826087.000000 Penalty: 3547.929199
	Iteration 1F: 3 clusters Score -6826087 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -6826607.000000 Penalty: 3547.929199
	Iteration 2Q: 3 clusters Score -6826607 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -6827331.000000 Penalty: 3547.929199
	Iteration 3Q: 3 clusters Score -6827331 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -6828447.000000 Penalty: 3547.929199
	Iteration 4Q: 3 clusters Score -6828447 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -6830057.000000 Penalty: 3547.929199
	Iteration 5Q: 3 clusters Score -6830057 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -6832451.500000 Penalty: 3547.929199
	Iteration 6F: 3 clusters Score -6832452 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -6835312.500000 Penalty: 3547.929199
	Iteration 7F: 3 clusters Score -6835312 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -6838195.000000 Penalty: 3547.929199
	Iteration 8F: 3 clusters Score -6838195 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -6840006.500000 Penalty: 3547.929199
	Iteration 9F: 3 clusters Score -6840006 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -6840820.500000 Penalty: 3547.929199
	Iteration 10Q: 3 clusters Score -6840820 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -6841098.000000 Penalty: 3547.929199
	Iteration 11Q: 3 clusters Score -6841098 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -6841281.000000 Penalty: 3547.929199
	Iteration 12Q: 3 clusters Score -6841281 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -6841424.000000 Penalty: 3547.929199
	Iteration 13Q: 3 clusters Score -6841424 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -6841545.000000 Penalty: 3547.929199
	Iteration 14Q: 3 clusters Score -6841545 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -6841672.500000 Penalty: 3547.929199
	Iteration 15Q: 3 clusters Score -6841672 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -6841791.000000 Penalty: 3547.929199
	Iteration 16Q: 3 clusters Score -6841791 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -6841903.500000 Penalty: 3547.929199
	Iteration 17Q: 3 clusters Score -6841904 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -6842027.000000 Penalty: 3547.929199
	Iteration 18Q: 3 clusters Score -6842027 nChanged 442
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6842082 nChanged 372
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6842114 nChanged 367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6842168 nChanged 376
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6842260 nChanged 356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6842306 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6842352 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6842416 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6842442 nChanged 286
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6842484 nChanged 276
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6842498 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6842518 nChanged 220
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Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6842572 nChanged 213
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Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6842574 nChanged 203
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Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6842569 nChanged 216
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Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6842626 nChanged 229
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6842637 nChanged 246
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6842650 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6842660 nChanged 224
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Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6842689 nChanged 231
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Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6842722 nChanged 215
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Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6842723 nChanged 197
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Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6842732 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6842758 nChanged 231
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Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6842752 nChanged 219
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Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6842771 nChanged 206
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Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6842760 nChanged 188
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Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6842788 nChanged 195
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Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6842789 nChanged 207
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Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6842794 nChanged 213
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Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6842795 nChanged 232
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Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6842760 nChanged 250
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6842792 nChanged 246
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Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6842811 nChanged 255
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6842827 nChanged 253
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6842822 nChanged 268
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Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6842846 nChanged 283
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6842849 nChanged 275
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Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6842892 nChanged 308
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6842922 nChanged 301
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6842928 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6842938 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6842964 nChanged 337
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6842961 nChanged 362
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6842982 nChanged 376
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6842998 nChanged 428
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Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6843006 nChanged 487
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6843056 nChanged 543
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Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6843136 nChanged 592
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6843186 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6843228 nChanged 672
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6843330 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
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	Iteration 70Q: 3 clusters Score -6843422 nChanged 609
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Mstep: Class 1 contains 37081 members 
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	Iteration 71Q: 3 clusters Score -6843498 nChanged 656
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Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6843604 nChanged 616
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Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6843736 nChanged 650
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Mstep: Class 1 contains 39003 members 
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	Iteration 74Q: 3 clusters Score -6843841 nChanged 668
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Mstep: Class 1 contains 39671 members 
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	Iteration 75Q: 3 clusters Score -6843962 nChanged 680
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Mstep: Class 1 contains 40351 members 
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	Iteration 76Q: 3 clusters Score -6844123 nChanged 708
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 14030 members 
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	Iteration 77Q: 3 clusters Score -6844268 nChanged 689
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Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 13341 members 
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	Iteration 78Q: 3 clusters Score -6844408 nChanged 648
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 12697 members 
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	Iteration 79Q: 3 clusters Score -6844556 nChanged 632
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6844706 nChanged 574
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6844837 nChanged 587
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Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 10914 members 
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	Iteration 82Q: 3 clusters Score -6844978 nChanged 605
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Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6845142 nChanged 643
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6845342 nChanged 637
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 9039 members 
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	Iteration 85Q: 3 clusters Score -6845508 nChanged 654
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Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6845678 nChanged 582
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Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6845798 nChanged 532
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Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 7277 members 
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	Iteration 88Q: 3 clusters Score -6845890 nChanged 497
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Mstep: Class 1 contains 48309 members 
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	Iteration 89Q: 3 clusters Score -6846012 nChanged 477
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Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6846092 nChanged 451
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Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6846190 nChanged 426
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Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 5428 members 
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Mstep: Class 1 contains 50060 members 
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	Iteration 93Q: 3 clusters Score -6846324 nChanged 344
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Mstep: Class 1 contains 50400 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6846378 nChanged 306
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Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 4385 members 
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Mstep: Class 1 contains 51018 members 
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Mstep: Class 1 contains 51270 members 
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	Iteration 98Q: 3 clusters Score -6846612 nChanged 180
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Mstep: Class 1 contains 51659 members 
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	Iteration 99Q: 3 clusters Score -6846612 nChanged 150
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Mstep: Class 1 contains 51809 members 
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	Iteration 100F: 3 clusters Score -6846624 nChanged 164
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Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6846654 nChanged 144
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Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 2976 members 
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	Iteration 102Q: 3 clusters Score -6846657 nChanged 128
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Mstep: Class 1 contains 52235 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6846652 nChanged 111
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Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6846648 nChanged 109
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Mstep: Class 1 contains 52447 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6846690 nChanged 99
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6846674 nChanged 98
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Mstep: Class 1 contains 52642 members 
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	Iteration 107Q: 3 clusters Score -6846670 nChanged 90
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Mstep: Class 1 contains 52732 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6846674 nChanged 80
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Mstep: Class 1 contains 52810 members 
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	Iteration 109Q: 3 clusters Score -6846686 nChanged 60
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Mstep: Class 1 contains 52870 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6846694 nChanged 56
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6846712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6846712 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6846719.500000 Penalty: 3547.929199
	Iteration 113Q: 3 clusters Score -6846720 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6846720 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6846712 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6846712 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6846720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6846704.000000 Penalty: 3547.929199
	Iteration 118Q: 3 clusters Score -6846704 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6846707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6846703.000000 Penalty: 3547.929199
	Iteration 120F: 3 clusters Score -6846703 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6846704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6846710.500000 Penalty: 3547.929199
	Iteration 122Q: 3 clusters Score -6846710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6846708 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6846730 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6846724 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6846730 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6846741 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6846738 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6846747 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6846744 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6846752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6846762.500000 Penalty: 3547.929199
	Iteration 132Q: 3 clusters Score -6846762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6846765.000000 Penalty: 3547.929199
	Iteration 133Q: 3 clusters Score -6846765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6846758.500000 Penalty: 3547.929199
	Iteration 134Q: 3 clusters Score -6846758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6846755.500000 Penalty: 3547.929199
	Iteration 135Q: 3 clusters Score -6846756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6846758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6846757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6846764.000000 Penalty: 3547.929199
	Iteration 138Q: 3 clusters Score -6846764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6846761.000000 Penalty: 3547.929199
	Iteration 139Q: 3 clusters Score -6846761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6846755.500000 Penalty: 3547.929199
	Iteration 140F: 3 clusters Score -6846756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6846753.500000 Penalty: 3547.929199
	Iteration 141Q: 3 clusters Score -6846754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6846758.000000 Penalty: 3547.929199
	Iteration 142Q: 3 clusters Score -6846758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6846761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6846758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6846758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6846753.500000 Penalty: 3547.929199
	Iteration 146Q: 3 clusters Score -6846754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6846749.500000 Penalty: 3547.929199
	Iteration 147Q: 3 clusters Score -6846750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6846750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6846748.000000 Penalty: 3547.929199
	Iteration 149Q: 3 clusters Score -6846748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6846738.500000 Penalty: 3547.929199
	Iteration 150Q: 3 clusters Score -6846738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6846741.500000 Penalty: 3547.929199
	Iteration 151Q: 3 clusters Score -6846742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -6846740.500000 Penalty: 3547.929199
	Iteration 152Q: 3 clusters Score -6846740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6846739.500000 Penalty: 3547.929199
	Iteration 153Q: 3 clusters Score -6846740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6846749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6846746.000000 Penalty: 3547.929199
	Iteration 155Q: 3 clusters Score -6846746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -6846742.500000 Penalty: 3547.929199
	Iteration 156Q: 3 clusters Score -6846742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6846741.000000 Penalty: 3547.929199
	Iteration 157Q: 3 clusters Score -6846741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6846741.500000 Penalty: 3547.929199
	Iteration 158Q: 3 clusters Score -6846742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6846745.500000 Penalty: 3547.929199
	Iteration 159Q: 3 clusters Score -6846746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53540 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -6846737.500000 Penalty: 3547.929199
	Iteration 160F: 3 clusters Score -6846738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6846735.500000 Penalty: 3547.929199
	Iteration 161Q: 3 clusters Score -6846736 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6846737.500000 Penalty: 3547.929199
	Iteration 162Q: 3 clusters Score -6846738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6846736.500000 Penalty: 3547.929199
	Iteration 163Q: 3 clusters Score -6846736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6846738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6846751.500000 Penalty: 3547.929199
	Iteration 165Q: 3 clusters Score -6846752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6846741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6846743.500000 Penalty: 3547.929199
	Iteration 167Q: 3 clusters Score -6846744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6846733.000000 Penalty: 3547.929199
	Iteration 168Q: 3 clusters Score -6846733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6846737.500000 Penalty: 3547.929199
	Iteration 169Q: 3 clusters Score -6846738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6846730.000000 Penalty: 3547.929199
	Iteration 170Q: 3 clusters Score -6846730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6846731.500000 Penalty: 3547.929199
	Iteration 171Q: 3 clusters Score -6846732 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6846732.500000 Penalty: 3547.929199
	Iteration 172Q: 3 clusters Score -6846732 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6846730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6846739.000000 Penalty: 3547.929199
	Iteration 174Q: 3 clusters Score -6846739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6846735.000000 Penalty: 3547.929199
	Iteration 175Q: 3 clusters Score -6846735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6846738.000000 Penalty: 3547.929199
	Iteration 176Q: 3 clusters Score -6846738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6846734.000000 Penalty: 3547.929199
	Iteration 177Q: 3 clusters Score -6846734 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53597 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6846727.000000 Penalty: 3547.929199
	Iteration 178Q: 3 clusters Score -6846727 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6846732 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -6846732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (74509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74509 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -9233247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -9183962 nChanged 35482
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9203956 nChanged 2007
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -9204322 nChanged 2003
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -9204726 nChanged 2217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -9205351 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -9206349 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -9208014.000000 Penalty: 3646.069580
	Iteration 6Q: 3 clusters Score -9208014 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -9210583.000000 Penalty: 3646.069580
	Iteration 7F: 3 clusters Score -9210583 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -9214533.000000 Penalty: 3646.069580
	Iteration 8F: 3 clusters Score -9214533 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -9219616.000000 Penalty: 3646.069580
	Iteration 9F: 3 clusters Score -9219616 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -9224358 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -9227008.000000 Penalty: 3646.069580
	Iteration 11F: 3 clusters Score -9227008 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9227860 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -9228227.000000 Penalty: 3646.069580
	Iteration 13Q: 3 clusters Score -9228227 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
Score: -9228492.000000 Penalty: 3646.069580
	Iteration 14Q: 3 clusters Score -9228492 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -9228700.000000 Penalty: 3646.069580
	Iteration 15Q: 3 clusters Score -9228700 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 57512 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9228885 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -9228976.000000 Penalty: 3646.069580
	Iteration 17Q: 3 clusters Score -9228976 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 58179 members 
Entering Unmasked Estep 
Score: -9229064.000000 Penalty: 3646.069580
	Iteration 18Q: 3 clusters Score -9229064 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -9229160.000000 Penalty: 3646.069580
	Iteration 19Q: 3 clusters Score -9229160 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -9229225.000000 Penalty: 3646.069580
	Iteration 20F: 3 clusters Score -9229225 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -9229296.000000 Penalty: 3646.069580
	Iteration 21Q: 3 clusters Score -9229296 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9229581 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9229605 nChanged 177
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Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9229650 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9229681 nChanged 162
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Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 61335 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9229890 nChanged 97
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Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 62008 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9229906 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 62090 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9229916 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 62160 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 62220 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 62281 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9230064 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9230067 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9230095 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11625 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 63075 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 63248 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 63415 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9230303 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 63631 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9230326 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 63764 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9230346 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9230381 nChanged 135
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Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9230405 nChanged 133
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Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 64166 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10045 members 
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Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 64606 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9756 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 64889 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 65016 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9230682 nChanged 138
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Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 65154 members 
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	Iteration 72Q: 3 clusters Score -9230723 nChanged 141
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Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 65295 members 
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Mstep: Class 1 contains 9069 members 
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Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9230830 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 65912 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9230883 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 66039 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9230929 nChanged 120
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Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9230953 nChanged 125
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Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 66284 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 66404 members 
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Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9231046 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 66607 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 66705 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9231095 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9231127 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9231172 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9231252 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 67413 members 
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Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 67539 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 67666 members 
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Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 67798 members 
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Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 67936 members 
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Mstep: Class 1 contains 6428 members 
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	Iteration 95Q: 3 clusters Score -9231512 nChanged 143
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Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 68224 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 68384 members 
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	Iteration 97Q: 3 clusters Score -9231670 nChanged 173
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Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 68557 members 
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	Iteration 98Q: 3 clusters Score -9231744 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5788 members 
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Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 68912 members 
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Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 69121 members 
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Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 69339 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9232069 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9232161 nChanged 215
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Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
Score: -9232181.000000 Penalty: 3646.069580
	Iteration 104Q: 3 clusters Score -9232181 nChanged 199
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Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9232205 nChanged 183
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Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 70143 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9232247 nChanged 196
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Mstep: Class 2 contains 70339 members 
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	Iteration 107Q: 3 clusters Score -9232299 nChanged 203
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Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 70542 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9232333 nChanged 201
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Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 70743 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9232338 nChanged 193
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Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 70936 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9232337 nChanged 173
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Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 71109 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9232388 nChanged 167
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Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 71274 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9232422 nChanged 164
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Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 71438 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9232432 nChanged 171
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Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 71609 members 
Entering Unmasked Estep 
Score: -9232482.000000 Penalty: 3646.069580
	Iteration 114Q: 3 clusters Score -9232482 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 71771 members 
Entering Unmasked Estep 
Score: -9232497.000000 Penalty: 3646.069580
	Iteration 115Q: 3 clusters Score -9232497 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 71918 members 
Entering Unmasked Estep 
Score: -9232510.000000 Penalty: 3646.069580
	Iteration 116Q: 3 clusters Score -9232510 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 72049 members 
Entering Unmasked Estep 
Score: -9232544.000000 Penalty: 3646.069580
	Iteration 117Q: 3 clusters Score -9232544 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -9232550.000000 Penalty: 3646.069580
	Iteration 118Q: 3 clusters Score -9232550 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 72273 members 
Entering Unmasked Estep 
Score: -9232570.000000 Penalty: 3646.069580
	Iteration 119Q: 3 clusters Score -9232570 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
Score: -9232611.000000 Penalty: 3646.069580
	Iteration 120F: 3 clusters Score -9232611 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -9232607.000000 Penalty: 3646.069580
	Iteration 121Q: 3 clusters Score -9232607 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 72584 members 
Entering Unmasked Estep 
Score: -9232616.000000 Penalty: 3646.069580
	Iteration 122Q: 3 clusters Score -9232616 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -9232633.000000 Penalty: 3646.069580
	Iteration 123Q: 3 clusters Score -9232633 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 72733 members 
Entering Unmasked Estep 
Score: -9232641.000000 Penalty: 3646.069580
	Iteration 124Q: 3 clusters Score -9232641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -9232647.000000 Penalty: 3646.069580
	Iteration 125Q: 3 clusters Score -9232647 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 72824 members 
Entering Unmasked Estep 
Score: -9232647.000000 Penalty: 3646.069580
	Iteration 126Q: 3 clusters Score -9232647 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -9232653.000000 Penalty: 3646.069580
	Iteration 127Q: 3 clusters Score -9232653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -9232664.000000 Penalty: 3646.069580
	Iteration 128Q: 3 clusters Score -9232664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 72910 members 
Entering Unmasked Estep 
Score: -9232673.000000 Penalty: 3646.069580
	Iteration 129Q: 3 clusters Score -9232673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 72932 members 
Entering Unmasked Estep 
Score: -9232684.000000 Penalty: 3646.069580
	Iteration 130Q: 3 clusters Score -9232684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 72953 members 
Entering Unmasked Estep 
Score: -9232691.000000 Penalty: 3646.069580
	Iteration 131Q: 3 clusters Score -9232691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
Score: -9232690.000000 Penalty: 3646.069580
	Iteration 132Q: 3 clusters Score -9232690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 72984 members 
Entering Unmasked Estep 
Score: -9232679.000000 Penalty: 3646.069580
	Iteration 133Q: 3 clusters Score -9232679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -9232675.000000 Penalty: 3646.069580
	Iteration 134Q: 3 clusters Score -9232675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 73010 members 
Entering Unmasked Estep 
Score: -9232684.000000 Penalty: 3646.069580
	Iteration 135Q: 3 clusters Score -9232684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -9232680.000000 Penalty: 3646.069580
	Iteration 136Q: 3 clusters Score -9232680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 73017 members 
Entering Unmasked Estep 
Score: -9232673.000000 Penalty: 3646.069580
	Iteration 137Q: 3 clusters Score -9232673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 73018 members 
Entering Unmasked Estep 
Score: -9232673.000000 Penalty: 3646.069580
	Iteration 138Q: 3 clusters Score -9232673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 73019 members 
Entering Unmasked Estep 
Score: -9232678.000000 Penalty: 3646.069580
	Iteration 139Q: 3 clusters Score -9232678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 73019 members 
Entering Unmasked Estep 
Score: -9232678.000000 Penalty: 3646.069580
	Iteration 140F: 3 clusters Score -9232678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Entering Unmasked Estep 
Score: -10211318.000000 Penalty: 1838.754639
	Iteration 0F: 2 clusters Score -1.021132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -10158826.000000 Penalty: 3677.509277
	Iteration 0F: 3 clusters Score -1.015883e+07 nChanged 39014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -10180983.000000 Penalty: 3677.509277
	Iteration 1F: 3 clusters Score -1.018098e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -10181414.000000 Penalty: 3677.509277
	Iteration 2Q: 3 clusters Score -1.018141e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -10181917.000000 Penalty: 3677.509277
	Iteration 3Q: 3 clusters Score -1.018192e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -10182610.000000 Penalty: 3677.509277
	Iteration 4Q: 3 clusters Score -1.018261e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -10183679.000000 Penalty: 3677.509277
	Iteration 5Q: 3 clusters Score -1.018368e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -10185489.000000 Penalty: 3677.509277
	Iteration 6Q: 3 clusters Score -1.018549e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -10188790.000000 Penalty: 3677.509277
	Iteration 7F: 3 clusters Score -1.018879e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -10193787.000000 Penalty: 3677.509277
	Iteration 8F: 3 clusters Score -1.019379e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -10199542.000000 Penalty: 3677.509277
	Iteration 9F: 3 clusters Score -1.019954e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -10204436.000000 Penalty: 3677.509277
	Iteration 10F: 3 clusters Score -1.020444e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -10207303.000000 Penalty: 3677.509277
	Iteration 11Q: 3 clusters Score -1.02073e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -10208603.000000 Penalty: 3677.509277
	Iteration 12Q: 3 clusters Score -1.02086e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78691 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -10209150.000000 Penalty: 3677.509277
	Iteration 13Q: 3 clusters Score -1.020915e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79456 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -10209456.000000 Penalty: 3677.509277
	Iteration 14Q: 3 clusters Score -1.020946e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79989 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -10209639.000000 Penalty: 3677.509277
	Iteration 15Q: 3 clusters Score -1.020964e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -10209747.000000 Penalty: 3677.509277
	Iteration 16Q: 3 clusters Score -1.020975e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80704 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -10209824.000000 Penalty: 3677.509277
	Iteration 17Q: 3 clusters Score -1.020982e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -10209854.000000 Penalty: 3677.509277
	Iteration 18Q: 3 clusters Score -1.020985e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81126 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -10209851.000000 Penalty: 3677.509277
	Iteration 19Q: 3 clusters Score -1.020985e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81270 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -10209862.000000 Penalty: 3677.509277
	Iteration 20F: 3 clusters Score -1.020986e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81394 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10209884.000000 Penalty: 3677.509277
	Iteration 21Q: 3 clusters Score -1.020988e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81484 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10209897.000000 Penalty: 3677.509277
	Iteration 22Q: 3 clusters Score -1.02099e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81537 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10209917.000000 Penalty: 3677.509277
	Iteration 23Q: 3 clusters Score -1.020992e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10209919.000000 Penalty: 3677.509277
	Iteration 24Q: 3 clusters Score -1.020992e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81600 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10209934.000000 Penalty: 3677.509277
	Iteration 25Q: 3 clusters Score -1.020993e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81636 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -10209933.000000 Penalty: 3677.509277
	Iteration 26Q: 3 clusters Score -1.020993e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81661 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -10209941.000000 Penalty: 3677.509277
	Iteration 27Q: 3 clusters Score -1.020994e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81683 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -10209922.000000 Penalty: 3677.509277
	Iteration 28Q: 3 clusters Score -1.020992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81695 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10209923.000000 Penalty: 3677.509277
	Iteration 29Q: 3 clusters Score -1.020992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81713 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10209922.000000 Penalty: 3677.509277
	Iteration 30Q: 3 clusters Score -1.020992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81722 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10209925.000000 Penalty: 3677.509277
	Iteration 31Q: 3 clusters Score -1.020992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10209922.000000 Penalty: 3677.509277
	Iteration 32Q: 3 clusters Score -1.020992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10209925.000000 Penalty: 3677.509277
	Iteration 33Q: 3 clusters Score -1.020992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81736 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10209934.000000 Penalty: 3677.509277
	Iteration 34Q: 3 clusters Score -1.020993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10209933.000000 Penalty: 3677.509277
	Iteration 35Q: 3 clusters Score -1.020993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10209933.000000 Penalty: 3677.509277
	Iteration 36F: 3 clusters Score -1.020993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69260 members 
Entering Unmasked Estep 
Score: -8630213.000000 Penalty: 1811.163818
	Iteration 0F: 2 clusters Score -8630213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -8585201.000000 Penalty: 3622.327637
	Iteration 0F: 3 clusters Score -8585201 nChanged 32754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -8603976.000000 Penalty: 3622.327637
	Iteration 1F: 3 clusters Score -8603976 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -8604448.000000 Penalty: 3622.327637
	Iteration 2Q: 3 clusters Score -8604448 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -8604999.000000 Penalty: 3622.327637
	Iteration 3Q: 3 clusters Score -8604999 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -8605763.000000 Penalty: 3622.327637
	Iteration 4Q: 3 clusters Score -8605763 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -8606803.000000 Penalty: 3622.327637
	Iteration 5Q: 3 clusters Score -8606803 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -8608301.000000 Penalty: 3622.327637
	Iteration 6Q: 3 clusters Score -8608301 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -8610640.000000 Penalty: 3622.327637
	Iteration 7F: 3 clusters Score -8610640 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -8613933.000000 Penalty: 3622.327637
	Iteration 8F: 3 clusters Score -8613933 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -8617725.000000 Penalty: 3622.327637
	Iteration 9F: 3 clusters Score -8617725 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -8620882.000000 Penalty: 3622.327637
	Iteration 10F: 3 clusters Score -8620882 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -8623001.000000 Penalty: 3622.327637
	Iteration 11Q: 3 clusters Score -8623001 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -8624453.000000 Penalty: 3622.327637
	Iteration 12Q: 3 clusters Score -8624453 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -8625510.000000 Penalty: 3622.327637
	Iteration 13Q: 3 clusters Score -8625510 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -8626361.000000 Penalty: 3622.327637
	Iteration 14Q: 3 clusters Score -8626361 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -8627016.000000 Penalty: 3622.327637
	Iteration 15Q: 3 clusters Score -8627016 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -8627516.000000 Penalty: 3622.327637
	Iteration 16Q: 3 clusters Score -8627516 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 67428 members 
Entering Unmasked Estep 
Score: -8627885.000000 Penalty: 3622.327637
	Iteration 17Q: 3 clusters Score -8627885 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 67823 members 
Entering Unmasked Estep 
Score: -8628218.000000 Penalty: 3622.327637
	Iteration 18Q: 3 clusters Score -8628218 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 68082 members 
Entering Unmasked Estep 
Score: -8628408.000000 Penalty: 3622.327637
	Iteration 19Q: 3 clusters Score -8628408 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 68264 members 
Entering Unmasked Estep 
Score: -8628514.000000 Penalty: 3622.327637
	Iteration 20F: 3 clusters Score -8628514 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 68383 members 
Entering Unmasked Estep 
Score: -8628590.000000 Penalty: 3622.327637
	Iteration 21Q: 3 clusters Score -8628590 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 68463 members 
Entering Unmasked Estep 
Score: -8628640.000000 Penalty: 3622.327637
	Iteration 22Q: 3 clusters Score -8628640 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
Score: -8628679.000000 Penalty: 3622.327637
	Iteration 23Q: 3 clusters Score -8628679 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -8628682.000000 Penalty: 3622.327637
	Iteration 24Q: 3 clusters Score -8628682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 68604 members 
Entering Unmasked Estep 
Score: -8628697.000000 Penalty: 3622.327637
	Iteration 25Q: 3 clusters Score -8628697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 68624 members 
Entering Unmasked Estep 
Score: -8628715.000000 Penalty: 3622.327637
	Iteration 26Q: 3 clusters Score -8628715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
Score: -8628718.000000 Penalty: 3622.327637
	Iteration 27Q: 3 clusters Score -8628718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -8628729.000000 Penalty: 3622.327637
	Iteration 28Q: 3 clusters Score -8628729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -8628751.000000 Penalty: 3622.327637
	Iteration 29Q: 3 clusters Score -8628751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 68701 members 
Entering Unmasked Estep 
Score: -8628761.000000 Penalty: 3622.327637
	Iteration 30Q: 3 clusters Score -8628761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -8628782.000000 Penalty: 3622.327637
	Iteration 31Q: 3 clusters Score -8628782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -8628791.000000 Penalty: 3622.327637
	Iteration 32Q: 3 clusters Score -8628791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 68726 members 
Entering Unmasked Estep 
Score: -8628802.000000 Penalty: 3622.327637
	Iteration 33Q: 3 clusters Score -8628802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -8628801.000000 Penalty: 3622.327637
	Iteration 34Q: 3 clusters Score -8628801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -8628813.000000 Penalty: 3622.327637
	Iteration 35Q: 3 clusters Score -8628813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 68747 members 
Entering Unmasked Estep 
Score: -8628811.000000 Penalty: 3622.327637
	Iteration 36Q: 3 clusters Score -8628811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 68750 members 
Entering Unmasked Estep 
Score: -8628814.000000 Penalty: 3622.327637
	Iteration 37Q: 3 clusters Score -8628814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 68754 members 
Entering Unmasked Estep 
Score: -8628821.000000 Penalty: 3622.327637
	Iteration 38Q: 3 clusters Score -8628821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 68758 members 
Entering Unmasked Estep 
Score: -8628825.000000 Penalty: 3622.327637
	Iteration 39Q: 3 clusters Score -8628825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -8628819.000000 Penalty: 3622.327637
	Iteration 40F: 3 clusters Score -8628819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -8628817.000000 Penalty: 3622.327637
	Iteration 41Q: 3 clusters Score -8628817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -8628821.000000 Penalty: 3622.327637
	Iteration 42Q: 3 clusters Score -8628821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -8628821.000000 Penalty: 3622.327637
	Iteration 43F: 3 clusters Score -8628821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (80737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Entering Unmasked Estep 
Score: -9982679.000000 Penalty: 1836.079712
	Iteration 0F: 2 clusters Score -9982679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -9931334.000000 Penalty: 3672.159424
	Iteration 0F: 3 clusters Score -9931334 nChanged 38580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -9954096.000000 Penalty: 3672.159424
	Iteration 1F: 3 clusters Score -9954096 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -9955359.000000 Penalty: 3672.159424
	Iteration 2Q: 3 clusters Score -9955359 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -9957375.000000 Penalty: 3672.159424
	Iteration 3F: 3 clusters Score -9957375 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -9960144.000000 Penalty: 3672.159424
	Iteration 4F: 3 clusters Score -9960144 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -9964060.000000 Penalty: 3672.159424
	Iteration 5F: 3 clusters Score -9964060 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -9968642.000000 Penalty: 3672.159424
	Iteration 6F: 3 clusters Score -9968642 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -9973168.000000 Penalty: 3672.159424
	Iteration 7F: 3 clusters Score -9973168 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 63248 members 
Entering Unmasked Estep 
Score: -9976376.000000 Penalty: 3672.159424
	Iteration 8Q: 3 clusters Score -9976376 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -9977969.000000 Penalty: 3672.159424
	Iteration 9Q: 3 clusters Score -9977969 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 66522 members 
Entering Unmasked Estep 
Score: -9978601.000000 Penalty: 3672.159424
	Iteration 10Q: 3 clusters Score -9978601 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -9978987.000000 Penalty: 3672.159424
	Iteration 11Q: 3 clusters Score -9978987 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -9979285.000000 Penalty: 3672.159424
	Iteration 12Q: 3 clusters Score -9979285 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -9979512.000000 Penalty: 3672.159424
	Iteration 13Q: 3 clusters Score -9979512 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 71155 members 
Entering Unmasked Estep 
Score: -9979732.000000 Penalty: 3672.159424
	Iteration 14Q: 3 clusters Score -9979732 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -9979940.000000 Penalty: 3672.159424
	Iteration 15Q: 3 clusters Score -9979940 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -9980110.000000 Penalty: 3672.159424
	Iteration 16Q: 3 clusters Score -9980110 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -9980259.000000 Penalty: 3672.159424
	Iteration 17Q: 3 clusters Score -9980259 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 74855 members 
Entering Unmasked Estep 
Score: -9980437.000000 Penalty: 3672.159424
	Iteration 18Q: 3 clusters Score -9980437 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 75580 members 
Entering Unmasked Estep 
Score: -9980536.000000 Penalty: 3672.159424
	Iteration 19Q: 3 clusters Score -9980536 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -9980686.000000 Penalty: 3672.159424
	Iteration 20F: 3 clusters Score -9980686 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 76791 members 
Entering Unmasked Estep 
Score: -9980841.000000 Penalty: 3672.159424
	Iteration 21Q: 3 clusters Score -9980841 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 77272 members 
Entering Unmasked Estep 
Score: -9980939.000000 Penalty: 3672.159424
	Iteration 22Q: 3 clusters Score -9980939 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 77704 members 
Entering Unmasked Estep 
Score: -9981032.000000 Penalty: 3672.159424
	Iteration 23Q: 3 clusters Score -9981032 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -9981068.000000 Penalty: 3672.159424
	Iteration 24Q: 3 clusters Score -9981068 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -9981119.000000 Penalty: 3672.159424
	Iteration 25Q: 3 clusters Score -9981119 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 78691 members 
Entering Unmasked Estep 
Score: -9981169.000000 Penalty: 3672.159424
	Iteration 26Q: 3 clusters Score -9981169 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 78927 members 
Entering Unmasked Estep 
Score: -9981247.000000 Penalty: 3672.159424
	Iteration 27Q: 3 clusters Score -9981247 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 79104 members 
Entering Unmasked Estep 
Score: -9981264.000000 Penalty: 3672.159424
	Iteration 28Q: 3 clusters Score -9981264 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 79256 members 
Entering Unmasked Estep 
Score: -9981266.000000 Penalty: 3672.159424
	Iteration 29Q: 3 clusters Score -9981266 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 79377 members 
Entering Unmasked Estep 
Score: -9981304.000000 Penalty: 3672.159424
	Iteration 30Q: 3 clusters Score -9981304 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 79490 members 
Entering Unmasked Estep 
Score: -9981316.000000 Penalty: 3672.159424
	Iteration 31Q: 3 clusters Score -9981316 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -9981340.000000 Penalty: 3672.159424
	Iteration 32Q: 3 clusters Score -9981340 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 79661 members 
Entering Unmasked Estep 
Score: -9981366.000000 Penalty: 3672.159424
	Iteration 33Q: 3 clusters Score -9981366 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 79724 members 
Entering Unmasked Estep 
Score: -9981375.000000 Penalty: 3672.159424
	Iteration 34Q: 3 clusters Score -9981375 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 79784 members 
Entering Unmasked Estep 
Score: -9981380.000000 Penalty: 3672.159424
	Iteration 35Q: 3 clusters Score -9981380 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -9981395.000000 Penalty: 3672.159424
	Iteration 36Q: 3 clusters Score -9981395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 79861 members 
Entering Unmasked Estep 
Score: -9981413.000000 Penalty: 3672.159424
	Iteration 37Q: 3 clusters Score -9981413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 79888 members 
Entering Unmasked Estep 
Score: -9981424.000000 Penalty: 3672.159424
	Iteration 38Q: 3 clusters Score -9981424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -9981431.000000 Penalty: 3672.159424
	Iteration 39Q: 3 clusters Score -9981431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 79947 members 
Entering Unmasked Estep 
Score: -9981452.000000 Penalty: 3672.159424
	Iteration 40F: 3 clusters Score -9981452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 79974 members 
Entering Unmasked Estep 
Score: -9981469.000000 Penalty: 3672.159424
	Iteration 41Q: 3 clusters Score -9981469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 79990 members 
Entering Unmasked Estep 
Score: -9981474.000000 Penalty: 3672.159424
	Iteration 42Q: 3 clusters Score -9981474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 80007 members 
Entering Unmasked Estep 
Score: -9981477.000000 Penalty: 3672.159424
	Iteration 43Q: 3 clusters Score -9981477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 80026 members 
Entering Unmasked Estep 
Score: -9981490.000000 Penalty: 3672.159424
	Iteration 44Q: 3 clusters Score -9981490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 80042 members 
Entering Unmasked Estep 
Score: -9981480.000000 Penalty: 3672.159424
	Iteration 45Q: 3 clusters Score -9981480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 80053 members 
Entering Unmasked Estep 
Score: -9981491.000000 Penalty: 3672.159424
	Iteration 46Q: 3 clusters Score -9981491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 80061 members 
Entering Unmasked Estep 
Score: -9981493.000000 Penalty: 3672.159424
	Iteration 47Q: 3 clusters Score -9981493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 80068 members 
Entering Unmasked Estep 
Score: -9981481.000000 Penalty: 3672.159424
	Iteration 48Q: 3 clusters Score -9981481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 80076 members 
Entering Unmasked Estep 
Score: -9981485.000000 Penalty: 3672.159424
	Iteration 49Q: 3 clusters Score -9981485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 80084 members 
Entering Unmasked Estep 
Score: -9981496.000000 Penalty: 3672.159424
	Iteration 50Q: 3 clusters Score -9981496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 80088 members 
Entering Unmasked Estep 
Score: -9981494.000000 Penalty: 3672.159424
	Iteration 51Q: 3 clusters Score -9981494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 80092 members 
Entering Unmasked Estep 
Score: -9981493.000000 Penalty: 3672.159424
	Iteration 52Q: 3 clusters Score -9981493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 80094 members 
Entering Unmasked Estep 
Score: -9981492.000000 Penalty: 3672.159424
	Iteration 53Q: 3 clusters Score -9981492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -9981488.000000 Penalty: 3672.159424
	Iteration 54Q: 3 clusters Score -9981488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 80099 members 
Entering Unmasked Estep 
Score: -9981491.000000 Penalty: 3672.159424
	Iteration 55Q: 3 clusters Score -9981491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 80099 members 
Entering Unmasked Estep 
Score: -9981491.000000 Penalty: 3672.159424
	Iteration 56F: 3 clusters Score -9981491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Entering Unmasked Estep 
Score: -5216702.500000 Penalty: 1729.718994
	Iteration 0F: 2 clusters Score -5216702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -5188677.000000 Penalty: 3459.437988
	Iteration 0F: 3 clusters Score -5188677 nChanged 19477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -5199685.000000 Penalty: 3459.437988
	Iteration 1F: 3 clusters Score -5199685 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -5200190.000000 Penalty: 3459.437988
	Iteration 2Q: 3 clusters Score -5200190 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -5200734.500000 Penalty: 3459.437988
	Iteration 3Q: 3 clusters Score -5200734 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -5201484.000000 Penalty: 3459.437988
	Iteration 4Q: 3 clusters Score -5201484 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -5202371.000000 Penalty: 3459.437988
	Iteration 5Q: 3 clusters Score -5202371 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -5203530.000000 Penalty: 3459.437988
	Iteration 6Q: 3 clusters Score -5203530 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -5205010.000000 Penalty: 3459.437988
	Iteration 7F: 3 clusters Score -5205010 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -5206809.000000 Penalty: 3459.437988
	Iteration 8F: 3 clusters Score -5206809 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -5208516.000000 Penalty: 3459.437988
	Iteration 9F: 3 clusters Score -5208516 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -5209758.500000 Penalty: 3459.437988
	Iteration 10F: 3 clusters Score -5209758 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -5210361.500000 Penalty: 3459.437988
	Iteration 11Q: 3 clusters Score -5210362 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -5210565.000000 Penalty: 3459.437988
	Iteration 12Q: 3 clusters Score -5210565 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -5210661.500000 Penalty: 3459.437988
	Iteration 13Q: 3 clusters Score -5210662 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5210754 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5210798 nChanged 270
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5210836 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5210845 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5210874 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5210900 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5210942 nChanged 209
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Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5210976 nChanged 191
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5211009 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5210999 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5211026 nChanged 157
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Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5211055 nChanged 134
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Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5211066 nChanged 142
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Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5211072 nChanged 143
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Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5211076 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5211098 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5211100 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5211106 nChanged 144
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Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5211118 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -5211140.000000 Penalty: 3459.437988
	Iteration 33Q: 3 clusters Score -5211140 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5211160 nChanged 172
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Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5211179 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5211192 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5211208 nChanged 176
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Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5211236 nChanged 197
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Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5211255 nChanged 225
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Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5211285 nChanged 247
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Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5211331 nChanged 251
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Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5211368 nChanged 247
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Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5211391 nChanged 263
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Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5211426 nChanged 305
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Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5211480 nChanged 328
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Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5211516 nChanged 353
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Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5211606 nChanged 371
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Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5211678 nChanged 415
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5211782 nChanged 451
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5211896 nChanged 450
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5212019 nChanged 449
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5212154 nChanged 479
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Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5212279 nChanged 507
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Mstep: Class 1 contains 10983 members 
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	Iteration 54Q: 3 clusters Score -5212467 nChanged 517
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Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5212642 nChanged 534
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Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5212850 nChanged 543
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5213081 nChanged 520
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Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5213287 nChanged 481
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Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5213443 nChanged 440
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Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5213581 nChanged 391
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Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5213697 nChanged 362
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Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5213782 nChanged 344
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Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5213906 nChanged 336
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Mstep: Class 1 contains 6577 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5213998 nChanged 305
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5214046 nChanged 303
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Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5214118 nChanged 295
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Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5214212 nChanged 279
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Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5214282 nChanged 272
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Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5214347 nChanged 282
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Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5214412 nChanged 266
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Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5214475 nChanged 242
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Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5214536 nChanged 259
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Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5214600 nChanged 215
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Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5214670 nChanged 203
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Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5214718 nChanged 179
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Mstep: Class 1 contains 3477 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5214758 nChanged 166
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Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5214821 nChanged 159
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Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5214856 nChanged 145
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Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5214908 nChanged 134
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Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5214938 nChanged 128
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Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5214970 nChanged 122
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Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5215004 nChanged 110
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Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5215035 nChanged 102
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Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5215061 nChanged 88
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Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5215088 nChanged 81
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Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5215100 nChanged 75
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Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5215121 nChanged 71
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Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5215150 nChanged 79
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Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5215165 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5215207 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5215227 nChanged 67
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Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5215238 nChanged 49
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Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 40200 members 
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	Iteration 93Q: 3 clusters Score -5215245 nChanged 44
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Mstep: Class 1 contains 1718 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5215246 nChanged 37
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Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5215260 nChanged 29
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Mstep: Class 1 contains 1654 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5215269 nChanged 25
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Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5215282 nChanged 28
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Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5215280 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5215284 nChanged 19
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Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5215279 nChanged 17
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Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5215274 nChanged 13
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Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5215284 nChanged 15
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	Iteration 103Q: 3 clusters Score -5215283 nChanged 12
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Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5215288 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5215290 nChanged 16
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Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5215294 nChanged 11
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Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -5215297.500000 Penalty: 3459.437988
	Iteration 107Q: 3 clusters Score -5215298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -5215302.000000 Penalty: 3459.437988
	Iteration 108Q: 3 clusters Score -5215302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -5215304.000000 Penalty: 3459.437988
	Iteration 109Q: 3 clusters Score -5215304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -5215305.000000 Penalty: 3459.437988
	Iteration 110Q: 3 clusters Score -5215305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -5215311.000000 Penalty: 3459.437988
	Iteration 111Q: 3 clusters Score -5215311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -5215304.500000 Penalty: 3459.437988
	Iteration 112Q: 3 clusters Score -5215304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -5215312.000000 Penalty: 3459.437988
	Iteration 113Q: 3 clusters Score -5215312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -5215308.500000 Penalty: 3459.437988
	Iteration 114Q: 3 clusters Score -5215308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -5215312.000000 Penalty: 3459.437988
	Iteration 115Q: 3 clusters Score -5215312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -5215315.500000 Penalty: 3459.437988
	Iteration 116Q: 3 clusters Score -5215316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -5215316.000000 Penalty: 3459.437988
	Iteration 117Q: 3 clusters Score -5215316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -5215319.000000 Penalty: 3459.437988
	Iteration 118Q: 3 clusters Score -5215319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -5215316.500000 Penalty: 3459.437988
	Iteration 119Q: 3 clusters Score -5215316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -5215321.000000 Penalty: 3459.437988
	Iteration 120F: 3 clusters Score -5215321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -5215324.500000 Penalty: 3459.437988
	Iteration 121Q: 3 clusters Score -5215324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -5215322.500000 Penalty: 3459.437988
	Iteration 122Q: 3 clusters Score -5215322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -5215325.000000 Penalty: 3459.437988
	Iteration 123Q: 3 clusters Score -5215325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -5215322.500000 Penalty: 3459.437988
	Iteration 124Q: 3 clusters Score -5215322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -5215325.500000 Penalty: 3459.437988
	Iteration 125Q: 3 clusters Score -5215326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -5215326.500000 Penalty: 3459.437988
	Iteration 126Q: 3 clusters Score -5215326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -5215328.500000 Penalty: 3459.437988
	Iteration 127Q: 3 clusters Score -5215328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -5215333.000000 Penalty: 3459.437988
	Iteration 128Q: 3 clusters Score -5215333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -5215334.000000 Penalty: 3459.437988
	Iteration 129Q: 3 clusters Score -5215334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -5215335.000000 Penalty: 3459.437988
	Iteration 130Q: 3 clusters Score -5215335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -5215336.500000 Penalty: 3459.437988
	Iteration 131Q: 3 clusters Score -5215336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -5215332.000000 Penalty: 3459.437988
	Iteration 132Q: 3 clusters Score -5215332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -5215332.000000 Penalty: 3459.437988
	Iteration 133Q: 3 clusters Score -5215332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -5215331.000000 Penalty: 3459.437988
	Iteration 134Q: 3 clusters Score -5215331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -5215338.000000 Penalty: 3459.437988
	Iteration 135Q: 3 clusters Score -5215338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -5215341.000000 Penalty: 3459.437988
	Iteration 136Q: 3 clusters Score -5215341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -5215340.000000 Penalty: 3459.437988
	Iteration 137Q: 3 clusters Score -5215340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -5215340.000000 Penalty: 3459.437988
	Iteration 138F: 3 clusters Score -5215340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Entering Unmasked Estep 
Score: -5072632.000000 Penalty: 1725.155151
	Iteration 0F: 2 clusters Score -5072632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -5045166.000000 Penalty: 3450.310303
	Iteration 0F: 3 clusters Score -5045166 nChanged 19173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -5055872.500000 Penalty: 3450.310303
	Iteration 1F: 3 clusters Score -5055872 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -5056365.000000 Penalty: 3450.310303
	Iteration 2Q: 3 clusters Score -5056365 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -5057102.500000 Penalty: 3450.310303
	Iteration 3Q: 3 clusters Score -5057102 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -5058072.500000 Penalty: 3450.310303
	Iteration 4Q: 3 clusters Score -5058072 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -5059565.000000 Penalty: 3450.310303
	Iteration 5F: 3 clusters Score -5059565 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -5061957.000000 Penalty: 3450.310303
	Iteration 6F: 3 clusters Score -5061957 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -5064913.500000 Penalty: 3450.310303
	Iteration 7F: 3 clusters Score -5064914 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -5067490.500000 Penalty: 3450.310303
	Iteration 8F: 3 clusters Score -5067490 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -5069222.500000 Penalty: 3450.310303
	Iteration 9Q: 3 clusters Score -5069222 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -5070175.500000 Penalty: 3450.310303
	Iteration 10Q: 3 clusters Score -5070176 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -5070690.000000 Penalty: 3450.310303
	Iteration 11Q: 3 clusters Score -5070690 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -5070953.000000 Penalty: 3450.310303
	Iteration 12Q: 3 clusters Score -5070953 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -5071135.500000 Penalty: 3450.310303
	Iteration 13Q: 3 clusters Score -5071136 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -5071215.500000 Penalty: 3450.310303
	Iteration 14Q: 3 clusters Score -5071216 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -5071307.500000 Penalty: 3450.310303
	Iteration 15Q: 3 clusters Score -5071308 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -5071359.500000 Penalty: 3450.310303
	Iteration 16Q: 3 clusters Score -5071360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -5071398.500000 Penalty: 3450.310303
	Iteration 17Q: 3 clusters Score -5071398 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -5071437.000000 Penalty: 3450.310303
	Iteration 18Q: 3 clusters Score -5071437 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -5071460.000000 Penalty: 3450.310303
	Iteration 19Q: 3 clusters Score -5071460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -5071475.000000 Penalty: 3450.310303
	Iteration 20F: 3 clusters Score -5071475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -5071489.500000 Penalty: 3450.310303
	Iteration 21Q: 3 clusters Score -5071490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -5071493.000000 Penalty: 3450.310303
	Iteration 22Q: 3 clusters Score -5071493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -5071506.000000 Penalty: 3450.310303
	Iteration 23Q: 3 clusters Score -5071506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -5071512.500000 Penalty: 3450.310303
	Iteration 24Q: 3 clusters Score -5071512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -5071519.000000 Penalty: 3450.310303
	Iteration 25Q: 3 clusters Score -5071519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -5071519.500000 Penalty: 3450.310303
	Iteration 26Q: 3 clusters Score -5071520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -5071527.000000 Penalty: 3450.310303
	Iteration 27Q: 3 clusters Score -5071527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -5071530.000000 Penalty: 3450.310303
	Iteration 28Q: 3 clusters Score -5071530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -5071534.000000 Penalty: 3450.310303
	Iteration 29Q: 3 clusters Score -5071534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -5071539.000000 Penalty: 3450.310303
	Iteration 30Q: 3 clusters Score -5071539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -5071539.000000 Penalty: 3450.310303
	Iteration 31F: 3 clusters Score -5071539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Entering Unmasked Estep 
Score: -6196808.000000 Penalty: 1757.376587
	Iteration 0F: 2 clusters Score -6196808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -6163794.500000 Penalty: 3514.753174
	Iteration 0F: 3 clusters Score -6163794 nChanged 23214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -6176680.000000 Penalty: 3514.753174
	Iteration 1F: 3 clusters Score -6176680 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -6177064.500000 Penalty: 3514.753174
	Iteration 2Q: 3 clusters Score -6177064 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -6177473.500000 Penalty: 3514.753174
	Iteration 3Q: 3 clusters Score -6177474 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -6177944.000000 Penalty: 3514.753174
	Iteration 4Q: 3 clusters Score -6177944 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -6178529.500000 Penalty: 3514.753174
	Iteration 5Q: 3 clusters Score -6178530 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -6179515.500000 Penalty: 3514.753174
	Iteration 6Q: 3 clusters Score -6179516 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -6181159.000000 Penalty: 3514.753174
	Iteration 7F: 3 clusters Score -6181159 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -6183532.500000 Penalty: 3514.753174
	Iteration 8F: 3 clusters Score -6183532 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -6186570.500000 Penalty: 3514.753174
	Iteration 9F: 3 clusters Score -6186570 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -6188976.000000 Penalty: 3514.753174
	Iteration 10F: 3 clusters Score -6188976 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -6190175.500000 Penalty: 3514.753174
	Iteration 11Q: 3 clusters Score -6190176 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -6190706.500000 Penalty: 3514.753174
	Iteration 12Q: 3 clusters Score -6190706 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -6191076.000000 Penalty: 3514.753174
	Iteration 13Q: 3 clusters Score -6191076 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -6191374.500000 Penalty: 3514.753174
	Iteration 14Q: 3 clusters Score -6191374 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -6191681.500000 Penalty: 3514.753174
	Iteration 15Q: 3 clusters Score -6191682 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -6191936.500000 Penalty: 3514.753174
	Iteration 16Q: 3 clusters Score -6191936 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -6192226.500000 Penalty: 3514.753174
	Iteration 17Q: 3 clusters Score -6192226 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -6192418.500000 Penalty: 3514.753174
	Iteration 18Q: 3 clusters Score -6192418 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -6192591.000000 Penalty: 3514.753174
	Iteration 19Q: 3 clusters Score -6192591 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -6192778.500000 Penalty: 3514.753174
	Iteration 20F: 3 clusters Score -6192778 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -6192951.000000 Penalty: 3514.753174
	Iteration 21Q: 3 clusters Score -6192951 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -6193084.000000 Penalty: 3514.753174
	Iteration 22Q: 3 clusters Score -6193084 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -6193248.000000 Penalty: 3514.753174
	Iteration 23Q: 3 clusters Score -6193248 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -6193402.000000 Penalty: 3514.753174
	Iteration 24Q: 3 clusters Score -6193402 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -6193551.500000 Penalty: 3514.753174
	Iteration 25Q: 3 clusters Score -6193552 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -6193703.000000 Penalty: 3514.753174
	Iteration 26Q: 3 clusters Score -6193703 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -6193832.500000 Penalty: 3514.753174
	Iteration 27Q: 3 clusters Score -6193832 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -6193986.000000 Penalty: 3514.753174
	Iteration 28Q: 3 clusters Score -6193986 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -6194139.500000 Penalty: 3514.753174
	Iteration 29Q: 3 clusters Score -6194140 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -6194284.500000 Penalty: 3514.753174
	Iteration 30Q: 3 clusters Score -6194284 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -6194393.500000 Penalty: 3514.753174
	Iteration 31Q: 3 clusters Score -6194394 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -6194486.000000 Penalty: 3514.753174
	Iteration 32Q: 3 clusters Score -6194486 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -6194623.500000 Penalty: 3514.753174
	Iteration 33Q: 3 clusters Score -6194624 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -6194713.500000 Penalty: 3514.753174
	Iteration 34Q: 3 clusters Score -6194714 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6194799.000000 Penalty: 3514.753174
	Iteration 35Q: 3 clusters Score -6194799 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6194860.000000 Penalty: 3514.753174
	Iteration 36Q: 3 clusters Score -6194860 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -6194945.000000 Penalty: 3514.753174
	Iteration 37Q: 3 clusters Score -6194945 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6195007.500000 Penalty: 3514.753174
	Iteration 38Q: 3 clusters Score -6195008 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6195069.500000 Penalty: 3514.753174
	Iteration 39Q: 3 clusters Score -6195070 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6195124.000000 Penalty: 3514.753174
	Iteration 40F: 3 clusters Score -6195124 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6195171.500000 Penalty: 3514.753174
	Iteration 41Q: 3 clusters Score -6195172 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6195202.000000 Penalty: 3514.753174
	Iteration 42Q: 3 clusters Score -6195202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6195235.000000 Penalty: 3514.753174
	Iteration 43Q: 3 clusters Score -6195235 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6195259.500000 Penalty: 3514.753174
	Iteration 44Q: 3 clusters Score -6195260 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6195275.500000 Penalty: 3514.753174
	Iteration 45Q: 3 clusters Score -6195276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6195293.000000 Penalty: 3514.753174
	Iteration 46Q: 3 clusters Score -6195293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6195311.500000 Penalty: 3514.753174
	Iteration 47Q: 3 clusters Score -6195312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6195342.500000 Penalty: 3514.753174
	Iteration 48Q: 3 clusters Score -6195342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6195357.500000 Penalty: 3514.753174
	Iteration 49Q: 3 clusters Score -6195358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6195358.500000 Penalty: 3514.753174
	Iteration 50Q: 3 clusters Score -6195358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6195371.000000 Penalty: 3514.753174
	Iteration 51Q: 3 clusters Score -6195371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6195375.500000 Penalty: 3514.753174
	Iteration 52Q: 3 clusters Score -6195376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6195377.500000 Penalty: 3514.753174
	Iteration 53Q: 3 clusters Score -6195378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6195373.000000 Penalty: 3514.753174
	Iteration 54Q: 3 clusters Score -6195373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6195375.500000 Penalty: 3514.753174
	Iteration 55Q: 3 clusters Score -6195376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6195370.500000 Penalty: 3514.753174
	Iteration 56Q: 3 clusters Score -6195370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6195376.000000 Penalty: 3514.753174
	Iteration 57Q: 3 clusters Score -6195376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6195372.500000 Penalty: 3514.753174
	Iteration 58Q: 3 clusters Score -6195372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6195364.500000 Penalty: 3514.753174
	Iteration 59Q: 3 clusters Score -6195364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6195366.500000 Penalty: 3514.753174
	Iteration 60F: 3 clusters Score -6195366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6195367.000000 Penalty: 3514.753174
	Iteration 61Q: 3 clusters Score -6195367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6195373.000000 Penalty: 3514.753174
	Iteration 62Q: 3 clusters Score -6195373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6195376.500000 Penalty: 3514.753174
	Iteration 63Q: 3 clusters Score -6195376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6195375.000000 Penalty: 3514.753174
	Iteration 64Q: 3 clusters Score -6195375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6195372.500000 Penalty: 3514.753174
	Iteration 65Q: 3 clusters Score -6195372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6195372.500000 Penalty: 3514.753174
	Iteration 66F: 3 clusters Score -6195372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -81547.046875 Penalty: 1056.703369
	Iteration 0F: 2 clusters Score -81547.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80354.812500 Penalty: 2113.406738
	Iteration 0F: 3 clusters Score -80354.81 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -80529.796875 Penalty: 2113.406738
	Iteration 1F: 3 clusters Score -80529.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -80581.296875 Penalty: 2113.406738
	Iteration 2F: 3 clusters Score -80581.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80596.195312 Penalty: 2113.406738
	Iteration 3Q: 3 clusters Score -80596.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80609.000000 Penalty: 2113.406738
	Iteration 4Q: 3 clusters Score -80609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80616.000000 Penalty: 2113.406738
	Iteration 5Q: 3 clusters Score -80616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80627.265625 Penalty: 2113.406738
	Iteration 6Q: 3 clusters Score -80627.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80632.718750 Penalty: 2113.406738
	Iteration 7Q: 3 clusters Score -80632.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80633.867188 Penalty: 2113.406738
	Iteration 8Q: 3 clusters Score -80633.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80635.007812 Penalty: 2113.406738
	Iteration 9Q: 3 clusters Score -80635.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80635.968750 Penalty: 2113.406738
	Iteration 10Q: 3 clusters Score -80635.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80637.898438 Penalty: 2113.406738
	Iteration 11Q: 3 clusters Score -80637.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80640.445312 Penalty: 2113.406738
	Iteration 12Q: 3 clusters Score -80640.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80640.445312 Penalty: 2113.406738
	Iteration 13F: 3 clusters Score -80640.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Entering Unmasked Estep 
Score: -798249.875000 Penalty: 1423.446167
	Iteration 0F: 2 clusters Score -798249.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -793402.187500 Penalty: 2846.892334
	Iteration 0F: 3 clusters Score -793402.2 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -794757.937500 Penalty: 2846.892334
	Iteration 1F: 3 clusters Score -794757.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -794972.437500 Penalty: 2846.892334
	Iteration 2F: 3 clusters Score -794972.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -795119.437500 Penalty: 2846.892334
	Iteration 3F: 3 clusters Score -795119.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -795232.812500 Penalty: 2846.892334
	Iteration 4Q: 3 clusters Score -795232.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -795329.000000 Penalty: 2846.892334
	Iteration 5Q: 3 clusters Score -795329 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -795412.312500 Penalty: 2846.892334
	Iteration 6Q: 3 clusters Score -795412.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -795489.187500 Penalty: 2846.892334
	Iteration 7Q: 3 clusters Score -795489.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -795580.750000 Penalty: 2846.892334
	Iteration 8Q: 3 clusters Score -795580.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -795673.937500 Penalty: 2846.892334
	Iteration 9Q: 3 clusters Score -795673.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -795771.250000 Penalty: 2846.892334
	Iteration 10Q: 3 clusters Score -795771.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -795883.812500 Penalty: 2846.892334
	Iteration 11Q: 3 clusters Score -795883.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -796024.875000 Penalty: 2846.892334
	Iteration 12Q: 3 clusters Score -796024.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -796165.937500 Penalty: 2846.892334
	Iteration 13Q: 3 clusters Score -796165.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -796304.250000 Penalty: 2846.892334
	Iteration 14Q: 3 clusters Score -796304.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -796399.187500 Penalty: 2846.892334
	Iteration 15Q: 3 clusters Score -796399.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -796467.500000 Penalty: 2846.892334
	Iteration 16Q: 3 clusters Score -796467.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -796517.437500 Penalty: 2846.892334
	Iteration 17Q: 3 clusters Score -796517.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -796555.125000 Penalty: 2846.892334
	Iteration 18Q: 3 clusters Score -796555.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -796578.562500 Penalty: 2846.892334
	Iteration 19Q: 3 clusters Score -796578.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -796594.687500 Penalty: 2846.892334
	Iteration 20F: 3 clusters Score -796594.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -796609.750000 Penalty: 2846.892334
	Iteration 21Q: 3 clusters Score -796609.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -796625.125000 Penalty: 2846.892334
	Iteration 22Q: 3 clusters Score -796625.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -796632.250000 Penalty: 2846.892334
	Iteration 23Q: 3 clusters Score -796632.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -796637.312500 Penalty: 2846.892334
	Iteration 24Q: 3 clusters Score -796637.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -796644.625000 Penalty: 2846.892334
	Iteration 25Q: 3 clusters Score -796644.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -796653.687500 Penalty: 2846.892334
	Iteration 26Q: 3 clusters Score -796653.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -796665.437500 Penalty: 2846.892334
	Iteration 27Q: 3 clusters Score -796665.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -796673.187500 Penalty: 2846.892334
	Iteration 28Q: 3 clusters Score -796673.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -796682.375000 Penalty: 2846.892334
	Iteration 29Q: 3 clusters Score -796682.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -796686.750000 Penalty: 2846.892334
	Iteration 30Q: 3 clusters Score -796686.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -796687.687500 Penalty: 2846.892334
	Iteration 31Q: 3 clusters Score -796687.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -796693.625000 Penalty: 2846.892334
	Iteration 32Q: 3 clusters Score -796693.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -796698.812500 Penalty: 2846.892334
	Iteration 33Q: 3 clusters Score -796698.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -796703.687500 Penalty: 2846.892334
	Iteration 34Q: 3 clusters Score -796703.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -796706.937500 Penalty: 2846.892334
	Iteration 35Q: 3 clusters Score -796706.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -796709.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -796712.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -796718.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -796721.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -796725.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -796726.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -796730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -796731.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -796730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -796729.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -796731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -796730.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -796730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -796729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -796730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -796730.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -796730.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
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	Iteration 53F: 3 clusters Score -796730.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 5 contains 33081 members 
Mstep: Class 6 contains 74867 members 
Mstep: Class 9 contains 55089 members 
Mstep: Class 10 contains 74509 members 
Mstep: Class 11 contains 82077 members 
Mstep: Class 12 contains 69260 members 
Mstep: Class 13 contains 80737 members 
Mstep: Class 14 contains 41958 members 
Mstep: Class 16 contains 40796 members 
Mstep: Class 17 contains 49743 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6372 members 
Entering Unmasked Estep 
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Iteration 319Q: 15 clusters Score -7.556511e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6696 members 
Mstep: Class 5 contains 33104 members 
Mstep: Class 6 contains 74866 members 
Mstep: Class 9 contains 55104 members 
Mstep: Class 10 contains 74463 members 
Mstep: Class 11 contains 82056 members 
Mstep: Class 12 contains 69271 members 
Mstep: Class 13 contains 80760 members 
Mstep: Class 14 contains 41958 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 49756 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6375 members 
Entering Unmasked Estep 
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Iteration 320F: 15 clusters Score -7.556517e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6650 members 
Mstep: Class 5 contains 33130 members 
Mstep: Class 6 contains 74881 members 
Mstep: Class 9 contains 55111 members 
Mstep: Class 10 contains 74447 members 
Mstep: Class 11 contains 82030 members 
Mstep: Class 12 contains 69277 members 
Mstep: Class 13 contains 80764 members 
Mstep: Class 14 contains 41960 members 
Mstep: Class 16 contains 40802 members 
Mstep: Class 17 contains 49757 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
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Iteration 321Q: 15 clusters Score -7.556529e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6588 members 
Mstep: Class 5 contains 33156 members 
Mstep: Class 6 contains 74897 members 
Mstep: Class 9 contains 55114 members 
Mstep: Class 10 contains 74418 members 
Mstep: Class 11 contains 82033 members 
Mstep: Class 12 contains 69280 members 
Mstep: Class 13 contains 80777 members 
Mstep: Class 14 contains 41962 members 
Mstep: Class 16 contains 40804 members 
Mstep: Class 17 contains 49762 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
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Iteration 322Q: 15 clusters Score -7.556528e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6544 members 
Mstep: Class 5 contains 33179 members 
Mstep: Class 6 contains 74913 members 
Mstep: Class 9 contains 55123 members 
Mstep: Class 10 contains 74397 members 
Mstep: Class 11 contains 82027 members 
Mstep: Class 12 contains 69285 members 
Mstep: Class 13 contains 80786 members 
Mstep: Class 14 contains 41964 members 
Mstep: Class 16 contains 40793 members 
Mstep: Class 17 contains 49770 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
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Iteration 323Q: 15 clusters Score -7.556531e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6501 members 
Mstep: Class 5 contains 33192 members 
Mstep: Class 6 contains 74919 members 
Mstep: Class 9 contains 55146 members 
Mstep: Class 10 contains 74382 members 
Mstep: Class 11 contains 81998 members 
Mstep: Class 12 contains 69289 members 
Mstep: Class 13 contains 80802 members 
Mstep: Class 14 contains 41967 members 
Mstep: Class 16 contains 40794 members 
Mstep: Class 17 contains 49788 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6379 members 
Entering Unmasked Estep 
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Iteration 324Q: 15 clusters Score -7.556529e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 6446 members 
Mstep: Class 5 contains 33196 members 
Mstep: Class 6 contains 74933 members 
Mstep: Class 9 contains 55170 members 
Mstep: Class 10 contains 74377 members 
Mstep: Class 11 contains 81962 members 
Mstep: Class 12 contains 69302 members 
Mstep: Class 13 contains 80825 members 
Mstep: Class 14 contains 41967 members 
Mstep: Class 16 contains 40794 members 
Mstep: Class 17 contains 49807 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6366 members 
Entering Unmasked Estep 
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Iteration 325Q: 15 clusters Score -7.556541e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6399 members 
Mstep: Class 5 contains 33213 members 
Mstep: Class 6 contains 74945 members 
Mstep: Class 9 contains 55179 members 
Mstep: Class 10 contains 74380 members 
Mstep: Class 11 contains 81924 members 
Mstep: Class 12 contains 69316 members 
Mstep: Class 13 contains 80839 members 
Mstep: Class 14 contains 41964 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 49815 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6367 members 
Entering Unmasked Estep 
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Iteration 326Q: 15 clusters Score -7.556543e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6347 members 
Mstep: Class 5 contains 33214 members 
Mstep: Class 6 contains 74956 members 
Mstep: Class 9 contains 55191 members 
Mstep: Class 10 contains 74379 members 
Mstep: Class 11 contains 81910 members 
Mstep: Class 12 contains 69317 members 
Mstep: Class 13 contains 80865 members 
Mstep: Class 14 contains 41951 members 
Mstep: Class 16 contains 40801 members 
Mstep: Class 17 contains 49827 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6367 members 
Entering Unmasked Estep 
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Iteration 327Q: 15 clusters Score -7.556533e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6304 members 
Mstep: Class 5 contains 33219 members 
Mstep: Class 6 contains 74962 members 
Mstep: Class 9 contains 55209 members 
Mstep: Class 10 contains 74367 members 
Mstep: Class 11 contains 81904 members 
Mstep: Class 12 contains 69311 members 
Mstep: Class 13 contains 80878 members 
Mstep: Class 14 contains 41943 members 
Mstep: Class 16 contains 40805 members 
Mstep: Class 17 contains 49846 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6369 members 
Entering Unmasked Estep 
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Iteration 328Q: 15 clusters Score -7.556539e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6259 members 
Mstep: Class 5 contains 33225 members 
Mstep: Class 6 contains 74964 members 
Mstep: Class 9 contains 55217 members 
Mstep: Class 10 contains 74373 members 
Mstep: Class 11 contains 81893 members 
Mstep: Class 12 contains 69315 members 
Mstep: Class 13 contains 80871 members 
Mstep: Class 14 contains 41943 members 
Mstep: Class 16 contains 40803 members 
Mstep: Class 17 contains 49866 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
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Iteration 329Q: 15 clusters Score -7.556541e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6208 members 
Mstep: Class 5 contains 33224 members 
Mstep: Class 6 contains 74963 members 
Mstep: Class 9 contains 55243 members 
Mstep: Class 10 contains 74348 members 
Mstep: Class 11 contains 81884 members 
Mstep: Class 12 contains 69321 members 
Mstep: Class 13 contains 80893 members 
Mstep: Class 14 contains 41945 members 
Mstep: Class 16 contains 40806 members 
Mstep: Class 17 contains 49883 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6389 members 
Entering Unmasked Estep 
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Iteration 330Q: 15 clusters Score -7.556543e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6155 members 
Mstep: Class 5 contains 33220 members 
Mstep: Class 6 contains 74976 members 
Mstep: Class 9 contains 55254 members 
Mstep: Class 10 contains 74331 members 
Mstep: Class 11 contains 81875 members 
Mstep: Class 12 contains 69319 members 
Mstep: Class 13 contains 80932 members 
Mstep: Class 14 contains 41944 members 
Mstep: Class 16 contains 40805 members 
Mstep: Class 17 contains 49899 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6390 members 
Entering Unmasked Estep 
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Iteration 331Q: 15 clusters Score -7.556545e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6124 members 
Mstep: Class 5 contains 33222 members 
Mstep: Class 6 contains 74971 members 
Mstep: Class 9 contains 55259 members 
Mstep: Class 10 contains 74283 members 
Mstep: Class 11 contains 81883 members 
Mstep: Class 12 contains 69314 members 
Mstep: Class 13 contains 80967 members 
Mstep: Class 14 contains 41941 members 
Mstep: Class 16 contains 40813 members 
Mstep: Class 17 contains 49921 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6395 members 
Entering Unmasked Estep 
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Iteration 332Q: 15 clusters Score -7.556546e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6092 members 
Mstep: Class 5 contains 33234 members 
Mstep: Class 6 contains 74974 members 
Mstep: Class 9 contains 55236 members 
Mstep: Class 10 contains 74272 members 
Mstep: Class 11 contains 81871 members 
Mstep: Class 12 contains 69304 members 
Mstep: Class 13 contains 80996 members 
Mstep: Class 14 contains 41950 members 
Mstep: Class 16 contains 40820 members 
Mstep: Class 17 contains 49941 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6397 members 
Entering Unmasked Estep 
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Iteration 333Q: 15 clusters Score -7.556555e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6058 members 
Mstep: Class 5 contains 33228 members 
Mstep: Class 6 contains 74965 members 
Mstep: Class 9 contains 55202 members 
Mstep: Class 10 contains 74268 members 
Mstep: Class 11 contains 81874 members 
Mstep: Class 12 contains 69303 members 
Mstep: Class 13 contains 81039 members 
Mstep: Class 14 contains 41962 members 
Mstep: Class 16 contains 40821 members 
Mstep: Class 17 contains 49951 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6402 members 
Entering Unmasked Estep 
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Iteration 334Q: 15 clusters Score -7.556564e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6035 members 
Mstep: Class 5 contains 33233 members 
Mstep: Class 6 contains 74965 members 
Mstep: Class 9 contains 55181 members 
Mstep: Class 10 contains 74227 members 
Mstep: Class 11 contains 81860 members 
Mstep: Class 12 contains 69309 members 
Mstep: Class 13 contains 81085 members 
Mstep: Class 14 contains 41971 members 
Mstep: Class 16 contains 40810 members 
Mstep: Class 17 contains 49975 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6411 members 
Entering Unmasked Estep 
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Iteration 335Q: 15 clusters Score -7.556562e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6023 members 
Mstep: Class 5 contains 33231 members 
Mstep: Class 6 contains 74970 members 
Mstep: Class 9 contains 55161 members 
Mstep: Class 10 contains 74174 members 
Mstep: Class 11 contains 81839 members 
Mstep: Class 12 contains 69313 members 
Mstep: Class 13 contains 81132 members 
Mstep: Class 14 contains 41981 members 
Mstep: Class 16 contains 40800 members 
Mstep: Class 17 contains 50011 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6419 members 
Entering Unmasked Estep 
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Iteration 336Q: 15 clusters Score -7.55657e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6023 members 
Mstep: Class 5 contains 33234 members 
Mstep: Class 6 contains 74978 members 
Mstep: Class 9 contains 55139 members 
Mstep: Class 10 contains 74116 members 
Mstep: Class 11 contains 81818 members 
Mstep: Class 12 contains 69322 members 
Mstep: Class 13 contains 81170 members 
Mstep: Class 14 contains 41980 members 
Mstep: Class 16 contains 40806 members 
Mstep: Class 17 contains 50036 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6427 members 
Entering Unmasked Estep 
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Iteration 337Q: 15 clusters Score -7.55658e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 6018 members 
Mstep: Class 5 contains 33239 members 
Mstep: Class 6 contains 74987 members 
Mstep: Class 9 contains 55108 members 
Mstep: Class 10 contains 74075 members 
Mstep: Class 11 contains 81795 members 
Mstep: Class 12 contains 69322 members 
Mstep: Class 13 contains 81204 members 
Mstep: Class 14 contains 41985 members 
Mstep: Class 16 contains 40807 members 
Mstep: Class 17 contains 50074 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6428 members 
Entering Unmasked Estep 
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Iteration 338Q: 15 clusters Score -7.556599e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5999 members 
Mstep: Class 5 contains 33255 members 
Mstep: Class 6 contains 74991 members 
Mstep: Class 9 contains 55104 members 
Mstep: Class 10 contains 74018 members 
Mstep: Class 11 contains 81779 members 
Mstep: Class 12 contains 69319 members 
Mstep: Class 13 contains 81247 members 
Mstep: Class 14 contains 41984 members 
Mstep: Class 16 contains 40804 members 
Mstep: Class 17 contains 50111 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6425 members 
Entering Unmasked Estep 
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Iteration 339Q: 15 clusters Score -7.556594e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5983 members 
Mstep: Class 5 contains 33276 members 
Mstep: Class 6 contains 75002 members 
Mstep: Class 9 contains 55095 members 
Mstep: Class 10 contains 73958 members 
Mstep: Class 11 contains 81754 members 
Mstep: Class 12 contains 69321 members 
Mstep: Class 13 contains 81276 members 
Mstep: Class 14 contains 41985 members 
Mstep: Class 16 contains 40799 members 
Mstep: Class 17 contains 50157 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6424 members 
Entering Unmasked Estep 
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Iteration 340F: 15 clusters Score -7.55659e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5970 members 
Mstep: Class 5 contains 33298 members 
Mstep: Class 6 contains 75008 members 
Mstep: Class 9 contains 55095 members 
Mstep: Class 10 contains 73871 members 
Mstep: Class 11 contains 81752 members 
Mstep: Class 12 contains 69314 members 
Mstep: Class 13 contains 81313 members 
Mstep: Class 14 contains 41987 members 
Mstep: Class 16 contains 40796 members 
Mstep: Class 17 contains 50194 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6425 members 
Entering Unmasked Estep 
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Iteration 341Q: 15 clusters Score -7.556582e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 5 contains 33315 members 
Mstep: Class 6 contains 75010 members 
Mstep: Class 9 contains 55112 members 
Mstep: Class 10 contains 73791 members 
Mstep: Class 11 contains 81749 members 
Mstep: Class 12 contains 69304 members 
Mstep: Class 13 contains 81346 members 
Mstep: Class 14 contains 42001 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 50219 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6423 members 
Entering Unmasked Estep 
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Iteration 342Q: 15 clusters Score -7.556579e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5936 members 
Mstep: Class 5 contains 33331 members 
Mstep: Class 6 contains 75009 members 
Mstep: Class 9 contains 55131 members 
Mstep: Class 10 contains 73725 members 
Mstep: Class 11 contains 81722 members 
Mstep: Class 12 contains 69298 members 
Mstep: Class 13 contains 81384 members 
Mstep: Class 14 contains 41999 members 
Mstep: Class 16 contains 40795 members 
Mstep: Class 17 contains 50256 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6417 members 
Entering Unmasked Estep 
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Iteration 343Q: 15 clusters Score -7.556581e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5911 members 
Mstep: Class 5 contains 33353 members 
Mstep: Class 6 contains 75010 members 
Mstep: Class 9 contains 55154 members 
Mstep: Class 10 contains 73678 members 
Mstep: Class 11 contains 81688 members 
Mstep: Class 12 contains 69300 members 
Mstep: Class 13 contains 81416 members 
Mstep: Class 14 contains 41995 members 
Mstep: Class 16 contains 40785 members 
Mstep: Class 17 contains 50290 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6417 members 
Entering Unmasked Estep 
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Iteration 344Q: 15 clusters Score -7.556587e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5870 members 
Mstep: Class 5 contains 33375 members 
Mstep: Class 6 contains 75019 members 
Mstep: Class 9 contains 55156 members 
Mstep: Class 10 contains 73643 members 
Mstep: Class 11 contains 81672 members 
Mstep: Class 12 contains 69299 members 
Mstep: Class 13 contains 81439 members 
Mstep: Class 14 contains 41996 members 
Mstep: Class 16 contains 40782 members 
Mstep: Class 17 contains 50321 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6415 members 
Entering Unmasked Estep 
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Iteration 345Q: 15 clusters Score -7.556586e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5836 members 
Mstep: Class 5 contains 33403 members 
Mstep: Class 6 contains 75021 members 
Mstep: Class 9 contains 55176 members 
Mstep: Class 10 contains 73571 members 
Mstep: Class 11 contains 81673 members 
Mstep: Class 12 contains 69295 members 
Mstep: Class 13 contains 81453 members 
Mstep: Class 14 contains 41998 members 
Mstep: Class 16 contains 40786 members 
Mstep: Class 17 contains 50357 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6413 members 
Entering Unmasked Estep 
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Iteration 346Q: 15 clusters Score -7.556587e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5804 members 
Mstep: Class 5 contains 33427 members 
Mstep: Class 6 contains 75023 members 
Mstep: Class 9 contains 55179 members 
Mstep: Class 10 contains 73523 members 
Mstep: Class 11 contains 81663 members 
Mstep: Class 12 contains 69300 members 
Mstep: Class 13 contains 81472 members 
Mstep: Class 14 contains 41998 members 
Mstep: Class 16 contains 40796 members 
Mstep: Class 17 contains 50384 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565992.000000 Penalty: 30347.412109
Iteration 347Q: 15 clusters Score -7.556599e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5784 members 
Mstep: Class 5 contains 33442 members 
Mstep: Class 6 contains 75016 members 
Mstep: Class 9 contains 55181 members 
Mstep: Class 10 contains 73477 members 
Mstep: Class 11 contains 81623 members 
Mstep: Class 12 contains 69300 members 
Mstep: Class 13 contains 81509 members 
Mstep: Class 14 contains 41998 members 
Mstep: Class 16 contains 40810 members 
Mstep: Class 17 contains 50422 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565984.000000 Penalty: 30347.412109
Iteration 348Q: 15 clusters Score -7.556598e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5743 members 
Mstep: Class 5 contains 33460 members 
Mstep: Class 6 contains 75019 members 
Mstep: Class 9 contains 55190 members 
Mstep: Class 10 contains 73443 members 
Mstep: Class 11 contains 81579 members 
Mstep: Class 12 contains 69293 members 
Mstep: Class 13 contains 81560 members 
Mstep: Class 14 contains 41998 members 
Mstep: Class 16 contains 40823 members 
Mstep: Class 17 contains 50450 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566040.000000 Penalty: 30347.412109
Iteration 349Q: 15 clusters Score -7.556604e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5703 members 
Mstep: Class 5 contains 33482 members 
Mstep: Class 6 contains 75018 members 
Mstep: Class 9 contains 55204 members 
Mstep: Class 10 contains 73410 members 
Mstep: Class 11 contains 81546 members 
Mstep: Class 12 contains 69287 members 
Mstep: Class 13 contains 81599 members 
Mstep: Class 14 contains 41989 members 
Mstep: Class 16 contains 40830 members 
Mstep: Class 17 contains 50490 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566128.000000 Penalty: 30347.412109
Iteration 350Q: 15 clusters Score -7.556613e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5673 members 
Mstep: Class 5 contains 33510 members 
Mstep: Class 6 contains 75009 members 
Mstep: Class 9 contains 55222 members 
Mstep: Class 10 contains 73357 members 
Mstep: Class 11 contains 81472 members 
Mstep: Class 12 contains 69291 members 
Mstep: Class 13 contains 81660 members 
Mstep: Class 14 contains 41983 members 
Mstep: Class 16 contains 40831 members 
Mstep: Class 17 contains 50540 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566176.000000 Penalty: 30347.412109
Iteration 351Q: 15 clusters Score -7.556618e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5654 members 
Mstep: Class 5 contains 33517 members 
Mstep: Class 6 contains 75007 members 
Mstep: Class 9 contains 55222 members 
Mstep: Class 10 contains 73295 members 
Mstep: Class 11 contains 81424 members 
Mstep: Class 12 contains 69293 members 
Mstep: Class 13 contains 81709 members 
Mstep: Class 14 contains 41972 members 
Mstep: Class 16 contains 40830 members 
Mstep: Class 17 contains 50602 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566248.000000 Penalty: 30347.412109
Iteration 352Q: 15 clusters Score -7.556625e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5631 members 
Mstep: Class 5 contains 33518 members 
Mstep: Class 6 contains 75001 members 
Mstep: Class 9 contains 55206 members 
Mstep: Class 10 contains 73241 members 
Mstep: Class 11 contains 81376 members 
Mstep: Class 12 contains 69300 members 
Mstep: Class 13 contains 81756 members 
Mstep: Class 14 contains 41973 members 
Mstep: Class 16 contains 40841 members 
Mstep: Class 17 contains 50650 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566040.000000 Penalty: 30347.412109
Iteration 353Q: 15 clusters Score -7.556604e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5591 members 
Mstep: Class 5 contains 33526 members 
Mstep: Class 6 contains 74995 members 
Mstep: Class 9 contains 55182 members 
Mstep: Class 10 contains 73189 members 
Mstep: Class 11 contains 81372 members 
Mstep: Class 12 contains 69312 members 
Mstep: Class 13 contains 81788 members 
Mstep: Class 14 contains 41967 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 17 contains 50695 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565904.000000 Penalty: 30347.412109
Iteration 354Q: 15 clusters Score -7.55659e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5535 members 
Mstep: Class 5 contains 33542 members 
Mstep: Class 6 contains 74993 members 
Mstep: Class 9 contains 55165 members 
Mstep: Class 10 contains 73135 members 
Mstep: Class 11 contains 81386 members 
Mstep: Class 12 contains 69326 members 
Mstep: Class 13 contains 81814 members 
Mstep: Class 14 contains 41954 members 
Mstep: Class 16 contains 40842 members 
Mstep: Class 17 contains 50743 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565920.000000 Penalty: 30347.412109
Iteration 355Q: 15 clusters Score -7.556592e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5482 members 
Mstep: Class 5 contains 33562 members 
Mstep: Class 6 contains 74989 members 
Mstep: Class 9 contains 55151 members 
Mstep: Class 10 contains 73089 members 
Mstep: Class 11 contains 81422 members 
Mstep: Class 12 contains 69312 members 
Mstep: Class 13 contains 81829 members 
Mstep: Class 14 contains 41946 members 
Mstep: Class 16 contains 40850 members 
Mstep: Class 17 contains 50789 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566032.000000 Penalty: 30347.412109
Iteration 356Q: 15 clusters Score -7.556603e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5437 members 
Mstep: Class 5 contains 33580 members 
Mstep: Class 6 contains 74986 members 
Mstep: Class 9 contains 55130 members 
Mstep: Class 10 contains 73044 members 
Mstep: Class 11 contains 81454 members 
Mstep: Class 12 contains 69314 members 
Mstep: Class 13 contains 81851 members 
Mstep: Class 14 contains 41944 members 
Mstep: Class 16 contains 40854 members 
Mstep: Class 17 contains 50830 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565976.000000 Penalty: 30347.412109
Iteration 357Q: 15 clusters Score -7.556598e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 5 contains 33605 members 
Mstep: Class 6 contains 74971 members 
Mstep: Class 9 contains 55105 members 
Mstep: Class 10 contains 72994 members 
Mstep: Class 11 contains 81497 members 
Mstep: Class 12 contains 69313 members 
Mstep: Class 13 contains 81873 members 
Mstep: Class 14 contains 41935 members 
Mstep: Class 16 contains 40865 members 
Mstep: Class 17 contains 50868 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566024.000000 Penalty: 30347.412109
Iteration 358Q: 15 clusters Score -7.556602e+07 nChanged 624
Entering ConstructFrom: 
Score: -75566024.000000 Penalty: 30347.412109
Entering ConstructFrom: 
Trying to split cluster 1 (5784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Entering Unmasked Estep 
Score: -674272.750000 Penalty: 1407.713135
	Iteration 0F: 2 clusters Score -674272.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -669949.687500 Penalty: 2815.426270
	Iteration 0F: 3 clusters Score -669949.7 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -671836.812500 Penalty: 2815.426270
	Iteration 1F: 3 clusters Score -671836.8 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -672547.000000 Penalty: 2815.426270
	Iteration 2F: 3 clusters Score -672547 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -673329.000000 Penalty: 2815.426270
	Iteration 3F: 3 clusters Score -673329 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -673982.687500 Penalty: 2815.426270
	Iteration 4F: 3 clusters Score -673982.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -674312.500000 Penalty: 2815.426270
	Iteration 5F: 3 clusters Score -674312.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -674466.000000 Penalty: 2815.426270
	Iteration 6Q: 3 clusters Score -674466 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -674533.750000 Penalty: 2815.426270
	Iteration 7Q: 3 clusters Score -674533.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -674581.312500 Penalty: 2815.426270
	Iteration 8Q: 3 clusters Score -674581.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -674610.437500 Penalty: 2815.426270
	Iteration 9Q: 3 clusters Score -674610.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -674637.375000 Penalty: 2815.426270
	Iteration 10Q: 3 clusters Score -674637.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -674657.937500 Penalty: 2815.426270
	Iteration 11Q: 3 clusters Score -674657.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -674671.500000 Penalty: 2815.426270
	Iteration 12Q: 3 clusters Score -674671.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -674684.500000 Penalty: 2815.426270
	Iteration 13Q: 3 clusters Score -674684.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -674693.750000 Penalty: 2815.426270
	Iteration 14Q: 3 clusters Score -674693.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -674699.687500 Penalty: 2815.426270
	Iteration 15Q: 3 clusters Score -674699.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -674705.125000 Penalty: 2815.426270
	Iteration 16Q: 3 clusters Score -674705.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -674707.312500 Penalty: 2815.426270
	Iteration 17Q: 3 clusters Score -674707.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -674710.812500 Penalty: 2815.426270
	Iteration 18Q: 3 clusters Score -674710.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -674715.250000 Penalty: 2815.426270
	Iteration 19Q: 3 clusters Score -674715.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -674719.000000 Penalty: 2815.426270
	Iteration 20F: 3 clusters Score -674719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -674726.250000 Penalty: 2815.426270
	Iteration 21Q: 3 clusters Score -674726.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -674729.000000 Penalty: 2815.426270
	Iteration 22Q: 3 clusters Score -674729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -674730.250000 Penalty: 2815.426270
	Iteration 23Q: 3 clusters Score -674730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -674729.187500 Penalty: 2815.426270
	Iteration 24Q: 3 clusters Score -674729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -674730.437500 Penalty: 2815.426270
	Iteration 25Q: 3 clusters Score -674730.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -674730.437500 Penalty: 2815.426270
	Iteration 26F: 3 clusters Score -674730.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5354 members 
Mstep: Class 3 contains 472 members 
Mstep: Class 5 contains 33641 members 
Mstep: Class 6 contains 74955 members 
Mstep: Class 9 contains 55076 members 
Mstep: Class 10 contains 72922 members 
Mstep: Class 11 contains 81564 members 
Mstep: Class 12 contains 69309 members 
Mstep: Class 13 contains 81891 members 
Mstep: Class 14 contains 41927 members 
Mstep: Class 16 contains 40875 members 
Mstep: Class 17 contains 50902 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6389 members 
Entering Unmasked Estep 
Score: -75565664.000000 Penalty: 32515.083984
Splitting cluster 1 changes total score from -75566024.000000 to -75565664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Entering Unmasked Estep 
Score: -667659.937500 Penalty: 1395.159790
	Iteration 0F: 2 clusters Score -667659.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -663408.687500 Penalty: 2790.319580
	Iteration 0F: 3 clusters Score -663408.7 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -664608.250000 Penalty: 2790.319580
	Iteration 1F: 3 clusters Score -664608.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -664810.562500 Penalty: 2790.319580
	Iteration 2F: 3 clusters Score -664810.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -664914.812500 Penalty: 2790.319580
	Iteration 3F: 3 clusters Score -664914.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -664985.375000 Penalty: 2790.319580
	Iteration 4Q: 3 clusters Score -664985.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -665036.500000 Penalty: 2790.319580
	Iteration 5Q: 3 clusters Score -665036.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -665083.062500 Penalty: 2790.319580
	Iteration 6Q: 3 clusters Score -665083.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -665120.750000 Penalty: 2790.319580
	Iteration 7Q: 3 clusters Score -665120.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -665151.687500 Penalty: 2790.319580
	Iteration 8Q: 3 clusters Score -665151.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -665170.000000 Penalty: 2790.319580
	Iteration 9Q: 3 clusters Score -665170 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -665190.062500 Penalty: 2790.319580
	Iteration 10Q: 3 clusters Score -665190.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -665209.937500 Penalty: 2790.319580
	Iteration 11Q: 3 clusters Score -665209.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -665231.187500 Penalty: 2790.319580
	Iteration 12Q: 3 clusters Score -665231.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -665254.187500 Penalty: 2790.319580
	Iteration 13Q: 3 clusters Score -665254.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -665272.187500 Penalty: 2790.319580
	Iteration 14Q: 3 clusters Score -665272.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -665289.437500 Penalty: 2790.319580
	Iteration 15Q: 3 clusters Score -665289.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -665306.625000 Penalty: 2790.319580
	Iteration 16Q: 3 clusters Score -665306.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -665331.687500 Penalty: 2790.319580
	Iteration 17Q: 3 clusters Score -665331.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -665369.187500 Penalty: 2790.319580
	Iteration 18Q: 3 clusters Score -665369.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -665409.187500 Penalty: 2790.319580
	Iteration 19Q: 3 clusters Score -665409.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -665469.750000 Penalty: 2790.319580
	Iteration 20F: 3 clusters Score -665469.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -665534.250000 Penalty: 2790.319580
	Iteration 21Q: 3 clusters Score -665534.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -665612.812500 Penalty: 2790.319580
	Iteration 22Q: 3 clusters Score -665612.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -665685.375000 Penalty: 2790.319580
	Iteration 23Q: 3 clusters Score -665685.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -665765.250000 Penalty: 2790.319580
	Iteration 24Q: 3 clusters Score -665765.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -665854.187500 Penalty: 2790.319580
	Iteration 25Q: 3 clusters Score -665854.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -665960.187500 Penalty: 2790.319580
	Iteration 26Q: 3 clusters Score -665960.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -666052.750000 Penalty: 2790.319580
	Iteration 27Q: 3 clusters Score -666052.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -666140.125000 Penalty: 2790.319580
	Iteration 28Q: 3 clusters Score -666140.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -666209.000000 Penalty: 2790.319580
	Iteration 29Q: 3 clusters Score -666209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -666256.500000 Penalty: 2790.319580
	Iteration 30Q: 3 clusters Score -666256.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -666295.750000 Penalty: 2790.319580
	Iteration 31Q: 3 clusters Score -666295.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -666321.750000 Penalty: 2790.319580
	Iteration 32Q: 3 clusters Score -666321.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -666346.062500 Penalty: 2790.319580
	Iteration 33Q: 3 clusters Score -666346.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -666366.500000 Penalty: 2790.319580
	Iteration 34Q: 3 clusters Score -666366.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -666374.125000 Penalty: 2790.319580
	Iteration 35Q: 3 clusters Score -666374.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -666384.000000 Penalty: 2790.319580
	Iteration 36Q: 3 clusters Score -666384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -666393.687500 Penalty: 2790.319580
	Iteration 37Q: 3 clusters Score -666393.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -666398.937500 Penalty: 2790.319580
	Iteration 38Q: 3 clusters Score -666398.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -666407.812500 Penalty: 2790.319580
	Iteration 39Q: 3 clusters Score -666407.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -666412.687500 Penalty: 2790.319580
	Iteration 40F: 3 clusters Score -666412.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -666418.375000 Penalty: 2790.319580
	Iteration 41Q: 3 clusters Score -666418.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -666428.000000 Penalty: 2790.319580
	Iteration 42Q: 3 clusters Score -666428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -666435.687500 Penalty: 2790.319580
	Iteration 43Q: 3 clusters Score -666435.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -666438.062500 Penalty: 2790.319580
	Iteration 44Q: 3 clusters Score -666438.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -666443.312500 Penalty: 2790.319580
	Iteration 45Q: 3 clusters Score -666443.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -666448.250000 Penalty: 2790.319580
	Iteration 46Q: 3 clusters Score -666448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -666452.375000 Penalty: 2790.319580
	Iteration 47Q: 3 clusters Score -666452.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -666452.375000 Penalty: 2790.319580
	Iteration 48F: 3 clusters Score -666452.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Entering Unmasked Estep 
Score: -4063817.750000 Penalty: 1693.818970
	Iteration 0F: 2 clusters Score -4063818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -4041188.750000 Penalty: 3387.637939
	Iteration 0F: 3 clusters Score -4041189 nChanged 15561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -4049833.000000 Penalty: 3387.637939
	Iteration 1F: 3 clusters Score -4049833 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -4050362.750000 Penalty: 3387.637939
	Iteration 2Q: 3 clusters Score -4050363 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -4051095.250000 Penalty: 3387.637939
	Iteration 3Q: 3 clusters Score -4051095 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -4052143.000000 Penalty: 3387.637939
	Iteration 4F: 3 clusters Score -4052143 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -4053623.750000 Penalty: 3387.637939
	Iteration 5F: 3 clusters Score -4053624 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -4055446.000000 Penalty: 3387.637939
	Iteration 6F: 3 clusters Score -4055446 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -4057371.500000 Penalty: 3387.637939
	Iteration 7F: 3 clusters Score -4057372 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -4059457.500000 Penalty: 3387.637939
	Iteration 8Q: 3 clusters Score -4059458 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4061190.750000 Penalty: 3387.637939
	Iteration 9Q: 3 clusters Score -4061191 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4061774.750000 Penalty: 3387.637939
	Iteration 10Q: 3 clusters Score -4061775 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -4061956.500000 Penalty: 3387.637939
	Iteration 11Q: 3 clusters Score -4061956 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -4062052.250000 Penalty: 3387.637939
	Iteration 12Q: 3 clusters Score -4062052 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -4062106.000000 Penalty: 3387.637939
	Iteration 13Q: 3 clusters Score -4062106 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -4062152.000000 Penalty: 3387.637939
	Iteration 14Q: 3 clusters Score -4062152 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -4062169.000000 Penalty: 3387.637939
	Iteration 15Q: 3 clusters Score -4062169 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -4062181.250000 Penalty: 3387.637939
	Iteration 16Q: 3 clusters Score -4062181 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -4062182.000000 Penalty: 3387.637939
	Iteration 17Q: 3 clusters Score -4062182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -4062182.250000 Penalty: 3387.637939
	Iteration 18Q: 3 clusters Score -4062182 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -4062198.000000 Penalty: 3387.637939
	Iteration 19Q: 3 clusters Score -4062198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -4062205.750000 Penalty: 3387.637939
	Iteration 20F: 3 clusters Score -4062206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4062207.250000 Penalty: 3387.637939
	Iteration 21Q: 3 clusters Score -4062207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -4062217.250000 Penalty: 3387.637939
	Iteration 22Q: 3 clusters Score -4062217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -4062221.250000 Penalty: 3387.637939
	Iteration 23Q: 3 clusters Score -4062221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -4062224.500000 Penalty: 3387.637939
	Iteration 24Q: 3 clusters Score -4062224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -4062220.750000 Penalty: 3387.637939
	Iteration 25Q: 3 clusters Score -4062221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -4062231.250000 Penalty: 3387.637939
	Iteration 26Q: 3 clusters Score -4062231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -4062234.000000 Penalty: 3387.637939
	Iteration 27Q: 3 clusters Score -4062234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -4062240.250000 Penalty: 3387.637939
	Iteration 28Q: 3 clusters Score -4062240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -4062246.500000 Penalty: 3387.637939
	Iteration 29Q: 3 clusters Score -4062246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -4062247.250000 Penalty: 3387.637939
	Iteration 30Q: 3 clusters Score -4062247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -4062255.250000 Penalty: 3387.637939
	Iteration 31Q: 3 clusters Score -4062255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -4062251.250000 Penalty: 3387.637939
	Iteration 32Q: 3 clusters Score -4062251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -4062253.250000 Penalty: 3387.637939
	Iteration 33Q: 3 clusters Score -4062253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4062258.500000 Penalty: 3387.637939
	Iteration 34Q: 3 clusters Score -4062258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -4062267.500000 Penalty: 3387.637939
	Iteration 35Q: 3 clusters Score -4062268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -4062267.250000 Penalty: 3387.637939
	Iteration 36Q: 3 clusters Score -4062267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -4062270.000000 Penalty: 3387.637939
	Iteration 37Q: 3 clusters Score -4062270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -4062269.750000 Penalty: 3387.637939
	Iteration 38Q: 3 clusters Score -4062270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -4062277.000000 Penalty: 3387.637939
	Iteration 39Q: 3 clusters Score -4062277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4062286.250000 Penalty: 3387.637939
	Iteration 40F: 3 clusters Score -4062286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4062287.250000 Penalty: 3387.637939
	Iteration 41Q: 3 clusters Score -4062287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4062285.750000 Penalty: 3387.637939
	Iteration 42Q: 3 clusters Score -4062286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4062291.500000 Penalty: 3387.637939
	Iteration 43Q: 3 clusters Score -4062292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4062291.000000 Penalty: 3387.637939
	Iteration 44Q: 3 clusters Score -4062291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -4062299.500000 Penalty: 3387.637939
	Iteration 45Q: 3 clusters Score -4062300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4062302.250000 Penalty: 3387.637939
	Iteration 46Q: 3 clusters Score -4062302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -4062309.000000 Penalty: 3387.637939
	Iteration 47Q: 3 clusters Score -4062309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4062308.500000 Penalty: 3387.637939
	Iteration 48Q: 3 clusters Score -4062308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4062313.750000 Penalty: 3387.637939
	Iteration 49Q: 3 clusters Score -4062314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -4062309.000000 Penalty: 3387.637939
	Iteration 50Q: 3 clusters Score -4062309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -4062306.750000 Penalty: 3387.637939
	Iteration 51Q: 3 clusters Score -4062307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4062314.250000 Penalty: 3387.637939
	Iteration 52Q: 3 clusters Score -4062314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4062321.750000 Penalty: 3387.637939
	Iteration 53Q: 3 clusters Score -4062322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -4062322.500000 Penalty: 3387.637939
	Iteration 54Q: 3 clusters Score -4062322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4062321.750000 Penalty: 3387.637939
	Iteration 55Q: 3 clusters Score -4062322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4062323.750000 Penalty: 3387.637939
	Iteration 56Q: 3 clusters Score -4062324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4062313.250000 Penalty: 3387.637939
	Iteration 57Q: 3 clusters Score -4062313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4062316.250000 Penalty: 3387.637939
	Iteration 58Q: 3 clusters Score -4062316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4062316.000000 Penalty: 3387.637939
	Iteration 59Q: 3 clusters Score -4062316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4062327.000000 Penalty: 3387.637939
	Iteration 60F: 3 clusters Score -4062327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4062330.500000 Penalty: 3387.637939
	Iteration 61Q: 3 clusters Score -4062330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -4062326.250000 Penalty: 3387.637939
	Iteration 62Q: 3 clusters Score -4062326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4062326.750000 Penalty: 3387.637939
	Iteration 63Q: 3 clusters Score -4062327 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -4062327.750000 Penalty: 3387.637939
	Iteration 64Q: 3 clusters Score -4062328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4062340.250000 Penalty: 3387.637939
	Iteration 65Q: 3 clusters Score -4062340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4062348.750000 Penalty: 3387.637939
	Iteration 66Q: 3 clusters Score -4062349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4062344.000000 Penalty: 3387.637939
	Iteration 67Q: 3 clusters Score -4062344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4062341.500000 Penalty: 3387.637939
	Iteration 68Q: 3 clusters Score -4062342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4062344.250000 Penalty: 3387.637939
	Iteration 69Q: 3 clusters Score -4062344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4062342.250000 Penalty: 3387.637939
	Iteration 70Q: 3 clusters Score -4062342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4062340.500000 Penalty: 3387.637939
	Iteration 71Q: 3 clusters Score -4062340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4062340.500000 Penalty: 3387.637939
	Iteration 72Q: 3 clusters Score -4062340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4062333.500000 Penalty: 3387.637939
	Iteration 73Q: 3 clusters Score -4062334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4062338.250000 Penalty: 3387.637939
	Iteration 74Q: 3 clusters Score -4062338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4062335.000000 Penalty: 3387.637939
	Iteration 75Q: 3 clusters Score -4062335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4062336.750000 Penalty: 3387.637939
	Iteration 76Q: 3 clusters Score -4062337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4062342.750000 Penalty: 3387.637939
	Iteration 77Q: 3 clusters Score -4062343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4062340.250000 Penalty: 3387.637939
	Iteration 78Q: 3 clusters Score -4062340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4062347.750000 Penalty: 3387.637939
	Iteration 79Q: 3 clusters Score -4062348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4062341.750000 Penalty: 3387.637939
	Iteration 80F: 3 clusters Score -4062342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4062343.250000 Penalty: 3387.637939
	Iteration 81Q: 3 clusters Score -4062343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4062338.750000 Penalty: 3387.637939
	Iteration 82Q: 3 clusters Score -4062339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4062341.000000 Penalty: 3387.637939
	Iteration 83Q: 3 clusters Score -4062341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4062337.750000 Penalty: 3387.637939
	Iteration 84Q: 3 clusters Score -4062338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4062343.250000 Penalty: 3387.637939
	Iteration 85Q: 3 clusters Score -4062343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4062343.750000 Penalty: 3387.637939
	Iteration 86Q: 3 clusters Score -4062344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4062346.500000 Penalty: 3387.637939
	Iteration 87Q: 3 clusters Score -4062346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4062344.500000 Penalty: 3387.637939
	Iteration 88Q: 3 clusters Score -4062344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4062348.250000 Penalty: 3387.637939
	Iteration 89Q: 3 clusters Score -4062348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4062348.250000 Penalty: 3387.637939
	Iteration 90Q: 3 clusters Score -4062348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4062353.500000 Penalty: 3387.637939
	Iteration 91Q: 3 clusters Score -4062354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -4062362.750000 Penalty: 3387.637939
	Iteration 92Q: 3 clusters Score -4062363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4062362.000000 Penalty: 3387.637939
	Iteration 93Q: 3 clusters Score -4062362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4062363.250000 Penalty: 3387.637939
	Iteration 94Q: 3 clusters Score -4062363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4062365.500000 Penalty: 3387.637939
	Iteration 95Q: 3 clusters Score -4062366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4062366.750000 Penalty: 3387.637939
	Iteration 96Q: 3 clusters Score -4062367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4062368.000000 Penalty: 3387.637939
	Iteration 97Q: 3 clusters Score -4062368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4062366.000000 Penalty: 3387.637939
	Iteration 98Q: 3 clusters Score -4062366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4062366.500000 Penalty: 3387.637939
	Iteration 99Q: 3 clusters Score -4062366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4062366.250000 Penalty: 3387.637939
	Iteration 100F: 3 clusters Score -4062366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4062365.750000 Penalty: 3387.637939
	Iteration 101Q: 3 clusters Score -4062366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -4062360.750000 Penalty: 3387.637939
	Iteration 102Q: 3 clusters Score -4062361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4062368.500000 Penalty: 3387.637939
	Iteration 103Q: 3 clusters Score -4062368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4062367.500000 Penalty: 3387.637939
	Iteration 104Q: 3 clusters Score -4062368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4062367.500000 Penalty: 3387.637939
	Iteration 105F: 3 clusters Score -4062368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (74955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74955 members 
Entering Unmasked Estep 
Score: -9323206.000000 Penalty: 1824.004395
	Iteration 0F: 2 clusters Score -9323206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -9274704.000000 Penalty: 3648.008789
	Iteration 0F: 3 clusters Score -9274704 nChanged 35646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -9295400.000000 Penalty: 3648.008789
	Iteration 1F: 3 clusters Score -9295400 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -9296337.000000 Penalty: 3648.008789
	Iteration 2Q: 3 clusters Score -9296337 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -9297523.000000 Penalty: 3648.008789
	Iteration 3Q: 3 clusters Score -9297523 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -9299145.000000 Penalty: 3648.008789
	Iteration 4Q: 3 clusters Score -9299145 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -9301628.000000 Penalty: 3648.008789
	Iteration 5F: 3 clusters Score -9301628 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -9304839.000000 Penalty: 3648.008789
	Iteration 6F: 3 clusters Score -9304839 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -9308787.000000 Penalty: 3648.008789
	Iteration 7F: 3 clusters Score -9308787 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -9312702.000000 Penalty: 3648.008789
	Iteration 8F: 3 clusters Score -9312702 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -9315911.000000 Penalty: 3648.008789
	Iteration 9F: 3 clusters Score -9315911 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69568 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -9318070.000000 Penalty: 3648.008789
	Iteration 10Q: 3 clusters Score -9318070 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71342 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -9319386.000000 Penalty: 3648.008789
	Iteration 11Q: 3 clusters Score -9319386 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72496 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -9320177.000000 Penalty: 3648.008789
	Iteration 12Q: 3 clusters Score -9320177 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -9320730.000000 Penalty: 3648.008789
	Iteration 13Q: 3 clusters Score -9320730 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -9321051.000000 Penalty: 3648.008789
	Iteration 14Q: 3 clusters Score -9321051 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74044 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -9321265.000000 Penalty: 3648.008789
	Iteration 15Q: 3 clusters Score -9321265 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9321405.000000 Penalty: 3648.008789
	Iteration 16Q: 3 clusters Score -9321405 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74360 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9321487.000000 Penalty: 3648.008789
	Iteration 17Q: 3 clusters Score -9321487 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74425 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9321545.000000 Penalty: 3648.008789
	Iteration 18Q: 3 clusters Score -9321545 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9321566.000000 Penalty: 3648.008789
	Iteration 19Q: 3 clusters Score -9321566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74500 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9321590.000000 Penalty: 3648.008789
	Iteration 20F: 3 clusters Score -9321590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9321622.000000 Penalty: 3648.008789
	Iteration 21Q: 3 clusters Score -9321622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74557 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9321647.000000 Penalty: 3648.008789
	Iteration 22Q: 3 clusters Score -9321647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74572 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9321659.000000 Penalty: 3648.008789
	Iteration 23Q: 3 clusters Score -9321659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74582 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9321663.000000 Penalty: 3648.008789
	Iteration 24Q: 3 clusters Score -9321663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74591 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9321685.000000 Penalty: 3648.008789
	Iteration 25Q: 3 clusters Score -9321685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74600 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9321692.000000 Penalty: 3648.008789
	Iteration 26Q: 3 clusters Score -9321692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74604 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9321696.000000 Penalty: 3648.008789
	Iteration 27Q: 3 clusters Score -9321696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9321696.000000 Penalty: 3648.008789
	Iteration 28Q: 3 clusters Score -9321696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74607 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9321693.000000 Penalty: 3648.008789
	Iteration 29Q: 3 clusters Score -9321693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74609 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9321691.000000 Penalty: 3648.008789
	Iteration 30Q: 3 clusters Score -9321691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74609 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9321695.000000 Penalty: 3648.008789
	Iteration 31Q: 3 clusters Score -9321695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74611 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9321703.000000 Penalty: 3648.008789
	Iteration 32Q: 3 clusters Score -9321703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9321702.000000 Penalty: 3648.008789
	Iteration 33Q: 3 clusters Score -9321702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9321704.000000 Penalty: 3648.008789
	Iteration 34Q: 3 clusters Score -9321704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74619 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9321709.000000 Penalty: 3648.008789
	Iteration 35Q: 3 clusters Score -9321709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74619 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9321709.000000 Penalty: 3648.008789
	Iteration 36F: 3 clusters Score -9321709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Entering Unmasked Estep 
Score: -6844431.500000 Penalty: 1773.926270
	Iteration 0F: 2 clusters Score -6844432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -6807982.500000 Penalty: 3547.852539
	Iteration 0F: 3 clusters Score -6807982 nChanged 25996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -6822438.500000 Penalty: 3547.852539
	Iteration 1F: 3 clusters Score -6822438 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -6822807.500000 Penalty: 3547.852539
	Iteration 2Q: 3 clusters Score -6822808 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -6823195.000000 Penalty: 3547.852539
	Iteration 3Q: 3 clusters Score -6823195 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -6823678.500000 Penalty: 3547.852539
	Iteration 4Q: 3 clusters Score -6823678 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -6824261.000000 Penalty: 3547.852539
	Iteration 5Q: 3 clusters Score -6824261 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -6825129.500000 Penalty: 3547.852539
	Iteration 6Q: 3 clusters Score -6825130 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -6826607.000000 Penalty: 3547.852539
	Iteration 7F: 3 clusters Score -6826607 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -6829096.500000 Penalty: 3547.852539
	Iteration 8F: 3 clusters Score -6829096 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -6832733.000000 Penalty: 3547.852539
	Iteration 9F: 3 clusters Score -6832733 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -6836679.000000 Penalty: 3547.852539
	Iteration 10F: 3 clusters Score -6836679 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -6839652.000000 Penalty: 3547.852539
	Iteration 11F: 3 clusters Score -6839652 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -6841325.500000 Penalty: 3547.852539
	Iteration 12Q: 3 clusters Score -6841326 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6842307.500000 Penalty: 3547.852539
	Iteration 13Q: 3 clusters Score -6842308 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6842837.500000 Penalty: 3547.852539
	Iteration 14Q: 3 clusters Score -6842838 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6843119.000000 Penalty: 3547.852539
	Iteration 15Q: 3 clusters Score -6843119 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6843237.000000 Penalty: 3547.852539
	Iteration 16Q: 3 clusters Score -6843237 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6843325.000000 Penalty: 3547.852539
	Iteration 17Q: 3 clusters Score -6843325 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6843324.000000 Penalty: 3547.852539
	Iteration 18Q: 3 clusters Score -6843324 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6843368.000000 Penalty: 3547.852539
	Iteration 19Q: 3 clusters Score -6843368 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6843387.000000 Penalty: 3547.852539
	Iteration 20F: 3 clusters Score -6843387 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6843402.500000 Penalty: 3547.852539
	Iteration 21Q: 3 clusters Score -6843402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6843424.500000 Penalty: 3547.852539
	Iteration 22Q: 3 clusters Score -6843424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6843429.500000 Penalty: 3547.852539
	Iteration 23Q: 3 clusters Score -6843430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6843451.000000 Penalty: 3547.852539
	Iteration 24Q: 3 clusters Score -6843451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6843469.000000 Penalty: 3547.852539
	Iteration 25Q: 3 clusters Score -6843469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6843473.000000 Penalty: 3547.852539
	Iteration 26Q: 3 clusters Score -6843473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6843489.500000 Penalty: 3547.852539
	Iteration 27Q: 3 clusters Score -6843490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6843491.500000 Penalty: 3547.852539
	Iteration 28Q: 3 clusters Score -6843492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6843497.000000 Penalty: 3547.852539
	Iteration 29Q: 3 clusters Score -6843497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6843503.500000 Penalty: 3547.852539
	Iteration 30Q: 3 clusters Score -6843504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6843503.500000 Penalty: 3547.852539
	Iteration 31Q: 3 clusters Score -6843504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6843502.000000 Penalty: 3547.852539
	Iteration 32Q: 3 clusters Score -6843502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6843513.000000 Penalty: 3547.852539
	Iteration 33Q: 3 clusters Score -6843513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6843516.500000 Penalty: 3547.852539
	Iteration 34Q: 3 clusters Score -6843516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6843524.000000 Penalty: 3547.852539
	Iteration 35Q: 3 clusters Score -6843524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6843527.000000 Penalty: 3547.852539
	Iteration 36Q: 3 clusters Score -6843527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6843527.000000 Penalty: 3547.852539
	Iteration 37Q: 3 clusters Score -6843527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6843527.000000 Penalty: 3547.852539
	Iteration 38Q: 3 clusters Score -6843527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6843531.500000 Penalty: 3547.852539
	Iteration 39Q: 3 clusters Score -6843532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6843524.000000 Penalty: 3547.852539
	Iteration 40F: 3 clusters Score -6843524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6843533.500000 Penalty: 3547.852539
	Iteration 41Q: 3 clusters Score -6843534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6843529.000000 Penalty: 3547.852539
	Iteration 42Q: 3 clusters Score -6843529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6843526.500000 Penalty: 3547.852539
	Iteration 43Q: 3 clusters Score -6843526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6843527.500000 Penalty: 3547.852539
	Iteration 44Q: 3 clusters Score -6843528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6843525.000000 Penalty: 3547.852539
	Iteration 45Q: 3 clusters Score -6843525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6843526.500000 Penalty: 3547.852539
	Iteration 46Q: 3 clusters Score -6843526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6843525.000000 Penalty: 3547.852539
	Iteration 47Q: 3 clusters Score -6843525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6843526.000000 Penalty: 3547.852539
	Iteration 48Q: 3 clusters Score -6843526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6843527.000000 Penalty: 3547.852539
	Iteration 49Q: 3 clusters Score -6843527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6843531.500000 Penalty: 3547.852539
	Iteration 50Q: 3 clusters Score -6843532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6843528.000000 Penalty: 3547.852539
	Iteration 51Q: 3 clusters Score -6843528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6843525.500000 Penalty: 3547.852539
	Iteration 52Q: 3 clusters Score -6843526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -6843523.000000 Penalty: 3547.852539
	Iteration 53Q: 3 clusters Score -6843523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6843527.000000 Penalty: 3547.852539
	Iteration 54Q: 3 clusters Score -6843527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6843526.000000 Penalty: 3547.852539
	Iteration 55Q: 3 clusters Score -6843526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6843526.500000 Penalty: 3547.852539
	Iteration 56Q: 3 clusters Score -6843526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6843529.500000 Penalty: 3547.852539
	Iteration 57Q: 3 clusters Score -6843530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6843529.500000 Penalty: 3547.852539
	Iteration 58F: 3 clusters Score -6843530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (72922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72922 members 
Entering Unmasked Estep 
Score: -9039032.000000 Penalty: 1819.536133
	Iteration 0F: 2 clusters Score -9039032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -8990824.000000 Penalty: 3639.072266
	Iteration 0F: 3 clusters Score -8990824 nChanged 34570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -9010614.000000 Penalty: 3639.072266
	Iteration 1F: 3 clusters Score -9010614 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -9011376.000000 Penalty: 3639.072266
	Iteration 2Q: 3 clusters Score -9011376 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -9012416.000000 Penalty: 3639.072266
	Iteration 3Q: 3 clusters Score -9012416 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -9013773.000000 Penalty: 3639.072266
	Iteration 4Q: 3 clusters Score -9013773 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -9015820.000000 Penalty: 3639.072266
	Iteration 5F: 3 clusters Score -9015820 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -9018771.000000 Penalty: 3639.072266
	Iteration 6F: 3 clusters Score -9018771 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -9022992.000000 Penalty: 3639.072266
	Iteration 7F: 3 clusters Score -9022992 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -9027717.000000 Penalty: 3639.072266
	Iteration 8F: 3 clusters Score -9027717 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -9030442.000000 Penalty: 3639.072266
	Iteration 9F: 3 clusters Score -9030442 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -9031412.000000 Penalty: 3639.072266
	Iteration 10Q: 3 clusters Score -9031412 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -9031969.000000 Penalty: 3639.072266
	Iteration 11Q: 3 clusters Score -9031969 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -9032367.000000 Penalty: 3639.072266
	Iteration 12Q: 3 clusters Score -9032367 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -9032650.000000 Penalty: 3639.072266
	Iteration 13Q: 3 clusters Score -9032650 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -9032943.000000 Penalty: 3639.072266
	Iteration 14Q: 3 clusters Score -9032943 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -9033189.000000 Penalty: 3639.072266
	Iteration 15Q: 3 clusters Score -9033189 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -9033382.000000 Penalty: 3639.072266
	Iteration 16Q: 3 clusters Score -9033382 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -9033577.000000 Penalty: 3639.072266
	Iteration 17Q: 3 clusters Score -9033577 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -9033763.000000 Penalty: 3639.072266
	Iteration 18Q: 3 clusters Score -9033763 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -9033867.000000 Penalty: 3639.072266
	Iteration 19Q: 3 clusters Score -9033867 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -9033934.000000 Penalty: 3639.072266
	Iteration 20F: 3 clusters Score -9033934 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -9034018.000000 Penalty: 3639.072266
	Iteration 21Q: 3 clusters Score -9034018 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -9034123.000000 Penalty: 3639.072266
	Iteration 22Q: 3 clusters Score -9034123 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -9034210.000000 Penalty: 3639.072266
	Iteration 23Q: 3 clusters Score -9034210 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -9034269.000000 Penalty: 3639.072266
	Iteration 24Q: 3 clusters Score -9034269 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -9034354.000000 Penalty: 3639.072266
	Iteration 25Q: 3 clusters Score -9034354 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -9034429.000000 Penalty: 3639.072266
	Iteration 26Q: 3 clusters Score -9034429 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -9034523.000000 Penalty: 3639.072266
	Iteration 27Q: 3 clusters Score -9034523 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -9034591.000000 Penalty: 3639.072266
	Iteration 28Q: 3 clusters Score -9034591 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -9034629.000000 Penalty: 3639.072266
	Iteration 29Q: 3 clusters Score -9034629 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -9034675.000000 Penalty: 3639.072266
	Iteration 30Q: 3 clusters Score -9034675 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -9034704.000000 Penalty: 3639.072266
	Iteration 31Q: 3 clusters Score -9034704 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -9034759.000000 Penalty: 3639.072266
	Iteration 32Q: 3 clusters Score -9034759 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -9034815.000000 Penalty: 3639.072266
	Iteration 33Q: 3 clusters Score -9034815 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56858 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -9034856.000000 Penalty: 3639.072266
	Iteration 34Q: 3 clusters Score -9034856 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -9034900.000000 Penalty: 3639.072266
	Iteration 35Q: 3 clusters Score -9034900 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57492 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -9034993.000000 Penalty: 3639.072266
	Iteration 36Q: 3 clusters Score -9034993 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -9035068.000000 Penalty: 3639.072266
	Iteration 37Q: 3 clusters Score -9035068 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58166 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -9035147.000000 Penalty: 3639.072266
	Iteration 38Q: 3 clusters Score -9035147 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -9035218.000000 Penalty: 3639.072266
	Iteration 39Q: 3 clusters Score -9035218 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -9035291.000000 Penalty: 3639.072266
	Iteration 40F: 3 clusters Score -9035291 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -9035363.000000 Penalty: 3639.072266
	Iteration 41Q: 3 clusters Score -9035363 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -9035428.000000 Penalty: 3639.072266
	Iteration 42Q: 3 clusters Score -9035428 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -9035499.000000 Penalty: 3639.072266
	Iteration 43Q: 3 clusters Score -9035499 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -9035571.000000 Penalty: 3639.072266
	Iteration 44Q: 3 clusters Score -9035571 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -9035611.000000 Penalty: 3639.072266
	Iteration 45Q: 3 clusters Score -9035611 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -9035678.000000 Penalty: 3639.072266
	Iteration 46Q: 3 clusters Score -9035678 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -9035705.000000 Penalty: 3639.072266
	Iteration 47Q: 3 clusters Score -9035705 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -9035786.000000 Penalty: 3639.072266
	Iteration 48Q: 3 clusters Score -9035786 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -9035877.000000 Penalty: 3639.072266
	Iteration 49Q: 3 clusters Score -9035877 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -9035910.000000 Penalty: 3639.072266
	Iteration 50Q: 3 clusters Score -9035910 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61748 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -9035974.000000 Penalty: 3639.072266
	Iteration 51Q: 3 clusters Score -9035974 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62011 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -9036062.000000 Penalty: 3639.072266
	Iteration 52Q: 3 clusters Score -9036062 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62255 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9036136 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -9036227.000000 Penalty: 3639.072266
	Iteration 54Q: 3 clusters Score -9036227 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9036260 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -9036309.000000 Penalty: 3639.072266
	Iteration 56Q: 3 clusters Score -9036309 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -9036371.000000 Penalty: 3639.072266
	Iteration 57Q: 3 clusters Score -9036371 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63283 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -9036435.000000 Penalty: 3639.072266
	Iteration 58Q: 3 clusters Score -9036435 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -9036475.000000 Penalty: 3639.072266
	Iteration 59Q: 3 clusters Score -9036475 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63646 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -9036494.000000 Penalty: 3639.072266
	Iteration 60F: 3 clusters Score -9036494 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63809 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -9036577.000000 Penalty: 3639.072266
	Iteration 61Q: 3 clusters Score -9036577 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63955 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -9036592.000000 Penalty: 3639.072266
	Iteration 62Q: 3 clusters Score -9036592 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -9036635.000000 Penalty: 3639.072266
	Iteration 63Q: 3 clusters Score -9036635 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64280 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -9036689.000000 Penalty: 3639.072266
	Iteration 64Q: 3 clusters Score -9036689 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -9036727.000000 Penalty: 3639.072266
	Iteration 65Q: 3 clusters Score -9036727 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -9036770.000000 Penalty: 3639.072266
	Iteration 66Q: 3 clusters Score -9036770 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -9036813.000000 Penalty: 3639.072266
	Iteration 67Q: 3 clusters Score -9036813 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -9036874.000000 Penalty: 3639.072266
	Iteration 68Q: 3 clusters Score -9036874 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -9036901.000000 Penalty: 3639.072266
	Iteration 69Q: 3 clusters Score -9036901 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -9036949.000000 Penalty: 3639.072266
	Iteration 70Q: 3 clusters Score -9036949 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -9037005.000000 Penalty: 3639.072266
	Iteration 71Q: 3 clusters Score -9037005 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65783 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -9037046.000000 Penalty: 3639.072266
	Iteration 72Q: 3 clusters Score -9037046 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -9037115.000000 Penalty: 3639.072266
	Iteration 73Q: 3 clusters Score -9037115 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66231 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -9037189.000000 Penalty: 3639.072266
	Iteration 74Q: 3 clusters Score -9037189 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66448 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -9037245.000000 Penalty: 3639.072266
	Iteration 75Q: 3 clusters Score -9037245 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -9037320.000000 Penalty: 3639.072266
	Iteration 76Q: 3 clusters Score -9037320 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66925 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -9037414.000000 Penalty: 3639.072266
	Iteration 77Q: 3 clusters Score -9037414 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -9037468.000000 Penalty: 3639.072266
	Iteration 78Q: 3 clusters Score -9037468 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67362 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -9037540.000000 Penalty: 3639.072266
	Iteration 79Q: 3 clusters Score -9037540 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67547 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -9037585.000000 Penalty: 3639.072266
	Iteration 80F: 3 clusters Score -9037585 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -9037622.000000 Penalty: 3639.072266
	Iteration 81Q: 3 clusters Score -9037622 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -9037686.000000 Penalty: 3639.072266
	Iteration 82Q: 3 clusters Score -9037686 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -9037714.000000 Penalty: 3639.072266
	Iteration 83Q: 3 clusters Score -9037714 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -9037777.000000 Penalty: 3639.072266
	Iteration 84Q: 3 clusters Score -9037777 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -9037832.000000 Penalty: 3639.072266
	Iteration 85Q: 3 clusters Score -9037832 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -9037908.000000 Penalty: 3639.072266
	Iteration 86Q: 3 clusters Score -9037908 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -9037955.000000 Penalty: 3639.072266
	Iteration 87Q: 3 clusters Score -9037955 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68783 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -9038020.000000 Penalty: 3639.072266
	Iteration 88Q: 3 clusters Score -9038020 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -9038044.000000 Penalty: 3639.072266
	Iteration 89Q: 3 clusters Score -9038044 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -9038120.000000 Penalty: 3639.072266
	Iteration 90Q: 3 clusters Score -9038120 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69181 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -9038127.000000 Penalty: 3639.072266
	Iteration 91Q: 3 clusters Score -9038127 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69288 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -9038155.000000 Penalty: 3639.072266
	Iteration 92Q: 3 clusters Score -9038155 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69399 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -9038169.000000 Penalty: 3639.072266
	Iteration 93Q: 3 clusters Score -9038169 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -9038217.000000 Penalty: 3639.072266
	Iteration 94Q: 3 clusters Score -9038217 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69621 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -9038251.000000 Penalty: 3639.072266
	Iteration 95Q: 3 clusters Score -9038251 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69729 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -9038287.000000 Penalty: 3639.072266
	Iteration 96Q: 3 clusters Score -9038287 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69851 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -9038338.000000 Penalty: 3639.072266
	Iteration 97Q: 3 clusters Score -9038338 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69974 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -9038392.000000 Penalty: 3639.072266
	Iteration 98Q: 3 clusters Score -9038392 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70084 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -9038427.000000 Penalty: 3639.072266
	Iteration 99Q: 3 clusters Score -9038427 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -9038426.000000 Penalty: 3639.072266
	Iteration 100F: 3 clusters Score -9038426 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70272 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -9038459.000000 Penalty: 3639.072266
	Iteration 101Q: 3 clusters Score -9038459 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -9038454.000000 Penalty: 3639.072266
	Iteration 102Q: 3 clusters Score -9038454 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70406 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -9038484.000000 Penalty: 3639.072266
	Iteration 103Q: 3 clusters Score -9038484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70457 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -9038493.000000 Penalty: 3639.072266
	Iteration 104Q: 3 clusters Score -9038493 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70506 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -9038500.000000 Penalty: 3639.072266
	Iteration 105Q: 3 clusters Score -9038500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70555 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9038516.000000 Penalty: 3639.072266
	Iteration 106Q: 3 clusters Score -9038516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70608 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -9038525.000000 Penalty: 3639.072266
	Iteration 107Q: 3 clusters Score -9038525 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70669 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -9038527.000000 Penalty: 3639.072266
	Iteration 108Q: 3 clusters Score -9038527 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70729 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9038523.000000 Penalty: 3639.072266
	Iteration 109Q: 3 clusters Score -9038523 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70785 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9038540.000000 Penalty: 3639.072266
	Iteration 110Q: 3 clusters Score -9038540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -9038549.000000 Penalty: 3639.072266
	Iteration 111Q: 3 clusters Score -9038549 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -9038550.000000 Penalty: 3639.072266
	Iteration 112Q: 3 clusters Score -9038550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70897 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -9038565.000000 Penalty: 3639.072266
	Iteration 113Q: 3 clusters Score -9038565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70931 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -9038573.000000 Penalty: 3639.072266
	Iteration 114Q: 3 clusters Score -9038573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70960 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -9038565.000000 Penalty: 3639.072266
	Iteration 115Q: 3 clusters Score -9038565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70980 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -9038559.000000 Penalty: 3639.072266
	Iteration 116Q: 3 clusters Score -9038559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71003 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -9038572.000000 Penalty: 3639.072266
	Iteration 117Q: 3 clusters Score -9038572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9038569.000000 Penalty: 3639.072266
	Iteration 118Q: 3 clusters Score -9038569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9038575.000000 Penalty: 3639.072266
	Iteration 119Q: 3 clusters Score -9038575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -9038581.000000 Penalty: 3639.072266
	Iteration 120F: 3 clusters Score -9038581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71051 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9038576.000000 Penalty: 3639.072266
	Iteration 121Q: 3 clusters Score -9038576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71058 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -9038586.000000 Penalty: 3639.072266
	Iteration 122Q: 3 clusters Score -9038586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -9038582.000000 Penalty: 3639.072266
	Iteration 123Q: 3 clusters Score -9038582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71067 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -9038586.000000 Penalty: 3639.072266
	Iteration 124Q: 3 clusters Score -9038586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71071 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -9038583.000000 Penalty: 3639.072266
	Iteration 125Q: 3 clusters Score -9038583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -9038581.000000 Penalty: 3639.072266
	Iteration 126Q: 3 clusters Score -9038581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9038584.000000 Penalty: 3639.072266
	Iteration 127Q: 3 clusters Score -9038584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71075 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -9038580.000000 Penalty: 3639.072266
	Iteration 128Q: 3 clusters Score -9038580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71077 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -9038586.000000 Penalty: 3639.072266
	Iteration 129Q: 3 clusters Score -9038586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -9038582.000000 Penalty: 3639.072266
	Iteration 130Q: 3 clusters Score -9038582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71080 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -9038582.000000 Penalty: 3639.072266
	Iteration 131F: 3 clusters Score -9038582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (81564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81564 members 
Entering Unmasked Estep 
Score: -10143540.000000 Penalty: 1837.735718
	Iteration 0F: 2 clusters Score -1.014354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -10090848.000000 Penalty: 3675.471436
	Iteration 0F: 3 clusters Score -1.009085e+07 nChanged 38813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -10113345.000000 Penalty: 3675.471436
	Iteration 1F: 3 clusters Score -1.011334e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -10114317.000000 Penalty: 3675.471436
	Iteration 2Q: 3 clusters Score -1.011432e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -10115573.000000 Penalty: 3675.471436
	Iteration 3Q: 3 clusters Score -1.011557e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -10117485.000000 Penalty: 3675.471436
	Iteration 4Q: 3 clusters Score -1.011748e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -10120049.000000 Penalty: 3675.471436
	Iteration 5F: 3 clusters Score -1.012005e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -10123748.000000 Penalty: 3675.471436
	Iteration 6F: 3 clusters Score -1.012375e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -10128141.000000 Penalty: 3675.471436
	Iteration 7F: 3 clusters Score -1.012814e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -10131672.000000 Penalty: 3675.471436
	Iteration 8F: 3 clusters Score -1.013167e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -10133485.000000 Penalty: 3675.471436
	Iteration 9Q: 3 clusters Score -1.013348e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -10134119.000000 Penalty: 3675.471436
	Iteration 10Q: 3 clusters Score -1.013412e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -10134356.000000 Penalty: 3675.471436
	Iteration 11Q: 3 clusters Score -1.013436e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -10134509.000000 Penalty: 3675.471436
	Iteration 12Q: 3 clusters Score -1.013451e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -10134603.000000 Penalty: 3675.471436
	Iteration 13Q: 3 clusters Score -1.01346e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -10134712.000000 Penalty: 3675.471436
	Iteration 14Q: 3 clusters Score -1.013471e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -10134803.000000 Penalty: 3675.471436
	Iteration 15Q: 3 clusters Score -1.01348e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -10134939.000000 Penalty: 3675.471436
	Iteration 16Q: 3 clusters Score -1.013494e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -10135019.000000 Penalty: 3675.471436
	Iteration 17Q: 3 clusters Score -1.013502e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -10135164.000000 Penalty: 3675.471436
	Iteration 18Q: 3 clusters Score -1.013516e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -10135272.000000 Penalty: 3675.471436
	Iteration 19Q: 3 clusters Score -1.013527e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -10135347.000000 Penalty: 3675.471436
	Iteration 20F: 3 clusters Score -1.013535e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -10135423.000000 Penalty: 3675.471436
	Iteration 21Q: 3 clusters Score -1.013542e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -10135446.000000 Penalty: 3675.471436
	Iteration 22Q: 3 clusters Score -1.013545e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -10135489.000000 Penalty: 3675.471436
	Iteration 23Q: 3 clusters Score -1.013549e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -10135541.000000 Penalty: 3675.471436
	Iteration 24Q: 3 clusters Score -1.013554e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -10135596.000000 Penalty: 3675.471436
	Iteration 25Q: 3 clusters Score -1.01356e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -10135607.000000 Penalty: 3675.471436
	Iteration 26Q: 3 clusters Score -1.013561e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -10135630.000000 Penalty: 3675.471436
	Iteration 27Q: 3 clusters Score -1.013563e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -10135669.000000 Penalty: 3675.471436
	Iteration 28Q: 3 clusters Score -1.013567e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -10135680.000000 Penalty: 3675.471436
	Iteration 29Q: 3 clusters Score -1.013568e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -10135713.000000 Penalty: 3675.471436
	Iteration 30Q: 3 clusters Score -1.013571e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -10135755.000000 Penalty: 3675.471436
	Iteration 31Q: 3 clusters Score -1.013576e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -10135780.000000 Penalty: 3675.471436
	Iteration 32Q: 3 clusters Score -1.013578e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -10135833.000000 Penalty: 3675.471436
	Iteration 33Q: 3 clusters Score -1.013583e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -10135853.000000 Penalty: 3675.471436
	Iteration 34Q: 3 clusters Score -1.013585e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -10135909.000000 Penalty: 3675.471436
	Iteration 35Q: 3 clusters Score -1.013591e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 52744 members 
Entering Unmasked Estep 
Score: -10135986.000000 Penalty: 3675.471436
	Iteration 36Q: 3 clusters Score -1.013599e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -10136006.000000 Penalty: 3675.471436
	Iteration 37Q: 3 clusters Score -1.013601e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -10136048.000000 Penalty: 3675.471436
	Iteration 38Q: 3 clusters Score -1.013605e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -10136078.000000 Penalty: 3675.471436
	Iteration 39Q: 3 clusters Score -1.013608e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -10136096.000000 Penalty: 3675.471436
	Iteration 40F: 3 clusters Score -1.01361e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -10136121.000000 Penalty: 3675.471436
	Iteration 41Q: 3 clusters Score -1.013612e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -10136150.000000 Penalty: 3675.471436
	Iteration 42Q: 3 clusters Score -1.013615e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -10136228.000000 Penalty: 3675.471436
	Iteration 43Q: 3 clusters Score -1.013623e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -10136251.000000 Penalty: 3675.471436
	Iteration 44Q: 3 clusters Score -1.013625e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -10136324.000000 Penalty: 3675.471436
	Iteration 45Q: 3 clusters Score -1.013632e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -10136341.000000 Penalty: 3675.471436
	Iteration 46Q: 3 clusters Score -1.013634e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -10136339.000000 Penalty: 3675.471436
	Iteration 47Q: 3 clusters Score -1.013634e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -10136418.000000 Penalty: 3675.471436
	Iteration 48Q: 3 clusters Score -1.013642e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -10136476.000000 Penalty: 3675.471436
	Iteration 49Q: 3 clusters Score -1.013648e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -10136520.000000 Penalty: 3675.471436
	Iteration 50Q: 3 clusters Score -1.013652e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
Score: -10136586.000000 Penalty: 3675.471436
	Iteration 51Q: 3 clusters Score -1.013659e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 59431 members 
Entering Unmasked Estep 
Score: -10136676.000000 Penalty: 3675.471436
	Iteration 52Q: 3 clusters Score -1.013668e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -10136723.000000 Penalty: 3675.471436
	Iteration 53Q: 3 clusters Score -1.013672e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -10136831.000000 Penalty: 3675.471436
	Iteration 54Q: 3 clusters Score -1.013683e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -10136923.000000 Penalty: 3675.471436
	Iteration 55Q: 3 clusters Score -1.013692e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -10137044.000000 Penalty: 3675.471436
	Iteration 56Q: 3 clusters Score -1.013704e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -10137162.000000 Penalty: 3675.471436
	Iteration 57Q: 3 clusters Score -1.013716e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -10137283.000000 Penalty: 3675.471436
	Iteration 58Q: 3 clusters Score -1.013728e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -10137409.000000 Penalty: 3675.471436
	Iteration 59Q: 3 clusters Score -1.013741e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 64525 members 
Entering Unmasked Estep 
Score: -10137549.000000 Penalty: 3675.471436
	Iteration 60F: 3 clusters Score -1.013755e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -10137687.000000 Penalty: 3675.471436
	Iteration 61Q: 3 clusters Score -1.013769e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
Score: -10137836.000000 Penalty: 3675.471436
	Iteration 62Q: 3 clusters Score -1.013784e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -10137940.000000 Penalty: 3675.471436
	Iteration 63Q: 3 clusters Score -1.013794e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -10138116.000000 Penalty: 3675.471436
	Iteration 64Q: 3 clusters Score -1.013812e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 68066 members 
Entering Unmasked Estep 
Score: -10138306.000000 Penalty: 3675.471436
	Iteration 65Q: 3 clusters Score -1.013831e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
Score: -10138460.000000 Penalty: 3675.471436
	Iteration 66Q: 3 clusters Score -1.013846e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 69371 members 
Entering Unmasked Estep 
Score: -10138626.000000 Penalty: 3675.471436
	Iteration 67Q: 3 clusters Score -1.013863e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -10138794.000000 Penalty: 3675.471436
	Iteration 68Q: 3 clusters Score -1.013879e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -10138950.000000 Penalty: 3675.471436
	Iteration 69Q: 3 clusters Score -1.013895e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 71132 members 
Entering Unmasked Estep 
Score: -10139067.000000 Penalty: 3675.471436
	Iteration 70Q: 3 clusters Score -1.013907e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -10139217.000000 Penalty: 3675.471436
	Iteration 71Q: 3 clusters Score -1.013922e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 72055 members 
Entering Unmasked Estep 
Score: -10139354.000000 Penalty: 3675.471436
	Iteration 72Q: 3 clusters Score -1.013935e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -10139484.000000 Penalty: 3675.471436
	Iteration 73Q: 3 clusters Score -1.013948e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -10139617.000000 Penalty: 3675.471436
	Iteration 74Q: 3 clusters Score -1.013962e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -10139729.000000 Penalty: 3675.471436
	Iteration 75Q: 3 clusters Score -1.013973e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -10139831.000000 Penalty: 3675.471436
	Iteration 76Q: 3 clusters Score -1.013983e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 73928 members 
Entering Unmasked Estep 
Score: -10139963.000000 Penalty: 3675.471436
	Iteration 77Q: 3 clusters Score -1.013996e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 74259 members 
Entering Unmasked Estep 
Score: -10140066.000000 Penalty: 3675.471436
	Iteration 78Q: 3 clusters Score -1.014007e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 74584 members 
Entering Unmasked Estep 
Score: -10140186.000000 Penalty: 3675.471436
	Iteration 79Q: 3 clusters Score -1.014019e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -10140307.000000 Penalty: 3675.471436
	Iteration 80F: 3 clusters Score -1.014031e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 75198 members 
Entering Unmasked Estep 
Score: -10140428.000000 Penalty: 3675.471436
	Iteration 81Q: 3 clusters Score -1.014043e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -10140517.000000 Penalty: 3675.471436
	Iteration 82Q: 3 clusters Score -1.014052e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 75722 members 
Entering Unmasked Estep 
Score: -10140603.000000 Penalty: 3675.471436
	Iteration 83Q: 3 clusters Score -1.01406e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -10140691.000000 Penalty: 3675.471436
	Iteration 84Q: 3 clusters Score -1.014069e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 76188 members 
Entering Unmasked Estep 
Score: -10140750.000000 Penalty: 3675.471436
	Iteration 85Q: 3 clusters Score -1.014075e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 76397 members 
Entering Unmasked Estep 
Score: -10140804.000000 Penalty: 3675.471436
	Iteration 86Q: 3 clusters Score -1.01408e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 76600 members 
Entering Unmasked Estep 
Score: -10140869.000000 Penalty: 3675.471436
	Iteration 87Q: 3 clusters Score -1.014087e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 76773 members 
Entering Unmasked Estep 
Score: -10140925.000000 Penalty: 3675.471436
	Iteration 88Q: 3 clusters Score -1.014092e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 76898 members 
Entering Unmasked Estep 
Score: -10140995.000000 Penalty: 3675.471436
	Iteration 89Q: 3 clusters Score -1.0141e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 77013 members 
Entering Unmasked Estep 
Score: -10141011.000000 Penalty: 3675.471436
	Iteration 90Q: 3 clusters Score -1.014101e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 77133 members 
Entering Unmasked Estep 
Score: -10141054.000000 Penalty: 3675.471436
	Iteration 91Q: 3 clusters Score -1.014105e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 77232 members 
Entering Unmasked Estep 
Score: -10141076.000000 Penalty: 3675.471436
	Iteration 92Q: 3 clusters Score -1.014108e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -10141104.000000 Penalty: 3675.471436
	Iteration 93Q: 3 clusters Score -1.01411e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -10141127.000000 Penalty: 3675.471436
	Iteration 94Q: 3 clusters Score -1.014113e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 77588 members 
Entering Unmasked Estep 
Score: -10141142.000000 Penalty: 3675.471436
	Iteration 95Q: 3 clusters Score -1.014114e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 77697 members 
Entering Unmasked Estep 
Score: -10141183.000000 Penalty: 3675.471436
	Iteration 96Q: 3 clusters Score -1.014118e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 77796 members 
Entering Unmasked Estep 
Score: -10141215.000000 Penalty: 3675.471436
	Iteration 97Q: 3 clusters Score -1.014122e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 77880 members 
Entering Unmasked Estep 
Score: -10141250.000000 Penalty: 3675.471436
	Iteration 98Q: 3 clusters Score -1.014125e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 77961 members 
Entering Unmasked Estep 
Score: -10141272.000000 Penalty: 3675.471436
	Iteration 99Q: 3 clusters Score -1.014127e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 78047 members 
Entering Unmasked Estep 
Score: -10141289.000000 Penalty: 3675.471436
	Iteration 100F: 3 clusters Score -1.014129e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 78117 members 
Entering Unmasked Estep 
Score: -10141325.000000 Penalty: 3675.471436
	Iteration 101Q: 3 clusters Score -1.014132e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 78179 members 
Entering Unmasked Estep 
Score: -10141332.000000 Penalty: 3675.471436
	Iteration 102Q: 3 clusters Score -1.014133e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -10141347.000000 Penalty: 3675.471436
	Iteration 103Q: 3 clusters Score -1.014135e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -10141367.000000 Penalty: 3675.471436
	Iteration 104Q: 3 clusters Score -1.014137e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 78343 members 
Entering Unmasked Estep 
Score: -10141381.000000 Penalty: 3675.471436
	Iteration 105Q: 3 clusters Score -1.014138e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 78398 members 
Entering Unmasked Estep 
Score: -10141377.000000 Penalty: 3675.471436
	Iteration 106Q: 3 clusters Score -1.014138e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 78439 members 
Entering Unmasked Estep 
Score: -10141396.000000 Penalty: 3675.471436
	Iteration 107Q: 3 clusters Score -1.01414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 78468 members 
Entering Unmasked Estep 
Score: -10141411.000000 Penalty: 3675.471436
	Iteration 108Q: 3 clusters Score -1.014141e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 78495 members 
Entering Unmasked Estep 
Score: -10141409.000000 Penalty: 3675.471436
	Iteration 109Q: 3 clusters Score -1.014141e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 78523 members 
Entering Unmasked Estep 
Score: -10141424.000000 Penalty: 3675.471436
	Iteration 110Q: 3 clusters Score -1.014142e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -10141432.000000 Penalty: 3675.471436
	Iteration 111Q: 3 clusters Score -1.014143e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 78569 members 
Entering Unmasked Estep 
Score: -10141444.000000 Penalty: 3675.471436
	Iteration 112Q: 3 clusters Score -1.014144e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -10141473.000000 Penalty: 3675.471436
	Iteration 113Q: 3 clusters Score -1.014147e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 78637 members 
Entering Unmasked Estep 
Score: -10141476.000000 Penalty: 3675.471436
	Iteration 114Q: 3 clusters Score -1.014148e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -10141483.000000 Penalty: 3675.471436
	Iteration 115Q: 3 clusters Score -1.014148e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 78688 members 
Entering Unmasked Estep 
Score: -10141490.000000 Penalty: 3675.471436
	Iteration 116Q: 3 clusters Score -1.014149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -10141484.000000 Penalty: 3675.471436
	Iteration 117Q: 3 clusters Score -1.014148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -10141482.000000 Penalty: 3675.471436
	Iteration 118Q: 3 clusters Score -1.014148e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -10141484.000000 Penalty: 3675.471436
	Iteration 119Q: 3 clusters Score -1.014148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -10141493.000000 Penalty: 3675.471436
	Iteration 120F: 3 clusters Score -1.014149e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
Score: -10141505.000000 Penalty: 3675.471436
	Iteration 121Q: 3 clusters Score -1.01415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 78763 members 
Entering Unmasked Estep 
Score: -10141494.000000 Penalty: 3675.471436
	Iteration 122Q: 3 clusters Score -1.014149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 78778 members 
Entering Unmasked Estep 
Score: -10141513.000000 Penalty: 3675.471436
	Iteration 123Q: 3 clusters Score -1.014151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 78795 members 
Entering Unmasked Estep 
Score: -10141531.000000 Penalty: 3675.471436
	Iteration 124Q: 3 clusters Score -1.014153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 78812 members 
Entering Unmasked Estep 
Score: -10141540.000000 Penalty: 3675.471436
	Iteration 125Q: 3 clusters Score -1.014154e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 78836 members 
Entering Unmasked Estep 
Score: -10141563.000000 Penalty: 3675.471436
	Iteration 126Q: 3 clusters Score -1.014156e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 78852 members 
Entering Unmasked Estep 
Score: -10141565.000000 Penalty: 3675.471436
	Iteration 127Q: 3 clusters Score -1.014156e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 78875 members 
Entering Unmasked Estep 
Score: -10141588.000000 Penalty: 3675.471436
	Iteration 128Q: 3 clusters Score -1.014159e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 78897 members 
Entering Unmasked Estep 
Score: -10141603.000000 Penalty: 3675.471436
	Iteration 129Q: 3 clusters Score -1.01416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 78918 members 
Entering Unmasked Estep 
Score: -10141597.000000 Penalty: 3675.471436
	Iteration 130Q: 3 clusters Score -1.01416e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 78938 members 
Entering Unmasked Estep 
Score: -10141600.000000 Penalty: 3675.471436
	Iteration 131Q: 3 clusters Score -1.01416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -10141610.000000 Penalty: 3675.471436
	Iteration 132Q: 3 clusters Score -1.014161e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 78973 members 
Entering Unmasked Estep 
Score: -10141619.000000 Penalty: 3675.471436
	Iteration 133Q: 3 clusters Score -1.014162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 78984 members 
Entering Unmasked Estep 
Score: -10141630.000000 Penalty: 3675.471436
	Iteration 134Q: 3 clusters Score -1.014163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 78994 members 
Entering Unmasked Estep 
Score: -10141633.000000 Penalty: 3675.471436
	Iteration 135Q: 3 clusters Score -1.014163e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -10141638.000000 Penalty: 3675.471436
	Iteration 136Q: 3 clusters Score -1.014164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -10141638.000000 Penalty: 3675.471436
	Iteration 137Q: 3 clusters Score -1.014164e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 79037 members 
Entering Unmasked Estep 
Score: -10141638.000000 Penalty: 3675.471436
	Iteration 138Q: 3 clusters Score -1.014164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -10141645.000000 Penalty: 3675.471436
	Iteration 139Q: 3 clusters Score -1.014164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -10141654.000000 Penalty: 3675.471436
	Iteration 140F: 3 clusters Score -1.014165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 79075 members 
Entering Unmasked Estep 
Score: -10141655.000000 Penalty: 3675.471436
	Iteration 141Q: 3 clusters Score -1.014166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 79086 members 
Entering Unmasked Estep 
Score: -10141650.000000 Penalty: 3675.471436
	Iteration 142Q: 3 clusters Score -1.014165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 79096 members 
Entering Unmasked Estep 
Score: -10141654.000000 Penalty: 3675.471436
	Iteration 143Q: 3 clusters Score -1.014165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 79105 members 
Entering Unmasked Estep 
Score: -10141657.000000 Penalty: 3675.471436
	Iteration 144Q: 3 clusters Score -1.014166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -10141650.000000 Penalty: 3675.471436
	Iteration 145Q: 3 clusters Score -1.014165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -10141661.000000 Penalty: 3675.471436
	Iteration 146Q: 3 clusters Score -1.014166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 79130 members 
Entering Unmasked Estep 
Score: -10141662.000000 Penalty: 3675.471436
	Iteration 147Q: 3 clusters Score -1.014166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
Score: -10141663.000000 Penalty: 3675.471436
	Iteration 148Q: 3 clusters Score -1.014166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -10141669.000000 Penalty: 3675.471436
	Iteration 149Q: 3 clusters Score -1.014167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
Score: -10141666.000000 Penalty: 3675.471436
	Iteration 150Q: 3 clusters Score -1.014167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -10141667.000000 Penalty: 3675.471436
	Iteration 151Q: 3 clusters Score -1.014167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -10141661.000000 Penalty: 3675.471436
	Iteration 152Q: 3 clusters Score -1.014166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -10141661.000000 Penalty: 3675.471436
	Iteration 153F: 3 clusters Score -1.014166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69309 members 
Entering Unmasked Estep 
Score: -8636595.000000 Penalty: 1811.278564
	Iteration 0F: 2 clusters Score -8636595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -8591614.000000 Penalty: 3622.557129
	Iteration 0F: 3 clusters Score -8591614 nChanged 32622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -8610255.000000 Penalty: 3622.557129
	Iteration 1F: 3 clusters Score -8610255 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -8610894.000000 Penalty: 3622.557129
	Iteration 2Q: 3 clusters Score -8610894 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -8611922.000000 Penalty: 3622.557129
	Iteration 3Q: 3 clusters Score -8611922 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -8613596.000000 Penalty: 3622.557129
	Iteration 4Q: 3 clusters Score -8613596 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -8616443.000000 Penalty: 3622.557129
	Iteration 5F: 3 clusters Score -8616443 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -8620657.000000 Penalty: 3622.557129
	Iteration 6F: 3 clusters Score -8620657 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -8625648.000000 Penalty: 3622.557129
	Iteration 7F: 3 clusters Score -8625648 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -8629620.000000 Penalty: 3622.557129
	Iteration 8F: 3 clusters Score -8629620 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -8632003.000000 Penalty: 3622.557129
	Iteration 9Q: 3 clusters Score -8632003 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -8633183.000000 Penalty: 3622.557129
	Iteration 10Q: 3 clusters Score -8633183 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -8633773.000000 Penalty: 3622.557129
	Iteration 11Q: 3 clusters Score -8633773 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -8634098.000000 Penalty: 3622.557129
	Iteration 12Q: 3 clusters Score -8634098 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -8634260.000000 Penalty: 3622.557129
	Iteration 13Q: 3 clusters Score -8634260 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8634414.000000 Penalty: 3622.557129
	Iteration 14Q: 3 clusters Score -8634414 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8634513.000000 Penalty: 3622.557129
	Iteration 15Q: 3 clusters Score -8634513 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67527 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8634631.000000 Penalty: 3622.557129
	Iteration 16Q: 3 clusters Score -8634631 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67748 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8634700.000000 Penalty: 3622.557129
	Iteration 17Q: 3 clusters Score -8634700 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8634783.000000 Penalty: 3622.557129
	Iteration 18Q: 3 clusters Score -8634783 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8634846.000000 Penalty: 3622.557129
	Iteration 19Q: 3 clusters Score -8634846 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8634870.000000 Penalty: 3622.557129
	Iteration 20F: 3 clusters Score -8634870 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68279 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8634896.000000 Penalty: 3622.557129
	Iteration 21Q: 3 clusters Score -8634896 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8634931.000000 Penalty: 3622.557129
	Iteration 22Q: 3 clusters Score -8634931 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68436 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8634964.000000 Penalty: 3622.557129
	Iteration 23Q: 3 clusters Score -8634964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8634981.000000 Penalty: 3622.557129
	Iteration 24Q: 3 clusters Score -8634981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68518 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8634975.000000 Penalty: 3622.557129
	Iteration 25Q: 3 clusters Score -8634975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68550 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8634989.000000 Penalty: 3622.557129
	Iteration 26Q: 3 clusters Score -8634989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68579 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8634992.000000 Penalty: 3622.557129
	Iteration 27Q: 3 clusters Score -8634992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8635011.000000 Penalty: 3622.557129
	Iteration 28Q: 3 clusters Score -8635011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8635023.000000 Penalty: 3622.557129
	Iteration 29Q: 3 clusters Score -8635023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8635043.000000 Penalty: 3622.557129
	Iteration 30Q: 3 clusters Score -8635043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68659 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8635035.000000 Penalty: 3622.557129
	Iteration 31Q: 3 clusters Score -8635035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8635054.000000 Penalty: 3622.557129
	Iteration 32Q: 3 clusters Score -8635054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68682 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8635059.000000 Penalty: 3622.557129
	Iteration 33Q: 3 clusters Score -8635059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68696 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8635070.000000 Penalty: 3622.557129
	Iteration 34Q: 3 clusters Score -8635070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8635073.000000 Penalty: 3622.557129
	Iteration 35Q: 3 clusters Score -8635073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8635086.000000 Penalty: 3622.557129
	Iteration 36Q: 3 clusters Score -8635086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8635095.000000 Penalty: 3622.557129
	Iteration 37Q: 3 clusters Score -8635095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68740 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8635096.000000 Penalty: 3622.557129
	Iteration 38Q: 3 clusters Score -8635096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8635104.000000 Penalty: 3622.557129
	Iteration 39Q: 3 clusters Score -8635104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8635103.000000 Penalty: 3622.557129
	Iteration 40F: 3 clusters Score -8635103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68767 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8635099.000000 Penalty: 3622.557129
	Iteration 41Q: 3 clusters Score -8635099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68781 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8635100.000000 Penalty: 3622.557129
	Iteration 42Q: 3 clusters Score -8635100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8635099.000000 Penalty: 3622.557129
	Iteration 43Q: 3 clusters Score -8635099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68796 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8635108.000000 Penalty: 3622.557129
	Iteration 44Q: 3 clusters Score -8635108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68805 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8635104.000000 Penalty: 3622.557129
	Iteration 45Q: 3 clusters Score -8635104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68814 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8635108.000000 Penalty: 3622.557129
	Iteration 46Q: 3 clusters Score -8635108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8635110.000000 Penalty: 3622.557129
	Iteration 47Q: 3 clusters Score -8635110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8635118.000000 Penalty: 3622.557129
	Iteration 48Q: 3 clusters Score -8635118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8635121.000000 Penalty: 3622.557129
	Iteration 49Q: 3 clusters Score -8635121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68831 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8635118.000000 Penalty: 3622.557129
	Iteration 50Q: 3 clusters Score -8635118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68832 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8635119.000000 Penalty: 3622.557129
	Iteration 51Q: 3 clusters Score -8635119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68832 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8635119.000000 Penalty: 3622.557129
	Iteration 52F: 3 clusters Score -8635119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (81891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81891 members 
Entering Unmasked Estep 
Score: -10128138.000000 Penalty: 1838.385986
	Iteration 0F: 2 clusters Score -1.012814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -10076416.000000 Penalty: 3676.771973
	Iteration 0F: 3 clusters Score -1.007642e+07 nChanged 38826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -10098863.000000 Penalty: 3676.771973
	Iteration 1F: 3 clusters Score -1.009886e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -10099801.000000 Penalty: 3676.771973
	Iteration 2Q: 3 clusters Score -1.00998e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -10101248.000000 Penalty: 3676.771973
	Iteration 3Q: 3 clusters Score -1.010125e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -10103749.000000 Penalty: 3676.771973
	Iteration 4F: 3 clusters Score -1.010375e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -10107549.000000 Penalty: 3676.771973
	Iteration 5F: 3 clusters Score -1.010755e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63717 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -10112744.000000 Penalty: 3676.771973
	Iteration 6F: 3 clusters Score -1.011274e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -10118250.000000 Penalty: 3676.771973
	Iteration 7F: 3 clusters Score -1.011825e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75079 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -10122269.000000 Penalty: 3676.771973
	Iteration 8F: 3 clusters Score -1.012227e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78381 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -10124805.000000 Penalty: 3676.771973
	Iteration 9Q: 3 clusters Score -1.01248e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80158 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -10125978.000000 Penalty: 3676.771973
	Iteration 10Q: 3 clusters Score -1.012598e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80981 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10126572.000000 Penalty: 3676.771973
	Iteration 11Q: 3 clusters Score -1.012657e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81308 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10126843.000000 Penalty: 3676.771973
	Iteration 12Q: 3 clusters Score -1.012684e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -10126977.000000 Penalty: 3676.771973
	Iteration 13Q: 3 clusters Score -1.012698e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81501 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10127054.000000 Penalty: 3676.771973
	Iteration 14Q: 3 clusters Score -1.012705e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81525 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10127087.000000 Penalty: 3676.771973
	Iteration 15Q: 3 clusters Score -1.012709e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81542 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10127109.000000 Penalty: 3676.771973
	Iteration 16Q: 3 clusters Score -1.012711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81551 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10127141.000000 Penalty: 3676.771973
	Iteration 17Q: 3 clusters Score -1.012714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81556 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10127153.000000 Penalty: 3676.771973
	Iteration 18Q: 3 clusters Score -1.012715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10127162.000000 Penalty: 3676.771973
	Iteration 19Q: 3 clusters Score -1.012716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81559 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10127176.000000 Penalty: 3676.771973
	Iteration 20F: 3 clusters Score -1.012718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10127184.000000 Penalty: 3676.771973
	Iteration 21Q: 3 clusters Score -1.012718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81563 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10127199.000000 Penalty: 3676.771973
	Iteration 22Q: 3 clusters Score -1.01272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81563 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10127200.000000 Penalty: 3676.771973
	Iteration 23Q: 3 clusters Score -1.01272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10127202.000000 Penalty: 3676.771973
	Iteration 24Q: 3 clusters Score -1.01272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10127202.000000 Penalty: 3676.771973
	Iteration 25F: 3 clusters Score -1.01272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Entering Unmasked Estep 
Score: -5213074.000000 Penalty: 1729.598877
	Iteration 0F: 2 clusters Score -5213074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -5185030.500000 Penalty: 3459.197754
	Iteration 0F: 3 clusters Score -5185030 nChanged 19500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -5195994.000000 Penalty: 3459.197754
	Iteration 1F: 3 clusters Score -5195994 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -5196424.500000 Penalty: 3459.197754
	Iteration 2Q: 3 clusters Score -5196424 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -5196850.500000 Penalty: 3459.197754
	Iteration 3Q: 3 clusters Score -5196850 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5197370.500000 Penalty: 3459.197754
	Iteration 4Q: 3 clusters Score -5197370 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -5198127.500000 Penalty: 3459.197754
	Iteration 5Q: 3 clusters Score -5198128 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -5199107.500000 Penalty: 3459.197754
	Iteration 6Q: 3 clusters Score -5199108 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -5200558.000000 Penalty: 3459.197754
	Iteration 7F: 3 clusters Score -5200558 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -5202551.500000 Penalty: 3459.197754
	Iteration 8F: 3 clusters Score -5202552 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -5204632.000000 Penalty: 3459.197754
	Iteration 9F: 3 clusters Score -5204632 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -5206491.000000 Penalty: 3459.197754
	Iteration 10F: 3 clusters Score -5206491 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -5208062.000000 Penalty: 3459.197754
	Iteration 11Q: 3 clusters Score -5208062 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -5209137.500000 Penalty: 3459.197754
	Iteration 12Q: 3 clusters Score -5209138 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -5209792.500000 Penalty: 3459.197754
	Iteration 13Q: 3 clusters Score -5209792 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -5210234.500000 Penalty: 3459.197754
	Iteration 14Q: 3 clusters Score -5210234 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -5210508.000000 Penalty: 3459.197754
	Iteration 15Q: 3 clusters Score -5210508 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -5210719.000000 Penalty: 3459.197754
	Iteration 16Q: 3 clusters Score -5210719 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -5210874.000000 Penalty: 3459.197754
	Iteration 17Q: 3 clusters Score -5210874 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -5210994.500000 Penalty: 3459.197754
	Iteration 18Q: 3 clusters Score -5210994 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -5211104.500000 Penalty: 3459.197754
	Iteration 19Q: 3 clusters Score -5211104 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -5211181.000000 Penalty: 3459.197754
	Iteration 20F: 3 clusters Score -5211181 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -5211242.000000 Penalty: 3459.197754
	Iteration 21Q: 3 clusters Score -5211242 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -5211324.000000 Penalty: 3459.197754
	Iteration 22Q: 3 clusters Score -5211324 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -5211367.500000 Penalty: 3459.197754
	Iteration 23Q: 3 clusters Score -5211368 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -5211421.500000 Penalty: 3459.197754
	Iteration 24Q: 3 clusters Score -5211422 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -5211456.500000 Penalty: 3459.197754
	Iteration 25Q: 3 clusters Score -5211456 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -5211481.000000 Penalty: 3459.197754
	Iteration 26Q: 3 clusters Score -5211481 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -5211521.500000 Penalty: 3459.197754
	Iteration 27Q: 3 clusters Score -5211522 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -5211531.500000 Penalty: 3459.197754
	Iteration 28Q: 3 clusters Score -5211532 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -5211547.000000 Penalty: 3459.197754
	Iteration 29Q: 3 clusters Score -5211547 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -5211555.000000 Penalty: 3459.197754
	Iteration 30Q: 3 clusters Score -5211555 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -5211566.000000 Penalty: 3459.197754
	Iteration 31Q: 3 clusters Score -5211566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -5211587.500000 Penalty: 3459.197754
	Iteration 32Q: 3 clusters Score -5211588 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -5211599.000000 Penalty: 3459.197754
	Iteration 33Q: 3 clusters Score -5211599 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -5211621.500000 Penalty: 3459.197754
	Iteration 34Q: 3 clusters Score -5211622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -5211630.000000 Penalty: 3459.197754
	Iteration 35Q: 3 clusters Score -5211630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -5211635.500000 Penalty: 3459.197754
	Iteration 36Q: 3 clusters Score -5211636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -5211645.500000 Penalty: 3459.197754
	Iteration 37Q: 3 clusters Score -5211646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -5211648.000000 Penalty: 3459.197754
	Iteration 38Q: 3 clusters Score -5211648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -5211652.500000 Penalty: 3459.197754
	Iteration 39Q: 3 clusters Score -5211652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -5211652.500000 Penalty: 3459.197754
	Iteration 40F: 3 clusters Score -5211652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -5211661.500000 Penalty: 3459.197754
	Iteration 41Q: 3 clusters Score -5211662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -5211671.000000 Penalty: 3459.197754
	Iteration 42Q: 3 clusters Score -5211671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -5211666.500000 Penalty: 3459.197754
	Iteration 43Q: 3 clusters Score -5211666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -5211670.500000 Penalty: 3459.197754
	Iteration 44Q: 3 clusters Score -5211670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -5211675.500000 Penalty: 3459.197754
	Iteration 45Q: 3 clusters Score -5211676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -5211674.500000 Penalty: 3459.197754
	Iteration 46Q: 3 clusters Score -5211674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -5211676.500000 Penalty: 3459.197754
	Iteration 47Q: 3 clusters Score -5211676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -5211677.000000 Penalty: 3459.197754
	Iteration 48Q: 3 clusters Score -5211677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -5211681.000000 Penalty: 3459.197754
	Iteration 49Q: 3 clusters Score -5211681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -5211678.000000 Penalty: 3459.197754
	Iteration 50Q: 3 clusters Score -5211678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -5211677.500000 Penalty: 3459.197754
	Iteration 51Q: 3 clusters Score -5211678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -5211676.000000 Penalty: 3459.197754
	Iteration 52Q: 3 clusters Score -5211676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -5211677.500000 Penalty: 3459.197754
	Iteration 53Q: 3 clusters Score -5211678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -5211676.500000 Penalty: 3459.197754
	Iteration 54Q: 3 clusters Score -5211676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -5211676.000000 Penalty: 3459.197754
	Iteration 55Q: 3 clusters Score -5211676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -5211676.000000 Penalty: 3459.197754
	Iteration 56F: 3 clusters Score -5211676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Entering Unmasked Estep 
Score: -5082164.000000 Penalty: 1725.469482
	Iteration 0F: 2 clusters Score -5082164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -5054747.500000 Penalty: 3450.938965
	Iteration 0F: 3 clusters Score -5054748 nChanged 19119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -5065454.000000 Penalty: 3450.938965
	Iteration 1F: 3 clusters Score -5065454 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -5065845.500000 Penalty: 3450.938965
	Iteration 2Q: 3 clusters Score -5065846 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -5066240.000000 Penalty: 3450.938965
	Iteration 3Q: 3 clusters Score -5066240 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -5066805.000000 Penalty: 3450.938965
	Iteration 4Q: 3 clusters Score -5066805 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -5067563.000000 Penalty: 3450.938965
	Iteration 5Q: 3 clusters Score -5067563 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -5068715.500000 Penalty: 3450.938965
	Iteration 6F: 3 clusters Score -5068716 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -5070393.000000 Penalty: 3450.938965
	Iteration 7F: 3 clusters Score -5070393 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -5072628.500000 Penalty: 3450.938965
	Iteration 8F: 3 clusters Score -5072628 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -5075184.500000 Penalty: 3450.938965
	Iteration 9F: 3 clusters Score -5075184 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -5077397.000000 Penalty: 3450.938965
	Iteration 10F: 3 clusters Score -5077397 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -5078807.000000 Penalty: 3450.938965
	Iteration 11Q: 3 clusters Score -5078807 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -5079593.000000 Penalty: 3450.938965
	Iteration 12Q: 3 clusters Score -5079593 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -5079999.000000 Penalty: 3450.938965
	Iteration 13Q: 3 clusters Score -5079999 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -5080285.500000 Penalty: 3450.938965
	Iteration 14Q: 3 clusters Score -5080286 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -5080451.500000 Penalty: 3450.938965
	Iteration 15Q: 3 clusters Score -5080452 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -5080567.500000 Penalty: 3450.938965
	Iteration 16Q: 3 clusters Score -5080568 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -5080633.000000 Penalty: 3450.938965
	Iteration 17Q: 3 clusters Score -5080633 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -5080660.000000 Penalty: 3450.938965
	Iteration 18Q: 3 clusters Score -5080660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -5080662.500000 Penalty: 3450.938965
	Iteration 19Q: 3 clusters Score -5080662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -5080678.000000 Penalty: 3450.938965
	Iteration 20F: 3 clusters Score -5080678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -5080687.500000 Penalty: 3450.938965
	Iteration 21Q: 3 clusters Score -5080688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -5080694.000000 Penalty: 3450.938965
	Iteration 22Q: 3 clusters Score -5080694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -5080703.500000 Penalty: 3450.938965
	Iteration 23Q: 3 clusters Score -5080704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -5080703.000000 Penalty: 3450.938965
	Iteration 24Q: 3 clusters Score -5080703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -5080702.000000 Penalty: 3450.938965
	Iteration 25Q: 3 clusters Score -5080702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -5080700.500000 Penalty: 3450.938965
	Iteration 26Q: 3 clusters Score -5080700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -5080703.500000 Penalty: 3450.938965
	Iteration 27Q: 3 clusters Score -5080704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -5080705.500000 Penalty: 3450.938965
	Iteration 28Q: 3 clusters Score -5080706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -5080707.000000 Penalty: 3450.938965
	Iteration 29Q: 3 clusters Score -5080707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -5080708.000000 Penalty: 3450.938965
	Iteration 30Q: 3 clusters Score -5080708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -5080709.500000 Penalty: 3450.938965
	Iteration 31Q: 3 clusters Score -5080710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -5080709.500000 Penalty: 3450.938965
	Iteration 32F: 3 clusters Score -5080710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (50902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Entering Unmasked Estep 
Score: -6341522.000000 Penalty: 1761.119385
	Iteration 0F: 2 clusters Score -6341522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -6307618.000000 Penalty: 3522.238770
	Iteration 0F: 3 clusters Score -6307618 nChanged 23777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -6320775.500000 Penalty: 3522.238770
	Iteration 1F: 3 clusters Score -6320776 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -6321227.000000 Penalty: 3522.238770
	Iteration 2Q: 3 clusters Score -6321227 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -6321599.000000 Penalty: 3522.238770
	Iteration 3Q: 3 clusters Score -6321599 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -6321976.500000 Penalty: 3522.238770
	Iteration 4Q: 3 clusters Score -6321976 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -6322413.000000 Penalty: 3522.238770
	Iteration 5Q: 3 clusters Score -6322413 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -6322991.000000 Penalty: 3522.238770
	Iteration 6Q: 3 clusters Score -6322991 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -6323783.500000 Penalty: 3522.238770
	Iteration 7Q: 3 clusters Score -6323784 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -6324989.000000 Penalty: 3522.238770
	Iteration 8Q: 3 clusters Score -6324989 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -6326878.000000 Penalty: 3522.238770
	Iteration 9F: 3 clusters Score -6326878 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -6329615.500000 Penalty: 3522.238770
	Iteration 10F: 3 clusters Score -6329616 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -6332832.500000 Penalty: 3522.238770
	Iteration 11F: 3 clusters Score -6332832 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -6335680.000000 Penalty: 3522.238770
	Iteration 12F: 3 clusters Score -6335680 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -6337507.500000 Penalty: 3522.238770
	Iteration 13Q: 3 clusters Score -6337508 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -6338587.500000 Penalty: 3522.238770
	Iteration 14Q: 3 clusters Score -6338588 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -6339161.000000 Penalty: 3522.238770
	Iteration 15Q: 3 clusters Score -6339161 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -6339422.000000 Penalty: 3522.238770
	Iteration 16Q: 3 clusters Score -6339422 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -6339602.000000 Penalty: 3522.238770
	Iteration 17Q: 3 clusters Score -6339602 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -6339733.000000 Penalty: 3522.238770
	Iteration 18Q: 3 clusters Score -6339733 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -6339833.000000 Penalty: 3522.238770
	Iteration 19Q: 3 clusters Score -6339833 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -6339902.500000 Penalty: 3522.238770
	Iteration 20F: 3 clusters Score -6339902 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -6339928.500000 Penalty: 3522.238770
	Iteration 21Q: 3 clusters Score -6339928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -6339962.500000 Penalty: 3522.238770
	Iteration 22Q: 3 clusters Score -6339962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -6340003.000000 Penalty: 3522.238770
	Iteration 23Q: 3 clusters Score -6340003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -6340010.000000 Penalty: 3522.238770
	Iteration 24Q: 3 clusters Score -6340010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -6340015.000000 Penalty: 3522.238770
	Iteration 25Q: 3 clusters Score -6340015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -6340011.000000 Penalty: 3522.238770
	Iteration 26Q: 3 clusters Score -6340011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -6340014.500000 Penalty: 3522.238770
	Iteration 27Q: 3 clusters Score -6340014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -6340033.000000 Penalty: 3522.238770
	Iteration 28Q: 3 clusters Score -6340033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -6340037.000000 Penalty: 3522.238770
	Iteration 29Q: 3 clusters Score -6340037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -6340041.500000 Penalty: 3522.238770
	Iteration 30Q: 3 clusters Score -6340042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -6340041.000000 Penalty: 3522.238770
	Iteration 31Q: 3 clusters Score -6340041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -6340045.000000 Penalty: 3522.238770
	Iteration 32Q: 3 clusters Score -6340045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -6340047.000000 Penalty: 3522.238770
	Iteration 33Q: 3 clusters Score -6340047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -6340051.500000 Penalty: 3522.238770
	Iteration 34Q: 3 clusters Score -6340052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -6340051.500000 Penalty: 3522.238770
	Iteration 35Q: 3 clusters Score -6340052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -6340048.000000 Penalty: 3522.238770
	Iteration 36Q: 3 clusters Score -6340048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -6340050.500000 Penalty: 3522.238770
	Iteration 37Q: 3 clusters Score -6340050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -6340050.500000 Penalty: 3522.238770
	Iteration 38F: 3 clusters Score -6340050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -81547.046875 Penalty: 1056.703369
	Iteration 0F: 2 clusters Score -81547.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -80331.234375 Penalty: 2113.406738
	Iteration 0F: 3 clusters Score -80331.23 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80504.250000 Penalty: 2113.406738
	Iteration 1F: 3 clusters Score -80504.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80556.382812 Penalty: 2113.406738
	Iteration 2F: 3 clusters Score -80556.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80578.484375 Penalty: 2113.406738
	Iteration 3Q: 3 clusters Score -80578.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -80598.445312 Penalty: 2113.406738
	Iteration 4Q: 3 clusters Score -80598.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -80610.125000 Penalty: 2113.406738
	Iteration 5Q: 3 clusters Score -80610.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80615.406250 Penalty: 2113.406738
	Iteration 6Q: 3 clusters Score -80615.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -80616.875000 Penalty: 2113.406738
	Iteration 7Q: 3 clusters Score -80616.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -80619.070312 Penalty: 2113.406738
	Iteration 8Q: 3 clusters Score -80619.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80619.937500 Penalty: 2113.406738
	Iteration 9Q: 3 clusters Score -80619.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80619.937500 Penalty: 2113.406738
	Iteration 10F: 3 clusters Score -80619.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Entering Unmasked Estep 
Score: -800129.062500 Penalty: 1423.879150
	Iteration 0F: 2 clusters Score -800129.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -795272.312500 Penalty: 2847.758301
	Iteration 0F: 3 clusters Score -795272.3 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -796677.812500 Penalty: 2847.758301
	Iteration 1F: 3 clusters Score -796677.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -796925.812500 Penalty: 2847.758301
	Iteration 2F: 3 clusters Score -796925.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -797071.750000 Penalty: 2847.758301
	Iteration 3F: 3 clusters Score -797071.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -797168.187500 Penalty: 2847.758301
	Iteration 4Q: 3 clusters Score -797168.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -797240.562500 Penalty: 2847.758301
	Iteration 5Q: 3 clusters Score -797240.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -797301.250000 Penalty: 2847.758301
	Iteration 6Q: 3 clusters Score -797301.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -797345.375000 Penalty: 2847.758301
	Iteration 7Q: 3 clusters Score -797345.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -797394.062500 Penalty: 2847.758301
	Iteration 8Q: 3 clusters Score -797394.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -797453.875000 Penalty: 2847.758301
	Iteration 9Q: 3 clusters Score -797453.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -797513.875000 Penalty: 2847.758301
	Iteration 10Q: 3 clusters Score -797513.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -797591.000000 Penalty: 2847.758301
	Iteration 11Q: 3 clusters Score -797591 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -797667.187500 Penalty: 2847.758301
	Iteration 12Q: 3 clusters Score -797667.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -797744.312500 Penalty: 2847.758301
	Iteration 13Q: 3 clusters Score -797744.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -797818.625000 Penalty: 2847.758301
	Iteration 14Q: 3 clusters Score -797818.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -797904.562500 Penalty: 2847.758301
	Iteration 15Q: 3 clusters Score -797904.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -797984.937500 Penalty: 2847.758301
	Iteration 16Q: 3 clusters Score -797984.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -798053.312500 Penalty: 2847.758301
	Iteration 17Q: 3 clusters Score -798053.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -798108.312500 Penalty: 2847.758301
	Iteration 18Q: 3 clusters Score -798108.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -798147.125000 Penalty: 2847.758301
	Iteration 19Q: 3 clusters Score -798147.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -798172.437500 Penalty: 2847.758301
	Iteration 20F: 3 clusters Score -798172.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -798190.937500 Penalty: 2847.758301
	Iteration 21Q: 3 clusters Score -798190.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -798208.250000 Penalty: 2847.758301
	Iteration 22Q: 3 clusters Score -798208.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -798221.500000 Penalty: 2847.758301
	Iteration 23Q: 3 clusters Score -798221.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -798230.562500 Penalty: 2847.758301
	Iteration 24Q: 3 clusters Score -798230.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -798234.250000 Penalty: 2847.758301
	Iteration 25Q: 3 clusters Score -798234.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -798237.312500 Penalty: 2847.758301
	Iteration 26Q: 3 clusters Score -798237.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -798241.812500 Penalty: 2847.758301
	Iteration 27Q: 3 clusters Score -798241.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -798245.312500 Penalty: 2847.758301
	Iteration 28Q: 3 clusters Score -798245.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -798249.687500 Penalty: 2847.758301
	Iteration 29Q: 3 clusters Score -798249.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -798252.125000 Penalty: 2847.758301
	Iteration 30Q: 3 clusters Score -798252.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -798257.437500 Penalty: 2847.758301
	Iteration 31Q: 3 clusters Score -798257.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -798260.250000 Penalty: 2847.758301
	Iteration 32Q: 3 clusters Score -798260.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -798261.187500 Penalty: 2847.758301
	Iteration 33Q: 3 clusters Score -798261.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -798265.187500 Penalty: 2847.758301
	Iteration 34Q: 3 clusters Score -798265.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -798267.125000 Penalty: 2847.758301
	Iteration 35Q: 3 clusters Score -798267.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -798268.312500 Penalty: 2847.758301
	Iteration 36Q: 3 clusters Score -798268.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -798272.625000 Penalty: 2847.758301
	Iteration 37Q: 3 clusters Score -798272.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -798277.500000 Penalty: 2847.758301
	Iteration 38Q: 3 clusters Score -798277.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -798281.187500 Penalty: 2847.758301
	Iteration 39Q: 3 clusters Score -798281.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -798285.375000 Penalty: 2847.758301
	Iteration 40F: 3 clusters Score -798285.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -798292.062500 Penalty: 2847.758301
	Iteration 41Q: 3 clusters Score -798292.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -798299.937500 Penalty: 2847.758301
	Iteration 42Q: 3 clusters Score -798299.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -798307.750000 Penalty: 2847.758301
	Iteration 43Q: 3 clusters Score -798307.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -798315.375000 Penalty: 2847.758301
	Iteration 44Q: 3 clusters Score -798315.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -798321.437500 Penalty: 2847.758301
	Iteration 45Q: 3 clusters Score -798321.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -798327.312500 Penalty: 2847.758301
	Iteration 46Q: 3 clusters Score -798327.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -798332.812500 Penalty: 2847.758301
	Iteration 47Q: 3 clusters Score -798332.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -798336.875000 Penalty: 2847.758301
	Iteration 48Q: 3 clusters Score -798336.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -798340.750000 Penalty: 2847.758301
	Iteration 49Q: 3 clusters Score -798340.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -798347.187500 Penalty: 2847.758301
	Iteration 50Q: 3 clusters Score -798347.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -798348.937500 Penalty: 2847.758301
	Iteration 51Q: 3 clusters Score -798348.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -798353.187500 Penalty: 2847.758301
	Iteration 52Q: 3 clusters Score -798353.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -798359.000000 Penalty: 2847.758301
	Iteration 53Q: 3 clusters Score -798359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -798363.187500 Penalty: 2847.758301
	Iteration 54Q: 3 clusters Score -798363.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -798367.187500 Penalty: 2847.758301
	Iteration 55Q: 3 clusters Score -798367.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -798369.812500 Penalty: 2847.758301
	Iteration 56Q: 3 clusters Score -798369.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -798376.000000 Penalty: 2847.758301
	Iteration 57Q: 3 clusters Score -798376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -798379.187500 Penalty: 2847.758301
	Iteration 58Q: 3 clusters Score -798379.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -798383.250000 Penalty: 2847.758301
	Iteration 59Q: 3 clusters Score -798383.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -798385.250000 Penalty: 2847.758301
	Iteration 60F: 3 clusters Score -798385.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -798385.812500 Penalty: 2847.758301
	Iteration 61Q: 3 clusters Score -798385.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -798385.687500 Penalty: 2847.758301
	Iteration 62Q: 3 clusters Score -798385.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -798386.375000 Penalty: 2847.758301
	Iteration 63Q: 3 clusters Score -798386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -798386.687500 Penalty: 2847.758301
	Iteration 64Q: 3 clusters Score -798386.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -798386.687500 Penalty: 2847.758301
	Iteration 65F: 3 clusters Score -798386.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5354 members 
Mstep: Class 5 contains 33641 members 
Mstep: Class 6 contains 74955 members 
Mstep: Class 9 contains 55076 members 
Mstep: Class 10 contains 72922 members 
Mstep: Class 11 contains 81564 members 
Mstep: Class 12 contains 69309 members 
Mstep: Class 13 contains 81891 members 
Mstep: Class 14 contains 41927 members 
Mstep: Class 16 contains 40875 members 
Mstep: Class 17 contains 50902 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 6389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565960.000000 Penalty: 30347.412109
Iteration 359Q: 15 clusters Score -7.556596e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5310 members 
Mstep: Class 5 contains 33693 members 
Mstep: Class 6 contains 74942 members 
Mstep: Class 9 contains 55034 members 
Mstep: Class 10 contains 72872 members 
Mstep: Class 11 contains 81618 members 
Mstep: Class 12 contains 69305 members 
Mstep: Class 13 contains 81900 members 
Mstep: Class 14 contains 41919 members 
Mstep: Class 16 contains 40881 members 
Mstep: Class 17 contains 50933 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565984.000000 Penalty: 30347.412109
Iteration 360F: 15 clusters Score -7.556598e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5276 members 
Mstep: Class 5 contains 33735 members 
Mstep: Class 6 contains 74930 members 
Mstep: Class 9 contains 54973 members 
Mstep: Class 10 contains 72842 members 
Mstep: Class 11 contains 81666 members 
Mstep: Class 12 contains 69298 members 
Mstep: Class 13 contains 81900 members 
Mstep: Class 14 contains 41913 members 
Mstep: Class 16 contains 40894 members 
Mstep: Class 17 contains 50966 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565928.000000 Penalty: 30347.412109
Iteration 361Q: 15 clusters Score -7.556593e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5236 members 
Mstep: Class 5 contains 33767 members 
Mstep: Class 6 contains 74927 members 
Mstep: Class 9 contains 54933 members 
Mstep: Class 10 contains 72802 members 
Mstep: Class 11 contains 81733 members 
Mstep: Class 12 contains 69282 members 
Mstep: Class 13 contains 81869 members 
Mstep: Class 14 contains 41904 members 
Mstep: Class 16 contains 40903 members 
Mstep: Class 17 contains 51011 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565952.000000 Penalty: 30347.412109
Iteration 362Q: 15 clusters Score -7.556595e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 5 contains 33783 members 
Mstep: Class 6 contains 74926 members 
Mstep: Class 9 contains 54902 members 
Mstep: Class 10 contains 72779 members 
Mstep: Class 11 contains 81782 members 
Mstep: Class 12 contains 69268 members 
Mstep: Class 13 contains 81840 members 
Mstep: Class 14 contains 41904 members 
Mstep: Class 16 contains 40912 members 
Mstep: Class 17 contains 51055 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565904.000000 Penalty: 30347.412109
Iteration 363Q: 15 clusters Score -7.55659e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 5 contains 33817 members 
Mstep: Class 6 contains 74923 members 
Mstep: Class 9 contains 54873 members 
Mstep: Class 10 contains 72760 members 
Mstep: Class 11 contains 81798 members 
Mstep: Class 12 contains 69270 members 
Mstep: Class 13 contains 81826 members 
Mstep: Class 14 contains 41904 members 
Mstep: Class 16 contains 40918 members 
Mstep: Class 17 contains 51088 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565944.000000 Penalty: 30347.412109
Iteration 364Q: 15 clusters Score -7.556594e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5135 members 
Mstep: Class 5 contains 33852 members 
Mstep: Class 6 contains 74928 members 
Mstep: Class 9 contains 54836 members 
Mstep: Class 10 contains 72757 members 
Mstep: Class 11 contains 81828 members 
Mstep: Class 12 contains 69264 members 
Mstep: Class 13 contains 81805 members 
Mstep: Class 14 contains 41908 members 
Mstep: Class 16 contains 40927 members 
Mstep: Class 17 contains 51108 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565912.000000 Penalty: 30347.412109
Iteration 365Q: 15 clusters Score -7.556591e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5087 members 
Mstep: Class 5 contains 33880 members 
Mstep: Class 6 contains 74924 members 
Mstep: Class 9 contains 54801 members 
Mstep: Class 10 contains 72773 members 
Mstep: Class 11 contains 81849 members 
Mstep: Class 12 contains 69267 members 
Mstep: Class 13 contains 81778 members 
Mstep: Class 14 contains 41908 members 
Mstep: Class 16 contains 40927 members 
Mstep: Class 17 contains 51141 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565952.000000 Penalty: 30347.412109
Iteration 366Q: 15 clusters Score -7.556595e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5047 members 
Mstep: Class 5 contains 33892 members 
Mstep: Class 6 contains 74922 members 
Mstep: Class 9 contains 54780 members 
Mstep: Class 10 contains 72781 members 
Mstep: Class 11 contains 81888 members 
Mstep: Class 12 contains 69268 members 
Mstep: Class 13 contains 81739 members 
Mstep: Class 14 contains 41915 members 
Mstep: Class 16 contains 40926 members 
Mstep: Class 17 contains 51165 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565936.000000 Penalty: 30347.412109
Iteration 367Q: 15 clusters Score -7.556594e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 5 contains 33924 members 
Mstep: Class 6 contains 74920 members 
Mstep: Class 9 contains 54751 members 
Mstep: Class 10 contains 72763 members 
Mstep: Class 11 contains 81942 members 
Mstep: Class 12 contains 69261 members 
Mstep: Class 13 contains 81724 members 
Mstep: Class 14 contains 41924 members 
Mstep: Class 16 contains 40921 members 
Mstep: Class 17 contains 51193 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565840.000000 Penalty: 30347.412109
Iteration 368Q: 15 clusters Score -7.556584e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 5 contains 33939 members 
Mstep: Class 6 contains 74919 members 
Mstep: Class 9 contains 54724 members 
Mstep: Class 10 contains 72744 members 
Mstep: Class 11 contains 81969 members 
Mstep: Class 12 contains 69262 members 
Mstep: Class 13 contains 81726 members 
Mstep: Class 14 contains 41925 members 
Mstep: Class 16 contains 40919 members 
Mstep: Class 17 contains 51219 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565992.000000 Penalty: 30347.412109
Iteration 369Q: 15 clusters Score -7.556599e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4920 members 
Mstep: Class 5 contains 33964 members 
Mstep: Class 6 contains 74927 members 
Mstep: Class 9 contains 54709 members 
Mstep: Class 10 contains 72706 members 
Mstep: Class 11 contains 81985 members 
Mstep: Class 12 contains 69265 members 
Mstep: Class 13 contains 81723 members 
Mstep: Class 14 contains 41926 members 
Mstep: Class 16 contains 40923 members 
Mstep: Class 17 contains 51249 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565904.000000 Penalty: 30347.412109
Iteration 370Q: 15 clusters Score -7.55659e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4879 members 
Mstep: Class 5 contains 33990 members 
Mstep: Class 6 contains 74924 members 
Mstep: Class 9 contains 54693 members 
Mstep: Class 10 contains 72705 members 
Mstep: Class 11 contains 81989 members 
Mstep: Class 12 contains 69261 members 
Mstep: Class 13 contains 81709 members 
Mstep: Class 14 contains 41932 members 
Mstep: Class 16 contains 40930 members 
Mstep: Class 17 contains 51278 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6318 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 371Q: 15 clusters Score -7.556603e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4844 members 
Mstep: Class 5 contains 34017 members 
Mstep: Class 6 contains 74928 members 
Mstep: Class 9 contains 54670 members 
Mstep: Class 10 contains 72685 members 
Mstep: Class 11 contains 82000 members 
Mstep: Class 12 contains 69272 members 
Mstep: Class 13 contains 81703 members 
Mstep: Class 14 contains 41933 members 
Mstep: Class 16 contains 40934 members 
Mstep: Class 17 contains 51301 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6315 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 372Q: 15 clusters Score -7.556608e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 5 contains 34026 members 
Mstep: Class 6 contains 74935 members 
Mstep: Class 9 contains 54654 members 
Mstep: Class 10 contains 72671 members 
Mstep: Class 11 contains 82009 members 
Mstep: Class 12 contains 69276 members 
Mstep: Class 13 contains 81700 members 
Mstep: Class 14 contains 41938 members 
Mstep: Class 16 contains 40946 members 
Mstep: Class 17 contains 51316 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6309 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 373Q: 15 clusters Score -7.556613e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4781 members 
Mstep: Class 5 contains 34046 members 
Mstep: Class 6 contains 74937 members 
Mstep: Class 9 contains 54642 members 
Mstep: Class 10 contains 72669 members 
Mstep: Class 11 contains 81992 members 
Mstep: Class 12 contains 69281 members 
Mstep: Class 13 contains 81710 members 
Mstep: Class 14 contains 41945 members 
Mstep: Class 16 contains 40939 members 
Mstep: Class 17 contains 51338 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 374Q: 15 clusters Score -7.556614e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4746 members 
Mstep: Class 5 contains 34060 members 
Mstep: Class 6 contains 74935 members 
Mstep: Class 9 contains 54648 members 
Mstep: Class 10 contains 72658 members 
Mstep: Class 11 contains 82000 members 
Mstep: Class 12 contains 69283 members 
Mstep: Class 13 contains 81711 members 
Mstep: Class 14 contains 41950 members 
Mstep: Class 16 contains 40936 members 
Mstep: Class 17 contains 51358 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566144.000000 Penalty: 30347.412109
Iteration 375Q: 15 clusters Score -7.556614e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 5 contains 34069 members 
Mstep: Class 6 contains 74936 members 
Mstep: Class 9 contains 54662 members 
Mstep: Class 10 contains 72653 members 
Mstep: Class 11 contains 81975 members 
Mstep: Class 12 contains 69281 members 
Mstep: Class 13 contains 81721 members 
Mstep: Class 14 contains 41961 members 
Mstep: Class 16 contains 40936 members 
Mstep: Class 17 contains 51374 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6293 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 376Q: 15 clusters Score -7.556622e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4675 members 
Mstep: Class 5 contains 34083 members 
Mstep: Class 6 contains 74937 members 
Mstep: Class 9 contains 54678 members 
Mstep: Class 10 contains 72650 members 
Mstep: Class 11 contains 81960 members 
Mstep: Class 12 contains 69277 members 
Mstep: Class 13 contains 81715 members 
Mstep: Class 14 contains 41967 members 
Mstep: Class 16 contains 40934 members 
Mstep: Class 17 contains 51400 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6285 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 377Q: 15 clusters Score -7.55663e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4631 members 
Mstep: Class 5 contains 34087 members 
Mstep: Class 6 contains 74939 members 
Mstep: Class 9 contains 54703 members 
Mstep: Class 10 contains 72629 members 
Mstep: Class 11 contains 81970 members 
Mstep: Class 12 contains 69275 members 
Mstep: Class 13 contains 81703 members 
Mstep: Class 14 contains 41975 members 
Mstep: Class 16 contains 40934 members 
Mstep: Class 17 contains 51421 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566352.000000 Penalty: 30347.412109
Iteration 378Q: 15 clusters Score -7.556635e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4623 members 
Mstep: Class 5 contains 34083 members 
Mstep: Class 6 contains 74941 members 
Mstep: Class 9 contains 54740 members 
Mstep: Class 10 contains 72586 members 
Mstep: Class 11 contains 81979 members 
Mstep: Class 12 contains 69273 members 
Mstep: Class 13 contains 81676 members 
Mstep: Class 14 contains 41992 members 
Mstep: Class 16 contains 40925 members 
Mstep: Class 17 contains 51448 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566304.000000 Penalty: 30347.412109
Iteration 379Q: 15 clusters Score -7.55663e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 4610 members 
Mstep: Class 5 contains 34088 members 
Mstep: Class 6 contains 74945 members 
Mstep: Class 9 contains 54773 members 
Mstep: Class 10 contains 72557 members 
Mstep: Class 11 contains 81977 members 
Mstep: Class 12 contains 69269 members 
Mstep: Class 13 contains 81643 members 
Mstep: Class 14 contains 42009 members 
Mstep: Class 16 contains 40920 members 
Mstep: Class 17 contains 51467 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566352.000000 Penalty: 30347.412109
Iteration 380F: 15 clusters Score -7.556635e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4587 members 
Mstep: Class 5 contains 34112 members 
Mstep: Class 6 contains 74940 members 
Mstep: Class 9 contains 54805 members 
Mstep: Class 10 contains 72508 members 
Mstep: Class 11 contains 81976 members 
Mstep: Class 12 contains 69275 members 
Mstep: Class 13 contains 81621 members 
Mstep: Class 14 contains 42019 members 
Mstep: Class 16 contains 40913 members 
Mstep: Class 17 contains 51494 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566304.000000 Penalty: 30347.412109
Iteration 381Q: 15 clusters Score -7.55663e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4560 members 
Mstep: Class 5 contains 34152 members 
Mstep: Class 6 contains 74933 members 
Mstep: Class 9 contains 54854 members 
Mstep: Class 10 contains 72462 members 
Mstep: Class 11 contains 81955 members 
Mstep: Class 12 contains 69275 members 
Mstep: Class 13 contains 81611 members 
Mstep: Class 14 contains 42028 members 
Mstep: Class 16 contains 40900 members 
Mstep: Class 17 contains 51515 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566336.000000 Penalty: 30347.412109
Iteration 382Q: 15 clusters Score -7.556634e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4541 members 
Mstep: Class 5 contains 34178 members 
Mstep: Class 6 contains 74919 members 
Mstep: Class 9 contains 54917 members 
Mstep: Class 10 contains 72420 members 
Mstep: Class 11 contains 81938 members 
Mstep: Class 12 contains 69266 members 
Mstep: Class 13 contains 81605 members 
Mstep: Class 14 contains 42036 members 
Mstep: Class 16 contains 40897 members 
Mstep: Class 17 contains 51521 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566360.000000 Penalty: 30347.412109
Iteration 383Q: 15 clusters Score -7.556636e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4519 members 
Mstep: Class 5 contains 34221 members 
Mstep: Class 6 contains 74907 members 
Mstep: Class 9 contains 54987 members 
Mstep: Class 10 contains 72389 members 
Mstep: Class 11 contains 81927 members 
Mstep: Class 12 contains 69243 members 
Mstep: Class 13 contains 81590 members 
Mstep: Class 14 contains 42040 members 
Mstep: Class 16 contains 40887 members 
Mstep: Class 17 contains 51528 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566360.000000 Penalty: 30347.412109
Iteration 384Q: 15 clusters Score -7.556636e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4504 members 
Mstep: Class 5 contains 34258 members 
Mstep: Class 6 contains 74909 members 
Mstep: Class 9 contains 55025 members 
Mstep: Class 10 contains 72340 members 
Mstep: Class 11 contains 81966 members 
Mstep: Class 12 contains 69223 members 
Mstep: Class 13 contains 81558 members 
Mstep: Class 14 contains 42043 members 
Mstep: Class 16 contains 40880 members 
Mstep: Class 17 contains 51538 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566320.000000 Penalty: 30347.412109
Iteration 385Q: 15 clusters Score -7.556632e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4487 members 
Mstep: Class 5 contains 34301 members 
Mstep: Class 6 contains 74904 members 
Mstep: Class 9 contains 55038 members 
Mstep: Class 10 contains 72262 members 
Mstep: Class 11 contains 81988 members 
Mstep: Class 12 contains 69220 members 
Mstep: Class 13 contains 81546 members 
Mstep: Class 14 contains 42053 members 
Mstep: Class 16 contains 40875 members 
Mstep: Class 17 contains 51565 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566368.000000 Penalty: 30347.412109
Iteration 386Q: 15 clusters Score -7.556637e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4474 members 
Mstep: Class 5 contains 34335 members 
Mstep: Class 6 contains 74902 members 
Mstep: Class 9 contains 55049 members 
Mstep: Class 10 contains 72202 members 
Mstep: Class 11 contains 82011 members 
Mstep: Class 12 contains 69206 members 
Mstep: Class 13 contains 81531 members 
Mstep: Class 14 contains 42045 members 
Mstep: Class 16 contains 40887 members 
Mstep: Class 17 contains 51600 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566400.000000 Penalty: 30347.412109
Iteration 387Q: 15 clusters Score -7.55664e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4464 members 
Mstep: Class 5 contains 34365 members 
Mstep: Class 6 contains 74893 members 
Mstep: Class 9 contains 55067 members 
Mstep: Class 10 contains 72169 members 
Mstep: Class 11 contains 82028 members 
Mstep: Class 12 contains 69194 members 
Mstep: Class 13 contains 81514 members 
Mstep: Class 14 contains 42044 members 
Mstep: Class 16 contains 40885 members 
Mstep: Class 17 contains 51626 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566408.000000 Penalty: 30347.412109
Iteration 388Q: 15 clusters Score -7.556641e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4438 members 
Mstep: Class 5 contains 34390 members 
Mstep: Class 6 contains 74891 members 
Mstep: Class 9 contains 55108 members 
Mstep: Class 10 contains 72119 members 
Mstep: Class 11 contains 82039 members 
Mstep: Class 12 contains 69194 members 
Mstep: Class 13 contains 81496 members 
Mstep: Class 14 contains 42048 members 
Mstep: Class 16 contains 40889 members 
Mstep: Class 17 contains 51653 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 6202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566328.000000 Penalty: 30347.412109
Iteration 389Q: 15 clusters Score -7.556633e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4423 members 
Mstep: Class 5 contains 34412 members 
Mstep: Class 6 contains 74889 members 
Mstep: Class 9 contains 55143 members 
Mstep: Class 10 contains 72082 members 
Mstep: Class 11 contains 82023 members 
Mstep: Class 12 contains 69194 members 
Mstep: Class 13 contains 81477 members 
Mstep: Class 14 contains 42058 members 
Mstep: Class 16 contains 40888 members 
Mstep: Class 17 contains 51680 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566432.000000 Penalty: 30347.412109
Iteration 390Q: 15 clusters Score -7.556643e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4407 members 
Mstep: Class 5 contains 34431 members 
Mstep: Class 6 contains 74882 members 
Mstep: Class 9 contains 55187 members 
Mstep: Class 10 contains 72056 members 
Mstep: Class 11 contains 82027 members 
Mstep: Class 12 contains 69178 members 
Mstep: Class 13 contains 81454 members 
Mstep: Class 14 contains 42058 members 
Mstep: Class 16 contains 40879 members 
Mstep: Class 17 contains 51706 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566544.000000 Penalty: 30347.412109
Iteration 391Q: 15 clusters Score -7.556654e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4394 members 
Mstep: Class 5 contains 34444 members 
Mstep: Class 6 contains 74880 members 
Mstep: Class 9 contains 55221 members 
Mstep: Class 10 contains 72005 members 
Mstep: Class 11 contains 82058 members 
Mstep: Class 12 contains 69163 members 
Mstep: Class 13 contains 81428 members 
Mstep: Class 14 contains 42063 members 
Mstep: Class 16 contains 40885 members 
Mstep: Class 17 contains 51724 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566528.000000 Penalty: 30347.412109
Iteration 392Q: 15 clusters Score -7.556653e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4385 members 
Mstep: Class 5 contains 34462 members 
Mstep: Class 6 contains 74886 members 
Mstep: Class 9 contains 55255 members 
Mstep: Class 10 contains 71955 members 
Mstep: Class 11 contains 82057 members 
Mstep: Class 12 contains 69154 members 
Mstep: Class 13 contains 81424 members 
Mstep: Class 14 contains 42069 members 
Mstep: Class 16 contains 40888 members 
Mstep: Class 17 contains 51730 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566520.000000 Penalty: 30347.412109
Iteration 393Q: 15 clusters Score -7.556652e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 5 contains 34479 members 
Mstep: Class 6 contains 74890 members 
Mstep: Class 9 contains 55277 members 
Mstep: Class 10 contains 71889 members 
Mstep: Class 11 contains 82111 members 
Mstep: Class 12 contains 69147 members 
Mstep: Class 13 contains 81394 members 
Mstep: Class 14 contains 42079 members 
Mstep: Class 16 contains 40893 members 
Mstep: Class 17 contains 51748 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566536.000000 Penalty: 30347.412109
Iteration 394Q: 15 clusters Score -7.556654e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4345 members 
Mstep: Class 5 contains 34487 members 
Mstep: Class 6 contains 74873 members 
Mstep: Class 9 contains 55310 members 
Mstep: Class 10 contains 71839 members 
Mstep: Class 11 contains 82162 members 
Mstep: Class 12 contains 69136 members 
Mstep: Class 13 contains 81362 members 
Mstep: Class 14 contains 42093 members 
Mstep: Class 16 contains 40898 members 
Mstep: Class 17 contains 51774 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566512.000000 Penalty: 30347.412109
Iteration 395Q: 15 clusters Score -7.556651e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4343 members 
Mstep: Class 5 contains 34479 members 
Mstep: Class 6 contains 74882 members 
Mstep: Class 9 contains 55356 members 
Mstep: Class 10 contains 71759 members 
Mstep: Class 11 contains 82197 members 
Mstep: Class 12 contains 69125 members 
Mstep: Class 13 contains 81341 members 
Mstep: Class 14 contains 42112 members 
Mstep: Class 16 contains 40912 members 
Mstep: Class 17 contains 51785 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566488.000000 Penalty: 30347.412109
Iteration 396Q: 15 clusters Score -7.556649e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4342 members 
Mstep: Class 5 contains 34477 members 
Mstep: Class 6 contains 74901 members 
Mstep: Class 9 contains 55389 members 
Mstep: Class 10 contains 71710 members 
Mstep: Class 11 contains 82198 members 
Mstep: Class 12 contains 69118 members 
Mstep: Class 13 contains 81312 members 
Mstep: Class 14 contains 42125 members 
Mstep: Class 16 contains 40923 members 
Mstep: Class 17 contains 51803 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6134 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 397Q: 15 clusters Score -7.556626e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4347 members 
Mstep: Class 5 contains 34480 members 
Mstep: Class 6 contains 74926 members 
Mstep: Class 9 contains 55407 members 
Mstep: Class 10 contains 71648 members 
Mstep: Class 11 contains 82175 members 
Mstep: Class 12 contains 69114 members 
Mstep: Class 13 contains 81311 members 
Mstep: Class 14 contains 42139 members 
Mstep: Class 16 contains 40940 members 
Mstep: Class 17 contains 51820 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6119 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 398Q: 15 clusters Score -7.55663e+07 nChanged 665
Entering ConstructFrom: 
Score: -75566296.000000 Penalty: 30347.412109
Entering ConstructFrom: 
Trying to split cluster 1 (6175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Entering Unmasked Estep 
Score: -720715.312500 Penalty: 1418.342896
	Iteration 0F: 2 clusters Score -720715.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -716182.375000 Penalty: 2836.685791
	Iteration 0F: 3 clusters Score -716182.4 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -718453.500000 Penalty: 2836.685791
	Iteration 1F: 3 clusters Score -718453.5 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -719556.562500 Penalty: 2836.685791
	Iteration 2F: 3 clusters Score -719556.6 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -720361.625000 Penalty: 2836.685791
	Iteration 3F: 3 clusters Score -720361.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -720725.812500 Penalty: 2836.685791
	Iteration 4F: 3 clusters Score -720725.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -720890.875000 Penalty: 2836.685791
	Iteration 5Q: 3 clusters Score -720890.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -720977.187500 Penalty: 2836.685791
	Iteration 6Q: 3 clusters Score -720977.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -721034.750000 Penalty: 2836.685791
	Iteration 7Q: 3 clusters Score -721034.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -721077.562500 Penalty: 2836.685791
	Iteration 8Q: 3 clusters Score -721077.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -721106.500000 Penalty: 2836.685791
	Iteration 9Q: 3 clusters Score -721106.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -721131.437500 Penalty: 2836.685791
	Iteration 10Q: 3 clusters Score -721131.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -721144.562500 Penalty: 2836.685791
	Iteration 11Q: 3 clusters Score -721144.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -721161.125000 Penalty: 2836.685791
	Iteration 12Q: 3 clusters Score -721161.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -721176.812500 Penalty: 2836.685791
	Iteration 13Q: 3 clusters Score -721176.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -721184.687500 Penalty: 2836.685791
	Iteration 14Q: 3 clusters Score -721184.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -721191.687500 Penalty: 2836.685791
	Iteration 15Q: 3 clusters Score -721191.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -721195.000000 Penalty: 2836.685791
	Iteration 16Q: 3 clusters Score -721195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -721199.250000 Penalty: 2836.685791
	Iteration 17Q: 3 clusters Score -721199.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -721200.500000 Penalty: 2836.685791
	Iteration 18Q: 3 clusters Score -721200.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -721202.625000 Penalty: 2836.685791
	Iteration 19Q: 3 clusters Score -721202.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -721203.375000 Penalty: 2836.685791
	Iteration 20F: 3 clusters Score -721203.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -721205.625000 Penalty: 2836.685791
	Iteration 21Q: 3 clusters Score -721205.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -721208.750000 Penalty: 2836.685791
	Iteration 22Q: 3 clusters Score -721208.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -721212.937500 Penalty: 2836.685791
	Iteration 23Q: 3 clusters Score -721212.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -721215.375000 Penalty: 2836.685791
	Iteration 24Q: 3 clusters Score -721215.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -721217.812500 Penalty: 2836.685791
	Iteration 25Q: 3 clusters Score -721217.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -721218.312500 Penalty: 2836.685791
	Iteration 26Q: 3 clusters Score -721218.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -721222.812500 Penalty: 2836.685791
	Iteration 27Q: 3 clusters Score -721222.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -721222.812500 Penalty: 2836.685791
	Iteration 28Q: 3 clusters Score -721222.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -721224.625000 Penalty: 2836.685791
	Iteration 29Q: 3 clusters Score -721224.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -721224.375000 Penalty: 2836.685791
	Iteration 30Q: 3 clusters Score -721224.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -721224.375000 Penalty: 2836.685791
	Iteration 31F: 3 clusters Score -721224.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4351 members 
Mstep: Class 3 contains 5671 members 
Mstep: Class 5 contains 34474 members 
Mstep: Class 6 contains 74935 members 
Mstep: Class 9 contains 55429 members 
Mstep: Class 10 contains 71559 members 
Mstep: Class 11 contains 82186 members 
Mstep: Class 12 contains 69115 members 
Mstep: Class 13 contains 81317 members 
Mstep: Class 14 contains 42145 members 
Mstep: Class 16 contains 40949 members 
Mstep: Class 17 contains 51849 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6107 members 
Entering Unmasked Estep 
Score: -75566000.000000 Penalty: 32515.083984
Splitting cluster 1 changes total score from -75566296.000000 to -75566000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Entering Unmasked Estep 
Score: -542933.875000 Penalty: 1361.451172
	Iteration 0F: 2 clusters Score -542933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -539295.375000 Penalty: 2722.902344
	Iteration 0F: 3 clusters Score -539295.4 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -540287.187500 Penalty: 2722.902344
	Iteration 1F: 3 clusters Score -540287.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -540443.875000 Penalty: 2722.902344
	Iteration 2F: 3 clusters Score -540443.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -540543.812500 Penalty: 2722.902344
	Iteration 3Q: 3 clusters Score -540543.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -540612.062500 Penalty: 2722.902344
	Iteration 4Q: 3 clusters Score -540612.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -540665.375000 Penalty: 2722.902344
	Iteration 5Q: 3 clusters Score -540665.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -540698.187500 Penalty: 2722.902344
	Iteration 6Q: 3 clusters Score -540698.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -540726.187500 Penalty: 2722.902344
	Iteration 7Q: 3 clusters Score -540726.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -540757.375000 Penalty: 2722.902344
	Iteration 8Q: 3 clusters Score -540757.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -540782.125000 Penalty: 2722.902344
	Iteration 9Q: 3 clusters Score -540782.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -540814.875000 Penalty: 2722.902344
	Iteration 10Q: 3 clusters Score -540814.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -540856.250000 Penalty: 2722.902344
	Iteration 11Q: 3 clusters Score -540856.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -540903.375000 Penalty: 2722.902344
	Iteration 12Q: 3 clusters Score -540903.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -540956.687500 Penalty: 2722.902344
	Iteration 13Q: 3 clusters Score -540956.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -541015.312500 Penalty: 2722.902344
	Iteration 14Q: 3 clusters Score -541015.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -541080.875000 Penalty: 2722.902344
	Iteration 15Q: 3 clusters Score -541080.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -541149.062500 Penalty: 2722.902344
	Iteration 16Q: 3 clusters Score -541149.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -541215.312500 Penalty: 2722.902344
	Iteration 17Q: 3 clusters Score -541215.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -541275.250000 Penalty: 2722.902344
	Iteration 18Q: 3 clusters Score -541275.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -541343.562500 Penalty: 2722.902344
	Iteration 19Q: 3 clusters Score -541343.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -541398.125000 Penalty: 2722.902344
	Iteration 20F: 3 clusters Score -541398.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -541439.375000 Penalty: 2722.902344
	Iteration 21Q: 3 clusters Score -541439.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -541477.625000 Penalty: 2722.902344
	Iteration 22Q: 3 clusters Score -541477.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -541505.187500 Penalty: 2722.902344
	Iteration 23Q: 3 clusters Score -541505.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -541532.062500 Penalty: 2722.902344
	Iteration 24Q: 3 clusters Score -541532.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -541567.062500 Penalty: 2722.902344
	Iteration 25Q: 3 clusters Score -541567.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -541606.375000 Penalty: 2722.902344
	Iteration 26Q: 3 clusters Score -541606.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -541636.062500 Penalty: 2722.902344
	Iteration 27Q: 3 clusters Score -541636.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -541658.625000 Penalty: 2722.902344
	Iteration 28Q: 3 clusters Score -541658.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -541683.812500 Penalty: 2722.902344
	Iteration 29Q: 3 clusters Score -541683.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -541703.812500 Penalty: 2722.902344
	Iteration 30Q: 3 clusters Score -541703.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -541717.437500 Penalty: 2722.902344
	Iteration 31Q: 3 clusters Score -541717.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -541728.125000 Penalty: 2722.902344
	Iteration 32Q: 3 clusters Score -541728.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -541732.500000 Penalty: 2722.902344
	Iteration 33Q: 3 clusters Score -541732.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -541735.187500 Penalty: 2722.902344
	Iteration 34Q: 3 clusters Score -541735.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -541739.250000 Penalty: 2722.902344
	Iteration 35Q: 3 clusters Score -541739.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -541742.687500 Penalty: 2722.902344
	Iteration 36Q: 3 clusters Score -541742.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -541745.312500 Penalty: 2722.902344
	Iteration 37Q: 3 clusters Score -541745.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -541748.000000 Penalty: 2722.902344
	Iteration 38Q: 3 clusters Score -541748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -541747.937500 Penalty: 2722.902344
	Iteration 39Q: 3 clusters Score -541747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -541749.000000 Penalty: 2722.902344
	Iteration 40F: 3 clusters Score -541749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -541749.687500 Penalty: 2722.902344
	Iteration 41Q: 3 clusters Score -541749.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -541751.750000 Penalty: 2722.902344
	Iteration 42Q: 3 clusters Score -541751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -541753.437500 Penalty: 2722.902344
	Iteration 43Q: 3 clusters Score -541753.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -541754.250000 Penalty: 2722.902344
	Iteration 44Q: 3 clusters Score -541754.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -541755.812500 Penalty: 2722.902344
	Iteration 45Q: 3 clusters Score -541755.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -541755.812500 Penalty: 2722.902344
	Iteration 46F: 3 clusters Score -541755.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Entering Unmasked Estep 
Score: -4167789.500000 Penalty: 1697.793579
	Iteration 0F: 2 clusters Score -4167790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -4144688.750000 Penalty: 3395.587158
	Iteration 0F: 3 clusters Score -4144689 nChanged 16027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -4153457.500000 Penalty: 3395.587158
	Iteration 1F: 3 clusters Score -4153458 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -4153725.500000 Penalty: 3395.587158
	Iteration 2Q: 3 clusters Score -4153726 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -4153995.250000 Penalty: 3395.587158
	Iteration 3Q: 3 clusters Score -4153995 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -4154274.500000 Penalty: 3395.587158
	Iteration 4Q: 3 clusters Score -4154274 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -4154684.250000 Penalty: 3395.587158
	Iteration 5Q: 3 clusters Score -4154684 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -4155275.500000 Penalty: 3395.587158
	Iteration 6Q: 3 clusters Score -4155276 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -4156213.250000 Penalty: 3395.587158
	Iteration 7Q: 3 clusters Score -4156213 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -4157600.750000 Penalty: 3395.587158
	Iteration 8F: 3 clusters Score -4157601 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -4159404.750000 Penalty: 3395.587158
	Iteration 9F: 3 clusters Score -4159405 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -4161265.000000 Penalty: 3395.587158
	Iteration 10F: 3 clusters Score -4161265 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -4162945.250000 Penalty: 3395.587158
	Iteration 11F: 3 clusters Score -4162945 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4164204.000000 Penalty: 3395.587158
	Iteration 12Q: 3 clusters Score -4164204 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4165036.250000 Penalty: 3395.587158
	Iteration 13Q: 3 clusters Score -4165036 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4165588.000000 Penalty: 3395.587158
	Iteration 14Q: 3 clusters Score -4165588 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4165883.250000 Penalty: 3395.587158
	Iteration 15Q: 3 clusters Score -4165883 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4166023.750000 Penalty: 3395.587158
	Iteration 16Q: 3 clusters Score -4166024 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4166093.750000 Penalty: 3395.587158
	Iteration 17Q: 3 clusters Score -4166094 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4166147.250000 Penalty: 3395.587158
	Iteration 18Q: 3 clusters Score -4166147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4166174.250000 Penalty: 3395.587158
	Iteration 19Q: 3 clusters Score -4166174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4166191.000000 Penalty: 3395.587158
	Iteration 20F: 3 clusters Score -4166191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4166223.000000 Penalty: 3395.587158
	Iteration 21Q: 3 clusters Score -4166223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4166238.000000 Penalty: 3395.587158
	Iteration 22Q: 3 clusters Score -4166238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4166252.000000 Penalty: 3395.587158
	Iteration 23Q: 3 clusters Score -4166252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4166255.000000 Penalty: 3395.587158
	Iteration 24Q: 3 clusters Score -4166255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4166269.750000 Penalty: 3395.587158
	Iteration 25Q: 3 clusters Score -4166270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4166274.500000 Penalty: 3395.587158
	Iteration 26Q: 3 clusters Score -4166274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4166277.250000 Penalty: 3395.587158
	Iteration 27Q: 3 clusters Score -4166277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4166278.500000 Penalty: 3395.587158
	Iteration 28Q: 3 clusters Score -4166278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4166278.500000 Penalty: 3395.587158
	Iteration 29F: 3 clusters Score -4166278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (74935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74935 members 
Entering Unmasked Estep 
Score: -9321595.000000 Penalty: 1823.961182
	Iteration 0F: 2 clusters Score -9321595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -9273204.000000 Penalty: 3647.922363
	Iteration 0F: 3 clusters Score -9273204 nChanged 35483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -9293211.000000 Penalty: 3647.922363
	Iteration 1F: 3 clusters Score -9293211 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -9293724.000000 Penalty: 3647.922363
	Iteration 2Q: 3 clusters Score -9293724 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -9294381.000000 Penalty: 3647.922363
	Iteration 3Q: 3 clusters Score -9294381 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -9295207.000000 Penalty: 3647.922363
	Iteration 4Q: 3 clusters Score -9295207 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -9296500.000000 Penalty: 3647.922363
	Iteration 5Q: 3 clusters Score -9296500 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -9298796.000000 Penalty: 3647.922363
	Iteration 6F: 3 clusters Score -9298796 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -9302453.000000 Penalty: 3647.922363
	Iteration 7F: 3 clusters Score -9302453 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
Score: -9307135.000000 Penalty: 3647.922363
	Iteration 8F: 3 clusters Score -9307135 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 63394 members 
Entering Unmasked Estep 
Score: -9312023.000000 Penalty: 3647.922363
	Iteration 9F: 3 clusters Score -9312023 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 66816 members 
Entering Unmasked Estep 
Score: -9315559.000000 Penalty: 3647.922363
	Iteration 10F: 3 clusters Score -9315559 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 68748 members 
Entering Unmasked Estep 
Score: -9317538.000000 Penalty: 3647.922363
	Iteration 11Q: 3 clusters Score -9317538 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -9318449.000000 Penalty: 3647.922363
	Iteration 12Q: 3 clusters Score -9318449 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 70665 members 
Entering Unmasked Estep 
Score: -9318933.000000 Penalty: 3647.922363
	Iteration 13Q: 3 clusters Score -9318933 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 71282 members 
Entering Unmasked Estep 
Score: -9319296.000000 Penalty: 3647.922363
	Iteration 14Q: 3 clusters Score -9319296 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 71777 members 
Entering Unmasked Estep 
Score: -9319536.000000 Penalty: 3647.922363
	Iteration 15Q: 3 clusters Score -9319536 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -9319698.000000 Penalty: 3647.922363
	Iteration 16Q: 3 clusters Score -9319698 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -9319886.000000 Penalty: 3647.922363
	Iteration 17Q: 3 clusters Score -9319886 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -9320006.000000 Penalty: 3647.922363
	Iteration 18Q: 3 clusters Score -9320006 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 73122 members 
Entering Unmasked Estep 
Score: -9320103.000000 Penalty: 3647.922363
	Iteration 19Q: 3 clusters Score -9320103 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 73350 members 
Entering Unmasked Estep 
Score: -9320179.000000 Penalty: 3647.922363
	Iteration 20F: 3 clusters Score -9320179 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -9320253.000000 Penalty: 3647.922363
	Iteration 21Q: 3 clusters Score -9320253 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 73704 members 
Entering Unmasked Estep 
Score: -9320309.000000 Penalty: 3647.922363
	Iteration 22Q: 3 clusters Score -9320309 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 73837 members 
Entering Unmasked Estep 
Score: -9320361.000000 Penalty: 3647.922363
	Iteration 23Q: 3 clusters Score -9320361 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 73939 members 
Entering Unmasked Estep 
Score: -9320386.000000 Penalty: 3647.922363
	Iteration 24Q: 3 clusters Score -9320386 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 74023 members 
Entering Unmasked Estep 
Score: -9320403.000000 Penalty: 3647.922363
	Iteration 25Q: 3 clusters Score -9320403 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -9320423.000000 Penalty: 3647.922363
	Iteration 26Q: 3 clusters Score -9320423 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
Score: -9320458.000000 Penalty: 3647.922363
	Iteration 27Q: 3 clusters Score -9320458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -9320472.000000 Penalty: 3647.922363
	Iteration 28Q: 3 clusters Score -9320472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 74192 members 
Entering Unmasked Estep 
Score: -9320485.000000 Penalty: 3647.922363
	Iteration 29Q: 3 clusters Score -9320485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 74214 members 
Entering Unmasked Estep 
Score: -9320499.000000 Penalty: 3647.922363
	Iteration 30Q: 3 clusters Score -9320499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 74237 members 
Entering Unmasked Estep 
Score: -9320516.000000 Penalty: 3647.922363
	Iteration 31Q: 3 clusters Score -9320516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 74258 members 
Entering Unmasked Estep 
Score: -9320523.000000 Penalty: 3647.922363
	Iteration 32Q: 3 clusters Score -9320523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 74281 members 
Entering Unmasked Estep 
Score: -9320536.000000 Penalty: 3647.922363
	Iteration 33Q: 3 clusters Score -9320536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 74301 members 
Entering Unmasked Estep 
Score: -9320540.000000 Penalty: 3647.922363
	Iteration 34Q: 3 clusters Score -9320540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 74308 members 
Entering Unmasked Estep 
Score: -9320537.000000 Penalty: 3647.922363
	Iteration 35Q: 3 clusters Score -9320537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 74314 members 
Entering Unmasked Estep 
Score: -9320540.000000 Penalty: 3647.922363
	Iteration 36Q: 3 clusters Score -9320540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 74314 members 
Entering Unmasked Estep 
Score: -9320537.000000 Penalty: 3647.922363
	Iteration 37Q: 3 clusters Score -9320537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 74315 members 
Entering Unmasked Estep 
Score: -9320535.000000 Penalty: 3647.922363
	Iteration 38Q: 3 clusters Score -9320535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 74316 members 
Entering Unmasked Estep 
Score: -9320536.000000 Penalty: 3647.922363
	Iteration 39Q: 3 clusters Score -9320536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 74317 members 
Entering Unmasked Estep 
Score: -9320537.000000 Penalty: 3647.922363
	Iteration 40F: 3 clusters Score -9320537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 74319 members 
Entering Unmasked Estep 
Score: -9320534.000000 Penalty: 3647.922363
	Iteration 41Q: 3 clusters Score -9320534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -9320537.000000 Penalty: 3647.922363
	Iteration 42Q: 3 clusters Score -9320537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -9320537.000000 Penalty: 3647.922363
	Iteration 43F: 3 clusters Score -9320537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Entering Unmasked Estep 
Score: -6889337.000000 Penalty: 1774.964478
	Iteration 0F: 2 clusters Score -6889337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -6852623.500000 Penalty: 3549.928955
	Iteration 0F: 3 clusters Score -6852624 nChanged 26146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -6867788.000000 Penalty: 3549.928955
	Iteration 1F: 3 clusters Score -6867788 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -6868746.000000 Penalty: 3549.928955
	Iteration 2Q: 3 clusters Score -6868746 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -6870360.500000 Penalty: 3549.928955
	Iteration 3F: 3 clusters Score -6870360 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -6873113.500000 Penalty: 3549.928955
	Iteration 4F: 3 clusters Score -6873114 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -6877439.500000 Penalty: 3549.928955
	Iteration 5F: 3 clusters Score -6877440 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -6882346.000000 Penalty: 3549.928955
	Iteration 6F: 3 clusters Score -6882346 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6885779.000000 Penalty: 3549.928955
	Iteration 7F: 3 clusters Score -6885779 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6887153.500000 Penalty: 3549.928955
	Iteration 8Q: 3 clusters Score -6887154 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6887533.500000 Penalty: 3549.928955
	Iteration 9Q: 3 clusters Score -6887534 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6887656.500000 Penalty: 3549.928955
	Iteration 10Q: 3 clusters Score -6887656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6887710.000000 Penalty: 3549.928955
	Iteration 11Q: 3 clusters Score -6887710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6887732.500000 Penalty: 3549.928955
	Iteration 12Q: 3 clusters Score -6887732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6887735.000000 Penalty: 3549.928955
	Iteration 13Q: 3 clusters Score -6887735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6887736.000000 Penalty: 3549.928955
	Iteration 14Q: 3 clusters Score -6887736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6887739.000000 Penalty: 3549.928955
	Iteration 15Q: 3 clusters Score -6887739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6887739.000000 Penalty: 3549.928955
	Iteration 16F: 3 clusters Score -6887739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (71559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71559 members 
Entering Unmasked Estep 
Score: -8873714.000000 Penalty: 1816.470215
	Iteration 0F: 2 clusters Score -8873714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -8826423.000000 Penalty: 3632.940430
	Iteration 0F: 3 clusters Score -8826423 nChanged 33978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -8846027.000000 Penalty: 3632.940430
	Iteration 1F: 3 clusters Score -8846027 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -8847177.000000 Penalty: 3632.940430
	Iteration 2Q: 3 clusters Score -8847177 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -8849056.000000 Penalty: 3632.940430
	Iteration 3F: 3 clusters Score -8849056 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -8852077.000000 Penalty: 3632.940430
	Iteration 4F: 3 clusters Score -8852077 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -8856393.000000 Penalty: 3632.940430
	Iteration 5F: 3 clusters Score -8856393 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -8861481.000000 Penalty: 3632.940430
	Iteration 6F: 3 clusters Score -8861481 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -8865503.000000 Penalty: 3632.940430
	Iteration 7F: 3 clusters Score -8865503 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -8867643.000000 Penalty: 3632.940430
	Iteration 8Q: 3 clusters Score -8867643 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -8868759.000000 Penalty: 3632.940430
	Iteration 9Q: 3 clusters Score -8868759 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -8869390.000000 Penalty: 3632.940430
	Iteration 10Q: 3 clusters Score -8869390 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -8869888.000000 Penalty: 3632.940430
	Iteration 11Q: 3 clusters Score -8869888 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60311 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -8870268.000000 Penalty: 3632.940430
	Iteration 12Q: 3 clusters Score -8870268 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -8870645.000000 Penalty: 3632.940430
	Iteration 13Q: 3 clusters Score -8870645 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -8870946.000000 Penalty: 3632.940430
	Iteration 14Q: 3 clusters Score -8870946 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62394 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -8871181.000000 Penalty: 3632.940430
	Iteration 15Q: 3 clusters Score -8871181 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -8871414.000000 Penalty: 3632.940430
	Iteration 16Q: 3 clusters Score -8871414 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -8871586.000000 Penalty: 3632.940430
	Iteration 17Q: 3 clusters Score -8871586 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -8871775.000000 Penalty: 3632.940430
	Iteration 18Q: 3 clusters Score -8871775 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -8871908.000000 Penalty: 3632.940430
	Iteration 19Q: 3 clusters Score -8871908 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64680 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -8872020.000000 Penalty: 3632.940430
	Iteration 20F: 3 clusters Score -8872020 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -8872100.000000 Penalty: 3632.940430
	Iteration 21Q: 3 clusters Score -8872100 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65313 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -8872159.000000 Penalty: 3632.940430
	Iteration 22Q: 3 clusters Score -8872159 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -8872264.000000 Penalty: 3632.940430
	Iteration 23Q: 3 clusters Score -8872264 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65866 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -8872298.000000 Penalty: 3632.940430
	Iteration 24Q: 3 clusters Score -8872298 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -8872382.000000 Penalty: 3632.940430
	Iteration 25Q: 3 clusters Score -8872382 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66370 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -8872468.000000 Penalty: 3632.940430
	Iteration 26Q: 3 clusters Score -8872468 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -8872539.000000 Penalty: 3632.940430
	Iteration 27Q: 3 clusters Score -8872539 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -8872638.000000 Penalty: 3632.940430
	Iteration 28Q: 3 clusters Score -8872638 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -8872676.000000 Penalty: 3632.940430
	Iteration 29Q: 3 clusters Score -8872676 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -8872731.000000 Penalty: 3632.940430
	Iteration 30Q: 3 clusters Score -8872731 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67405 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -8872795.000000 Penalty: 3632.940430
	Iteration 31Q: 3 clusters Score -8872795 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67536 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -8872820.000000 Penalty: 3632.940430
	Iteration 32Q: 3 clusters Score -8872820 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67658 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -8872852.000000 Penalty: 3632.940430
	Iteration 33Q: 3 clusters Score -8872852 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -8872889.000000 Penalty: 3632.940430
	Iteration 34Q: 3 clusters Score -8872889 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67870 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -8872910.000000 Penalty: 3632.940430
	Iteration 35Q: 3 clusters Score -8872910 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67975 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -8872962.000000 Penalty: 3632.940430
	Iteration 36Q: 3 clusters Score -8872962 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -8872984.000000 Penalty: 3632.940430
	Iteration 37Q: 3 clusters Score -8872984 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -8872993.000000 Penalty: 3632.940430
	Iteration 38Q: 3 clusters Score -8872993 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68223 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -8873015.000000 Penalty: 3632.940430
	Iteration 39Q: 3 clusters Score -8873015 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68284 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -8873039.000000 Penalty: 3632.940430
	Iteration 40F: 3 clusters Score -8873039 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -8873059.000000 Penalty: 3632.940430
	Iteration 41Q: 3 clusters Score -8873059 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68410 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -8873061.000000 Penalty: 3632.940430
	Iteration 42Q: 3 clusters Score -8873061 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -8873066.000000 Penalty: 3632.940430
	Iteration 43Q: 3 clusters Score -8873066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68525 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -8873077.000000 Penalty: 3632.940430
	Iteration 44Q: 3 clusters Score -8873077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68577 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -8873070.000000 Penalty: 3632.940430
	Iteration 45Q: 3 clusters Score -8873070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68629 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -8873099.000000 Penalty: 3632.940430
	Iteration 46Q: 3 clusters Score -8873099 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68685 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -8873131.000000 Penalty: 3632.940430
	Iteration 47Q: 3 clusters Score -8873131 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68739 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -8873133.000000 Penalty: 3632.940430
	Iteration 48Q: 3 clusters Score -8873133 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68785 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -8873148.000000 Penalty: 3632.940430
	Iteration 49Q: 3 clusters Score -8873148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68835 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8873179.000000 Penalty: 3632.940430
	Iteration 50Q: 3 clusters Score -8873179 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68893 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -8873179.000000 Penalty: 3632.940430
	Iteration 51Q: 3 clusters Score -8873179 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68939 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8873181.000000 Penalty: 3632.940430
	Iteration 52Q: 3 clusters Score -8873181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -8873198.000000 Penalty: 3632.940430
	Iteration 53Q: 3 clusters Score -8873198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69018 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -8873217.000000 Penalty: 3632.940430
	Iteration 54Q: 3 clusters Score -8873217 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69056 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8873219.000000 Penalty: 3632.940430
	Iteration 55Q: 3 clusters Score -8873219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8873234.000000 Penalty: 3632.940430
	Iteration 56Q: 3 clusters Score -8873234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69128 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8873247.000000 Penalty: 3632.940430
	Iteration 57Q: 3 clusters Score -8873247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69145 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8873245.000000 Penalty: 3632.940430
	Iteration 58Q: 3 clusters Score -8873245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -8873257.000000 Penalty: 3632.940430
	Iteration 59Q: 3 clusters Score -8873257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69175 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -8873262.000000 Penalty: 3632.940430
	Iteration 60F: 3 clusters Score -8873262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -8873274.000000 Penalty: 3632.940430
	Iteration 61Q: 3 clusters Score -8873274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69214 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8873275.000000 Penalty: 3632.940430
	Iteration 62Q: 3 clusters Score -8873275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -8873269.000000 Penalty: 3632.940430
	Iteration 63Q: 3 clusters Score -8873269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -8873262.000000 Penalty: 3632.940430
	Iteration 64Q: 3 clusters Score -8873262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -8873271.000000 Penalty: 3632.940430
	Iteration 65Q: 3 clusters Score -8873271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69287 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -8873282.000000 Penalty: 3632.940430
	Iteration 66Q: 3 clusters Score -8873282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69299 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8873287.000000 Penalty: 3632.940430
	Iteration 67Q: 3 clusters Score -8873287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69310 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -8873282.000000 Penalty: 3632.940430
	Iteration 68Q: 3 clusters Score -8873282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69324 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8873282.000000 Penalty: 3632.940430
	Iteration 69Q: 3 clusters Score -8873282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8873288.000000 Penalty: 3632.940430
	Iteration 70Q: 3 clusters Score -8873288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69341 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -8873278.000000 Penalty: 3632.940430
	Iteration 71Q: 3 clusters Score -8873278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69348 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8873275.000000 Penalty: 3632.940430
	Iteration 72Q: 3 clusters Score -8873275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8873284.000000 Penalty: 3632.940430
	Iteration 73Q: 3 clusters Score -8873284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8873283.000000 Penalty: 3632.940430
	Iteration 74Q: 3 clusters Score -8873283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69366 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -8873287.000000 Penalty: 3632.940430
	Iteration 75Q: 3 clusters Score -8873287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -8873291.000000 Penalty: 3632.940430
	Iteration 76Q: 3 clusters Score -8873291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69379 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -8873297.000000 Penalty: 3632.940430
	Iteration 77Q: 3 clusters Score -8873297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -8873291.000000 Penalty: 3632.940430
	Iteration 78Q: 3 clusters Score -8873291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69388 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8873290.000000 Penalty: 3632.940430
	Iteration 79Q: 3 clusters Score -8873290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8873296.000000 Penalty: 3632.940430
	Iteration 80F: 3 clusters Score -8873296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69398 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -8873289.000000 Penalty: 3632.940430
	Iteration 81Q: 3 clusters Score -8873289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69402 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8873291.000000 Penalty: 3632.940430
	Iteration 82Q: 3 clusters Score -8873291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69406 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8873300.000000 Penalty: 3632.940430
	Iteration 83Q: 3 clusters Score -8873300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69408 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -8873293.000000 Penalty: 3632.940430
	Iteration 84Q: 3 clusters Score -8873293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69411 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -8873303.000000 Penalty: 3632.940430
	Iteration 85Q: 3 clusters Score -8873303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69411 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -8873303.000000 Penalty: 3632.940430
	Iteration 86F: 3 clusters Score -8873303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82186 members 
Entering Unmasked Estep 
Score: -10211920.000000 Penalty: 1838.970215
	Iteration 0F: 2 clusters Score -1.021192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -10158760.000000 Penalty: 3677.940430
	Iteration 0F: 3 clusters Score -1.015876e+07 nChanged 39191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -10181697.000000 Penalty: 3677.940430
	Iteration 1F: 3 clusters Score -1.01817e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -10182709.000000 Penalty: 3677.940430
	Iteration 2Q: 3 clusters Score -1.018271e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -10184246.000000 Penalty: 3677.940430
	Iteration 3Q: 3 clusters Score -1.018425e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -10186747.000000 Penalty: 3677.940430
	Iteration 4F: 3 clusters Score -1.018675e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -10191097.000000 Penalty: 3677.940430
	Iteration 5F: 3 clusters Score -1.01911e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68675 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -10197386.000000 Penalty: 3677.940430
	Iteration 6F: 3 clusters Score -1.019739e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -10203750.000000 Penalty: 3677.940430
	Iteration 7F: 3 clusters Score -1.020375e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79632 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -10207845.000000 Penalty: 3677.940430
	Iteration 8F: 3 clusters Score -1.020784e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81373 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -10209504.000000 Penalty: 3677.940430
	Iteration 9Q: 3 clusters Score -1.02095e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10210003.000000 Penalty: 3677.940430
	Iteration 10Q: 3 clusters Score -1.021e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82014 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10210161.000000 Penalty: 3677.940430
	Iteration 11Q: 3 clusters Score -1.021016e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82054 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10210243.000000 Penalty: 3677.940430
	Iteration 12Q: 3 clusters Score -1.021024e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82071 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10210277.000000 Penalty: 3677.940430
	Iteration 13Q: 3 clusters Score -1.021028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10210293.000000 Penalty: 3677.940430
	Iteration 14Q: 3 clusters Score -1.021029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -10210307.000000 Penalty: 3677.940430
	Iteration 15Q: 3 clusters Score -1.021031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10210309.000000 Penalty: 3677.940430
	Iteration 16Q: 3 clusters Score -1.021031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10210309.000000 Penalty: 3677.940430
	Iteration 17F: 3 clusters Score -1.021031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69115 members 
Entering Unmasked Estep 
Score: -8613046.000000 Penalty: 1810.823120
	Iteration 0F: 2 clusters Score -8613046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -8568026.000000 Penalty: 3621.646240
	Iteration 0F: 3 clusters Score -8568026 nChanged 32633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -8586706.000000 Penalty: 3621.646240
	Iteration 1F: 3 clusters Score -8586706 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -8587291.000000 Penalty: 3621.646240
	Iteration 2Q: 3 clusters Score -8587291 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -8587866.000000 Penalty: 3621.646240
	Iteration 3Q: 3 clusters Score -8587866 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -8588526.000000 Penalty: 3621.646240
	Iteration 4Q: 3 clusters Score -8588526 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -8589393.000000 Penalty: 3621.646240
	Iteration 5Q: 3 clusters Score -8589393 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -8590425.000000 Penalty: 3621.646240
	Iteration 6Q: 3 clusters Score -8590425 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -8592037.000000 Penalty: 3621.646240
	Iteration 7Q: 3 clusters Score -8592037 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -8594486.000000 Penalty: 3621.646240
	Iteration 8F: 3 clusters Score -8594486 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -8597494.000000 Penalty: 3621.646240
	Iteration 9F: 3 clusters Score -8597494 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -8599870.000000 Penalty: 3621.646240
	Iteration 10F: 3 clusters Score -8599870 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -8600822.000000 Penalty: 3621.646240
	Iteration 11Q: 3 clusters Score -8600822 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -8601111.000000 Penalty: 3621.646240
	Iteration 12Q: 3 clusters Score -8601111 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -8601261.000000 Penalty: 3621.646240
	Iteration 13Q: 3 clusters Score -8601261 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -8601373.000000 Penalty: 3621.646240
	Iteration 14Q: 3 clusters Score -8601373 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -8601458.000000 Penalty: 3621.646240
	Iteration 15Q: 3 clusters Score -8601458 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -8601596.000000 Penalty: 3621.646240
	Iteration 16Q: 3 clusters Score -8601596 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -8601754.000000 Penalty: 3621.646240
	Iteration 17Q: 3 clusters Score -8601754 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -8601855.000000 Penalty: 3621.646240
	Iteration 18Q: 3 clusters Score -8601855 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -8601966.000000 Penalty: 3621.646240
	Iteration 19Q: 3 clusters Score -8601966 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -8602078.000000 Penalty: 3621.646240
	Iteration 20F: 3 clusters Score -8602078 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -8602247.000000 Penalty: 3621.646240
	Iteration 21Q: 3 clusters Score -8602247 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -8602376.000000 Penalty: 3621.646240
	Iteration 22Q: 3 clusters Score -8602376 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -8602503.000000 Penalty: 3621.646240
	Iteration 23Q: 3 clusters Score -8602503 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -8602623.000000 Penalty: 3621.646240
	Iteration 24Q: 3 clusters Score -8602623 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -8602740.000000 Penalty: 3621.646240
	Iteration 25Q: 3 clusters Score -8602740 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -8602842.000000 Penalty: 3621.646240
	Iteration 26Q: 3 clusters Score -8602842 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -8602925.000000 Penalty: 3621.646240
	Iteration 27Q: 3 clusters Score -8602925 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -8603001.000000 Penalty: 3621.646240
	Iteration 28Q: 3 clusters Score -8603001 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -8603116.000000 Penalty: 3621.646240
	Iteration 29Q: 3 clusters Score -8603116 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -8603192.000000 Penalty: 3621.646240
	Iteration 30Q: 3 clusters Score -8603192 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -8603321.000000 Penalty: 3621.646240
	Iteration 31Q: 3 clusters Score -8603321 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -8603380.000000 Penalty: 3621.646240
	Iteration 32Q: 3 clusters Score -8603380 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -8603474.000000 Penalty: 3621.646240
	Iteration 33Q: 3 clusters Score -8603474 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -8603562.000000 Penalty: 3621.646240
	Iteration 34Q: 3 clusters Score -8603562 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -8603622.000000 Penalty: 3621.646240
	Iteration 35Q: 3 clusters Score -8603622 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -8603666.000000 Penalty: 3621.646240
	Iteration 36Q: 3 clusters Score -8603666 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -8603725.000000 Penalty: 3621.646240
	Iteration 37Q: 3 clusters Score -8603725 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -8603775.000000 Penalty: 3621.646240
	Iteration 38Q: 3 clusters Score -8603775 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -8603765.000000 Penalty: 3621.646240
	Iteration 39Q: 3 clusters Score -8603765 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -8603795.000000 Penalty: 3621.646240
	Iteration 40F: 3 clusters Score -8603795 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -8603823.000000 Penalty: 3621.646240
	Iteration 41Q: 3 clusters Score -8603823 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -8603864.000000 Penalty: 3621.646240
	Iteration 42Q: 3 clusters Score -8603864 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -8603902.000000 Penalty: 3621.646240
	Iteration 43Q: 3 clusters Score -8603902 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -8603960.000000 Penalty: 3621.646240
	Iteration 44Q: 3 clusters Score -8603960 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -8603997.000000 Penalty: 3621.646240
	Iteration 45Q: 3 clusters Score -8603997 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -8604040.000000 Penalty: 3621.646240
	Iteration 46Q: 3 clusters Score -8604040 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -8604103.000000 Penalty: 3621.646240
	Iteration 47Q: 3 clusters Score -8604103 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -8604137.000000 Penalty: 3621.646240
	Iteration 48Q: 3 clusters Score -8604137 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -8604203.000000 Penalty: 3621.646240
	Iteration 49Q: 3 clusters Score -8604203 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -8604256.000000 Penalty: 3621.646240
	Iteration 50Q: 3 clusters Score -8604256 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -8604306.000000 Penalty: 3621.646240
	Iteration 51Q: 3 clusters Score -8604306 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -8604316.000000 Penalty: 3621.646240
	Iteration 52Q: 3 clusters Score -8604316 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -8604366.000000 Penalty: 3621.646240
	Iteration 53Q: 3 clusters Score -8604366 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -8604438.000000 Penalty: 3621.646240
	Iteration 54Q: 3 clusters Score -8604438 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -8604504.000000 Penalty: 3621.646240
	Iteration 55Q: 3 clusters Score -8604504 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -8604620.000000 Penalty: 3621.646240
	Iteration 56Q: 3 clusters Score -8604620 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -8604622.000000 Penalty: 3621.646240
	Iteration 57Q: 3 clusters Score -8604622 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -8604720.000000 Penalty: 3621.646240
	Iteration 58Q: 3 clusters Score -8604720 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -8604837.000000 Penalty: 3621.646240
	Iteration 59Q: 3 clusters Score -8604837 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -8604914.000000 Penalty: 3621.646240
	Iteration 60F: 3 clusters Score -8604914 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -8604975.000000 Penalty: 3621.646240
	Iteration 61Q: 3 clusters Score -8604975 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -8605089.000000 Penalty: 3621.646240
	Iteration 62Q: 3 clusters Score -8605089 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -8605181.000000 Penalty: 3621.646240
	Iteration 63Q: 3 clusters Score -8605181 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -8605298.000000 Penalty: 3621.646240
	Iteration 64Q: 3 clusters Score -8605298 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -8605419.000000 Penalty: 3621.646240
	Iteration 65Q: 3 clusters Score -8605419 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -8605602.000000 Penalty: 3621.646240
	Iteration 66Q: 3 clusters Score -8605602 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -8605806.000000 Penalty: 3621.646240
	Iteration 67Q: 3 clusters Score -8605806 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -8605958.000000 Penalty: 3621.646240
	Iteration 68Q: 3 clusters Score -8605958 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -8606226.000000 Penalty: 3621.646240
	Iteration 69Q: 3 clusters Score -8606226 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -8606427.000000 Penalty: 3621.646240
	Iteration 70Q: 3 clusters Score -8606427 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -8606644.000000 Penalty: 3621.646240
	Iteration 71Q: 3 clusters Score -8606644 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -8606835.000000 Penalty: 3621.646240
	Iteration 72Q: 3 clusters Score -8606835 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -8607073.000000 Penalty: 3621.646240
	Iteration 73Q: 3 clusters Score -8607073 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -8607335.000000 Penalty: 3621.646240
	Iteration 74Q: 3 clusters Score -8607335 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57358 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -8607574.000000 Penalty: 3621.646240
	Iteration 75Q: 3 clusters Score -8607574 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58292 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -8607863.000000 Penalty: 3621.646240
	Iteration 76Q: 3 clusters Score -8607863 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59235 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -8608213.000000 Penalty: 3621.646240
	Iteration 77Q: 3 clusters Score -8608213 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -8608544.000000 Penalty: 3621.646240
	Iteration 78Q: 3 clusters Score -8608544 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -8608852.000000 Penalty: 3621.646240
	Iteration 79Q: 3 clusters Score -8608852 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -8609183.000000 Penalty: 3621.646240
	Iteration 80F: 3 clusters Score -8609183 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -8609461.000000 Penalty: 3621.646240
	Iteration 81Q: 3 clusters Score -8609461 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -8609747.000000 Penalty: 3621.646240
	Iteration 82Q: 3 clusters Score -8609747 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64174 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -8609967.000000 Penalty: 3621.646240
	Iteration 83Q: 3 clusters Score -8609967 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -8610202.000000 Penalty: 3621.646240
	Iteration 84Q: 3 clusters Score -8610202 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65316 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -8610391.000000 Penalty: 3621.646240
	Iteration 85Q: 3 clusters Score -8610391 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65769 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8610546.000000 Penalty: 3621.646240
	Iteration 86Q: 3 clusters Score -8610546 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -8610696.000000 Penalty: 3621.646240
	Iteration 87Q: 3 clusters Score -8610696 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -8610826.000000 Penalty: 3621.646240
	Iteration 88Q: 3 clusters Score -8610826 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66792 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8610946.000000 Penalty: 3621.646240
	Iteration 89Q: 3 clusters Score -8610946 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8611058.000000 Penalty: 3621.646240
	Iteration 90Q: 3 clusters Score -8611058 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67239 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8611087.000000 Penalty: 3621.646240
	Iteration 91Q: 3 clusters Score -8611087 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -8611194.000000 Penalty: 3621.646240
	Iteration 92Q: 3 clusters Score -8611194 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -8611288.000000 Penalty: 3621.646240
	Iteration 93Q: 3 clusters Score -8611288 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67760 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8611324.000000 Penalty: 3621.646240
	Iteration 94Q: 3 clusters Score -8611324 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67875 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8611373.000000 Penalty: 3621.646240
	Iteration 95Q: 3 clusters Score -8611373 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8611415.000000 Penalty: 3621.646240
	Iteration 96Q: 3 clusters Score -8611415 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68045 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8611470.000000 Penalty: 3621.646240
	Iteration 97Q: 3 clusters Score -8611470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68100 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8611495.000000 Penalty: 3621.646240
	Iteration 98Q: 3 clusters Score -8611495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68142 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8611515.000000 Penalty: 3621.646240
	Iteration 99Q: 3 clusters Score -8611515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8611530.000000 Penalty: 3621.646240
	Iteration 100F: 3 clusters Score -8611530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8611544.000000 Penalty: 3621.646240
	Iteration 101Q: 3 clusters Score -8611544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68230 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8611551.000000 Penalty: 3621.646240
	Iteration 102Q: 3 clusters Score -8611551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8611552.000000 Penalty: 3621.646240
	Iteration 103Q: 3 clusters Score -8611552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8611555.000000 Penalty: 3621.646240
	Iteration 104Q: 3 clusters Score -8611555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8611550.000000 Penalty: 3621.646240
	Iteration 105Q: 3 clusters Score -8611550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8611560.000000 Penalty: 3621.646240
	Iteration 106Q: 3 clusters Score -8611560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68307 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8611566.000000 Penalty: 3621.646240
	Iteration 107Q: 3 clusters Score -8611566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8611569.000000 Penalty: 3621.646240
	Iteration 108Q: 3 clusters Score -8611569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68323 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8611572.000000 Penalty: 3621.646240
	Iteration 109Q: 3 clusters Score -8611572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68328 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8611571.000000 Penalty: 3621.646240
	Iteration 110Q: 3 clusters Score -8611571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8611576.000000 Penalty: 3621.646240
	Iteration 111Q: 3 clusters Score -8611576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68337 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8611574.000000 Penalty: 3621.646240
	Iteration 112Q: 3 clusters Score -8611574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68340 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8611578.000000 Penalty: 3621.646240
	Iteration 113Q: 3 clusters Score -8611578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8611585.000000 Penalty: 3621.646240
	Iteration 114Q: 3 clusters Score -8611585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8611582.000000 Penalty: 3621.646240
	Iteration 115Q: 3 clusters Score -8611582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8611590.000000 Penalty: 3621.646240
	Iteration 116Q: 3 clusters Score -8611590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8611590.000000 Penalty: 3621.646240
	Iteration 117F: 3 clusters Score -8611590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (81317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Entering Unmasked Estep 
Score: -10059739.000000 Penalty: 1837.242920
	Iteration 0F: 2 clusters Score -1.005974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -10008422.000000 Penalty: 3674.485840
	Iteration 0F: 3 clusters Score -1.000842e+07 nChanged 38509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -10030303.000000 Penalty: 3674.485840
	Iteration 1F: 3 clusters Score -1.00303e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -10030836.000000 Penalty: 3674.485840
	Iteration 2Q: 3 clusters Score -1.003084e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -10031408.000000 Penalty: 3674.485840
	Iteration 3Q: 3 clusters Score -1.003141e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -10031911.000000 Penalty: 3674.485840
	Iteration 4Q: 3 clusters Score -1.003191e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -10032572.000000 Penalty: 3674.485840
	Iteration 5Q: 3 clusters Score -1.003257e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -10033310.000000 Penalty: 3674.485840
	Iteration 6Q: 3 clusters Score -1.003331e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -10034390.000000 Penalty: 3674.485840
	Iteration 7Q: 3 clusters Score -1.003439e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -10035899.000000 Penalty: 3674.485840
	Iteration 8Q: 3 clusters Score -1.00359e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -10038139.000000 Penalty: 3674.485840
	Iteration 9Q: 3 clusters Score -1.003814e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -10041316.000000 Penalty: 3674.485840
	Iteration 10F: 3 clusters Score -1.004132e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -10044498.000000 Penalty: 3674.485840
	Iteration 11F: 3 clusters Score -1.00445e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -10046604.000000 Penalty: 3674.485840
	Iteration 12F: 3 clusters Score -1.00466e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -10047476.000000 Penalty: 3674.485840
	Iteration 13Q: 3 clusters Score -1.004748e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -10047833.000000 Penalty: 3674.485840
	Iteration 14Q: 3 clusters Score -1.004783e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -10048008.000000 Penalty: 3674.485840
	Iteration 15Q: 3 clusters Score -1.004801e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -10048180.000000 Penalty: 3674.485840
	Iteration 16Q: 3 clusters Score -1.004818e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -10048269.000000 Penalty: 3674.485840
	Iteration 17Q: 3 clusters Score -1.004827e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -10048424.000000 Penalty: 3674.485840
	Iteration 18Q: 3 clusters Score -1.004842e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 57498 members 
Entering Unmasked Estep 
Score: -10048668.000000 Penalty: 3674.485840
	Iteration 19Q: 3 clusters Score -1.004867e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -10048837.000000 Penalty: 3674.485840
	Iteration 20F: 3 clusters Score -1.004884e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -10049065.000000 Penalty: 3674.485840
	Iteration 21Q: 3 clusters Score -1.004906e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -10049219.000000 Penalty: 3674.485840
	Iteration 22Q: 3 clusters Score -1.004922e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 60429 members 
Entering Unmasked Estep 
Score: -10049456.000000 Penalty: 3674.485840
	Iteration 23Q: 3 clusters Score -1.004946e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 61167 members 
Entering Unmasked Estep 
Score: -10049687.000000 Penalty: 3674.485840
	Iteration 24Q: 3 clusters Score -1.004969e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 61895 members 
Entering Unmasked Estep 
Score: -10049949.000000 Penalty: 3674.485840
	Iteration 25Q: 3 clusters Score -1.004995e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 62561 members 
Entering Unmasked Estep 
Score: -10050205.000000 Penalty: 3674.485840
	Iteration 26Q: 3 clusters Score -1.00502e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -10050408.000000 Penalty: 3674.485840
	Iteration 27Q: 3 clusters Score -1.005041e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -10050575.000000 Penalty: 3674.485840
	Iteration 28Q: 3 clusters Score -1.005058e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 64719 members 
Entering Unmasked Estep 
Score: -10050799.000000 Penalty: 3674.485840
	Iteration 29Q: 3 clusters Score -1.00508e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 65456 members 
Entering Unmasked Estep 
Score: -10051024.000000 Penalty: 3674.485840
	Iteration 30Q: 3 clusters Score -1.005102e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -10051339.000000 Penalty: 3674.485840
	Iteration 31Q: 3 clusters Score -1.005134e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 67070 members 
Entering Unmasked Estep 
Score: -10051700.000000 Penalty: 3674.485840
	Iteration 32Q: 3 clusters Score -1.00517e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -10051991.000000 Penalty: 3674.485840
	Iteration 33Q: 3 clusters Score -1.005199e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -10052228.000000 Penalty: 3674.485840
	Iteration 34Q: 3 clusters Score -1.005223e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 69407 members 
Entering Unmasked Estep 
Score: -10052462.000000 Penalty: 3674.485840
	Iteration 35Q: 3 clusters Score -1.005246e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -10052706.000000 Penalty: 3674.485840
	Iteration 36Q: 3 clusters Score -1.005271e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 70901 members 
Entering Unmasked Estep 
Score: -10052988.000000 Penalty: 3674.485840
	Iteration 37Q: 3 clusters Score -1.005299e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 71638 members 
Entering Unmasked Estep 
Score: -10053184.000000 Penalty: 3674.485840
	Iteration 38Q: 3 clusters Score -1.005318e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -10053437.000000 Penalty: 3674.485840
	Iteration 39Q: 3 clusters Score -1.005344e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 72932 members 
Entering Unmasked Estep 
Score: -10053656.000000 Penalty: 3674.485840
	Iteration 40F: 3 clusters Score -1.005366e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 73551 members 
Entering Unmasked Estep 
Score: -10053973.000000 Penalty: 3674.485840
	Iteration 41Q: 3 clusters Score -1.005397e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 74179 members 
Entering Unmasked Estep 
Score: -10054274.000000 Penalty: 3674.485840
	Iteration 42Q: 3 clusters Score -1.005427e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 74798 members 
Entering Unmasked Estep 
Score: -10054561.000000 Penalty: 3674.485840
	Iteration 43Q: 3 clusters Score -1.005456e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 75366 members 
Entering Unmasked Estep 
Score: -10054865.000000 Penalty: 3674.485840
	Iteration 44Q: 3 clusters Score -1.005486e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 75920 members 
Entering Unmasked Estep 
Score: -10055174.000000 Penalty: 3674.485840
	Iteration 45Q: 3 clusters Score -1.005517e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -10055449.000000 Penalty: 3674.485840
	Iteration 46Q: 3 clusters Score -1.005545e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 76920 members 
Entering Unmasked Estep 
Score: -10055712.000000 Penalty: 3674.485840
	Iteration 47Q: 3 clusters Score -1.005571e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 77388 members 
Entering Unmasked Estep 
Score: -10056023.000000 Penalty: 3674.485840
	Iteration 48Q: 3 clusters Score -1.005602e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 77817 members 
Entering Unmasked Estep 
Score: -10056255.000000 Penalty: 3674.485840
	Iteration 49Q: 3 clusters Score -1.005626e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 78200 members 
Entering Unmasked Estep 
Score: -10056493.000000 Penalty: 3674.485840
	Iteration 50Q: 3 clusters Score -1.005649e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 78532 members 
Entering Unmasked Estep 
Score: -10056700.000000 Penalty: 3674.485840
	Iteration 51Q: 3 clusters Score -1.00567e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 78820 members 
Entering Unmasked Estep 
Score: -10056906.000000 Penalty: 3674.485840
	Iteration 52Q: 3 clusters Score -1.005691e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 79060 members 
Entering Unmasked Estep 
Score: -10057070.000000 Penalty: 3674.485840
	Iteration 53Q: 3 clusters Score -1.005707e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -10057212.000000 Penalty: 3674.485840
	Iteration 54Q: 3 clusters Score -1.005721e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 79455 members 
Entering Unmasked Estep 
Score: -10057339.000000 Penalty: 3674.485840
	Iteration 55Q: 3 clusters Score -1.005734e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 79603 members 
Entering Unmasked Estep 
Score: -10057451.000000 Penalty: 3674.485840
	Iteration 56Q: 3 clusters Score -1.005745e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 79725 members 
Entering Unmasked Estep 
Score: -10057536.000000 Penalty: 3674.485840
	Iteration 57Q: 3 clusters Score -1.005754e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 79830 members 
Entering Unmasked Estep 
Score: -10057620.000000 Penalty: 3674.485840
	Iteration 58Q: 3 clusters Score -1.005762e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 79927 members 
Entering Unmasked Estep 
Score: -10057689.000000 Penalty: 3674.485840
	Iteration 59Q: 3 clusters Score -1.005769e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -10057752.000000 Penalty: 3674.485840
	Iteration 60F: 3 clusters Score -1.005775e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -10057804.000000 Penalty: 3674.485840
	Iteration 61Q: 3 clusters Score -1.00578e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 80161 members 
Entering Unmasked Estep 
Score: -10057834.000000 Penalty: 3674.485840
	Iteration 62Q: 3 clusters Score -1.005783e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 80210 members 
Entering Unmasked Estep 
Score: -10057853.000000 Penalty: 3674.485840
	Iteration 63Q: 3 clusters Score -1.005785e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 80239 members 
Entering Unmasked Estep 
Score: -10057865.000000 Penalty: 3674.485840
	Iteration 64Q: 3 clusters Score -1.005786e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 80272 members 
Entering Unmasked Estep 
Score: -10057908.000000 Penalty: 3674.485840
	Iteration 65Q: 3 clusters Score -1.005791e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
Score: -10057926.000000 Penalty: 3674.485840
	Iteration 66Q: 3 clusters Score -1.005793e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 80306 members 
Entering Unmasked Estep 
Score: -10057953.000000 Penalty: 3674.485840
	Iteration 67Q: 3 clusters Score -1.005795e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 80326 members 
Entering Unmasked Estep 
Score: -10057964.000000 Penalty: 3674.485840
	Iteration 68Q: 3 clusters Score -1.005796e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -10057963.000000 Penalty: 3674.485840
	Iteration 69Q: 3 clusters Score -1.005796e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -10058002.000000 Penalty: 3674.485840
	Iteration 70Q: 3 clusters Score -1.0058e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -10058038.000000 Penalty: 3674.485840
	Iteration 71Q: 3 clusters Score -1.005804e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 80332 members 
Entering Unmasked Estep 
Score: -10058097.000000 Penalty: 3674.485840
	Iteration 72Q: 3 clusters Score -1.00581e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 80330 members 
Entering Unmasked Estep 
Score: -10058148.000000 Penalty: 3674.485840
	Iteration 73Q: 3 clusters Score -1.005815e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -10058195.000000 Penalty: 3674.485840
	Iteration 74Q: 3 clusters Score -1.00582e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -10058223.000000 Penalty: 3674.485840
	Iteration 75Q: 3 clusters Score -1.005822e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -10058255.000000 Penalty: 3674.485840
	Iteration 76Q: 3 clusters Score -1.005826e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 80406 members 
Entering Unmasked Estep 
Score: -10058284.000000 Penalty: 3674.485840
	Iteration 77Q: 3 clusters Score -1.005828e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 80430 members 
Entering Unmasked Estep 
Score: -10058316.000000 Penalty: 3674.485840
	Iteration 78Q: 3 clusters Score -1.005832e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 80449 members 
Entering Unmasked Estep 
Score: -10058330.000000 Penalty: 3674.485840
	Iteration 79Q: 3 clusters Score -1.005833e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 80456 members 
Entering Unmasked Estep 
Score: -10058367.000000 Penalty: 3674.485840
	Iteration 80F: 3 clusters Score -1.005837e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 80457 members 
Entering Unmasked Estep 
Score: -10058406.000000 Penalty: 3674.485840
	Iteration 81Q: 3 clusters Score -1.005841e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 80462 members 
Entering Unmasked Estep 
Score: -10058439.000000 Penalty: 3674.485840
	Iteration 82Q: 3 clusters Score -1.005844e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 80460 members 
Entering Unmasked Estep 
Score: -10058474.000000 Penalty: 3674.485840
	Iteration 83Q: 3 clusters Score -1.005847e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 80474 members 
Entering Unmasked Estep 
Score: -10058510.000000 Penalty: 3674.485840
	Iteration 84Q: 3 clusters Score -1.005851e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 80500 members 
Entering Unmasked Estep 
Score: -10058544.000000 Penalty: 3674.485840
	Iteration 85Q: 3 clusters Score -1.005854e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 80516 members 
Entering Unmasked Estep 
Score: -10058587.000000 Penalty: 3674.485840
	Iteration 86Q: 3 clusters Score -1.005859e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 80548 members 
Entering Unmasked Estep 
Score: -10058629.000000 Penalty: 3674.485840
	Iteration 87Q: 3 clusters Score -1.005863e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 80566 members 
Entering Unmasked Estep 
Score: -10058661.000000 Penalty: 3674.485840
	Iteration 88Q: 3 clusters Score -1.005866e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -10058692.000000 Penalty: 3674.485840
	Iteration 89Q: 3 clusters Score -1.005869e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 80607 members 
Entering Unmasked Estep 
Score: -10058726.000000 Penalty: 3674.485840
	Iteration 90Q: 3 clusters Score -1.005873e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 80631 members 
Entering Unmasked Estep 
Score: -10058759.000000 Penalty: 3674.485840
	Iteration 91Q: 3 clusters Score -1.005876e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 80652 members 
Entering Unmasked Estep 
Score: -10058787.000000 Penalty: 3674.485840
	Iteration 92Q: 3 clusters Score -1.005879e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 80676 members 
Entering Unmasked Estep 
Score: -10058819.000000 Penalty: 3674.485840
	Iteration 93Q: 3 clusters Score -1.005882e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 80691 members 
Entering Unmasked Estep 
Score: -10058859.000000 Penalty: 3674.485840
	Iteration 94Q: 3 clusters Score -1.005886e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 80711 members 
Entering Unmasked Estep 
Score: -10058875.000000 Penalty: 3674.485840
	Iteration 95Q: 3 clusters Score -1.005888e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 80728 members 
Entering Unmasked Estep 
Score: -10058906.000000 Penalty: 3674.485840
	Iteration 96Q: 3 clusters Score -1.005891e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 80740 members 
Entering Unmasked Estep 
Score: -10058918.000000 Penalty: 3674.485840
	Iteration 97Q: 3 clusters Score -1.005892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -10058940.000000 Penalty: 3674.485840
	Iteration 98Q: 3 clusters Score -1.005894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 80775 members 
Entering Unmasked Estep 
Score: -10058955.000000 Penalty: 3674.485840
	Iteration 99Q: 3 clusters Score -1.005896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 80790 members 
Entering Unmasked Estep 
Score: -10059024.000000 Penalty: 3674.485840
	Iteration 100F: 3 clusters Score -1.005902e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 80785 members 
Entering Unmasked Estep 
Score: -10059105.000000 Penalty: 3674.485840
	Iteration 101Q: 3 clusters Score -1.00591e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 80794 members 
Entering Unmasked Estep 
Score: -10059177.000000 Penalty: 3674.485840
	Iteration 102Q: 3 clusters Score -1.005918e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 80823 members 
Entering Unmasked Estep 
Score: -10059234.000000 Penalty: 3674.485840
	Iteration 103Q: 3 clusters Score -1.005923e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 80848 members 
Entering Unmasked Estep 
Score: -10059314.000000 Penalty: 3674.485840
	Iteration 104Q: 3 clusters Score -1.005931e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -10059410.000000 Penalty: 3674.485840
	Iteration 105Q: 3 clusters Score -1.005941e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -10059522.000000 Penalty: 3674.485840
	Iteration 106Q: 3 clusters Score -1.005952e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 80964 members 
Entering Unmasked Estep 
Score: -10059612.000000 Penalty: 3674.485840
	Iteration 107Q: 3 clusters Score -1.005961e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 80996 members 
Entering Unmasked Estep 
Score: -10059735.000000 Penalty: 3674.485840
	Iteration 108Q: 3 clusters Score -1.005974e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 81032 members 
Entering Unmasked Estep 
Score: -10059896.000000 Penalty: 3674.485840
	Iteration 109Q: 3 clusters Score -1.00599e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 81074 members 
Entering Unmasked Estep 
Score: -10060199.000000 Penalty: 3674.485840
	Iteration 110Q: 3 clusters Score -1.00602e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 81123 members 
Entering Unmasked Estep 
Score: -10060813.000000 Penalty: 3674.485840
	Iteration 111Q: 3 clusters Score -1.006081e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -10061974.000000 Penalty: 3674.485840
	Iteration 112Q: 3 clusters Score -1.006197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 81172 members 
Entering Unmasked Estep 
Score: -10062653.000000 Penalty: 3674.485840
	Iteration 113Q: 3 clusters Score -1.006265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 81173 members 
Entering Unmasked Estep 
Score: -10062706.000000 Penalty: 3674.485840
	Iteration 114Q: 3 clusters Score -1.006271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 81173 members 
Entering Unmasked Estep 
Score: -10062790.000000 Penalty: 3674.485840
	Iteration 115F: 3 clusters Score -1.006279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
Score: -10062811.000000 Penalty: 3674.485840
	Iteration 116Q: 3 clusters Score -1.006281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
Score: -10062811.000000 Penalty: 3674.485840
	Iteration 117F: 3 clusters Score -1.006281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4351 members 
Mstep: Class 3 contains 81169 members 
Mstep: Class 5 contains 34474 members 
Mstep: Class 6 contains 74935 members 
Mstep: Class 9 contains 55429 members 
Mstep: Class 10 contains 71559 members 
Mstep: Class 11 contains 82186 members 
Mstep: Class 12 contains 69115 members 
Mstep: Class 13 contains 148 members 
Mstep: Class 14 contains 42145 members 
Mstep: Class 16 contains 40949 members 
Mstep: Class 17 contains 51849 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6107 members 
Entering Unmasked Estep 
Score: -75569088.000000 Penalty: 32515.083984
Splitting cluster 13 changes total score from -75566296.000000 to -75569088.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 14 (42145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Entering Unmasked Estep 
Score: -5240381.500000 Penalty: 1730.441650
	Iteration 0F: 2 clusters Score -5240382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -5212211.500000 Penalty: 3460.883301
	Iteration 0F: 3 clusters Score -5212212 nChanged 19706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -5223182.500000 Penalty: 3460.883301
	Iteration 1F: 3 clusters Score -5223182 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -5223619.500000 Penalty: 3460.883301
	Iteration 2Q: 3 clusters Score -5223620 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -5224156.500000 Penalty: 3460.883301
	Iteration 3Q: 3 clusters Score -5224156 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -5224862.000000 Penalty: 3460.883301
	Iteration 4Q: 3 clusters Score -5224862 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -5225822.500000 Penalty: 3460.883301
	Iteration 5Q: 3 clusters Score -5225822 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -5226956.000000 Penalty: 3460.883301
	Iteration 6F: 3 clusters Score -5226956 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -5228275.000000 Penalty: 3460.883301
	Iteration 7F: 3 clusters Score -5228275 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -5229861.000000 Penalty: 3460.883301
	Iteration 8F: 3 clusters Score -5229861 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -5231730.500000 Penalty: 3460.883301
	Iteration 9F: 3 clusters Score -5231730 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -5233459.500000 Penalty: 3460.883301
	Iteration 10F: 3 clusters Score -5233460 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -5234434.000000 Penalty: 3460.883301
	Iteration 11Q: 3 clusters Score -5234434 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -5234896.000000 Penalty: 3460.883301
	Iteration 12Q: 3 clusters Score -5234896 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -5235124.000000 Penalty: 3460.883301
	Iteration 13Q: 3 clusters Score -5235124 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -5235314.500000 Penalty: 3460.883301
	Iteration 14Q: 3 clusters Score -5235314 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -5235451.000000 Penalty: 3460.883301
	Iteration 15Q: 3 clusters Score -5235451 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -5235597.500000 Penalty: 3460.883301
	Iteration 16Q: 3 clusters Score -5235598 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -5235724.000000 Penalty: 3460.883301
	Iteration 17Q: 3 clusters Score -5235724 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -5235856.000000 Penalty: 3460.883301
	Iteration 18Q: 3 clusters Score -5235856 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -5235998.000000 Penalty: 3460.883301
	Iteration 19Q: 3 clusters Score -5235998 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -5236138.000000 Penalty: 3460.883301
	Iteration 20F: 3 clusters Score -5236138 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -5236266.500000 Penalty: 3460.883301
	Iteration 21Q: 3 clusters Score -5236266 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -5236368.500000 Penalty: 3460.883301
	Iteration 22Q: 3 clusters Score -5236368 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -5236548.000000 Penalty: 3460.883301
	Iteration 23Q: 3 clusters Score -5236548 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -5236670.000000 Penalty: 3460.883301
	Iteration 24Q: 3 clusters Score -5236670 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -5236798.000000 Penalty: 3460.883301
	Iteration 25Q: 3 clusters Score -5236798 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -5236898.500000 Penalty: 3460.883301
	Iteration 26Q: 3 clusters Score -5236898 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -5236997.500000 Penalty: 3460.883301
	Iteration 27Q: 3 clusters Score -5236998 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -5237131.500000 Penalty: 3460.883301
	Iteration 28Q: 3 clusters Score -5237132 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -5237212.000000 Penalty: 3460.883301
	Iteration 29Q: 3 clusters Score -5237212 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -5237330.500000 Penalty: 3460.883301
	Iteration 30Q: 3 clusters Score -5237330 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -5237429.500000 Penalty: 3460.883301
	Iteration 31Q: 3 clusters Score -5237430 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -5237500.500000 Penalty: 3460.883301
	Iteration 32Q: 3 clusters Score -5237500 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -5237569.000000 Penalty: 3460.883301
	Iteration 33Q: 3 clusters Score -5237569 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -5237661.000000 Penalty: 3460.883301
	Iteration 34Q: 3 clusters Score -5237661 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -5237723.500000 Penalty: 3460.883301
	Iteration 35Q: 3 clusters Score -5237724 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -5237773.000000 Penalty: 3460.883301
	Iteration 36Q: 3 clusters Score -5237773 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -5237858.500000 Penalty: 3460.883301
	Iteration 37Q: 3 clusters Score -5237858 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -5237941.500000 Penalty: 3460.883301
	Iteration 38Q: 3 clusters Score -5237942 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -5238029.500000 Penalty: 3460.883301
	Iteration 39Q: 3 clusters Score -5238030 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -5238098.000000 Penalty: 3460.883301
	Iteration 40F: 3 clusters Score -5238098 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -5238154.500000 Penalty: 3460.883301
	Iteration 41Q: 3 clusters Score -5238154 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -5238204.500000 Penalty: 3460.883301
	Iteration 42Q: 3 clusters Score -5238204 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -5238259.500000 Penalty: 3460.883301
	Iteration 43Q: 3 clusters Score -5238260 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -5238316.000000 Penalty: 3460.883301
	Iteration 44Q: 3 clusters Score -5238316 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -5238373.500000 Penalty: 3460.883301
	Iteration 45Q: 3 clusters Score -5238374 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -5238432.000000 Penalty: 3460.883301
	Iteration 46Q: 3 clusters Score -5238432 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -5238474.500000 Penalty: 3460.883301
	Iteration 47Q: 3 clusters Score -5238474 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -5238523.500000 Penalty: 3460.883301
	Iteration 48Q: 3 clusters Score -5238524 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -5238554.500000 Penalty: 3460.883301
	Iteration 49Q: 3 clusters Score -5238554 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5238595.500000 Penalty: 3460.883301
	Iteration 50Q: 3 clusters Score -5238596 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5238647.500000 Penalty: 3460.883301
	Iteration 51Q: 3 clusters Score -5238648 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5238691.500000 Penalty: 3460.883301
	Iteration 52Q: 3 clusters Score -5238692 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -5238727.000000 Penalty: 3460.883301
	Iteration 53Q: 3 clusters Score -5238727 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -5238755.000000 Penalty: 3460.883301
	Iteration 54Q: 3 clusters Score -5238755 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5238798.000000 Penalty: 3460.883301
	Iteration 55Q: 3 clusters Score -5238798 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5238811.500000 Penalty: 3460.883301
	Iteration 56Q: 3 clusters Score -5238812 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5238822.000000 Penalty: 3460.883301
	Iteration 57Q: 3 clusters Score -5238822 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5238830.500000 Penalty: 3460.883301
	Iteration 58Q: 3 clusters Score -5238830 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5238852.500000 Penalty: 3460.883301
	Iteration 59Q: 3 clusters Score -5238852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5238883.500000 Penalty: 3460.883301
	Iteration 60F: 3 clusters Score -5238884 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5238877.000000 Penalty: 3460.883301
	Iteration 61Q: 3 clusters Score -5238877 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5238895.000000 Penalty: 3460.883301
	Iteration 62Q: 3 clusters Score -5238895 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5238919.000000 Penalty: 3460.883301
	Iteration 63Q: 3 clusters Score -5238919 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5238947.500000 Penalty: 3460.883301
	Iteration 64Q: 3 clusters Score -5238948 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5238972.000000 Penalty: 3460.883301
	Iteration 65Q: 3 clusters Score -5238972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5238978.000000 Penalty: 3460.883301
	Iteration 66Q: 3 clusters Score -5238978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5238982.500000 Penalty: 3460.883301
	Iteration 67Q: 3 clusters Score -5238982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5238988.000000 Penalty: 3460.883301
	Iteration 68Q: 3 clusters Score -5238988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5238990.500000 Penalty: 3460.883301
	Iteration 69Q: 3 clusters Score -5238990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5239000.500000 Penalty: 3460.883301
	Iteration 70Q: 3 clusters Score -5239000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5239005.000000 Penalty: 3460.883301
	Iteration 71Q: 3 clusters Score -5239005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5239013.000000 Penalty: 3460.883301
	Iteration 72Q: 3 clusters Score -5239013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5239021.500000 Penalty: 3460.883301
	Iteration 73Q: 3 clusters Score -5239022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5239019.000000 Penalty: 3460.883301
	Iteration 74Q: 3 clusters Score -5239019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5239018.000000 Penalty: 3460.883301
	Iteration 75Q: 3 clusters Score -5239018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5239010.000000 Penalty: 3460.883301
	Iteration 76Q: 3 clusters Score -5239010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5239015.500000 Penalty: 3460.883301
	Iteration 77Q: 3 clusters Score -5239016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5239018.000000 Penalty: 3460.883301
	Iteration 78Q: 3 clusters Score -5239018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5239016.500000 Penalty: 3460.883301
	Iteration 79Q: 3 clusters Score -5239016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5239018.000000 Penalty: 3460.883301
	Iteration 80F: 3 clusters Score -5239018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5239022.000000 Penalty: 3460.883301
	Iteration 81Q: 3 clusters Score -5239022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5239022.000000 Penalty: 3460.883301
	Iteration 82Q: 3 clusters Score -5239022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5239016.500000 Penalty: 3460.883301
	Iteration 83Q: 3 clusters Score -5239016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5239023.000000 Penalty: 3460.883301
	Iteration 84Q: 3 clusters Score -5239023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5239018.500000 Penalty: 3460.883301
	Iteration 85Q: 3 clusters Score -5239018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5239019.000000 Penalty: 3460.883301
	Iteration 86Q: 3 clusters Score -5239019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5239019.000000 Penalty: 3460.883301
	Iteration 87Q: 3 clusters Score -5239019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5239018.000000 Penalty: 3460.883301
	Iteration 88Q: 3 clusters Score -5239018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5239017.500000 Penalty: 3460.883301
	Iteration 89Q: 3 clusters Score -5239018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5239018.500000 Penalty: 3460.883301
	Iteration 90Q: 3 clusters Score -5239018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5239018.500000 Penalty: 3460.883301
	Iteration 91Q: 3 clusters Score -5239018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5239022.000000 Penalty: 3460.883301
	Iteration 92Q: 3 clusters Score -5239022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5239027.500000 Penalty: 3460.883301
	Iteration 93Q: 3 clusters Score -5239028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5239029.000000 Penalty: 3460.883301
	Iteration 94Q: 3 clusters Score -5239029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5239028.500000 Penalty: 3460.883301
	Iteration 95Q: 3 clusters Score -5239028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5239028.500000 Penalty: 3460.883301
	Iteration 96F: 3 clusters Score -5239028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Entering Unmasked Estep 
Score: -5091223.500000 Penalty: 1725.763428
	Iteration 0F: 2 clusters Score -5091224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -5064102.000000 Penalty: 3451.526855
	Iteration 0F: 3 clusters Score -5064102 nChanged 19060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -5074703.000000 Penalty: 3451.526855
	Iteration 1F: 3 clusters Score -5074703 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -5075172.500000 Penalty: 3451.526855
	Iteration 2Q: 3 clusters Score -5075172 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -5075681.500000 Penalty: 3451.526855
	Iteration 3Q: 3 clusters Score -5075682 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -5076254.500000 Penalty: 3451.526855
	Iteration 4Q: 3 clusters Score -5076254 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -5077024.500000 Penalty: 3451.526855
	Iteration 5Q: 3 clusters Score -5077024 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -5078079.000000 Penalty: 3451.526855
	Iteration 6Q: 3 clusters Score -5078079 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -5079565.500000 Penalty: 3451.526855
	Iteration 7F: 3 clusters Score -5079566 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -5081440.500000 Penalty: 3451.526855
	Iteration 8F: 3 clusters Score -5081440 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -5083553.000000 Penalty: 3451.526855
	Iteration 9F: 3 clusters Score -5083553 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -5085104.000000 Penalty: 3451.526855
	Iteration 10Q: 3 clusters Score -5085104 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -5085948.500000 Penalty: 3451.526855
	Iteration 11Q: 3 clusters Score -5085948 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -5086484.500000 Penalty: 3451.526855
	Iteration 12Q: 3 clusters Score -5086484 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -5086852.000000 Penalty: 3451.526855
	Iteration 13Q: 3 clusters Score -5086852 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -5087126.000000 Penalty: 3451.526855
	Iteration 14Q: 3 clusters Score -5087126 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -5087430.500000 Penalty: 3451.526855
	Iteration 15Q: 3 clusters Score -5087430 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -5087675.500000 Penalty: 3451.526855
	Iteration 16Q: 3 clusters Score -5087676 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -5087907.000000 Penalty: 3451.526855
	Iteration 17Q: 3 clusters Score -5087907 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -5088111.000000 Penalty: 3451.526855
	Iteration 18Q: 3 clusters Score -5088111 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -5088267.000000 Penalty: 3451.526855
	Iteration 19Q: 3 clusters Score -5088267 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -5088398.500000 Penalty: 3451.526855
	Iteration 20F: 3 clusters Score -5088398 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5088529.500000 Penalty: 3451.526855
	Iteration 21Q: 3 clusters Score -5088530 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5088627.000000 Penalty: 3451.526855
	Iteration 22Q: 3 clusters Score -5088627 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5088768.000000 Penalty: 3451.526855
	Iteration 23Q: 3 clusters Score -5088768 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5088892.500000 Penalty: 3451.526855
	Iteration 24Q: 3 clusters Score -5088892 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5088991.000000 Penalty: 3451.526855
	Iteration 25Q: 3 clusters Score -5088991 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5089078.000000 Penalty: 3451.526855
	Iteration 26Q: 3 clusters Score -5089078 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5089169.000000 Penalty: 3451.526855
	Iteration 27Q: 3 clusters Score -5089169 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5089222.000000 Penalty: 3451.526855
	Iteration 28Q: 3 clusters Score -5089222 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5089288.000000 Penalty: 3451.526855
	Iteration 29Q: 3 clusters Score -5089288 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5089354.000000 Penalty: 3451.526855
	Iteration 30Q: 3 clusters Score -5089354 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5089433.500000 Penalty: 3451.526855
	Iteration 31Q: 3 clusters Score -5089434 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5089458.000000 Penalty: 3451.526855
	Iteration 32Q: 3 clusters Score -5089458 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5089496.000000 Penalty: 3451.526855
	Iteration 33Q: 3 clusters Score -5089496 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5089530.000000 Penalty: 3451.526855
	Iteration 34Q: 3 clusters Score -5089530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5089566.500000 Penalty: 3451.526855
	Iteration 35Q: 3 clusters Score -5089566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5089585.000000 Penalty: 3451.526855
	Iteration 36Q: 3 clusters Score -5089585 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5089609.000000 Penalty: 3451.526855
	Iteration 37Q: 3 clusters Score -5089609 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5089627.500000 Penalty: 3451.526855
	Iteration 38Q: 3 clusters Score -5089628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5089650.500000 Penalty: 3451.526855
	Iteration 39Q: 3 clusters Score -5089650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5089653.500000 Penalty: 3451.526855
	Iteration 40F: 3 clusters Score -5089654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5089657.000000 Penalty: 3451.526855
	Iteration 41Q: 3 clusters Score -5089657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5089669.000000 Penalty: 3451.526855
	Iteration 42Q: 3 clusters Score -5089669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5089681.000000 Penalty: 3451.526855
	Iteration 43Q: 3 clusters Score -5089681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5089684.500000 Penalty: 3451.526855
	Iteration 44Q: 3 clusters Score -5089684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5089694.000000 Penalty: 3451.526855
	Iteration 45Q: 3 clusters Score -5089694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5089700.000000 Penalty: 3451.526855
	Iteration 46Q: 3 clusters Score -5089700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5089701.000000 Penalty: 3451.526855
	Iteration 47Q: 3 clusters Score -5089701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5089705.500000 Penalty: 3451.526855
	Iteration 48Q: 3 clusters Score -5089706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5089711.000000 Penalty: 3451.526855
	Iteration 49Q: 3 clusters Score -5089711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5089708.500000 Penalty: 3451.526855
	Iteration 50Q: 3 clusters Score -5089708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5089709.000000 Penalty: 3451.526855
	Iteration 51Q: 3 clusters Score -5089709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5089709.000000 Penalty: 3451.526855
	Iteration 52F: 3 clusters Score -5089709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Entering Unmasked Estep 
Score: -6459580.500000 Penalty: 1764.114746
	Iteration 0F: 2 clusters Score -6459580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -6424892.500000 Penalty: 3528.229492
	Iteration 0F: 3 clusters Score -6424892 nChanged 24440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -6438968.500000 Penalty: 3528.229492
	Iteration 1F: 3 clusters Score -6438968 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -6439624.500000 Penalty: 3528.229492
	Iteration 2Q: 3 clusters Score -6439624 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -6440438.000000 Penalty: 3528.229492
	Iteration 3Q: 3 clusters Score -6440438 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -6441575.500000 Penalty: 3528.229492
	Iteration 4Q: 3 clusters Score -6441576 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -6443401.500000 Penalty: 3528.229492
	Iteration 5F: 3 clusters Score -6443402 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -6446059.000000 Penalty: 3528.229492
	Iteration 6F: 3 clusters Score -6446059 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -6449311.000000 Penalty: 3528.229492
	Iteration 7F: 3 clusters Score -6449311 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -6452291.500000 Penalty: 3528.229492
	Iteration 8F: 3 clusters Score -6452292 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -6454297.500000 Penalty: 3528.229492
	Iteration 9Q: 3 clusters Score -6454298 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -6455434.000000 Penalty: 3528.229492
	Iteration 10Q: 3 clusters Score -6455434 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -6456067.500000 Penalty: 3528.229492
	Iteration 11Q: 3 clusters Score -6456068 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -6456531.000000 Penalty: 3528.229492
	Iteration 12Q: 3 clusters Score -6456531 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -6456870.500000 Penalty: 3528.229492
	Iteration 13Q: 3 clusters Score -6456870 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -6457152.000000 Penalty: 3528.229492
	Iteration 14Q: 3 clusters Score -6457152 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6457374.500000 Penalty: 3528.229492
	Iteration 15Q: 3 clusters Score -6457374 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6457535.000000 Penalty: 3528.229492
	Iteration 16Q: 3 clusters Score -6457535 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6457642.000000 Penalty: 3528.229492
	Iteration 17Q: 3 clusters Score -6457642 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -6457753.000000 Penalty: 3528.229492
	Iteration 18Q: 3 clusters Score -6457753 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6457830.000000 Penalty: 3528.229492
	Iteration 19Q: 3 clusters Score -6457830 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6457898.000000 Penalty: 3528.229492
	Iteration 20F: 3 clusters Score -6457898 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6457958.000000 Penalty: 3528.229492
	Iteration 21Q: 3 clusters Score -6457958 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6457998.500000 Penalty: 3528.229492
	Iteration 22Q: 3 clusters Score -6457998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6458022.500000 Penalty: 3528.229492
	Iteration 23Q: 3 clusters Score -6458022 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6458057.000000 Penalty: 3528.229492
	Iteration 24Q: 3 clusters Score -6458057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6458074.000000 Penalty: 3528.229492
	Iteration 25Q: 3 clusters Score -6458074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6458079.500000 Penalty: 3528.229492
	Iteration 26Q: 3 clusters Score -6458080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6458091.000000 Penalty: 3528.229492
	Iteration 27Q: 3 clusters Score -6458091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6458105.000000 Penalty: 3528.229492
	Iteration 28Q: 3 clusters Score -6458105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6458110.000000 Penalty: 3528.229492
	Iteration 29Q: 3 clusters Score -6458110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6458117.500000 Penalty: 3528.229492
	Iteration 30Q: 3 clusters Score -6458118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6458115.500000 Penalty: 3528.229492
	Iteration 31Q: 3 clusters Score -6458116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6458114.500000 Penalty: 3528.229492
	Iteration 32Q: 3 clusters Score -6458114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6458111.500000 Penalty: 3528.229492
	Iteration 33Q: 3 clusters Score -6458112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6458110.500000 Penalty: 3528.229492
	Iteration 34Q: 3 clusters Score -6458110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6458118.000000 Penalty: 3528.229492
	Iteration 35Q: 3 clusters Score -6458118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6458122.000000 Penalty: 3528.229492
	Iteration 36Q: 3 clusters Score -6458122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6458123.000000 Penalty: 3528.229492
	Iteration 37Q: 3 clusters Score -6458123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6458125.000000 Penalty: 3528.229492
	Iteration 38Q: 3 clusters Score -6458125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6458127.000000 Penalty: 3528.229492
	Iteration 39Q: 3 clusters Score -6458127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6458128.000000 Penalty: 3528.229492
	Iteration 40F: 3 clusters Score -6458128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -81312.328125 Penalty: 1056.215332
	Iteration 0F: 2 clusters Score -81312.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -80124.218750 Penalty: 2112.430664
	Iteration 0F: 3 clusters Score -80124.22 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -80278.210938 Penalty: 2112.430664
	Iteration 1F: 3 clusters Score -80278.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -80319.328125 Penalty: 2112.430664
	Iteration 2Q: 3 clusters Score -80319.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80341.539062 Penalty: 2112.430664
	Iteration 3Q: 3 clusters Score -80341.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -80356.164062 Penalty: 2112.430664
	Iteration 4Q: 3 clusters Score -80356.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80360.726562 Penalty: 2112.430664
	Iteration 5Q: 3 clusters Score -80360.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80363.109375 Penalty: 2112.430664
	Iteration 6Q: 3 clusters Score -80363.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80364.398438 Penalty: 2112.430664
	Iteration 7Q: 3 clusters Score -80364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80366.500000 Penalty: 2112.430664
	Iteration 8Q: 3 clusters Score -80366.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80367.554688 Penalty: 2112.430664
	Iteration 9Q: 3 clusters Score -80367.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80368.578125 Penalty: 2112.430664
	Iteration 10Q: 3 clusters Score -80368.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80368.578125 Penalty: 2112.430664
	Iteration 11F: 3 clusters Score -80368.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Entering Unmasked Estep 
Score: -764940.062500 Penalty: 1416.543457
	Iteration 0F: 2 clusters Score -764940.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -760261.312500 Penalty: 2833.086914
	Iteration 0F: 3 clusters Score -760261.3 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -761580.437500 Penalty: 2833.086914
	Iteration 1F: 3 clusters Score -761580.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -761763.312500 Penalty: 2833.086914
	Iteration 2F: 3 clusters Score -761763.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -761899.250000 Penalty: 2833.086914
	Iteration 3F: 3 clusters Score -761899.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -762007.062500 Penalty: 2833.086914
	Iteration 4Q: 3 clusters Score -762007.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -762078.250000 Penalty: 2833.086914
	Iteration 5Q: 3 clusters Score -762078.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -762152.437500 Penalty: 2833.086914
	Iteration 6Q: 3 clusters Score -762152.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -762242.812500 Penalty: 2833.086914
	Iteration 7Q: 3 clusters Score -762242.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -762345.937500 Penalty: 2833.086914
	Iteration 8Q: 3 clusters Score -762345.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -762447.687500 Penalty: 2833.086914
	Iteration 9Q: 3 clusters Score -762447.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -762556.375000 Penalty: 2833.086914
	Iteration 10Q: 3 clusters Score -762556.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -762698.375000 Penalty: 2833.086914
	Iteration 11Q: 3 clusters Score -762698.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -762877.625000 Penalty: 2833.086914
	Iteration 12Q: 3 clusters Score -762877.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -763068.812500 Penalty: 2833.086914
	Iteration 13Q: 3 clusters Score -763068.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -763240.187500 Penalty: 2833.086914
	Iteration 14Q: 3 clusters Score -763240.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -763361.687500 Penalty: 2833.086914
	Iteration 15Q: 3 clusters Score -763361.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -763448.062500 Penalty: 2833.086914
	Iteration 16Q: 3 clusters Score -763448.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -763515.500000 Penalty: 2833.086914
	Iteration 17Q: 3 clusters Score -763515.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -763564.187500 Penalty: 2833.086914
	Iteration 18Q: 3 clusters Score -763564.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -763606.312500 Penalty: 2833.086914
	Iteration 19Q: 3 clusters Score -763606.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -763626.625000 Penalty: 2833.086914
	Iteration 20F: 3 clusters Score -763626.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -763645.187500 Penalty: 2833.086914
	Iteration 21Q: 3 clusters Score -763645.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -763657.687500 Penalty: 2833.086914
	Iteration 22Q: 3 clusters Score -763657.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -763671.437500 Penalty: 2833.086914
	Iteration 23Q: 3 clusters Score -763671.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -763681.062500 Penalty: 2833.086914
	Iteration 24Q: 3 clusters Score -763681.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -763684.750000 Penalty: 2833.086914
	Iteration 25Q: 3 clusters Score -763684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -763691.562500 Penalty: 2833.086914
	Iteration 26Q: 3 clusters Score -763691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -763692.750000 Penalty: 2833.086914
	Iteration 27Q: 3 clusters Score -763692.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -763696.500000 Penalty: 2833.086914
	Iteration 28Q: 3 clusters Score -763696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -763697.250000 Penalty: 2833.086914
	Iteration 29Q: 3 clusters Score -763697.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -763697.250000 Penalty: 2833.086914
	Iteration 30F: 3 clusters Score -763697.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4351 members 
Mstep: Class 5 contains 34474 members 
Mstep: Class 6 contains 74935 members 
Mstep: Class 9 contains 55429 members 
Mstep: Class 10 contains 71559 members 
Mstep: Class 11 contains 82186 members 
Mstep: Class 12 contains 69115 members 
Mstep: Class 13 contains 148 members 
Mstep: Class 14 contains 42145 members 
Mstep: Class 16 contains 40949 members 
Mstep: Class 17 contains 51849 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6107 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 399Q: 16 clusters Score -7.557357e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 3 contains 81058 members 
Mstep: Class 5 contains 34472 members 
Mstep: Class 6 contains 74953 members 
Mstep: Class 9 contains 55469 members 
Mstep: Class 10 contains 71303 members 
Mstep: Class 11 contains 82273 members 
Mstep: Class 12 contains 69121 members 
Mstep: Class 13 contains 312 members 
Mstep: Class 14 contains 42159 members 
Mstep: Class 16 contains 40947 members 
Mstep: Class 17 contains 51882 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6102 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 400F: 16 clusters Score -7.557526e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 81034 members 
Mstep: Class 5 contains 34488 members 
Mstep: Class 6 contains 74962 members 
Mstep: Class 9 contains 55530 members 
Mstep: Class 10 contains 71141 members 
Mstep: Class 11 contains 82291 members 
Mstep: Class 12 contains 69142 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42173 members 
Mstep: Class 16 contains 40951 members 
Mstep: Class 17 contains 51902 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6100 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 401Q: 16 clusters Score -7.557534e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4359 members 
Mstep: Class 3 contains 80994 members 
Mstep: Class 5 contains 34476 members 
Mstep: Class 6 contains 74950 members 
Mstep: Class 9 contains 55595 members 
Mstep: Class 10 contains 71071 members 
Mstep: Class 11 contains 82304 members 
Mstep: Class 12 contains 69149 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42186 members 
Mstep: Class 16 contains 40957 members 
Mstep: Class 17 contains 51921 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6097 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 402Q: 16 clusters Score -7.557533e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4357 members 
Mstep: Class 3 contains 80952 members 
Mstep: Class 5 contains 34476 members 
Mstep: Class 6 contains 74941 members 
Mstep: Class 9 contains 55651 members 
Mstep: Class 10 contains 70987 members 
Mstep: Class 11 contains 82346 members 
Mstep: Class 12 contains 69154 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42191 members 
Mstep: Class 16 contains 40959 members 
Mstep: Class 17 contains 51944 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6094 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 403Q: 16 clusters Score -7.557527e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4352 members 
Mstep: Class 3 contains 80911 members 
Mstep: Class 5 contains 34461 members 
Mstep: Class 6 contains 74939 members 
Mstep: Class 9 contains 55687 members 
Mstep: Class 10 contains 70924 members 
Mstep: Class 11 contains 82423 members 
Mstep: Class 12 contains 69147 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42190 members 
Mstep: Class 16 contains 40961 members 
Mstep: Class 17 contains 51974 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 404Q: 16 clusters Score -7.557543e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4332 members 
Mstep: Class 3 contains 80854 members 
Mstep: Class 5 contains 34456 members 
Mstep: Class 6 contains 74937 members 
Mstep: Class 9 contains 55736 members 
Mstep: Class 10 contains 70836 members 
Mstep: Class 11 contains 82499 members 
Mstep: Class 12 contains 69145 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42193 members 
Mstep: Class 16 contains 40967 members 
Mstep: Class 17 contains 52017 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6064 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 405Q: 16 clusters Score -7.557536e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4339 members 
Mstep: Class 3 contains 80781 members 
Mstep: Class 5 contains 34440 members 
Mstep: Class 6 contains 74924 members 
Mstep: Class 9 contains 55790 members 
Mstep: Class 10 contains 70781 members 
Mstep: Class 11 contains 82566 members 
Mstep: Class 12 contains 69140 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42192 members 
Mstep: Class 16 contains 40967 members 
Mstep: Class 17 contains 52062 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6050 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 406Q: 16 clusters Score -7.557517e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4345 members 
Mstep: Class 3 contains 80730 members 
Mstep: Class 5 contains 34417 members 
Mstep: Class 6 contains 74908 members 
Mstep: Class 9 contains 55847 members 
Mstep: Class 10 contains 70722 members 
Mstep: Class 11 contains 82659 members 
Mstep: Class 12 contains 69131 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42201 members 
Mstep: Class 16 contains 40952 members 
Mstep: Class 17 contains 52086 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6030 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 407Q: 16 clusters Score -7.55753e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 4344 members 
Mstep: Class 3 contains 80670 members 
Mstep: Class 5 contains 34407 members 
Mstep: Class 6 contains 74898 members 
Mstep: Class 9 contains 55910 members 
Mstep: Class 10 contains 70668 members 
Mstep: Class 11 contains 82715 members 
Mstep: Class 12 contains 69119 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42214 members 
Mstep: Class 16 contains 40942 members 
Mstep: Class 17 contains 52121 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575256.000000 Penalty: 32515.083984
Iteration 408Q: 16 clusters Score -7.557526e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 4346 members 
Mstep: Class 3 contains 80621 members 
Mstep: Class 5 contains 34388 members 
Mstep: Class 6 contains 74889 members 
Mstep: Class 9 contains 55982 members 
Mstep: Class 10 contains 70605 members 
Mstep: Class 11 contains 82775 members 
Mstep: Class 12 contains 69100 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42226 members 
Mstep: Class 16 contains 40930 members 
Mstep: Class 17 contains 52153 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 6001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575280.000000 Penalty: 32515.083984
Iteration 409Q: 16 clusters Score -7.557528e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4339 members 
Mstep: Class 3 contains 80569 members 
Mstep: Class 5 contains 34373 members 
Mstep: Class 6 contains 74882 members 
Mstep: Class 9 contains 56068 members 
Mstep: Class 10 contains 70518 members 
Mstep: Class 11 contains 82821 members 
Mstep: Class 12 contains 69095 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42250 members 
Mstep: Class 16 contains 40915 members 
Mstep: Class 17 contains 52192 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575112.000000 Penalty: 32515.083984
Iteration 410Q: 16 clusters Score -7.557511e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4340 members 
Mstep: Class 3 contains 80535 members 
Mstep: Class 5 contains 34362 members 
Mstep: Class 6 contains 74894 members 
Mstep: Class 9 contains 56140 members 
Mstep: Class 10 contains 70434 members 
Mstep: Class 11 contains 82852 members 
Mstep: Class 12 contains 69080 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42267 members 
Mstep: Class 16 contains 40906 members 
Mstep: Class 17 contains 52217 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575000.000000 Penalty: 32515.083984
Iteration 411Q: 16 clusters Score -7.5575e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4349 members 
Mstep: Class 3 contains 80517 members 
Mstep: Class 5 contains 34333 members 
Mstep: Class 6 contains 74905 members 
Mstep: Class 9 contains 56197 members 
Mstep: Class 10 contains 70308 members 
Mstep: Class 11 contains 82902 members 
Mstep: Class 12 contains 69083 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42296 members 
Mstep: Class 16 contains 40895 members 
Mstep: Class 17 contains 52247 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574904.000000 Penalty: 32515.083984
Iteration 412Q: 16 clusters Score -7.55749e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4369 members 
Mstep: Class 3 contains 80513 members 
Mstep: Class 5 contains 34309 members 
Mstep: Class 6 contains 74920 members 
Mstep: Class 9 contains 56267 members 
Mstep: Class 10 contains 70177 members 
Mstep: Class 11 contains 82937 members 
Mstep: Class 12 contains 69075 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42315 members 
Mstep: Class 16 contains 40885 members 
Mstep: Class 17 contains 52277 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574776.000000 Penalty: 32515.083984
Iteration 413Q: 16 clusters Score -7.557478e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4391 members 
Mstep: Class 3 contains 80500 members 
Mstep: Class 5 contains 34250 members 
Mstep: Class 6 contains 74933 members 
Mstep: Class 9 contains 56355 members 
Mstep: Class 10 contains 70046 members 
Mstep: Class 11 contains 83011 members 
Mstep: Class 12 contains 69059 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42327 members 
Mstep: Class 16 contains 40883 members 
Mstep: Class 17 contains 52304 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5935 members 
Entering Unmasked Estep 
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Score: -75574712.000000 Penalty: 32515.083984
Iteration 414Q: 16 clusters Score -7.557471e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 4420 members 
Mstep: Class 3 contains 80474 members 
Mstep: Class 5 contains 34174 members 
Mstep: Class 6 contains 74931 members 
Mstep: Class 9 contains 56425 members 
Mstep: Class 10 contains 69945 members 
Mstep: Class 11 contains 83073 members 
Mstep: Class 12 contains 69056 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42336 members 
Mstep: Class 16 contains 40882 members 
Mstep: Class 17 contains 52351 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574872.000000 Penalty: 32515.083984
Iteration 415Q: 16 clusters Score -7.557487e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 80459 members 
Mstep: Class 5 contains 34104 members 
Mstep: Class 6 contains 74913 members 
Mstep: Class 9 contains 56500 members 
Mstep: Class 10 contains 69857 members 
Mstep: Class 11 contains 83158 members 
Mstep: Class 12 contains 69047 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42356 members 
Mstep: Class 16 contains 40868 members 
Mstep: Class 17 contains 52387 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5893 members 
Entering Unmasked Estep 
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Iteration 416Q: 16 clusters Score -7.557489e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 3 contains 80441 members 
Mstep: Class 5 contains 34044 members 
Mstep: Class 6 contains 74904 members 
Mstep: Class 9 contains 56589 members 
Mstep: Class 10 contains 69741 members 
Mstep: Class 11 contains 83259 members 
Mstep: Class 12 contains 69038 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42368 members 
Mstep: Class 16 contains 40846 members 
Mstep: Class 17 contains 52423 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5867 members 
Entering Unmasked Estep 
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Iteration 417Q: 16 clusters Score -7.55748e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4478 members 
Mstep: Class 3 contains 80403 members 
Mstep: Class 5 contains 33982 members 
Mstep: Class 6 contains 74903 members 
Mstep: Class 9 contains 56684 members 
Mstep: Class 10 contains 69645 members 
Mstep: Class 11 contains 83353 members 
Mstep: Class 12 contains 69037 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42376 members 
Mstep: Class 16 contains 40825 members 
Mstep: Class 17 contains 52446 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5837 members 
Entering Unmasked Estep 
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Iteration 418Q: 16 clusters Score -7.557472e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4506 members 
Mstep: Class 3 contains 80373 members 
Mstep: Class 5 contains 33894 members 
Mstep: Class 6 contains 74900 members 
Mstep: Class 9 contains 56822 members 
Mstep: Class 10 contains 69541 members 
Mstep: Class 11 contains 83424 members 
Mstep: Class 12 contains 69030 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42386 members 
Mstep: Class 16 contains 40820 members 
Mstep: Class 17 contains 52454 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5814 members 
Entering Unmasked Estep 
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Iteration 419Q: 16 clusters Score -7.557483e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4533 members 
Mstep: Class 3 contains 80300 members 
Mstep: Class 5 contains 33808 members 
Mstep: Class 6 contains 74907 members 
Mstep: Class 9 contains 56963 members 
Mstep: Class 10 contains 69448 members 
Mstep: Class 11 contains 83527 members 
Mstep: Class 12 contains 69016 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42395 members 
Mstep: Class 16 contains 40817 members 
Mstep: Class 17 contains 52466 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5781 members 
Entering Unmasked Estep 
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Iteration 420F: 16 clusters Score -7.557491e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4545 members 
Mstep: Class 3 contains 80235 members 
Mstep: Class 5 contains 33700 members 
Mstep: Class 6 contains 74923 members 
Mstep: Class 9 contains 57125 members 
Mstep: Class 10 contains 69301 members 
Mstep: Class 11 contains 83693 members 
Mstep: Class 12 contains 69002 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42404 members 
Mstep: Class 16 contains 40804 members 
Mstep: Class 17 contains 52481 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5747 members 
Entering Unmasked Estep 
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Iteration 421Q: 16 clusters Score -7.557462e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4547 members 
Mstep: Class 3 contains 80175 members 
Mstep: Class 5 contains 33580 members 
Mstep: Class 6 contains 74936 members 
Mstep: Class 9 contains 57315 members 
Mstep: Class 10 contains 69148 members 
Mstep: Class 11 contains 83858 members 
Mstep: Class 12 contains 68985 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42414 members 
Mstep: Class 16 contains 40803 members 
Mstep: Class 17 contains 52480 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5717 members 
Entering Unmasked Estep 
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Iteration 422Q: 16 clusters Score -7.557478e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4542 members 
Mstep: Class 3 contains 80124 members 
Mstep: Class 5 contains 33448 members 
Mstep: Class 6 contains 74955 members 
Mstep: Class 9 contains 57514 members 
Mstep: Class 10 contains 69012 members 
Mstep: Class 11 contains 84008 members 
Mstep: Class 12 contains 68962 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42424 members 
Mstep: Class 16 contains 40785 members 
Mstep: Class 17 contains 52492 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5694 members 
Entering Unmasked Estep 
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Iteration 423Q: 16 clusters Score -7.557461e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4551 members 
Mstep: Class 3 contains 80031 members 
Mstep: Class 5 contains 33297 members 
Mstep: Class 6 contains 74993 members 
Mstep: Class 9 contains 57710 members 
Mstep: Class 10 contains 68858 members 
Mstep: Class 11 contains 84197 members 
Mstep: Class 12 contains 68935 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42434 members 
Mstep: Class 16 contains 40775 members 
Mstep: Class 17 contains 52512 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5668 members 
Entering Unmasked Estep 
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Score: -75574512.000000 Penalty: 32515.083984
Iteration 424Q: 16 clusters Score -7.557451e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4548 members 
Mstep: Class 3 contains 79954 members 
Mstep: Class 5 contains 33154 members 
Mstep: Class 6 contains 75040 members 
Mstep: Class 9 contains 57917 members 
Mstep: Class 10 contains 68701 members 
Mstep: Class 11 contains 84320 members 
Mstep: Class 12 contains 68932 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42446 members 
Mstep: Class 16 contains 40765 members 
Mstep: Class 17 contains 52527 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574392.000000 Penalty: 32515.083984
Iteration 425Q: 16 clusters Score -7.557439e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4543 members 
Mstep: Class 3 contains 79895 members 
Mstep: Class 5 contains 32982 members 
Mstep: Class 6 contains 75062 members 
Mstep: Class 9 contains 58123 members 
Mstep: Class 10 contains 68566 members 
Mstep: Class 11 contains 84462 members 
Mstep: Class 12 contains 68930 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42457 members 
Mstep: Class 16 contains 40757 members 
Mstep: Class 17 contains 52558 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574336.000000 Penalty: 32515.083984
Iteration 426Q: 16 clusters Score -7.557434e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4507 members 
Mstep: Class 3 contains 79851 members 
Mstep: Class 5 contains 32809 members 
Mstep: Class 6 contains 75086 members 
Mstep: Class 9 contains 58341 members 
Mstep: Class 10 contains 68403 members 
Mstep: Class 11 contains 84588 members 
Mstep: Class 12 contains 68919 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42481 members 
Mstep: Class 16 contains 40766 members 
Mstep: Class 17 contains 52612 members 
Mstep: Class 21 contains 664 members 
Mstep: Class 22 contains 5617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574600.000000 Penalty: 32515.083984
Iteration 427Q: 16 clusters Score -7.55746e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 79758 members 
Mstep: Class 5 contains 32649 members 
Mstep: Class 6 contains 75124 members 
Mstep: Class 9 contains 58579 members 
Mstep: Class 10 contains 68260 members 
Mstep: Class 11 contains 84635 members 
Mstep: Class 12 contains 68919 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42511 members 
Mstep: Class 16 contains 40773 members 
Mstep: Class 17 contains 52691 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 5600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574736.000000 Penalty: 32515.083984
Iteration 428Q: 16 clusters Score -7.557474e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4440 members 
Mstep: Class 3 contains 79697 members 
Mstep: Class 5 contains 32473 members 
Mstep: Class 6 contains 75150 members 
Mstep: Class 9 contains 58800 members 
Mstep: Class 10 contains 68090 members 
Mstep: Class 11 contains 84756 members 
Mstep: Class 12 contains 68934 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42544 members 
Mstep: Class 16 contains 40783 members 
Mstep: Class 17 contains 52744 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 5574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574752.000000 Penalty: 32515.083984
Iteration 429Q: 16 clusters Score -7.557475e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 79650 members 
Mstep: Class 5 contains 32271 members 
Mstep: Class 6 contains 75179 members 
Mstep: Class 9 contains 59000 members 
Mstep: Class 10 contains 67992 members 
Mstep: Class 11 contains 84871 members 
Mstep: Class 12 contains 68953 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42573 members 
Mstep: Class 16 contains 40792 members 
Mstep: Class 17 contains 52792 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 5537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574600.000000 Penalty: 32515.083984
Iteration 430Q: 16 clusters Score -7.55746e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4333 members 
Mstep: Class 3 contains 79641 members 
Mstep: Class 5 contains 32085 members 
Mstep: Class 6 contains 75216 members 
Mstep: Class 9 contains 59188 members 
Mstep: Class 10 contains 67891 members 
Mstep: Class 11 contains 84930 members 
Mstep: Class 12 contains 68959 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42616 members 
Mstep: Class 16 contains 40796 members 
Mstep: Class 17 contains 52844 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 5502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574776.000000 Penalty: 32515.083984
Iteration 431Q: 16 clusters Score -7.557478e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4290 members 
Mstep: Class 3 contains 79592 members 
Mstep: Class 5 contains 31874 members 
Mstep: Class 6 contains 75268 members 
Mstep: Class 9 contains 59418 members 
Mstep: Class 10 contains 67765 members 
Mstep: Class 11 contains 84968 members 
Mstep: Class 12 contains 68991 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42666 members 
Mstep: Class 16 contains 40803 members 
Mstep: Class 17 contains 52904 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 5476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574760.000000 Penalty: 32515.083984
Iteration 432Q: 16 clusters Score -7.557476e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 79547 members 
Mstep: Class 5 contains 31663 members 
Mstep: Class 6 contains 75318 members 
Mstep: Class 9 contains 59625 members 
Mstep: Class 10 contains 67661 members 
Mstep: Class 11 contains 84934 members 
Mstep: Class 12 contains 69029 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42723 members 
Mstep: Class 16 contains 40814 members 
Mstep: Class 17 contains 53019 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 5441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574680.000000 Penalty: 32515.083984
Iteration 433Q: 16 clusters Score -7.557468e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 79556 members 
Mstep: Class 5 contains 31440 members 
Mstep: Class 6 contains 75372 members 
Mstep: Class 9 contains 59824 members 
Mstep: Class 10 contains 67610 members 
Mstep: Class 11 contains 84815 members 
Mstep: Class 12 contains 69049 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42760 members 
Mstep: Class 16 contains 40838 members 
Mstep: Class 17 contains 53151 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574688.000000 Penalty: 32515.083984
Iteration 434Q: 16 clusters Score -7.557469e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 79521 members 
Mstep: Class 5 contains 31238 members 
Mstep: Class 6 contains 75421 members 
Mstep: Class 9 contains 60002 members 
Mstep: Class 10 contains 67553 members 
Mstep: Class 11 contains 84700 members 
Mstep: Class 12 contains 69074 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42811 members 
Mstep: Class 16 contains 40871 members 
Mstep: Class 17 contains 53279 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 5373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574632.000000 Penalty: 32515.083984
Iteration 435Q: 16 clusters Score -7.557463e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4248 members 
Mstep: Class 3 contains 79511 members 
Mstep: Class 5 contains 31060 members 
Mstep: Class 6 contains 75466 members 
Mstep: Class 9 contains 60160 members 
Mstep: Class 10 contains 67535 members 
Mstep: Class 11 contains 84524 members 
Mstep: Class 12 contains 69085 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42870 members 
Mstep: Class 16 contains 40901 members 
Mstep: Class 17 contains 53413 members 
Mstep: Class 21 contains 670 members 
Mstep: Class 22 contains 5349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574792.000000 Penalty: 32515.083984
Iteration 436Q: 16 clusters Score -7.557479e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 4257 members 
Mstep: Class 3 contains 79520 members 
Mstep: Class 5 contains 30880 members 
Mstep: Class 6 contains 75492 members 
Mstep: Class 9 contains 60356 members 
Mstep: Class 10 contains 67529 members 
Mstep: Class 11 contains 84362 members 
Mstep: Class 12 contains 69082 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42908 members 
Mstep: Class 16 contains 40918 members 
Mstep: Class 17 contains 53522 members 
Mstep: Class 21 contains 670 members 
Mstep: Class 22 contains 5327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574744.000000 Penalty: 32515.083984
Iteration 437Q: 16 clusters Score -7.557474e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4257 members 
Mstep: Class 3 contains 79550 members 
Mstep: Class 5 contains 30709 members 
Mstep: Class 6 contains 75539 members 
Mstep: Class 9 contains 60534 members 
Mstep: Class 10 contains 67506 members 
Mstep: Class 11 contains 84160 members 
Mstep: Class 12 contains 69093 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 42959 members 
Mstep: Class 16 contains 40933 members 
Mstep: Class 17 contains 53634 members 
Mstep: Class 21 contains 670 members 
Mstep: Class 22 contains 5303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574584.000000 Penalty: 32515.083984
Iteration 438Q: 16 clusters Score -7.557458e+07 nChanged 1605
Entering ConstructFrom: 
Score: -75574584.000000 Penalty: 32515.083984
Entering ConstructFrom: 
Trying to split cluster 1 (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: -706293.187500 Penalty: 1415.154053
	Iteration 0F: 2 clusters Score -706293.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -701726.187500 Penalty: 2830.308105
	Iteration 0F: 3 clusters Score -701726.2 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -703128.750000 Penalty: 2830.308105
	Iteration 1F: 3 clusters Score -703128.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -703432.687500 Penalty: 2830.308105
	Iteration 2F: 3 clusters Score -703432.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -703886.812500 Penalty: 2830.308105
	Iteration 3F: 3 clusters Score -703886.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -704572.187500 Penalty: 2830.308105
	Iteration 4F: 3 clusters Score -704572.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -705336.125000 Penalty: 2830.308105
	Iteration 5F: 3 clusters Score -705336.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -705939.750000 Penalty: 2830.308105
	Iteration 6F: 3 clusters Score -705939.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -706253.062500 Penalty: 2830.308105
	Iteration 7F: 3 clusters Score -706253.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -706401.250000 Penalty: 2830.308105
	Iteration 8Q: 3 clusters Score -706401.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -706480.812500 Penalty: 2830.308105
	Iteration 9Q: 3 clusters Score -706480.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -706534.375000 Penalty: 2830.308105
	Iteration 10Q: 3 clusters Score -706534.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -706577.437500 Penalty: 2830.308105
	Iteration 11Q: 3 clusters Score -706577.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -706617.937500 Penalty: 2830.308105
	Iteration 12Q: 3 clusters Score -706617.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -706644.687500 Penalty: 2830.308105
	Iteration 13Q: 3 clusters Score -706644.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -706667.062500 Penalty: 2830.308105
	Iteration 14Q: 3 clusters Score -706667.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -706683.437500 Penalty: 2830.308105
	Iteration 15Q: 3 clusters Score -706683.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -706695.187500 Penalty: 2830.308105
	Iteration 16Q: 3 clusters Score -706695.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -706705.437500 Penalty: 2830.308105
	Iteration 17Q: 3 clusters Score -706705.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -706714.687500 Penalty: 2830.308105
	Iteration 18Q: 3 clusters Score -706714.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -706720.125000 Penalty: 2830.308105
	Iteration 19Q: 3 clusters Score -706720.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -706723.937500 Penalty: 2830.308105
	Iteration 20F: 3 clusters Score -706723.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -706729.312500 Penalty: 2830.308105
	Iteration 21Q: 3 clusters Score -706729.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -706733.312500 Penalty: 2830.308105
	Iteration 22Q: 3 clusters Score -706733.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -706738.500000 Penalty: 2830.308105
	Iteration 23Q: 3 clusters Score -706738.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -706741.812500 Penalty: 2830.308105
	Iteration 24Q: 3 clusters Score -706741.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -706746.000000 Penalty: 2830.308105
	Iteration 25Q: 3 clusters Score -706746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -706746.312500 Penalty: 2830.308105
	Iteration 26Q: 3 clusters Score -706746.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -706748.437500 Penalty: 2830.308105
	Iteration 27Q: 3 clusters Score -706748.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -706749.687500 Penalty: 2830.308105
	Iteration 28Q: 3 clusters Score -706749.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -706750.500000 Penalty: 2830.308105
	Iteration 29Q: 3 clusters Score -706750.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -706750.812500 Penalty: 2830.308105
	Iteration 30Q: 3 clusters Score -706750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -706751.875000 Penalty: 2830.308105
	Iteration 31Q: 3 clusters Score -706751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -706752.437500 Penalty: 2830.308105
	Iteration 32Q: 3 clusters Score -706752.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -706752.437500 Penalty: 2830.308105
	Iteration 33F: 3 clusters Score -706752.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 79584 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 30550 members 
Mstep: Class 6 contains 75576 members 
Mstep: Class 9 contains 60643 members 
Mstep: Class 10 contains 67482 members 
Mstep: Class 11 contains 83963 members 
Mstep: Class 12 contains 69124 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43014 members 
Mstep: Class 16 contains 40962 members 
Mstep: Class 17 contains 53748 members 
Mstep: Class 21 contains 670 members 
Mstep: Class 22 contains 5284 members 
Entering Unmasked Estep 
Score: -75574016.000000 Penalty: 34682.753906
Splitting cluster 1 changes total score from -75574584.000000 to -75574016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Entering Unmasked Estep 
Score: -529332.500000 Penalty: 1358.283325
	Iteration 0F: 2 clusters Score -529332.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -525789.500000 Penalty: 2716.566650
	Iteration 0F: 3 clusters Score -525789.5 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -526729.375000 Penalty: 2716.566650
	Iteration 1F: 3 clusters Score -526729.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -526876.875000 Penalty: 2716.566650
	Iteration 2F: 3 clusters Score -526876.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -526961.875000 Penalty: 2716.566650
	Iteration 3Q: 3 clusters Score -526961.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -527018.187500 Penalty: 2716.566650
	Iteration 4Q: 3 clusters Score -527018.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -527058.375000 Penalty: 2716.566650
	Iteration 5Q: 3 clusters Score -527058.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -527096.375000 Penalty: 2716.566650
	Iteration 6Q: 3 clusters Score -527096.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -527135.062500 Penalty: 2716.566650
	Iteration 7Q: 3 clusters Score -527135.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -527191.000000 Penalty: 2716.566650
	Iteration 8Q: 3 clusters Score -527191 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -527247.187500 Penalty: 2716.566650
	Iteration 9Q: 3 clusters Score -527247.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -527302.437500 Penalty: 2716.566650
	Iteration 10Q: 3 clusters Score -527302.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -527366.937500 Penalty: 2716.566650
	Iteration 11Q: 3 clusters Score -527366.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -527436.187500 Penalty: 2716.566650
	Iteration 12Q: 3 clusters Score -527436.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -527528.375000 Penalty: 2716.566650
	Iteration 13Q: 3 clusters Score -527528.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -527621.875000 Penalty: 2716.566650
	Iteration 14Q: 3 clusters Score -527621.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -527726.812500 Penalty: 2716.566650
	Iteration 15Q: 3 clusters Score -527726.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -527823.625000 Penalty: 2716.566650
	Iteration 16Q: 3 clusters Score -527823.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -527912.812500 Penalty: 2716.566650
	Iteration 17Q: 3 clusters Score -527912.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -527975.312500 Penalty: 2716.566650
	Iteration 18Q: 3 clusters Score -527975.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -528029.562500 Penalty: 2716.566650
	Iteration 19Q: 3 clusters Score -528029.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -528065.687500 Penalty: 2716.566650
	Iteration 20F: 3 clusters Score -528065.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -528088.812500 Penalty: 2716.566650
	Iteration 21Q: 3 clusters Score -528088.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -528105.312500 Penalty: 2716.566650
	Iteration 22Q: 3 clusters Score -528105.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -528116.687500 Penalty: 2716.566650
	Iteration 23Q: 3 clusters Score -528116.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -528126.500000 Penalty: 2716.566650
	Iteration 24Q: 3 clusters Score -528126.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -528133.500000 Penalty: 2716.566650
	Iteration 25Q: 3 clusters Score -528133.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -528139.312500 Penalty: 2716.566650
	Iteration 26Q: 3 clusters Score -528139.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -528142.875000 Penalty: 2716.566650
	Iteration 27Q: 3 clusters Score -528142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -528146.875000 Penalty: 2716.566650
	Iteration 28Q: 3 clusters Score -528146.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -528147.437500 Penalty: 2716.566650
	Iteration 29Q: 3 clusters Score -528147.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -528150.062500 Penalty: 2716.566650
	Iteration 30Q: 3 clusters Score -528150.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -528153.875000 Penalty: 2716.566650
	Iteration 31Q: 3 clusters Score -528153.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -528155.062500 Penalty: 2716.566650
	Iteration 32Q: 3 clusters Score -528155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -528155.500000 Penalty: 2716.566650
	Iteration 33Q: 3 clusters Score -528155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -528156.062500 Penalty: 2716.566650
	Iteration 34Q: 3 clusters Score -528156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -528156.062500 Penalty: 2716.566650
	Iteration 35F: 3 clusters Score -528156.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (79584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79584 members 
Entering Unmasked Estep 
Score: -9848588.000000 Penalty: 1833.742432
	Iteration 0F: 2 clusters Score -9848588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -9797801.000000 Penalty: 3667.484863
	Iteration 0F: 3 clusters Score -9797801 nChanged 37882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -9820153.000000 Penalty: 3667.484863
	Iteration 1F: 3 clusters Score -9820153 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -9821523.000000 Penalty: 3667.484863
	Iteration 2Q: 3 clusters Score -9821523 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -9823566.000000 Penalty: 3667.484863
	Iteration 3F: 3 clusters Score -9823566 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -9826598.000000 Penalty: 3667.484863
	Iteration 4F: 3 clusters Score -9826598 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -9830610.000000 Penalty: 3667.484863
	Iteration 5F: 3 clusters Score -9830610 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -9834684.000000 Penalty: 3667.484863
	Iteration 6F: 3 clusters Score -9834684 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -9837068.000000 Penalty: 3667.484863
	Iteration 7F: 3 clusters Score -9837068 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -9838190.000000 Penalty: 3667.484863
	Iteration 8Q: 3 clusters Score -9838190 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -9838641.000000 Penalty: 3667.484863
	Iteration 9Q: 3 clusters Score -9838641 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -9838963.000000 Penalty: 3667.484863
	Iteration 10Q: 3 clusters Score -9838963 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -9839228.000000 Penalty: 3667.484863
	Iteration 11Q: 3 clusters Score -9839228 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -9839580.000000 Penalty: 3667.484863
	Iteration 12Q: 3 clusters Score -9839580 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -9839972.000000 Penalty: 3667.484863
	Iteration 13Q: 3 clusters Score -9839972 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -9840281.000000 Penalty: 3667.484863
	Iteration 14Q: 3 clusters Score -9840281 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -9840631.000000 Penalty: 3667.484863
	Iteration 15Q: 3 clusters Score -9840631 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -9841057.000000 Penalty: 3667.484863
	Iteration 16Q: 3 clusters Score -9841057 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -9841463.000000 Penalty: 3667.484863
	Iteration 17Q: 3 clusters Score -9841463 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -9841820.000000 Penalty: 3667.484863
	Iteration 18Q: 3 clusters Score -9841820 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -9842226.000000 Penalty: 3667.484863
	Iteration 19Q: 3 clusters Score -9842226 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -9842607.000000 Penalty: 3667.484863
	Iteration 20F: 3 clusters Score -9842607 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -9843025.000000 Penalty: 3667.484863
	Iteration 21Q: 3 clusters Score -9843025 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -9843388.000000 Penalty: 3667.484863
	Iteration 22Q: 3 clusters Score -9843388 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 65553 members 
Entering Unmasked Estep 
Score: -9843745.000000 Penalty: 3667.484863
	Iteration 23Q: 3 clusters Score -9843745 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -9844139.000000 Penalty: 3667.484863
	Iteration 24Q: 3 clusters Score -9844139 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -9844460.000000 Penalty: 3667.484863
	Iteration 25Q: 3 clusters Score -9844460 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 68718 members 
Entering Unmasked Estep 
Score: -9844787.000000 Penalty: 3667.484863
	Iteration 26Q: 3 clusters Score -9844787 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -9845079.000000 Penalty: 3667.484863
	Iteration 27Q: 3 clusters Score -9845079 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 70793 members 
Entering Unmasked Estep 
Score: -9845313.000000 Penalty: 3667.484863
	Iteration 28Q: 3 clusters Score -9845313 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -9845582.000000 Penalty: 3667.484863
	Iteration 29Q: 3 clusters Score -9845582 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 72979 members 
Entering Unmasked Estep 
Score: -9845898.000000 Penalty: 3667.484863
	Iteration 30Q: 3 clusters Score -9845898 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 74031 members 
Entering Unmasked Estep 
Score: -9846189.000000 Penalty: 3667.484863
	Iteration 31Q: 3 clusters Score -9846189 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 75017 members 
Entering Unmasked Estep 
Score: -9846490.000000 Penalty: 3667.484863
	Iteration 32Q: 3 clusters Score -9846490 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 75920 members 
Entering Unmasked Estep 
Score: -9846803.000000 Penalty: 3667.484863
	Iteration 33Q: 3 clusters Score -9846803 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 76659 members 
Entering Unmasked Estep 
Score: -9846997.000000 Penalty: 3667.484863
	Iteration 34Q: 3 clusters Score -9846997 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 77237 members 
Entering Unmasked Estep 
Score: -9847154.000000 Penalty: 3667.484863
	Iteration 35Q: 3 clusters Score -9847154 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 77709 members 
Entering Unmasked Estep 
Score: -9847283.000000 Penalty: 3667.484863
	Iteration 36Q: 3 clusters Score -9847283 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 78048 members 
Entering Unmasked Estep 
Score: -9847340.000000 Penalty: 3667.484863
	Iteration 37Q: 3 clusters Score -9847340 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 78313 members 
Entering Unmasked Estep 
Score: -9847440.000000 Penalty: 3667.484863
	Iteration 38Q: 3 clusters Score -9847440 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 78523 members 
Entering Unmasked Estep 
Score: -9847494.000000 Penalty: 3667.484863
	Iteration 39Q: 3 clusters Score -9847494 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 78667 members 
Entering Unmasked Estep 
Score: -9847564.000000 Penalty: 3667.484863
	Iteration 40F: 3 clusters Score -9847564 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 78820 members 
Entering Unmasked Estep 
Score: -9847559.000000 Penalty: 3667.484863
	Iteration 41Q: 3 clusters Score -9847559 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 78923 members 
Entering Unmasked Estep 
Score: -9847569.000000 Penalty: 3667.484863
	Iteration 42Q: 3 clusters Score -9847569 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 79005 members 
Entering Unmasked Estep 
Score: -9847576.000000 Penalty: 3667.484863
	Iteration 43Q: 3 clusters Score -9847576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 79056 members 
Entering Unmasked Estep 
Score: -9847588.000000 Penalty: 3667.484863
	Iteration 44Q: 3 clusters Score -9847588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 79101 members 
Entering Unmasked Estep 
Score: -9847579.000000 Penalty: 3667.484863
	Iteration 45Q: 3 clusters Score -9847579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -9847606.000000 Penalty: 3667.484863
	Iteration 46Q: 3 clusters Score -9847606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 79139 members 
Entering Unmasked Estep 
Score: -9847606.000000 Penalty: 3667.484863
	Iteration 47Q: 3 clusters Score -9847606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 79146 members 
Entering Unmasked Estep 
Score: -9847618.000000 Penalty: 3667.484863
	Iteration 48Q: 3 clusters Score -9847618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -9847617.000000 Penalty: 3667.484863
	Iteration 49Q: 3 clusters Score -9847617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 79151 members 
Entering Unmasked Estep 
Score: -9847611.000000 Penalty: 3667.484863
	Iteration 50Q: 3 clusters Score -9847611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 79159 members 
Entering Unmasked Estep 
Score: -9847613.000000 Penalty: 3667.484863
	Iteration 51Q: 3 clusters Score -9847613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -9847615.000000 Penalty: 3667.484863
	Iteration 52Q: 3 clusters Score -9847615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -9847613.000000 Penalty: 3667.484863
	Iteration 53Q: 3 clusters Score -9847613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 79166 members 
Entering Unmasked Estep 
Score: -9847615.000000 Penalty: 3667.484863
	Iteration 54Q: 3 clusters Score -9847615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -9847619.000000 Penalty: 3667.484863
	Iteration 55Q: 3 clusters Score -9847619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -9847619.000000 Penalty: 3667.484863
	Iteration 56F: 3 clusters Score -9847619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 79166 members 
Entering Unmasked Estep 
Score: -9847621.000000 Penalty: 3667.484863
	Iteration 57Q: 3 clusters Score -9847621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -9847608.000000 Penalty: 3667.484863
	Iteration 58Q: 3 clusters Score -9847608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -9847612.000000 Penalty: 3667.484863
	Iteration 59Q: 3 clusters Score -9847612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 79172 members 
Entering Unmasked Estep 
Score: -9847608.000000 Penalty: 3667.484863
	Iteration 60F: 3 clusters Score -9847608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 79173 members 
Entering Unmasked Estep 
Score: -9847613.000000 Penalty: 3667.484863
	Iteration 61Q: 3 clusters Score -9847613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -9847612.000000 Penalty: 3667.484863
	Iteration 62Q: 3 clusters Score -9847612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 79175 members 
Entering Unmasked Estep 
Score: -9847613.000000 Penalty: 3667.484863
	Iteration 63Q: 3 clusters Score -9847613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -9847614.000000 Penalty: 3667.484863
	Iteration 64Q: 3 clusters Score -9847614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -9847614.000000 Penalty: 3667.484863
	Iteration 65F: 3 clusters Score -9847614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Entering Unmasked Estep 
Score: -3690959.500000 Penalty: 1678.156982
	Iteration 0F: 2 clusters Score -3690960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3670361.250000 Penalty: 3356.313965
	Iteration 0F: 3 clusters Score -3670361 nChanged 14073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3678298.000000 Penalty: 3356.313965
	Iteration 1F: 3 clusters Score -3678298 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3678793.500000 Penalty: 3356.313965
	Iteration 2Q: 3 clusters Score -3678794 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -3679282.500000 Penalty: 3356.313965
	Iteration 3Q: 3 clusters Score -3679282 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3679984.750000 Penalty: 3356.313965
	Iteration 4Q: 3 clusters Score -3679985 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -3680900.500000 Penalty: 3356.313965
	Iteration 5F: 3 clusters Score -3680900 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -3682038.000000 Penalty: 3356.313965
	Iteration 6F: 3 clusters Score -3682038 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -3683423.000000 Penalty: 3356.313965
	Iteration 7F: 3 clusters Score -3683423 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3684833.250000 Penalty: 3356.313965
	Iteration 8F: 3 clusters Score -3684833 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -3686060.750000 Penalty: 3356.313965
	Iteration 9Q: 3 clusters Score -3686061 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3687010.000000 Penalty: 3356.313965
	Iteration 10Q: 3 clusters Score -3687010 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3687787.500000 Penalty: 3356.313965
	Iteration 11Q: 3 clusters Score -3687788 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3688324.250000 Penalty: 3356.313965
	Iteration 12Q: 3 clusters Score -3688324 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -3688695.250000 Penalty: 3356.313965
	Iteration 13Q: 3 clusters Score -3688695 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3688901.250000 Penalty: 3356.313965
	Iteration 14Q: 3 clusters Score -3688901 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3689042.750000 Penalty: 3356.313965
	Iteration 15Q: 3 clusters Score -3689043 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3689141.250000 Penalty: 3356.313965
	Iteration 16Q: 3 clusters Score -3689141 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3689209.750000 Penalty: 3356.313965
	Iteration 17Q: 3 clusters Score -3689210 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3689254.250000 Penalty: 3356.313965
	Iteration 18Q: 3 clusters Score -3689254 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3689282.500000 Penalty: 3356.313965
	Iteration 19Q: 3 clusters Score -3689282 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3689318.500000 Penalty: 3356.313965
	Iteration 20F: 3 clusters Score -3689318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3689346.000000 Penalty: 3356.313965
	Iteration 21Q: 3 clusters Score -3689346 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3689364.000000 Penalty: 3356.313965
	Iteration 22Q: 3 clusters Score -3689364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3689368.250000 Penalty: 3356.313965
	Iteration 23Q: 3 clusters Score -3689368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3689379.500000 Penalty: 3356.313965
	Iteration 24Q: 3 clusters Score -3689380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3689387.500000 Penalty: 3356.313965
	Iteration 25Q: 3 clusters Score -3689388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3689391.000000 Penalty: 3356.313965
	Iteration 26Q: 3 clusters Score -3689391 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3689391.250000 Penalty: 3356.313965
	Iteration 27Q: 3 clusters Score -3689391 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3689396.500000 Penalty: 3356.313965
	Iteration 28Q: 3 clusters Score -3689396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3689408.250000 Penalty: 3356.313965
	Iteration 29Q: 3 clusters Score -3689408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3689416.250000 Penalty: 3356.313965
	Iteration 30Q: 3 clusters Score -3689416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3689423.250000 Penalty: 3356.313965
	Iteration 31Q: 3 clusters Score -3689423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3689429.000000 Penalty: 3356.313965
	Iteration 32Q: 3 clusters Score -3689429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3689431.500000 Penalty: 3356.313965
	Iteration 33Q: 3 clusters Score -3689432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3689435.750000 Penalty: 3356.313965
	Iteration 34Q: 3 clusters Score -3689436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3689449.500000 Penalty: 3356.313965
	Iteration 35Q: 3 clusters Score -3689450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3689455.000000 Penalty: 3356.313965
	Iteration 36Q: 3 clusters Score -3689455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3689464.750000 Penalty: 3356.313965
	Iteration 37Q: 3 clusters Score -3689465 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3689470.500000 Penalty: 3356.313965
	Iteration 38Q: 3 clusters Score -3689470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3689472.500000 Penalty: 3356.313965
	Iteration 39Q: 3 clusters Score -3689472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3689470.250000 Penalty: 3356.313965
	Iteration 40F: 3 clusters Score -3689470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3689464.750000 Penalty: 3356.313965
	Iteration 41Q: 3 clusters Score -3689465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3689466.750000 Penalty: 3356.313965
	Iteration 42Q: 3 clusters Score -3689467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3689467.250000 Penalty: 3356.313965
	Iteration 43Q: 3 clusters Score -3689467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3689470.500000 Penalty: 3356.313965
	Iteration 44Q: 3 clusters Score -3689470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3689470.750000 Penalty: 3356.313965
	Iteration 45Q: 3 clusters Score -3689471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3689472.500000 Penalty: 3356.313965
	Iteration 46Q: 3 clusters Score -3689472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3689467.750000 Penalty: 3356.313965
	Iteration 47Q: 3 clusters Score -3689468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3689468.750000 Penalty: 3356.313965
	Iteration 48Q: 3 clusters Score -3689469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3689467.250000 Penalty: 3356.313965
	Iteration 49Q: 3 clusters Score -3689467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3689469.750000 Penalty: 3356.313965
	Iteration 50Q: 3 clusters Score -3689470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3689469.750000 Penalty: 3356.313965
	Iteration 51F: 3 clusters Score -3689470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (75576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75576 members 
Entering Unmasked Estep 
Score: -9401274.000000 Penalty: 1825.345215
	Iteration 0F: 2 clusters Score -9401274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -9352492.000000 Penalty: 3650.690430
	Iteration 0F: 3 clusters Score -9352492 nChanged 35892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -9373405.000000 Penalty: 3650.690430
	Iteration 1F: 3 clusters Score -9373405 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -9374206.000000 Penalty: 3650.690430
	Iteration 2Q: 3 clusters Score -9374206 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -9375338.000000 Penalty: 3650.690430
	Iteration 3Q: 3 clusters Score -9375338 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -9376850.000000 Penalty: 3650.690430
	Iteration 4Q: 3 clusters Score -9376850 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -9379167.000000 Penalty: 3650.690430
	Iteration 5F: 3 clusters Score -9379167 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 53279 members 
Entering Unmasked Estep 
Score: -9382618.000000 Penalty: 3650.690430
	Iteration 6F: 3 clusters Score -9382618 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -9386789.000000 Penalty: 3650.690430
	Iteration 7F: 3 clusters Score -9386789 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 63748 members 
Entering Unmasked Estep 
Score: -9390867.000000 Penalty: 3650.690430
	Iteration 8F: 3 clusters Score -9390867 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 68019 members 
Entering Unmasked Estep 
Score: -9394468.000000 Penalty: 3650.690430
	Iteration 9F: 3 clusters Score -9394468 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 70955 members 
Entering Unmasked Estep 
Score: -9396639.000000 Penalty: 3650.690430
	Iteration 10Q: 3 clusters Score -9396639 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
Score: -9397837.000000 Penalty: 3650.690430
	Iteration 11Q: 3 clusters Score -9397837 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 73766 members 
Entering Unmasked Estep 
Score: -9398579.000000 Penalty: 3650.690430
	Iteration 12Q: 3 clusters Score -9398579 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -9399006.000000 Penalty: 3650.690430
	Iteration 13Q: 3 clusters Score -9399006 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -9399238.000000 Penalty: 3650.690430
	Iteration 14Q: 3 clusters Score -9399238 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 74845 members 
Entering Unmasked Estep 
Score: -9399379.000000 Penalty: 3650.690430
	Iteration 15Q: 3 clusters Score -9399379 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 74946 members 
Entering Unmasked Estep 
Score: -9399464.000000 Penalty: 3650.690430
	Iteration 16Q: 3 clusters Score -9399464 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -9399518.000000 Penalty: 3650.690430
	Iteration 17Q: 3 clusters Score -9399518 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 75053 members 
Entering Unmasked Estep 
Score: -9399550.000000 Penalty: 3650.690430
	Iteration 18Q: 3 clusters Score -9399550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 75082 members 
Entering Unmasked Estep 
Score: -9399570.000000 Penalty: 3650.690430
	Iteration 19Q: 3 clusters Score -9399570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 75103 members 
Entering Unmasked Estep 
Score: -9399589.000000 Penalty: 3650.690430
	Iteration 20F: 3 clusters Score -9399589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 75119 members 
Entering Unmasked Estep 
Score: -9399629.000000 Penalty: 3650.690430
	Iteration 21Q: 3 clusters Score -9399629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 75135 members 
Entering Unmasked Estep 
Score: -9399641.000000 Penalty: 3650.690430
	Iteration 22Q: 3 clusters Score -9399641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -9399654.000000 Penalty: 3650.690430
	Iteration 23Q: 3 clusters Score -9399654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -9399655.000000 Penalty: 3650.690430
	Iteration 24Q: 3 clusters Score -9399655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 75157 members 
Entering Unmasked Estep 
Score: -9399660.000000 Penalty: 3650.690430
	Iteration 25Q: 3 clusters Score -9399660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 75165 members 
Entering Unmasked Estep 
Score: -9399677.000000 Penalty: 3650.690430
	Iteration 26Q: 3 clusters Score -9399677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -9399681.000000 Penalty: 3650.690430
	Iteration 27Q: 3 clusters Score -9399681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 75175 members 
Entering Unmasked Estep 
Score: -9399684.000000 Penalty: 3650.690430
	Iteration 28Q: 3 clusters Score -9399684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 75180 members 
Entering Unmasked Estep 
Score: -9399685.000000 Penalty: 3650.690430
	Iteration 29Q: 3 clusters Score -9399685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 75181 members 
Entering Unmasked Estep 
Score: -9399680.000000 Penalty: 3650.690430
	Iteration 30Q: 3 clusters Score -9399680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 75183 members 
Entering Unmasked Estep 
Score: -9399684.000000 Penalty: 3650.690430
	Iteration 31Q: 3 clusters Score -9399684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 75183 members 
Entering Unmasked Estep 
Score: -9399684.000000 Penalty: 3650.690430
	Iteration 32F: 3 clusters Score -9399684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (60643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Entering Unmasked Estep 
Score: -7529227.000000 Penalty: 1789.573364
	Iteration 0F: 2 clusters Score -7529227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -7489664.000000 Penalty: 3579.146729
	Iteration 0F: 3 clusters Score -7489664 nChanged 28633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -7506017.000000 Penalty: 3579.146729
	Iteration 1F: 3 clusters Score -7506017 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -7506742.500000 Penalty: 3579.146729
	Iteration 2Q: 3 clusters Score -7506742 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -7507721.500000 Penalty: 3579.146729
	Iteration 3Q: 3 clusters Score -7507722 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -7509288.000000 Penalty: 3579.146729
	Iteration 4Q: 3 clusters Score -7509288 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -7511937.000000 Penalty: 3579.146729
	Iteration 5F: 3 clusters Score -7511937 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -7515404.500000 Penalty: 3579.146729
	Iteration 6F: 3 clusters Score -7515404 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -7518807.000000 Penalty: 3579.146729
	Iteration 7F: 3 clusters Score -7518807 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -7521283.500000 Penalty: 3579.146729
	Iteration 8Q: 3 clusters Score -7521284 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -7522773.500000 Penalty: 3579.146729
	Iteration 9Q: 3 clusters Score -7522774 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
Score: -7523772.500000 Penalty: 3579.146729
	Iteration 10Q: 3 clusters Score -7523772 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -7524401.500000 Penalty: 3579.146729
	Iteration 11Q: 3 clusters Score -7524402 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -7524802.500000 Penalty: 3579.146729
	Iteration 12Q: 3 clusters Score -7524802 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -7525180.000000 Penalty: 3579.146729
	Iteration 13Q: 3 clusters Score -7525180 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -7525511.500000 Penalty: 3579.146729
	Iteration 14Q: 3 clusters Score -7525512 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -7525814.500000 Penalty: 3579.146729
	Iteration 15Q: 3 clusters Score -7525814 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -7526078.000000 Penalty: 3579.146729
	Iteration 16Q: 3 clusters Score -7526078 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -7526273.500000 Penalty: 3579.146729
	Iteration 17Q: 3 clusters Score -7526274 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -7526433.500000 Penalty: 3579.146729
	Iteration 18Q: 3 clusters Score -7526434 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -7526568.500000 Penalty: 3579.146729
	Iteration 19Q: 3 clusters Score -7526568 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 58491 members 
Entering Unmasked Estep 
Score: -7526699.500000 Penalty: 3579.146729
	Iteration 20F: 3 clusters Score -7526700 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 58715 members 
Entering Unmasked Estep 
Score: -7526817.500000 Penalty: 3579.146729
	Iteration 21Q: 3 clusters Score -7526818 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
Score: -7526910.000000 Penalty: 3579.146729
	Iteration 22Q: 3 clusters Score -7526910 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 59047 members 
Entering Unmasked Estep 
Score: -7527013.500000 Penalty: 3579.146729
	Iteration 23Q: 3 clusters Score -7527014 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -7527090.000000 Penalty: 3579.146729
	Iteration 24Q: 3 clusters Score -7527090 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -7527159.000000 Penalty: 3579.146729
	Iteration 25Q: 3 clusters Score -7527159 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 59386 members 
Entering Unmasked Estep 
Score: -7527254.500000 Penalty: 3579.146729
	Iteration 26Q: 3 clusters Score -7527254 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -7527337.500000 Penalty: 3579.146729
	Iteration 27Q: 3 clusters Score -7527338 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 59556 members 
Entering Unmasked Estep 
Score: -7527377.500000 Penalty: 3579.146729
	Iteration 28Q: 3 clusters Score -7527378 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -7527422.000000 Penalty: 3579.146729
	Iteration 29Q: 3 clusters Score -7527422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 59665 members 
Entering Unmasked Estep 
Score: -7527439.500000 Penalty: 3579.146729
	Iteration 30Q: 3 clusters Score -7527440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -7527459.000000 Penalty: 3579.146729
	Iteration 31Q: 3 clusters Score -7527459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 59742 members 
Entering Unmasked Estep 
Score: -7527483.000000 Penalty: 3579.146729
	Iteration 32Q: 3 clusters Score -7527483 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -7527515.000000 Penalty: 3579.146729
	Iteration 33Q: 3 clusters Score -7527515 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -7527551.000000 Penalty: 3579.146729
	Iteration 34Q: 3 clusters Score -7527551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -7527566.500000 Penalty: 3579.146729
	Iteration 35Q: 3 clusters Score -7527566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 59869 members 
Entering Unmasked Estep 
Score: -7527590.000000 Penalty: 3579.146729
	Iteration 36Q: 3 clusters Score -7527590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -7527594.000000 Penalty: 3579.146729
	Iteration 37Q: 3 clusters Score -7527594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -7527596.000000 Penalty: 3579.146729
	Iteration 38Q: 3 clusters Score -7527596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 59900 members 
Entering Unmasked Estep 
Score: -7527602.500000 Penalty: 3579.146729
	Iteration 39Q: 3 clusters Score -7527602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -7527602.000000 Penalty: 3579.146729
	Iteration 40F: 3 clusters Score -7527602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -7527600.500000 Penalty: 3579.146729
	Iteration 41Q: 3 clusters Score -7527600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -7527601.500000 Penalty: 3579.146729
	Iteration 42Q: 3 clusters Score -7527602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -7527609.000000 Penalty: 3579.146729
	Iteration 43Q: 3 clusters Score -7527609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 59908 members 
Entering Unmasked Estep 
Score: -7527610.500000 Penalty: 3579.146729
	Iteration 44Q: 3 clusters Score -7527610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -7527605.500000 Penalty: 3579.146729
	Iteration 45Q: 3 clusters Score -7527606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -7527611.000000 Penalty: 3579.146729
	Iteration 46Q: 3 clusters Score -7527611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -7527607.500000 Penalty: 3579.146729
	Iteration 47Q: 3 clusters Score -7527608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 59920 members 
Entering Unmasked Estep 
Score: -7527614.500000 Penalty: 3579.146729
	Iteration 48Q: 3 clusters Score -7527614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -7527619.000000 Penalty: 3579.146729
	Iteration 49Q: 3 clusters Score -7527619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -7527616.000000 Penalty: 3579.146729
	Iteration 50Q: 3 clusters Score -7527616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -7527620.000000 Penalty: 3579.146729
	Iteration 51Q: 3 clusters Score -7527620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 59930 members 
Entering Unmasked Estep 
Score: -7527616.500000 Penalty: 3579.146729
	Iteration 52Q: 3 clusters Score -7527616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -7527619.000000 Penalty: 3579.146729
	Iteration 53Q: 3 clusters Score -7527619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -7527619.000000 Penalty: 3579.146729
	Iteration 54F: 3 clusters Score -7527619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (67482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67482 members 
Entering Unmasked Estep 
Score: -8379463.500000 Penalty: 1806.937622
	Iteration 0F: 2 clusters Score -8379464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -8335087.000000 Penalty: 3613.875244
	Iteration 0F: 3 clusters Score -8335087 nChanged 31826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -8353666.000000 Penalty: 3613.875244
	Iteration 1F: 3 clusters Score -8353666 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -8354548.000000 Penalty: 3613.875244
	Iteration 2Q: 3 clusters Score -8354548 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -8355708.000000 Penalty: 3613.875244
	Iteration 3Q: 3 clusters Score -8355708 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -8357422.000000 Penalty: 3613.875244
	Iteration 4Q: 3 clusters Score -8357422 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -8359982.500000 Penalty: 3613.875244
	Iteration 5F: 3 clusters Score -8359982 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -8363504.500000 Penalty: 3613.875244
	Iteration 6F: 3 clusters Score -8363504 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -8366876.500000 Penalty: 3613.875244
	Iteration 7F: 3 clusters Score -8366876 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -8368713.500000 Penalty: 3613.875244
	Iteration 8F: 3 clusters Score -8368714 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -8369328.000000 Penalty: 3613.875244
	Iteration 9Q: 3 clusters Score -8369328 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -8369671.000000 Penalty: 3613.875244
	Iteration 10Q: 3 clusters Score -8369671 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -8369993.500000 Penalty: 3613.875244
	Iteration 11Q: 3 clusters Score -8369994 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -8370200.000000 Penalty: 3613.875244
	Iteration 12Q: 3 clusters Score -8370200 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -8370397.500000 Penalty: 3613.875244
	Iteration 13Q: 3 clusters Score -8370398 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -8370638.000000 Penalty: 3613.875244
	Iteration 14Q: 3 clusters Score -8370638 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -8370860.500000 Penalty: 3613.875244
	Iteration 15Q: 3 clusters Score -8370860 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -8371054.000000 Penalty: 3613.875244
	Iteration 16Q: 3 clusters Score -8371054 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -8371277.000000 Penalty: 3613.875244
	Iteration 17Q: 3 clusters Score -8371277 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -8371507.000000 Penalty: 3613.875244
	Iteration 18Q: 3 clusters Score -8371507 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -8371706.500000 Penalty: 3613.875244
	Iteration 19Q: 3 clusters Score -8371706 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -8371933.500000 Penalty: 3613.875244
	Iteration 20F: 3 clusters Score -8371934 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -8372162.000000 Penalty: 3613.875244
	Iteration 21Q: 3 clusters Score -8372162 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -8372389.000000 Penalty: 3613.875244
	Iteration 22Q: 3 clusters Score -8372389 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -8372558.000000 Penalty: 3613.875244
	Iteration 23Q: 3 clusters Score -8372558 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -8372707.500000 Penalty: 3613.875244
	Iteration 24Q: 3 clusters Score -8372708 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -8372873.500000 Penalty: 3613.875244
	Iteration 25Q: 3 clusters Score -8372874 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -8373025.500000 Penalty: 3613.875244
	Iteration 26Q: 3 clusters Score -8373026 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -8373195.000000 Penalty: 3613.875244
	Iteration 27Q: 3 clusters Score -8373195 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -8373302.500000 Penalty: 3613.875244
	Iteration 28Q: 3 clusters Score -8373302 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -8373461.000000 Penalty: 3613.875244
	Iteration 29Q: 3 clusters Score -8373461 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -8373552.500000 Penalty: 3613.875244
	Iteration 30Q: 3 clusters Score -8373552 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -8373659.000000 Penalty: 3613.875244
	Iteration 31Q: 3 clusters Score -8373659 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -8373758.000000 Penalty: 3613.875244
	Iteration 32Q: 3 clusters Score -8373758 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -8373849.500000 Penalty: 3613.875244
	Iteration 33Q: 3 clusters Score -8373850 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -8373971.000000 Penalty: 3613.875244
	Iteration 34Q: 3 clusters Score -8373971 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -8374089.000000 Penalty: 3613.875244
	Iteration 35Q: 3 clusters Score -8374089 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -8374217.500000 Penalty: 3613.875244
	Iteration 36Q: 3 clusters Score -8374218 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -8374338.000000 Penalty: 3613.875244
	Iteration 37Q: 3 clusters Score -8374338 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -8374454.500000 Penalty: 3613.875244
	Iteration 38Q: 3 clusters Score -8374454 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -8374586.500000 Penalty: 3613.875244
	Iteration 39Q: 3 clusters Score -8374586 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -8374771.000000 Penalty: 3613.875244
	Iteration 40F: 3 clusters Score -8374771 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -8374912.500000 Penalty: 3613.875244
	Iteration 41Q: 3 clusters Score -8374912 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -8375011.000000 Penalty: 3613.875244
	Iteration 42Q: 3 clusters Score -8375011 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -8375148.000000 Penalty: 3613.875244
	Iteration 43Q: 3 clusters Score -8375148 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -8375340.000000 Penalty: 3613.875244
	Iteration 44Q: 3 clusters Score -8375340 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -8375517.500000 Penalty: 3613.875244
	Iteration 45Q: 3 clusters Score -8375518 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -8375668.500000 Penalty: 3613.875244
	Iteration 46Q: 3 clusters Score -8375668 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -8375805.500000 Penalty: 3613.875244
	Iteration 47Q: 3 clusters Score -8375806 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -8375896.500000 Penalty: 3613.875244
	Iteration 48Q: 3 clusters Score -8375896 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -8376060.000000 Penalty: 3613.875244
	Iteration 49Q: 3 clusters Score -8376060 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -8376188.000000 Penalty: 3613.875244
	Iteration 50Q: 3 clusters Score -8376188 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -8376300.500000 Penalty: 3613.875244
	Iteration 51Q: 3 clusters Score -8376300 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -8376420.500000 Penalty: 3613.875244
	Iteration 52Q: 3 clusters Score -8376420 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -8376483.000000 Penalty: 3613.875244
	Iteration 53Q: 3 clusters Score -8376483 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -8376596.000000 Penalty: 3613.875244
	Iteration 54Q: 3 clusters Score -8376596 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -8376686.500000 Penalty: 3613.875244
	Iteration 55Q: 3 clusters Score -8376686 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -8376734.000000 Penalty: 3613.875244
	Iteration 56Q: 3 clusters Score -8376734 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -8376803.000000 Penalty: 3613.875244
	Iteration 57Q: 3 clusters Score -8376803 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -8376872.000000 Penalty: 3613.875244
	Iteration 58Q: 3 clusters Score -8376872 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -8376969.500000 Penalty: 3613.875244
	Iteration 59Q: 3 clusters Score -8376970 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -8377040.000000 Penalty: 3613.875244
	Iteration 60F: 3 clusters Score -8377040 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -8377124.000000 Penalty: 3613.875244
	Iteration 61Q: 3 clusters Score -8377124 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60342 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -8377199.500000 Penalty: 3613.875244
	Iteration 62Q: 3 clusters Score -8377200 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -8377227.000000 Penalty: 3613.875244
	Iteration 63Q: 3 clusters Score -8377227 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60885 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -8377254.500000 Penalty: 3613.875244
	Iteration 64Q: 3 clusters Score -8377254 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -8377278.000000 Penalty: 3613.875244
	Iteration 65Q: 3 clusters Score -8377278 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61330 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -8377312.500000 Penalty: 3613.875244
	Iteration 66Q: 3 clusters Score -8377312 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -8377363.500000 Penalty: 3613.875244
	Iteration 67Q: 3 clusters Score -8377364 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -8377430.500000 Penalty: 3613.875244
	Iteration 68Q: 3 clusters Score -8377430 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -8377463.500000 Penalty: 3613.875244
	Iteration 69Q: 3 clusters Score -8377464 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62126 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -8377486.000000 Penalty: 3613.875244
	Iteration 70Q: 3 clusters Score -8377486 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62327 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -8377532.000000 Penalty: 3613.875244
	Iteration 71Q: 3 clusters Score -8377532 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -8377574.500000 Penalty: 3613.875244
	Iteration 72Q: 3 clusters Score -8377574 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -8377646.000000 Penalty: 3613.875244
	Iteration 73Q: 3 clusters Score -8377646 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -8377704.500000 Penalty: 3613.875244
	Iteration 74Q: 3 clusters Score -8377704 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -8377737.500000 Penalty: 3613.875244
	Iteration 75Q: 3 clusters Score -8377738 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -8377795.000000 Penalty: 3613.875244
	Iteration 76Q: 3 clusters Score -8377795 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -8377841.000000 Penalty: 3613.875244
	Iteration 77Q: 3 clusters Score -8377841 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63857 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -8377933.500000 Penalty: 3613.875244
	Iteration 78Q: 3 clusters Score -8377934 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -8377991.000000 Penalty: 3613.875244
	Iteration 79Q: 3 clusters Score -8377991 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64206 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -8378033.000000 Penalty: 3613.875244
	Iteration 80F: 3 clusters Score -8378033 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -8378097.500000 Penalty: 3613.875244
	Iteration 81Q: 3 clusters Score -8378098 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -8378124.000000 Penalty: 3613.875244
	Iteration 82Q: 3 clusters Score -8378124 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64575 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -8378158.500000 Penalty: 3613.875244
	Iteration 83Q: 3 clusters Score -8378158 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -8378196.500000 Penalty: 3613.875244
	Iteration 84Q: 3 clusters Score -8378196 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -8378222.000000 Penalty: 3613.875244
	Iteration 85Q: 3 clusters Score -8378222 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -8378227.500000 Penalty: 3613.875244
	Iteration 86Q: 3 clusters Score -8378228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -8378234.500000 Penalty: 3613.875244
	Iteration 87Q: 3 clusters Score -8378234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -8378245.000000 Penalty: 3613.875244
	Iteration 88Q: 3 clusters Score -8378245 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -8378256.000000 Penalty: 3613.875244
	Iteration 89Q: 3 clusters Score -8378256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65020 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8378269.000000 Penalty: 3613.875244
	Iteration 90Q: 3 clusters Score -8378269 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8378284.500000 Penalty: 3613.875244
	Iteration 91Q: 3 clusters Score -8378284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65114 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8378279.500000 Penalty: 3613.875244
	Iteration 92Q: 3 clusters Score -8378280 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8378295.000000 Penalty: 3613.875244
	Iteration 93Q: 3 clusters Score -8378295 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65210 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -8378318.000000 Penalty: 3613.875244
	Iteration 94Q: 3 clusters Score -8378318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -8378322.500000 Penalty: 3613.875244
	Iteration 95Q: 3 clusters Score -8378322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8378327.500000 Penalty: 3613.875244
	Iteration 96Q: 3 clusters Score -8378328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -8378328.500000 Penalty: 3613.875244
	Iteration 97Q: 3 clusters Score -8378328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -8378331.500000 Penalty: 3613.875244
	Iteration 98Q: 3 clusters Score -8378332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65329 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8378321.500000 Penalty: 3613.875244
	Iteration 99Q: 3 clusters Score -8378322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8378331.500000 Penalty: 3613.875244
	Iteration 100F: 3 clusters Score -8378332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65366 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -8378336.500000 Penalty: 3613.875244
	Iteration 101Q: 3 clusters Score -8378336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65386 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8378340.500000 Penalty: 3613.875244
	Iteration 102Q: 3 clusters Score -8378340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -8378332.000000 Penalty: 3613.875244
	Iteration 103Q: 3 clusters Score -8378332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8378349.000000 Penalty: 3613.875244
	Iteration 104Q: 3 clusters Score -8378349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65442 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -8378343.000000 Penalty: 3613.875244
	Iteration 105Q: 3 clusters Score -8378343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8378351.500000 Penalty: 3613.875244
	Iteration 106Q: 3 clusters Score -8378352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65491 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8378360.000000 Penalty: 3613.875244
	Iteration 107Q: 3 clusters Score -8378360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -8378353.000000 Penalty: 3613.875244
	Iteration 108Q: 3 clusters Score -8378353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8378357.000000 Penalty: 3613.875244
	Iteration 109Q: 3 clusters Score -8378357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65563 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8378375.500000 Penalty: 3613.875244
	Iteration 110Q: 3 clusters Score -8378376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65584 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8378379.500000 Penalty: 3613.875244
	Iteration 111Q: 3 clusters Score -8378380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8378379.000000 Penalty: 3613.875244
	Iteration 112Q: 3 clusters Score -8378379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8378382.500000 Penalty: 3613.875244
	Iteration 113Q: 3 clusters Score -8378382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8378381.000000 Penalty: 3613.875244
	Iteration 114Q: 3 clusters Score -8378381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -8378382.000000 Penalty: 3613.875244
	Iteration 115Q: 3 clusters Score -8378382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65663 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8378389.500000 Penalty: 3613.875244
	Iteration 116Q: 3 clusters Score -8378390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -8378384.000000 Penalty: 3613.875244
	Iteration 117Q: 3 clusters Score -8378384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8378394.500000 Penalty: 3613.875244
	Iteration 118Q: 3 clusters Score -8378394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65701 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8378390.500000 Penalty: 3613.875244
	Iteration 119Q: 3 clusters Score -8378390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65710 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8378392.000000 Penalty: 3613.875244
	Iteration 120F: 3 clusters Score -8378392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8378405.000000 Penalty: 3613.875244
	Iteration 121Q: 3 clusters Score -8378405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8378401.000000 Penalty: 3613.875244
	Iteration 122Q: 3 clusters Score -8378401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65738 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8378403.500000 Penalty: 3613.875244
	Iteration 123Q: 3 clusters Score -8378404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8378399.500000 Penalty: 3613.875244
	Iteration 124Q: 3 clusters Score -8378400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8378392.500000 Penalty: 3613.875244
	Iteration 125Q: 3 clusters Score -8378392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8378395.000000 Penalty: 3613.875244
	Iteration 126Q: 3 clusters Score -8378395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65788 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8378397.500000 Penalty: 3613.875244
	Iteration 127Q: 3 clusters Score -8378398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65796 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8378398.500000 Penalty: 3613.875244
	Iteration 128Q: 3 clusters Score -8378398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8378392.000000 Penalty: 3613.875244
	Iteration 129Q: 3 clusters Score -8378392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65803 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8378392.000000 Penalty: 3613.875244
	Iteration 130Q: 3 clusters Score -8378392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65803 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8378392.000000 Penalty: 3613.875244
	Iteration 131F: 3 clusters Score -8378392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (83963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83963 members 
Entering Unmasked Estep 
Score: -10408225.000000 Penalty: 1842.446411
	Iteration 0F: 2 clusters Score -1.040822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -10354665.000000 Penalty: 3684.892822
	Iteration 0F: 3 clusters Score -1.035466e+07 nChanged 39940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -10377475.000000 Penalty: 3684.892822
	Iteration 1F: 3 clusters Score -1.037748e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -10378050.000000 Penalty: 3684.892822
	Iteration 2Q: 3 clusters Score -1.037805e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -10378852.000000 Penalty: 3684.892822
	Iteration 3Q: 3 clusters Score -1.037885e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -10380067.000000 Penalty: 3684.892822
	Iteration 4Q: 3 clusters Score -1.038007e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -10381926.000000 Penalty: 3684.892822
	Iteration 5Q: 3 clusters Score -1.038193e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -10385170.000000 Penalty: 3684.892822
	Iteration 6F: 3 clusters Score -1.038517e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -10389818.000000 Penalty: 3684.892822
	Iteration 7F: 3 clusters Score -1.038982e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -10394858.000000 Penalty: 3684.892822
	Iteration 8F: 3 clusters Score -1.039486e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -10398230.000000 Penalty: 3684.892822
	Iteration 9F: 3 clusters Score -1.039823e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -10399616.000000 Penalty: 3684.892822
	Iteration 10Q: 3 clusters Score -1.039962e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -10400238.000000 Penalty: 3684.892822
	Iteration 11Q: 3 clusters Score -1.040024e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -10400536.000000 Penalty: 3684.892822
	Iteration 12Q: 3 clusters Score -1.040054e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -10400810.000000 Penalty: 3684.892822
	Iteration 13Q: 3 clusters Score -1.040081e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -10401043.000000 Penalty: 3684.892822
	Iteration 14Q: 3 clusters Score -1.040104e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -10401216.000000 Penalty: 3684.892822
	Iteration 15Q: 3 clusters Score -1.040122e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -10401417.000000 Penalty: 3684.892822
	Iteration 16Q: 3 clusters Score -1.040142e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -10401608.000000 Penalty: 3684.892822
	Iteration 17Q: 3 clusters Score -1.040161e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -10401892.000000 Penalty: 3684.892822
	Iteration 18Q: 3 clusters Score -1.040189e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -10402126.000000 Penalty: 3684.892822
	Iteration 19Q: 3 clusters Score -1.040213e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -10402341.000000 Penalty: 3684.892822
	Iteration 20F: 3 clusters Score -1.040234e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -10402578.000000 Penalty: 3684.892822
	Iteration 21Q: 3 clusters Score -1.040258e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -10402847.000000 Penalty: 3684.892822
	Iteration 22Q: 3 clusters Score -1.040285e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -10403052.000000 Penalty: 3684.892822
	Iteration 23Q: 3 clusters Score -1.040305e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -10403317.000000 Penalty: 3684.892822
	Iteration 24Q: 3 clusters Score -1.040332e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -10403648.000000 Penalty: 3684.892822
	Iteration 25Q: 3 clusters Score -1.040365e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -10403909.000000 Penalty: 3684.892822
	Iteration 26Q: 3 clusters Score -1.040391e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -10404165.000000 Penalty: 3684.892822
	Iteration 27Q: 3 clusters Score -1.040416e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -10404513.000000 Penalty: 3684.892822
	Iteration 28Q: 3 clusters Score -1.040451e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -10404825.000000 Penalty: 3684.892822
	Iteration 29Q: 3 clusters Score -1.040482e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -10405057.000000 Penalty: 3684.892822
	Iteration 30Q: 3 clusters Score -1.040506e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -10405265.000000 Penalty: 3684.892822
	Iteration 31Q: 3 clusters Score -1.040526e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -10405570.000000 Penalty: 3684.892822
	Iteration 32Q: 3 clusters Score -1.040557e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -10405754.000000 Penalty: 3684.892822
	Iteration 33Q: 3 clusters Score -1.040575e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -10405899.000000 Penalty: 3684.892822
	Iteration 34Q: 3 clusters Score -1.04059e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -10406005.000000 Penalty: 3684.892822
	Iteration 35Q: 3 clusters Score -1.0406e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63916 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -10406120.000000 Penalty: 3684.892822
	Iteration 36Q: 3 clusters Score -1.040612e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64884 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -10406134.000000 Penalty: 3684.892822
	Iteration 37Q: 3 clusters Score -1.040613e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -10406148.000000 Penalty: 3684.892822
	Iteration 38Q: 3 clusters Score -1.040615e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -10406236.000000 Penalty: 3684.892822
	Iteration 39Q: 3 clusters Score -1.040624e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -10406549.000000 Penalty: 3684.892822
	Iteration 40F: 3 clusters Score -1.040655e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -10406672.000000 Penalty: 3684.892822
	Iteration 41Q: 3 clusters Score -1.040667e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69469 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -10406768.000000 Penalty: 3684.892822
	Iteration 42Q: 3 clusters Score -1.040677e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -10406836.000000 Penalty: 3684.892822
	Iteration 43Q: 3 clusters Score -1.040684e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71382 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -10406888.000000 Penalty: 3684.892822
	Iteration 44Q: 3 clusters Score -1.040689e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72232 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -10406910.000000 Penalty: 3684.892822
	Iteration 45Q: 3 clusters Score -1.040691e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -10406987.000000 Penalty: 3684.892822
	Iteration 46Q: 3 clusters Score -1.040699e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -10406977.000000 Penalty: 3684.892822
	Iteration 47Q: 3 clusters Score -1.040698e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74421 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -10406967.000000 Penalty: 3684.892822
	Iteration 48Q: 3 clusters Score -1.040697e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75036 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -10406929.000000 Penalty: 3684.892822
	Iteration 49Q: 3 clusters Score -1.040693e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75650 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -10406912.000000 Penalty: 3684.892822
	Iteration 50Q: 3 clusters Score -1.040691e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -10406899.000000 Penalty: 3684.892822
	Iteration 51Q: 3 clusters Score -1.04069e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76681 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -10406919.000000 Penalty: 3684.892822
	Iteration 52Q: 3 clusters Score -1.040692e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -10406952.000000 Penalty: 3684.892822
	Iteration 53Q: 3 clusters Score -1.040695e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77582 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -10406911.000000 Penalty: 3684.892822
	Iteration 54Q: 3 clusters Score -1.040691e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -10406880.000000 Penalty: 3684.892822
	Iteration 55Q: 3 clusters Score -1.040688e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78333 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -10406899.000000 Penalty: 3684.892822
	Iteration 56Q: 3 clusters Score -1.04069e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78647 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -10406882.000000 Penalty: 3684.892822
	Iteration 57Q: 3 clusters Score -1.040688e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -10406865.000000 Penalty: 3684.892822
	Iteration 58Q: 3 clusters Score -1.040686e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -10406835.000000 Penalty: 3684.892822
	Iteration 59Q: 3 clusters Score -1.040684e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79439 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -10406806.000000 Penalty: 3684.892822
	Iteration 60F: 3 clusters Score -1.040681e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79655 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -10406795.000000 Penalty: 3684.892822
	Iteration 61Q: 3 clusters Score -1.04068e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79857 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -10406808.000000 Penalty: 3684.892822
	Iteration 62Q: 3 clusters Score -1.040681e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -10406799.000000 Penalty: 3684.892822
	Iteration 63Q: 3 clusters Score -1.04068e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -10406812.000000 Penalty: 3684.892822
	Iteration 64Q: 3 clusters Score -1.040681e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -10406807.000000 Penalty: 3684.892822
	Iteration 65Q: 3 clusters Score -1.040681e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80517 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -10406800.000000 Penalty: 3684.892822
	Iteration 66Q: 3 clusters Score -1.04068e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80659 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -10406783.000000 Penalty: 3684.892822
	Iteration 67Q: 3 clusters Score -1.040678e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80795 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -10406803.000000 Penalty: 3684.892822
	Iteration 68Q: 3 clusters Score -1.04068e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -10406793.000000 Penalty: 3684.892822
	Iteration 69Q: 3 clusters Score -1.040679e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81033 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -10406798.000000 Penalty: 3684.892822
	Iteration 70Q: 3 clusters Score -1.04068e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81136 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -10406799.000000 Penalty: 3684.892822
	Iteration 71Q: 3 clusters Score -1.04068e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -10406790.000000 Penalty: 3684.892822
	Iteration 72Q: 3 clusters Score -1.040679e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81329 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -10406787.000000 Penalty: 3684.892822
	Iteration 73Q: 3 clusters Score -1.040679e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81425 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -10406766.000000 Penalty: 3684.892822
	Iteration 74Q: 3 clusters Score -1.040677e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -10406751.000000 Penalty: 3684.892822
	Iteration 75Q: 3 clusters Score -1.040675e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81623 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -10406772.000000 Penalty: 3684.892822
	Iteration 76Q: 3 clusters Score -1.040677e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81717 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -10406761.000000 Penalty: 3684.892822
	Iteration 77Q: 3 clusters Score -1.040676e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81803 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -10406729.000000 Penalty: 3684.892822
	Iteration 78Q: 3 clusters Score -1.040673e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -10406716.000000 Penalty: 3684.892822
	Iteration 79Q: 3 clusters Score -1.040672e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81966 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -10406727.000000 Penalty: 3684.892822
	Iteration 80F: 3 clusters Score -1.040673e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -10406722.000000 Penalty: 3684.892822
	Iteration 81Q: 3 clusters Score -1.040672e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82122 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -10406721.000000 Penalty: 3684.892822
	Iteration 82Q: 3 clusters Score -1.040672e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82205 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -10406723.000000 Penalty: 3684.892822
	Iteration 83Q: 3 clusters Score -1.040672e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82301 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -10406726.000000 Penalty: 3684.892822
	Iteration 84Q: 3 clusters Score -1.040673e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82396 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -10406715.000000 Penalty: 3684.892822
	Iteration 85Q: 3 clusters Score -1.040672e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82482 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -10406734.000000 Penalty: 3684.892822
	Iteration 86Q: 3 clusters Score -1.040673e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -10406720.000000 Penalty: 3684.892822
	Iteration 87Q: 3 clusters Score -1.040672e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -10406720.000000 Penalty: 3684.892822
	Iteration 88Q: 3 clusters Score -1.040672e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82727 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -10406725.000000 Penalty: 3684.892822
	Iteration 89Q: 3 clusters Score -1.040672e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -10406702.000000 Penalty: 3684.892822
	Iteration 90Q: 3 clusters Score -1.04067e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82858 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -10406708.000000 Penalty: 3684.892822
	Iteration 91Q: 3 clusters Score -1.040671e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10406713.000000 Penalty: 3684.892822
	Iteration 92Q: 3 clusters Score -1.040671e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -10406727.000000 Penalty: 3684.892822
	Iteration 93Q: 3 clusters Score -1.040673e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83014 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -10406719.000000 Penalty: 3684.892822
	Iteration 94Q: 3 clusters Score -1.040672e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83052 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -10406720.000000 Penalty: 3684.892822
	Iteration 95Q: 3 clusters Score -1.040672e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -10406717.000000 Penalty: 3684.892822
	Iteration 96Q: 3 clusters Score -1.040672e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -10406705.000000 Penalty: 3684.892822
	Iteration 97Q: 3 clusters Score -1.04067e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10406729.000000 Penalty: 3684.892822
	Iteration 98Q: 3 clusters Score -1.040673e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83223 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10406718.000000 Penalty: 3684.892822
	Iteration 99Q: 3 clusters Score -1.040672e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83252 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -10406732.000000 Penalty: 3684.892822
	Iteration 100F: 3 clusters Score -1.040673e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83277 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10406729.000000 Penalty: 3684.892822
	Iteration 101Q: 3 clusters Score -1.040673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83294 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10406728.000000 Penalty: 3684.892822
	Iteration 102Q: 3 clusters Score -1.040673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83312 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10406729.000000 Penalty: 3684.892822
	Iteration 103Q: 3 clusters Score -1.040673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83323 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10406722.000000 Penalty: 3684.892822
	Iteration 104Q: 3 clusters Score -1.040672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -10406728.000000 Penalty: 3684.892822
	Iteration 105Q: 3 clusters Score -1.040673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10406724.000000 Penalty: 3684.892822
	Iteration 106Q: 3 clusters Score -1.040672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83356 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10406715.000000 Penalty: 3684.892822
	Iteration 107Q: 3 clusters Score -1.040672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83362 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10406728.000000 Penalty: 3684.892822
	Iteration 108Q: 3 clusters Score -1.040673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83366 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -10406716.000000 Penalty: 3684.892822
	Iteration 109Q: 3 clusters Score -1.040672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83374 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10406714.000000 Penalty: 3684.892822
	Iteration 110Q: 3 clusters Score -1.040671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10406709.000000 Penalty: 3684.892822
	Iteration 111Q: 3 clusters Score -1.040671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83391 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10406708.000000 Penalty: 3684.892822
	Iteration 112Q: 3 clusters Score -1.040671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83396 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10406701.000000 Penalty: 3684.892822
	Iteration 113Q: 3 clusters Score -1.04067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83406 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10406693.000000 Penalty: 3684.892822
	Iteration 114Q: 3 clusters Score -1.040669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83413 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10406694.000000 Penalty: 3684.892822
	Iteration 115Q: 3 clusters Score -1.040669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -10406695.000000 Penalty: 3684.892822
	Iteration 116Q: 3 clusters Score -1.04067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83420 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10406695.000000 Penalty: 3684.892822
	Iteration 117Q: 3 clusters Score -1.04067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83423 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10406695.000000 Penalty: 3684.892822
	Iteration 118Q: 3 clusters Score -1.04067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83427 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10406701.000000 Penalty: 3684.892822
	Iteration 119Q: 3 clusters Score -1.04067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83432 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -10406699.000000 Penalty: 3684.892822
	Iteration 120F: 3 clusters Score -1.04067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83437 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10406697.000000 Penalty: 3684.892822
	Iteration 121Q: 3 clusters Score -1.04067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83440 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10406703.000000 Penalty: 3684.892822
	Iteration 122Q: 3 clusters Score -1.04067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83443 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10406701.000000 Penalty: 3684.892822
	Iteration 123Q: 3 clusters Score -1.04067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83444 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10406701.000000 Penalty: 3684.892822
	Iteration 124Q: 3 clusters Score -1.04067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10406696.000000 Penalty: 3684.892822
	Iteration 125Q: 3 clusters Score -1.04067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10406695.000000 Penalty: 3684.892822
	Iteration 126Q: 3 clusters Score -1.04067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10406700.000000 Penalty: 3684.892822
	Iteration 127Q: 3 clusters Score -1.04067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83449 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10406694.000000 Penalty: 3684.892822
	Iteration 128Q: 3 clusters Score -1.040669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83452 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10406692.000000 Penalty: 3684.892822
	Iteration 129Q: 3 clusters Score -1.040669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83454 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10406699.000000 Penalty: 3684.892822
	Iteration 130Q: 3 clusters Score -1.04067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83453 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10406706.000000 Penalty: 3684.892822
	Iteration 131Q: 3 clusters Score -1.040671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83453 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10406710.000000 Penalty: 3684.892822
	Iteration 132Q: 3 clusters Score -1.040671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83455 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10406711.000000 Penalty: 3684.892822
	Iteration 133Q: 3 clusters Score -1.040671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10406702.000000 Penalty: 3684.892822
	Iteration 134Q: 3 clusters Score -1.04067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10406701.000000 Penalty: 3684.892822
	Iteration 135Q: 3 clusters Score -1.04067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83459 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10406700.000000 Penalty: 3684.892822
	Iteration 136Q: 3 clusters Score -1.04067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83460 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10406702.000000 Penalty: 3684.892822
	Iteration 137Q: 3 clusters Score -1.04067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83461 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10406702.000000 Penalty: 3684.892822
	Iteration 138Q: 3 clusters Score -1.04067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10406709.000000 Penalty: 3684.892822
	Iteration 139Q: 3 clusters Score -1.040671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10406709.000000 Penalty: 3684.892822
	Iteration 140F: 3 clusters Score -1.040671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69124 members 
Entering Unmasked Estep 
Score: -8614821.000000 Penalty: 1810.844360
	Iteration 0F: 2 clusters Score -8614821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -8569743.000000 Penalty: 3621.688721
	Iteration 0F: 3 clusters Score -8569743 nChanged 32858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -8588615.000000 Penalty: 3621.688721
	Iteration 1F: 3 clusters Score -8588615 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -8589359.000000 Penalty: 3621.688721
	Iteration 2Q: 3 clusters Score -8589359 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -8590603.000000 Penalty: 3621.688721
	Iteration 3Q: 3 clusters Score -8590603 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -8592587.000000 Penalty: 3621.688721
	Iteration 4F: 3 clusters Score -8592587 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -8595799.000000 Penalty: 3621.688721
	Iteration 5F: 3 clusters Score -8595799 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 55334 members 
Entering Unmasked Estep 
Score: -8600537.000000 Penalty: 3621.688721
	Iteration 6F: 3 clusters Score -8600537 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -8605804.000000 Penalty: 3621.688721
	Iteration 7F: 3 clusters Score -8605804 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -8609962.000000 Penalty: 3621.688721
	Iteration 8F: 3 clusters Score -8609962 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 67725 members 
Entering Unmasked Estep 
Score: -8612045.000000 Penalty: 3621.688721
	Iteration 9Q: 3 clusters Score -8612045 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -8612761.000000 Penalty: 3621.688721
	Iteration 10Q: 3 clusters Score -8612761 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -8613050.000000 Penalty: 3621.688721
	Iteration 11Q: 3 clusters Score -8613050 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -8613135.000000 Penalty: 3621.688721
	Iteration 12Q: 3 clusters Score -8613135 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 68920 members 
Entering Unmasked Estep 
Score: -8613175.000000 Penalty: 3621.688721
	Iteration 13Q: 3 clusters Score -8613175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 68934 members 
Entering Unmasked Estep 
Score: -8613206.000000 Penalty: 3621.688721
	Iteration 14Q: 3 clusters Score -8613206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -8613228.000000 Penalty: 3621.688721
	Iteration 15Q: 3 clusters Score -8613228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -8613236.000000 Penalty: 3621.688721
	Iteration 16Q: 3 clusters Score -8613236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -8613249.000000 Penalty: 3621.688721
	Iteration 17Q: 3 clusters Score -8613249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -8613250.000000 Penalty: 3621.688721
	Iteration 18Q: 3 clusters Score -8613250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -8613250.000000 Penalty: 3621.688721
	Iteration 19F: 3 clusters Score -8613250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -55782.234375 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -55782.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -54842.453125 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -54842.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -54924.300781 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -54924.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -54949.464844 Penalty: 1888.620850
	Iteration 2Q: 3 clusters Score -54949.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -54955.277344 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -54955.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -54958.753906 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -54958.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -54969.343750 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -54969.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -54992.238281 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -54992.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54995.000000 Penalty: 1888.620850
	Iteration 7Q: 3 clusters Score -54995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54996.734375 Penalty: 1888.620850
	Iteration 8Q: 3 clusters Score -54996.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54996.734375 Penalty: 1888.620850
	Iteration 9F: 3 clusters Score -54996.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Entering Unmasked Estep 
Score: -5348621.500000 Penalty: 1733.758179
	Iteration 0F: 2 clusters Score -5348622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -5319929.000000 Penalty: 3467.516357
	Iteration 0F: 3 clusters Score -5319929 nChanged 20032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -5331154.500000 Penalty: 3467.516357
	Iteration 1F: 3 clusters Score -5331154 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -5331589.000000 Penalty: 3467.516357
	Iteration 2Q: 3 clusters Score -5331589 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -5332072.000000 Penalty: 3467.516357
	Iteration 3Q: 3 clusters Score -5332072 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -5332595.000000 Penalty: 3467.516357
	Iteration 4Q: 3 clusters Score -5332595 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -5333284.500000 Penalty: 3467.516357
	Iteration 5Q: 3 clusters Score -5333284 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -5334316.500000 Penalty: 3467.516357
	Iteration 6Q: 3 clusters Score -5334316 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -5335826.000000 Penalty: 3467.516357
	Iteration 7F: 3 clusters Score -5335826 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -5337957.000000 Penalty: 3467.516357
	Iteration 8F: 3 clusters Score -5337957 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -5340320.500000 Penalty: 3467.516357
	Iteration 9F: 3 clusters Score -5340320 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -5341722.000000 Penalty: 3467.516357
	Iteration 10F: 3 clusters Score -5341722 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -5342300.500000 Penalty: 3467.516357
	Iteration 11Q: 3 clusters Score -5342300 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -5342513.500000 Penalty: 3467.516357
	Iteration 12Q: 3 clusters Score -5342514 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -5342697.000000 Penalty: 3467.516357
	Iteration 13Q: 3 clusters Score -5342697 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -5342840.000000 Penalty: 3467.516357
	Iteration 14Q: 3 clusters Score -5342840 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -5342962.000000 Penalty: 3467.516357
	Iteration 15Q: 3 clusters Score -5342962 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -5343058.500000 Penalty: 3467.516357
	Iteration 16Q: 3 clusters Score -5343058 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -5343196.500000 Penalty: 3467.516357
	Iteration 17Q: 3 clusters Score -5343196 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -5343339.000000 Penalty: 3467.516357
	Iteration 18Q: 3 clusters Score -5343339 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -5343483.000000 Penalty: 3467.516357
	Iteration 19Q: 3 clusters Score -5343483 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -5343636.500000 Penalty: 3467.516357
	Iteration 20F: 3 clusters Score -5343636 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -5343797.500000 Penalty: 3467.516357
	Iteration 21Q: 3 clusters Score -5343798 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -5344001.500000 Penalty: 3467.516357
	Iteration 22Q: 3 clusters Score -5344002 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -5344153.500000 Penalty: 3467.516357
	Iteration 23Q: 3 clusters Score -5344154 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -5344345.000000 Penalty: 3467.516357
	Iteration 24Q: 3 clusters Score -5344345 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -5344563.000000 Penalty: 3467.516357
	Iteration 25Q: 3 clusters Score -5344563 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -5344759.000000 Penalty: 3467.516357
	Iteration 26Q: 3 clusters Score -5344759 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -5344944.500000 Penalty: 3467.516357
	Iteration 27Q: 3 clusters Score -5344944 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -5345095.500000 Penalty: 3467.516357
	Iteration 28Q: 3 clusters Score -5345096 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -5345247.500000 Penalty: 3467.516357
	Iteration 29Q: 3 clusters Score -5345248 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -5345358.500000 Penalty: 3467.516357
	Iteration 30Q: 3 clusters Score -5345358 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -5345482.000000 Penalty: 3467.516357
	Iteration 31Q: 3 clusters Score -5345482 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -5345600.500000 Penalty: 3467.516357
	Iteration 32Q: 3 clusters Score -5345600 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -5345708.500000 Penalty: 3467.516357
	Iteration 33Q: 3 clusters Score -5345708 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -5345796.000000 Penalty: 3467.516357
	Iteration 34Q: 3 clusters Score -5345796 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -5345864.000000 Penalty: 3467.516357
	Iteration 35Q: 3 clusters Score -5345864 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -5345919.500000 Penalty: 3467.516357
	Iteration 36Q: 3 clusters Score -5345920 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -5346016.500000 Penalty: 3467.516357
	Iteration 37Q: 3 clusters Score -5346016 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -5346092.500000 Penalty: 3467.516357
	Iteration 38Q: 3 clusters Score -5346092 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -5346133.000000 Penalty: 3467.516357
	Iteration 39Q: 3 clusters Score -5346133 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -5346193.000000 Penalty: 3467.516357
	Iteration 40F: 3 clusters Score -5346193 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -5346262.500000 Penalty: 3467.516357
	Iteration 41Q: 3 clusters Score -5346262 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -5346344.000000 Penalty: 3467.516357
	Iteration 42Q: 3 clusters Score -5346344 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -5346402.000000 Penalty: 3467.516357
	Iteration 43Q: 3 clusters Score -5346402 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -5346479.000000 Penalty: 3467.516357
	Iteration 44Q: 3 clusters Score -5346479 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -5346535.000000 Penalty: 3467.516357
	Iteration 45Q: 3 clusters Score -5346535 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -5346570.000000 Penalty: 3467.516357
	Iteration 46Q: 3 clusters Score -5346570 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -5346613.500000 Penalty: 3467.516357
	Iteration 47Q: 3 clusters Score -5346614 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -5346649.000000 Penalty: 3467.516357
	Iteration 48Q: 3 clusters Score -5346649 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -5346710.000000 Penalty: 3467.516357
	Iteration 49Q: 3 clusters Score -5346710 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -5346749.500000 Penalty: 3467.516357
	Iteration 50Q: 3 clusters Score -5346750 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -5346777.500000 Penalty: 3467.516357
	Iteration 51Q: 3 clusters Score -5346778 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -5346811.500000 Penalty: 3467.516357
	Iteration 52Q: 3 clusters Score -5346812 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -5346829.000000 Penalty: 3467.516357
	Iteration 53Q: 3 clusters Score -5346829 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -5346878.000000 Penalty: 3467.516357
	Iteration 54Q: 3 clusters Score -5346878 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -5346904.500000 Penalty: 3467.516357
	Iteration 55Q: 3 clusters Score -5346904 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -5346931.000000 Penalty: 3467.516357
	Iteration 56Q: 3 clusters Score -5346931 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -5346954.500000 Penalty: 3467.516357
	Iteration 57Q: 3 clusters Score -5346954 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -5346987.500000 Penalty: 3467.516357
	Iteration 58Q: 3 clusters Score -5346988 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -5347016.500000 Penalty: 3467.516357
	Iteration 59Q: 3 clusters Score -5347016 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -5347041.000000 Penalty: 3467.516357
	Iteration 60F: 3 clusters Score -5347041 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -5347059.000000 Penalty: 3467.516357
	Iteration 61Q: 3 clusters Score -5347059 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -5347068.500000 Penalty: 3467.516357
	Iteration 62Q: 3 clusters Score -5347068 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -5347092.000000 Penalty: 3467.516357
	Iteration 63Q: 3 clusters Score -5347092 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -5347108.500000 Penalty: 3467.516357
	Iteration 64Q: 3 clusters Score -5347108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -5347117.000000 Penalty: 3467.516357
	Iteration 65Q: 3 clusters Score -5347117 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -5347118.500000 Penalty: 3467.516357
	Iteration 66Q: 3 clusters Score -5347118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -5347136.500000 Penalty: 3467.516357
	Iteration 67Q: 3 clusters Score -5347136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -5347149.500000 Penalty: 3467.516357
	Iteration 68Q: 3 clusters Score -5347150 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -5347177.500000 Penalty: 3467.516357
	Iteration 69Q: 3 clusters Score -5347178 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -5347197.000000 Penalty: 3467.516357
	Iteration 70Q: 3 clusters Score -5347197 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -5347197.000000 Penalty: 3467.516357
	Iteration 71Q: 3 clusters Score -5347197 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -5347211.000000 Penalty: 3467.516357
	Iteration 72Q: 3 clusters Score -5347211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -5347211.000000 Penalty: 3467.516357
	Iteration 73Q: 3 clusters Score -5347211 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -5347221.000000 Penalty: 3467.516357
	Iteration 74Q: 3 clusters Score -5347221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -5347214.500000 Penalty: 3467.516357
	Iteration 75Q: 3 clusters Score -5347214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -5347228.500000 Penalty: 3467.516357
	Iteration 76Q: 3 clusters Score -5347228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -5347238.500000 Penalty: 3467.516357
	Iteration 77Q: 3 clusters Score -5347238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -5347241.000000 Penalty: 3467.516357
	Iteration 78Q: 3 clusters Score -5347241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -5347250.000000 Penalty: 3467.516357
	Iteration 79Q: 3 clusters Score -5347250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -5347255.000000 Penalty: 3467.516357
	Iteration 80F: 3 clusters Score -5347255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -5347253.000000 Penalty: 3467.516357
	Iteration 81Q: 3 clusters Score -5347253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -5347261.000000 Penalty: 3467.516357
	Iteration 82Q: 3 clusters Score -5347261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -5347274.000000 Penalty: 3467.516357
	Iteration 83Q: 3 clusters Score -5347274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -5347277.500000 Penalty: 3467.516357
	Iteration 84Q: 3 clusters Score -5347278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -5347282.500000 Penalty: 3467.516357
	Iteration 85Q: 3 clusters Score -5347282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -5347284.000000 Penalty: 3467.516357
	Iteration 86Q: 3 clusters Score -5347284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -5347289.500000 Penalty: 3467.516357
	Iteration 87Q: 3 clusters Score -5347290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -5347282.500000 Penalty: 3467.516357
	Iteration 88Q: 3 clusters Score -5347282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -5347291.500000 Penalty: 3467.516357
	Iteration 89Q: 3 clusters Score -5347292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -5347292.500000 Penalty: 3467.516357
	Iteration 90Q: 3 clusters Score -5347292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -5347297.500000 Penalty: 3467.516357
	Iteration 91Q: 3 clusters Score -5347298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -5347290.500000 Penalty: 3467.516357
	Iteration 92Q: 3 clusters Score -5347290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -5347293.000000 Penalty: 3467.516357
	Iteration 93Q: 3 clusters Score -5347293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -5347290.500000 Penalty: 3467.516357
	Iteration 94Q: 3 clusters Score -5347290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -5347291.500000 Penalty: 3467.516357
	Iteration 95Q: 3 clusters Score -5347292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -5347294.000000 Penalty: 3467.516357
	Iteration 96Q: 3 clusters Score -5347294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -5347291.500000 Penalty: 3467.516357
	Iteration 97Q: 3 clusters Score -5347292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -5347288.500000 Penalty: 3467.516357
	Iteration 98Q: 3 clusters Score -5347288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -5347292.000000 Penalty: 3467.516357
	Iteration 99Q: 3 clusters Score -5347292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -5347292.000000 Penalty: 3467.516357
	Iteration 100F: 3 clusters Score -5347292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Entering Unmasked Estep 
Score: -5093231.500000 Penalty: 1725.815063
	Iteration 0F: 2 clusters Score -5093232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -5065915.500000 Penalty: 3451.630127
	Iteration 0F: 3 clusters Score -5065916 nChanged 19055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -5076588.000000 Penalty: 3451.630127
	Iteration 1F: 3 clusters Score -5076588 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -5077126.000000 Penalty: 3451.630127
	Iteration 2Q: 3 clusters Score -5077126 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -5077770.000000 Penalty: 3451.630127
	Iteration 3Q: 3 clusters Score -5077770 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -5078714.500000 Penalty: 3451.630127
	Iteration 4Q: 3 clusters Score -5078714 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -5080118.500000 Penalty: 3451.630127
	Iteration 5F: 3 clusters Score -5080118 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -5082062.000000 Penalty: 3451.630127
	Iteration 6F: 3 clusters Score -5082062 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -5084457.000000 Penalty: 3451.630127
	Iteration 7F: 3 clusters Score -5084457 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -5086703.000000 Penalty: 3451.630127
	Iteration 8F: 3 clusters Score -5086703 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -5088309.000000 Penalty: 3451.630127
	Iteration 9Q: 3 clusters Score -5088309 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -5089170.500000 Penalty: 3451.630127
	Iteration 10Q: 3 clusters Score -5089170 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -5089544.000000 Penalty: 3451.630127
	Iteration 11Q: 3 clusters Score -5089544 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -5089799.500000 Penalty: 3451.630127
	Iteration 12Q: 3 clusters Score -5089800 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -5090024.500000 Penalty: 3451.630127
	Iteration 13Q: 3 clusters Score -5090024 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -5090221.000000 Penalty: 3451.630127
	Iteration 14Q: 3 clusters Score -5090221 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -5090392.500000 Penalty: 3451.630127
	Iteration 15Q: 3 clusters Score -5090392 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -5090583.500000 Penalty: 3451.630127
	Iteration 16Q: 3 clusters Score -5090584 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -5090729.000000 Penalty: 3451.630127
	Iteration 17Q: 3 clusters Score -5090729 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -5090848.500000 Penalty: 3451.630127
	Iteration 18Q: 3 clusters Score -5090848 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -5090982.500000 Penalty: 3451.630127
	Iteration 19Q: 3 clusters Score -5090982 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -5091114.000000 Penalty: 3451.630127
	Iteration 20F: 3 clusters Score -5091114 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5091238.500000 Penalty: 3451.630127
	Iteration 21Q: 3 clusters Score -5091238 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5091323.000000 Penalty: 3451.630127
	Iteration 22Q: 3 clusters Score -5091323 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5091423.000000 Penalty: 3451.630127
	Iteration 23Q: 3 clusters Score -5091423 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5091535.500000 Penalty: 3451.630127
	Iteration 24Q: 3 clusters Score -5091536 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5091615.500000 Penalty: 3451.630127
	Iteration 25Q: 3 clusters Score -5091616 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5091707.000000 Penalty: 3451.630127
	Iteration 26Q: 3 clusters Score -5091707 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5091791.000000 Penalty: 3451.630127
	Iteration 27Q: 3 clusters Score -5091791 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5091847.500000 Penalty: 3451.630127
	Iteration 28Q: 3 clusters Score -5091848 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5091908.000000 Penalty: 3451.630127
	Iteration 29Q: 3 clusters Score -5091908 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5091930.500000 Penalty: 3451.630127
	Iteration 30Q: 3 clusters Score -5091930 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5091966.500000 Penalty: 3451.630127
	Iteration 31Q: 3 clusters Score -5091966 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5092014.000000 Penalty: 3451.630127
	Iteration 32Q: 3 clusters Score -5092014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5092036.500000 Penalty: 3451.630127
	Iteration 33Q: 3 clusters Score -5092036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5092050.500000 Penalty: 3451.630127
	Iteration 34Q: 3 clusters Score -5092050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5092069.000000 Penalty: 3451.630127
	Iteration 35Q: 3 clusters Score -5092069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5092095.000000 Penalty: 3451.630127
	Iteration 36Q: 3 clusters Score -5092095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5092102.500000 Penalty: 3451.630127
	Iteration 37Q: 3 clusters Score -5092102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5092109.000000 Penalty: 3451.630127
	Iteration 38Q: 3 clusters Score -5092109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5092114.500000 Penalty: 3451.630127
	Iteration 39Q: 3 clusters Score -5092114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5092115.000000 Penalty: 3451.630127
	Iteration 40F: 3 clusters Score -5092115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5092112.500000 Penalty: 3451.630127
	Iteration 41Q: 3 clusters Score -5092112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5092115.000000 Penalty: 3451.630127
	Iteration 42Q: 3 clusters Score -5092115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5092115.000000 Penalty: 3451.630127
	Iteration 43Q: 3 clusters Score -5092115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5092122.500000 Penalty: 3451.630127
	Iteration 44Q: 3 clusters Score -5092122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5092122.500000 Penalty: 3451.630127
	Iteration 45Q: 3 clusters Score -5092122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5092125.500000 Penalty: 3451.630127
	Iteration 46Q: 3 clusters Score -5092126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5092123.000000 Penalty: 3451.630127
	Iteration 47Q: 3 clusters Score -5092123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5092123.000000 Penalty: 3451.630127
	Iteration 48F: 3 clusters Score -5092123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (53748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Entering Unmasked Estep 
Score: -6695980.000000 Penalty: 1769.960083
	Iteration 0F: 2 clusters Score -6695980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -6660107.000000 Penalty: 3539.920166
	Iteration 0F: 3 clusters Score -6660107 nChanged 25161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -6674255.000000 Penalty: 3539.920166
	Iteration 1F: 3 clusters Score -6674255 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -6674701.500000 Penalty: 3539.920166
	Iteration 2Q: 3 clusters Score -6674702 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -6675089.500000 Penalty: 3539.920166
	Iteration 3Q: 3 clusters Score -6675090 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -6675556.000000 Penalty: 3539.920166
	Iteration 4Q: 3 clusters Score -6675556 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -6676077.000000 Penalty: 3539.920166
	Iteration 5Q: 3 clusters Score -6676077 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -6676741.500000 Penalty: 3539.920166
	Iteration 6Q: 3 clusters Score -6676742 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -6677893.000000 Penalty: 3539.920166
	Iteration 7Q: 3 clusters Score -6677893 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -6679735.500000 Penalty: 3539.920166
	Iteration 8F: 3 clusters Score -6679736 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -6682435.000000 Penalty: 3539.920166
	Iteration 9F: 3 clusters Score -6682435 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -6685753.000000 Penalty: 3539.920166
	Iteration 10F: 3 clusters Score -6685753 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -6688987.500000 Penalty: 3539.920166
	Iteration 11F: 3 clusters Score -6688988 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -6691457.000000 Penalty: 3539.920166
	Iteration 12F: 3 clusters Score -6691457 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6693001.000000 Penalty: 3539.920166
	Iteration 13Q: 3 clusters Score -6693001 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6693761.500000 Penalty: 3539.920166
	Iteration 14Q: 3 clusters Score -6693762 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6694075.000000 Penalty: 3539.920166
	Iteration 15Q: 3 clusters Score -6694075 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6694225.000000 Penalty: 3539.920166
	Iteration 16Q: 3 clusters Score -6694225 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6694295.500000 Penalty: 3539.920166
	Iteration 17Q: 3 clusters Score -6694296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6694333.000000 Penalty: 3539.920166
	Iteration 18Q: 3 clusters Score -6694333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6694373.000000 Penalty: 3539.920166
	Iteration 19Q: 3 clusters Score -6694373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6694377.500000 Penalty: 3539.920166
	Iteration 20F: 3 clusters Score -6694378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6694389.500000 Penalty: 3539.920166
	Iteration 21Q: 3 clusters Score -6694390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6694398.000000 Penalty: 3539.920166
	Iteration 22Q: 3 clusters Score -6694398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6694395.500000 Penalty: 3539.920166
	Iteration 23Q: 3 clusters Score -6694396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6694395.500000 Penalty: 3539.920166
	Iteration 24F: 3 clusters Score -6694396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -81929.125000 Penalty: 1057.432617
	Iteration 0F: 2 clusters Score -81929.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80707.875000 Penalty: 2114.865234
	Iteration 0F: 3 clusters Score -80707.88 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80875.515625 Penalty: 2114.865234
	Iteration 1F: 3 clusters Score -80875.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80910.789062 Penalty: 2114.865234
	Iteration 2Q: 3 clusters Score -80910.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -80928.648438 Penalty: 2114.865234
	Iteration 3Q: 3 clusters Score -80928.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -80948.265625 Penalty: 2114.865234
	Iteration 4Q: 3 clusters Score -80948.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80958.203125 Penalty: 2114.865234
	Iteration 5Q: 3 clusters Score -80958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -80965.156250 Penalty: 2114.865234
	Iteration 6Q: 3 clusters Score -80965.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -80973.929688 Penalty: 2114.865234
	Iteration 7Q: 3 clusters Score -80973.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80976.734375 Penalty: 2114.865234
	Iteration 8Q: 3 clusters Score -80976.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80979.273438 Penalty: 2114.865234
	Iteration 9Q: 3 clusters Score -80979.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80983.656250 Penalty: 2114.865234
	Iteration 10Q: 3 clusters Score -80983.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80985.164062 Penalty: 2114.865234
	Iteration 11Q: 3 clusters Score -80985.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80987.640625 Penalty: 2114.865234
	Iteration 12Q: 3 clusters Score -80987.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80989.640625 Penalty: 2114.865234
	Iteration 13Q: 3 clusters Score -80989.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80989.640625 Penalty: 2114.865234
	Iteration 14F: 3 clusters Score -80989.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Entering Unmasked Estep 
Score: -662338.187500 Penalty: 1393.021240
	Iteration 0F: 2 clusters Score -662338.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -658166.500000 Penalty: 2786.042480
	Iteration 0F: 3 clusters Score -658166.5 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -659357.062500 Penalty: 2786.042480
	Iteration 1F: 3 clusters Score -659357.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -659513.625000 Penalty: 2786.042480
	Iteration 2F: 3 clusters Score -659513.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -659617.687500 Penalty: 2786.042480
	Iteration 3Q: 3 clusters Score -659617.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -659688.312500 Penalty: 2786.042480
	Iteration 4Q: 3 clusters Score -659688.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -659749.125000 Penalty: 2786.042480
	Iteration 5Q: 3 clusters Score -659749.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -659809.125000 Penalty: 2786.042480
	Iteration 6Q: 3 clusters Score -659809.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -659863.375000 Penalty: 2786.042480
	Iteration 7Q: 3 clusters Score -659863.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -659915.812500 Penalty: 2786.042480
	Iteration 8Q: 3 clusters Score -659915.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -659986.937500 Penalty: 2786.042480
	Iteration 9Q: 3 clusters Score -659986.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -660072.500000 Penalty: 2786.042480
	Iteration 10Q: 3 clusters Score -660072.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -660169.312500 Penalty: 2786.042480
	Iteration 11Q: 3 clusters Score -660169.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -660273.062500 Penalty: 2786.042480
	Iteration 12Q: 3 clusters Score -660273.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -660399.625000 Penalty: 2786.042480
	Iteration 13Q: 3 clusters Score -660399.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -660517.500000 Penalty: 2786.042480
	Iteration 14Q: 3 clusters Score -660517.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -660654.187500 Penalty: 2786.042480
	Iteration 15Q: 3 clusters Score -660654.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -660777.312500 Penalty: 2786.042480
	Iteration 16Q: 3 clusters Score -660777.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -660867.187500 Penalty: 2786.042480
	Iteration 17Q: 3 clusters Score -660867.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -660933.812500 Penalty: 2786.042480
	Iteration 18Q: 3 clusters Score -660933.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -660979.437500 Penalty: 2786.042480
	Iteration 19Q: 3 clusters Score -660979.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -661005.750000 Penalty: 2786.042480
	Iteration 20F: 3 clusters Score -661005.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -661029.937500 Penalty: 2786.042480
	Iteration 21Q: 3 clusters Score -661029.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -661050.687500 Penalty: 2786.042480
	Iteration 22Q: 3 clusters Score -661050.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -661069.187500 Penalty: 2786.042480
	Iteration 23Q: 3 clusters Score -661069.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -661088.187500 Penalty: 2786.042480
	Iteration 24Q: 3 clusters Score -661088.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -661100.000000 Penalty: 2786.042480
	Iteration 25Q: 3 clusters Score -661100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -661105.500000 Penalty: 2786.042480
	Iteration 26Q: 3 clusters Score -661105.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -661109.625000 Penalty: 2786.042480
	Iteration 27Q: 3 clusters Score -661109.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -661116.000000 Penalty: 2786.042480
	Iteration 28Q: 3 clusters Score -661116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -661117.937500 Penalty: 2786.042480
	Iteration 29Q: 3 clusters Score -661117.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -661121.312500 Penalty: 2786.042480
	Iteration 30Q: 3 clusters Score -661121.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -661121.312500 Penalty: 2786.042480
	Iteration 31F: 3 clusters Score -661121.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 79584 members 
Mstep: Class 5 contains 30550 members 
Mstep: Class 6 contains 75576 members 
Mstep: Class 9 contains 60643 members 
Mstep: Class 10 contains 67482 members 
Mstep: Class 11 contains 83963 members 
Mstep: Class 12 contains 69124 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43014 members 
Mstep: Class 16 contains 40962 members 
Mstep: Class 17 contains 53748 members 
Mstep: Class 21 contains 670 members 
Mstep: Class 22 contains 5284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574440.000000 Penalty: 32515.083984
Iteration 439Q: 16 clusters Score -7.557444e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4264 members 
Mstep: Class 3 contains 79599 members 
Mstep: Class 5 contains 30414 members 
Mstep: Class 6 contains 75615 members 
Mstep: Class 9 contains 60737 members 
Mstep: Class 10 contains 67477 members 
Mstep: Class 11 contains 83759 members 
Mstep: Class 12 contains 69163 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43054 members 
Mstep: Class 16 contains 41017 members 
Mstep: Class 17 contains 53863 members 
Mstep: Class 21 contains 670 members 
Mstep: Class 22 contains 5266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574416.000000 Penalty: 32515.083984
Iteration 440F: 16 clusters Score -7.557442e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4273 members 
Mstep: Class 3 contains 79617 members 
Mstep: Class 5 contains 30286 members 
Mstep: Class 6 contains 75645 members 
Mstep: Class 9 contains 60812 members 
Mstep: Class 10 contains 67522 members 
Mstep: Class 11 contains 83576 members 
Mstep: Class 12 contains 69175 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43085 members 
Mstep: Class 16 contains 41066 members 
Mstep: Class 17 contains 53974 members 
Mstep: Class 21 contains 670 members 
Mstep: Class 22 contains 5218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574504.000000 Penalty: 32515.083984
Iteration 441Q: 16 clusters Score -7.55745e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4279 members 
Mstep: Class 3 contains 79642 members 
Mstep: Class 5 contains 30171 members 
Mstep: Class 6 contains 75655 members 
Mstep: Class 9 contains 60896 members 
Mstep: Class 10 contains 67585 members 
Mstep: Class 11 contains 83371 members 
Mstep: Class 12 contains 69202 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43137 members 
Mstep: Class 16 contains 41096 members 
Mstep: Class 17 contains 54070 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 5172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574576.000000 Penalty: 32515.083984
Iteration 442Q: 16 clusters Score -7.557458e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4294 members 
Mstep: Class 3 contains 79657 members 
Mstep: Class 5 contains 30057 members 
Mstep: Class 6 contains 75673 members 
Mstep: Class 9 contains 60961 members 
Mstep: Class 10 contains 67648 members 
Mstep: Class 11 contains 83193 members 
Mstep: Class 12 contains 69227 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43188 members 
Mstep: Class 16 contains 41131 members 
Mstep: Class 17 contains 54157 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 5123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574568.000000 Penalty: 32515.083984
Iteration 443Q: 16 clusters Score -7.557457e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 79650 members 
Mstep: Class 5 contains 29955 members 
Mstep: Class 6 contains 75708 members 
Mstep: Class 9 contains 61027 members 
Mstep: Class 10 contains 67706 members 
Mstep: Class 11 contains 83045 members 
Mstep: Class 12 contains 69246 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43219 members 
Mstep: Class 16 contains 41170 members 
Mstep: Class 17 contains 54241 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 5081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574512.000000 Penalty: 32515.083984
Iteration 444Q: 16 clusters Score -7.557451e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4317 members 
Mstep: Class 3 contains 79620 members 
Mstep: Class 5 contains 29846 members 
Mstep: Class 6 contains 75755 members 
Mstep: Class 9 contains 61100 members 
Mstep: Class 10 contains 67800 members 
Mstep: Class 11 contains 82865 members 
Mstep: Class 12 contains 69266 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43243 members 
Mstep: Class 16 contains 41195 members 
Mstep: Class 17 contains 54299 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 5068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574472.000000 Penalty: 32515.083984
Iteration 445Q: 16 clusters Score -7.557447e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4344 members 
Mstep: Class 3 contains 79593 members 
Mstep: Class 5 contains 29740 members 
Mstep: Class 6 contains 75786 members 
Mstep: Class 9 contains 61171 members 
Mstep: Class 10 contains 67935 members 
Mstep: Class 11 contains 82653 members 
Mstep: Class 12 contains 69276 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43247 members 
Mstep: Class 16 contains 41221 members 
Mstep: Class 17 contains 54380 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 5057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574464.000000 Penalty: 32515.083984
Iteration 446Q: 16 clusters Score -7.557446e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 79552 members 
Mstep: Class 5 contains 29624 members 
Mstep: Class 6 contains 75793 members 
Mstep: Class 9 contains 61219 members 
Mstep: Class 10 contains 68097 members 
Mstep: Class 11 contains 82504 members 
Mstep: Class 12 contains 69287 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43270 members 
Mstep: Class 16 contains 41249 members 
Mstep: Class 17 contains 54449 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 5024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574600.000000 Penalty: 32515.083984
Iteration 447Q: 16 clusters Score -7.55746e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 79535 members 
Mstep: Class 5 contains 29537 members 
Mstep: Class 6 contains 75813 members 
Mstep: Class 9 contains 61280 members 
Mstep: Class 10 contains 68243 members 
Mstep: Class 11 contains 82319 members 
Mstep: Class 12 contains 69285 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43288 members 
Mstep: Class 16 contains 41268 members 
Mstep: Class 17 contains 54536 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 4985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574656.000000 Penalty: 32515.083984
Iteration 448Q: 16 clusters Score -7.557466e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4393 members 
Mstep: Class 3 contains 79519 members 
Mstep: Class 5 contains 29443 members 
Mstep: Class 6 contains 75813 members 
Mstep: Class 9 contains 61357 members 
Mstep: Class 10 contains 68379 members 
Mstep: Class 11 contains 82135 members 
Mstep: Class 12 contains 69292 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43313 members 
Mstep: Class 16 contains 41289 members 
Mstep: Class 17 contains 54612 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 4957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574600.000000 Penalty: 32515.083984
Iteration 449Q: 16 clusters Score -7.55746e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4405 members 
Mstep: Class 3 contains 79511 members 
Mstep: Class 5 contains 29364 members 
Mstep: Class 6 contains 75816 members 
Mstep: Class 9 contains 61399 members 
Mstep: Class 10 contains 68536 members 
Mstep: Class 11 contains 81940 members 
Mstep: Class 12 contains 69303 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43335 members 
Mstep: Class 16 contains 41309 members 
Mstep: Class 17 contains 54689 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 4931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574560.000000 Penalty: 32515.083984
Iteration 450Q: 16 clusters Score -7.557456e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4426 members 
Mstep: Class 3 contains 79469 members 
Mstep: Class 5 contains 29293 members 
Mstep: Class 6 contains 75812 members 
Mstep: Class 9 contains 61436 members 
Mstep: Class 10 contains 68726 members 
Mstep: Class 11 contains 81744 members 
Mstep: Class 12 contains 69310 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43347 members 
Mstep: Class 16 contains 41341 members 
Mstep: Class 17 contains 54756 members 
Mstep: Class 21 contains 672 members 
Mstep: Class 22 contains 4910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574520.000000 Penalty: 32515.083984
Iteration 451Q: 16 clusters Score -7.557452e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 79449 members 
Mstep: Class 5 contains 29206 members 
Mstep: Class 6 contains 75820 members 
Mstep: Class 9 contains 61487 members 
Mstep: Class 10 contains 68877 members 
Mstep: Class 11 contains 81547 members 
Mstep: Class 12 contains 69326 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43374 members 
Mstep: Class 16 contains 41358 members 
Mstep: Class 17 contains 54827 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 4873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574768.000000 Penalty: 32515.083984
Iteration 452Q: 16 clusters Score -7.557477e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 4460 members 
Mstep: Class 3 contains 79441 members 
Mstep: Class 5 contains 29120 members 
Mstep: Class 6 contains 75820 members 
Mstep: Class 9 contains 61529 members 
Mstep: Class 10 contains 69032 members 
Mstep: Class 11 contains 81342 members 
Mstep: Class 12 contains 69346 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43392 members 
Mstep: Class 16 contains 41371 members 
Mstep: Class 17 contains 54894 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 4854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574800.000000 Penalty: 32515.083984
Iteration 453Q: 16 clusters Score -7.55748e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 79445 members 
Mstep: Class 5 contains 29048 members 
Mstep: Class 6 contains 75818 members 
Mstep: Class 9 contains 61601 members 
Mstep: Class 10 contains 69159 members 
Mstep: Class 11 contains 81122 members 
Mstep: Class 12 contains 69370 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43424 members 
Mstep: Class 16 contains 41383 members 
Mstep: Class 17 contains 54945 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 4841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574576.000000 Penalty: 32515.083984
Iteration 454Q: 16 clusters Score -7.557458e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4453 members 
Mstep: Class 3 contains 79416 members 
Mstep: Class 5 contains 28998 members 
Mstep: Class 6 contains 75843 members 
Mstep: Class 9 contains 61669 members 
Mstep: Class 10 contains 69267 members 
Mstep: Class 11 contains 80925 members 
Mstep: Class 12 contains 69401 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43447 members 
Mstep: Class 16 contains 41405 members 
Mstep: Class 17 contains 54984 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 4831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574504.000000 Penalty: 32515.083984
Iteration 455Q: 16 clusters Score -7.55745e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4445 members 
Mstep: Class 3 contains 79413 members 
Mstep: Class 5 contains 28951 members 
Mstep: Class 6 contains 75857 members 
Mstep: Class 9 contains 61755 members 
Mstep: Class 10 contains 69394 members 
Mstep: Class 11 contains 80684 members 
Mstep: Class 12 contains 69407 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43463 members 
Mstep: Class 16 contains 41428 members 
Mstep: Class 17 contains 55042 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 4821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574400.000000 Penalty: 32515.083984
Iteration 456Q: 16 clusters Score -7.55744e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4455 members 
Mstep: Class 3 contains 79393 members 
Mstep: Class 5 contains 28910 members 
Mstep: Class 6 contains 75874 members 
Mstep: Class 9 contains 61836 members 
Mstep: Class 10 contains 69552 members 
Mstep: Class 11 contains 80416 members 
Mstep: Class 12 contains 69421 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43471 members 
Mstep: Class 16 contains 41458 members 
Mstep: Class 17 contains 55087 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 4805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574424.000000 Penalty: 32515.083984
Iteration 457Q: 16 clusters Score -7.557442e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4471 members 
Mstep: Class 3 contains 79382 members 
Mstep: Class 5 contains 28871 members 
Mstep: Class 6 contains 75887 members 
Mstep: Class 9 contains 61904 members 
Mstep: Class 10 contains 69724 members 
Mstep: Class 11 contains 80137 members 
Mstep: Class 12 contains 69420 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43489 members 
Mstep: Class 16 contains 41487 members 
Mstep: Class 17 contains 55138 members 
Mstep: Class 21 contains 671 members 
Mstep: Class 22 contains 4783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574264.000000 Penalty: 32515.083984
Iteration 458Q: 16 clusters Score -7.557426e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4481 members 
Mstep: Class 3 contains 79345 members 
Mstep: Class 5 contains 28825 members 
Mstep: Class 6 contains 75894 members 
Mstep: Class 9 contains 61986 members 
Mstep: Class 10 contains 69904 members 
Mstep: Class 11 contains 79862 members 
Mstep: Class 12 contains 69437 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43499 members 
Mstep: Class 16 contains 41500 members 
Mstep: Class 17 contains 55201 members 
Mstep: Class 21 contains 670 members 
Mstep: Class 22 contains 4768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574248.000000 Penalty: 32515.083984
Iteration 459Q: 16 clusters Score -7.557425e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 79315 members 
Mstep: Class 5 contains 28779 members 
Mstep: Class 6 contains 75921 members 
Mstep: Class 9 contains 62068 members 
Mstep: Class 10 contains 70083 members 
Mstep: Class 11 contains 79576 members 
Mstep: Class 12 contains 69453 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43502 members 
Mstep: Class 16 contains 41519 members 
Mstep: Class 17 contains 55265 members 
Mstep: Class 21 contains 669 members 
Mstep: Class 22 contains 4741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574120.000000 Penalty: 32515.083984
Iteration 460F: 16 clusters Score -7.557412e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 79312 members 
Mstep: Class 5 contains 28736 members 
Mstep: Class 6 contains 75953 members 
Mstep: Class 9 contains 62149 members 
Mstep: Class 10 contains 70237 members 
Mstep: Class 11 contains 79274 members 
Mstep: Class 12 contains 69487 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43509 members 
Mstep: Class 16 contains 41552 members 
Mstep: Class 17 contains 55317 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 4707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574064.000000 Penalty: 32515.083984
Iteration 461Q: 16 clusters Score -7.557406e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 79310 members 
Mstep: Class 5 contains 28690 members 
Mstep: Class 6 contains 75974 members 
Mstep: Class 9 contains 62214 members 
Mstep: Class 10 contains 70430 members 
Mstep: Class 11 contains 78947 members 
Mstep: Class 12 contains 69527 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43521 members 
Mstep: Class 16 contains 41578 members 
Mstep: Class 17 contains 55377 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 4672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574080.000000 Penalty: 32515.083984
Iteration 462Q: 16 clusters Score -7.557408e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 79302 members 
Mstep: Class 5 contains 28658 members 
Mstep: Class 6 contains 75995 members 
Mstep: Class 9 contains 62273 members 
Mstep: Class 10 contains 70617 members 
Mstep: Class 11 contains 78592 members 
Mstep: Class 12 contains 69580 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43546 members 
Mstep: Class 16 contains 41594 members 
Mstep: Class 17 contains 55470 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 4638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573992.000000 Penalty: 32515.083984
Iteration 463Q: 16 clusters Score -7.557399e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 3 contains 79308 members 
Mstep: Class 5 contains 28636 members 
Mstep: Class 6 contains 76025 members 
Mstep: Class 9 contains 62336 members 
Mstep: Class 10 contains 70821 members 
Mstep: Class 11 contains 78246 members 
Mstep: Class 12 contains 69593 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43548 members 
Mstep: Class 16 contains 41603 members 
Mstep: Class 17 contains 55562 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 4610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574000.000000 Penalty: 32515.083984
Iteration 464Q: 16 clusters Score -7.5574e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4478 members 
Mstep: Class 3 contains 79336 members 
Mstep: Class 5 contains 28590 members 
Mstep: Class 6 contains 76065 members 
Mstep: Class 9 contains 62395 members 
Mstep: Class 10 contains 70981 members 
Mstep: Class 11 contains 77884 members 
Mstep: Class 12 contains 69643 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43560 members 
Mstep: Class 16 contains 41620 members 
Mstep: Class 17 contains 55647 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 4583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573888.000000 Penalty: 32515.083984
Iteration 465Q: 16 clusters Score -7.557389e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 79363 members 
Mstep: Class 5 contains 28539 members 
Mstep: Class 6 contains 76116 members 
Mstep: Class 9 contains 62463 members 
Mstep: Class 10 contains 71168 members 
Mstep: Class 11 contains 77514 members 
Mstep: Class 12 contains 69668 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43568 members 
Mstep: Class 16 contains 41639 members 
Mstep: Class 17 contains 55732 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 4548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573704.000000 Penalty: 32515.083984
Iteration 466Q: 16 clusters Score -7.55737e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 3 contains 79395 members 
Mstep: Class 5 contains 28502 members 
Mstep: Class 6 contains 76158 members 
Mstep: Class 9 contains 62515 members 
Mstep: Class 10 contains 71361 members 
Mstep: Class 11 contains 77128 members 
Mstep: Class 12 contains 69693 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43559 members 
Mstep: Class 16 contains 41654 members 
Mstep: Class 17 contains 55826 members 
Mstep: Class 21 contains 668 members 
Mstep: Class 22 contains 4534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573560.000000 Penalty: 32515.083984
Iteration 467Q: 16 clusters Score -7.557356e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 79437 members 
Mstep: Class 5 contains 28489 members 
Mstep: Class 6 contains 76191 members 
Mstep: Class 9 contains 62557 members 
Mstep: Class 10 contains 71518 members 
Mstep: Class 11 contains 76770 members 
Mstep: Class 12 contains 69712 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43553 members 
Mstep: Class 16 contains 41671 members 
Mstep: Class 17 contains 55915 members 
Mstep: Class 21 contains 667 members 
Mstep: Class 22 contains 4522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573504.000000 Penalty: 32515.083984
Iteration 468Q: 16 clusters Score -7.55735e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4482 members 
Mstep: Class 3 contains 79471 members 
Mstep: Class 5 contains 28481 members 
Mstep: Class 6 contains 76214 members 
Mstep: Class 9 contains 62597 members 
Mstep: Class 10 contains 71666 members 
Mstep: Class 11 contains 76435 members 
Mstep: Class 12 contains 69742 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43555 members 
Mstep: Class 16 contains 41696 members 
Mstep: Class 17 contains 55980 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573328.000000 Penalty: 32515.083984
Iteration 469Q: 16 clusters Score -7.557333e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 79514 members 
Mstep: Class 5 contains 28460 members 
Mstep: Class 6 contains 76221 members 
Mstep: Class 9 contains 62661 members 
Mstep: Class 10 contains 71780 members 
Mstep: Class 11 contains 76133 members 
Mstep: Class 12 contains 69777 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43573 members 
Mstep: Class 16 contains 41716 members 
Mstep: Class 17 contains 56034 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573344.000000 Penalty: 32515.083984
Iteration 470Q: 16 clusters Score -7.557334e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4476 members 
Mstep: Class 3 contains 79550 members 
Mstep: Class 5 contains 28439 members 
Mstep: Class 6 contains 76236 members 
Mstep: Class 9 contains 62708 members 
Mstep: Class 10 contains 71927 members 
Mstep: Class 11 contains 75823 members 
Mstep: Class 12 contains 69811 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43571 members 
Mstep: Class 16 contains 41755 members 
Mstep: Class 17 contains 56085 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573448.000000 Penalty: 32515.083984
Iteration 471Q: 16 clusters Score -7.557345e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4477 members 
Mstep: Class 3 contains 79589 members 
Mstep: Class 5 contains 28408 members 
Mstep: Class 6 contains 76252 members 
Mstep: Class 9 contains 62750 members 
Mstep: Class 10 contains 72035 members 
Mstep: Class 11 contains 75547 members 
Mstep: Class 12 contains 69850 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43568 members 
Mstep: Class 16 contains 41787 members 
Mstep: Class 17 contains 56141 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573400.000000 Penalty: 32515.083984
Iteration 472Q: 16 clusters Score -7.55734e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4472 members 
Mstep: Class 3 contains 79613 members 
Mstep: Class 5 contains 28394 members 
Mstep: Class 6 contains 76272 members 
Mstep: Class 9 contains 62789 members 
Mstep: Class 10 contains 72162 members 
Mstep: Class 11 contains 75251 members 
Mstep: Class 12 contains 69880 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43557 members 
Mstep: Class 16 contains 41825 members 
Mstep: Class 17 contains 56215 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573280.000000 Penalty: 32515.083984
Iteration 473Q: 16 clusters Score -7.557328e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4462 members 
Mstep: Class 3 contains 79641 members 
Mstep: Class 5 contains 28387 members 
Mstep: Class 6 contains 76284 members 
Mstep: Class 9 contains 62808 members 
Mstep: Class 10 contains 72275 members 
Mstep: Class 11 contains 74997 members 
Mstep: Class 12 contains 69914 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43547 members 
Mstep: Class 16 contains 41851 members 
Mstep: Class 17 contains 56294 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573168.000000 Penalty: 32515.083984
Iteration 474Q: 16 clusters Score -7.557317e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4457 members 
Mstep: Class 3 contains 79664 members 
Mstep: Class 5 contains 28385 members 
Mstep: Class 6 contains 76307 members 
Mstep: Class 9 contains 62830 members 
Mstep: Class 10 contains 72391 members 
Mstep: Class 11 contains 74743 members 
Mstep: Class 12 contains 69933 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43539 members 
Mstep: Class 16 contains 41896 members 
Mstep: Class 17 contains 56369 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572920.000000 Penalty: 32515.083984
Iteration 475Q: 16 clusters Score -7.557292e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4453 members 
Mstep: Class 3 contains 79693 members 
Mstep: Class 5 contains 28374 members 
Mstep: Class 6 contains 76337 members 
Mstep: Class 9 contains 62839 members 
Mstep: Class 10 contains 72488 members 
Mstep: Class 11 contains 74496 members 
Mstep: Class 12 contains 69950 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43533 members 
Mstep: Class 16 contains 41934 members 
Mstep: Class 17 contains 56455 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572864.000000 Penalty: 32515.083984
Iteration 476Q: 16 clusters Score -7.557286e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 79736 members 
Mstep: Class 5 contains 28363 members 
Mstep: Class 6 contains 76353 members 
Mstep: Class 9 contains 62861 members 
Mstep: Class 10 contains 72583 members 
Mstep: Class 11 contains 74243 members 
Mstep: Class 12 contains 69968 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43520 members 
Mstep: Class 16 contains 41972 members 
Mstep: Class 17 contains 56541 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572912.000000 Penalty: 32515.083984
Iteration 477Q: 16 clusters Score -7.557291e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4434 members 
Mstep: Class 3 contains 79784 members 
Mstep: Class 5 contains 28363 members 
Mstep: Class 6 contains 76371 members 
Mstep: Class 9 contains 62865 members 
Mstep: Class 10 contains 72676 members 
Mstep: Class 11 contains 73999 members 
Mstep: Class 12 contains 69990 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43508 members 
Mstep: Class 16 contains 42007 members 
Mstep: Class 17 contains 56625 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572832.000000 Penalty: 32515.083984
Iteration 478Q: 16 clusters Score -7.557283e+07 nChanged 861
Entering ConstructFrom: 
Score: -75572832.000000 Penalty: 32515.083984
Entering ConstructFrom: 
Trying to split cluster 1 (5233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Entering Unmasked Estep 
Score: -608884.312500 Penalty: 1391.445312
	Iteration 0F: 2 clusters Score -608884.3 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 2612 members 
Entering Unmasked Estep 
Score: -605014.875000 Penalty: 2782.890625
	Iteration 0F: 3 clusters Score -605014.9 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -607042.562500 Penalty: 2782.890625
	Iteration 1F: 3 clusters Score -607042.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -607972.375000 Penalty: 2782.890625
	Iteration 2F: 3 clusters Score -607972.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -608575.562500 Penalty: 2782.890625
	Iteration 3F: 3 clusters Score -608575.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -608836.187500 Penalty: 2782.890625
	Iteration 4F: 3 clusters Score -608836.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -608971.812500 Penalty: 2782.890625
	Iteration 5Q: 3 clusters Score -608971.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -609046.687500 Penalty: 2782.890625
	Iteration 6Q: 3 clusters Score -609046.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -609090.875000 Penalty: 2782.890625
	Iteration 7Q: 3 clusters Score -609090.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -609126.375000 Penalty: 2782.890625
	Iteration 8Q: 3 clusters Score -609126.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -609154.937500 Penalty: 2782.890625
	Iteration 9Q: 3 clusters Score -609154.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -609174.375000 Penalty: 2782.890625
	Iteration 10Q: 3 clusters Score -609174.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -609187.562500 Penalty: 2782.890625
	Iteration 11Q: 3 clusters Score -609187.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -609193.937500 Penalty: 2782.890625
	Iteration 12Q: 3 clusters Score -609193.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -609201.375000 Penalty: 2782.890625
	Iteration 13Q: 3 clusters Score -609201.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -609212.937500 Penalty: 2782.890625
	Iteration 14Q: 3 clusters Score -609212.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -609221.750000 Penalty: 2782.890625
	Iteration 15Q: 3 clusters Score -609221.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -609228.187500 Penalty: 2782.890625
	Iteration 16Q: 3 clusters Score -609228.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -609233.937500 Penalty: 2782.890625
	Iteration 17Q: 3 clusters Score -609233.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -609235.000000 Penalty: 2782.890625
	Iteration 18Q: 3 clusters Score -609235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -609239.625000 Penalty: 2782.890625
	Iteration 19Q: 3 clusters Score -609239.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -609240.625000 Penalty: 2782.890625
	Iteration 20F: 3 clusters Score -609240.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -609242.000000 Penalty: 2782.890625
	Iteration 21Q: 3 clusters Score -609242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -609242.375000 Penalty: 2782.890625
	Iteration 22Q: 3 clusters Score -609242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -609242.562500 Penalty: 2782.890625
	Iteration 23Q: 3 clusters Score -609242.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -609244.062500 Penalty: 2782.890625
	Iteration 24Q: 3 clusters Score -609244.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -609244.062500 Penalty: 2782.890625
	Iteration 25F: 3 clusters Score -609244.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4431 members 
Mstep: Class 3 contains 79852 members 
Mstep: Class 4 contains 4736 members 
Mstep: Class 5 contains 28353 members 
Mstep: Class 6 contains 76379 members 
Mstep: Class 9 contains 62885 members 
Mstep: Class 10 contains 72726 members 
Mstep: Class 11 contains 73763 members 
Mstep: Class 12 contains 70025 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43490 members 
Mstep: Class 16 contains 42036 members 
Mstep: Class 17 contains 56715 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4368 members 
Entering Unmasked Estep 
Score: -75572576.000000 Penalty: 34682.753906
Splitting cluster 1 changes total score from -75572832.000000 to -75572576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Entering Unmasked Estep 
Score: -548102.812500 Penalty: 1364.411865
	Iteration 0F: 2 clusters Score -548102.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -544488.125000 Penalty: 2728.823730
	Iteration 0F: 3 clusters Score -544488.1 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -545418.562500 Penalty: 2728.823730
	Iteration 1F: 3 clusters Score -545418.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -545563.937500 Penalty: 2728.823730
	Iteration 2F: 3 clusters Score -545563.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -545644.187500 Penalty: 2728.823730
	Iteration 3Q: 3 clusters Score -545644.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -545696.125000 Penalty: 2728.823730
	Iteration 4Q: 3 clusters Score -545696.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -545743.000000 Penalty: 2728.823730
	Iteration 5Q: 3 clusters Score -545743 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -545784.000000 Penalty: 2728.823730
	Iteration 6Q: 3 clusters Score -545784 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -545817.812500 Penalty: 2728.823730
	Iteration 7Q: 3 clusters Score -545817.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -545848.875000 Penalty: 2728.823730
	Iteration 8Q: 3 clusters Score -545848.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -545875.812500 Penalty: 2728.823730
	Iteration 9Q: 3 clusters Score -545875.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -545896.500000 Penalty: 2728.823730
	Iteration 10Q: 3 clusters Score -545896.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -545917.500000 Penalty: 2728.823730
	Iteration 11Q: 3 clusters Score -545917.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -545936.500000 Penalty: 2728.823730
	Iteration 12Q: 3 clusters Score -545936.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -545959.062500 Penalty: 2728.823730
	Iteration 13Q: 3 clusters Score -545959.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -545991.500000 Penalty: 2728.823730
	Iteration 14Q: 3 clusters Score -545991.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -546025.375000 Penalty: 2728.823730
	Iteration 15Q: 3 clusters Score -546025.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -546072.687500 Penalty: 2728.823730
	Iteration 16Q: 3 clusters Score -546072.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -546127.625000 Penalty: 2728.823730
	Iteration 17Q: 3 clusters Score -546127.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -546187.250000 Penalty: 2728.823730
	Iteration 18Q: 3 clusters Score -546187.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -546261.750000 Penalty: 2728.823730
	Iteration 19Q: 3 clusters Score -546261.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -546349.875000 Penalty: 2728.823730
	Iteration 20F: 3 clusters Score -546349.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -546423.875000 Penalty: 2728.823730
	Iteration 21Q: 3 clusters Score -546423.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -546476.937500 Penalty: 2728.823730
	Iteration 22Q: 3 clusters Score -546476.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -546544.187500 Penalty: 2728.823730
	Iteration 23Q: 3 clusters Score -546544.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -546612.375000 Penalty: 2728.823730
	Iteration 24Q: 3 clusters Score -546612.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -546662.062500 Penalty: 2728.823730
	Iteration 25Q: 3 clusters Score -546662.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -546701.250000 Penalty: 2728.823730
	Iteration 26Q: 3 clusters Score -546701.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -546743.062500 Penalty: 2728.823730
	Iteration 27Q: 3 clusters Score -546743.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -546791.687500 Penalty: 2728.823730
	Iteration 28Q: 3 clusters Score -546791.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -546822.125000 Penalty: 2728.823730
	Iteration 29Q: 3 clusters Score -546822.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -546847.937500 Penalty: 2728.823730
	Iteration 30Q: 3 clusters Score -546847.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -546865.375000 Penalty: 2728.823730
	Iteration 31Q: 3 clusters Score -546865.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -546875.062500 Penalty: 2728.823730
	Iteration 32Q: 3 clusters Score -546875.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -546882.437500 Penalty: 2728.823730
	Iteration 33Q: 3 clusters Score -546882.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -546883.312500 Penalty: 2728.823730
	Iteration 34Q: 3 clusters Score -546883.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -546887.687500 Penalty: 2728.823730
	Iteration 35Q: 3 clusters Score -546887.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -546892.312500 Penalty: 2728.823730
	Iteration 36Q: 3 clusters Score -546892.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -546892.437500 Penalty: 2728.823730
	Iteration 37Q: 3 clusters Score -546892.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -546893.750000 Penalty: 2728.823730
	Iteration 38Q: 3 clusters Score -546893.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -546893.750000 Penalty: 2728.823730
	Iteration 39F: 3 clusters Score -546893.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (79852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Entering Unmasked Estep 
Score: -9881029.000000 Penalty: 1834.288696
	Iteration 0F: 2 clusters Score -9881029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -9830193.000000 Penalty: 3668.577393
	Iteration 0F: 3 clusters Score -9830193 nChanged 38094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -9852276.000000 Penalty: 3668.577393
	Iteration 1F: 3 clusters Score -9852276 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -9853050.000000 Penalty: 3668.577393
	Iteration 2Q: 3 clusters Score -9853050 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -9854078.000000 Penalty: 3668.577393
	Iteration 3Q: 3 clusters Score -9854078 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -9855251.000000 Penalty: 3668.577393
	Iteration 4Q: 3 clusters Score -9855251 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -9857016.000000 Penalty: 3668.577393
	Iteration 5Q: 3 clusters Score -9857016 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -9859339.000000 Penalty: 3668.577393
	Iteration 6F: 3 clusters Score -9859339 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -9862377.000000 Penalty: 3668.577393
	Iteration 7F: 3 clusters Score -9862377 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -9865851.000000 Penalty: 3668.577393
	Iteration 8F: 3 clusters Score -9865851 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -9869125.000000 Penalty: 3668.577393
	Iteration 9F: 3 clusters Score -9869125 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -9871345.000000 Penalty: 3668.577393
	Iteration 10F: 3 clusters Score -9871345 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -9872347.000000 Penalty: 3668.577393
	Iteration 11Q: 3 clusters Score -9872347 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -9872776.000000 Penalty: 3668.577393
	Iteration 12Q: 3 clusters Score -9872776 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -9873068.000000 Penalty: 3668.577393
	Iteration 13Q: 3 clusters Score -9873068 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -9873227.000000 Penalty: 3668.577393
	Iteration 14Q: 3 clusters Score -9873227 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -9873421.000000 Penalty: 3668.577393
	Iteration 15Q: 3 clusters Score -9873421 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -9873602.000000 Penalty: 3668.577393
	Iteration 16Q: 3 clusters Score -9873602 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -9873673.000000 Penalty: 3668.577393
	Iteration 17Q: 3 clusters Score -9873673 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -9873800.000000 Penalty: 3668.577393
	Iteration 18Q: 3 clusters Score -9873800 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -9873912.000000 Penalty: 3668.577393
	Iteration 19Q: 3 clusters Score -9873912 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -9873917.000000 Penalty: 3668.577393
	Iteration 20F: 3 clusters Score -9873917 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -9873979.000000 Penalty: 3668.577393
	Iteration 21Q: 3 clusters Score -9873979 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -9874021.000000 Penalty: 3668.577393
	Iteration 22Q: 3 clusters Score -9874021 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -9874083.000000 Penalty: 3668.577393
	Iteration 23Q: 3 clusters Score -9874083 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -9874143.000000 Penalty: 3668.577393
	Iteration 24Q: 3 clusters Score -9874143 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -9874175.000000 Penalty: 3668.577393
	Iteration 25Q: 3 clusters Score -9874175 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -9874228.000000 Penalty: 3668.577393
	Iteration 26Q: 3 clusters Score -9874228 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -9874307.000000 Penalty: 3668.577393
	Iteration 27Q: 3 clusters Score -9874307 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -9874326.000000 Penalty: 3668.577393
	Iteration 28Q: 3 clusters Score -9874326 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -9874377.000000 Penalty: 3668.577393
	Iteration 29Q: 3 clusters Score -9874377 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -9874396.000000 Penalty: 3668.577393
	Iteration 30Q: 3 clusters Score -9874396 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -9874404.000000 Penalty: 3668.577393
	Iteration 31Q: 3 clusters Score -9874404 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -9874418.000000 Penalty: 3668.577393
	Iteration 32Q: 3 clusters Score -9874418 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -9874409.000000 Penalty: 3668.577393
	Iteration 33Q: 3 clusters Score -9874409 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -9874434.000000 Penalty: 3668.577393
	Iteration 34Q: 3 clusters Score -9874434 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -9874438.000000 Penalty: 3668.577393
	Iteration 35Q: 3 clusters Score -9874438 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -9874468.000000 Penalty: 3668.577393
	Iteration 36Q: 3 clusters Score -9874468 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -9874505.000000 Penalty: 3668.577393
	Iteration 37Q: 3 clusters Score -9874505 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -9874516.000000 Penalty: 3668.577393
	Iteration 38Q: 3 clusters Score -9874516 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -9874503.000000 Penalty: 3668.577393
	Iteration 39Q: 3 clusters Score -9874503 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -9874508.000000 Penalty: 3668.577393
	Iteration 40F: 3 clusters Score -9874508 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -9874508.000000 Penalty: 3668.577393
	Iteration 41Q: 3 clusters Score -9874508 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -9874548.000000 Penalty: 3668.577393
	Iteration 42Q: 3 clusters Score -9874548 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -9874546.000000 Penalty: 3668.577393
	Iteration 43Q: 3 clusters Score -9874546 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -9874587.000000 Penalty: 3668.577393
	Iteration 44Q: 3 clusters Score -9874587 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -9874635.000000 Penalty: 3668.577393
	Iteration 45Q: 3 clusters Score -9874635 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -9874641.000000 Penalty: 3668.577393
	Iteration 46Q: 3 clusters Score -9874641 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -9874689.000000 Penalty: 3668.577393
	Iteration 47Q: 3 clusters Score -9874689 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -9874699.000000 Penalty: 3668.577393
	Iteration 48Q: 3 clusters Score -9874699 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -9874730.000000 Penalty: 3668.577393
	Iteration 49Q: 3 clusters Score -9874730 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -9874751.000000 Penalty: 3668.577393
	Iteration 50Q: 3 clusters Score -9874751 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -9874766.000000 Penalty: 3668.577393
	Iteration 51Q: 3 clusters Score -9874766 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -9874771.000000 Penalty: 3668.577393
	Iteration 52Q: 3 clusters Score -9874771 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -9874765.000000 Penalty: 3668.577393
	Iteration 53Q: 3 clusters Score -9874765 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -9874770.000000 Penalty: 3668.577393
	Iteration 54Q: 3 clusters Score -9874770 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -9874783.000000 Penalty: 3668.577393
	Iteration 55Q: 3 clusters Score -9874783 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -9874789.000000 Penalty: 3668.577393
	Iteration 56Q: 3 clusters Score -9874789 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -9874836.000000 Penalty: 3668.577393
	Iteration 57Q: 3 clusters Score -9874836 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -9874902.000000 Penalty: 3668.577393
	Iteration 58Q: 3 clusters Score -9874902 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -9874919.000000 Penalty: 3668.577393
	Iteration 59Q: 3 clusters Score -9874919 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -9874944.000000 Penalty: 3668.577393
	Iteration 60F: 3 clusters Score -9874944 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -9874997.000000 Penalty: 3668.577393
	Iteration 61Q: 3 clusters Score -9874997 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -9875037.000000 Penalty: 3668.577393
	Iteration 62Q: 3 clusters Score -9875037 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -9875059.000000 Penalty: 3668.577393
	Iteration 63Q: 3 clusters Score -9875059 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -9875075.000000 Penalty: 3668.577393
	Iteration 64Q: 3 clusters Score -9875075 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -9875122.000000 Penalty: 3668.577393
	Iteration 65Q: 3 clusters Score -9875122 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -9875156.000000 Penalty: 3668.577393
	Iteration 66Q: 3 clusters Score -9875156 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -9875202.000000 Penalty: 3668.577393
	Iteration 67Q: 3 clusters Score -9875202 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -9875267.000000 Penalty: 3668.577393
	Iteration 68Q: 3 clusters Score -9875267 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53330 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -9875317.000000 Penalty: 3668.577393
	Iteration 69Q: 3 clusters Score -9875317 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -9875370.000000 Penalty: 3668.577393
	Iteration 70Q: 3 clusters Score -9875370 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -9875423.000000 Penalty: 3668.577393
	Iteration 71Q: 3 clusters Score -9875423 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -9875436.000000 Penalty: 3668.577393
	Iteration 72Q: 3 clusters Score -9875436 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -9875427.000000 Penalty: 3668.577393
	Iteration 73Q: 3 clusters Score -9875427 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -9875439.000000 Penalty: 3668.577393
	Iteration 74Q: 3 clusters Score -9875439 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -9875512.000000 Penalty: 3668.577393
	Iteration 75Q: 3 clusters Score -9875512 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -9875550.000000 Penalty: 3668.577393
	Iteration 76Q: 3 clusters Score -9875550 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -9875596.000000 Penalty: 3668.577393
	Iteration 77Q: 3 clusters Score -9875596 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -9875616.000000 Penalty: 3668.577393
	Iteration 78Q: 3 clusters Score -9875616 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56212 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -9875604.000000 Penalty: 3668.577393
	Iteration 79Q: 3 clusters Score -9875604 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -9875606.000000 Penalty: 3668.577393
	Iteration 80F: 3 clusters Score -9875606 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -9875674.000000 Penalty: 3668.577393
	Iteration 81Q: 3 clusters Score -9875674 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -9875717.000000 Penalty: 3668.577393
	Iteration 82Q: 3 clusters Score -9875717 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57407 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -9875738.000000 Penalty: 3668.577393
	Iteration 83Q: 3 clusters Score -9875738 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57727 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -9875818.000000 Penalty: 3668.577393
	Iteration 84Q: 3 clusters Score -9875818 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -9875864.000000 Penalty: 3668.577393
	Iteration 85Q: 3 clusters Score -9875864 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -9875881.000000 Penalty: 3668.577393
	Iteration 86Q: 3 clusters Score -9875881 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -9875970.000000 Penalty: 3668.577393
	Iteration 87Q: 3 clusters Score -9875970 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -9876057.000000 Penalty: 3668.577393
	Iteration 88Q: 3 clusters Score -9876057 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59471 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -9876146.000000 Penalty: 3668.577393
	Iteration 89Q: 3 clusters Score -9876146 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -9876244.000000 Penalty: 3668.577393
	Iteration 90Q: 3 clusters Score -9876244 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -9876273.000000 Penalty: 3668.577393
	Iteration 91Q: 3 clusters Score -9876273 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -9876382.000000 Penalty: 3668.577393
	Iteration 92Q: 3 clusters Score -9876382 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -9876487.000000 Penalty: 3668.577393
	Iteration 93Q: 3 clusters Score -9876487 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -9876540.000000 Penalty: 3668.577393
	Iteration 94Q: 3 clusters Score -9876540 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61951 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -9876658.000000 Penalty: 3668.577393
	Iteration 95Q: 3 clusters Score -9876658 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62396 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -9876754.000000 Penalty: 3668.577393
	Iteration 96Q: 3 clusters Score -9876754 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -9876868.000000 Penalty: 3668.577393
	Iteration 97Q: 3 clusters Score -9876868 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63375 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -9877028.000000 Penalty: 3668.577393
	Iteration 98Q: 3 clusters Score -9877028 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -9877176.000000 Penalty: 3668.577393
	Iteration 99Q: 3 clusters Score -9877176 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -9877298.000000 Penalty: 3668.577393
	Iteration 100F: 3 clusters Score -9877298 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64987 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -9877461.000000 Penalty: 3668.577393
	Iteration 101Q: 3 clusters Score -9877461 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -9877648.000000 Penalty: 3668.577393
	Iteration 102Q: 3 clusters Score -9877648 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -9877832.000000 Penalty: 3668.577393
	Iteration 103Q: 3 clusters Score -9877832 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66675 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -9878013.000000 Penalty: 3668.577393
	Iteration 104Q: 3 clusters Score -9878013 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -9878170.000000 Penalty: 3668.577393
	Iteration 105Q: 3 clusters Score -9878170 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67701 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -9878296.000000 Penalty: 3668.577393
	Iteration 106Q: 3 clusters Score -9878296 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -9878363.000000 Penalty: 3668.577393
	Iteration 107Q: 3 clusters Score -9878363 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68633 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -9878448.000000 Penalty: 3668.577393
	Iteration 108Q: 3 clusters Score -9878448 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69059 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -9878494.000000 Penalty: 3668.577393
	Iteration 109Q: 3 clusters Score -9878494 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -9878547.000000 Penalty: 3668.577393
	Iteration 110Q: 3 clusters Score -9878547 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -9878620.000000 Penalty: 3668.577393
	Iteration 111Q: 3 clusters Score -9878620 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70272 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -9878672.000000 Penalty: 3668.577393
	Iteration 112Q: 3 clusters Score -9878672 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -9878709.000000 Penalty: 3668.577393
	Iteration 113Q: 3 clusters Score -9878709 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70975 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -9878709.000000 Penalty: 3668.577393
	Iteration 114Q: 3 clusters Score -9878709 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71267 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -9878769.000000 Penalty: 3668.577393
	Iteration 115Q: 3 clusters Score -9878769 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71540 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -9878778.000000 Penalty: 3668.577393
	Iteration 116Q: 3 clusters Score -9878778 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71804 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -9878829.000000 Penalty: 3668.577393
	Iteration 117Q: 3 clusters Score -9878829 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -9878848.000000 Penalty: 3668.577393
	Iteration 118Q: 3 clusters Score -9878848 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72255 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -9878916.000000 Penalty: 3668.577393
	Iteration 119Q: 3 clusters Score -9878916 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72466 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -9878944.000000 Penalty: 3668.577393
	Iteration 120F: 3 clusters Score -9878944 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -9878981.000000 Penalty: 3668.577393
	Iteration 121Q: 3 clusters Score -9878981 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72859 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -9879002.000000 Penalty: 3668.577393
	Iteration 122Q: 3 clusters Score -9879002 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73041 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -9879061.000000 Penalty: 3668.577393
	Iteration 123Q: 3 clusters Score -9879061 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -9879117.000000 Penalty: 3668.577393
	Iteration 124Q: 3 clusters Score -9879117 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -9879163.000000 Penalty: 3668.577393
	Iteration 125Q: 3 clusters Score -9879163 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73574 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -9879189.000000 Penalty: 3668.577393
	Iteration 126Q: 3 clusters Score -9879189 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -9879207.000000 Penalty: 3668.577393
	Iteration 127Q: 3 clusters Score -9879207 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73854 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -9879234.000000 Penalty: 3668.577393
	Iteration 128Q: 3 clusters Score -9879234 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73981 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -9879271.000000 Penalty: 3668.577393
	Iteration 129Q: 3 clusters Score -9879271 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74112 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -9879310.000000 Penalty: 3668.577393
	Iteration 130Q: 3 clusters Score -9879310 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74235 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -9879325.000000 Penalty: 3668.577393
	Iteration 131Q: 3 clusters Score -9879325 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74372 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -9879338.000000 Penalty: 3668.577393
	Iteration 132Q: 3 clusters Score -9879338 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -9879385.000000 Penalty: 3668.577393
	Iteration 133Q: 3 clusters Score -9879385 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -9879397.000000 Penalty: 3668.577393
	Iteration 134Q: 3 clusters Score -9879397 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -9879415.000000 Penalty: 3668.577393
	Iteration 135Q: 3 clusters Score -9879415 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -9879418.000000 Penalty: 3668.577393
	Iteration 136Q: 3 clusters Score -9879418 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -9879443.000000 Penalty: 3668.577393
	Iteration 137Q: 3 clusters Score -9879443 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -9879458.000000 Penalty: 3668.577393
	Iteration 138Q: 3 clusters Score -9879458 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75146 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -9879486.000000 Penalty: 3668.577393
	Iteration 139Q: 3 clusters Score -9879486 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75225 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -9879486.000000 Penalty: 3668.577393
	Iteration 140F: 3 clusters Score -9879486 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75299 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -9879507.000000 Penalty: 3668.577393
	Iteration 141Q: 3 clusters Score -9879507 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75376 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -9879499.000000 Penalty: 3668.577393
	Iteration 142Q: 3 clusters Score -9879499 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75459 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -9879513.000000 Penalty: 3668.577393
	Iteration 143Q: 3 clusters Score -9879513 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75524 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -9879529.000000 Penalty: 3668.577393
	Iteration 144Q: 3 clusters Score -9879529 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75587 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -9879548.000000 Penalty: 3668.577393
	Iteration 145Q: 3 clusters Score -9879548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -9879552.000000 Penalty: 3668.577393
	Iteration 146Q: 3 clusters Score -9879552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75696 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -9879565.000000 Penalty: 3668.577393
	Iteration 147Q: 3 clusters Score -9879565 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -9879585.000000 Penalty: 3668.577393
	Iteration 148Q: 3 clusters Score -9879585 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75814 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -9879598.000000 Penalty: 3668.577393
	Iteration 149Q: 3 clusters Score -9879598 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75862 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -9879609.000000 Penalty: 3668.577393
	Iteration 150Q: 3 clusters Score -9879609 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -9879602.000000 Penalty: 3668.577393
	Iteration 151Q: 3 clusters Score -9879602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -9879595.000000 Penalty: 3668.577393
	Iteration 152Q: 3 clusters Score -9879595 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -9879605.000000 Penalty: 3668.577393
	Iteration 153Q: 3 clusters Score -9879605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -9879603.000000 Penalty: 3668.577393
	Iteration 154Q: 3 clusters Score -9879603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -9879609.000000 Penalty: 3668.577393
	Iteration 155Q: 3 clusters Score -9879609 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -9879612.000000 Penalty: 3668.577393
	Iteration 156Q: 3 clusters Score -9879612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76124 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -9879622.000000 Penalty: 3668.577393
	Iteration 157Q: 3 clusters Score -9879622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76148 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -9879627.000000 Penalty: 3668.577393
	Iteration 158Q: 3 clusters Score -9879627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76173 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -9879621.000000 Penalty: 3668.577393
	Iteration 159Q: 3 clusters Score -9879621 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76207 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -9879633.000000 Penalty: 3668.577393
	Iteration 160F: 3 clusters Score -9879633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -9879627.000000 Penalty: 3668.577393
	Iteration 161Q: 3 clusters Score -9879627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76257 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -9879628.000000 Penalty: 3668.577393
	Iteration 162Q: 3 clusters Score -9879628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -9879640.000000 Penalty: 3668.577393
	Iteration 163Q: 3 clusters Score -9879640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -9879643.000000 Penalty: 3668.577393
	Iteration 164Q: 3 clusters Score -9879643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -9879649.000000 Penalty: 3668.577393
	Iteration 165Q: 3 clusters Score -9879649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -9879648.000000 Penalty: 3668.577393
	Iteration 166Q: 3 clusters Score -9879648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76379 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -9879651.000000 Penalty: 3668.577393
	Iteration 167Q: 3 clusters Score -9879651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76389 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -9879650.000000 Penalty: 3668.577393
	Iteration 168Q: 3 clusters Score -9879650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76397 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -9879666.000000 Penalty: 3668.577393
	Iteration 169Q: 3 clusters Score -9879666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76408 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -9879669.000000 Penalty: 3668.577393
	Iteration 170Q: 3 clusters Score -9879669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -9879669.000000 Penalty: 3668.577393
	Iteration 171Q: 3 clusters Score -9879669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76434 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -9879684.000000 Penalty: 3668.577393
	Iteration 172Q: 3 clusters Score -9879684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76451 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -9879675.000000 Penalty: 3668.577393
	Iteration 173Q: 3 clusters Score -9879675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76465 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -9879679.000000 Penalty: 3668.577393
	Iteration 174Q: 3 clusters Score -9879679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76473 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -9879689.000000 Penalty: 3668.577393
	Iteration 175Q: 3 clusters Score -9879689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76478 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -9879685.000000 Penalty: 3668.577393
	Iteration 176Q: 3 clusters Score -9879685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76484 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -9879691.000000 Penalty: 3668.577393
	Iteration 177Q: 3 clusters Score -9879691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -9879704.000000 Penalty: 3668.577393
	Iteration 178Q: 3 clusters Score -9879704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76498 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -9879704.000000 Penalty: 3668.577393
	Iteration 179Q: 3 clusters Score -9879704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76505 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -9879699.000000 Penalty: 3668.577393
	Iteration 180F: 3 clusters Score -9879699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76511 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -9879695.000000 Penalty: 3668.577393
	Iteration 181Q: 3 clusters Score -9879695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -9879693.000000 Penalty: 3668.577393
	Iteration 182Q: 3 clusters Score -9879693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76523 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -9879693.000000 Penalty: 3668.577393
	Iteration 183Q: 3 clusters Score -9879693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -9879699.000000 Penalty: 3668.577393
	Iteration 184Q: 3 clusters Score -9879699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -9879701.000000 Penalty: 3668.577393
	Iteration 185Q: 3 clusters Score -9879701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -9879705.000000 Penalty: 3668.577393
	Iteration 186Q: 3 clusters Score -9879705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76548 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -9879707.000000 Penalty: 3668.577393
	Iteration 187Q: 3 clusters Score -9879707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76549 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -9879705.000000 Penalty: 3668.577393
	Iteration 188Q: 3 clusters Score -9879705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76556 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -9879707.000000 Penalty: 3668.577393
	Iteration 189Q: 3 clusters Score -9879707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76566 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -9879700.000000 Penalty: 3668.577393
	Iteration 190Q: 3 clusters Score -9879700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -9879702.000000 Penalty: 3668.577393
	Iteration 191Q: 3 clusters Score -9879702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76579 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -9879710.000000 Penalty: 3668.577393
	Iteration 192Q: 3 clusters Score -9879710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -9879702.000000 Penalty: 3668.577393
	Iteration 193Q: 3 clusters Score -9879702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76595 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -9879706.000000 Penalty: 3668.577393
	Iteration 194Q: 3 clusters Score -9879706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -9879701.000000 Penalty: 3668.577393
	Iteration 195Q: 3 clusters Score -9879701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76619 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -9879704.000000 Penalty: 3668.577393
	Iteration 196Q: 3 clusters Score -9879704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -9879704.000000 Penalty: 3668.577393
	Iteration 197Q: 3 clusters Score -9879704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76637 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -9879712.000000 Penalty: 3668.577393
	Iteration 198Q: 3 clusters Score -9879712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76646 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -9879709.000000 Penalty: 3668.577393
	Iteration 199Q: 3 clusters Score -9879709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76656 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -9879713.000000 Penalty: 3668.577393
	Iteration 200F: 3 clusters Score -9879713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76664 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -9879712.000000 Penalty: 3668.577393
	Iteration 201Q: 3 clusters Score -9879712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76673 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -9879709.000000 Penalty: 3668.577393
	Iteration 202Q: 3 clusters Score -9879709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76680 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -9879710.000000 Penalty: 3668.577393
	Iteration 203Q: 3 clusters Score -9879710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76691 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -9879714.000000 Penalty: 3668.577393
	Iteration 204Q: 3 clusters Score -9879714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76700 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -9879726.000000 Penalty: 3668.577393
	Iteration 205Q: 3 clusters Score -9879726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76713 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -9879737.000000 Penalty: 3668.577393
	Iteration 206Q: 3 clusters Score -9879737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76714 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -9879737.000000 Penalty: 3668.577393
	Iteration 207Q: 3 clusters Score -9879737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76718 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -9879734.000000 Penalty: 3668.577393
	Iteration 208Q: 3 clusters Score -9879734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76724 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -9879730.000000 Penalty: 3668.577393
	Iteration 209Q: 3 clusters Score -9879730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -9879742.000000 Penalty: 3668.577393
	Iteration 210Q: 3 clusters Score -9879742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76744 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -9879749.000000 Penalty: 3668.577393
	Iteration 211Q: 3 clusters Score -9879749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76755 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -9879744.000000 Penalty: 3668.577393
	Iteration 212Q: 3 clusters Score -9879744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76765 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -9879752.000000 Penalty: 3668.577393
	Iteration 213Q: 3 clusters Score -9879752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76777 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -9879756.000000 Penalty: 3668.577393
	Iteration 214Q: 3 clusters Score -9879756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -9879752.000000 Penalty: 3668.577393
	Iteration 215Q: 3 clusters Score -9879752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76792 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -9879758.000000 Penalty: 3668.577393
	Iteration 216Q: 3 clusters Score -9879758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76799 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -9879759.000000 Penalty: 3668.577393
	Iteration 217Q: 3 clusters Score -9879759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76806 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -9879755.000000 Penalty: 3668.577393
	Iteration 218Q: 3 clusters Score -9879755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76816 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -9879759.000000 Penalty: 3668.577393
	Iteration 219Q: 3 clusters Score -9879759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76825 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -9879759.000000 Penalty: 3668.577393
	Iteration 220F: 3 clusters Score -9879759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76831 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -9879765.000000 Penalty: 3668.577393
	Iteration 221Q: 3 clusters Score -9879765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -9879766.000000 Penalty: 3668.577393
	Iteration 222Q: 3 clusters Score -9879766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -9879771.000000 Penalty: 3668.577393
	Iteration 223Q: 3 clusters Score -9879771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76837 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -9879768.000000 Penalty: 3668.577393
	Iteration 224Q: 3 clusters Score -9879768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76839 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -9879771.000000 Penalty: 3668.577393
	Iteration 225Q: 3 clusters Score -9879771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76841 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -9879776.000000 Penalty: 3668.577393
	Iteration 226Q: 3 clusters Score -9879776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76843 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -9879771.000000 Penalty: 3668.577393
	Iteration 227Q: 3 clusters Score -9879771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76847 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -9879773.000000 Penalty: 3668.577393
	Iteration 228Q: 3 clusters Score -9879773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -9879770.000000 Penalty: 3668.577393
	Iteration 229Q: 3 clusters Score -9879770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76853 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -9879776.000000 Penalty: 3668.577393
	Iteration 230Q: 3 clusters Score -9879776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76855 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -9879776.000000 Penalty: 3668.577393
	Iteration 231Q: 3 clusters Score -9879776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76856 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -9879777.000000 Penalty: 3668.577393
	Iteration 232Q: 3 clusters Score -9879777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -9879775.000000 Penalty: 3668.577393
	Iteration 233Q: 3 clusters Score -9879775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76860 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -9879778.000000 Penalty: 3668.577393
	Iteration 234Q: 3 clusters Score -9879778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -9879781.000000 Penalty: 3668.577393
	Iteration 235Q: 3 clusters Score -9879781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76864 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -9879771.000000 Penalty: 3668.577393
	Iteration 236Q: 3 clusters Score -9879771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -9879776.000000 Penalty: 3668.577393
	Iteration 237Q: 3 clusters Score -9879776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76866 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -9879780.000000 Penalty: 3668.577393
	Iteration 238Q: 3 clusters Score -9879780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76868 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -9879776.000000 Penalty: 3668.577393
	Iteration 239Q: 3 clusters Score -9879776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76870 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -9879779.000000 Penalty: 3668.577393
	Iteration 240F: 3 clusters Score -9879779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76871 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -9879775.000000 Penalty: 3668.577393
	Iteration 241Q: 3 clusters Score -9879775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76873 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -9879782.000000 Penalty: 3668.577393
	Iteration 242Q: 3 clusters Score -9879782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76873 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -9879782.000000 Penalty: 3668.577393
	Iteration 243F: 3 clusters Score -9879782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Entering Unmasked Estep 
Score: -3420558.000000 Penalty: 1666.029297
	Iteration 0F: 2 clusters Score -3420558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3401476.250000 Penalty: 3332.058594
	Iteration 0F: 3 clusters Score -3401476 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -3408618.250000 Penalty: 3332.058594
	Iteration 1F: 3 clusters Score -3408618 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -3408922.750000 Penalty: 3332.058594
	Iteration 2Q: 3 clusters Score -3408923 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3409201.250000 Penalty: 3332.058594
	Iteration 3Q: 3 clusters Score -3409201 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3409416.500000 Penalty: 3332.058594
	Iteration 4Q: 3 clusters Score -3409416 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3409735.750000 Penalty: 3332.058594
	Iteration 5Q: 3 clusters Score -3409736 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -3410151.250000 Penalty: 3332.058594
	Iteration 6Q: 3 clusters Score -3410151 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -3410807.000000 Penalty: 3332.058594
	Iteration 7Q: 3 clusters Score -3410807 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3411843.250000 Penalty: 3332.058594
	Iteration 8F: 3 clusters Score -3411843 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -3413452.500000 Penalty: 3332.058594
	Iteration 9F: 3 clusters Score -3413452 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3415399.000000 Penalty: 3332.058594
	Iteration 10F: 3 clusters Score -3415399 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -3417174.250000 Penalty: 3332.058594
	Iteration 11F: 3 clusters Score -3417174 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3418242.000000 Penalty: 3332.058594
	Iteration 12Q: 3 clusters Score -3418242 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -3418712.250000 Penalty: 3332.058594
	Iteration 13Q: 3 clusters Score -3418712 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -3418911.500000 Penalty: 3332.058594
	Iteration 14Q: 3 clusters Score -3418912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3418988.750000 Penalty: 3332.058594
	Iteration 15Q: 3 clusters Score -3418989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3419018.500000 Penalty: 3332.058594
	Iteration 16Q: 3 clusters Score -3419018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3419044.000000 Penalty: 3332.058594
	Iteration 17Q: 3 clusters Score -3419044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -3419049.250000 Penalty: 3332.058594
	Iteration 18Q: 3 clusters Score -3419049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3419058.250000 Penalty: 3332.058594
	Iteration 19Q: 3 clusters Score -3419058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -3419065.250000 Penalty: 3332.058594
	Iteration 20F: 3 clusters Score -3419065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3419066.500000 Penalty: 3332.058594
	Iteration 21Q: 3 clusters Score -3419066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -3419070.250000 Penalty: 3332.058594
	Iteration 22Q: 3 clusters Score -3419070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -3419070.750000 Penalty: 3332.058594
	Iteration 23Q: 3 clusters Score -3419071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -3419070.750000 Penalty: 3332.058594
	Iteration 24F: 3 clusters Score -3419071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (76379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76379 members 
Entering Unmasked Estep 
Score: -9500112.000000 Penalty: 1827.062866
	Iteration 0F: 2 clusters Score -9500112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -9450736.000000 Penalty: 3654.125732
	Iteration 0F: 3 clusters Score -9450736 nChanged 36340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -9471872.000000 Penalty: 3654.125732
	Iteration 1F: 3 clusters Score -9471872 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -9472544.000000 Penalty: 3654.125732
	Iteration 2Q: 3 clusters Score -9472544 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -9473359.000000 Penalty: 3654.125732
	Iteration 3Q: 3 clusters Score -9473359 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -9474477.000000 Penalty: 3654.125732
	Iteration 4Q: 3 clusters Score -9474477 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -9475939.000000 Penalty: 3654.125732
	Iteration 5Q: 3 clusters Score -9475939 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -9477888.000000 Penalty: 3654.125732
	Iteration 6Q: 3 clusters Score -9477888 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -9480530.000000 Penalty: 3654.125732
	Iteration 7F: 3 clusters Score -9480530 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -9483506.000000 Penalty: 3654.125732
	Iteration 8F: 3 clusters Score -9483506 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -9486389.000000 Penalty: 3654.125732
	Iteration 9F: 3 clusters Score -9486389 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -9488373.000000 Penalty: 3654.125732
	Iteration 10Q: 3 clusters Score -9488373 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -9489411.000000 Penalty: 3654.125732
	Iteration 11Q: 3 clusters Score -9489411 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -9489881.000000 Penalty: 3654.125732
	Iteration 12Q: 3 clusters Score -9489881 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -9490217.000000 Penalty: 3654.125732
	Iteration 13Q: 3 clusters Score -9490217 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -9490463.000000 Penalty: 3654.125732
	Iteration 14Q: 3 clusters Score -9490463 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -9490802.000000 Penalty: 3654.125732
	Iteration 15Q: 3 clusters Score -9490802 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -9491126.000000 Penalty: 3654.125732
	Iteration 16Q: 3 clusters Score -9491126 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -9491469.000000 Penalty: 3654.125732
	Iteration 17Q: 3 clusters Score -9491469 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -9491805.000000 Penalty: 3654.125732
	Iteration 18Q: 3 clusters Score -9491805 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60060 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -9492104.000000 Penalty: 3654.125732
	Iteration 19Q: 3 clusters Score -9492104 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -9492463.000000 Penalty: 3654.125732
	Iteration 20F: 3 clusters Score -9492463 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -9492704.000000 Penalty: 3654.125732
	Iteration 21Q: 3 clusters Score -9492704 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -9493037.000000 Penalty: 3654.125732
	Iteration 22Q: 3 clusters Score -9493037 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -9493363.000000 Penalty: 3654.125732
	Iteration 23Q: 3 clusters Score -9493363 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -9493742.000000 Penalty: 3654.125732
	Iteration 24Q: 3 clusters Score -9493742 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -9494136.000000 Penalty: 3654.125732
	Iteration 25Q: 3 clusters Score -9494136 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -9494587.000000 Penalty: 3654.125732
	Iteration 26Q: 3 clusters Score -9494587 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -9494980.000000 Penalty: 3654.125732
	Iteration 27Q: 3 clusters Score -9494980 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -9495431.000000 Penalty: 3654.125732
	Iteration 28Q: 3 clusters Score -9495431 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -9495794.000000 Penalty: 3654.125732
	Iteration 29Q: 3 clusters Score -9495794 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71639 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -9496184.000000 Penalty: 3654.125732
	Iteration 30Q: 3 clusters Score -9496184 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72355 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -9496533.000000 Penalty: 3654.125732
	Iteration 31Q: 3 clusters Score -9496533 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -9496874.000000 Penalty: 3654.125732
	Iteration 32Q: 3 clusters Score -9496874 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -9497155.000000 Penalty: 3654.125732
	Iteration 33Q: 3 clusters Score -9497155 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -9497415.000000 Penalty: 3654.125732
	Iteration 34Q: 3 clusters Score -9497415 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74385 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -9497628.000000 Penalty: 3654.125732
	Iteration 35Q: 3 clusters Score -9497628 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -9497809.000000 Penalty: 3654.125732
	Iteration 36Q: 3 clusters Score -9497809 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9497991.000000 Penalty: 3654.125732
	Iteration 37Q: 3 clusters Score -9497991 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75144 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -9498087.000000 Penalty: 3654.125732
	Iteration 38Q: 3 clusters Score -9498087 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75284 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9498164.000000 Penalty: 3654.125732
	Iteration 39Q: 3 clusters Score -9498164 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75395 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9498213.000000 Penalty: 3654.125732
	Iteration 40F: 3 clusters Score -9498213 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75463 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9498261.000000 Penalty: 3654.125732
	Iteration 41Q: 3 clusters Score -9498261 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75517 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9498299.000000 Penalty: 3654.125732
	Iteration 42Q: 3 clusters Score -9498299 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75560 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9498329.000000 Penalty: 3654.125732
	Iteration 43Q: 3 clusters Score -9498329 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75590 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9498340.000000 Penalty: 3654.125732
	Iteration 44Q: 3 clusters Score -9498340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75615 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9498353.000000 Penalty: 3654.125732
	Iteration 45Q: 3 clusters Score -9498353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75629 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9498349.000000 Penalty: 3654.125732
	Iteration 46Q: 3 clusters Score -9498349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9498358.000000 Penalty: 3654.125732
	Iteration 47Q: 3 clusters Score -9498358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9498377.000000 Penalty: 3654.125732
	Iteration 48Q: 3 clusters Score -9498377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9498380.000000 Penalty: 3654.125732
	Iteration 49Q: 3 clusters Score -9498380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75689 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9498401.000000 Penalty: 3654.125732
	Iteration 50Q: 3 clusters Score -9498401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75707 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9498413.000000 Penalty: 3654.125732
	Iteration 51Q: 3 clusters Score -9498413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9498420.000000 Penalty: 3654.125732
	Iteration 52Q: 3 clusters Score -9498420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75740 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9498436.000000 Penalty: 3654.125732
	Iteration 53Q: 3 clusters Score -9498436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9498445.000000 Penalty: 3654.125732
	Iteration 54Q: 3 clusters Score -9498445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9498447.000000 Penalty: 3654.125732
	Iteration 55Q: 3 clusters Score -9498447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75777 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9498464.000000 Penalty: 3654.125732
	Iteration 56Q: 3 clusters Score -9498464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75782 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9498467.000000 Penalty: 3654.125732
	Iteration 57Q: 3 clusters Score -9498467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9498473.000000 Penalty: 3654.125732
	Iteration 58Q: 3 clusters Score -9498473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9498473.000000 Penalty: 3654.125732
	Iteration 59Q: 3 clusters Score -9498473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9498470.000000 Penalty: 3654.125732
	Iteration 60F: 3 clusters Score -9498470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9498470.000000 Penalty: 3654.125732
	Iteration 61Q: 3 clusters Score -9498470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9498481.000000 Penalty: 3654.125732
	Iteration 62Q: 3 clusters Score -9498481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75814 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9498485.000000 Penalty: 3654.125732
	Iteration 63Q: 3 clusters Score -9498485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75820 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9498490.000000 Penalty: 3654.125732
	Iteration 64Q: 3 clusters Score -9498490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75823 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9498491.000000 Penalty: 3654.125732
	Iteration 65Q: 3 clusters Score -9498491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9498495.000000 Penalty: 3654.125732
	Iteration 66Q: 3 clusters Score -9498495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75828 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9498505.000000 Penalty: 3654.125732
	Iteration 67Q: 3 clusters Score -9498505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9498497.000000 Penalty: 3654.125732
	Iteration 68Q: 3 clusters Score -9498497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9498498.000000 Penalty: 3654.125732
	Iteration 69Q: 3 clusters Score -9498498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9498498.000000 Penalty: 3654.125732
	Iteration 70F: 3 clusters Score -9498498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Entering Unmasked Estep 
Score: -7801790.500000 Penalty: 1795.472656
	Iteration 0F: 2 clusters Score -7801790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -7760896.000000 Penalty: 3590.945312
	Iteration 0F: 3 clusters Score -7760896 nChanged 29678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -7777727.000000 Penalty: 3590.945312
	Iteration 1F: 3 clusters Score -7777727 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -7778077.500000 Penalty: 3590.945312
	Iteration 2Q: 3 clusters Score -7778078 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -7778497.500000 Penalty: 3590.945312
	Iteration 3Q: 3 clusters Score -7778498 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -7779001.500000 Penalty: 3590.945312
	Iteration 4Q: 3 clusters Score -7779002 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -7779853.000000 Penalty: 3590.945312
	Iteration 5Q: 3 clusters Score -7779853 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -7781115.500000 Penalty: 3590.945312
	Iteration 6Q: 3 clusters Score -7781116 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -7783048.000000 Penalty: 3590.945312
	Iteration 7F: 3 clusters Score -7783048 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -7786182.000000 Penalty: 3590.945312
	Iteration 8F: 3 clusters Score -7786182 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -7790327.000000 Penalty: 3590.945312
	Iteration 9F: 3 clusters Score -7790327 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -7794121.000000 Penalty: 3590.945312
	Iteration 10F: 3 clusters Score -7794121 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -7796086.000000 Penalty: 3590.945312
	Iteration 11F: 3 clusters Score -7796086 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -7797058.000000 Penalty: 3590.945312
	Iteration 12Q: 3 clusters Score -7797058 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -7797789.000000 Penalty: 3590.945312
	Iteration 13Q: 3 clusters Score -7797789 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -7798432.500000 Penalty: 3590.945312
	Iteration 14Q: 3 clusters Score -7798432 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -7799055.000000 Penalty: 3590.945312
	Iteration 15Q: 3 clusters Score -7799055 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -7799591.500000 Penalty: 3590.945312
	Iteration 16Q: 3 clusters Score -7799592 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -7800034.000000 Penalty: 3590.945312
	Iteration 17Q: 3 clusters Score -7800034 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -7800337.500000 Penalty: 3590.945312
	Iteration 18Q: 3 clusters Score -7800338 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -7800575.500000 Penalty: 3590.945312
	Iteration 19Q: 3 clusters Score -7800576 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -7800712.500000 Penalty: 3590.945312
	Iteration 20F: 3 clusters Score -7800712 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -7800854.500000 Penalty: 3590.945312
	Iteration 21Q: 3 clusters Score -7800854 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -7800945.500000 Penalty: 3590.945312
	Iteration 22Q: 3 clusters Score -7800946 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -7801003.500000 Penalty: 3590.945312
	Iteration 23Q: 3 clusters Score -7801004 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
Score: -7801063.000000 Penalty: 3590.945312
	Iteration 24Q: 3 clusters Score -7801063 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -7801118.500000 Penalty: 3590.945312
	Iteration 25Q: 3 clusters Score -7801118 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -7801123.000000 Penalty: 3590.945312
	Iteration 26Q: 3 clusters Score -7801123 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -7801156.000000 Penalty: 3590.945312
	Iteration 27Q: 3 clusters Score -7801156 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 58407 members 
Entering Unmasked Estep 
Score: -7801179.500000 Penalty: 3590.945312
	Iteration 28Q: 3 clusters Score -7801180 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 58685 members 
Entering Unmasked Estep 
Score: -7801163.500000 Penalty: 3590.945312
	Iteration 29Q: 3 clusters Score -7801164 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 58904 members 
Entering Unmasked Estep 
Score: -7801157.500000 Penalty: 3590.945312
	Iteration 30Q: 3 clusters Score -7801158 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 59107 members 
Entering Unmasked Estep 
Score: -7801159.000000 Penalty: 3590.945312
	Iteration 31Q: 3 clusters Score -7801159 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 59272 members 
Entering Unmasked Estep 
Score: -7801151.500000 Penalty: 3590.945312
	Iteration 32Q: 3 clusters Score -7801152 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -7801146.500000 Penalty: 3590.945312
	Iteration 33Q: 3 clusters Score -7801146 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 59526 members 
Entering Unmasked Estep 
Score: -7801142.500000 Penalty: 3590.945312
	Iteration 34Q: 3 clusters Score -7801142 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -7801129.000000 Penalty: 3590.945312
	Iteration 35Q: 3 clusters Score -7801129 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 59729 members 
Entering Unmasked Estep 
Score: -7801121.000000 Penalty: 3590.945312
	Iteration 36Q: 3 clusters Score -7801121 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 59820 members 
Entering Unmasked Estep 
Score: -7801119.500000 Penalty: 3590.945312
	Iteration 37Q: 3 clusters Score -7801120 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -7801133.500000 Penalty: 3590.945312
	Iteration 38Q: 3 clusters Score -7801134 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 59964 members 
Entering Unmasked Estep 
Score: -7801124.500000 Penalty: 3590.945312
	Iteration 39Q: 3 clusters Score -7801124 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
Score: -7801097.500000 Penalty: 3590.945312
	Iteration 40F: 3 clusters Score -7801098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 60109 members 
Entering Unmasked Estep 
Score: -7801111.000000 Penalty: 3590.945312
	Iteration 41Q: 3 clusters Score -7801111 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
Score: -7801096.500000 Penalty: 3590.945312
	Iteration 42Q: 3 clusters Score -7801096 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -7801099.500000 Penalty: 3590.945312
	Iteration 43Q: 3 clusters Score -7801100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -7801094.000000 Penalty: 3590.945312
	Iteration 44Q: 3 clusters Score -7801094 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -7801102.000000 Penalty: 3590.945312
	Iteration 45Q: 3 clusters Score -7801102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -7801098.000000 Penalty: 3590.945312
	Iteration 46Q: 3 clusters Score -7801098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 60418 members 
Entering Unmasked Estep 
Score: -7801102.000000 Penalty: 3590.945312
	Iteration 47Q: 3 clusters Score -7801102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 60449 members 
Entering Unmasked Estep 
Score: -7801091.000000 Penalty: 3590.945312
	Iteration 48Q: 3 clusters Score -7801091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -7801087.500000 Penalty: 3590.945312
	Iteration 49Q: 3 clusters Score -7801088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -7801095.500000 Penalty: 3590.945312
	Iteration 50Q: 3 clusters Score -7801096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -7801095.000000 Penalty: 3590.945312
	Iteration 51Q: 3 clusters Score -7801095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -7801092.500000 Penalty: 3590.945312
	Iteration 52Q: 3 clusters Score -7801092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -7801087.000000 Penalty: 3590.945312
	Iteration 53Q: 3 clusters Score -7801087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -7801090.000000 Penalty: 3590.945312
	Iteration 54Q: 3 clusters Score -7801090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -7801099.000000 Penalty: 3590.945312
	Iteration 55Q: 3 clusters Score -7801099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -7801102.000000 Penalty: 3590.945312
	Iteration 56Q: 3 clusters Score -7801102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -7801099.000000 Penalty: 3590.945312
	Iteration 57Q: 3 clusters Score -7801099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -7801112.500000 Penalty: 3590.945312
	Iteration 58Q: 3 clusters Score -7801112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -7801115.000000 Penalty: 3590.945312
	Iteration 59Q: 3 clusters Score -7801115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 60692 members 
Entering Unmasked Estep 
Score: -7801110.000000 Penalty: 3590.945312
	Iteration 60F: 3 clusters Score -7801110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -7801113.500000 Penalty: 3590.945312
	Iteration 61Q: 3 clusters Score -7801114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -7801113.000000 Penalty: 3590.945312
	Iteration 62Q: 3 clusters Score -7801113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -7801107.000000 Penalty: 3590.945312
	Iteration 63Q: 3 clusters Score -7801107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -7801105.000000 Penalty: 3590.945312
	Iteration 64Q: 3 clusters Score -7801105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 60777 members 
Entering Unmasked Estep 
Score: -7801107.500000 Penalty: 3590.945312
	Iteration 65Q: 3 clusters Score -7801108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -7801097.500000 Penalty: 3590.945312
	Iteration 66Q: 3 clusters Score -7801098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -7801093.000000 Penalty: 3590.945312
	Iteration 67Q: 3 clusters Score -7801093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 60829 members 
Entering Unmasked Estep 
Score: -7801095.000000 Penalty: 3590.945312
	Iteration 68Q: 3 clusters Score -7801095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -7801094.500000 Penalty: 3590.945312
	Iteration 69Q: 3 clusters Score -7801094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -7801086.000000 Penalty: 3590.945312
	Iteration 70Q: 3 clusters Score -7801086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -7801087.500000 Penalty: 3590.945312
	Iteration 71Q: 3 clusters Score -7801088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 60889 members 
Entering Unmasked Estep 
Score: -7801084.500000 Penalty: 3590.945312
	Iteration 72Q: 3 clusters Score -7801084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -7801096.500000 Penalty: 3590.945312
	Iteration 73Q: 3 clusters Score -7801096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -7801076.000000 Penalty: 3590.945312
	Iteration 74Q: 3 clusters Score -7801076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -7801082.500000 Penalty: 3590.945312
	Iteration 75Q: 3 clusters Score -7801082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -7801080.500000 Penalty: 3590.945312
	Iteration 76Q: 3 clusters Score -7801080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -7801081.500000 Penalty: 3590.945312
	Iteration 77Q: 3 clusters Score -7801082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -7801085.500000 Penalty: 3590.945312
	Iteration 78Q: 3 clusters Score -7801086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 60915 members 
Entering Unmasked Estep 
Score: -7801081.500000 Penalty: 3590.945312
	Iteration 79Q: 3 clusters Score -7801082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -7801078.000000 Penalty: 3590.945312
	Iteration 80F: 3 clusters Score -7801078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -7801080.000000 Penalty: 3590.945312
	Iteration 81Q: 3 clusters Score -7801080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -7801074.500000 Penalty: 3590.945312
	Iteration 82Q: 3 clusters Score -7801074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -7801076.500000 Penalty: 3590.945312
	Iteration 83Q: 3 clusters Score -7801076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -7801082.000000 Penalty: 3590.945312
	Iteration 84Q: 3 clusters Score -7801082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -7801080.500000 Penalty: 3590.945312
	Iteration 85Q: 3 clusters Score -7801080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -7801078.000000 Penalty: 3590.945312
	Iteration 86Q: 3 clusters Score -7801078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 60944 members 
Entering Unmasked Estep 
Score: -7801078.000000 Penalty: 3590.945312
	Iteration 87Q: 3 clusters Score -7801078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -7801071.000000 Penalty: 3590.945312
	Iteration 88Q: 3 clusters Score -7801071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -7801068.500000 Penalty: 3590.945312
	Iteration 89Q: 3 clusters Score -7801068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -7801065.500000 Penalty: 3590.945312
	Iteration 90Q: 3 clusters Score -7801066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -7801067.500000 Penalty: 3590.945312
	Iteration 91Q: 3 clusters Score -7801068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -7801067.500000 Penalty: 3590.945312
	Iteration 92F: 3 clusters Score -7801068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (72726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Entering Unmasked Estep 
Score: -9033805.000000 Penalty: 1819.098755
	Iteration 0F: 2 clusters Score -9033805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -8986212.000000 Penalty: 3638.197510
	Iteration 0F: 3 clusters Score -8986212 nChanged 34461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -9006562.000000 Penalty: 3638.197510
	Iteration 1F: 3 clusters Score -9006562 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -9008129.000000 Penalty: 3638.197510
	Iteration 2Q: 3 clusters Score -9008129 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -9010909.000000 Penalty: 3638.197510
	Iteration 3F: 3 clusters Score -9010909 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -9015483.000000 Penalty: 3638.197510
	Iteration 4F: 3 clusters Score -9015483 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -9021632.000000 Penalty: 3638.197510
	Iteration 5F: 3 clusters Score -9021632 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 67651 members 
Entering Unmasked Estep 
Score: -9027141.000000 Penalty: 3638.197510
	Iteration 6F: 3 clusters Score -9027141 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 70811 members 
Entering Unmasked Estep 
Score: -9030288.000000 Penalty: 3638.197510
	Iteration 7Q: 3 clusters Score -9030288 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 72064 members 
Entering Unmasked Estep 
Score: -9031510.000000 Penalty: 3638.197510
	Iteration 8Q: 3 clusters Score -9031510 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 72415 members 
Entering Unmasked Estep 
Score: -9031866.000000 Penalty: 3638.197510
	Iteration 9Q: 3 clusters Score -9031866 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -9032022.000000 Penalty: 3638.197510
	Iteration 10Q: 3 clusters Score -9032022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 72552 members 
Entering Unmasked Estep 
Score: -9032072.000000 Penalty: 3638.197510
	Iteration 11Q: 3 clusters Score -9032072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 72562 members 
Entering Unmasked Estep 
Score: -9032107.000000 Penalty: 3638.197510
	Iteration 12Q: 3 clusters Score -9032107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 72564 members 
Entering Unmasked Estep 
Score: -9032118.000000 Penalty: 3638.197510
	Iteration 13Q: 3 clusters Score -9032118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 72566 members 
Entering Unmasked Estep 
Score: -9032135.000000 Penalty: 3638.197510
	Iteration 14Q: 3 clusters Score -9032135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -9032138.000000 Penalty: 3638.197510
	Iteration 15Q: 3 clusters Score -9032138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
Score: -9032146.000000 Penalty: 3638.197510
	Iteration 16Q: 3 clusters Score -9032146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -9032152.000000 Penalty: 3638.197510
	Iteration 17Q: 3 clusters Score -9032152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -9032156.000000 Penalty: 3638.197510
	Iteration 18Q: 3 clusters Score -9032156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
Score: -9032169.000000 Penalty: 3638.197510
	Iteration 19Q: 3 clusters Score -9032169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
Score: -9032161.000000 Penalty: 3638.197510
	Iteration 20F: 3 clusters Score -9032161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 72570 members 
Entering Unmasked Estep 
Score: -9032172.000000 Penalty: 3638.197510
	Iteration 21Q: 3 clusters Score -9032172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -9032181.000000 Penalty: 3638.197510
	Iteration 22Q: 3 clusters Score -9032181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 72570 members 
Entering Unmasked Estep 
Score: -9032178.000000 Penalty: 3638.197510
	Iteration 23Q: 3 clusters Score -9032178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 72570 members 
Entering Unmasked Estep 
Score: -9032178.000000 Penalty: 3638.197510
	Iteration 24F: 3 clusters Score -9032178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Entering Unmasked Estep 
Score: -9137014.000000 Penalty: 1821.399536
	Iteration 0F: 2 clusters Score -9137014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -9089545.000000 Penalty: 3642.799072
	Iteration 0F: 3 clusters Score -9089545 nChanged 34984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -9109569.000000 Penalty: 3642.799072
	Iteration 1F: 3 clusters Score -9109569 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -9110074.000000 Penalty: 3642.799072
	Iteration 2Q: 3 clusters Score -9110074 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -9110503.000000 Penalty: 3642.799072
	Iteration 3Q: 3 clusters Score -9110503 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -9111246.000000 Penalty: 3642.799072
	Iteration 4Q: 3 clusters Score -9111246 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -9112605.000000 Penalty: 3642.799072
	Iteration 5Q: 3 clusters Score -9112605 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -9114984.000000 Penalty: 3642.799072
	Iteration 6F: 3 clusters Score -9114984 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -9118693.000000 Penalty: 3642.799072
	Iteration 7F: 3 clusters Score -9118693 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -9123435.000000 Penalty: 3642.799072
	Iteration 8F: 3 clusters Score -9123435 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -9128146.000000 Penalty: 3642.799072
	Iteration 9F: 3 clusters Score -9128146 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -9131252.000000 Penalty: 3642.799072
	Iteration 10Q: 3 clusters Score -9131252 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -9132841.000000 Penalty: 3642.799072
	Iteration 11Q: 3 clusters Score -9132841 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63134 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -9133835.000000 Penalty: 3642.799072
	Iteration 12Q: 3 clusters Score -9133835 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -9134574.000000 Penalty: 3642.799072
	Iteration 13Q: 3 clusters Score -9134574 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64887 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -9135180.000000 Penalty: 3642.799072
	Iteration 14Q: 3 clusters Score -9135180 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65536 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -9135530.000000 Penalty: 3642.799072
	Iteration 15Q: 3 clusters Score -9135530 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66088 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -9135733.000000 Penalty: 3642.799072
	Iteration 16Q: 3 clusters Score -9135733 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66563 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -9135826.000000 Penalty: 3642.799072
	Iteration 17Q: 3 clusters Score -9135826 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -9135913.000000 Penalty: 3642.799072
	Iteration 18Q: 3 clusters Score -9135913 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67351 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -9135932.000000 Penalty: 3642.799072
	Iteration 19Q: 3 clusters Score -9135932 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -9135927.000000 Penalty: 3642.799072
	Iteration 20F: 3 clusters Score -9135927 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -9135894.000000 Penalty: 3642.799072
	Iteration 21Q: 3 clusters Score -9135894 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -9135878.000000 Penalty: 3642.799072
	Iteration 22Q: 3 clusters Score -9135878 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68445 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -9135849.000000 Penalty: 3642.799072
	Iteration 23Q: 3 clusters Score -9135849 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68665 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -9135840.000000 Penalty: 3642.799072
	Iteration 24Q: 3 clusters Score -9135840 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68868 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -9135817.000000 Penalty: 3642.799072
	Iteration 25Q: 3 clusters Score -9135817 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69045 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -9135815.000000 Penalty: 3642.799072
	Iteration 26Q: 3 clusters Score -9135815 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -9135769.000000 Penalty: 3642.799072
	Iteration 27Q: 3 clusters Score -9135769 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69387 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -9135785.000000 Penalty: 3642.799072
	Iteration 28Q: 3 clusters Score -9135785 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69537 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -9135774.000000 Penalty: 3642.799072
	Iteration 29Q: 3 clusters Score -9135774 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69679 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -9135793.000000 Penalty: 3642.799072
	Iteration 30Q: 3 clusters Score -9135793 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -9135783.000000 Penalty: 3642.799072
	Iteration 31Q: 3 clusters Score -9135783 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -9135765.000000 Penalty: 3642.799072
	Iteration 32Q: 3 clusters Score -9135765 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70076 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -9135747.000000 Penalty: 3642.799072
	Iteration 33Q: 3 clusters Score -9135747 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -9135735.000000 Penalty: 3642.799072
	Iteration 34Q: 3 clusters Score -9135735 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70318 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -9135734.000000 Penalty: 3642.799072
	Iteration 35Q: 3 clusters Score -9135734 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70422 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -9135722.000000 Penalty: 3642.799072
	Iteration 36Q: 3 clusters Score -9135722 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70528 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -9135725.000000 Penalty: 3642.799072
	Iteration 37Q: 3 clusters Score -9135725 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -9135705.000000 Penalty: 3642.799072
	Iteration 38Q: 3 clusters Score -9135705 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70740 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -9135685.000000 Penalty: 3642.799072
	Iteration 39Q: 3 clusters Score -9135685 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70830 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -9135631.000000 Penalty: 3642.799072
	Iteration 40F: 3 clusters Score -9135631 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -9135630.000000 Penalty: 3642.799072
	Iteration 41Q: 3 clusters Score -9135630 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70999 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -9135626.000000 Penalty: 3642.799072
	Iteration 42Q: 3 clusters Score -9135626 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71076 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -9135637.000000 Penalty: 3642.799072
	Iteration 43Q: 3 clusters Score -9135637 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -9135611.000000 Penalty: 3642.799072
	Iteration 44Q: 3 clusters Score -9135611 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71214 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -9135605.000000 Penalty: 3642.799072
	Iteration 45Q: 3 clusters Score -9135605 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9135616.000000 Penalty: 3642.799072
	Iteration 46Q: 3 clusters Score -9135616 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71345 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -9135600.000000 Penalty: 3642.799072
	Iteration 47Q: 3 clusters Score -9135600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71416 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -9135605.000000 Penalty: 3642.799072
	Iteration 48Q: 3 clusters Score -9135605 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71486 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -9135612.000000 Penalty: 3642.799072
	Iteration 49Q: 3 clusters Score -9135612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71559 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -9135605.000000 Penalty: 3642.799072
	Iteration 50Q: 3 clusters Score -9135605 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71638 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -9135570.000000 Penalty: 3642.799072
	Iteration 51Q: 3 clusters Score -9135570 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71716 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -9135562.000000 Penalty: 3642.799072
	Iteration 52Q: 3 clusters Score -9135562 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -9135538.000000 Penalty: 3642.799072
	Iteration 53Q: 3 clusters Score -9135538 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -9135532.000000 Penalty: 3642.799072
	Iteration 54Q: 3 clusters Score -9135532 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71949 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -9135543.000000 Penalty: 3642.799072
	Iteration 55Q: 3 clusters Score -9135543 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -9135523.000000 Penalty: 3642.799072
	Iteration 56Q: 3 clusters Score -9135523 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -9135520.000000 Penalty: 3642.799072
	Iteration 57Q: 3 clusters Score -9135520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -9135542.000000 Penalty: 3642.799072
	Iteration 58Q: 3 clusters Score -9135542 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72187 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -9135529.000000 Penalty: 3642.799072
	Iteration 59Q: 3 clusters Score -9135529 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72241 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9135525.000000 Penalty: 3642.799072
	Iteration 60F: 3 clusters Score -9135525 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -9135532.000000 Penalty: 3642.799072
	Iteration 61Q: 3 clusters Score -9135532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -9135533.000000 Penalty: 3642.799072
	Iteration 62Q: 3 clusters Score -9135533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72371 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -9135540.000000 Penalty: 3642.799072
	Iteration 63Q: 3 clusters Score -9135540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72411 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -9135543.000000 Penalty: 3642.799072
	Iteration 64Q: 3 clusters Score -9135543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72455 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -9135530.000000 Penalty: 3642.799072
	Iteration 65Q: 3 clusters Score -9135530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72499 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -9135536.000000 Penalty: 3642.799072
	Iteration 66Q: 3 clusters Score -9135536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72545 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9135529.000000 Penalty: 3642.799072
	Iteration 67Q: 3 clusters Score -9135529 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72593 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9135502.000000 Penalty: 3642.799072
	Iteration 68Q: 3 clusters Score -9135502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -9135526.000000 Penalty: 3642.799072
	Iteration 69Q: 3 clusters Score -9135526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9135532.000000 Penalty: 3642.799072
	Iteration 70Q: 3 clusters Score -9135532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72718 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9135504.000000 Penalty: 3642.799072
	Iteration 71Q: 3 clusters Score -9135504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9135494.000000 Penalty: 3642.799072
	Iteration 72Q: 3 clusters Score -9135494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -9135499.000000 Penalty: 3642.799072
	Iteration 73Q: 3 clusters Score -9135499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9135502.000000 Penalty: 3642.799072
	Iteration 74Q: 3 clusters Score -9135502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -9135505.000000 Penalty: 3642.799072
	Iteration 75Q: 3 clusters Score -9135505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72860 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9135503.000000 Penalty: 3642.799072
	Iteration 76Q: 3 clusters Score -9135503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72888 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9135525.000000 Penalty: 3642.799072
	Iteration 77Q: 3 clusters Score -9135525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72906 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9135527.000000 Penalty: 3642.799072
	Iteration 78Q: 3 clusters Score -9135527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72922 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9135521.000000 Penalty: 3642.799072
	Iteration 79Q: 3 clusters Score -9135521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9135516.000000 Penalty: 3642.799072
	Iteration 80F: 3 clusters Score -9135516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72943 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9135517.000000 Penalty: 3642.799072
	Iteration 81Q: 3 clusters Score -9135517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72950 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9135536.000000 Penalty: 3642.799072
	Iteration 82Q: 3 clusters Score -9135536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72961 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9135548.000000 Penalty: 3642.799072
	Iteration 83Q: 3 clusters Score -9135548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72969 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9135547.000000 Penalty: 3642.799072
	Iteration 84Q: 3 clusters Score -9135547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9135528.000000 Penalty: 3642.799072
	Iteration 85Q: 3 clusters Score -9135528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9135540.000000 Penalty: 3642.799072
	Iteration 86Q: 3 clusters Score -9135540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9135535.000000 Penalty: 3642.799072
	Iteration 87Q: 3 clusters Score -9135535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73014 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9135538.000000 Penalty: 3642.799072
	Iteration 88Q: 3 clusters Score -9135538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73031 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9135530.000000 Penalty: 3642.799072
	Iteration 89Q: 3 clusters Score -9135530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9135540.000000 Penalty: 3642.799072
	Iteration 90Q: 3 clusters Score -9135540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9135545.000000 Penalty: 3642.799072
	Iteration 91Q: 3 clusters Score -9135545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73068 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9135554.000000 Penalty: 3642.799072
	Iteration 92Q: 3 clusters Score -9135554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73084 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9135554.000000 Penalty: 3642.799072
	Iteration 93Q: 3 clusters Score -9135554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9135548.000000 Penalty: 3642.799072
	Iteration 94Q: 3 clusters Score -9135548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73111 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9135557.000000 Penalty: 3642.799072
	Iteration 95Q: 3 clusters Score -9135557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9135548.000000 Penalty: 3642.799072
	Iteration 96Q: 3 clusters Score -9135548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73133 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9135556.000000 Penalty: 3642.799072
	Iteration 97Q: 3 clusters Score -9135556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73141 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9135552.000000 Penalty: 3642.799072
	Iteration 98Q: 3 clusters Score -9135552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73148 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9135561.000000 Penalty: 3642.799072
	Iteration 99Q: 3 clusters Score -9135561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73155 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9135552.000000 Penalty: 3642.799072
	Iteration 100F: 3 clusters Score -9135552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9135553.000000 Penalty: 3642.799072
	Iteration 101Q: 3 clusters Score -9135553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9135553.000000 Penalty: 3642.799072
	Iteration 102Q: 3 clusters Score -9135553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9135548.000000 Penalty: 3642.799072
	Iteration 103Q: 3 clusters Score -9135548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73189 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9135561.000000 Penalty: 3642.799072
	Iteration 104Q: 3 clusters Score -9135561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73197 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9135561.000000 Penalty: 3642.799072
	Iteration 105Q: 3 clusters Score -9135561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73209 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9135566.000000 Penalty: 3642.799072
	Iteration 106Q: 3 clusters Score -9135566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9135569.000000 Penalty: 3642.799072
	Iteration 107Q: 3 clusters Score -9135569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9135576.000000 Penalty: 3642.799072
	Iteration 108Q: 3 clusters Score -9135576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73232 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9135574.000000 Penalty: 3642.799072
	Iteration 109Q: 3 clusters Score -9135574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73236 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9135581.000000 Penalty: 3642.799072
	Iteration 110Q: 3 clusters Score -9135581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73243 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9135583.000000 Penalty: 3642.799072
	Iteration 111Q: 3 clusters Score -9135583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73252 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9135583.000000 Penalty: 3642.799072
	Iteration 112Q: 3 clusters Score -9135583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9135581.000000 Penalty: 3642.799072
	Iteration 113Q: 3 clusters Score -9135581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73260 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9135596.000000 Penalty: 3642.799072
	Iteration 114Q: 3 clusters Score -9135596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73261 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9135591.000000 Penalty: 3642.799072
	Iteration 115Q: 3 clusters Score -9135591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73261 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9135591.000000 Penalty: 3642.799072
	Iteration 116F: 3 clusters Score -9135591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (70025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70025 members 
Entering Unmasked Estep 
Score: -8726148.000000 Penalty: 1812.948730
	Iteration 0F: 2 clusters Score -8726148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -8680779.000000 Penalty: 3625.897461
	Iteration 0F: 3 clusters Score -8680779 nChanged 33229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -8699860.000000 Penalty: 3625.897461
	Iteration 1F: 3 clusters Score -8699860 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -8700704.000000 Penalty: 3625.897461
	Iteration 2Q: 3 clusters Score -8700704 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -8701924.000000 Penalty: 3625.897461
	Iteration 3Q: 3 clusters Score -8701924 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -8703951.000000 Penalty: 3625.897461
	Iteration 4F: 3 clusters Score -8703951 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -8706998.000000 Penalty: 3625.897461
	Iteration 5F: 3 clusters Score -8706998 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -8711319.000000 Penalty: 3625.897461
	Iteration 6F: 3 clusters Score -8711319 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -8716123.000000 Penalty: 3625.897461
	Iteration 7F: 3 clusters Score -8716123 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -8719784.000000 Penalty: 3625.897461
	Iteration 8F: 3 clusters Score -8719784 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -8721940.000000 Penalty: 3625.897461
	Iteration 9Q: 3 clusters Score -8721940 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66440 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -8722958.000000 Penalty: 3625.897461
	Iteration 10Q: 3 clusters Score -8722958 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -8723546.000000 Penalty: 3625.897461
	Iteration 11Q: 3 clusters Score -8723546 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8723938.000000 Penalty: 3625.897461
	Iteration 12Q: 3 clusters Score -8723938 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68240 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8724195.000000 Penalty: 3625.897461
	Iteration 13Q: 3 clusters Score -8724195 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8724375.000000 Penalty: 3625.897461
	Iteration 14Q: 3 clusters Score -8724375 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8724491.000000 Penalty: 3625.897461
	Iteration 15Q: 3 clusters Score -8724491 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68875 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8724539.000000 Penalty: 3625.897461
	Iteration 16Q: 3 clusters Score -8724539 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8724612.000000 Penalty: 3625.897461
	Iteration 17Q: 3 clusters Score -8724612 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8724676.000000 Penalty: 3625.897461
	Iteration 18Q: 3 clusters Score -8724676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69160 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8724714.000000 Penalty: 3625.897461
	Iteration 19Q: 3 clusters Score -8724714 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8724736.000000 Penalty: 3625.897461
	Iteration 20F: 3 clusters Score -8724736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69247 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8724754.000000 Penalty: 3625.897461
	Iteration 21Q: 3 clusters Score -8724754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8724757.000000 Penalty: 3625.897461
	Iteration 22Q: 3 clusters Score -8724757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8724758.000000 Penalty: 3625.897461
	Iteration 23Q: 3 clusters Score -8724758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69309 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8724756.000000 Penalty: 3625.897461
	Iteration 24Q: 3 clusters Score -8724756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69316 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8724756.000000 Penalty: 3625.897461
	Iteration 25Q: 3 clusters Score -8724756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69316 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8724762.000000 Penalty: 3625.897461
	Iteration 26Q: 3 clusters Score -8724762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69318 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8724758.000000 Penalty: 3625.897461
	Iteration 27Q: 3 clusters Score -8724758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8724762.000000 Penalty: 3625.897461
	Iteration 28Q: 3 clusters Score -8724762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69320 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8724764.000000 Penalty: 3625.897461
	Iteration 29Q: 3 clusters Score -8724764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69321 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8724762.000000 Penalty: 3625.897461
	Iteration 30Q: 3 clusters Score -8724762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8724768.000000 Penalty: 3625.897461
	Iteration 31Q: 3 clusters Score -8724768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69323 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8724768.000000 Penalty: 3625.897461
	Iteration 32Q: 3 clusters Score -8724768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8724762.000000 Penalty: 3625.897461
	Iteration 33Q: 3 clusters Score -8724762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69327 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8724764.000000 Penalty: 3625.897461
	Iteration 34Q: 3 clusters Score -8724764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69327 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8724764.000000 Penalty: 3625.897461
	Iteration 35F: 3 clusters Score -8724764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -55782.234375 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -55782.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54880.191406 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -54880.19 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -54977.011719 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -54977.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55004.476562 Penalty: 1888.620850
	Iteration 2Q: 3 clusters Score -55004.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55014.230469 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -55014.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55016.578125 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -55016.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55019.257812 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -55019.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55020.472656 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -55020.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55023.082031 Penalty: 1888.620850
	Iteration 7Q: 3 clusters Score -55023.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55025.304688 Penalty: 1888.620850
	Iteration 8Q: 3 clusters Score -55025.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55025.304688 Penalty: 1888.620850
	Iteration 9F: 3 clusters Score -55025.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Entering Unmasked Estep 
Score: -5407099.500000 Penalty: 1735.546509
	Iteration 0F: 2 clusters Score -5407100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -5377956.500000 Penalty: 3471.093018
	Iteration 0F: 3 clusters Score -5377956 nChanged 20403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -5389370.500000 Penalty: 3471.093018
	Iteration 1F: 3 clusters Score -5389370 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -5389902.000000 Penalty: 3471.093018
	Iteration 2Q: 3 clusters Score -5389902 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -5390636.000000 Penalty: 3471.093018
	Iteration 3Q: 3 clusters Score -5390636 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -5391728.500000 Penalty: 3471.093018
	Iteration 4F: 3 clusters Score -5391728 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -5393396.000000 Penalty: 3471.093018
	Iteration 5F: 3 clusters Score -5393396 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -5395690.000000 Penalty: 3471.093018
	Iteration 6F: 3 clusters Score -5395690 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -5398450.000000 Penalty: 3471.093018
	Iteration 7F: 3 clusters Score -5398450 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -5400990.000000 Penalty: 3471.093018
	Iteration 8F: 3 clusters Score -5400990 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -5402746.500000 Penalty: 3471.093018
	Iteration 9Q: 3 clusters Score -5402746 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5403938.000000 Penalty: 3471.093018
	Iteration 10Q: 3 clusters Score -5403938 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5404603.000000 Penalty: 3471.093018
	Iteration 11Q: 3 clusters Score -5404603 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5405018.500000 Penalty: 3471.093018
	Iteration 12Q: 3 clusters Score -5405018 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5405254.500000 Penalty: 3471.093018
	Iteration 13Q: 3 clusters Score -5405254 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5405379.500000 Penalty: 3471.093018
	Iteration 14Q: 3 clusters Score -5405380 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5405446.000000 Penalty: 3471.093018
	Iteration 15Q: 3 clusters Score -5405446 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5405491.000000 Penalty: 3471.093018
	Iteration 16Q: 3 clusters Score -5405491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5405534.000000 Penalty: 3471.093018
	Iteration 17Q: 3 clusters Score -5405534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5405575.500000 Penalty: 3471.093018
	Iteration 18Q: 3 clusters Score -5405576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5405601.000000 Penalty: 3471.093018
	Iteration 19Q: 3 clusters Score -5405601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5405618.500000 Penalty: 3471.093018
	Iteration 20F: 3 clusters Score -5405618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5405629.500000 Penalty: 3471.093018
	Iteration 21Q: 3 clusters Score -5405630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5405632.000000 Penalty: 3471.093018
	Iteration 22Q: 3 clusters Score -5405632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5405639.000000 Penalty: 3471.093018
	Iteration 23Q: 3 clusters Score -5405639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5405644.000000 Penalty: 3471.093018
	Iteration 24Q: 3 clusters Score -5405644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5405650.000000 Penalty: 3471.093018
	Iteration 25Q: 3 clusters Score -5405650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5405652.500000 Penalty: 3471.093018
	Iteration 26Q: 3 clusters Score -5405652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5405656.500000 Penalty: 3471.093018
	Iteration 27Q: 3 clusters Score -5405656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5405658.500000 Penalty: 3471.093018
	Iteration 28Q: 3 clusters Score -5405658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5405660.500000 Penalty: 3471.093018
	Iteration 29Q: 3 clusters Score -5405660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5405661.500000 Penalty: 3471.093018
	Iteration 30Q: 3 clusters Score -5405662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5405661.000000 Penalty: 3471.093018
	Iteration 31Q: 3 clusters Score -5405661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5405661.000000 Penalty: 3471.093018
	Iteration 32F: 3 clusters Score -5405661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Entering Unmasked Estep 
Score: -5226169.000000 Penalty: 1730.020752
	Iteration 0F: 2 clusters Score -5226169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -5197902.500000 Penalty: 3460.041504
	Iteration 0F: 3 clusters Score -5197902 nChanged 19825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -5208982.500000 Penalty: 3460.041504
	Iteration 1F: 3 clusters Score -5208982 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -5209360.500000 Penalty: 3460.041504
	Iteration 2Q: 3 clusters Score -5209360 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -5209789.000000 Penalty: 3460.041504
	Iteration 3Q: 3 clusters Score -5209789 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -5210173.500000 Penalty: 3460.041504
	Iteration 4Q: 3 clusters Score -5210174 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -5210624.000000 Penalty: 3460.041504
	Iteration 5Q: 3 clusters Score -5210624 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -5211180.000000 Penalty: 3460.041504
	Iteration 6Q: 3 clusters Score -5211180 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -5211899.500000 Penalty: 3460.041504
	Iteration 7Q: 3 clusters Score -5211900 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -5213014.500000 Penalty: 3460.041504
	Iteration 8Q: 3 clusters Score -5213014 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -5214662.000000 Penalty: 3460.041504
	Iteration 9F: 3 clusters Score -5214662 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -5216712.000000 Penalty: 3460.041504
	Iteration 10F: 3 clusters Score -5216712 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -5218639.500000 Penalty: 3460.041504
	Iteration 11F: 3 clusters Score -5218640 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -5219699.000000 Penalty: 3460.041504
	Iteration 12Q: 3 clusters Score -5219699 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -5220206.500000 Penalty: 3460.041504
	Iteration 13Q: 3 clusters Score -5220206 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -5220517.000000 Penalty: 3460.041504
	Iteration 14Q: 3 clusters Score -5220517 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -5220721.000000 Penalty: 3460.041504
	Iteration 15Q: 3 clusters Score -5220721 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -5220965.500000 Penalty: 3460.041504
	Iteration 16Q: 3 clusters Score -5220966 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -5221199.500000 Penalty: 3460.041504
	Iteration 17Q: 3 clusters Score -5221200 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -5221390.000000 Penalty: 3460.041504
	Iteration 18Q: 3 clusters Score -5221390 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -5221559.500000 Penalty: 3460.041504
	Iteration 19Q: 3 clusters Score -5221560 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -5221724.500000 Penalty: 3460.041504
	Iteration 20F: 3 clusters Score -5221724 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -5221908.000000 Penalty: 3460.041504
	Iteration 21Q: 3 clusters Score -5221908 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -5222109.000000 Penalty: 3460.041504
	Iteration 22Q: 3 clusters Score -5222109 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -5222306.500000 Penalty: 3460.041504
	Iteration 23Q: 3 clusters Score -5222306 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -5222482.500000 Penalty: 3460.041504
	Iteration 24Q: 3 clusters Score -5222482 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -5222673.500000 Penalty: 3460.041504
	Iteration 25Q: 3 clusters Score -5222674 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -5222851.000000 Penalty: 3460.041504
	Iteration 26Q: 3 clusters Score -5222851 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -5223052.000000 Penalty: 3460.041504
	Iteration 27Q: 3 clusters Score -5223052 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -5223206.000000 Penalty: 3460.041504
	Iteration 28Q: 3 clusters Score -5223206 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -5223353.000000 Penalty: 3460.041504
	Iteration 29Q: 3 clusters Score -5223353 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -5223518.500000 Penalty: 3460.041504
	Iteration 30Q: 3 clusters Score -5223518 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -5223635.500000 Penalty: 3460.041504
	Iteration 31Q: 3 clusters Score -5223636 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -5223767.000000 Penalty: 3460.041504
	Iteration 32Q: 3 clusters Score -5223767 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -5223872.000000 Penalty: 3460.041504
	Iteration 33Q: 3 clusters Score -5223872 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -5223970.500000 Penalty: 3460.041504
	Iteration 34Q: 3 clusters Score -5223970 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -5224104.000000 Penalty: 3460.041504
	Iteration 35Q: 3 clusters Score -5224104 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -5224180.000000 Penalty: 3460.041504
	Iteration 36Q: 3 clusters Score -5224180 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -5224289.500000 Penalty: 3460.041504
	Iteration 37Q: 3 clusters Score -5224290 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -5224378.000000 Penalty: 3460.041504
	Iteration 38Q: 3 clusters Score -5224378 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -5224435.000000 Penalty: 3460.041504
	Iteration 39Q: 3 clusters Score -5224435 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -5224482.500000 Penalty: 3460.041504
	Iteration 40F: 3 clusters Score -5224482 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -5224518.500000 Penalty: 3460.041504
	Iteration 41Q: 3 clusters Score -5224518 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -5224589.000000 Penalty: 3460.041504
	Iteration 42Q: 3 clusters Score -5224589 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -5224638.500000 Penalty: 3460.041504
	Iteration 43Q: 3 clusters Score -5224638 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -5224683.000000 Penalty: 3460.041504
	Iteration 44Q: 3 clusters Score -5224683 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -5224726.000000 Penalty: 3460.041504
	Iteration 45Q: 3 clusters Score -5224726 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -5224771.500000 Penalty: 3460.041504
	Iteration 46Q: 3 clusters Score -5224772 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -5224807.500000 Penalty: 3460.041504
	Iteration 47Q: 3 clusters Score -5224808 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -5224855.000000 Penalty: 3460.041504
	Iteration 48Q: 3 clusters Score -5224855 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -5224908.500000 Penalty: 3460.041504
	Iteration 49Q: 3 clusters Score -5224908 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -5224934.500000 Penalty: 3460.041504
	Iteration 50Q: 3 clusters Score -5224934 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -5224956.000000 Penalty: 3460.041504
	Iteration 51Q: 3 clusters Score -5224956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -5224965.000000 Penalty: 3460.041504
	Iteration 52Q: 3 clusters Score -5224965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -5224981.000000 Penalty: 3460.041504
	Iteration 53Q: 3 clusters Score -5224981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -5224994.500000 Penalty: 3460.041504
	Iteration 54Q: 3 clusters Score -5224994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -5225004.500000 Penalty: 3460.041504
	Iteration 55Q: 3 clusters Score -5225004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -5225006.000000 Penalty: 3460.041504
	Iteration 56Q: 3 clusters Score -5225006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -5225008.000000 Penalty: 3460.041504
	Iteration 57Q: 3 clusters Score -5225008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -5225015.500000 Penalty: 3460.041504
	Iteration 58Q: 3 clusters Score -5225016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -5225022.000000 Penalty: 3460.041504
	Iteration 59Q: 3 clusters Score -5225022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -5225024.500000 Penalty: 3460.041504
	Iteration 60F: 3 clusters Score -5225024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -5225028.000000 Penalty: 3460.041504
	Iteration 61Q: 3 clusters Score -5225028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -5225034.500000 Penalty: 3460.041504
	Iteration 62Q: 3 clusters Score -5225034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -5225039.000000 Penalty: 3460.041504
	Iteration 63Q: 3 clusters Score -5225039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -5225049.000000 Penalty: 3460.041504
	Iteration 64Q: 3 clusters Score -5225049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -5225052.000000 Penalty: 3460.041504
	Iteration 65Q: 3 clusters Score -5225052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -5225055.500000 Penalty: 3460.041504
	Iteration 66Q: 3 clusters Score -5225056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -5225062.000000 Penalty: 3460.041504
	Iteration 67Q: 3 clusters Score -5225062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -5225056.500000 Penalty: 3460.041504
	Iteration 68Q: 3 clusters Score -5225056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -5225058.000000 Penalty: 3460.041504
	Iteration 69Q: 3 clusters Score -5225058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -5225058.000000 Penalty: 3460.041504
	Iteration 70F: 3 clusters Score -5225058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Entering Unmasked Estep 
Score: -7063725.000000 Penalty: 1778.691528
	Iteration 0F: 2 clusters Score -7063725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -7026008.000000 Penalty: 3557.383057
	Iteration 0F: 3 clusters Score -7026008 nChanged 26826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -7041222.500000 Penalty: 3557.383057
	Iteration 1F: 3 clusters Score -7041222 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -7041924.000000 Penalty: 3557.383057
	Iteration 2Q: 3 clusters Score -7041924 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -7042824.000000 Penalty: 3557.383057
	Iteration 3Q: 3 clusters Score -7042824 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -7043894.000000 Penalty: 3557.383057
	Iteration 4Q: 3 clusters Score -7043894 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -7045596.500000 Penalty: 3557.383057
	Iteration 5F: 3 clusters Score -7045596 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -7048109.500000 Penalty: 3557.383057
	Iteration 6F: 3 clusters Score -7048110 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -7051449.000000 Penalty: 3557.383057
	Iteration 7F: 3 clusters Score -7051449 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -7054802.000000 Penalty: 3557.383057
	Iteration 8F: 3 clusters Score -7054802 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -7056999.500000 Penalty: 3557.383057
	Iteration 9F: 3 clusters Score -7057000 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -7058096.000000 Penalty: 3557.383057
	Iteration 10Q: 3 clusters Score -7058096 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -7058667.500000 Penalty: 3557.383057
	Iteration 11Q: 3 clusters Score -7058668 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -7059046.000000 Penalty: 3557.383057
	Iteration 12Q: 3 clusters Score -7059046 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -7059381.500000 Penalty: 3557.383057
	Iteration 13Q: 3 clusters Score -7059382 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -7059711.000000 Penalty: 3557.383057
	Iteration 14Q: 3 clusters Score -7059711 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -7059984.500000 Penalty: 3557.383057
	Iteration 15Q: 3 clusters Score -7059984 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -7060199.000000 Penalty: 3557.383057
	Iteration 16Q: 3 clusters Score -7060199 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -7060466.500000 Penalty: 3557.383057
	Iteration 17Q: 3 clusters Score -7060466 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -7060667.000000 Penalty: 3557.383057
	Iteration 18Q: 3 clusters Score -7060667 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -7060843.000000 Penalty: 3557.383057
	Iteration 19Q: 3 clusters Score -7060843 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -7061054.000000 Penalty: 3557.383057
	Iteration 20F: 3 clusters Score -7061054 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -7061215.500000 Penalty: 3557.383057
	Iteration 21Q: 3 clusters Score -7061216 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -7061343.500000 Penalty: 3557.383057
	Iteration 22Q: 3 clusters Score -7061344 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -7061455.000000 Penalty: 3557.383057
	Iteration 23Q: 3 clusters Score -7061455 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -7061550.000000 Penalty: 3557.383057
	Iteration 24Q: 3 clusters Score -7061550 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -7061661.500000 Penalty: 3557.383057
	Iteration 25Q: 3 clusters Score -7061662 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -7061743.500000 Penalty: 3557.383057
	Iteration 26Q: 3 clusters Score -7061744 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -7061818.000000 Penalty: 3557.383057
	Iteration 27Q: 3 clusters Score -7061818 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -7061902.500000 Penalty: 3557.383057
	Iteration 28Q: 3 clusters Score -7061902 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -7061934.500000 Penalty: 3557.383057
	Iteration 29Q: 3 clusters Score -7061934 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 54989 members 
Entering Unmasked Estep 
Score: -7061950.500000 Penalty: 3557.383057
	Iteration 30Q: 3 clusters Score -7061950 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -7061971.000000 Penalty: 3557.383057
	Iteration 31Q: 3 clusters Score -7061971 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -7062008.000000 Penalty: 3557.383057
	Iteration 32Q: 3 clusters Score -7062008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 55219 members 
Entering Unmasked Estep 
Score: -7062028.500000 Penalty: 3557.383057
	Iteration 33Q: 3 clusters Score -7062028 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -7062063.000000 Penalty: 3557.383057
	Iteration 34Q: 3 clusters Score -7062063 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -7062087.000000 Penalty: 3557.383057
	Iteration 35Q: 3 clusters Score -7062087 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -7062116.000000 Penalty: 3557.383057
	Iteration 36Q: 3 clusters Score -7062116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -7062135.000000 Penalty: 3557.383057
	Iteration 37Q: 3 clusters Score -7062135 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -7062158.500000 Penalty: 3557.383057
	Iteration 38Q: 3 clusters Score -7062158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -7062161.500000 Penalty: 3557.383057
	Iteration 39Q: 3 clusters Score -7062162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -7062181.500000 Penalty: 3557.383057
	Iteration 40F: 3 clusters Score -7062182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -7062196.500000 Penalty: 3557.383057
	Iteration 41Q: 3 clusters Score -7062196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -7062204.500000 Penalty: 3557.383057
	Iteration 42Q: 3 clusters Score -7062204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -7062207.000000 Penalty: 3557.383057
	Iteration 43Q: 3 clusters Score -7062207 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -7062229.000000 Penalty: 3557.383057
	Iteration 44Q: 3 clusters Score -7062229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -7062243.500000 Penalty: 3557.383057
	Iteration 45Q: 3 clusters Score -7062244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -7062250.500000 Penalty: 3557.383057
	Iteration 46Q: 3 clusters Score -7062250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -7062264.000000 Penalty: 3557.383057
	Iteration 47Q: 3 clusters Score -7062264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -7062264.500000 Penalty: 3557.383057
	Iteration 48Q: 3 clusters Score -7062264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -7062259.000000 Penalty: 3557.383057
	Iteration 49Q: 3 clusters Score -7062259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 55935 members 
Entering Unmasked Estep 
Score: -7062267.500000 Penalty: 3557.383057
	Iteration 50Q: 3 clusters Score -7062268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -7062285.000000 Penalty: 3557.383057
	Iteration 51Q: 3 clusters Score -7062285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -7062289.000000 Penalty: 3557.383057
	Iteration 52Q: 3 clusters Score -7062289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -7062287.000000 Penalty: 3557.383057
	Iteration 53Q: 3 clusters Score -7062287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -7062287.000000 Penalty: 3557.383057
	Iteration 54Q: 3 clusters Score -7062287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -7062292.000000 Penalty: 3557.383057
	Iteration 55Q: 3 clusters Score -7062292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -7062293.500000 Penalty: 3557.383057
	Iteration 56Q: 3 clusters Score -7062294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -7062289.000000 Penalty: 3557.383057
	Iteration 57Q: 3 clusters Score -7062289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -7062286.500000 Penalty: 3557.383057
	Iteration 58Q: 3 clusters Score -7062286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 56030 members 
Entering Unmasked Estep 
Score: -7062286.000000 Penalty: 3557.383057
	Iteration 59Q: 3 clusters Score -7062286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -7062287.000000 Penalty: 3557.383057
	Iteration 60F: 3 clusters Score -7062287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
Score: -7062286.000000 Penalty: 3557.383057
	Iteration 61Q: 3 clusters Score -7062286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -7062292.000000 Penalty: 3557.383057
	Iteration 62Q: 3 clusters Score -7062292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 56047 members 
Entering Unmasked Estep 
Score: -7062290.500000 Penalty: 3557.383057
	Iteration 63Q: 3 clusters Score -7062290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -7062296.500000 Penalty: 3557.383057
	Iteration 64Q: 3 clusters Score -7062296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -7062288.500000 Penalty: 3557.383057
	Iteration 65Q: 3 clusters Score -7062288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -7062291.000000 Penalty: 3557.383057
	Iteration 66Q: 3 clusters Score -7062291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 56062 members 
Entering Unmasked Estep 
Score: -7062293.000000 Penalty: 3557.383057
	Iteration 67Q: 3 clusters Score -7062293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -7062295.000000 Penalty: 3557.383057
	Iteration 68Q: 3 clusters Score -7062295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -7062290.000000 Penalty: 3557.383057
	Iteration 69Q: 3 clusters Score -7062290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -7062290.000000 Penalty: 3557.383057
	Iteration 70F: 3 clusters Score -7062290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -81418.554688 Penalty: 1056.459595
	Iteration 0F: 2 clusters Score -81418.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -80227.078125 Penalty: 2112.919189
	Iteration 0F: 3 clusters Score -80227.08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80411.960938 Penalty: 2112.919189
	Iteration 1F: 3 clusters Score -80411.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -80458.601562 Penalty: 2112.919189
	Iteration 2F: 3 clusters Score -80458.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80482.406250 Penalty: 2112.919189
	Iteration 3Q: 3 clusters Score -80482.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80488.843750 Penalty: 2112.919189
	Iteration 4Q: 3 clusters Score -80488.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80494.695312 Penalty: 2112.919189
	Iteration 5Q: 3 clusters Score -80494.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80497.023438 Penalty: 2112.919189
	Iteration 6Q: 3 clusters Score -80497.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80497.703125 Penalty: 2112.919189
	Iteration 7Q: 3 clusters Score -80497.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80497.703125 Penalty: 2112.919189
	Iteration 8F: 3 clusters Score -80497.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Entering Unmasked Estep 
Score: -549057.312500 Penalty: 1362.084717
	Iteration 0F: 2 clusters Score -549057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -545519.250000 Penalty: 2724.169434
	Iteration 0F: 3 clusters Score -545519.2 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -546423.750000 Penalty: 2724.169434
	Iteration 1F: 3 clusters Score -546423.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -546539.062500 Penalty: 2724.169434
	Iteration 2F: 3 clusters Score -546539.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -546623.375000 Penalty: 2724.169434
	Iteration 3Q: 3 clusters Score -546623.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -546700.312500 Penalty: 2724.169434
	Iteration 4Q: 3 clusters Score -546700.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -546735.562500 Penalty: 2724.169434
	Iteration 5Q: 3 clusters Score -546735.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -546760.250000 Penalty: 2724.169434
	Iteration 6Q: 3 clusters Score -546760.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -546781.937500 Penalty: 2724.169434
	Iteration 7Q: 3 clusters Score -546781.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -546805.187500 Penalty: 2724.169434
	Iteration 8Q: 3 clusters Score -546805.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -546821.062500 Penalty: 2724.169434
	Iteration 9Q: 3 clusters Score -546821.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -546833.875000 Penalty: 2724.169434
	Iteration 10Q: 3 clusters Score -546833.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -546843.187500 Penalty: 2724.169434
	Iteration 11Q: 3 clusters Score -546843.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -546851.937500 Penalty: 2724.169434
	Iteration 12Q: 3 clusters Score -546851.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -546858.937500 Penalty: 2724.169434
	Iteration 13Q: 3 clusters Score -546858.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -546863.562500 Penalty: 2724.169434
	Iteration 14Q: 3 clusters Score -546863.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -546868.375000 Penalty: 2724.169434
	Iteration 15Q: 3 clusters Score -546868.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -546874.312500 Penalty: 2724.169434
	Iteration 16Q: 3 clusters Score -546874.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -546876.250000 Penalty: 2724.169434
	Iteration 17Q: 3 clusters Score -546876.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -546880.500000 Penalty: 2724.169434
	Iteration 18Q: 3 clusters Score -546880.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -546882.812500 Penalty: 2724.169434
	Iteration 19Q: 3 clusters Score -546882.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -546885.500000 Penalty: 2724.169434
	Iteration 20F: 3 clusters Score -546885.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -546887.062500 Penalty: 2724.169434
	Iteration 21Q: 3 clusters Score -546887.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -546890.687500 Penalty: 2724.169434
	Iteration 22Q: 3 clusters Score -546890.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -546891.500000 Penalty: 2724.169434
	Iteration 23Q: 3 clusters Score -546891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -546892.500000 Penalty: 2724.169434
	Iteration 24Q: 3 clusters Score -546892.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -546894.562500 Penalty: 2724.169434
	Iteration 25Q: 3 clusters Score -546894.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -546896.375000 Penalty: 2724.169434
	Iteration 26Q: 3 clusters Score -546896.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -546899.687500 Penalty: 2724.169434
	Iteration 27Q: 3 clusters Score -546899.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -546901.500000 Penalty: 2724.169434
	Iteration 28Q: 3 clusters Score -546901.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -546906.000000 Penalty: 2724.169434
	Iteration 29Q: 3 clusters Score -546906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -546909.312500 Penalty: 2724.169434
	Iteration 30Q: 3 clusters Score -546909.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -546912.312500 Penalty: 2724.169434
	Iteration 31Q: 3 clusters Score -546912.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -546915.375000 Penalty: 2724.169434
	Iteration 32Q: 3 clusters Score -546915.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -546917.875000 Penalty: 2724.169434
	Iteration 33Q: 3 clusters Score -546917.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -546920.250000 Penalty: 2724.169434
	Iteration 34Q: 3 clusters Score -546920.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -546922.937500 Penalty: 2724.169434
	Iteration 35Q: 3 clusters Score -546922.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -546924.687500 Penalty: 2724.169434
	Iteration 36Q: 3 clusters Score -546924.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -546926.500000 Penalty: 2724.169434
	Iteration 37Q: 3 clusters Score -546926.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -546927.125000 Penalty: 2724.169434
	Iteration 38Q: 3 clusters Score -546927.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -546927.625000 Penalty: 2724.169434
	Iteration 39Q: 3 clusters Score -546927.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -546928.750000 Penalty: 2724.169434
	Iteration 40F: 3 clusters Score -546928.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -546929.062500 Penalty: 2724.169434
	Iteration 41Q: 3 clusters Score -546929.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -546929.062500 Penalty: 2724.169434
	Iteration 42Q: 3 clusters Score -546929.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -546928.937500 Penalty: 2724.169434
	Iteration 43Q: 3 clusters Score -546928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -546929.937500 Penalty: 2724.169434
	Iteration 44Q: 3 clusters Score -546929.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -546931.125000 Penalty: 2724.169434
	Iteration 45Q: 3 clusters Score -546931.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -546931.062500 Penalty: 2724.169434
	Iteration 46Q: 3 clusters Score -546931.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -546931.062500 Penalty: 2724.169434
	Iteration 47F: 3 clusters Score -546931.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4431 members 
Mstep: Class 3 contains 79852 members 
Mstep: Class 5 contains 28353 members 
Mstep: Class 6 contains 76379 members 
Mstep: Class 9 contains 62885 members 
Mstep: Class 10 contains 72726 members 
Mstep: Class 11 contains 73763 members 
Mstep: Class 12 contains 70025 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43490 members 
Mstep: Class 16 contains 42036 members 
Mstep: Class 17 contains 56715 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572944.000000 Penalty: 32515.083984
Iteration 479Q: 16 clusters Score -7.557294e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4428 members 
Mstep: Class 3 contains 79919 members 
Mstep: Class 5 contains 28355 members 
Mstep: Class 6 contains 76398 members 
Mstep: Class 9 contains 62917 members 
Mstep: Class 10 contains 72760 members 
Mstep: Class 11 contains 73524 members 
Mstep: Class 12 contains 70053 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43471 members 
Mstep: Class 16 contains 42068 members 
Mstep: Class 17 contains 56807 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572704.000000 Penalty: 32515.083984
Iteration 480F: 16 clusters Score -7.55727e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4426 members 
Mstep: Class 3 contains 79975 members 
Mstep: Class 5 contains 28352 members 
Mstep: Class 6 contains 76421 members 
Mstep: Class 9 contains 62958 members 
Mstep: Class 10 contains 72807 members 
Mstep: Class 11 contains 73304 members 
Mstep: Class 12 contains 70057 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43456 members 
Mstep: Class 16 contains 42098 members 
Mstep: Class 17 contains 56885 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572616.000000 Penalty: 32515.083984
Iteration 481Q: 16 clusters Score -7.557262e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4418 members 
Mstep: Class 3 contains 80015 members 
Mstep: Class 5 contains 28340 members 
Mstep: Class 6 contains 76437 members 
Mstep: Class 9 contains 62994 members 
Mstep: Class 10 contains 72851 members 
Mstep: Class 11 contains 73106 members 
Mstep: Class 12 contains 70063 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 16 contains 42123 members 
Mstep: Class 17 contains 56964 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572488.000000 Penalty: 32515.083984
Iteration 482Q: 16 clusters Score -7.557249e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4409 members 
Mstep: Class 3 contains 80058 members 
Mstep: Class 5 contains 28332 members 
Mstep: Class 6 contains 76444 members 
Mstep: Class 9 contains 63019 members 
Mstep: Class 10 contains 72912 members 
Mstep: Class 11 contains 72918 members 
Mstep: Class 12 contains 70069 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 16 contains 42139 members 
Mstep: Class 17 contains 57041 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572472.000000 Penalty: 32515.083984
Iteration 483Q: 16 clusters Score -7.557247e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 3 contains 80090 members 
Mstep: Class 5 contains 28334 members 
Mstep: Class 6 contains 76451 members 
Mstep: Class 9 contains 63053 members 
Mstep: Class 10 contains 72980 members 
Mstep: Class 11 contains 72732 members 
Mstep: Class 12 contains 70072 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43449 members 
Mstep: Class 16 contains 42150 members 
Mstep: Class 17 contains 57107 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572568.000000 Penalty: 32515.083984
Iteration 484Q: 16 clusters Score -7.557257e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4384 members 
Mstep: Class 3 contains 80129 members 
Mstep: Class 5 contains 28331 members 
Mstep: Class 6 contains 76465 members 
Mstep: Class 9 contains 63082 members 
Mstep: Class 10 contains 73040 members 
Mstep: Class 11 contains 72574 members 
Mstep: Class 12 contains 70074 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43443 members 
Mstep: Class 16 contains 42159 members 
Mstep: Class 17 contains 57173 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572400.000000 Penalty: 32515.083984
Iteration 485Q: 16 clusters Score -7.55724e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 80148 members 
Mstep: Class 5 contains 28329 members 
Mstep: Class 6 contains 76485 members 
Mstep: Class 9 contains 63109 members 
Mstep: Class 10 contains 73121 members 
Mstep: Class 11 contains 72393 members 
Mstep: Class 12 contains 70075 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43434 members 
Mstep: Class 16 contains 42165 members 
Mstep: Class 17 contains 57244 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572400.000000 Penalty: 32515.083984
Iteration 486Q: 16 clusters Score -7.55724e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4381 members 
Mstep: Class 3 contains 80177 members 
Mstep: Class 5 contains 28326 members 
Mstep: Class 6 contains 76503 members 
Mstep: Class 9 contains 63125 members 
Mstep: Class 10 contains 73198 members 
Mstep: Class 11 contains 72219 members 
Mstep: Class 12 contains 70072 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43427 members 
Mstep: Class 16 contains 42176 members 
Mstep: Class 17 contains 57306 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 4275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572304.000000 Penalty: 32515.083984
Iteration 487Q: 16 clusters Score -7.55723e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4383 members 
Mstep: Class 3 contains 80211 members 
Mstep: Class 5 contains 28331 members 
Mstep: Class 6 contains 76519 members 
Mstep: Class 9 contains 63131 members 
Mstep: Class 10 contains 73289 members 
Mstep: Class 11 contains 72016 members 
Mstep: Class 12 contains 70079 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43416 members 
Mstep: Class 16 contains 42192 members 
Mstep: Class 17 contains 57374 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 4269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572144.000000 Penalty: 32515.083984
Iteration 488Q: 16 clusters Score -7.557214e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 80258 members 
Mstep: Class 5 contains 28338 members 
Mstep: Class 6 contains 76535 members 
Mstep: Class 9 contains 63146 members 
Mstep: Class 10 contains 73352 members 
Mstep: Class 11 contains 71800 members 
Mstep: Class 12 contains 70096 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43402 members 
Mstep: Class 16 contains 42219 members 
Mstep: Class 17 contains 57438 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 4272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572152.000000 Penalty: 32515.083984
Iteration 489Q: 16 clusters Score -7.557215e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4370 members 
Mstep: Class 3 contains 80308 members 
Mstep: Class 5 contains 28343 members 
Mstep: Class 6 contains 76546 members 
Mstep: Class 9 contains 63169 members 
Mstep: Class 10 contains 73412 members 
Mstep: Class 11 contains 71602 members 
Mstep: Class 12 contains 70100 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43396 members 
Mstep: Class 16 contains 42238 members 
Mstep: Class 17 contains 57503 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 4270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75572000.000000 Penalty: 32515.083984
Iteration 490Q: 16 clusters Score -7.5572e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 80345 members 
Mstep: Class 5 contains 28339 members 
Mstep: Class 6 contains 76559 members 
Mstep: Class 9 contains 63183 members 
Mstep: Class 10 contains 73473 members 
Mstep: Class 11 contains 71432 members 
Mstep: Class 12 contains 70116 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43390 members 
Mstep: Class 16 contains 42251 members 
Mstep: Class 17 contains 57567 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 4260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571984.000000 Penalty: 32515.083984
Iteration 491Q: 16 clusters Score -7.557198e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4350 members 
Mstep: Class 3 contains 80391 members 
Mstep: Class 5 contains 28344 members 
Mstep: Class 6 contains 76566 members 
Mstep: Class 9 contains 63202 members 
Mstep: Class 10 contains 73494 members 
Mstep: Class 11 contains 71264 members 
Mstep: Class 12 contains 70139 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43391 members 
Mstep: Class 16 contains 42267 members 
Mstep: Class 17 contains 57620 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 4264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571904.000000 Penalty: 32515.083984
Iteration 492Q: 16 clusters Score -7.55719e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4338 members 
Mstep: Class 3 contains 80415 members 
Mstep: Class 5 contains 28337 members 
Mstep: Class 6 contains 76565 members 
Mstep: Class 9 contains 63214 members 
Mstep: Class 10 contains 73499 members 
Mstep: Class 11 contains 71155 members 
Mstep: Class 12 contains 70163 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43381 members 
Mstep: Class 16 contains 42285 members 
Mstep: Class 17 contains 57685 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 4267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571720.000000 Penalty: 32515.083984
Iteration 493Q: 16 clusters Score -7.557172e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4333 members 
Mstep: Class 3 contains 80428 members 
Mstep: Class 5 contains 28328 members 
Mstep: Class 6 contains 76573 members 
Mstep: Class 9 contains 63228 members 
Mstep: Class 10 contains 73539 members 
Mstep: Class 11 contains 71014 members 
Mstep: Class 12 contains 70187 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43378 members 
Mstep: Class 16 contains 42300 members 
Mstep: Class 17 contains 57736 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 4268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571568.000000 Penalty: 32515.083984
Iteration 494Q: 16 clusters Score -7.557157e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4330 members 
Mstep: Class 3 contains 80440 members 
Mstep: Class 5 contains 28312 members 
Mstep: Class 6 contains 76582 members 
Mstep: Class 9 contains 63248 members 
Mstep: Class 10 contains 73577 members 
Mstep: Class 11 contains 70871 members 
Mstep: Class 12 contains 70201 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43384 members 
Mstep: Class 16 contains 42307 members 
Mstep: Class 17 contains 57795 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 4270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571696.000000 Penalty: 32515.083984
Iteration 495Q: 16 clusters Score -7.55717e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4322 members 
Mstep: Class 3 contains 80465 members 
Mstep: Class 5 contains 28302 members 
Mstep: Class 6 contains 76591 members 
Mstep: Class 9 contains 63265 members 
Mstep: Class 10 contains 73655 members 
Mstep: Class 11 contains 70711 members 
Mstep: Class 12 contains 70216 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43388 members 
Mstep: Class 16 contains 42304 members 
Mstep: Class 17 contains 57840 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 4263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571728.000000 Penalty: 32515.083984
Iteration 496Q: 16 clusters Score -7.557173e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 80493 members 
Mstep: Class 5 contains 28295 members 
Mstep: Class 6 contains 76602 members 
Mstep: Class 9 contains 63282 members 
Mstep: Class 10 contains 73723 members 
Mstep: Class 11 contains 70540 members 
Mstep: Class 12 contains 70238 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43400 members 
Mstep: Class 16 contains 42302 members 
Mstep: Class 17 contains 57884 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 4255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571744.000000 Penalty: 32515.083984
Iteration 497Q: 16 clusters Score -7.557174e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4308 members 
Mstep: Class 3 contains 80537 members 
Mstep: Class 5 contains 28291 members 
Mstep: Class 6 contains 76618 members 
Mstep: Class 9 contains 63293 members 
Mstep: Class 10 contains 73769 members 
Mstep: Class 11 contains 70361 members 
Mstep: Class 12 contains 70253 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43421 members 
Mstep: Class 16 contains 42300 members 
Mstep: Class 17 contains 57935 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 4251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571608.000000 Penalty: 32515.083984
Iteration 498Q: 16 clusters Score -7.557161e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 80583 members 
Mstep: Class 5 contains 28279 members 
Mstep: Class 6 contains 76620 members 
Mstep: Class 9 contains 63293 members 
Mstep: Class 10 contains 73804 members 
Mstep: Class 11 contains 70217 members 
Mstep: Class 12 contains 70273 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43431 members 
Mstep: Class 16 contains 42307 members 
Mstep: Class 17 contains 57989 members 
Mstep: Class 21 contains 665 members 
Mstep: Class 22 contains 4244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571488.000000 Penalty: 32515.083984
Iteration 499Q: 16 clusters Score -7.557149e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 80625 members 
Mstep: Class 5 contains 28269 members 
Mstep: Class 6 contains 76630 members 
Mstep: Class 9 contains 63294 members 
Mstep: Class 10 contains 73841 members 
Mstep: Class 11 contains 70063 members 
Mstep: Class 12 contains 70288 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 43432 members 
Mstep: Class 16 contains 42316 members 
Mstep: Class 17 contains 58048 members 
Mstep: Class 21 contains 664 members 
Mstep: Class 22 contains 4244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75571400.000000 Penalty: 32515.083984
Iteration 500F: 16 clusters Score -7.55714e+07 nChanged 445
Maximum iterations exceeded
--- Evaluating fit on full set of 1863812 points ---
Entering Unmasked Estep 
Score: -228173936.000000 Penalty: 35192.953125
23->16 Clusters: Score -228173936.000000, best is -228212816.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 621270 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 27100 members 
Mstep: Class 3 contains 27058 members 
Mstep: Class 4 contains 26776 members 
Mstep: Class 5 contains 27224 members 
Mstep: Class 6 contains 27014 members 
Mstep: Class 7 contains 27101 members 
Mstep: Class 8 contains 26922 members 
Mstep: Class 9 contains 27114 members 
Mstep: Class 10 contains 26956 members 
Mstep: Class 11 contains 27097 members 
Mstep: Class 12 contains 27345 members 
Mstep: Class 13 contains 26950 members 
Mstep: Class 14 contains 27061 members 
Mstep: Class 15 contains 26940 members 
Mstep: Class 16 contains 27016 members 
Mstep: Class 17 contains 27108 members 
Mstep: Class 18 contains 26934 members 
Mstep: Class 19 contains 27054 members 
Mstep: Class 20 contains 26907 members 
Mstep: Class 21 contains 26862 members 
Mstep: Class 22 contains 26657 members 
Mstep: Class 23 contains 27178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 606.509399 but Gain 2167.671875
Score: -73561800.000000 Penalty: 47688.789062
Iteration 0F: 23 clusters Score -7.35618e+07 nChanged 590770
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 13547 members 
Mstep: Class 3 contains 16659 members 
Mstep: Class 4 contains 40692 members 
Mstep: Class 5 contains 17456 members 
Mstep: Class 6 contains 36128 members 
Mstep: Class 8 contains 12044 members 
Mstep: Class 9 contains 43926 members 
Mstep: Class 10 contains 27075 members 
Mstep: Class 11 contains 20277 members 
Mstep: Class 12 contains 35860 members 
Mstep: Class 13 contains 23210 members 
Mstep: Class 14 contains 26543 members 
Mstep: Class 15 contains 15952 members 
Mstep: Class 16 contains 18312 members 
Mstep: Class 17 contains 23089 members 
Mstep: Class 18 contains 29228 members 
Mstep: Class 19 contains 33348 members 
Mstep: Class 20 contains 28047 members 
Mstep: Class 21 contains 21401 members 
Mstep: Class 22 contains 54502 members 
Mstep: Class 23 contains 32398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74813552.000000 Penalty: 47688.789062
Iteration 1F: 23 clusters Score -7.481355e+07 nChanged 188208
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 17169 members 
Mstep: Class 3 contains 13478 members 
Mstep: Class 4 contains 34595 members 
Mstep: Class 5 contains 12773 members 
Mstep: Class 6 contains 40926 members 
Mstep: Class 8 contains 7638 members 
Mstep: Class 9 contains 57040 members 
Mstep: Class 10 contains 22683 members 
Mstep: Class 11 contains 12864 members 
Mstep: Class 12 contains 42705 members 
Mstep: Class 13 contains 18765 members 
Mstep: Class 14 contains 24954 members 
Mstep: Class 15 contains 14378 members 
Mstep: Class 16 contains 11473 members 
Mstep: Class 17 contains 21916 members 
Mstep: Class 18 contains 29191 members 
Mstep: Class 19 contains 36845 members 
Mstep: Class 20 contains 24278 members 
Mstep: Class 21 contains 20216 members 
Mstep: Class 22 contains 61305 members 
Mstep: Class 23 contains 32012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74989144.000000 Penalty: 47688.789062
Iteration 2F: 23 clusters Score -7.498914e+07 nChanged 132294
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 20176 members 
Mstep: Class 3 contains 11530 members 
Mstep: Class 4 contains 30935 members 
Mstep: Class 5 contains 8963 members 
Mstep: Class 6 contains 42182 members 
Mstep: Class 8 contains 5236 members 
Mstep: Class 9 contains 65847 members 
Mstep: Class 10 contains 18553 members 
Mstep: Class 11 contains 9350 members 
Mstep: Class 12 contains 45749 members 
Mstep: Class 13 contains 15772 members 
Mstep: Class 14 contains 21691 members 
Mstep: Class 15 contains 11018 members 
Mstep: Class 16 contains 7979 members 
Mstep: Class 17 contains 18343 members 
Mstep: Class 18 contains 28004 members 
Mstep: Class 19 contains 38292 members 
Mstep: Class 20 contains 21576 members 
Mstep: Class 21 contains 17185 members 
Mstep: Class 22 contains 82833 members 
Mstep: Class 23 contains 28704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75099424.000000 Penalty: 47688.789062
Iteration 3F: 23 clusters Score -7.509942e+07 nChanged 116855
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 21788 members 
Mstep: Class 3 contains 9573 members 
Mstep: Class 4 contains 27485 members 
Mstep: Class 5 contains 5868 members 
Mstep: Class 6 contains 40888 members 
Mstep: Class 8 contains 3641 members 
Mstep: Class 9 contains 73013 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 7369 members 
Mstep: Class 12 contains 46646 members 
Mstep: Class 13 contains 13067 members 
Mstep: Class 14 contains 17573 members 
Mstep: Class 15 contains 7552 members 
Mstep: Class 16 contains 5756 members 
Mstep: Class 17 contains 13746 members 
Mstep: Class 18 contains 26233 members 
Mstep: Class 19 contains 38431 members 
Mstep: Class 20 contains 19252 members 
Mstep: Class 21 contains 13355 members 
Mstep: Class 22 contains 118193 members 
Mstep: Class 23 contains 23325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75176504.000000 Penalty: 47688.789062
Iteration 4F: 23 clusters Score -7.51765e+07 nChanged 106190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 23005 members 
Mstep: Class 3 contains 8214 members 
Mstep: Class 4 contains 23252 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 38622 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 80257 members 
Mstep: Class 10 contains 11004 members 
Mstep: Class 11 contains 6227 members 
Mstep: Class 12 contains 47578 members 
Mstep: Class 13 contains 10214 members 
Mstep: Class 14 contains 14108 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 4346 members 
Mstep: Class 17 contains 9870 members 
Mstep: Class 18 contains 24542 members 
Mstep: Class 19 contains 37168 members 
Mstep: Class 20 contains 17310 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 149153 members 
Mstep: Class 23 contains 18146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75193144.000000 Penalty: 47688.789062
Iteration 5F: 23 clusters Score -7.519314e+07 nChanged 83329
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 24444 members 
Mstep: Class 3 contains 7831 members 
Mstep: Class 4 contains 21037 members 
Mstep: Class 5 contains 2713 members 
Mstep: Class 6 contains 39286 members 
Mstep: Class 8 contains 2309 members 
Mstep: Class 9 contains 87837 members 
Mstep: Class 10 contains 9704 members 
Mstep: Class 11 contains 6262 members 
Mstep: Class 12 contains 51359 members 
Mstep: Class 13 contains 8717 members 
Mstep: Class 14 contains 12337 members 
Mstep: Class 15 contains 2811 members 
Mstep: Class 16 contains 3851 members 
Mstep: Class 17 contains 7501 members 
Mstep: Class 18 contains 23912 members 
Mstep: Class 19 contains 38048 members 
Mstep: Class 20 contains 17495 members 
Mstep: Class 21 contains 7993 members 
Mstep: Class 22 contains 148338 members 
Mstep: Class 23 contains 14897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1899.652344 but Gain 2167.671875
Score: -75239952.000000 Penalty: 45521.117188
Iteration 6F: 22 clusters Score -7.523995e+07 nChanged 72149
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 25420 members 
Mstep: Class 3 contains 7539 members 
Mstep: Class 4 contains 19390 members 
Mstep: Class 5 contains 1978 members 
Mstep: Class 6 contains 41009 members 
Mstep: Class 8 contains 1986 members 
Mstep: Class 9 contains 93772 members 
Mstep: Class 10 contains 8691 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 56773 members 
Mstep: Class 13 contains 7427 members 
Mstep: Class 14 contains 11043 members 
Mstep: Class 16 contains 3556 members 
Mstep: Class 17 contains 5653 members 
Mstep: Class 18 contains 23572 members 
Mstep: Class 19 contains 40510 members 
Mstep: Class 20 contains 18242 members 
Mstep: Class 21 contains 6441 members 
Mstep: Class 22 contains 142398 members 
Mstep: Class 23 contains 12140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1583.355957 but Gain 2167.671875
Score: -75289336.000000 Penalty: 43353.445312
Iteration 7F: 21 clusters Score -7.528934e+07 nChanged 64488
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 90338 members 
Mstep: Class 2 contains 26164 members 
Mstep: Class 3 contains 7383 members 
Mstep: Class 4 contains 17951 members 
Mstep: Class 6 contains 42756 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 9 contains 97860 members 
Mstep: Class 10 contains 7705 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 63412 members 
Mstep: Class 13 contains 6235 members 
Mstep: Class 14 contains 9824 members 
Mstep: Class 16 contains 3324 members 
Mstep: Class 17 contains 4236 members 
Mstep: Class 18 contains 23228 members 
Mstep: Class 19 contains 43729 members 
Mstep: Class 20 contains 18833 members 
Mstep: Class 21 contains 5096 members 
Mstep: Class 22 contains 135224 members 
Mstep: Class 23 contains 9670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1724.502075 but Gain 2167.671875
Score: -75331968.000000 Penalty: 41185.773438
Iteration 8F: 20 clusters Score -7.533197e+07 nChanged 57961
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 92360 members 
Mstep: Class 2 contains 26926 members 
Mstep: Class 3 contains 7290 members 
Mstep: Class 4 contains 17125 members 
Mstep: Class 6 contains 44290 members 
Mstep: Class 9 contains 100287 members 
Mstep: Class 10 contains 6829 members 
Mstep: Class 11 contains 6670 members 
Mstep: Class 12 contains 70832 members 
Mstep: Class 13 contains 5148 members 
Mstep: Class 14 contains 8690 members 
Mstep: Class 16 contains 3125 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 18 contains 22697 members 
Mstep: Class 19 contains 47382 members 
Mstep: Class 20 contains 19216 members 
Mstep: Class 21 contains 4009 members 
Mstep: Class 22 contains 127592 members 
Mstep: Class 23 contains 7687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75364200.000000 Penalty: 41185.773438
Iteration 9F: 20 clusters Score -7.53642e+07 nChanged 48123
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 92281 members 
Mstep: Class 2 contains 27034 members 
Mstep: Class 3 contains 7219 members 
Mstep: Class 4 contains 16652 members 
Mstep: Class 6 contains 46323 members 
Mstep: Class 9 contains 100835 members 
Mstep: Class 10 contains 5983 members 
Mstep: Class 11 contains 6557 members 
Mstep: Class 12 contains 78670 members 
Mstep: Class 13 contains 4269 members 
Mstep: Class 14 contains 7799 members 
Mstep: Class 16 contains 2895 members 
Mstep: Class 17 contains 2299 members 
Mstep: Class 18 contains 22399 members 
Mstep: Class 19 contains 51394 members 
Mstep: Class 20 contains 19500 members 
Mstep: Class 21 contains 3140 members 
Mstep: Class 22 contains 119792 members 
Mstep: Class 23 contains 6212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2041.114014 but Gain 2167.671875
Score: -75389496.000000 Penalty: 39018.101562
Iteration 10F: 19 clusters Score -7.53895e+07 nChanged 42849
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 89682 members 
Mstep: Class 2 contains 26929 members 
Mstep: Class 3 contains 7156 members 
Mstep: Class 4 contains 16488 members 
Mstep: Class 6 contains 48645 members 
Mstep: Class 9 contains 100257 members 
Mstep: Class 10 contains 5269 members 
Mstep: Class 11 contains 6325 members 
Mstep: Class 12 contains 86782 members 
Mstep: Class 13 contains 3626 members 
Mstep: Class 14 contains 7126 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 18 contains 22469 members 
Mstep: Class 19 contains 56295 members 
Mstep: Class 20 contains 19889 members 
Mstep: Class 21 contains 2442 members 
Mstep: Class 22 contains 114021 members 
Mstep: Class 23 contains 5202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2122.441650 but Gain 2167.671875
Score: -75411296.000000 Penalty: 36850.429688
Iteration 11F: 18 clusters Score -7.54113e+07 nChanged 37538
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 84990 members 
Mstep: Class 2 contains 26728 members 
Mstep: Class 3 contains 7104 members 
Mstep: Class 4 contains 16721 members 
Mstep: Class 6 contains 50926 members 
Mstep: Class 9 contains 98889 members 
Mstep: Class 10 contains 4674 members 
Mstep: Class 11 contains 5985 members 
Mstep: Class 12 contains 94465 members 
Mstep: Class 13 contains 3205 members 
Mstep: Class 14 contains 6581 members 
Mstep: Class 16 contains 2421 members 
Mstep: Class 18 contains 22738 members 
Mstep: Class 19 contains 61908 members 
Mstep: Class 20 contains 20437 members 
Mstep: Class 22 contains 109061 members 
Mstep: Class 23 contains 4420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75432184.000000 Penalty: 36850.429688
Iteration 12F: 18 clusters Score -7.543218e+07 nChanged 32881
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 79746 members 
Mstep: Class 2 contains 26443 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 16963 members 
Mstep: Class 6 contains 52510 members 
Mstep: Class 9 contains 96539 members 
Mstep: Class 10 contains 4121 members 
Mstep: Class 11 contains 5569 members 
Mstep: Class 12 contains 102335 members 
Mstep: Class 13 contains 2842 members 
Mstep: Class 14 contains 6059 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 18 contains 22814 members 
Mstep: Class 19 contains 66461 members 
Mstep: Class 20 contains 20865 members 
Mstep: Class 22 contains 104919 members 
Mstep: Class 23 contains 3864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75444472.000000 Penalty: 36850.429688
Iteration 13F: 18 clusters Score -7.544447e+07 nChanged 31193
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 26237 members 
Mstep: Class 3 contains 6939 members 
Mstep: Class 4 contains 17319 members 
Mstep: Class 6 contains 53872 members 
Mstep: Class 9 contains 94060 members 
Mstep: Class 10 contains 3663 members 
Mstep: Class 11 contains 5070 members 
Mstep: Class 12 contains 107434 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 14 contains 5661 members 
Mstep: Class 16 contains 1962 members 
Mstep: Class 18 contains 22704 members 
Mstep: Class 19 contains 70646 members 
Mstep: Class 20 contains 21401 members 
Mstep: Class 22 contains 101547 members 
Mstep: Class 23 contains 3500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75449640.000000 Penalty: 36850.429688
Iteration 14F: 18 clusters Score -7.544964e+07 nChanged 27803
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 74705 members 
Mstep: Class 2 contains 26015 members 
Mstep: Class 3 contains 6865 members 
Mstep: Class 4 contains 17711 members 
Mstep: Class 6 contains 55321 members 
Mstep: Class 9 contains 92641 members 
Mstep: Class 10 contains 3337 members 
Mstep: Class 11 contains 4551 members 
Mstep: Class 12 contains 108096 members 
Mstep: Class 13 contains 2385 members 
Mstep: Class 14 contains 5414 members 
Mstep: Class 16 contains 1769 members 
Mstep: Class 18 contains 22790 members 
Mstep: Class 19 contains 74389 members 
Mstep: Class 20 contains 22226 members 
Mstep: Class 22 contains 99828 members 
Mstep: Class 23 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2117.376953 but Gain 2167.675781
Score: -75454352.000000 Penalty: 34682.753906
Iteration 15Q: 17 clusters Score -7.545435e+07 nChanged 24962
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 73453 members 
Mstep: Class 2 contains 26133 members 
Mstep: Class 3 contains 7038 members 
Mstep: Class 4 contains 18344 members 
Mstep: Class 6 contains 56725 members 
Mstep: Class 9 contains 91996 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 4021 members 
Mstep: Class 12 contains 106374 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 5247 members 
Mstep: Class 18 contains 23395 members 
Mstep: Class 19 contains 77399 members 
Mstep: Class 20 contains 23324 members 
Mstep: Class 22 contains 99418 members 
Mstep: Class 23 contains 3014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75461216.000000 Penalty: 34682.753906
Iteration 16Q: 17 clusters Score -7.546122e+07 nChanged 19478
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 72443 members 
Mstep: Class 2 contains 25784 members 
Mstep: Class 3 contains 7091 members 
Mstep: Class 4 contains 18841 members 
Mstep: Class 6 contains 57914 members 
Mstep: Class 9 contains 91660 members 
Mstep: Class 10 contains 2870 members 
Mstep: Class 11 contains 3510 members 
Mstep: Class 12 contains 104160 members 
Mstep: Class 13 contains 2201 members 
Mstep: Class 14 contains 5206 members 
Mstep: Class 18 contains 23998 members 
Mstep: Class 19 contains 79615 members 
Mstep: Class 20 contains 24630 members 
Mstep: Class 22 contains 98539 members 
Mstep: Class 23 contains 2792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75467472.000000 Penalty: 34682.753906
Iteration 17Q: 17 clusters Score -7.546747e+07 nChanged 16764
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 71655 members 
Mstep: Class 2 contains 25416 members 
Mstep: Class 3 contains 7077 members 
Mstep: Class 4 contains 19348 members 
Mstep: Class 6 contains 58884 members 
Mstep: Class 9 contains 91423 members 
Mstep: Class 10 contains 2670 members 
Mstep: Class 11 contains 3072 members 
Mstep: Class 12 contains 102172 members 
Mstep: Class 13 contains 2136 members 
Mstep: Class 14 contains 5185 members 
Mstep: Class 18 contains 24710 members 
Mstep: Class 19 contains 81036 members 
Mstep: Class 20 contains 25933 members 
Mstep: Class 22 contains 97936 members 
Mstep: Class 23 contains 2601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75472032.000000 Penalty: 34682.753906
Iteration 18Q: 17 clusters Score -7.547203e+07 nChanged 15207
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 24938 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 19980 members 
Mstep: Class 6 contains 59517 members 
Mstep: Class 9 contains 91253 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 2702 members 
Mstep: Class 12 contains 100510 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 18 contains 25472 members 
Mstep: Class 19 contains 81847 members 
Mstep: Class 20 contains 27390 members 
Mstep: Class 22 contains 97404 members 
Mstep: Class 23 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75476592.000000 Penalty: 34682.753906
Iteration 19Q: 17 clusters Score -7.547659e+07 nChanged 14045
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 70478 members 
Mstep: Class 2 contains 24421 members 
Mstep: Class 3 contains 7047 members 
Mstep: Class 4 contains 20653 members 
Mstep: Class 6 contains 59895 members 
Mstep: Class 9 contains 91056 members 
Mstep: Class 10 contains 2352 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 99321 members 
Mstep: Class 13 contains 2000 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 18 contains 26313 members 
Mstep: Class 19 contains 82175 members 
Mstep: Class 20 contains 28827 members 
Mstep: Class 22 contains 96886 members 
Mstep: Class 23 contains 2331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75480376.000000 Penalty: 34682.753906
Iteration 20F: 17 clusters Score -7.548038e+07 nChanged 13136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 23892 members 
Mstep: Class 3 contains 7000 members 
Mstep: Class 4 contains 21399 members 
Mstep: Class 6 contains 59920 members 
Mstep: Class 9 contains 90921 members 
Mstep: Class 10 contains 2196 members 
Mstep: Class 11 contains 2091 members 
Mstep: Class 12 contains 98553 members 
Mstep: Class 13 contains 1919 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 18 contains 27234 members 
Mstep: Class 19 contains 82087 members 
Mstep: Class 20 contains 30196 members 
Mstep: Class 22 contains 96458 members 
Mstep: Class 23 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75483048.000000 Penalty: 34682.753906
Iteration 21Q: 17 clusters Score -7.548305e+07 nChanged 12357
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 69686 members 
Mstep: Class 2 contains 23347 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 22201 members 
Mstep: Class 6 contains 59750 members 
Mstep: Class 9 contains 90865 members 
Mstep: Class 10 contains 2037 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 12 contains 97819 members 
Mstep: Class 13 contains 1860 members 
Mstep: Class 14 contains 5039 members 
Mstep: Class 18 contains 28241 members 
Mstep: Class 19 contains 81876 members 
Mstep: Class 20 contains 31472 members 
Mstep: Class 22 contains 96055 members 
Mstep: Class 23 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1990.402222 but Gain 2167.669922
Score: -75485784.000000 Penalty: 32515.083984
Iteration 22Q: 16 clusters Score -7.548578e+07 nChanged 13353
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 69591 members 
Mstep: Class 2 contains 22985 members 
Mstep: Class 3 contains 6936 members 
Mstep: Class 4 contains 23575 members 
Mstep: Class 6 contains 59461 members 
Mstep: Class 9 contains 90911 members 
Mstep: Class 10 contains 1932 members 
Mstep: Class 12 contains 97259 members 
Mstep: Class 13 contains 1803 members 
Mstep: Class 14 contains 4961 members 
Mstep: Class 18 contains 29343 members 
Mstep: Class 19 contains 81502 members 
Mstep: Class 20 contains 32986 members 
Mstep: Class 22 contains 95867 members 
Mstep: Class 23 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75490336.000000 Penalty: 32515.083984
Iteration 23Q: 16 clusters Score -7.549034e+07 nChanged 11664
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 22311 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 24484 members 
Mstep: Class 6 contains 59008 members 
Mstep: Class 9 contains 90962 members 
Mstep: Class 10 contains 1814 members 
Mstep: Class 12 contains 96430 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 4927 members 
Mstep: Class 18 contains 30587 members 
Mstep: Class 19 contains 81105 members 
Mstep: Class 20 contains 34303 members 
Mstep: Class 22 contains 95194 members 
Mstep: Class 23 contains 2087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75492376.000000 Penalty: 32515.083984
Iteration 24Q: 16 clusters Score -7.549238e+07 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 69125 members 
Mstep: Class 2 contains 21621 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 25362 members 
Mstep: Class 6 contains 58365 members 
Mstep: Class 9 contains 90996 members 
Mstep: Class 10 contains 1709 members 
Mstep: Class 12 contains 95667 members 
Mstep: Class 13 contains 1727 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 18 contains 31896 members 
Mstep: Class 19 contains 80649 members 
Mstep: Class 20 contains 35621 members 
Mstep: Class 22 contains 94780 members 
Mstep: Class 23 contains 2032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2130.955811 but Gain 2167.671875
Score: -75494760.000000 Penalty: 30347.412109
Iteration 25Q: 15 clusters Score -7.549476e+07 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 69141 members 
Mstep: Class 2 contains 20946 members 
Mstep: Class 3 contains 6887 members 
Mstep: Class 4 contains 26291 members 
Mstep: Class 6 contains 57736 members 
Mstep: Class 9 contains 91163 members 
Mstep: Class 12 contains 94855 members 
Mstep: Class 13 contains 1717 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 18 contains 33476 members 
Mstep: Class 19 contains 80201 members 
Mstep: Class 20 contains 37318 members 
Mstep: Class 22 contains 94717 members 
Mstep: Class 23 contains 2005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75498992.000000 Penalty: 30347.412109
Iteration 26Q: 15 clusters Score -7.549899e+07 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 20326 members 
Mstep: Class 3 contains 6855 members 
Mstep: Class 4 contains 27194 members 
Mstep: Class 6 contains 56844 members 
Mstep: Class 9 contains 91239 members 
Mstep: Class 12 contains 93874 members 
Mstep: Class 13 contains 1702 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 18 contains 35006 members 
Mstep: Class 19 contains 79763 members 
Mstep: Class 20 contains 38904 members 
Mstep: Class 22 contains 93931 members 
Mstep: Class 23 contains 1953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75501136.000000 Penalty: 30347.412109
Iteration 27Q: 15 clusters Score -7.550114e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 19732 members 
Mstep: Class 3 contains 6844 members 
Mstep: Class 4 contains 28091 members 
Mstep: Class 6 contains 55829 members 
Mstep: Class 9 contains 91272 members 
Mstep: Class 12 contains 93039 members 
Mstep: Class 13 contains 1665 members 
Mstep: Class 14 contains 4691 members 
Mstep: Class 18 contains 36526 members 
Mstep: Class 19 contains 79253 members 
Mstep: Class 20 contains 40440 members 
Mstep: Class 22 contains 93385 members 
Mstep: Class 23 contains 1883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75503240.000000 Penalty: 30347.412109
Iteration 28Q: 15 clusters Score -7.550324e+07 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 68202 members 
Mstep: Class 2 contains 19149 members 
Mstep: Class 3 contains 6841 members 
Mstep: Class 4 contains 28946 members 
Mstep: Class 6 contains 54749 members 
Mstep: Class 9 contains 91360 members 
Mstep: Class 12 contains 92170 members 
Mstep: Class 13 contains 1620 members 
Mstep: Class 14 contains 4652 members 
Mstep: Class 18 contains 38196 members 
Mstep: Class 19 contains 78753 members 
Mstep: Class 20 contains 41931 members 
Mstep: Class 22 contains 92869 members 
Mstep: Class 23 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75505304.000000 Penalty: 30347.412109
Iteration 29Q: 15 clusters Score -7.55053e+07 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 18641 members 
Mstep: Class 3 contains 6833 members 
Mstep: Class 4 contains 29847 members 
Mstep: Class 6 contains 53624 members 
Mstep: Class 9 contains 91519 members 
Mstep: Class 12 contains 91123 members 
Mstep: Class 13 contains 1574 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 18 contains 39958 members 
Mstep: Class 19 contains 78244 members 
Mstep: Class 20 contains 43441 members 
Mstep: Class 22 contains 92246 members 
Mstep: Class 23 contains 1742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2156.207031 but Gain 2167.673828
Score: -75506744.000000 Penalty: 28179.738281
Iteration 30Q: 14 clusters Score -7.550674e+07 nChanged 11985
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 67919 members 
Mstep: Class 2 contains 18151 members 
Mstep: Class 3 contains 6849 members 
Mstep: Class 4 contains 30702 members 
Mstep: Class 6 contains 52574 members 
Mstep: Class 9 contains 91877 members 
Mstep: Class 12 contains 90085 members 
Mstep: Class 14 contains 4632 members 
Mstep: Class 18 contains 41877 members 
Mstep: Class 19 contains 77833 members 
Mstep: Class 20 contains 45349 members 
Mstep: Class 22 contains 91704 members 
Mstep: Class 23 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75510640.000000 Penalty: 28179.738281
Iteration 31Q: 14 clusters Score -7.551064e+07 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 67532 members 
Mstep: Class 2 contains 17671 members 
Mstep: Class 3 contains 6853 members 
Mstep: Class 4 contains 31458 members 
Mstep: Class 6 contains 51343 members 
Mstep: Class 9 contains 92312 members 
Mstep: Class 12 contains 88642 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 18 contains 43696 members 
Mstep: Class 19 contains 77464 members 
Mstep: Class 20 contains 47081 members 
Mstep: Class 22 contains 90938 members 
Mstep: Class 23 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75512544.000000 Penalty: 28179.738281
Iteration 32Q: 14 clusters Score -7.551254e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66959 members 
Mstep: Class 2 contains 17223 members 
Mstep: Class 3 contains 6826 members 
Mstep: Class 4 contains 32208 members 
Mstep: Class 6 contains 50056 members 
Mstep: Class 9 contains 92685 members 
Mstep: Class 12 contains 87288 members 
Mstep: Class 14 contains 4543 members 
Mstep: Class 18 contains 45554 members 
Mstep: Class 19 contains 77158 members 
Mstep: Class 20 contains 49008 members 
Mstep: Class 22 contains 90108 members 
Mstep: Class 23 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75513880.000000 Penalty: 28179.738281
Iteration 33Q: 14 clusters Score -7.551388e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 16802 members 
Mstep: Class 3 contains 6809 members 
Mstep: Class 4 contains 32916 members 
Mstep: Class 6 contains 48822 members 
Mstep: Class 9 contains 93168 members 
Mstep: Class 12 contains 85854 members 
Mstep: Class 14 contains 4457 members 
Mstep: Class 18 contains 47446 members 
Mstep: Class 19 contains 76928 members 
Mstep: Class 20 contains 50946 members 
Mstep: Class 22 contains 89188 members 
Mstep: Class 23 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75515112.000000 Penalty: 28179.738281
Iteration 34Q: 14 clusters Score -7.551511e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65533 members 
Mstep: Class 2 contains 16428 members 
Mstep: Class 3 contains 6728 members 
Mstep: Class 4 contains 33585 members 
Mstep: Class 6 contains 47554 members 
Mstep: Class 9 contains 93640 members 
Mstep: Class 12 contains 84231 members 
Mstep: Class 14 contains 4335 members 
Mstep: Class 18 contains 49382 members 
Mstep: Class 19 contains 76741 members 
Mstep: Class 20 contains 53030 members 
Mstep: Class 22 contains 88485 members 
Mstep: Class 23 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75516344.000000 Penalty: 28179.738281
Iteration 35Q: 14 clusters Score -7.551634e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 64760 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 6629 members 
Mstep: Class 4 contains 34180 members 
Mstep: Class 6 contains 46199 members 
Mstep: Class 9 contains 94095 members 
Mstep: Class 12 contains 82533 members 
Mstep: Class 14 contains 4212 members 
Mstep: Class 18 contains 51312 members 
Mstep: Class 19 contains 76579 members 
Mstep: Class 20 contains 55160 members 
Mstep: Class 22 contains 87898 members 
Mstep: Class 23 contains 1566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75518016.000000 Penalty: 28179.738281
Iteration 36Q: 14 clusters Score -7.551802e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 15868 members 
Mstep: Class 3 contains 6501 members 
Mstep: Class 4 contains 34697 members 
Mstep: Class 6 contains 44899 members 
Mstep: Class 9 contains 94467 members 
Mstep: Class 12 contains 80986 members 
Mstep: Class 14 contains 4079 members 
Mstep: Class 18 contains 53226 members 
Mstep: Class 19 contains 76423 members 
Mstep: Class 20 contains 57347 members 
Mstep: Class 22 contains 87275 members 
Mstep: Class 23 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2141.527344 but Gain 2167.671875
Score: -75518744.000000 Penalty: 26012.066406
Iteration 37Q: 13 clusters Score -7.551874e+07 nChanged 11613
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 15663 members 
Mstep: Class 3 contains 6333 members 
Mstep: Class 4 contains 35132 members 
Mstep: Class 6 contains 43712 members 
Mstep: Class 9 contains 94820 members 
Mstep: Class 12 contains 79578 members 
Mstep: Class 14 contains 3989 members 
Mstep: Class 18 contains 55721 members 
Mstep: Class 19 contains 76538 members 
Mstep: Class 20 contains 59891 members 
Mstep: Class 22 contains 86630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75521160.000000 Penalty: 26012.066406
Iteration 38Q: 13 clusters Score -7.552116e+07 nChanged 9907
Entering ConstructFrom: 
Score: -75521160.000000 Penalty: 26012.066406
Entering ConstructFrom: 
Trying to split cluster 1 (62206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Entering Unmasked Estep 
Score: -7745183.500000 Penalty: 1793.708618
	Iteration 0F: 2 clusters Score -7745184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -7704006.000000 Penalty: 3587.417236
	Iteration 0F: 3 clusters Score -7704006 nChanged 29281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -7720652.000000 Penalty: 3587.417236
	Iteration 1F: 3 clusters Score -7720652 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -7721357.000000 Penalty: 3587.417236
	Iteration 2Q: 3 clusters Score -7721357 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -7722328.500000 Penalty: 3587.417236
	Iteration 3Q: 3 clusters Score -7722328 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -7723692.000000 Penalty: 3587.417236
	Iteration 4Q: 3 clusters Score -7723692 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -7725634.500000 Penalty: 3587.417236
	Iteration 5F: 3 clusters Score -7725634 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -7728896.000000 Penalty: 3587.417236
	Iteration 6F: 3 clusters Score -7728896 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -7732781.000000 Penalty: 3587.417236
	Iteration 7F: 3 clusters Score -7732781 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -7736324.000000 Penalty: 3587.417236
	Iteration 8F: 3 clusters Score -7736324 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -7738473.500000 Penalty: 3587.417236
	Iteration 9F: 3 clusters Score -7738474 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -7739390.000000 Penalty: 3587.417236
	Iteration 10Q: 3 clusters Score -7739390 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -7739979.500000 Penalty: 3587.417236
	Iteration 11Q: 3 clusters Score -7739980 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -7740445.000000 Penalty: 3587.417236
	Iteration 12Q: 3 clusters Score -7740445 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -7740822.500000 Penalty: 3587.417236
	Iteration 13Q: 3 clusters Score -7740822 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -7741149.500000 Penalty: 3587.417236
	Iteration 14Q: 3 clusters Score -7741150 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -7741433.000000 Penalty: 3587.417236
	Iteration 15Q: 3 clusters Score -7741433 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -7741629.000000 Penalty: 3587.417236
	Iteration 16Q: 3 clusters Score -7741629 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -7741839.500000 Penalty: 3587.417236
	Iteration 17Q: 3 clusters Score -7741840 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -7742001.000000 Penalty: 3587.417236
	Iteration 18Q: 3 clusters Score -7742001 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -7742157.000000 Penalty: 3587.417236
	Iteration 19Q: 3 clusters Score -7742157 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -7742255.500000 Penalty: 3587.417236
	Iteration 20F: 3 clusters Score -7742256 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -7742395.500000 Penalty: 3587.417236
	Iteration 21Q: 3 clusters Score -7742396 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -7742562.000000 Penalty: 3587.417236
	Iteration 22Q: 3 clusters Score -7742562 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -7742725.500000 Penalty: 3587.417236
	Iteration 23Q: 3 clusters Score -7742726 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -7742861.500000 Penalty: 3587.417236
	Iteration 24Q: 3 clusters Score -7742862 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -7743007.000000 Penalty: 3587.417236
	Iteration 25Q: 3 clusters Score -7743007 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -7743102.500000 Penalty: 3587.417236
	Iteration 26Q: 3 clusters Score -7743102 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -7743213.000000 Penalty: 3587.417236
	Iteration 27Q: 3 clusters Score -7743213 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -7743297.000000 Penalty: 3587.417236
	Iteration 28Q: 3 clusters Score -7743297 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -7743364.500000 Penalty: 3587.417236
	Iteration 29Q: 3 clusters Score -7743364 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -7743460.500000 Penalty: 3587.417236
	Iteration 30Q: 3 clusters Score -7743460 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -7743525.500000 Penalty: 3587.417236
	Iteration 31Q: 3 clusters Score -7743526 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 58706 members 
Entering Unmasked Estep 
Score: -7743584.500000 Penalty: 3587.417236
	Iteration 32Q: 3 clusters Score -7743584 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -7743634.000000 Penalty: 3587.417236
	Iteration 33Q: 3 clusters Score -7743634 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -7743694.500000 Penalty: 3587.417236
	Iteration 34Q: 3 clusters Score -7743694 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 59455 members 
Entering Unmasked Estep 
Score: -7743752.000000 Penalty: 3587.417236
	Iteration 35Q: 3 clusters Score -7743752 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -7743777.500000 Penalty: 3587.417236
	Iteration 36Q: 3 clusters Score -7743778 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 59823 members 
Entering Unmasked Estep 
Score: -7743810.500000 Penalty: 3587.417236
	Iteration 37Q: 3 clusters Score -7743810 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -7743819.000000 Penalty: 3587.417236
	Iteration 38Q: 3 clusters Score -7743819 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -7743851.500000 Penalty: 3587.417236
	Iteration 39Q: 3 clusters Score -7743852 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -7743852.000000 Penalty: 3587.417236
	Iteration 40F: 3 clusters Score -7743852 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -7743850.000000 Penalty: 3587.417236
	Iteration 41Q: 3 clusters Score -7743850 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -7743860.500000 Penalty: 3587.417236
	Iteration 42Q: 3 clusters Score -7743860 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -7743881.500000 Penalty: 3587.417236
	Iteration 43Q: 3 clusters Score -7743882 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 60449 members 
Entering Unmasked Estep 
Score: -7743894.000000 Penalty: 3587.417236
	Iteration 44Q: 3 clusters Score -7743894 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -7743889.000000 Penalty: 3587.417236
	Iteration 45Q: 3 clusters Score -7743889 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -7743888.000000 Penalty: 3587.417236
	Iteration 46Q: 3 clusters Score -7743888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -7743893.500000 Penalty: 3587.417236
	Iteration 47Q: 3 clusters Score -7743894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -7743900.500000 Penalty: 3587.417236
	Iteration 48Q: 3 clusters Score -7743900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -7743894.000000 Penalty: 3587.417236
	Iteration 49Q: 3 clusters Score -7743894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -7743885.000000 Penalty: 3587.417236
	Iteration 50Q: 3 clusters Score -7743885 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -7743899.500000 Penalty: 3587.417236
	Iteration 51Q: 3 clusters Score -7743900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -7743905.000000 Penalty: 3587.417236
	Iteration 52Q: 3 clusters Score -7743905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -7743898.000000 Penalty: 3587.417236
	Iteration 53Q: 3 clusters Score -7743898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -7743900.500000 Penalty: 3587.417236
	Iteration 54Q: 3 clusters Score -7743900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -7743905.500000 Penalty: 3587.417236
	Iteration 55Q: 3 clusters Score -7743906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -7743904.500000 Penalty: 3587.417236
	Iteration 56Q: 3 clusters Score -7743904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 60902 members 
Entering Unmasked Estep 
Score: -7743907.500000 Penalty: 3587.417236
	Iteration 57Q: 3 clusters Score -7743908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -7743911.000000 Penalty: 3587.417236
	Iteration 58Q: 3 clusters Score -7743911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -7743916.500000 Penalty: 3587.417236
	Iteration 59Q: 3 clusters Score -7743916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -7743910.500000 Penalty: 3587.417236
	Iteration 60F: 3 clusters Score -7743910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -7743914.500000 Penalty: 3587.417236
	Iteration 61Q: 3 clusters Score -7743914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -7743916.000000 Penalty: 3587.417236
	Iteration 62Q: 3 clusters Score -7743916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -7743915.500000 Penalty: 3587.417236
	Iteration 63Q: 3 clusters Score -7743916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -7743914.500000 Penalty: 3587.417236
	Iteration 64Q: 3 clusters Score -7743914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -7743912.500000 Penalty: 3587.417236
	Iteration 65Q: 3 clusters Score -7743912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -7743916.500000 Penalty: 3587.417236
	Iteration 66Q: 3 clusters Score -7743916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -7743920.500000 Penalty: 3587.417236
	Iteration 67Q: 3 clusters Score -7743920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -7743924.000000 Penalty: 3587.417236
	Iteration 68Q: 3 clusters Score -7743924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -7743921.000000 Penalty: 3587.417236
	Iteration 69Q: 3 clusters Score -7743921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -7743923.000000 Penalty: 3587.417236
	Iteration 70Q: 3 clusters Score -7743923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -7743925.000000 Penalty: 3587.417236
	Iteration 71Q: 3 clusters Score -7743925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -7743925.000000 Penalty: 3587.417236
	Iteration 72F: 3 clusters Score -7743925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Entering Unmasked Estep 
Score: -1826312.500000 Penalty: 1567.718506
	Iteration 0F: 2 clusters Score -1826312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1815679.125000 Penalty: 3135.437012
	Iteration 0F: 3 clusters Score -1815679 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1819596.625000 Penalty: 3135.437012
	Iteration 1F: 3 clusters Score -1819597 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1820536.250000 Penalty: 3135.437012
	Iteration 2F: 3 clusters Score -1820536 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1821946.125000 Penalty: 3135.437012
	Iteration 3F: 3 clusters Score -1821946 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1823717.000000 Penalty: 3135.437012
	Iteration 4F: 3 clusters Score -1823717 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1825191.875000 Penalty: 3135.437012
	Iteration 5F: 3 clusters Score -1825192 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1826071.875000 Penalty: 3135.437012
	Iteration 6F: 3 clusters Score -1826072 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1826536.125000 Penalty: 3135.437012
	Iteration 7Q: 3 clusters Score -1826536 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1826783.875000 Penalty: 3135.437012
	Iteration 8Q: 3 clusters Score -1826784 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1826934.500000 Penalty: 3135.437012
	Iteration 9Q: 3 clusters Score -1826934 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1827080.500000 Penalty: 3135.437012
	Iteration 10Q: 3 clusters Score -1827080 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1827207.625000 Penalty: 3135.437012
	Iteration 11Q: 3 clusters Score -1827208 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1827322.250000 Penalty: 3135.437012
	Iteration 12Q: 3 clusters Score -1827322 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1827403.375000 Penalty: 3135.437012
	Iteration 13Q: 3 clusters Score -1827403 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1827458.000000 Penalty: 3135.437012
	Iteration 14Q: 3 clusters Score -1827458 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1827503.125000 Penalty: 3135.437012
	Iteration 15Q: 3 clusters Score -1827503 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1827534.000000 Penalty: 3135.437012
	Iteration 16Q: 3 clusters Score -1827534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1827558.000000 Penalty: 3135.437012
	Iteration 17Q: 3 clusters Score -1827558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1827565.250000 Penalty: 3135.437012
	Iteration 18Q: 3 clusters Score -1827565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1827575.875000 Penalty: 3135.437012
	Iteration 19Q: 3 clusters Score -1827576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1827580.625000 Penalty: 3135.437012
	Iteration 20F: 3 clusters Score -1827581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1827579.500000 Penalty: 3135.437012
	Iteration 21Q: 3 clusters Score -1827580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1827583.375000 Penalty: 3135.437012
	Iteration 22Q: 3 clusters Score -1827583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1827585.000000 Penalty: 3135.437012
	Iteration 23Q: 3 clusters Score -1827585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1827587.625000 Penalty: 3135.437012
	Iteration 24Q: 3 clusters Score -1827588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1827586.375000 Penalty: 3135.437012
	Iteration 25Q: 3 clusters Score -1827586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1827586.375000 Penalty: 3135.437012
	Iteration 26F: 3 clusters Score -1827586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 866 members 
Mstep: Class 3 contains 6165 members 
Mstep: Class 4 contains 35505 members 
Mstep: Class 5 contains 14617 members 
Mstep: Class 6 contains 42496 members 
Mstep: Class 9 contains 94987 members 
Mstep: Class 12 contains 78339 members 
Mstep: Class 14 contains 3874 members 
Mstep: Class 18 contains 57739 members 
Mstep: Class 19 contains 76403 members 
Mstep: Class 20 contains 62289 members 
Mstep: Class 22 contains 85768 members 
Entering Unmasked Estep 
Score: -75521720.000000 Penalty: 28179.738281
Splitting cluster 2 changes total score from -75521160.000000 to -75521720.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 3 (6165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Entering Unmasked Estep 
Score: -761377.750000 Penalty: 1418.079590
	Iteration 0F: 2 clusters Score -761377.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -756690.125000 Penalty: 2836.159180
	Iteration 0F: 3 clusters Score -756690.1 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -758042.875000 Penalty: 2836.159180
	Iteration 1F: 3 clusters Score -758042.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -758198.625000 Penalty: 2836.159180
	Iteration 2F: 3 clusters Score -758198.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -758316.437500 Penalty: 2836.159180
	Iteration 3Q: 3 clusters Score -758316.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -758417.312500 Penalty: 2836.159180
	Iteration 4Q: 3 clusters Score -758417.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -758517.000000 Penalty: 2836.159180
	Iteration 5Q: 3 clusters Score -758517 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -758614.500000 Penalty: 2836.159180
	Iteration 6Q: 3 clusters Score -758614.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -758693.312500 Penalty: 2836.159180
	Iteration 7Q: 3 clusters Score -758693.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -758770.250000 Penalty: 2836.159180
	Iteration 8Q: 3 clusters Score -758770.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -758853.562500 Penalty: 2836.159180
	Iteration 9Q: 3 clusters Score -758853.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -758941.187500 Penalty: 2836.159180
	Iteration 10Q: 3 clusters Score -758941.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -759023.250000 Penalty: 2836.159180
	Iteration 11Q: 3 clusters Score -759023.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -759113.125000 Penalty: 2836.159180
	Iteration 12Q: 3 clusters Score -759113.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -759206.375000 Penalty: 2836.159180
	Iteration 13Q: 3 clusters Score -759206.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -759320.437500 Penalty: 2836.159180
	Iteration 14Q: 3 clusters Score -759320.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -759433.625000 Penalty: 2836.159180
	Iteration 15Q: 3 clusters Score -759433.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -759562.187500 Penalty: 2836.159180
	Iteration 16Q: 3 clusters Score -759562.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -759682.125000 Penalty: 2836.159180
	Iteration 17Q: 3 clusters Score -759682.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -759781.375000 Penalty: 2836.159180
	Iteration 18Q: 3 clusters Score -759781.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -759852.812500 Penalty: 2836.159180
	Iteration 19Q: 3 clusters Score -759852.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -759913.437500 Penalty: 2836.159180
	Iteration 20F: 3 clusters Score -759913.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -759956.937500 Penalty: 2836.159180
	Iteration 21Q: 3 clusters Score -759956.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -759987.687500 Penalty: 2836.159180
	Iteration 22Q: 3 clusters Score -759987.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -760019.625000 Penalty: 2836.159180
	Iteration 23Q: 3 clusters Score -760019.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -760046.000000 Penalty: 2836.159180
	Iteration 24Q: 3 clusters Score -760046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -760064.750000 Penalty: 2836.159180
	Iteration 25Q: 3 clusters Score -760064.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -760073.875000 Penalty: 2836.159180
	Iteration 26Q: 3 clusters Score -760073.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -760079.312500 Penalty: 2836.159180
	Iteration 27Q: 3 clusters Score -760079.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -760082.625000 Penalty: 2836.159180
	Iteration 28Q: 3 clusters Score -760082.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -760087.875000 Penalty: 2836.159180
	Iteration 29Q: 3 clusters Score -760087.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -760092.875000 Penalty: 2836.159180
	Iteration 30Q: 3 clusters Score -760092.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -760096.500000 Penalty: 2836.159180
	Iteration 31Q: 3 clusters Score -760096.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -760097.937500 Penalty: 2836.159180
	Iteration 32Q: 3 clusters Score -760097.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -760100.500000 Penalty: 2836.159180
	Iteration 33Q: 3 clusters Score -760100.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -760101.000000 Penalty: 2836.159180
	Iteration 34Q: 3 clusters Score -760101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -760103.625000 Penalty: 2836.159180
	Iteration 35Q: 3 clusters Score -760103.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -760104.187500 Penalty: 2836.159180
	Iteration 36Q: 3 clusters Score -760104.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -760106.125000 Penalty: 2836.159180
	Iteration 37Q: 3 clusters Score -760106.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -760105.250000 Penalty: 2836.159180
	Iteration 38Q: 3 clusters Score -760105.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -760104.375000 Penalty: 2836.159180
	Iteration 39Q: 3 clusters Score -760104.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -760110.000000 Penalty: 2836.159180
	Iteration 40F: 3 clusters Score -760110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -760111.750000 Penalty: 2836.159180
	Iteration 41Q: 3 clusters Score -760111.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -760112.812500 Penalty: 2836.159180
	Iteration 42Q: 3 clusters Score -760112.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -760113.187500 Penalty: 2836.159180
	Iteration 43Q: 3 clusters Score -760113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -760113.125000 Penalty: 2836.159180
	Iteration 44Q: 3 clusters Score -760113.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -760113.125000 Penalty: 2836.159180
	Iteration 45F: 3 clusters Score -760113.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Entering Unmasked Estep 
Score: -4344887.000000 Penalty: 1702.582153
	Iteration 0F: 2 clusters Score -4344887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -4321113.500000 Penalty: 3405.164307
	Iteration 0F: 3 clusters Score -4321114 nChanged 16486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -4330326.500000 Penalty: 3405.164307
	Iteration 1F: 3 clusters Score -4330326 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -4330818.500000 Penalty: 3405.164307
	Iteration 2Q: 3 clusters Score -4330818 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -4331436.000000 Penalty: 3405.164307
	Iteration 3Q: 3 clusters Score -4331436 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -4332219.000000 Penalty: 3405.164307
	Iteration 4Q: 3 clusters Score -4332219 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -4333420.500000 Penalty: 3405.164307
	Iteration 5F: 3 clusters Score -4333420 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -4335134.000000 Penalty: 3405.164307
	Iteration 6F: 3 clusters Score -4335134 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -4337092.500000 Penalty: 3405.164307
	Iteration 7F: 3 clusters Score -4337092 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -4338875.500000 Penalty: 3405.164307
	Iteration 8F: 3 clusters Score -4338876 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -4340239.500000 Penalty: 3405.164307
	Iteration 9Q: 3 clusters Score -4340240 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4341181.500000 Penalty: 3405.164307
	Iteration 10Q: 3 clusters Score -4341182 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4341811.000000 Penalty: 3405.164307
	Iteration 11Q: 3 clusters Score -4341811 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4342264.000000 Penalty: 3405.164307
	Iteration 12Q: 3 clusters Score -4342264 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4342590.000000 Penalty: 3405.164307
	Iteration 13Q: 3 clusters Score -4342590 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4342883.000000 Penalty: 3405.164307
	Iteration 14Q: 3 clusters Score -4342883 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4343068.500000 Penalty: 3405.164307
	Iteration 15Q: 3 clusters Score -4343068 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4343208.500000 Penalty: 3405.164307
	Iteration 16Q: 3 clusters Score -4343208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4343270.000000 Penalty: 3405.164307
	Iteration 17Q: 3 clusters Score -4343270 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4343311.000000 Penalty: 3405.164307
	Iteration 18Q: 3 clusters Score -4343311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4343353.500000 Penalty: 3405.164307
	Iteration 19Q: 3 clusters Score -4343354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4343380.500000 Penalty: 3405.164307
	Iteration 20F: 3 clusters Score -4343380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4343400.000000 Penalty: 3405.164307
	Iteration 21Q: 3 clusters Score -4343400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4343408.500000 Penalty: 3405.164307
	Iteration 22Q: 3 clusters Score -4343408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4343417.500000 Penalty: 3405.164307
	Iteration 23Q: 3 clusters Score -4343418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4343417.500000 Penalty: 3405.164307
	Iteration 24Q: 3 clusters Score -4343418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4343416.500000 Penalty: 3405.164307
	Iteration 25Q: 3 clusters Score -4343416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4343414.500000 Penalty: 3405.164307
	Iteration 26Q: 3 clusters Score -4343414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4343414.500000 Penalty: 3405.164307
	Iteration 27F: 3 clusters Score -4343414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Entering Unmasked Estep 
Score: -5272199.000000 Penalty: 1731.789429
	Iteration 0F: 2 clusters Score -5272199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -5243646.500000 Penalty: 3463.578857
	Iteration 0F: 3 clusters Score -5243646 nChanged 19973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -5254965.000000 Penalty: 3463.578857
	Iteration 1F: 3 clusters Score -5254965 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -5255970.000000 Penalty: 3463.578857
	Iteration 2F: 3 clusters Score -5255970 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -5257534.500000 Penalty: 3463.578857
	Iteration 3F: 3 clusters Score -5257534 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -5259808.000000 Penalty: 3463.578857
	Iteration 4F: 3 clusters Score -5259808 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -5262741.500000 Penalty: 3463.578857
	Iteration 5F: 3 clusters Score -5262742 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -5265613.500000 Penalty: 3463.578857
	Iteration 6F: 3 clusters Score -5265614 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -5267825.500000 Penalty: 3463.578857
	Iteration 7F: 3 clusters Score -5267826 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -5269055.000000 Penalty: 3463.578857
	Iteration 8Q: 3 clusters Score -5269055 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -5269647.500000 Penalty: 3463.578857
	Iteration 9Q: 3 clusters Score -5269648 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -5270024.000000 Penalty: 3463.578857
	Iteration 10Q: 3 clusters Score -5270024 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -5270325.000000 Penalty: 3463.578857
	Iteration 11Q: 3 clusters Score -5270325 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -5270548.500000 Penalty: 3463.578857
	Iteration 12Q: 3 clusters Score -5270548 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -5270734.000000 Penalty: 3463.578857
	Iteration 13Q: 3 clusters Score -5270734 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -5270855.500000 Penalty: 3463.578857
	Iteration 14Q: 3 clusters Score -5270856 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -5270954.000000 Penalty: 3463.578857
	Iteration 15Q: 3 clusters Score -5270954 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -5271012.000000 Penalty: 3463.578857
	Iteration 16Q: 3 clusters Score -5271012 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -5271057.500000 Penalty: 3463.578857
	Iteration 17Q: 3 clusters Score -5271058 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -5271109.500000 Penalty: 3463.578857
	Iteration 18Q: 3 clusters Score -5271110 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -5271166.000000 Penalty: 3463.578857
	Iteration 19Q: 3 clusters Score -5271166 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -5271210.500000 Penalty: 3463.578857
	Iteration 20F: 3 clusters Score -5271210 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -5271224.000000 Penalty: 3463.578857
	Iteration 21Q: 3 clusters Score -5271224 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5271245.500000 Penalty: 3463.578857
	Iteration 22Q: 3 clusters Score -5271246 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5271253.000000 Penalty: 3463.578857
	Iteration 23Q: 3 clusters Score -5271253 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5271285.000000 Penalty: 3463.578857
	Iteration 24Q: 3 clusters Score -5271285 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -5271298.000000 Penalty: 3463.578857
	Iteration 25Q: 3 clusters Score -5271298 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5271322.000000 Penalty: 3463.578857
	Iteration 26Q: 3 clusters Score -5271322 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -5271350.500000 Penalty: 3463.578857
	Iteration 27Q: 3 clusters Score -5271350 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -5271356.500000 Penalty: 3463.578857
	Iteration 28Q: 3 clusters Score -5271356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5271362.000000 Penalty: 3463.578857
	Iteration 29Q: 3 clusters Score -5271362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -5271376.500000 Penalty: 3463.578857
	Iteration 30Q: 3 clusters Score -5271376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5271383.000000 Penalty: 3463.578857
	Iteration 31Q: 3 clusters Score -5271383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -5271392.500000 Penalty: 3463.578857
	Iteration 32Q: 3 clusters Score -5271392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -5271393.000000 Penalty: 3463.578857
	Iteration 33Q: 3 clusters Score -5271393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5271389.000000 Penalty: 3463.578857
	Iteration 34Q: 3 clusters Score -5271389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5271393.500000 Penalty: 3463.578857
	Iteration 35Q: 3 clusters Score -5271394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5271411.000000 Penalty: 3463.578857
	Iteration 36Q: 3 clusters Score -5271411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5271422.500000 Penalty: 3463.578857
	Iteration 37Q: 3 clusters Score -5271422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5271424.000000 Penalty: 3463.578857
	Iteration 38Q: 3 clusters Score -5271424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5271427.500000 Penalty: 3463.578857
	Iteration 39Q: 3 clusters Score -5271428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5271424.500000 Penalty: 3463.578857
	Iteration 40F: 3 clusters Score -5271424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5271424.000000 Penalty: 3463.578857
	Iteration 41Q: 3 clusters Score -5271424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5271419.500000 Penalty: 3463.578857
	Iteration 42Q: 3 clusters Score -5271420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -5271415.500000 Penalty: 3463.578857
	Iteration 43Q: 3 clusters Score -5271416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -5271423.500000 Penalty: 3463.578857
	Iteration 44Q: 3 clusters Score -5271424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5271429.500000 Penalty: 3463.578857
	Iteration 45Q: 3 clusters Score -5271430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5271431.500000 Penalty: 3463.578857
	Iteration 46Q: 3 clusters Score -5271432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -5271435.500000 Penalty: 3463.578857
	Iteration 47Q: 3 clusters Score -5271436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5271431.000000 Penalty: 3463.578857
	Iteration 48Q: 3 clusters Score -5271431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5271428.000000 Penalty: 3463.578857
	Iteration 49Q: 3 clusters Score -5271428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5271426.500000 Penalty: 3463.578857
	Iteration 50Q: 3 clusters Score -5271426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5271425.000000 Penalty: 3463.578857
	Iteration 51Q: 3 clusters Score -5271425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5271424.500000 Penalty: 3463.578857
	Iteration 52Q: 3 clusters Score -5271424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -5271430.000000 Penalty: 3463.578857
	Iteration 53Q: 3 clusters Score -5271430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5271436.500000 Penalty: 3463.578857
	Iteration 54Q: 3 clusters Score -5271436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -5271428.500000 Penalty: 3463.578857
	Iteration 55Q: 3 clusters Score -5271428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -5271434.500000 Penalty: 3463.578857
	Iteration 56Q: 3 clusters Score -5271434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5271429.000000 Penalty: 3463.578857
	Iteration 57Q: 3 clusters Score -5271429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5271430.500000 Penalty: 3463.578857
	Iteration 58Q: 3 clusters Score -5271430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -5271432.000000 Penalty: 3463.578857
	Iteration 59Q: 3 clusters Score -5271432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5271433.500000 Penalty: 3463.578857
	Iteration 60F: 3 clusters Score -5271434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5271435.000000 Penalty: 3463.578857
	Iteration 61Q: 3 clusters Score -5271435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5271435.000000 Penalty: 3463.578857
	Iteration 62Q: 3 clusters Score -5271435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5271439.000000 Penalty: 3463.578857
	Iteration 63Q: 3 clusters Score -5271439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5271438.500000 Penalty: 3463.578857
	Iteration 64Q: 3 clusters Score -5271438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5271438.500000 Penalty: 3463.578857
	Iteration 65F: 3 clusters Score -5271438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (94987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94987 members 
Entering Unmasked Estep 
Score: -11746992.000000 Penalty: 1862.493042
	Iteration 0F: 2 clusters Score -1.174699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -11688629.000000 Penalty: 3724.986084
	Iteration 0F: 3 clusters Score -1.168863e+07 nChanged 45176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -11716486.000000 Penalty: 3724.986084
	Iteration 1F: 3 clusters Score -1.171649e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -11718875.000000 Penalty: 3724.986084
	Iteration 2F: 3 clusters Score -1.171888e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 64369 members 
Entering Unmasked Estep 
Score: -11722422.000000 Penalty: 3724.986084
	Iteration 3F: 3 clusters Score -1.172242e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 70202 members 
Entering Unmasked Estep 
Score: -11726900.000000 Penalty: 3724.986084
	Iteration 4F: 3 clusters Score -1.17269e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -11731442.000000 Penalty: 3724.986084
	Iteration 5F: 3 clusters Score -1.173144e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -11735491.000000 Penalty: 3724.986084
	Iteration 6F: 3 clusters Score -1.173549e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 83570 members 
Entering Unmasked Estep 
Score: -11738411.000000 Penalty: 3724.986084
	Iteration 7Q: 3 clusters Score -1.173841e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 85736 members 
Entering Unmasked Estep 
Score: -11740137.000000 Penalty: 3724.986084
	Iteration 8Q: 3 clusters Score -1.174014e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 87286 members 
Entering Unmasked Estep 
Score: -11741180.000000 Penalty: 3724.986084
	Iteration 9Q: 3 clusters Score -1.174118e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 88535 members 
Entering Unmasked Estep 
Score: -11742116.000000 Penalty: 3724.986084
	Iteration 10Q: 3 clusters Score -1.174212e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -11743006.000000 Penalty: 3724.986084
	Iteration 11Q: 3 clusters Score -1.174301e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 90760 members 
Entering Unmasked Estep 
Score: -11743672.000000 Penalty: 3724.986084
	Iteration 12Q: 3 clusters Score -1.174367e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 91688 members 
Entering Unmasked Estep 
Score: -11744254.000000 Penalty: 3724.986084
	Iteration 13Q: 3 clusters Score -1.174425e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 92501 members 
Entering Unmasked Estep 
Score: -11744649.000000 Penalty: 3724.986084
	Iteration 14Q: 3 clusters Score -1.174465e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 93145 members 
Entering Unmasked Estep 
Score: -11745001.000000 Penalty: 3724.986084
	Iteration 15Q: 3 clusters Score -1.1745e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -11745174.000000 Penalty: 3724.986084
	Iteration 16Q: 3 clusters Score -1.174517e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 93955 members 
Entering Unmasked Estep 
Score: -11745313.000000 Penalty: 3724.986084
	Iteration 17Q: 3 clusters Score -1.174531e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 94163 members 
Entering Unmasked Estep 
Score: -11745342.000000 Penalty: 3724.986084
	Iteration 18Q: 3 clusters Score -1.174534e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 94306 members 
Entering Unmasked Estep 
Score: -11745369.000000 Penalty: 3724.986084
	Iteration 19Q: 3 clusters Score -1.174537e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 94403 members 
Entering Unmasked Estep 
Score: -11745423.000000 Penalty: 3724.986084
	Iteration 20F: 3 clusters Score -1.174542e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 94472 members 
Entering Unmasked Estep 
Score: -11745460.000000 Penalty: 3724.986084
	Iteration 21Q: 3 clusters Score -1.174546e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 94520 members 
Entering Unmasked Estep 
Score: -11745497.000000 Penalty: 3724.986084
	Iteration 22Q: 3 clusters Score -1.17455e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 94554 members 
Entering Unmasked Estep 
Score: -11745540.000000 Penalty: 3724.986084
	Iteration 23Q: 3 clusters Score -1.174554e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 94574 members 
Entering Unmasked Estep 
Score: -11745555.000000 Penalty: 3724.986084
	Iteration 24Q: 3 clusters Score -1.174556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 94585 members 
Entering Unmasked Estep 
Score: -11745572.000000 Penalty: 3724.986084
	Iteration 25Q: 3 clusters Score -1.174557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 94597 members 
Entering Unmasked Estep 
Score: -11745585.000000 Penalty: 3724.986084
	Iteration 26Q: 3 clusters Score -1.174558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 94605 members 
Entering Unmasked Estep 
Score: -11745599.000000 Penalty: 3724.986084
	Iteration 27Q: 3 clusters Score -1.17456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 94613 members 
Entering Unmasked Estep 
Score: -11745622.000000 Penalty: 3724.986084
	Iteration 28Q: 3 clusters Score -1.174562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 94617 members 
Entering Unmasked Estep 
Score: -11745623.000000 Penalty: 3724.986084
	Iteration 29Q: 3 clusters Score -1.174562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 94617 members 
Entering Unmasked Estep 
Score: -11745617.000000 Penalty: 3724.986084
	Iteration 30Q: 3 clusters Score -1.174562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 94618 members 
Entering Unmasked Estep 
Score: -11745608.000000 Penalty: 3724.986084
	Iteration 31Q: 3 clusters Score -1.174561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 94619 members 
Entering Unmasked Estep 
Score: -11745613.000000 Penalty: 3724.986084
	Iteration 32Q: 3 clusters Score -1.174561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 94619 members 
Entering Unmasked Estep 
Score: -11745613.000000 Penalty: 3724.986084
	Iteration 33F: 3 clusters Score -1.174561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (78339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78339 members 
Entering Unmasked Estep 
Score: -9695176.000000 Penalty: 1831.180176
	Iteration 0F: 2 clusters Score -9695176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -9644615.000000 Penalty: 3662.360352
	Iteration 0F: 3 clusters Score -9644615 nChanged 37303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -9666725.000000 Penalty: 3662.360352
	Iteration 1F: 3 clusters Score -9666725 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -9668380.000000 Penalty: 3662.360352
	Iteration 2Q: 3 clusters Score -9668380 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -9670800.000000 Penalty: 3662.360352
	Iteration 3F: 3 clusters Score -9670800 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -9674426.000000 Penalty: 3662.360352
	Iteration 4F: 3 clusters Score -9674426 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -9678621.000000 Penalty: 3662.360352
	Iteration 5F: 3 clusters Score -9678621 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -9682442.000000 Penalty: 3662.360352
	Iteration 6F: 3 clusters Score -9682442 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -9685381.000000 Penalty: 3662.360352
	Iteration 7F: 3 clusters Score -9685381 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 56780 members 
Entering Unmasked Estep 
Score: -9687171.000000 Penalty: 3662.360352
	Iteration 8Q: 3 clusters Score -9687171 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 58610 members 
Entering Unmasked Estep 
Score: -9688198.000000 Penalty: 3662.360352
	Iteration 9Q: 3 clusters Score -9688198 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -9689126.000000 Penalty: 3662.360352
	Iteration 10Q: 3 clusters Score -9689126 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -9689955.000000 Penalty: 3662.360352
	Iteration 11Q: 3 clusters Score -9689955 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
Score: -9690801.000000 Penalty: 3662.360352
	Iteration 12Q: 3 clusters Score -9690801 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -9691629.000000 Penalty: 3662.360352
	Iteration 13Q: 3 clusters Score -9691629 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
Score: -9692319.000000 Penalty: 3662.360352
	Iteration 14Q: 3 clusters Score -9692319 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 67584 members 
Entering Unmasked Estep 
Score: -9692871.000000 Penalty: 3662.360352
	Iteration 15Q: 3 clusters Score -9692871 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 68614 members 
Entering Unmasked Estep 
Score: -9693362.000000 Penalty: 3662.360352
	Iteration 16Q: 3 clusters Score -9693362 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 69550 members 
Entering Unmasked Estep 
Score: -9693796.000000 Penalty: 3662.360352
	Iteration 17Q: 3 clusters Score -9693796 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -9694137.000000 Penalty: 3662.360352
	Iteration 18Q: 3 clusters Score -9694137 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -9694448.000000 Penalty: 3662.360352
	Iteration 19Q: 3 clusters Score -9694448 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -9694779.000000 Penalty: 3662.360352
	Iteration 20F: 3 clusters Score -9694779 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
Score: -9695026.000000 Penalty: 3662.360352
	Iteration 21Q: 3 clusters Score -9695026 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 73713 members 
Entering Unmasked Estep 
Score: -9695256.000000 Penalty: 3662.360352
	Iteration 22Q: 3 clusters Score -9695256 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 74348 members 
Entering Unmasked Estep 
Score: -9695467.000000 Penalty: 3662.360352
	Iteration 23Q: 3 clusters Score -9695467 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 74921 members 
Entering Unmasked Estep 
Score: -9695655.000000 Penalty: 3662.360352
	Iteration 24Q: 3 clusters Score -9695655 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
Score: -9695788.000000 Penalty: 3662.360352
	Iteration 25Q: 3 clusters Score -9695788 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 75848 members 
Entering Unmasked Estep 
Score: -9695906.000000 Penalty: 3662.360352
	Iteration 26Q: 3 clusters Score -9695906 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 76243 members 
Entering Unmasked Estep 
Score: -9696047.000000 Penalty: 3662.360352
	Iteration 27Q: 3 clusters Score -9696047 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 76567 members 
Entering Unmasked Estep 
Score: -9696122.000000 Penalty: 3662.360352
	Iteration 28Q: 3 clusters Score -9696122 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 76824 members 
Entering Unmasked Estep 
Score: -9696150.000000 Penalty: 3662.360352
	Iteration 29Q: 3 clusters Score -9696150 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 77027 members 
Entering Unmasked Estep 
Score: -9696226.000000 Penalty: 3662.360352
	Iteration 30Q: 3 clusters Score -9696226 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 77199 members 
Entering Unmasked Estep 
Score: -9696274.000000 Penalty: 3662.360352
	Iteration 31Q: 3 clusters Score -9696274 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
Score: -9696268.000000 Penalty: 3662.360352
	Iteration 32Q: 3 clusters Score -9696268 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 77387 members 
Entering Unmasked Estep 
Score: -9696248.000000 Penalty: 3662.360352
	Iteration 33Q: 3 clusters Score -9696248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 77441 members 
Entering Unmasked Estep 
Score: -9696244.000000 Penalty: 3662.360352
	Iteration 34Q: 3 clusters Score -9696244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 77482 members 
Entering Unmasked Estep 
Score: -9696257.000000 Penalty: 3662.360352
	Iteration 35Q: 3 clusters Score -9696257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 77508 members 
Entering Unmasked Estep 
Score: -9696266.000000 Penalty: 3662.360352
	Iteration 36Q: 3 clusters Score -9696266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 77528 members 
Entering Unmasked Estep 
Score: -9696278.000000 Penalty: 3662.360352
	Iteration 37Q: 3 clusters Score -9696278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 77543 members 
Entering Unmasked Estep 
Score: -9696275.000000 Penalty: 3662.360352
	Iteration 38Q: 3 clusters Score -9696275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 77555 members 
Entering Unmasked Estep 
Score: -9696289.000000 Penalty: 3662.360352
	Iteration 39Q: 3 clusters Score -9696289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -9696288.000000 Penalty: 3662.360352
	Iteration 40F: 3 clusters Score -9696288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 77574 members 
Entering Unmasked Estep 
Score: -9696298.000000 Penalty: 3662.360352
	Iteration 41Q: 3 clusters Score -9696298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 77585 members 
Entering Unmasked Estep 
Score: -9696291.000000 Penalty: 3662.360352
	Iteration 42Q: 3 clusters Score -9696291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 77603 members 
Entering Unmasked Estep 
Score: -9696289.000000 Penalty: 3662.360352
	Iteration 43Q: 3 clusters Score -9696289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 77620 members 
Entering Unmasked Estep 
Score: -9696285.000000 Penalty: 3662.360352
	Iteration 44Q: 3 clusters Score -9696285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 77637 members 
Entering Unmasked Estep 
Score: -9696296.000000 Penalty: 3662.360352
	Iteration 45Q: 3 clusters Score -9696296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 77641 members 
Entering Unmasked Estep 
Score: -9696298.000000 Penalty: 3662.360352
	Iteration 46Q: 3 clusters Score -9696298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 77648 members 
Entering Unmasked Estep 
Score: -9696304.000000 Penalty: 3662.360352
	Iteration 47Q: 3 clusters Score -9696304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 77657 members 
Entering Unmasked Estep 
Score: -9696318.000000 Penalty: 3662.360352
	Iteration 48Q: 3 clusters Score -9696318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 77661 members 
Entering Unmasked Estep 
Score: -9696319.000000 Penalty: 3662.360352
	Iteration 49Q: 3 clusters Score -9696319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 77665 members 
Entering Unmasked Estep 
Score: -9696317.000000 Penalty: 3662.360352
	Iteration 50Q: 3 clusters Score -9696317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 77667 members 
Entering Unmasked Estep 
Score: -9696314.000000 Penalty: 3662.360352
	Iteration 51Q: 3 clusters Score -9696314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 77667 members 
Entering Unmasked Estep 
Score: -9696314.000000 Penalty: 3662.360352
	Iteration 52F: 3 clusters Score -9696314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 866 members 
Mstep: Class 3 contains 6165 members 
Mstep: Class 4 contains 35505 members 
Mstep: Class 5 contains 14617 members 
Mstep: Class 6 contains 42496 members 
Mstep: Class 7 contains 77667 members 
Mstep: Class 9 contains 94987 members 
Mstep: Class 12 contains 672 members 
Mstep: Class 14 contains 3874 members 
Mstep: Class 18 contains 57739 members 
Mstep: Class 19 contains 76403 members 
Mstep: Class 20 contains 62289 members 
Mstep: Class 22 contains 85768 members 
Entering Unmasked Estep 
Score: -75522624.000000 Penalty: 30347.412109
Splitting cluster 12 changes total score from -75521160.000000 to -75522624.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 14 (3874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Entering Unmasked Estep 
Score: -496155.750000 Penalty: 1342.582031
	Iteration 0F: 2 clusters Score -496155.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -492863.781250 Penalty: 2685.164062
	Iteration 0F: 3 clusters Score -492863.8 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -493681.375000 Penalty: 2685.164062
	Iteration 1F: 3 clusters Score -493681.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -493820.468750 Penalty: 2685.164062
	Iteration 2F: 3 clusters Score -493820.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -493921.656250 Penalty: 2685.164062
	Iteration 3F: 3 clusters Score -493921.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -493987.656250 Penalty: 2685.164062
	Iteration 4Q: 3 clusters Score -493987.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -494034.156250 Penalty: 2685.164062
	Iteration 5Q: 3 clusters Score -494034.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -494069.500000 Penalty: 2685.164062
	Iteration 6Q: 3 clusters Score -494069.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -494100.500000 Penalty: 2685.164062
	Iteration 7Q: 3 clusters Score -494100.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -494123.687500 Penalty: 2685.164062
	Iteration 8Q: 3 clusters Score -494123.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -494143.281250 Penalty: 2685.164062
	Iteration 9Q: 3 clusters Score -494143.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -494156.968750 Penalty: 2685.164062
	Iteration 10Q: 3 clusters Score -494157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -494172.875000 Penalty: 2685.164062
	Iteration 11Q: 3 clusters Score -494172.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -494187.250000 Penalty: 2685.164062
	Iteration 12Q: 3 clusters Score -494187.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -494204.375000 Penalty: 2685.164062
	Iteration 13Q: 3 clusters Score -494204.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -494219.562500 Penalty: 2685.164062
	Iteration 14Q: 3 clusters Score -494219.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -494225.843750 Penalty: 2685.164062
	Iteration 15Q: 3 clusters Score -494225.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -494232.625000 Penalty: 2685.164062
	Iteration 16Q: 3 clusters Score -494232.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -494235.812500 Penalty: 2685.164062
	Iteration 17Q: 3 clusters Score -494235.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -494238.218750 Penalty: 2685.164062
	Iteration 18Q: 3 clusters Score -494238.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -494239.593750 Penalty: 2685.164062
	Iteration 19Q: 3 clusters Score -494239.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -494241.437500 Penalty: 2685.164062
	Iteration 20F: 3 clusters Score -494241.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -494243.562500 Penalty: 2685.164062
	Iteration 21Q: 3 clusters Score -494243.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -494246.093750 Penalty: 2685.164062
	Iteration 22Q: 3 clusters Score -494246.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -494246.625000 Penalty: 2685.164062
	Iteration 23Q: 3 clusters Score -494246.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -494249.125000 Penalty: 2685.164062
	Iteration 24Q: 3 clusters Score -494249.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -494250.343750 Penalty: 2685.164062
	Iteration 25Q: 3 clusters Score -494250.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -494252.718750 Penalty: 2685.164062
	Iteration 26Q: 3 clusters Score -494252.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -494255.031250 Penalty: 2685.164062
	Iteration 27Q: 3 clusters Score -494255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -494257.812500 Penalty: 2685.164062
	Iteration 28Q: 3 clusters Score -494257.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -494260.093750 Penalty: 2685.164062
	Iteration 29Q: 3 clusters Score -494260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -494261.031250 Penalty: 2685.164062
	Iteration 30Q: 3 clusters Score -494261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -494262.250000 Penalty: 2685.164062
	Iteration 31Q: 3 clusters Score -494262.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -494262.218750 Penalty: 2685.164062
	Iteration 32Q: 3 clusters Score -494262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -494263.062500 Penalty: 2685.164062
	Iteration 33Q: 3 clusters Score -494263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -494264.437500 Penalty: 2685.164062
	Iteration 34Q: 3 clusters Score -494264.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -494265.000000 Penalty: 2685.164062
	Iteration 35Q: 3 clusters Score -494265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -494265.937500 Penalty: 2685.164062
	Iteration 36Q: 3 clusters Score -494265.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -494266.343750 Penalty: 2685.164062
	Iteration 37Q: 3 clusters Score -494266.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -494266.187500 Penalty: 2685.164062
	Iteration 38Q: 3 clusters Score -494266.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -494266.187500 Penalty: 2685.164062
	Iteration 39F: 3 clusters Score -494266.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (57739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Entering Unmasked Estep 
Score: -7170279.000000 Penalty: 1781.599243
	Iteration 0F: 2 clusters Score -7170279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -7131834.000000 Penalty: 3563.198486
	Iteration 0F: 3 clusters Score -7131834 nChanged 27356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -7147488.000000 Penalty: 3563.198486
	Iteration 1F: 3 clusters Score -7147488 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -7148766.500000 Penalty: 3563.198486
	Iteration 2Q: 3 clusters Score -7148766 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -7150714.000000 Penalty: 3563.198486
	Iteration 3F: 3 clusters Score -7150714 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -7153769.500000 Penalty: 3563.198486
	Iteration 4F: 3 clusters Score -7153770 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -7157946.000000 Penalty: 3563.198486
	Iteration 5F: 3 clusters Score -7157946 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -7162206.500000 Penalty: 3563.198486
	Iteration 6F: 3 clusters Score -7162206 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -7165443.000000 Penalty: 3563.198486
	Iteration 7F: 3 clusters Score -7165443 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -7166823.500000 Penalty: 3563.198486
	Iteration 8Q: 3 clusters Score -7166824 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -7167334.500000 Penalty: 3563.198486
	Iteration 9Q: 3 clusters Score -7167334 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -7167567.500000 Penalty: 3563.198486
	Iteration 10Q: 3 clusters Score -7167568 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -7167769.500000 Penalty: 3563.198486
	Iteration 11Q: 3 clusters Score -7167770 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -7167933.000000 Penalty: 3563.198486
	Iteration 12Q: 3 clusters Score -7167933 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -7168055.000000 Penalty: 3563.198486
	Iteration 13Q: 3 clusters Score -7168055 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -7168148.500000 Penalty: 3563.198486
	Iteration 14Q: 3 clusters Score -7168148 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -7168259.500000 Penalty: 3563.198486
	Iteration 15Q: 3 clusters Score -7168260 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -7168355.500000 Penalty: 3563.198486
	Iteration 16Q: 3 clusters Score -7168356 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -7168404.000000 Penalty: 3563.198486
	Iteration 17Q: 3 clusters Score -7168404 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -7168439.500000 Penalty: 3563.198486
	Iteration 18Q: 3 clusters Score -7168440 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -7168474.500000 Penalty: 3563.198486
	Iteration 19Q: 3 clusters Score -7168474 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -7168530.500000 Penalty: 3563.198486
	Iteration 20F: 3 clusters Score -7168530 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -7168549.000000 Penalty: 3563.198486
	Iteration 21Q: 3 clusters Score -7168549 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -7168575.500000 Penalty: 3563.198486
	Iteration 22Q: 3 clusters Score -7168576 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -7168611.500000 Penalty: 3563.198486
	Iteration 23Q: 3 clusters Score -7168612 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -7168653.500000 Penalty: 3563.198486
	Iteration 24Q: 3 clusters Score -7168654 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7168676.500000 Penalty: 3563.198486
	Iteration 25Q: 3 clusters Score -7168676 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7168699.000000 Penalty: 3563.198486
	Iteration 26Q: 3 clusters Score -7168699 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7168736.000000 Penalty: 3563.198486
	Iteration 27Q: 3 clusters Score -7168736 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7168780.000000 Penalty: 3563.198486
	Iteration 28Q: 3 clusters Score -7168780 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7168798.500000 Penalty: 3563.198486
	Iteration 29Q: 3 clusters Score -7168798 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -7168839.500000 Penalty: 3563.198486
	Iteration 30Q: 3 clusters Score -7168840 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56012 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7168860.000000 Penalty: 3563.198486
	Iteration 31Q: 3 clusters Score -7168860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7168868.500000 Penalty: 3563.198486
	Iteration 32Q: 3 clusters Score -7168868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7168893.000000 Penalty: 3563.198486
	Iteration 33Q: 3 clusters Score -7168893 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7168904.000000 Penalty: 3563.198486
	Iteration 34Q: 3 clusters Score -7168904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7168888.500000 Penalty: 3563.198486
	Iteration 35Q: 3 clusters Score -7168888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7168894.000000 Penalty: 3563.198486
	Iteration 36Q: 3 clusters Score -7168894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -7168897.000000 Penalty: 3563.198486
	Iteration 37Q: 3 clusters Score -7168897 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -7168898.500000 Penalty: 3563.198486
	Iteration 38Q: 3 clusters Score -7168898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7168906.500000 Penalty: 3563.198486
	Iteration 39Q: 3 clusters Score -7168906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7168906.000000 Penalty: 3563.198486
	Iteration 40F: 3 clusters Score -7168906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56311 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7168909.500000 Penalty: 3563.198486
	Iteration 41Q: 3 clusters Score -7168910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7168913.500000 Penalty: 3563.198486
	Iteration 42Q: 3 clusters Score -7168914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56326 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -7168913.000000 Penalty: 3563.198486
	Iteration 43Q: 3 clusters Score -7168913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7168914.000000 Penalty: 3563.198486
	Iteration 44Q: 3 clusters Score -7168914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7168926.000000 Penalty: 3563.198486
	Iteration 45Q: 3 clusters Score -7168926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7168922.000000 Penalty: 3563.198486
	Iteration 46Q: 3 clusters Score -7168922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7168924.000000 Penalty: 3563.198486
	Iteration 47Q: 3 clusters Score -7168924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -7168921.000000 Penalty: 3563.198486
	Iteration 48Q: 3 clusters Score -7168921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7168919.500000 Penalty: 3563.198486
	Iteration 49Q: 3 clusters Score -7168920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7168913.500000 Penalty: 3563.198486
	Iteration 50Q: 3 clusters Score -7168914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7168914.500000 Penalty: 3563.198486
	Iteration 51Q: 3 clusters Score -7168914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7168917.500000 Penalty: 3563.198486
	Iteration 52Q: 3 clusters Score -7168918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7168917.000000 Penalty: 3563.198486
	Iteration 53Q: 3 clusters Score -7168917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7168917.500000 Penalty: 3563.198486
	Iteration 54Q: 3 clusters Score -7168918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7168920.000000 Penalty: 3563.198486
	Iteration 55Q: 3 clusters Score -7168920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7168909.500000 Penalty: 3563.198486
	Iteration 56Q: 3 clusters Score -7168910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7168903.000000 Penalty: 3563.198486
	Iteration 57Q: 3 clusters Score -7168903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7168903.500000 Penalty: 3563.198486
	Iteration 58Q: 3 clusters Score -7168904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -7168907.000000 Penalty: 3563.198486
	Iteration 59Q: 3 clusters Score -7168907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7168907.500000 Penalty: 3563.198486
	Iteration 60F: 3 clusters Score -7168908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7168918.000000 Penalty: 3563.198486
	Iteration 61Q: 3 clusters Score -7168918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -7168920.000000 Penalty: 3563.198486
	Iteration 62Q: 3 clusters Score -7168920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56399 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7168921.000000 Penalty: 3563.198486
	Iteration 63Q: 3 clusters Score -7168921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7168915.000000 Penalty: 3563.198486
	Iteration 64Q: 3 clusters Score -7168915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7168917.000000 Penalty: 3563.198486
	Iteration 65Q: 3 clusters Score -7168917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7168917.000000 Penalty: 3563.198486
	Iteration 66F: 3 clusters Score -7168917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (76403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76403 members 
Entering Unmasked Estep 
Score: -9440697.000000 Penalty: 1827.113770
	Iteration 0F: 2 clusters Score -9440697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -9391348.000000 Penalty: 3654.227539
	Iteration 0F: 3 clusters Score -9391348 nChanged 36257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -9412493.000000 Penalty: 3654.227539
	Iteration 1F: 3 clusters Score -9412493 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -9413621.000000 Penalty: 3654.227539
	Iteration 2Q: 3 clusters Score -9413621 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -9415332.000000 Penalty: 3654.227539
	Iteration 3Q: 3 clusters Score -9415332 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -9418105.000000 Penalty: 3654.227539
	Iteration 4F: 3 clusters Score -9418105 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -9422274.000000 Penalty: 3654.227539
	Iteration 5F: 3 clusters Score -9422274 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -9427406.000000 Penalty: 3654.227539
	Iteration 6F: 3 clusters Score -9427406 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -9431635.000000 Penalty: 3654.227539
	Iteration 7F: 3 clusters Score -9431635 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60549 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -9434226.000000 Penalty: 3654.227539
	Iteration 8Q: 3 clusters Score -9434226 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -9435472.000000 Penalty: 3654.227539
	Iteration 9Q: 3 clusters Score -9435472 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -9436036.000000 Penalty: 3654.227539
	Iteration 10Q: 3 clusters Score -9436036 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -9436314.000000 Penalty: 3654.227539
	Iteration 11Q: 3 clusters Score -9436314 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -9436488.000000 Penalty: 3654.227539
	Iteration 12Q: 3 clusters Score -9436488 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63601 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -9436603.000000 Penalty: 3654.227539
	Iteration 13Q: 3 clusters Score -9436603 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64041 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -9436707.000000 Penalty: 3654.227539
	Iteration 14Q: 3 clusters Score -9436707 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -9436811.000000 Penalty: 3654.227539
	Iteration 15Q: 3 clusters Score -9436811 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -9436888.000000 Penalty: 3654.227539
	Iteration 16Q: 3 clusters Score -9436888 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -9436943.000000 Penalty: 3654.227539
	Iteration 17Q: 3 clusters Score -9436943 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -9436976.000000 Penalty: 3654.227539
	Iteration 18Q: 3 clusters Score -9436976 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65928 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -9437096.000000 Penalty: 3654.227539
	Iteration 19Q: 3 clusters Score -9437096 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66339 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -9437177.000000 Penalty: 3654.227539
	Iteration 20F: 3 clusters Score -9437177 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -9437227.000000 Penalty: 3654.227539
	Iteration 21Q: 3 clusters Score -9437227 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67097 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -9437314.000000 Penalty: 3654.227539
	Iteration 22Q: 3 clusters Score -9437314 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67447 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -9437411.000000 Penalty: 3654.227539
	Iteration 23Q: 3 clusters Score -9437411 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67802 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -9437511.000000 Penalty: 3654.227539
	Iteration 24Q: 3 clusters Score -9437511 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68142 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -9437552.000000 Penalty: 3654.227539
	Iteration 25Q: 3 clusters Score -9437552 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -9437636.000000 Penalty: 3654.227539
	Iteration 26Q: 3 clusters Score -9437636 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -9437713.000000 Penalty: 3654.227539
	Iteration 27Q: 3 clusters Score -9437713 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69037 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -9437790.000000 Penalty: 3654.227539
	Iteration 28Q: 3 clusters Score -9437790 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69285 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -9437855.000000 Penalty: 3654.227539
	Iteration 29Q: 3 clusters Score -9437855 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69502 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -9437878.000000 Penalty: 3654.227539
	Iteration 30Q: 3 clusters Score -9437878 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -9437947.000000 Penalty: 3654.227539
	Iteration 31Q: 3 clusters Score -9437947 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69948 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -9438015.000000 Penalty: 3654.227539
	Iteration 32Q: 3 clusters Score -9438015 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70155 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -9438055.000000 Penalty: 3654.227539
	Iteration 33Q: 3 clusters Score -9438055 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -9438116.000000 Penalty: 3654.227539
	Iteration 34Q: 3 clusters Score -9438116 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70544 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -9438150.000000 Penalty: 3654.227539
	Iteration 35Q: 3 clusters Score -9438150 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70730 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -9438208.000000 Penalty: 3654.227539
	Iteration 36Q: 3 clusters Score -9438208 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -9438272.000000 Penalty: 3654.227539
	Iteration 37Q: 3 clusters Score -9438272 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -9438295.000000 Penalty: 3654.227539
	Iteration 38Q: 3 clusters Score -9438295 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71294 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -9438324.000000 Penalty: 3654.227539
	Iteration 39Q: 3 clusters Score -9438324 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71433 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -9438345.000000 Penalty: 3654.227539
	Iteration 40F: 3 clusters Score -9438345 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71559 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -9438391.000000 Penalty: 3654.227539
	Iteration 41Q: 3 clusters Score -9438391 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71685 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -9438433.000000 Penalty: 3654.227539
	Iteration 42Q: 3 clusters Score -9438433 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71806 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -9438464.000000 Penalty: 3654.227539
	Iteration 43Q: 3 clusters Score -9438464 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -9438489.000000 Penalty: 3654.227539
	Iteration 44Q: 3 clusters Score -9438489 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72041 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -9438526.000000 Penalty: 3654.227539
	Iteration 45Q: 3 clusters Score -9438526 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72152 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 72257 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 72347 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72415 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72472 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9438636 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72530 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9438683 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72733 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9438694 nChanged 57
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Mstep: Class 1 contains 72782 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9438715 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72892 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72999 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9438770 nChanged 65
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Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9438772 nChanged 55
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Mstep: Class 1 contains 73111 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9438785 nChanged 62
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Mstep: Class 1 contains 73169 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73238 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9438785 nChanged 68
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Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9438811 nChanged 54
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Mstep: Class 1 contains 73391 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73433 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73473 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9438843 nChanged 43
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Mstep: Class 1 contains 73546 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73614 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73644 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73662 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9438914 nChanged 33
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Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73709 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9438924 nChanged 33
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Mstep: Class 1 contains 73734 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9438924 nChanged 32
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Mstep: Class 1 contains 73758 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9438942 nChanged 35
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Mstep: Class 1 contains 73777 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73884 members 
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Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 73916 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9439019 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73932 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73955 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73971 members 
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Mstep: Class 1 contains 73993 members 
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Mstep: Class 1 contains 74000 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 74010 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9439065 nChanged 12
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Mstep: Class 1 contains 74018 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9439074 nChanged 20
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Mstep: Class 1 contains 74032 members 
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	Iteration 96Q: 3 clusters Score -9439095 nChanged 27
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	Iteration 97Q: 3 clusters Score -9439097 nChanged 23
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	Iteration 98Q: 3 clusters Score -9439112 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9439117 nChanged 27
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9439127 nChanged 29
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9439145 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9439151 nChanged 26
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	Iteration 103Q: 3 clusters Score -9439151 nChanged 23
Entering Unmasked Mstep 
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	Iteration 104Q: 3 clusters Score -9439153 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9439159 nChanged 24
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	Iteration 106Q: 3 clusters Score -9439153 nChanged 21
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	Iteration 107Q: 3 clusters Score -9439168 nChanged 26
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	Iteration 108Q: 3 clusters Score -9439186 nChanged 20
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9439188 nChanged 27
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	Iteration 110Q: 3 clusters Score -9439189 nChanged 18
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	Iteration 111Q: 3 clusters Score -9439186 nChanged 8
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9439180 nChanged 13
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	Iteration 113Q: 3 clusters Score -9439169 nChanged 11
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	Iteration 114Q: 3 clusters Score -9439188 nChanged 10
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	Iteration 115Q: 3 clusters Score -9439188 nChanged 8
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	Iteration 116Q: 3 clusters Score -9439189 nChanged 5
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	Iteration 117Q: 3 clusters Score -9439189 nChanged 4
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	Iteration 118Q: 3 clusters Score -9439191 nChanged 1
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	Iteration 119Q: 3 clusters Score -9439197 nChanged 4
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	Iteration 120F: 3 clusters Score -9439191 nChanged 6
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	Iteration 121Q: 3 clusters Score -9439184 nChanged 4
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	Iteration 122Q: 3 clusters Score -9439180 nChanged 7
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	Iteration 123Q: 3 clusters Score -9439171 nChanged 4
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	Iteration 124Q: 3 clusters Score -9439177 nChanged 4
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	Iteration 126Q: 3 clusters Score -9439180 nChanged 5
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	Iteration 127Q: 3 clusters Score -9439177 nChanged 10
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	Iteration 128Q: 3 clusters Score -9439180 nChanged 15
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	Iteration 129Q: 3 clusters Score -9439196 nChanged 23
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	Iteration 130Q: 3 clusters Score -9439202 nChanged 23
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	Iteration 131Q: 3 clusters Score -9439221 nChanged 22
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	Iteration 132Q: 3 clusters Score -9439229 nChanged 20
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	Iteration 133Q: 3 clusters Score -9439231 nChanged 15
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	Iteration 134Q: 3 clusters Score -9439226 nChanged 11
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	Iteration 135Q: 3 clusters Score -9439227 nChanged 6
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	Iteration 136Q: 3 clusters Score -9439238 nChanged 5
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	Iteration 137Q: 3 clusters Score -9439232 nChanged 7
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	Iteration 138Q: 3 clusters Score -9439224 nChanged 4
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Entering Unmasked Estep 
Score: -9439229.000000 Penalty: 3654.227539
	Iteration 139Q: 3 clusters Score -9439229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -9439234.000000 Penalty: 3654.227539
	Iteration 140F: 3 clusters Score -9439234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74438 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -9439226.000000 Penalty: 3654.227539
	Iteration 141Q: 3 clusters Score -9439226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -9439227.000000 Penalty: 3654.227539
	Iteration 142Q: 3 clusters Score -9439227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74446 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9439233.000000 Penalty: 3654.227539
	Iteration 143Q: 3 clusters Score -9439233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74448 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9439238.000000 Penalty: 3654.227539
	Iteration 144Q: 3 clusters Score -9439238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74448 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9439231.000000 Penalty: 3654.227539
	Iteration 145Q: 3 clusters Score -9439231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74448 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9439237.000000 Penalty: 3654.227539
	Iteration 146Q: 3 clusters Score -9439237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74447 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9439232.000000 Penalty: 3654.227539
	Iteration 147Q: 3 clusters Score -9439232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74446 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9439234.000000 Penalty: 3654.227539
	Iteration 148Q: 3 clusters Score -9439234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74446 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9439234.000000 Penalty: 3654.227539
	Iteration 149F: 3 clusters Score -9439234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (62289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Entering Unmasked Estep 
Score: -7819501.500000 Penalty: 1793.925293
	Iteration 0F: 2 clusters Score -7819502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -7778176.500000 Penalty: 3587.850586
	Iteration 0F: 3 clusters Score -7778176 nChanged 29525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -7795048.000000 Penalty: 3587.850586
	Iteration 1F: 3 clusters Score -7795048 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -7795617.500000 Penalty: 3587.850586
	Iteration 2Q: 3 clusters Score -7795618 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -7796254.000000 Penalty: 3587.850586
	Iteration 3Q: 3 clusters Score -7796254 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -7797375.000000 Penalty: 3587.850586
	Iteration 4Q: 3 clusters Score -7797375 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -7799111.000000 Penalty: 3587.850586
	Iteration 5Q: 3 clusters Score -7799111 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -7801652.000000 Penalty: 3587.850586
	Iteration 6F: 3 clusters Score -7801652 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -7804865.500000 Penalty: 3587.850586
	Iteration 7F: 3 clusters Score -7804866 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -7807906.000000 Penalty: 3587.850586
	Iteration 8F: 3 clusters Score -7807906 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -7810148.000000 Penalty: 3587.850586
	Iteration 9Q: 3 clusters Score -7810148 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -7811586.500000 Penalty: 3587.850586
	Iteration 10Q: 3 clusters Score -7811586 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -7812583.000000 Penalty: 3587.850586
	Iteration 11Q: 3 clusters Score -7812583 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -7813317.500000 Penalty: 3587.850586
	Iteration 12Q: 3 clusters Score -7813318 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 55189 members 
Entering Unmasked Estep 
Score: -7813944.500000 Penalty: 3587.850586
	Iteration 13Q: 3 clusters Score -7813944 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -7814521.000000 Penalty: 3587.850586
	Iteration 14Q: 3 clusters Score -7814521 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -7815108.000000 Penalty: 3587.850586
	Iteration 15Q: 3 clusters Score -7815108 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -7815544.000000 Penalty: 3587.850586
	Iteration 16Q: 3 clusters Score -7815544 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 58654 members 
Entering Unmasked Estep 
Score: -7815973.500000 Penalty: 3587.850586
	Iteration 17Q: 3 clusters Score -7815974 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -7816366.500000 Penalty: 3587.850586
	Iteration 18Q: 3 clusters Score -7816366 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 59832 members 
Entering Unmasked Estep 
Score: -7816735.500000 Penalty: 3587.850586
	Iteration 19Q: 3 clusters Score -7816736 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 60310 members 
Entering Unmasked Estep 
Score: -7817132.500000 Penalty: 3587.850586
	Iteration 20F: 3 clusters Score -7817132 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -7817467.500000 Penalty: 3587.850586
	Iteration 21Q: 3 clusters Score -7817468 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -7817770.500000 Penalty: 3587.850586
	Iteration 22Q: 3 clusters Score -7817770 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -7818103.500000 Penalty: 3587.850586
	Iteration 23Q: 3 clusters Score -7818104 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -7818498.500000 Penalty: 3587.850586
	Iteration 24Q: 3 clusters Score -7818498 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -7818974.500000 Penalty: 3587.850586
	Iteration 25Q: 3 clusters Score -7818974 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -7819562.000000 Penalty: 3587.850586
	Iteration 26Q: 3 clusters Score -7819562 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 61866 members 
Entering Unmasked Estep 
Score: -7820344.500000 Penalty: 3587.850586
	Iteration 27Q: 3 clusters Score -7820344 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -7822144.000000 Penalty: 3587.850586
	Iteration 28Q: 3 clusters Score -7822144 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -7824434.000000 Penalty: 3587.850586
	Iteration 29Q: 3 clusters Score -7824434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 62060 members 
Entering Unmasked Estep 
Score: -7824883.500000 Penalty: 3587.850586
	Iteration 30Q: 3 clusters Score -7824884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -7824915.000000 Penalty: 3587.850586
	Iteration 31Q: 3 clusters Score -7824915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -7826503.000000 Penalty: 3587.850586
	Iteration 32F: 3 clusters Score -7826503 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -7826625.000000 Penalty: 3587.850586
	Iteration 33Q: 3 clusters Score -7826625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -7826625.000000 Penalty: 3587.850586
	Iteration 34F: 3 clusters Score -7826625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 866 members 
Mstep: Class 3 contains 6165 members 
Mstep: Class 4 contains 35505 members 
Mstep: Class 5 contains 14617 members 
Mstep: Class 6 contains 42496 members 
Mstep: Class 7 contains 77667 members 
Mstep: Class 8 contains 62006 members 
Mstep: Class 9 contains 94987 members 
Mstep: Class 12 contains 672 members 
Mstep: Class 14 contains 3874 members 
Mstep: Class 18 contains 57739 members 
Mstep: Class 19 contains 76403 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 22 contains 85768 members 
Entering Unmasked Estep 
Score: -75529384.000000 Penalty: 32515.083984
Splitting cluster 20 changes total score from -75521160.000000 to -75529384.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 22 (85768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85768 members 
Entering Unmasked Estep 
Score: -10624496.000000 Penalty: 1845.902832
	Iteration 0F: 2 clusters Score -1.06245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -10569545.000000 Penalty: 3691.805664
	Iteration 0F: 3 clusters Score -1.056954e+07 nChanged 40752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -10592721.000000 Penalty: 3691.805664
	Iteration 1F: 3 clusters Score -1.059272e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -10593571.000000 Penalty: 3691.805664
	Iteration 2Q: 3 clusters Score -1.059357e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -10594917.000000 Penalty: 3691.805664
	Iteration 3Q: 3 clusters Score -1.059492e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -10597151.000000 Penalty: 3691.805664
	Iteration 4F: 3 clusters Score -1.059715e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -10601004.000000 Penalty: 3691.805664
	Iteration 5F: 3 clusters Score -1.0601e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 66273 members 
Entering Unmasked Estep 
Score: -10606619.000000 Penalty: 3691.805664
	Iteration 6F: 3 clusters Score -1.060662e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 72999 members 
Entering Unmasked Estep 
Score: -10613191.000000 Penalty: 3691.805664
	Iteration 7F: 3 clusters Score -1.061319e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 78423 members 
Entering Unmasked Estep 
Score: -10618527.000000 Penalty: 3691.805664
	Iteration 8F: 3 clusters Score -1.061853e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
Score: -10621681.000000 Penalty: 3691.805664
	Iteration 9Q: 3 clusters Score -1.062168e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 83693 members 
Entering Unmasked Estep 
Score: -10623185.000000 Penalty: 3691.805664
	Iteration 10Q: 3 clusters Score -1.062318e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 84476 members 
Entering Unmasked Estep 
Score: -10623832.000000 Penalty: 3691.805664
	Iteration 11Q: 3 clusters Score -1.062383e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 84803 members 
Entering Unmasked Estep 
Score: -10624130.000000 Penalty: 3691.805664
	Iteration 12Q: 3 clusters Score -1.062413e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 84942 members 
Entering Unmasked Estep 
Score: -10624225.000000 Penalty: 3691.805664
	Iteration 13Q: 3 clusters Score -1.062422e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 85014 members 
Entering Unmasked Estep 
Score: -10624245.000000 Penalty: 3691.805664
	Iteration 14Q: 3 clusters Score -1.062424e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 85056 members 
Entering Unmasked Estep 
Score: -10624282.000000 Penalty: 3691.805664
	Iteration 15Q: 3 clusters Score -1.062428e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 85087 members 
Entering Unmasked Estep 
Score: -10624293.000000 Penalty: 3691.805664
	Iteration 16Q: 3 clusters Score -1.062429e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 85113 members 
Entering Unmasked Estep 
Score: -10624294.000000 Penalty: 3691.805664
	Iteration 17Q: 3 clusters Score -1.062429e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 85133 members 
Entering Unmasked Estep 
Score: -10624304.000000 Penalty: 3691.805664
	Iteration 18Q: 3 clusters Score -1.06243e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 85150 members 
Entering Unmasked Estep 
Score: -10624298.000000 Penalty: 3691.805664
	Iteration 19Q: 3 clusters Score -1.06243e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 85162 members 
Entering Unmasked Estep 
Score: -10624310.000000 Penalty: 3691.805664
	Iteration 20F: 3 clusters Score -1.062431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 85164 members 
Entering Unmasked Estep 
Score: -10624318.000000 Penalty: 3691.805664
	Iteration 21Q: 3 clusters Score -1.062432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 85171 members 
Entering Unmasked Estep 
Score: -10624328.000000 Penalty: 3691.805664
	Iteration 22Q: 3 clusters Score -1.062433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -10624337.000000 Penalty: 3691.805664
	Iteration 23Q: 3 clusters Score -1.062434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -10624338.000000 Penalty: 3691.805664
	Iteration 24Q: 3 clusters Score -1.062434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -10624338.000000 Penalty: 3691.805664
	Iteration 25Q: 3 clusters Score -1.062434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 85174 members 
Entering Unmasked Estep 
Score: -10624333.000000 Penalty: 3691.805664
	Iteration 26Q: 3 clusters Score -1.062433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 85174 members 
Entering Unmasked Estep 
Score: -10624333.000000 Penalty: 3691.805664
	Iteration 27F: 3 clusters Score -1.062433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 866 members 
Mstep: Class 3 contains 6165 members 
Mstep: Class 4 contains 35505 members 
Mstep: Class 6 contains 42496 members 
Mstep: Class 9 contains 94987 members 
Mstep: Class 12 contains 672 members 
Mstep: Class 14 contains 3874 members 
Mstep: Class 18 contains 57739 members 
Mstep: Class 19 contains 76403 members 
Mstep: Class 20 contains 283 members 
Mstep: Class 22 contains 85768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75532520.000000 Penalty: 32515.083984
Iteration 39Q: 16 clusters Score -7.553252e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 61351 members 
Mstep: Class 2 contains 892 members 
Mstep: Class 3 contains 6101 members 
Mstep: Class 4 contains 35921 members 
Mstep: Class 5 contains 14269 members 
Mstep: Class 6 contains 41701 members 
Mstep: Class 7 contains 76201 members 
Mstep: Class 8 contains 62542 members 
Mstep: Class 9 contains 95226 members 
Mstep: Class 12 contains 673 members 
Mstep: Class 14 contains 3788 members 
Mstep: Class 18 contains 60365 members 
Mstep: Class 19 contains 76531 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 85357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75534440.000000 Penalty: 32515.083984
Iteration 40F: 16 clusters Score -7.553444e+07 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59980 members 
Mstep: Class 2 contains 911 members 
Mstep: Class 3 contains 6033 members 
Mstep: Class 4 contains 36162 members 
Mstep: Class 5 contains 14218 members 
Mstep: Class 6 contains 40612 members 
Mstep: Class 7 contains 74654 members 
Mstep: Class 8 contains 65299 members 
Mstep: Class 9 contains 95208 members 
Mstep: Class 12 contains 671 members 
Mstep: Class 14 contains 3724 members 
Mstep: Class 18 contains 62943 members 
Mstep: Class 19 contains 76473 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 84032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75535856.000000 Penalty: 32515.083984
Iteration 41Q: 16 clusters Score -7.553586e+07 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 928 members 
Mstep: Class 3 contains 5908 members 
Mstep: Class 4 contains 36443 members 
Mstep: Class 5 contains 14181 members 
Mstep: Class 6 contains 39625 members 
Mstep: Class 7 contains 73093 members 
Mstep: Class 8 contains 68093 members 
Mstep: Class 9 contains 95262 members 
Mstep: Class 12 contains 667 members 
Mstep: Class 14 contains 3647 members 
Mstep: Class 18 contains 65542 members 
Mstep: Class 19 contains 76416 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 82595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75538240.000000 Penalty: 32515.083984
Iteration 42Q: 16 clusters Score -7.553824e+07 nChanged 10777
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 941 members 
Mstep: Class 3 contains 5717 members 
Mstep: Class 4 contains 36731 members 
Mstep: Class 5 contains 14157 members 
Mstep: Class 6 contains 38653 members 
Mstep: Class 7 contains 71649 members 
Mstep: Class 8 contains 70968 members 
Mstep: Class 9 contains 95230 members 
Mstep: Class 12 contains 663 members 
Mstep: Class 14 contains 3564 members 
Mstep: Class 18 contains 68087 members 
Mstep: Class 19 contains 76415 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 81161 members 
Entering Unmasked Estep 
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Iteration 43Q: 16 clusters Score -7.554023e+07 nChanged 10942
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 5498 members 
Mstep: Class 4 contains 36984 members 
Mstep: Class 5 contains 14140 members 
Mstep: Class 6 contains 37788 members 
Mstep: Class 7 contains 70494 members 
Mstep: Class 8 contains 74053 members 
Mstep: Class 9 contains 95183 members 
Mstep: Class 12 contains 668 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 18 contains 70756 members 
Mstep: Class 19 contains 76389 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 79312 members 
Entering Unmasked Estep 
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Iteration 44Q: 16 clusters Score -7.554183e+07 nChanged 11606
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 950 members 
Mstep: Class 3 contains 5293 members 
Mstep: Class 4 contains 37257 members 
Mstep: Class 5 contains 14129 members 
Mstep: Class 6 contains 36971 members 
Mstep: Class 7 contains 69613 members 
Mstep: Class 8 contains 77168 members 
Mstep: Class 9 contains 95028 members 
Mstep: Class 12 contains 670 members 
Mstep: Class 14 contains 3398 members 
Mstep: Class 18 contains 73696 members 
Mstep: Class 19 contains 76374 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 76970 members 
Entering Unmasked Estep 
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Iteration 45Q: 16 clusters Score -7.55437e+07 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 5071 members 
Mstep: Class 4 contains 37485 members 
Mstep: Class 5 contains 14121 members 
Mstep: Class 6 contains 36298 members 
Mstep: Class 7 contains 69078 members 
Mstep: Class 8 contains 80131 members 
Mstep: Class 9 contains 94813 members 
Mstep: Class 12 contains 687 members 
Mstep: Class 14 contains 3284 members 
Mstep: Class 18 contains 76697 members 
Mstep: Class 19 contains 76471 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 74354 members 
Entering Unmasked Estep 
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Iteration 46Q: 16 clusters Score -7.55449e+07 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 4867 members 
Mstep: Class 4 contains 37638 members 
Mstep: Class 5 contains 14125 members 
Mstep: Class 6 contains 35757 members 
Mstep: Class 7 contains 68801 members 
Mstep: Class 8 contains 82943 members 
Mstep: Class 9 contains 94594 members 
Mstep: Class 12 contains 705 members 
Mstep: Class 14 contains 3160 members 
Mstep: Class 18 contains 79603 members 
Mstep: Class 19 contains 76567 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 71593 members 
Entering Unmasked Estep 
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Iteration 47Q: 16 clusters Score -7.554589e+07 nChanged 11876
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 4664 members 
Mstep: Class 4 contains 37750 members 
Mstep: Class 5 contains 14138 members 
Mstep: Class 6 contains 35341 members 
Mstep: Class 7 contains 68727 members 
Mstep: Class 8 contains 85520 members 
Mstep: Class 9 contains 94345 members 
Mstep: Class 12 contains 715 members 
Mstep: Class 14 contains 3050 members 
Mstep: Class 18 contains 82491 members 
Mstep: Class 19 contains 76664 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 68697 members 
Entering Unmasked Estep 
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Iteration 48Q: 16 clusters Score -7.554659e+07 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 4485 members 
Mstep: Class 4 contains 37773 members 
Mstep: Class 5 contains 14139 members 
Mstep: Class 6 contains 34929 members 
Mstep: Class 7 contains 68750 members 
Mstep: Class 8 contains 87545 members 
Mstep: Class 9 contains 94070 members 
Mstep: Class 12 contains 720 members 
Mstep: Class 14 contains 2958 members 
Mstep: Class 18 contains 85605 members 
Mstep: Class 19 contains 76661 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 65950 members 
Entering Unmasked Estep 
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Iteration 49Q: 16 clusters Score -7.554693e+07 nChanged 12009
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 3 contains 4344 members 
Mstep: Class 4 contains 37665 members 
Mstep: Class 5 contains 14130 members 
Mstep: Class 6 contains 34616 members 
Mstep: Class 7 contains 68860 members 
Mstep: Class 8 contains 89282 members 
Mstep: Class 9 contains 93717 members 
Mstep: Class 12 contains 727 members 
Mstep: Class 14 contains 2894 members 
Mstep: Class 18 contains 88868 members 
Mstep: Class 19 contains 76552 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 63083 members 
Entering Unmasked Estep 
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Iteration 50Q: 16 clusters Score -7.554758e+07 nChanged 12057
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 4197 members 
Mstep: Class 4 contains 37404 members 
Mstep: Class 5 contains 14126 members 
Mstep: Class 6 contains 34345 members 
Mstep: Class 7 contains 69041 members 
Mstep: Class 8 contains 90648 members 
Mstep: Class 9 contains 93156 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 14 contains 2810 members 
Mstep: Class 18 contains 92370 members 
Mstep: Class 19 contains 76389 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 60372 members 
Entering Unmasked Estep 
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Iteration 51Q: 16 clusters Score -7.55491e+07 nChanged 12477
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 971 members 
Mstep: Class 3 contains 4073 members 
Mstep: Class 4 contains 37095 members 
Mstep: Class 5 contains 14101 members 
Mstep: Class 6 contains 33994 members 
Mstep: Class 7 contains 69173 members 
Mstep: Class 8 contains 91232 members 
Mstep: Class 9 contains 92404 members 
Mstep: Class 12 contains 730 members 
Mstep: Class 14 contains 2713 members 
Mstep: Class 18 contains 96509 members 
Mstep: Class 19 contains 76132 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57884 members 
Entering Unmasked Estep 
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Iteration 52Q: 16 clusters Score -7.554983e+07 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 971 members 
Mstep: Class 3 contains 3969 members 
Mstep: Class 4 contains 36755 members 
Mstep: Class 5 contains 14052 members 
Mstep: Class 6 contains 33661 members 
Mstep: Class 7 contains 69305 members 
Mstep: Class 8 contains 91476 members 
Mstep: Class 9 contains 91561 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 18 contains 100557 members 
Mstep: Class 19 contains 75864 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55589 members 
Entering Unmasked Estep 
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Iteration 53Q: 16 clusters Score -7.554843e+07 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 3895 members 
Mstep: Class 4 contains 36417 members 
Mstep: Class 5 contains 13999 members 
Mstep: Class 6 contains 33384 members 
Mstep: Class 7 contains 69530 members 
Mstep: Class 8 contains 91480 members 
Mstep: Class 9 contains 90820 members 
Mstep: Class 12 contains 728 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 18 contains 103740 members 
Mstep: Class 19 contains 75694 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53699 members 
Entering Unmasked Estep 
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Iteration 54Q: 16 clusters Score -7.554512e+07 nChanged 12609
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 3 contains 3864 members 
Mstep: Class 4 contains 36187 members 
Mstep: Class 5 contains 13928 members 
Mstep: Class 6 contains 33241 members 
Mstep: Class 7 contains 69813 members 
Mstep: Class 8 contains 91679 members 
Mstep: Class 9 contains 90567 members 
Mstep: Class 12 contains 728 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 18 contains 105004 members 
Mstep: Class 19 contains 75686 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52321 members 
Entering Unmasked Estep 
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Iteration 55Q: 16 clusters Score -7.554251e+07 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 3846 members 
Mstep: Class 4 contains 35958 members 
Mstep: Class 5 contains 13855 members 
Mstep: Class 6 contains 33203 members 
Mstep: Class 7 contains 70072 members 
Mstep: Class 8 contains 92179 members 
Mstep: Class 9 contains 90696 members 
Mstep: Class 12 contains 725 members 
Mstep: Class 14 contains 2433 members 
Mstep: Class 18 contains 104519 members 
Mstep: Class 19 contains 75880 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51404 members 
Entering Unmasked Estep 
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Iteration 56Q: 16 clusters Score -7.554158e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 971 members 
Mstep: Class 3 contains 3804 members 
Mstep: Class 4 contains 35739 members 
Mstep: Class 5 contains 13773 members 
Mstep: Class 6 contains 33202 members 
Mstep: Class 7 contains 70245 members 
Mstep: Class 8 contains 92652 members 
Mstep: Class 9 contains 90978 members 
Mstep: Class 12 contains 728 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 18 contains 103164 members 
Mstep: Class 19 contains 76185 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50846 members 
Entering Unmasked Estep 
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Iteration 57Q: 16 clusters Score -7.554234e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 3785 members 
Mstep: Class 4 contains 35590 members 
Mstep: Class 5 contains 13685 members 
Mstep: Class 6 contains 33194 members 
Mstep: Class 7 contains 70346 members 
Mstep: Class 8 contains 92920 members 
Mstep: Class 9 contains 91296 members 
Mstep: Class 12 contains 727 members 
Mstep: Class 14 contains 2326 members 
Mstep: Class 18 contains 101640 members 
Mstep: Class 19 contains 76433 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50490 members 
Entering Unmasked Estep 
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Iteration 58Q: 16 clusters Score -7.554296e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 3743 members 
Mstep: Class 4 contains 35474 members 
Mstep: Class 5 contains 13610 members 
Mstep: Class 6 contains 33171 members 
Mstep: Class 7 contains 70472 members 
Mstep: Class 8 contains 93088 members 
Mstep: Class 9 contains 91487 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 14 contains 2300 members 
Mstep: Class 18 contains 100226 members 
Mstep: Class 19 contains 76556 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50186 members 
Entering Unmasked Estep 
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Iteration 59Q: 16 clusters Score -7.554418e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 35401 members 
Mstep: Class 5 contains 13553 members 
Mstep: Class 6 contains 33107 members 
Mstep: Class 7 contains 70488 members 
Mstep: Class 8 contains 93037 members 
Mstep: Class 9 contains 91551 members 
Mstep: Class 12 contains 735 members 
Mstep: Class 14 contains 2285 members 
Mstep: Class 18 contains 99233 members 
Mstep: Class 19 contains 76581 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49882 members 
Entering Unmasked Estep 
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Iteration 60F: 16 clusters Score -7.554545e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 3660 members 
Mstep: Class 4 contains 35199 members 
Mstep: Class 5 contains 13494 members 
Mstep: Class 6 contains 32994 members 
Mstep: Class 7 contains 70404 members 
Mstep: Class 8 contains 93439 members 
Mstep: Class 9 contains 91412 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 18 contains 98851 members 
Mstep: Class 19 contains 76422 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49035 members 
Entering Unmasked Estep 
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Iteration 61Q: 16 clusters Score -7.55456e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 3626 members 
Mstep: Class 4 contains 35004 members 
Mstep: Class 5 contains 13433 members 
Mstep: Class 6 contains 32885 members 
Mstep: Class 7 contains 70315 members 
Mstep: Class 8 contains 93638 members 
Mstep: Class 9 contains 91303 members 
Mstep: Class 12 contains 740 members 
Mstep: Class 14 contains 2214 members 
Mstep: Class 18 contains 98253 members 
Mstep: Class 19 contains 76279 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48359 members 
Entering Unmasked Estep 
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Iteration 62Q: 16 clusters Score -7.554575e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 3601 members 
Mstep: Class 4 contains 34844 members 
Mstep: Class 5 contains 13378 members 
Mstep: Class 6 contains 32805 members 
Mstep: Class 7 contains 70198 members 
Mstep: Class 8 contains 93752 members 
Mstep: Class 9 contains 91154 members 
Mstep: Class 12 contains 743 members 
Mstep: Class 14 contains 2196 members 
Mstep: Class 18 contains 97574 members 
Mstep: Class 19 contains 76069 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47792 members 
Entering Unmasked Estep 
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Iteration 63Q: 16 clusters Score -7.554642e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 3571 members 
Mstep: Class 4 contains 34760 members 
Mstep: Class 5 contains 13310 members 
Mstep: Class 6 contains 32714 members 
Mstep: Class 7 contains 70012 members 
Mstep: Class 8 contains 93624 members 
Mstep: Class 9 contains 90977 members 
Mstep: Class 12 contains 743 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 18 contains 97065 members 
Mstep: Class 19 contains 75833 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47294 members 
Entering Unmasked Estep 
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Iteration 64Q: 16 clusters Score -7.554663e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 3555 members 
Mstep: Class 4 contains 34632 members 
Mstep: Class 5 contains 13255 members 
Mstep: Class 6 contains 32646 members 
Mstep: Class 7 contains 69857 members 
Mstep: Class 8 contains 93333 members 
Mstep: Class 9 contains 90743 members 
Mstep: Class 12 contains 743 members 
Mstep: Class 14 contains 2118 members 
Mstep: Class 18 contains 96625 members 
Mstep: Class 19 contains 75558 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 46913 members 
Entering Unmasked Estep 
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Iteration 65Q: 16 clusters Score -7.554674e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 980 members 
Mstep: Class 3 contains 3532 members 
Mstep: Class 4 contains 34530 members 
Mstep: Class 5 contains 13209 members 
Mstep: Class 6 contains 32545 members 
Mstep: Class 7 contains 69684 members 
Mstep: Class 8 contains 92944 members 
Mstep: Class 9 contains 90419 members 
Mstep: Class 12 contains 743 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 18 contains 96267 members 
Mstep: Class 19 contains 75229 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 46579 members 
Entering Unmasked Estep 
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Iteration 66Q: 16 clusters Score -7.554685e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 982 members 
Mstep: Class 3 contains 3533 members 
Mstep: Class 4 contains 34416 members 
Mstep: Class 5 contains 13165 members 
Mstep: Class 6 contains 32450 members 
Mstep: Class 7 contains 69451 members 
Mstep: Class 8 contains 92497 members 
Mstep: Class 9 contains 90092 members 
Mstep: Class 12 contains 743 members 
Mstep: Class 14 contains 2060 members 
Mstep: Class 18 contains 95868 members 
Mstep: Class 19 contains 74927 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 46309 members 
Entering Unmasked Estep 
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Iteration 67Q: 16 clusters Score -7.554766e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 983 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 34330 members 
Mstep: Class 5 contains 13105 members 
Mstep: Class 6 contains 32316 members 
Mstep: Class 7 contains 69204 members 
Mstep: Class 8 contains 91979 members 
Mstep: Class 9 contains 89714 members 
Mstep: Class 12 contains 743 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 18 contains 95513 members 
Mstep: Class 19 contains 74638 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 46036 members 
Entering Unmasked Estep 
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Iteration 68Q: 16 clusters Score -7.554779e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69361 members 
Mstep: Class 2 contains 983 members 
Mstep: Class 3 contains 3507 members 
Mstep: Class 4 contains 34231 members 
Mstep: Class 5 contains 13038 members 
Mstep: Class 6 contains 32135 members 
Mstep: Class 7 contains 68938 members 
Mstep: Class 8 contains 91433 members 
Mstep: Class 9 contains 89337 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 14 contains 1985 members 
Mstep: Class 18 contains 95158 members 
Mstep: Class 19 contains 74286 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 45782 members 
Entering Unmasked Estep 
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Iteration 69Q: 16 clusters Score -7.554826e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 71906 members 
Mstep: Class 2 contains 983 members 
Mstep: Class 3 contains 3480 members 
Mstep: Class 4 contains 34131 members 
Mstep: Class 5 contains 12973 members 
Mstep: Class 6 contains 31933 members 
Mstep: Class 7 contains 68606 members 
Mstep: Class 8 contains 91024 members 
Mstep: Class 9 contains 88930 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 14 contains 1949 members 
Mstep: Class 18 contains 94827 members 
Mstep: Class 19 contains 73945 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 45487 members 
Entering Unmasked Estep 
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Iteration 70Q: 16 clusters Score -7.554822e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 986 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 4 contains 34017 members 
Mstep: Class 5 contains 12909 members 
Mstep: Class 6 contains 31746 members 
Mstep: Class 7 contains 68260 members 
Mstep: Class 8 contains 90602 members 
Mstep: Class 9 contains 88544 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 14 contains 1911 members 
Mstep: Class 18 contains 94463 members 
Mstep: Class 19 contains 73681 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 45199 members 
Entering Unmasked Estep 
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Iteration 71Q: 16 clusters Score -7.554833e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 988 members 
Mstep: Class 3 contains 3455 members 
Mstep: Class 4 contains 33887 members 
Mstep: Class 5 contains 12855 members 
Mstep: Class 6 contains 31575 members 
Mstep: Class 7 contains 67784 members 
Mstep: Class 8 contains 90218 members 
Mstep: Class 9 contains 88167 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 14 contains 1883 members 
Mstep: Class 18 contains 94232 members 
Mstep: Class 19 contains 73473 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 44899 members 
Entering Unmasked Estep 
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Iteration 72Q: 16 clusters Score -7.554844e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 78971 members 
Mstep: Class 2 contains 988 members 
Mstep: Class 3 contains 3456 members 
Mstep: Class 4 contains 33756 members 
Mstep: Class 5 contains 12800 members 
Mstep: Class 6 contains 31409 members 
Mstep: Class 7 contains 67259 members 
Mstep: Class 8 contains 89871 members 
Mstep: Class 9 contains 87791 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 14 contains 1873 members 
Mstep: Class 18 contains 94109 members 
Mstep: Class 19 contains 73287 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 44601 members 
Entering Unmasked Estep 
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Iteration 73Q: 16 clusters Score -7.554884e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 80843 members 
Mstep: Class 2 contains 987 members 
Mstep: Class 3 contains 3440 members 
Mstep: Class 4 contains 33627 members 
Mstep: Class 5 contains 12741 members 
Mstep: Class 6 contains 31263 members 
Mstep: Class 7 contains 66708 members 
Mstep: Class 8 contains 89704 members 
Mstep: Class 9 contains 87416 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 14 contains 1849 members 
Mstep: Class 18 contains 94072 members 
Mstep: Class 19 contains 73211 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 44309 members 
Entering Unmasked Estep 
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Iteration 74Q: 16 clusters Score -7.554866e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82652 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 3443 members 
Mstep: Class 4 contains 33488 members 
Mstep: Class 5 contains 12677 members 
Mstep: Class 6 contains 31155 members 
Mstep: Class 7 contains 66091 members 
Mstep: Class 8 contains 89518 members 
Mstep: Class 9 contains 87145 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 14 contains 1806 members 
Mstep: Class 18 contains 94030 members 
Mstep: Class 19 contains 73187 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 43992 members 
Entering Unmasked Estep 
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Iteration 75Q: 16 clusters Score -7.554906e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84308 members 
Mstep: Class 2 contains 982 members 
Mstep: Class 3 contains 3452 members 
Mstep: Class 4 contains 33356 members 
Mstep: Class 5 contains 12606 members 
Mstep: Class 6 contains 31076 members 
Mstep: Class 7 contains 65473 members 
Mstep: Class 8 contains 89251 members 
Mstep: Class 9 contains 86908 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 14 contains 1767 members 
Mstep: Class 18 contains 94038 members 
Mstep: Class 19 contains 73227 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 43725 members 
Entering Unmasked Estep 
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Iteration 76Q: 16 clusters Score -7.554882e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85816 members 
Mstep: Class 2 contains 982 members 
Mstep: Class 3 contains 3462 members 
Mstep: Class 4 contains 33258 members 
Mstep: Class 5 contains 12530 members 
Mstep: Class 6 contains 31012 members 
Mstep: Class 7 contains 64972 members 
Mstep: Class 8 contains 88817 members 
Mstep: Class 9 contains 86680 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 18 contains 94090 members 
Mstep: Class 19 contains 73289 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 43522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75548648.000000 Penalty: 32515.083984
Iteration 77Q: 16 clusters Score -7.554865e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 87230 members 
Mstep: Class 2 contains 980 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 33142 members 
Mstep: Class 5 contains 12454 members 
Mstep: Class 6 contains 30971 members 
Mstep: Class 7 contains 64567 members 
Mstep: Class 8 contains 88285 members 
Mstep: Class 9 contains 86439 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 14 contains 1708 members 
Mstep: Class 18 contains 94198 members 
Mstep: Class 19 contains 73387 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 43335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75548464.000000 Penalty: 32515.083984
Iteration 78Q: 16 clusters Score -7.554846e+07 nChanged 4237
Entering ConstructFrom: 
Score: -75548464.000000 Penalty: 32515.083984
Entering ConstructFrom: 
Trying to split cluster 1 (88502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88502 members 
Entering Unmasked Estep 
Score: -11023784.000000 Penalty: 1851.001831
	Iteration 0F: 2 clusters Score -1.102378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -10966616.000000 Penalty: 3702.003662
	Iteration 0F: 3 clusters Score -1.096662e+07 nChanged 42133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -10990251.000000 Penalty: 3702.003662
	Iteration 1F: 3 clusters Score -1.099025e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -10990605.000000 Penalty: 3702.003662
	Iteration 2Q: 3 clusters Score -1.09906e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -10991060.000000 Penalty: 3702.003662
	Iteration 3Q: 3 clusters Score -1.099106e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -10991662.000000 Penalty: 3702.003662
	Iteration 4Q: 3 clusters Score -1.099166e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -10992445.000000 Penalty: 3702.003662
	Iteration 5Q: 3 clusters Score -1.099244e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -10993632.000000 Penalty: 3702.003662
	Iteration 6Q: 3 clusters Score -1.099363e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -10995777.000000 Penalty: 3702.003662
	Iteration 7Q: 3 clusters Score -1.099578e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -10999235.000000 Penalty: 3702.003662
	Iteration 8F: 3 clusters Score -1.099924e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -11004561.000000 Penalty: 3702.003662
	Iteration 9F: 3 clusters Score -1.100456e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -11010456.000000 Penalty: 3702.003662
	Iteration 10F: 3 clusters Score -1.101046e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -11014057.000000 Penalty: 3702.003662
	Iteration 11F: 3 clusters Score -1.101406e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -11015661.000000 Penalty: 3702.003662
	Iteration 12Q: 3 clusters Score -1.101566e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66469 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -11016527.000000 Penalty: 3702.003662
	Iteration 13Q: 3 clusters Score -1.101653e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -11017146.000000 Penalty: 3702.003662
	Iteration 14Q: 3 clusters Score -1.101715e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -11017891.000000 Penalty: 3702.003662
	Iteration 15Q: 3 clusters Score -1.101789e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70284 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -11018494.000000 Penalty: 3702.003662
	Iteration 16Q: 3 clusters Score -1.101849e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71576 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -11019011.000000 Penalty: 3702.003662
	Iteration 17Q: 3 clusters Score -1.101901e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72899 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -11019382.000000 Penalty: 3702.003662
	Iteration 18Q: 3 clusters Score -1.101938e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74212 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -11019744.000000 Penalty: 3702.003662
	Iteration 19Q: 3 clusters Score -1.101974e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -11020136.000000 Penalty: 3702.003662
	Iteration 20F: 3 clusters Score -1.102014e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -11020483.000000 Penalty: 3702.003662
	Iteration 21Q: 3 clusters Score -1.102048e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78155 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -11020685.000000 Penalty: 3702.003662
	Iteration 22Q: 3 clusters Score -1.102068e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79313 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -11020789.000000 Penalty: 3702.003662
	Iteration 23Q: 3 clusters Score -1.102079e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80429 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -11020963.000000 Penalty: 3702.003662
	Iteration 24Q: 3 clusters Score -1.102096e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81357 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -11021041.000000 Penalty: 3702.003662
	Iteration 25Q: 3 clusters Score -1.102104e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82201 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -11021168.000000 Penalty: 3702.003662
	Iteration 26Q: 3 clusters Score -1.102117e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82960 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -11021283.000000 Penalty: 3702.003662
	Iteration 27Q: 3 clusters Score -1.102128e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83678 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -11021422.000000 Penalty: 3702.003662
	Iteration 28Q: 3 clusters Score -1.102142e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -11021570.000000 Penalty: 3702.003662
	Iteration 29Q: 3 clusters Score -1.102157e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -11021626.000000 Penalty: 3702.003662
	Iteration 30Q: 3 clusters Score -1.102163e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85167 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -11021707.000000 Penalty: 3702.003662
	Iteration 31Q: 3 clusters Score -1.102171e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85521 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -11021738.000000 Penalty: 3702.003662
	Iteration 32Q: 3 clusters Score -1.102174e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -11021751.000000 Penalty: 3702.003662
	Iteration 33Q: 3 clusters Score -1.102175e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -11021809.000000 Penalty: 3702.003662
	Iteration 34Q: 3 clusters Score -1.102181e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86385 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -11021843.000000 Penalty: 3702.003662
	Iteration 35Q: 3 clusters Score -1.102184e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86637 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -11021883.000000 Penalty: 3702.003662
	Iteration 36Q: 3 clusters Score -1.102188e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -11021921.000000 Penalty: 3702.003662
	Iteration 37Q: 3 clusters Score -1.102192e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -11021970.000000 Penalty: 3702.003662
	Iteration 38Q: 3 clusters Score -1.102197e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87238 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -11022024.000000 Penalty: 3702.003662
	Iteration 39Q: 3 clusters Score -1.102202e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87385 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -11022058.000000 Penalty: 3702.003662
	Iteration 40F: 3 clusters Score -1.102206e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -11022117.000000 Penalty: 3702.003662
	Iteration 41Q: 3 clusters Score -1.102212e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87611 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -11022122.000000 Penalty: 3702.003662
	Iteration 42Q: 3 clusters Score -1.102212e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87690 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -11022170.000000 Penalty: 3702.003662
	Iteration 43Q: 3 clusters Score -1.102217e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -11022182.000000 Penalty: 3702.003662
	Iteration 44Q: 3 clusters Score -1.102218e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87812 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11022204.000000 Penalty: 3702.003662
	Iteration 45Q: 3 clusters Score -1.10222e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87844 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11022213.000000 Penalty: 3702.003662
	Iteration 46Q: 3 clusters Score -1.102221e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87869 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11022228.000000 Penalty: 3702.003662
	Iteration 47Q: 3 clusters Score -1.102223e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87888 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -11022233.000000 Penalty: 3702.003662
	Iteration 48Q: 3 clusters Score -1.102223e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87908 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11022246.000000 Penalty: 3702.003662
	Iteration 49Q: 3 clusters Score -1.102225e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11022245.000000 Penalty: 3702.003662
	Iteration 50Q: 3 clusters Score -1.102224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87938 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -11022244.000000 Penalty: 3702.003662
	Iteration 51Q: 3 clusters Score -1.102224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87954 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11022260.000000 Penalty: 3702.003662
	Iteration 52Q: 3 clusters Score -1.102226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87964 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11022250.000000 Penalty: 3702.003662
	Iteration 53Q: 3 clusters Score -1.102225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87976 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -11022255.000000 Penalty: 3702.003662
	Iteration 54Q: 3 clusters Score -1.102226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87983 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11022273.000000 Penalty: 3702.003662
	Iteration 55Q: 3 clusters Score -1.102227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87989 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11022268.000000 Penalty: 3702.003662
	Iteration 56Q: 3 clusters Score -1.102227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87993 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -11022273.000000 Penalty: 3702.003662
	Iteration 57Q: 3 clusters Score -1.102227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87998 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -11022289.000000 Penalty: 3702.003662
	Iteration 58Q: 3 clusters Score -1.102229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88005 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -11022286.000000 Penalty: 3702.003662
	Iteration 59Q: 3 clusters Score -1.102229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88008 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11022286.000000 Penalty: 3702.003662
	Iteration 60F: 3 clusters Score -1.102229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11022298.000000 Penalty: 3702.003662
	Iteration 61Q: 3 clusters Score -1.10223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88015 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -11022296.000000 Penalty: 3702.003662
	Iteration 62Q: 3 clusters Score -1.10223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88016 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -11022296.000000 Penalty: 3702.003662
	Iteration 63Q: 3 clusters Score -1.10223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88022 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -11022294.000000 Penalty: 3702.003662
	Iteration 64Q: 3 clusters Score -1.102229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88030 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11022297.000000 Penalty: 3702.003662
	Iteration 65Q: 3 clusters Score -1.10223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88032 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11022302.000000 Penalty: 3702.003662
	Iteration 66Q: 3 clusters Score -1.10223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88033 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -11022302.000000 Penalty: 3702.003662
	Iteration 67Q: 3 clusters Score -1.10223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88034 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -11022302.000000 Penalty: 3702.003662
	Iteration 68Q: 3 clusters Score -1.10223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88035 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -11022305.000000 Penalty: 3702.003662
	Iteration 69Q: 3 clusters Score -1.10223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11022308.000000 Penalty: 3702.003662
	Iteration 70Q: 3 clusters Score -1.102231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11022308.000000 Penalty: 3702.003662
	Iteration 71F: 3 clusters Score -1.102231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -108421.257812 Penalty: 1119.393066
	Iteration 0F: 2 clusters Score -108421.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107082.156250 Penalty: 2238.786133
	Iteration 0F: 3 clusters Score -107082.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -107395.367188 Penalty: 2238.786133
	Iteration 1F: 3 clusters Score -107395.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -107499.070312 Penalty: 2238.786133
	Iteration 2F: 3 clusters Score -107499.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -107545.882812 Penalty: 2238.786133
	Iteration 3Q: 3 clusters Score -107545.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -107584.328125 Penalty: 2238.786133
	Iteration 4Q: 3 clusters Score -107584.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -107619.312500 Penalty: 2238.786133
	Iteration 5Q: 3 clusters Score -107619.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -107650.828125 Penalty: 2238.786133
	Iteration 6Q: 3 clusters Score -107650.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -107672.812500 Penalty: 2238.786133
	Iteration 7Q: 3 clusters Score -107672.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -107691.382812 Penalty: 2238.786133
	Iteration 8Q: 3 clusters Score -107691.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -107705.687500 Penalty: 2238.786133
	Iteration 9Q: 3 clusters Score -107705.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -107718.765625 Penalty: 2238.786133
	Iteration 10Q: 3 clusters Score -107718.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -107726.328125 Penalty: 2238.786133
	Iteration 11Q: 3 clusters Score -107726.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -107730.984375 Penalty: 2238.786133
	Iteration 12Q: 3 clusters Score -107731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -107734.343750 Penalty: 2238.786133
	Iteration 13Q: 3 clusters Score -107734.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -107735.625000 Penalty: 2238.786133
	Iteration 14Q: 3 clusters Score -107735.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -107746.570312 Penalty: 2238.786133
	Iteration 15Q: 3 clusters Score -107746.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -107750.140625 Penalty: 2238.786133
	Iteration 16Q: 3 clusters Score -107750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -107753.710938 Penalty: 2238.786133
	Iteration 17Q: 3 clusters Score -107753.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -107759.960938 Penalty: 2238.786133
	Iteration 18Q: 3 clusters Score -107760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -107764.812500 Penalty: 2238.786133
	Iteration 19Q: 3 clusters Score -107764.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -107774.492188 Penalty: 2238.786133
	Iteration 20F: 3 clusters Score -107774.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -107777.437500 Penalty: 2238.786133
	Iteration 21Q: 3 clusters Score -107777.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -107778.250000 Penalty: 2238.786133
	Iteration 22Q: 3 clusters Score -107778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -107778.804688 Penalty: 2238.786133
	Iteration 23Q: 3 clusters Score -107778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -107780.226562 Penalty: 2238.786133
	Iteration 24Q: 3 clusters Score -107780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -107781.937500 Penalty: 2238.786133
	Iteration 25Q: 3 clusters Score -107781.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -107783.328125 Penalty: 2238.786133
	Iteration 26Q: 3 clusters Score -107783.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -107783.492188 Penalty: 2238.786133
	Iteration 27Q: 3 clusters Score -107783.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -107783.492188 Penalty: 2238.786133
	Iteration 28F: 3 clusters Score -107783.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Entering Unmasked Estep 
Score: -426690.156250 Penalty: 1324.685303
	Iteration 0F: 2 clusters Score -426690.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -423642.843750 Penalty: 2649.370605
	Iteration 0F: 3 clusters Score -423642.8 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -424392.500000 Penalty: 2649.370605
	Iteration 1F: 3 clusters Score -424392.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -424526.437500 Penalty: 2649.370605
	Iteration 2F: 3 clusters Score -424526.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -424610.968750 Penalty: 2649.370605
	Iteration 3Q: 3 clusters Score -424611 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -424679.687500 Penalty: 2649.370605
	Iteration 4Q: 3 clusters Score -424679.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -424721.250000 Penalty: 2649.370605
	Iteration 5Q: 3 clusters Score -424721.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -424754.031250 Penalty: 2649.370605
	Iteration 6Q: 3 clusters Score -424754 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -424781.656250 Penalty: 2649.370605
	Iteration 7Q: 3 clusters Score -424781.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -424803.375000 Penalty: 2649.370605
	Iteration 8Q: 3 clusters Score -424803.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -424823.062500 Penalty: 2649.370605
	Iteration 9Q: 3 clusters Score -424823.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -424833.500000 Penalty: 2649.370605
	Iteration 10Q: 3 clusters Score -424833.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -424842.781250 Penalty: 2649.370605
	Iteration 11Q: 3 clusters Score -424842.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -424847.125000 Penalty: 2649.370605
	Iteration 12Q: 3 clusters Score -424847.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -424854.593750 Penalty: 2649.370605
	Iteration 13Q: 3 clusters Score -424854.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -424859.562500 Penalty: 2649.370605
	Iteration 14Q: 3 clusters Score -424859.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -424861.750000 Penalty: 2649.370605
	Iteration 15Q: 3 clusters Score -424861.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -424865.000000 Penalty: 2649.370605
	Iteration 16Q: 3 clusters Score -424865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -424869.281250 Penalty: 2649.370605
	Iteration 17Q: 3 clusters Score -424869.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -424872.468750 Penalty: 2649.370605
	Iteration 18Q: 3 clusters Score -424872.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -424874.812500 Penalty: 2649.370605
	Iteration 19Q: 3 clusters Score -424874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -424874.718750 Penalty: 2649.370605
	Iteration 20F: 3 clusters Score -424874.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -424875.375000 Penalty: 2649.370605
	Iteration 21Q: 3 clusters Score -424875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -424875.781250 Penalty: 2649.370605
	Iteration 22Q: 3 clusters Score -424875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -424877.593750 Penalty: 2649.370605
	Iteration 23Q: 3 clusters Score -424877.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -424879.437500 Penalty: 2649.370605
	Iteration 24Q: 3 clusters Score -424879.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -424882.562500 Penalty: 2649.370605
	Iteration 25Q: 3 clusters Score -424882.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -424885.968750 Penalty: 2649.370605
	Iteration 26Q: 3 clusters Score -424886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -424888.343750 Penalty: 2649.370605
	Iteration 27Q: 3 clusters Score -424888.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -424891.718750 Penalty: 2649.370605
	Iteration 28Q: 3 clusters Score -424891.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -424896.343750 Penalty: 2649.370605
	Iteration 29Q: 3 clusters Score -424896.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -424899.187500 Penalty: 2649.370605
	Iteration 30Q: 3 clusters Score -424899.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -424902.718750 Penalty: 2649.370605
	Iteration 31Q: 3 clusters Score -424902.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -424907.562500 Penalty: 2649.370605
	Iteration 32Q: 3 clusters Score -424907.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -424910.875000 Penalty: 2649.370605
	Iteration 33Q: 3 clusters Score -424910.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -424912.468750 Penalty: 2649.370605
	Iteration 34Q: 3 clusters Score -424912.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -424914.812500 Penalty: 2649.370605
	Iteration 35Q: 3 clusters Score -424914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -424915.156250 Penalty: 2649.370605
	Iteration 36Q: 3 clusters Score -424915.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -424915.156250 Penalty: 2649.370605
	Iteration 37F: 3 clusters Score -424915.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Entering Unmasked Estep 
Score: -4031090.750000 Penalty: 1690.958496
	Iteration 0F: 2 clusters Score -4031091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -4008881.750000 Penalty: 3381.916992
	Iteration 0F: 3 clusters Score -4008882 nChanged 15211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -4017237.750000 Penalty: 3381.916992
	Iteration 1F: 3 clusters Score -4017238 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -4017771.750000 Penalty: 3381.916992
	Iteration 2Q: 3 clusters Score -4017772 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -4018434.000000 Penalty: 3381.916992
	Iteration 3Q: 3 clusters Score -4018434 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -4019402.250000 Penalty: 3381.916992
	Iteration 4Q: 3 clusters Score -4019402 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -4020813.500000 Penalty: 3381.916992
	Iteration 5F: 3 clusters Score -4020814 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -4022523.750000 Penalty: 3381.916992
	Iteration 6F: 3 clusters Score -4022524 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -4024173.250000 Penalty: 3381.916992
	Iteration 7F: 3 clusters Score -4024173 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -4025243.750000 Penalty: 3381.916992
	Iteration 8F: 3 clusters Score -4025244 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -4025759.750000 Penalty: 3381.916992
	Iteration 9Q: 3 clusters Score -4025760 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -4026033.750000 Penalty: 3381.916992
	Iteration 10Q: 3 clusters Score -4026034 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -4026194.000000 Penalty: 3381.916992
	Iteration 11Q: 3 clusters Score -4026194 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -4026349.500000 Penalty: 3381.916992
	Iteration 12Q: 3 clusters Score -4026350 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -4026515.000000 Penalty: 3381.916992
	Iteration 13Q: 3 clusters Score -4026515 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -4026720.750000 Penalty: 3381.916992
	Iteration 14Q: 3 clusters Score -4026721 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -4026906.750000 Penalty: 3381.916992
	Iteration 15Q: 3 clusters Score -4026907 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -4027089.500000 Penalty: 3381.916992
	Iteration 16Q: 3 clusters Score -4027090 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4027304.250000 Penalty: 3381.916992
	Iteration 17Q: 3 clusters Score -4027304 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -4027491.500000 Penalty: 3381.916992
	Iteration 18Q: 3 clusters Score -4027492 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -4027707.000000 Penalty: 3381.916992
	Iteration 19Q: 3 clusters Score -4027707 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -4027911.500000 Penalty: 3381.916992
	Iteration 20F: 3 clusters Score -4027912 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4028117.250000 Penalty: 3381.916992
	Iteration 21Q: 3 clusters Score -4028117 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4028330.750000 Penalty: 3381.916992
	Iteration 22Q: 3 clusters Score -4028331 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4028556.250000 Penalty: 3381.916992
	Iteration 23Q: 3 clusters Score -4028556 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4028746.750000 Penalty: 3381.916992
	Iteration 24Q: 3 clusters Score -4028747 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4028893.000000 Penalty: 3381.916992
	Iteration 25Q: 3 clusters Score -4028893 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4029030.000000 Penalty: 3381.916992
	Iteration 26Q: 3 clusters Score -4029030 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4029140.750000 Penalty: 3381.916992
	Iteration 27Q: 3 clusters Score -4029141 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4029243.750000 Penalty: 3381.916992
	Iteration 28Q: 3 clusters Score -4029244 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4029331.500000 Penalty: 3381.916992
	Iteration 29Q: 3 clusters Score -4029332 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4029405.750000 Penalty: 3381.916992
	Iteration 30Q: 3 clusters Score -4029406 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4029468.000000 Penalty: 3381.916992
	Iteration 31Q: 3 clusters Score -4029468 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4029503.750000 Penalty: 3381.916992
	Iteration 32Q: 3 clusters Score -4029504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4029541.750000 Penalty: 3381.916992
	Iteration 33Q: 3 clusters Score -4029542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4029574.000000 Penalty: 3381.916992
	Iteration 34Q: 3 clusters Score -4029574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4029602.500000 Penalty: 3381.916992
	Iteration 35Q: 3 clusters Score -4029602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4029625.500000 Penalty: 3381.916992
	Iteration 36Q: 3 clusters Score -4029626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4029638.500000 Penalty: 3381.916992
	Iteration 37Q: 3 clusters Score -4029638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4029644.750000 Penalty: 3381.916992
	Iteration 38Q: 3 clusters Score -4029645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4029645.000000 Penalty: 3381.916992
	Iteration 39Q: 3 clusters Score -4029645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4029647.750000 Penalty: 3381.916992
	Iteration 40F: 3 clusters Score -4029648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4029655.750000 Penalty: 3381.916992
	Iteration 41Q: 3 clusters Score -4029656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4029662.250000 Penalty: 3381.916992
	Iteration 42Q: 3 clusters Score -4029662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4029662.250000 Penalty: 3381.916992
	Iteration 43Q: 3 clusters Score -4029662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4029663.250000 Penalty: 3381.916992
	Iteration 44Q: 3 clusters Score -4029663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4029662.750000 Penalty: 3381.916992
	Iteration 45Q: 3 clusters Score -4029663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4029662.500000 Penalty: 3381.916992
	Iteration 46Q: 3 clusters Score -4029662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4029664.000000 Penalty: 3381.916992
	Iteration 47Q: 3 clusters Score -4029664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4029663.000000 Penalty: 3381.916992
	Iteration 48Q: 3 clusters Score -4029663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4029667.500000 Penalty: 3381.916992
	Iteration 49Q: 3 clusters Score -4029668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4029667.500000 Penalty: 3381.916992
	Iteration 50Q: 3 clusters Score -4029668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4029667.500000 Penalty: 3381.916992
	Iteration 51F: 3 clusters Score -4029668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Entering Unmasked Estep 
Score: -1473642.000000 Penalty: 1531.334229
	Iteration 0F: 2 clusters Score -1473642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1464994.750000 Penalty: 3062.668457
	Iteration 0F: 3 clusters Score -1464995 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1468340.750000 Penalty: 3062.668457
	Iteration 1F: 3 clusters Score -1468341 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1469009.250000 Penalty: 3062.668457
	Iteration 2F: 3 clusters Score -1469009 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1469729.000000 Penalty: 3062.668457
	Iteration 3F: 3 clusters Score -1469729 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1470526.750000 Penalty: 3062.668457
	Iteration 4F: 3 clusters Score -1470527 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1471210.250000 Penalty: 3062.668457
	Iteration 5F: 3 clusters Score -1471210 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1471720.750000 Penalty: 3062.668457
	Iteration 6F: 3 clusters Score -1471721 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1472028.000000 Penalty: 3062.668457
	Iteration 7Q: 3 clusters Score -1472028 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1472169.375000 Penalty: 3062.668457
	Iteration 8Q: 3 clusters Score -1472169 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1472241.625000 Penalty: 3062.668457
	Iteration 9Q: 3 clusters Score -1472242 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1472270.625000 Penalty: 3062.668457
	Iteration 10Q: 3 clusters Score -1472271 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1472285.000000 Penalty: 3062.668457
	Iteration 11Q: 3 clusters Score -1472285 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1472306.875000 Penalty: 3062.668457
	Iteration 12Q: 3 clusters Score -1472307 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1472319.750000 Penalty: 3062.668457
	Iteration 13Q: 3 clusters Score -1472320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1472333.750000 Penalty: 3062.668457
	Iteration 14Q: 3 clusters Score -1472334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1472345.125000 Penalty: 3062.668457
	Iteration 15Q: 3 clusters Score -1472345 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1472353.750000 Penalty: 3062.668457
	Iteration 16Q: 3 clusters Score -1472354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1472353.750000 Penalty: 3062.668457
	Iteration 17Q: 3 clusters Score -1472354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1472360.000000 Penalty: 3062.668457
	Iteration 18Q: 3 clusters Score -1472360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1472365.375000 Penalty: 3062.668457
	Iteration 19Q: 3 clusters Score -1472365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1472370.375000 Penalty: 3062.668457
	Iteration 20F: 3 clusters Score -1472370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1472367.000000 Penalty: 3062.668457
	Iteration 21Q: 3 clusters Score -1472367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1472368.750000 Penalty: 3062.668457
	Iteration 22Q: 3 clusters Score -1472369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1472373.875000 Penalty: 3062.668457
	Iteration 23Q: 3 clusters Score -1472374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1472372.250000 Penalty: 3062.668457
	Iteration 24Q: 3 clusters Score -1472372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1472374.750000 Penalty: 3062.668457
	Iteration 25Q: 3 clusters Score -1472375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1472373.500000 Penalty: 3062.668457
	Iteration 26Q: 3 clusters Score -1472374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1472376.000000 Penalty: 3062.668457
	Iteration 27Q: 3 clusters Score -1472376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1472373.625000 Penalty: 3062.668457
	Iteration 28Q: 3 clusters Score -1472374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1472374.500000 Penalty: 3062.668457
	Iteration 29Q: 3 clusters Score -1472374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1472374.250000 Penalty: 3062.668457
	Iteration 30Q: 3 clusters Score -1472374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1472377.625000 Penalty: 3062.668457
	Iteration 31Q: 3 clusters Score -1472378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1472378.000000 Penalty: 3062.668457
	Iteration 32Q: 3 clusters Score -1472378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1472377.750000 Penalty: 3062.668457
	Iteration 33Q: 3 clusters Score -1472378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1472377.750000 Penalty: 3062.668457
	Iteration 34F: 3 clusters Score -1472378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Entering Unmasked Estep 
Score: -3850489.250000 Penalty: 1680.344360
	Iteration 0F: 2 clusters Score -3850489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3829723.750000 Penalty: 3360.688721
	Iteration 0F: 3 clusters Score -3829724 nChanged 14227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3837495.250000 Penalty: 3360.688721
	Iteration 1F: 3 clusters Score -3837495 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -3837869.750000 Penalty: 3360.688721
	Iteration 2Q: 3 clusters Score -3837870 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3838220.000000 Penalty: 3360.688721
	Iteration 3Q: 3 clusters Score -3838220 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3838682.000000 Penalty: 3360.688721
	Iteration 4Q: 3 clusters Score -3838682 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -3839240.500000 Penalty: 3360.688721
	Iteration 5Q: 3 clusters Score -3839240 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -3839894.500000 Penalty: 3360.688721
	Iteration 6Q: 3 clusters Score -3839894 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -3840684.750000 Penalty: 3360.688721
	Iteration 7Q: 3 clusters Score -3840685 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -3841699.250000 Penalty: 3360.688721
	Iteration 8F: 3 clusters Score -3841699 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -3842835.250000 Penalty: 3360.688721
	Iteration 9F: 3 clusters Score -3842835 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -3843930.000000 Penalty: 3360.688721
	Iteration 10F: 3 clusters Score -3843930 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -3844882.250000 Penalty: 3360.688721
	Iteration 11Q: 3 clusters Score -3844882 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -3845621.000000 Penalty: 3360.688721
	Iteration 12Q: 3 clusters Score -3845621 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3846162.500000 Penalty: 3360.688721
	Iteration 13Q: 3 clusters Score -3846162 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3846515.250000 Penalty: 3360.688721
	Iteration 14Q: 3 clusters Score -3846515 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3846738.500000 Penalty: 3360.688721
	Iteration 15Q: 3 clusters Score -3846738 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3846930.250000 Penalty: 3360.688721
	Iteration 16Q: 3 clusters Score -3846930 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -3847098.500000 Penalty: 3360.688721
	Iteration 17Q: 3 clusters Score -3847098 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -3847222.500000 Penalty: 3360.688721
	Iteration 18Q: 3 clusters Score -3847222 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3847347.500000 Penalty: 3360.688721
	Iteration 19Q: 3 clusters Score -3847348 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3847493.500000 Penalty: 3360.688721
	Iteration 20F: 3 clusters Score -3847494 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -3847639.000000 Penalty: 3360.688721
	Iteration 21Q: 3 clusters Score -3847639 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -3847787.250000 Penalty: 3360.688721
	Iteration 22Q: 3 clusters Score -3847787 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3847935.000000 Penalty: 3360.688721
	Iteration 23Q: 3 clusters Score -3847935 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -3848065.250000 Penalty: 3360.688721
	Iteration 24Q: 3 clusters Score -3848065 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -3848154.750000 Penalty: 3360.688721
	Iteration 25Q: 3 clusters Score -3848155 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -3848242.250000 Penalty: 3360.688721
	Iteration 26Q: 3 clusters Score -3848242 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -3848342.000000 Penalty: 3360.688721
	Iteration 27Q: 3 clusters Score -3848342 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -3848421.000000 Penalty: 3360.688721
	Iteration 28Q: 3 clusters Score -3848421 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -3848493.750000 Penalty: 3360.688721
	Iteration 29Q: 3 clusters Score -3848494 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -3848557.250000 Penalty: 3360.688721
	Iteration 30Q: 3 clusters Score -3848557 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -3848612.500000 Penalty: 3360.688721
	Iteration 31Q: 3 clusters Score -3848612 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -3848672.250000 Penalty: 3360.688721
	Iteration 32Q: 3 clusters Score -3848672 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -3848724.750000 Penalty: 3360.688721
	Iteration 33Q: 3 clusters Score -3848725 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -3848770.000000 Penalty: 3360.688721
	Iteration 34Q: 3 clusters Score -3848770 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -3848808.750000 Penalty: 3360.688721
	Iteration 35Q: 3 clusters Score -3848809 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -3848846.250000 Penalty: 3360.688721
	Iteration 36Q: 3 clusters Score -3848846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -3848885.250000 Penalty: 3360.688721
	Iteration 37Q: 3 clusters Score -3848885 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -3848916.750000 Penalty: 3360.688721
	Iteration 38Q: 3 clusters Score -3848917 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -3848941.750000 Penalty: 3360.688721
	Iteration 39Q: 3 clusters Score -3848942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -3848954.500000 Penalty: 3360.688721
	Iteration 40F: 3 clusters Score -3848954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -3848975.500000 Penalty: 3360.688721
	Iteration 41Q: 3 clusters Score -3848976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -3848990.500000 Penalty: 3360.688721
	Iteration 42Q: 3 clusters Score -3848990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -3848995.750000 Penalty: 3360.688721
	Iteration 43Q: 3 clusters Score -3848996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -3849005.000000 Penalty: 3360.688721
	Iteration 44Q: 3 clusters Score -3849005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -3849013.000000 Penalty: 3360.688721
	Iteration 45Q: 3 clusters Score -3849013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -3849014.750000 Penalty: 3360.688721
	Iteration 46Q: 3 clusters Score -3849015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -3849013.250000 Penalty: 3360.688721
	Iteration 47Q: 3 clusters Score -3849013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -3849015.500000 Penalty: 3360.688721
	Iteration 48Q: 3 clusters Score -3849016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -3849015.500000 Penalty: 3360.688721
	Iteration 49F: 3 clusters Score -3849016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (64241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Entering Unmasked Estep 
Score: -7991893.500000 Penalty: 1798.939575
	Iteration 0F: 2 clusters Score -7991894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -7949627.000000 Penalty: 3597.879150
	Iteration 0F: 3 clusters Score -7949627 nChanged 30362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -7967072.500000 Penalty: 3597.879150
	Iteration 1F: 3 clusters Score -7967072 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -7967809.000000 Penalty: 3597.879150
	Iteration 2Q: 3 clusters Score -7967809 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -7968545.500000 Penalty: 3597.879150
	Iteration 3Q: 3 clusters Score -7968546 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -7969436.000000 Penalty: 3597.879150
	Iteration 4Q: 3 clusters Score -7969436 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -7970790.500000 Penalty: 3597.879150
	Iteration 5Q: 3 clusters Score -7970790 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -7972750.000000 Penalty: 3597.879150
	Iteration 6F: 3 clusters Score -7972750 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -7975397.500000 Penalty: 3597.879150
	Iteration 7F: 3 clusters Score -7975398 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -7978639.000000 Penalty: 3597.879150
	Iteration 8F: 3 clusters Score -7978639 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -7981486.000000 Penalty: 3597.879150
	Iteration 9F: 3 clusters Score -7981486 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -7983410.500000 Penalty: 3597.879150
	Iteration 10Q: 3 clusters Score -7983410 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -7984407.500000 Penalty: 3597.879150
	Iteration 11Q: 3 clusters Score -7984408 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -7985064.500000 Penalty: 3597.879150
	Iteration 12Q: 3 clusters Score -7985064 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -7985576.000000 Penalty: 3597.879150
	Iteration 13Q: 3 clusters Score -7985576 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -7986121.000000 Penalty: 3597.879150
	Iteration 14Q: 3 clusters Score -7986121 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -7986643.500000 Penalty: 3597.879150
	Iteration 15Q: 3 clusters Score -7986644 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -7987079.500000 Penalty: 3597.879150
	Iteration 16Q: 3 clusters Score -7987080 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -7987493.500000 Penalty: 3597.879150
	Iteration 17Q: 3 clusters Score -7987494 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53050 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -7987832.500000 Penalty: 3597.879150
	Iteration 18Q: 3 clusters Score -7987832 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -7988123.000000 Penalty: 3597.879150
	Iteration 19Q: 3 clusters Score -7988123 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54147 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -7988351.000000 Penalty: 3597.879150
	Iteration 20F: 3 clusters Score -7988351 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -7988522.000000 Penalty: 3597.879150
	Iteration 21Q: 3 clusters Score -7988522 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -7988689.000000 Penalty: 3597.879150
	Iteration 22Q: 3 clusters Score -7988689 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -7988796.500000 Penalty: 3597.879150
	Iteration 23Q: 3 clusters Score -7988796 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -7988938.500000 Penalty: 3597.879150
	Iteration 24Q: 3 clusters Score -7988938 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -7989031.500000 Penalty: 3597.879150
	Iteration 25Q: 3 clusters Score -7989032 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -7989186.500000 Penalty: 3597.879150
	Iteration 26Q: 3 clusters Score -7989186 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -7989282.500000 Penalty: 3597.879150
	Iteration 27Q: 3 clusters Score -7989282 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -7989367.000000 Penalty: 3597.879150
	Iteration 28Q: 3 clusters Score -7989367 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -7989419.500000 Penalty: 3597.879150
	Iteration 29Q: 3 clusters Score -7989420 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -7989518.500000 Penalty: 3597.879150
	Iteration 30Q: 3 clusters Score -7989518 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -7989587.500000 Penalty: 3597.879150
	Iteration 31Q: 3 clusters Score -7989588 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58954 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -7989635.500000 Penalty: 3597.879150
	Iteration 32Q: 3 clusters Score -7989636 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -7989703.500000 Penalty: 3597.879150
	Iteration 33Q: 3 clusters Score -7989704 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -7989773.500000 Penalty: 3597.879150
	Iteration 34Q: 3 clusters Score -7989774 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -7989813.000000 Penalty: 3597.879150
	Iteration 35Q: 3 clusters Score -7989813 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -7989876.000000 Penalty: 3597.879150
	Iteration 36Q: 3 clusters Score -7989876 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -7989900.500000 Penalty: 3597.879150
	Iteration 37Q: 3 clusters Score -7989900 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60382 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -7989937.500000 Penalty: 3597.879150
	Iteration 38Q: 3 clusters Score -7989938 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -7989985.500000 Penalty: 3597.879150
	Iteration 39Q: 3 clusters Score -7989986 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -7990017.500000 Penalty: 3597.879150
	Iteration 40F: 3 clusters Score -7990018 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -7990037.000000 Penalty: 3597.879150
	Iteration 41Q: 3 clusters Score -7990037 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -7990053.500000 Penalty: 3597.879150
	Iteration 42Q: 3 clusters Score -7990054 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -7990074.000000 Penalty: 3597.879150
	Iteration 43Q: 3 clusters Score -7990074 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -7990102.500000 Penalty: 3597.879150
	Iteration 44Q: 3 clusters Score -7990102 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -7990099.000000 Penalty: 3597.879150
	Iteration 45Q: 3 clusters Score -7990099 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -7990132.500000 Penalty: 3597.879150
	Iteration 46Q: 3 clusters Score -7990132 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -7990128.500000 Penalty: 3597.879150
	Iteration 47Q: 3 clusters Score -7990128 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61702 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -7990136.000000 Penalty: 3597.879150
	Iteration 48Q: 3 clusters Score -7990136 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -7990146.000000 Penalty: 3597.879150
	Iteration 49Q: 3 clusters Score -7990146 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -7990171.000000 Penalty: 3597.879150
	Iteration 50Q: 3 clusters Score -7990171 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -7990165.000000 Penalty: 3597.879150
	Iteration 51Q: 3 clusters Score -7990165 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7990164.000000 Penalty: 3597.879150
	Iteration 52Q: 3 clusters Score -7990164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7990178.500000 Penalty: 3597.879150
	Iteration 53Q: 3 clusters Score -7990178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -7990198.500000 Penalty: 3597.879150
	Iteration 54Q: 3 clusters Score -7990198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62179 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7990228.500000 Penalty: 3597.879150
	Iteration 55Q: 3 clusters Score -7990228 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62253 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -7990234.500000 Penalty: 3597.879150
	Iteration 56Q: 3 clusters Score -7990234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -7990250.500000 Penalty: 3597.879150
	Iteration 57Q: 3 clusters Score -7990250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7990259.000000 Penalty: 3597.879150
	Iteration 58Q: 3 clusters Score -7990259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62397 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7990258.000000 Penalty: 3597.879150
	Iteration 59Q: 3 clusters Score -7990258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62449 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7990270.500000 Penalty: 3597.879150
	Iteration 60F: 3 clusters Score -7990270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -7990276.000000 Penalty: 3597.879150
	Iteration 61Q: 3 clusters Score -7990276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -7990290.500000 Penalty: 3597.879150
	Iteration 62Q: 3 clusters Score -7990290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -7990305.500000 Penalty: 3597.879150
	Iteration 63Q: 3 clusters Score -7990306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -7990319.500000 Penalty: 3597.879150
	Iteration 64Q: 3 clusters Score -7990320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7990330.500000 Penalty: 3597.879150
	Iteration 65Q: 3 clusters Score -7990330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7990339.000000 Penalty: 3597.879150
	Iteration 66Q: 3 clusters Score -7990339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -7990351.500000 Penalty: 3597.879150
	Iteration 67Q: 3 clusters Score -7990352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -7990364.500000 Penalty: 3597.879150
	Iteration 68Q: 3 clusters Score -7990364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7990365.000000 Penalty: 3597.879150
	Iteration 69Q: 3 clusters Score -7990365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7990373.500000 Penalty: 3597.879150
	Iteration 70Q: 3 clusters Score -7990374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7990377.500000 Penalty: 3597.879150
	Iteration 71Q: 3 clusters Score -7990378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7990386.500000 Penalty: 3597.879150
	Iteration 72Q: 3 clusters Score -7990386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7990372.500000 Penalty: 3597.879150
	Iteration 73Q: 3 clusters Score -7990372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7990375.500000 Penalty: 3597.879150
	Iteration 74Q: 3 clusters Score -7990376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7990372.500000 Penalty: 3597.879150
	Iteration 75Q: 3 clusters Score -7990372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7990372.500000 Penalty: 3597.879150
	Iteration 76Q: 3 clusters Score -7990372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7990372.000000 Penalty: 3597.879150
	Iteration 77Q: 3 clusters Score -7990372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7990374.000000 Penalty: 3597.879150
	Iteration 78Q: 3 clusters Score -7990374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62911 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7990390.500000 Penalty: 3597.879150
	Iteration 79Q: 3 clusters Score -7990390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7990378.500000 Penalty: 3597.879150
	Iteration 80F: 3 clusters Score -7990378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7990388.000000 Penalty: 3597.879150
	Iteration 81Q: 3 clusters Score -7990388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62929 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7990391.000000 Penalty: 3597.879150
	Iteration 82Q: 3 clusters Score -7990391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62934 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7990394.500000 Penalty: 3597.879150
	Iteration 83Q: 3 clusters Score -7990394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7990394.000000 Penalty: 3597.879150
	Iteration 84Q: 3 clusters Score -7990394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62954 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -7990391.500000 Penalty: 3597.879150
	Iteration 85Q: 3 clusters Score -7990392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -7990395.500000 Penalty: 3597.879150
	Iteration 86Q: 3 clusters Score -7990396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7990399.000000 Penalty: 3597.879150
	Iteration 87Q: 3 clusters Score -7990399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62986 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7990404.500000 Penalty: 3597.879150
	Iteration 88Q: 3 clusters Score -7990404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7990405.000000 Penalty: 3597.879150
	Iteration 89Q: 3 clusters Score -7990405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -7990408.500000 Penalty: 3597.879150
	Iteration 90Q: 3 clusters Score -7990408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7990405.000000 Penalty: 3597.879150
	Iteration 91Q: 3 clusters Score -7990405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63005 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7990404.500000 Penalty: 3597.879150
	Iteration 92Q: 3 clusters Score -7990404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7990407.500000 Penalty: 3597.879150
	Iteration 93Q: 3 clusters Score -7990408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7990404.500000 Penalty: 3597.879150
	Iteration 94Q: 3 clusters Score -7990404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7990410.500000 Penalty: 3597.879150
	Iteration 95Q: 3 clusters Score -7990410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7990411.500000 Penalty: 3597.879150
	Iteration 96Q: 3 clusters Score -7990412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63022 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7990410.000000 Penalty: 3597.879150
	Iteration 97Q: 3 clusters Score -7990410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7990412.000000 Penalty: 3597.879150
	Iteration 98Q: 3 clusters Score -7990412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7990413.000000 Penalty: 3597.879150
	Iteration 99Q: 3 clusters Score -7990413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7990418.500000 Penalty: 3597.879150
	Iteration 100F: 3 clusters Score -7990418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7990420.500000 Penalty: 3597.879150
	Iteration 101Q: 3 clusters Score -7990420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7990414.500000 Penalty: 3597.879150
	Iteration 102Q: 3 clusters Score -7990414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63052 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7990422.000000 Penalty: 3597.879150
	Iteration 103Q: 3 clusters Score -7990422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7990421.000000 Penalty: 3597.879150
	Iteration 104Q: 3 clusters Score -7990421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7990417.000000 Penalty: 3597.879150
	Iteration 105Q: 3 clusters Score -7990417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7990421.000000 Penalty: 3597.879150
	Iteration 106Q: 3 clusters Score -7990421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7990414.000000 Penalty: 3597.879150
	Iteration 107Q: 3 clusters Score -7990414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7990419.500000 Penalty: 3597.879150
	Iteration 108Q: 3 clusters Score -7990420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7990432.500000 Penalty: 3597.879150
	Iteration 109Q: 3 clusters Score -7990432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7990433.000000 Penalty: 3597.879150
	Iteration 110Q: 3 clusters Score -7990433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7990430.000000 Penalty: 3597.879150
	Iteration 111Q: 3 clusters Score -7990430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63089 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7990427.000000 Penalty: 3597.879150
	Iteration 112Q: 3 clusters Score -7990427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7990432.000000 Penalty: 3597.879150
	Iteration 113Q: 3 clusters Score -7990432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7990420.000000 Penalty: 3597.879150
	Iteration 114Q: 3 clusters Score -7990420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7990431.500000 Penalty: 3597.879150
	Iteration 115Q: 3 clusters Score -7990432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7990435.000000 Penalty: 3597.879150
	Iteration 116Q: 3 clusters Score -7990435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7990431.000000 Penalty: 3597.879150
	Iteration 117Q: 3 clusters Score -7990431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63112 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -7990425.000000 Penalty: 3597.879150
	Iteration 118Q: 3 clusters Score -7990425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7990426.500000 Penalty: 3597.879150
	Iteration 119Q: 3 clusters Score -7990426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7990418.500000 Penalty: 3597.879150
	Iteration 120F: 3 clusters Score -7990418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63117 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -7990416.000000 Penalty: 3597.879150
	Iteration 121Q: 3 clusters Score -7990416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7990423.500000 Penalty: 3597.879150
	Iteration 122Q: 3 clusters Score -7990424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7990423.500000 Penalty: 3597.879150
	Iteration 123F: 3 clusters Score -7990424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (87685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87685 members 
Entering Unmasked Estep 
Score: -10894926.000000 Penalty: 1849.494751
	Iteration 0F: 2 clusters Score -1.089493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -10838719.000000 Penalty: 3698.989502
	Iteration 0F: 3 clusters Score -1.083872e+07 nChanged 41774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -10862751.000000 Penalty: 3698.989502
	Iteration 1F: 3 clusters Score -1.086275e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -10863476.000000 Penalty: 3698.989502
	Iteration 2Q: 3 clusters Score -1.086348e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -10864667.000000 Penalty: 3698.989502
	Iteration 3Q: 3 clusters Score -1.086467e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55013 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -10866883.000000 Penalty: 3698.989502
	Iteration 4F: 3 clusters Score -1.086688e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -10871125.000000 Penalty: 3698.989502
	Iteration 5F: 3 clusters Score -1.087112e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -10877946.000000 Penalty: 3698.989502
	Iteration 6F: 3 clusters Score -1.087795e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76443 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -10885445.000000 Penalty: 3698.989502
	Iteration 7F: 3 clusters Score -1.088544e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82238 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -10890812.000000 Penalty: 3698.989502
	Iteration 8F: 3 clusters Score -1.089081e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85222 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -10892833.000000 Penalty: 3698.989502
	Iteration 9Q: 3 clusters Score -1.089283e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86384 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -10893456.000000 Penalty: 3698.989502
	Iteration 10Q: 3 clusters Score -1.089346e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86804 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -10893645.000000 Penalty: 3698.989502
	Iteration 11Q: 3 clusters Score -1.089364e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10893712.000000 Penalty: 3698.989502
	Iteration 12Q: 3 clusters Score -1.089371e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87039 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10893754.000000 Penalty: 3698.989502
	Iteration 13Q: 3 clusters Score -1.089375e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87095 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10893760.000000 Penalty: 3698.989502
	Iteration 14Q: 3 clusters Score -1.089376e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87145 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10893772.000000 Penalty: 3698.989502
	Iteration 15Q: 3 clusters Score -1.089377e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87165 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10893774.000000 Penalty: 3698.989502
	Iteration 16Q: 3 clusters Score -1.089377e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87180 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10893785.000000 Penalty: 3698.989502
	Iteration 17Q: 3 clusters Score -1.089378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87188 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10893797.000000 Penalty: 3698.989502
	Iteration 18Q: 3 clusters Score -1.08938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87196 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10893799.000000 Penalty: 3698.989502
	Iteration 19Q: 3 clusters Score -1.08938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87201 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -10893803.000000 Penalty: 3698.989502
	Iteration 20F: 3 clusters Score -1.08938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87208 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10893799.000000 Penalty: 3698.989502
	Iteration 21Q: 3 clusters Score -1.08938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -10893810.000000 Penalty: 3698.989502
	Iteration 22Q: 3 clusters Score -1.089381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10893803.000000 Penalty: 3698.989502
	Iteration 23Q: 3 clusters Score -1.08938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10893805.000000 Penalty: 3698.989502
	Iteration 24Q: 3 clusters Score -1.08938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -10893802.000000 Penalty: 3698.989502
	Iteration 25Q: 3 clusters Score -1.08938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -10893802.000000 Penalty: 3698.989502
	Iteration 26Q: 3 clusters Score -1.08938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -10893799.000000 Penalty: 3698.989502
	Iteration 27Q: 3 clusters Score -1.08938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -10893799.000000 Penalty: 3698.989502
	Iteration 28F: 3 clusters Score -1.08938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (86300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86300 members 
Entering Unmasked Estep 
Score: -10683304.000000 Penalty: 1846.907593
	Iteration 0F: 2 clusters Score -1.06833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -10629210.000000 Penalty: 3693.815186
	Iteration 0F: 3 clusters Score -1.062921e+07 nChanged 41422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -10654140.000000 Penalty: 3693.815186
	Iteration 1F: 3 clusters Score -1.065414e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -10655529.000000 Penalty: 3693.815186
	Iteration 2Q: 3 clusters Score -1.065553e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -10657172.000000 Penalty: 3693.815186
	Iteration 3Q: 3 clusters Score -1.065717e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -10659489.000000 Penalty: 3693.815186
	Iteration 4F: 3 clusters Score -1.065949e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -10662521.000000 Penalty: 3693.815186
	Iteration 5F: 3 clusters Score -1.066252e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -10666545.000000 Penalty: 3693.815186
	Iteration 6F: 3 clusters Score -1.066654e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -10670950.000000 Penalty: 3693.815186
	Iteration 7F: 3 clusters Score -1.067095e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68380 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -10674418.000000 Penalty: 3693.815186
	Iteration 8F: 3 clusters Score -1.067442e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -10676596.000000 Penalty: 3693.815186
	Iteration 9Q: 3 clusters Score -1.06766e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72461 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -10677705.000000 Penalty: 3693.815186
	Iteration 10Q: 3 clusters Score -1.06777e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73778 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -10678434.000000 Penalty: 3693.815186
	Iteration 11Q: 3 clusters Score -1.067843e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74905 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -10678941.000000 Penalty: 3693.815186
	Iteration 12Q: 3 clusters Score -1.067894e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75876 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -10679327.000000 Penalty: 3693.815186
	Iteration 13Q: 3 clusters Score -1.067933e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -10679602.000000 Penalty: 3693.815186
	Iteration 14Q: 3 clusters Score -1.06796e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77537 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -10679811.000000 Penalty: 3693.815186
	Iteration 15Q: 3 clusters Score -1.067981e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -10680002.000000 Penalty: 3693.815186
	Iteration 16Q: 3 clusters Score -1.068e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -10680184.000000 Penalty: 3693.815186
	Iteration 17Q: 3 clusters Score -1.068018e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79281 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -10680318.000000 Penalty: 3693.815186
	Iteration 18Q: 3 clusters Score -1.068032e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79766 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -10680467.000000 Penalty: 3693.815186
	Iteration 19Q: 3 clusters Score -1.068047e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80215 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -10680628.000000 Penalty: 3693.815186
	Iteration 20F: 3 clusters Score -1.068063e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80615 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -10680733.000000 Penalty: 3693.815186
	Iteration 21Q: 3 clusters Score -1.068073e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80976 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -10680812.000000 Penalty: 3693.815186
	Iteration 22Q: 3 clusters Score -1.068081e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -10680885.000000 Penalty: 3693.815186
	Iteration 23Q: 3 clusters Score -1.068088e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -10680971.000000 Penalty: 3693.815186
	Iteration 24Q: 3 clusters Score -1.068097e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81915 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -10681050.000000 Penalty: 3693.815186
	Iteration 25Q: 3 clusters Score -1.068105e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -10681162.000000 Penalty: 3693.815186
	Iteration 26Q: 3 clusters Score -1.068116e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -10681230.000000 Penalty: 3693.815186
	Iteration 27Q: 3 clusters Score -1.068123e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82543 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -10681276.000000 Penalty: 3693.815186
	Iteration 28Q: 3 clusters Score -1.068128e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82705 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -10681323.000000 Penalty: 3693.815186
	Iteration 29Q: 3 clusters Score -1.068132e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -10681358.000000 Penalty: 3693.815186
	Iteration 30Q: 3 clusters Score -1.068136e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82993 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -10681392.000000 Penalty: 3693.815186
	Iteration 31Q: 3 clusters Score -1.068139e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83122 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -10681430.000000 Penalty: 3693.815186
	Iteration 32Q: 3 clusters Score -1.068143e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -10681455.000000 Penalty: 3693.815186
	Iteration 33Q: 3 clusters Score -1.068146e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83323 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -10681505.000000 Penalty: 3693.815186
	Iteration 34Q: 3 clusters Score -1.06815e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83408 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -10681502.000000 Penalty: 3693.815186
	Iteration 35Q: 3 clusters Score -1.06815e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83480 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -10681534.000000 Penalty: 3693.815186
	Iteration 36Q: 3 clusters Score -1.068153e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83562 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -10681576.000000 Penalty: 3693.815186
	Iteration 37Q: 3 clusters Score -1.068158e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -10681583.000000 Penalty: 3693.815186
	Iteration 38Q: 3 clusters Score -1.068158e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83722 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -10681607.000000 Penalty: 3693.815186
	Iteration 39Q: 3 clusters Score -1.068161e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83802 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -10681635.000000 Penalty: 3693.815186
	Iteration 40F: 3 clusters Score -1.068164e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83871 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -10681646.000000 Penalty: 3693.815186
	Iteration 41Q: 3 clusters Score -1.068165e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -10681657.000000 Penalty: 3693.815186
	Iteration 42Q: 3 clusters Score -1.068166e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -10681664.000000 Penalty: 3693.815186
	Iteration 43Q: 3 clusters Score -1.068166e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -10681678.000000 Penalty: 3693.815186
	Iteration 44Q: 3 clusters Score -1.068168e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84089 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -10681684.000000 Penalty: 3693.815186
	Iteration 45Q: 3 clusters Score -1.068168e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84129 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -10681699.000000 Penalty: 3693.815186
	Iteration 46Q: 3 clusters Score -1.06817e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84162 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -10681702.000000 Penalty: 3693.815186
	Iteration 47Q: 3 clusters Score -1.06817e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84197 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -10681714.000000 Penalty: 3693.815186
	Iteration 48Q: 3 clusters Score -1.068171e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84233 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -10681739.000000 Penalty: 3693.815186
	Iteration 49Q: 3 clusters Score -1.068174e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -10681744.000000 Penalty: 3693.815186
	Iteration 50Q: 3 clusters Score -1.068174e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -10681742.000000 Penalty: 3693.815186
	Iteration 51Q: 3 clusters Score -1.068174e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84340 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -10681761.000000 Penalty: 3693.815186
	Iteration 52Q: 3 clusters Score -1.068176e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -10681780.000000 Penalty: 3693.815186
	Iteration 53Q: 3 clusters Score -1.068178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84377 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -10681780.000000 Penalty: 3693.815186
	Iteration 54Q: 3 clusters Score -1.068178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84394 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -10681786.000000 Penalty: 3693.815186
	Iteration 55Q: 3 clusters Score -1.068179e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84408 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -10681770.000000 Penalty: 3693.815186
	Iteration 56Q: 3 clusters Score -1.068177e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -10681782.000000 Penalty: 3693.815186
	Iteration 57Q: 3 clusters Score -1.068178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84436 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -10681786.000000 Penalty: 3693.815186
	Iteration 58Q: 3 clusters Score -1.068179e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84450 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -10681786.000000 Penalty: 3693.815186
	Iteration 59Q: 3 clusters Score -1.068179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84458 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -10681806.000000 Penalty: 3693.815186
	Iteration 60F: 3 clusters Score -1.068181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84468 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -10681809.000000 Penalty: 3693.815186
	Iteration 61Q: 3 clusters Score -1.068181e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84485 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -10681808.000000 Penalty: 3693.815186
	Iteration 62Q: 3 clusters Score -1.068181e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84500 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -10681805.000000 Penalty: 3693.815186
	Iteration 63Q: 3 clusters Score -1.06818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84509 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -10681809.000000 Penalty: 3693.815186
	Iteration 64Q: 3 clusters Score -1.068181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84515 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -10681807.000000 Penalty: 3693.815186
	Iteration 65Q: 3 clusters Score -1.068181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84522 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -10681816.000000 Penalty: 3693.815186
	Iteration 66Q: 3 clusters Score -1.068182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -10681812.000000 Penalty: 3693.815186
	Iteration 67Q: 3 clusters Score -1.068181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84534 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -10681813.000000 Penalty: 3693.815186
	Iteration 68Q: 3 clusters Score -1.068181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -10681812.000000 Penalty: 3693.815186
	Iteration 69Q: 3 clusters Score -1.068181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84540 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -10681813.000000 Penalty: 3693.815186
	Iteration 70Q: 3 clusters Score -1.068181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -10681816.000000 Penalty: 3693.815186
	Iteration 71Q: 3 clusters Score -1.068182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84544 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -10681816.000000 Penalty: 3693.815186
	Iteration 72Q: 3 clusters Score -1.068182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84544 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -10681816.000000 Penalty: 3693.815186
	Iteration 73F: 3 clusters Score -1.068182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -91554.351562 Penalty: 1075.545166
	Iteration 0F: 2 clusters Score -91554.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -90269.640625 Penalty: 2151.090332
	Iteration 0F: 3 clusters Score -90269.64 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90458.281250 Penalty: 2151.090332
	Iteration 1F: 3 clusters Score -90458.28 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -90536.531250 Penalty: 2151.090332
	Iteration 2F: 3 clusters Score -90536.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90578.164062 Penalty: 2151.090332
	Iteration 3Q: 3 clusters Score -90578.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90595.187500 Penalty: 2151.090332
	Iteration 4Q: 3 clusters Score -90595.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90612.828125 Penalty: 2151.090332
	Iteration 5Q: 3 clusters Score -90612.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90621.875000 Penalty: 2151.090332
	Iteration 6Q: 3 clusters Score -90621.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -90627.000000 Penalty: 2151.090332
	Iteration 7Q: 3 clusters Score -90627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -90632.226562 Penalty: 2151.090332
	Iteration 8Q: 3 clusters Score -90632.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -90637.171875 Penalty: 2151.090332
	Iteration 9Q: 3 clusters Score -90637.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90638.140625 Penalty: 2151.090332
	Iteration 10Q: 3 clusters Score -90638.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90638.140625 Penalty: 2151.090332
	Iteration 11F: 3 clusters Score -90638.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Entering Unmasked Estep 
Score: -215715.671875 Penalty: 1206.038574
	Iteration 0F: 2 clusters Score -215715.7 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 834 members 
Entering Unmasked Estep 
Score: -213798.484375 Penalty: 2412.077148
	Iteration 0F: 3 clusters Score -213798.5 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -214136.265625 Penalty: 2412.077148
	Iteration 1F: 3 clusters Score -214136.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -214217.046875 Penalty: 2412.077148
	Iteration 2F: 3 clusters Score -214217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -214257.046875 Penalty: 2412.077148
	Iteration 3Q: 3 clusters Score -214257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -214285.609375 Penalty: 2412.077148
	Iteration 4Q: 3 clusters Score -214285.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -214321.046875 Penalty: 2412.077148
	Iteration 5Q: 3 clusters Score -214321 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -214358.328125 Penalty: 2412.077148
	Iteration 6Q: 3 clusters Score -214358.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -214378.250000 Penalty: 2412.077148
	Iteration 7Q: 3 clusters Score -214378.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -214393.125000 Penalty: 2412.077148
	Iteration 8Q: 3 clusters Score -214393.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -214398.906250 Penalty: 2412.077148
	Iteration 9Q: 3 clusters Score -214398.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -214405.375000 Penalty: 2412.077148
	Iteration 10Q: 3 clusters Score -214405.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -214409.921875 Penalty: 2412.077148
	Iteration 11Q: 3 clusters Score -214409.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -214412.796875 Penalty: 2412.077148
	Iteration 12Q: 3 clusters Score -214412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -214414.937500 Penalty: 2412.077148
	Iteration 13Q: 3 clusters Score -214414.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -214418.281250 Penalty: 2412.077148
	Iteration 14Q: 3 clusters Score -214418.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -214422.203125 Penalty: 2412.077148
	Iteration 15Q: 3 clusters Score -214422.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -214427.328125 Penalty: 2412.077148
	Iteration 16Q: 3 clusters Score -214427.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -214432.390625 Penalty: 2412.077148
	Iteration 17Q: 3 clusters Score -214432.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -214436.218750 Penalty: 2412.077148
	Iteration 18Q: 3 clusters Score -214436.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -214439.125000 Penalty: 2412.077148
	Iteration 19Q: 3 clusters Score -214439.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -214442.281250 Penalty: 2412.077148
	Iteration 20F: 3 clusters Score -214442.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -214444.625000 Penalty: 2412.077148
	Iteration 21Q: 3 clusters Score -214444.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -214445.281250 Penalty: 2412.077148
	Iteration 22Q: 3 clusters Score -214445.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -214446.437500 Penalty: 2412.077148
	Iteration 23Q: 3 clusters Score -214446.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -214447.015625 Penalty: 2412.077148
	Iteration 24Q: 3 clusters Score -214447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -214448.671875 Penalty: 2412.077148
	Iteration 25Q: 3 clusters Score -214448.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -214449.328125 Penalty: 2412.077148
	Iteration 26Q: 3 clusters Score -214449.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -214450.718750 Penalty: 2412.077148
	Iteration 27Q: 3 clusters Score -214450.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -214451.640625 Penalty: 2412.077148
	Iteration 28Q: 3 clusters Score -214451.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -214452.156250 Penalty: 2412.077148
	Iteration 29Q: 3 clusters Score -214452.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -214453.453125 Penalty: 2412.077148
	Iteration 30Q: 3 clusters Score -214453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -214453.453125 Penalty: 2412.077148
	Iteration 31F: 3 clusters Score -214453.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (94309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94309 members 
Entering Unmasked Estep 
Score: -11632250.000000 Penalty: 1861.328979
	Iteration 0F: 2 clusters Score -1.163225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -11572575.000000 Penalty: 3722.657959
	Iteration 0F: 3 clusters Score -1.157258e+07 nChanged 44843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
Score: -11598422.000000 Penalty: 3722.657959
	Iteration 1F: 3 clusters Score -1.159842e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -11599465.000000 Penalty: 3722.657959
	Iteration 2Q: 3 clusters Score -1.159946e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -11600738.000000 Penalty: 3722.657959
	Iteration 3Q: 3 clusters Score -1.160074e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -11602464.000000 Penalty: 3722.657959
	Iteration 4Q: 3 clusters Score -1.160246e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -11604679.000000 Penalty: 3722.657959
	Iteration 5F: 3 clusters Score -1.160468e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -11607906.000000 Penalty: 3722.657959
	Iteration 6F: 3 clusters Score -1.160791e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -11612380.000000 Penalty: 3722.657959
	Iteration 7F: 3 clusters Score -1.161238e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -11617272.000000 Penalty: 3722.657959
	Iteration 8F: 3 clusters Score -1.161727e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -11620653.000000 Penalty: 3722.657959
	Iteration 9F: 3 clusters Score -1.162065e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65796 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -11622108.000000 Penalty: 3722.657959
	Iteration 10Q: 3 clusters Score -1.162211e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67439 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -11622790.000000 Penalty: 3722.657959
	Iteration 11Q: 3 clusters Score -1.162279e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -11623185.000000 Penalty: 3722.657959
	Iteration 12Q: 3 clusters Score -1.162318e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70568 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -11623553.000000 Penalty: 3722.657959
	Iteration 13Q: 3 clusters Score -1.162355e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -11623870.000000 Penalty: 3722.657959
	Iteration 14Q: 3 clusters Score -1.162387e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -11624210.000000 Penalty: 3722.657959
	Iteration 15Q: 3 clusters Score -1.162421e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74510 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -11624509.000000 Penalty: 3722.657959
	Iteration 16Q: 3 clusters Score -1.162451e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75703 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -11624833.000000 Penalty: 3722.657959
	Iteration 17Q: 3 clusters Score -1.162483e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -11625100.000000 Penalty: 3722.657959
	Iteration 18Q: 3 clusters Score -1.16251e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77966 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -11625357.000000 Penalty: 3722.657959
	Iteration 19Q: 3 clusters Score -1.162536e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79047 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -11625682.000000 Penalty: 3722.657959
	Iteration 20F: 3 clusters Score -1.162568e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80089 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -11625975.000000 Penalty: 3722.657959
	Iteration 21Q: 3 clusters Score -1.162598e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -11626220.000000 Penalty: 3722.657959
	Iteration 22Q: 3 clusters Score -1.162622e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82057 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -11626483.000000 Penalty: 3722.657959
	Iteration 23Q: 3 clusters Score -1.162648e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82949 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -11626745.000000 Penalty: 3722.657959
	Iteration 24Q: 3 clusters Score -1.162674e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -11626901.000000 Penalty: 3722.657959
	Iteration 25Q: 3 clusters Score -1.16269e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84496 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -11627109.000000 Penalty: 3722.657959
	Iteration 26Q: 3 clusters Score -1.162711e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85239 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -11627382.000000 Penalty: 3722.657959
	Iteration 27Q: 3 clusters Score -1.162738e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85943 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -11627646.000000 Penalty: 3722.657959
	Iteration 28Q: 3 clusters Score -1.162765e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -11627790.000000 Penalty: 3722.657959
	Iteration 29Q: 3 clusters Score -1.162779e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87317 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -11627998.000000 Penalty: 3722.657959
	Iteration 30Q: 3 clusters Score -1.1628e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87918 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -11628268.000000 Penalty: 3722.657959
	Iteration 31Q: 3 clusters Score -1.162827e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88467 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -11628630.000000 Penalty: 3722.657959
	Iteration 32Q: 3 clusters Score -1.162863e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -11628903.000000 Penalty: 3722.657959
	Iteration 33Q: 3 clusters Score -1.16289e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -11629196.000000 Penalty: 3722.657959
	Iteration 34Q: 3 clusters Score -1.16292e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -11629461.000000 Penalty: 3722.657959
	Iteration 35Q: 3 clusters Score -1.162946e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90328 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -11629689.000000 Penalty: 3722.657959
	Iteration 36Q: 3 clusters Score -1.162969e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90737 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -11629905.000000 Penalty: 3722.657959
	Iteration 37Q: 3 clusters Score -1.16299e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91112 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -11630167.000000 Penalty: 3722.657959
	Iteration 38Q: 3 clusters Score -1.163017e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91449 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -11630431.000000 Penalty: 3722.657959
	Iteration 39Q: 3 clusters Score -1.163043e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91734 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -11630526.000000 Penalty: 3722.657959
	Iteration 40F: 3 clusters Score -1.163053e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91965 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -11630660.000000 Penalty: 3722.657959
	Iteration 41Q: 3 clusters Score -1.163066e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92180 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -11630766.000000 Penalty: 3722.657959
	Iteration 42Q: 3 clusters Score -1.163077e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92355 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -11630859.000000 Penalty: 3722.657959
	Iteration 43Q: 3 clusters Score -1.163086e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92504 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -11630898.000000 Penalty: 3722.657959
	Iteration 44Q: 3 clusters Score -1.16309e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92639 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -11630940.000000 Penalty: 3722.657959
	Iteration 45Q: 3 clusters Score -1.163094e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92766 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -11630990.000000 Penalty: 3722.657959
	Iteration 46Q: 3 clusters Score -1.163099e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92884 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -11631024.000000 Penalty: 3722.657959
	Iteration 47Q: 3 clusters Score -1.163102e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -11631082.000000 Penalty: 3722.657959
	Iteration 48Q: 3 clusters Score -1.163108e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93085 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -11631111.000000 Penalty: 3722.657959
	Iteration 49Q: 3 clusters Score -1.163111e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93176 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -11631102.000000 Penalty: 3722.657959
	Iteration 50Q: 3 clusters Score -1.16311e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93261 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11631137.000000 Penalty: 3722.657959
	Iteration 51Q: 3 clusters Score -1.163114e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93317 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -11631134.000000 Penalty: 3722.657959
	Iteration 52Q: 3 clusters Score -1.163113e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -11631140.000000 Penalty: 3722.657959
	Iteration 53Q: 3 clusters Score -1.163114e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11631169.000000 Penalty: 3722.657959
	Iteration 54Q: 3 clusters Score -1.163117e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93435 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11631170.000000 Penalty: 3722.657959
	Iteration 55Q: 3 clusters Score -1.163117e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93462 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11631164.000000 Penalty: 3722.657959
	Iteration 56Q: 3 clusters Score -1.163116e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93479 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -11631156.000000 Penalty: 3722.657959
	Iteration 57Q: 3 clusters Score -1.163116e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93501 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -11631163.000000 Penalty: 3722.657959
	Iteration 58Q: 3 clusters Score -1.163116e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -11631162.000000 Penalty: 3722.657959
	Iteration 59Q: 3 clusters Score -1.163116e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93541 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11631148.000000 Penalty: 3722.657959
	Iteration 60F: 3 clusters Score -1.163115e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93558 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -11631147.000000 Penalty: 3722.657959
	Iteration 61Q: 3 clusters Score -1.163115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93574 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -11631149.000000 Penalty: 3722.657959
	Iteration 62Q: 3 clusters Score -1.163115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93583 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -11631162.000000 Penalty: 3722.657959
	Iteration 63Q: 3 clusters Score -1.163116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93595 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -11631156.000000 Penalty: 3722.657959
	Iteration 64Q: 3 clusters Score -1.163116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93602 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -11631150.000000 Penalty: 3722.657959
	Iteration 65Q: 3 clusters Score -1.163115e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93616 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11631139.000000 Penalty: 3722.657959
	Iteration 66Q: 3 clusters Score -1.163114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93633 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -11631155.000000 Penalty: 3722.657959
	Iteration 67Q: 3 clusters Score -1.163116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93641 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11631157.000000 Penalty: 3722.657959
	Iteration 68Q: 3 clusters Score -1.163116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -11631152.000000 Penalty: 3722.657959
	Iteration 69Q: 3 clusters Score -1.163115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93657 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11631151.000000 Penalty: 3722.657959
	Iteration 70Q: 3 clusters Score -1.163115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -11631144.000000 Penalty: 3722.657959
	Iteration 71Q: 3 clusters Score -1.163114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93666 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -11631140.000000 Penalty: 3722.657959
	Iteration 72Q: 3 clusters Score -1.163114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93668 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11631143.000000 Penalty: 3722.657959
	Iteration 73Q: 3 clusters Score -1.163114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93669 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11631146.000000 Penalty: 3722.657959
	Iteration 74Q: 3 clusters Score -1.163115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93672 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -11631149.000000 Penalty: 3722.657959
	Iteration 75Q: 3 clusters Score -1.163115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93673 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -11631150.000000 Penalty: 3722.657959
	Iteration 76Q: 3 clusters Score -1.163115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93673 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -11631150.000000 Penalty: 3722.657959
	Iteration 77F: 3 clusters Score -1.163115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (73457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73457 members 
Entering Unmasked Estep 
Score: -9085950.000000 Penalty: 1820.723999
	Iteration 0F: 2 clusters Score -9085950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -9038370.000000 Penalty: 3641.447998
	Iteration 0F: 3 clusters Score -9038370 nChanged 34812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -9058370.000000 Penalty: 3641.447998
	Iteration 1F: 3 clusters Score -9058370 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -9059456.000000 Penalty: 3641.447998
	Iteration 2Q: 3 clusters Score -9059456 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -9061146.000000 Penalty: 3641.447998
	Iteration 3Q: 3 clusters Score -9061146 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -9063840.000000 Penalty: 3641.447998
	Iteration 4F: 3 clusters Score -9063840 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -9067852.000000 Penalty: 3641.447998
	Iteration 5F: 3 clusters Score -9067852 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -9072602.000000 Penalty: 3641.447998
	Iteration 6F: 3 clusters Score -9072602 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -9076842.000000 Penalty: 3641.447998
	Iteration 7F: 3 clusters Score -9076842 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -9079777.000000 Penalty: 3641.447998
	Iteration 8Q: 3 clusters Score -9079777 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67097 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -9081553.000000 Penalty: 3641.447998
	Iteration 9Q: 3 clusters Score -9081553 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -9082624.000000 Penalty: 3641.447998
	Iteration 10Q: 3 clusters Score -9082624 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -9083258.000000 Penalty: 3641.447998
	Iteration 11Q: 3 clusters Score -9083258 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -9083604.000000 Penalty: 3641.447998
	Iteration 12Q: 3 clusters Score -9083604 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70072 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -9083776.000000 Penalty: 3641.447998
	Iteration 13Q: 3 clusters Score -9083776 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -9083949.000000 Penalty: 3641.447998
	Iteration 14Q: 3 clusters Score -9083949 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70593 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -9084047.000000 Penalty: 3641.447998
	Iteration 15Q: 3 clusters Score -9084047 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70798 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -9084139.000000 Penalty: 3641.447998
	Iteration 16Q: 3 clusters Score -9084139 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -9084207.000000 Penalty: 3641.447998
	Iteration 17Q: 3 clusters Score -9084207 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71096 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -9084268.000000 Penalty: 3641.447998
	Iteration 18Q: 3 clusters Score -9084268 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -9084281.000000 Penalty: 3641.447998
	Iteration 19Q: 3 clusters Score -9084281 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71300 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -9084314.000000 Penalty: 3641.447998
	Iteration 20F: 3 clusters Score -9084314 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71382 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -9084326.000000 Penalty: 3641.447998
	Iteration 21Q: 3 clusters Score -9084326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -9084352.000000 Penalty: 3641.447998
	Iteration 22Q: 3 clusters Score -9084352 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -9084371.000000 Penalty: 3641.447998
	Iteration 23Q: 3 clusters Score -9084371 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9084377.000000 Penalty: 3641.447998
	Iteration 24Q: 3 clusters Score -9084377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71585 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -9084391.000000 Penalty: 3641.447998
	Iteration 25Q: 3 clusters Score -9084391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71610 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -9084396.000000 Penalty: 3641.447998
	Iteration 26Q: 3 clusters Score -9084396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -9084394.000000 Penalty: 3641.447998
	Iteration 27Q: 3 clusters Score -9084394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71658 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9084401.000000 Penalty: 3641.447998
	Iteration 28Q: 3 clusters Score -9084401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9084405.000000 Penalty: 3641.447998
	Iteration 29Q: 3 clusters Score -9084405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71706 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -9084414.000000 Penalty: 3641.447998
	Iteration 30Q: 3 clusters Score -9084414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71731 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -9084422.000000 Penalty: 3641.447998
	Iteration 31Q: 3 clusters Score -9084422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71746 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -9084418.000000 Penalty: 3641.447998
	Iteration 32Q: 3 clusters Score -9084418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71754 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -9084424.000000 Penalty: 3641.447998
	Iteration 33Q: 3 clusters Score -9084424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71766 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -9084428.000000 Penalty: 3641.447998
	Iteration 34Q: 3 clusters Score -9084428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71777 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -9084429.000000 Penalty: 3641.447998
	Iteration 35Q: 3 clusters Score -9084429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -9084439.000000 Penalty: 3641.447998
	Iteration 36Q: 3 clusters Score -9084439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -9084429.000000 Penalty: 3641.447998
	Iteration 37Q: 3 clusters Score -9084429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -9084428.000000 Penalty: 3641.447998
	Iteration 38Q: 3 clusters Score -9084428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -9084424.000000 Penalty: 3641.447998
	Iteration 39Q: 3 clusters Score -9084424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71804 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -9084437.000000 Penalty: 3641.447998
	Iteration 40F: 3 clusters Score -9084437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -9084432.000000 Penalty: 3641.447998
	Iteration 41Q: 3 clusters Score -9084432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71834 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -9084439.000000 Penalty: 3641.447998
	Iteration 42Q: 3 clusters Score -9084439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71845 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -9084439.000000 Penalty: 3641.447998
	Iteration 43Q: 3 clusters Score -9084439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71854 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9084444.000000 Penalty: 3641.447998
	Iteration 44Q: 3 clusters Score -9084444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71863 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -9084444.000000 Penalty: 3641.447998
	Iteration 45Q: 3 clusters Score -9084444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -9084442.000000 Penalty: 3641.447998
	Iteration 46Q: 3 clusters Score -9084442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -9084449.000000 Penalty: 3641.447998
	Iteration 47Q: 3 clusters Score -9084449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9084451.000000 Penalty: 3641.447998
	Iteration 48Q: 3 clusters Score -9084451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71891 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -9084449.000000 Penalty: 3641.447998
	Iteration 49Q: 3 clusters Score -9084449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71895 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -9084446.000000 Penalty: 3641.447998
	Iteration 50Q: 3 clusters Score -9084446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -9084451.000000 Penalty: 3641.447998
	Iteration 51Q: 3 clusters Score -9084451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -9084454.000000 Penalty: 3641.447998
	Iteration 52Q: 3 clusters Score -9084454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9084452.000000 Penalty: 3641.447998
	Iteration 53Q: 3 clusters Score -9084452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9084452.000000 Penalty: 3641.447998
	Iteration 54Q: 3 clusters Score -9084452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9084452.000000 Penalty: 3641.447998
	Iteration 55F: 3 clusters Score -9084452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56095.136719 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56095.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55149.683594 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55149.68 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55248.699219 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55248.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -55276.515625 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55276.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -55283.144531 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55283.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -55295.429688 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55295.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -55305.089844 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55305.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -55312.410156 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -55312.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55314.484375 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -55314.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55314.484375 Penalty: 1890.561035
	Iteration 8F: 3 clusters Score -55314.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Entering Unmasked Estep 
Score: -5383240.500000 Penalty: 1734.305054
	Iteration 0F: 2 clusters Score -5383240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -5354310.500000 Penalty: 3468.610107
	Iteration 0F: 3 clusters Score -5354310 nChanged 20191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -5365664.000000 Penalty: 3468.610107
	Iteration 1F: 3 clusters Score -5365664 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -5366223.000000 Penalty: 3468.610107
	Iteration 2Q: 3 clusters Score -5366223 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -5366907.500000 Penalty: 3468.610107
	Iteration 3Q: 3 clusters Score -5366908 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -5367851.500000 Penalty: 3468.610107
	Iteration 4Q: 3 clusters Score -5367852 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -5369349.500000 Penalty: 3468.610107
	Iteration 5F: 3 clusters Score -5369350 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -5371672.000000 Penalty: 3468.610107
	Iteration 6F: 3 clusters Score -5371672 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -5374553.500000 Penalty: 3468.610107
	Iteration 7F: 3 clusters Score -5374554 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -5377295.500000 Penalty: 3468.610107
	Iteration 8F: 3 clusters Score -5377296 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -5379231.000000 Penalty: 3468.610107
	Iteration 9Q: 3 clusters Score -5379231 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -5380184.000000 Penalty: 3468.610107
	Iteration 10Q: 3 clusters Score -5380184 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -5380599.500000 Penalty: 3468.610107
	Iteration 11Q: 3 clusters Score -5380600 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -5380913.500000 Penalty: 3468.610107
	Iteration 12Q: 3 clusters Score -5380914 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -5381156.000000 Penalty: 3468.610107
	Iteration 13Q: 3 clusters Score -5381156 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -5381315.000000 Penalty: 3468.610107
	Iteration 14Q: 3 clusters Score -5381315 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -5381420.000000 Penalty: 3468.610107
	Iteration 15Q: 3 clusters Score -5381420 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -5381533.500000 Penalty: 3468.610107
	Iteration 16Q: 3 clusters Score -5381534 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -5381630.500000 Penalty: 3468.610107
	Iteration 17Q: 3 clusters Score -5381630 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -5381681.000000 Penalty: 3468.610107
	Iteration 18Q: 3 clusters Score -5381681 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5381749.500000 Penalty: 3468.610107
	Iteration 19Q: 3 clusters Score -5381750 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -5381815.000000 Penalty: 3468.610107
	Iteration 20F: 3 clusters Score -5381815 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5381866.500000 Penalty: 3468.610107
	Iteration 21Q: 3 clusters Score -5381866 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5381907.500000 Penalty: 3468.610107
	Iteration 22Q: 3 clusters Score -5381908 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5381956.000000 Penalty: 3468.610107
	Iteration 23Q: 3 clusters Score -5381956 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5381999.000000 Penalty: 3468.610107
	Iteration 24Q: 3 clusters Score -5381999 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5382018.000000 Penalty: 3468.610107
	Iteration 25Q: 3 clusters Score -5382018 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5382057.500000 Penalty: 3468.610107
	Iteration 26Q: 3 clusters Score -5382058 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5382080.000000 Penalty: 3468.610107
	Iteration 27Q: 3 clusters Score -5382080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5382091.000000 Penalty: 3468.610107
	Iteration 28Q: 3 clusters Score -5382091 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5382105.000000 Penalty: 3468.610107
	Iteration 29Q: 3 clusters Score -5382105 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5382124.500000 Penalty: 3468.610107
	Iteration 30Q: 3 clusters Score -5382124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5382149.000000 Penalty: 3468.610107
	Iteration 31Q: 3 clusters Score -5382149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5382154.500000 Penalty: 3468.610107
	Iteration 32Q: 3 clusters Score -5382154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5382178.000000 Penalty: 3468.610107
	Iteration 33Q: 3 clusters Score -5382178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5382195.000000 Penalty: 3468.610107
	Iteration 34Q: 3 clusters Score -5382195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5382208.000000 Penalty: 3468.610107
	Iteration 35Q: 3 clusters Score -5382208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5382224.500000 Penalty: 3468.610107
	Iteration 36Q: 3 clusters Score -5382224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5382235.000000 Penalty: 3468.610107
	Iteration 37Q: 3 clusters Score -5382235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5382243.000000 Penalty: 3468.610107
	Iteration 38Q: 3 clusters Score -5382243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5382247.500000 Penalty: 3468.610107
	Iteration 39Q: 3 clusters Score -5382248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5382249.500000 Penalty: 3468.610107
	Iteration 40F: 3 clusters Score -5382250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5382252.000000 Penalty: 3468.610107
	Iteration 41Q: 3 clusters Score -5382252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5382262.500000 Penalty: 3468.610107
	Iteration 42Q: 3 clusters Score -5382262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5382269.000000 Penalty: 3468.610107
	Iteration 43Q: 3 clusters Score -5382269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5382265.500000 Penalty: 3468.610107
	Iteration 44Q: 3 clusters Score -5382266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5382262.000000 Penalty: 3468.610107
	Iteration 45Q: 3 clusters Score -5382262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5382258.000000 Penalty: 3468.610107
	Iteration 46Q: 3 clusters Score -5382258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5382262.500000 Penalty: 3468.610107
	Iteration 47Q: 3 clusters Score -5382262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5382263.000000 Penalty: 3468.610107
	Iteration 48Q: 3 clusters Score -5382263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5382262.000000 Penalty: 3468.610107
	Iteration 49Q: 3 clusters Score -5382262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5382265.500000 Penalty: 3468.610107
	Iteration 50Q: 3 clusters Score -5382266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5382265.500000 Penalty: 3468.610107
	Iteration 51F: 3 clusters Score -5382266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 88502 members 
Mstep: Class 2 contains 981 members 
Mstep: Class 3 contains 3470 members 
Mstep: Class 4 contains 33054 members 
Mstep: Class 5 contains 12377 members 
Mstep: Class 6 contains 30964 members 
Mstep: Class 7 contains 64241 members 
Mstep: Class 8 contains 87685 members 
Mstep: Class 9 contains 86300 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 14 contains 1672 members 
Mstep: Class 18 contains 94309 members 
Mstep: Class 19 contains 73457 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 43159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75548848.000000 Penalty: 32515.083984
Iteration 79Q: 16 clusters Score -7.554885e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 89707 members 
Mstep: Class 2 contains 981 members 
Mstep: Class 3 contains 3471 members 
Mstep: Class 4 contains 32925 members 
Mstep: Class 5 contains 12305 members 
Mstep: Class 6 contains 30938 members 
Mstep: Class 7 contains 63989 members 
Mstep: Class 8 contains 87018 members 
Mstep: Class 9 contains 86165 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 14 contains 1640 members 
Mstep: Class 18 contains 94436 members 
Mstep: Class 19 contains 73608 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 42989 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 16 clusters Score -7.554914e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 91035 members 
Mstep: Class 2 contains 982 members 
Mstep: Class 3 contains 3471 members 
Mstep: Class 4 contains 32818 members 
Mstep: Class 5 contains 12231 members 
Mstep: Class 6 contains 30931 members 
Mstep: Class 7 contains 63835 members 
Mstep: Class 8 contains 86031 members 
Mstep: Class 9 contains 86040 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 14 contains 1623 members 
Mstep: Class 18 contains 94580 members 
Mstep: Class 19 contains 73768 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 42828 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 16 clusters Score -7.554912e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 92435 members 
Mstep: Class 2 contains 982 members 
Mstep: Class 3 contains 3466 members 
Mstep: Class 4 contains 32696 members 
Mstep: Class 5 contains 12154 members 
Mstep: Class 6 contains 30944 members 
Mstep: Class 7 contains 63778 members 
Mstep: Class 8 contains 84852 members 
Mstep: Class 9 contains 85930 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 14 contains 1600 members 
Mstep: Class 18 contains 94722 members 
Mstep: Class 19 contains 73919 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 42694 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 16 clusters Score -7.554857e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93764 members 
Mstep: Class 2 contains 982 members 
Mstep: Class 3 contains 3461 members 
Mstep: Class 4 contains 32580 members 
Mstep: Class 5 contains 12088 members 
Mstep: Class 6 contains 30960 members 
Mstep: Class 7 contains 63854 members 
Mstep: Class 8 contains 83524 members 
Mstep: Class 9 contains 85883 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 14 contains 1578 members 
Mstep: Class 18 contains 94865 members 
Mstep: Class 19 contains 74075 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 42558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75548464.000000 Penalty: 32515.083984
Iteration 83Q: 16 clusters Score -7.554846e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 94788 members 
Mstep: Class 2 contains 982 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 32497 members 
Mstep: Class 5 contains 12021 members 
Mstep: Class 6 contains 30971 members 
Mstep: Class 7 contains 64044 members 
Mstep: Class 8 contains 82154 members 
Mstep: Class 9 contains 85890 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 14 contains 1551 members 
Mstep: Class 18 contains 95036 members 
Mstep: Class 19 contains 74334 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 42455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75548104.000000 Penalty: 32515.083984
Iteration 84Q: 16 clusters Score -7.55481e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95685 members 
Mstep: Class 2 contains 980 members 
Mstep: Class 3 contains 3421 members 
Mstep: Class 4 contains 32447 members 
Mstep: Class 5 contains 11949 members 
Mstep: Class 6 contains 30997 members 
Mstep: Class 7 contains 64325 members 
Mstep: Class 8 contains 80764 members 
Mstep: Class 9 contains 85872 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 14 contains 1529 members 
Mstep: Class 18 contains 95232 members 
Mstep: Class 19 contains 74594 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 42375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75547160.000000 Penalty: 32515.083984
Iteration 85Q: 16 clusters Score -7.554716e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 96466 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 32388 members 
Mstep: Class 5 contains 11879 members 
Mstep: Class 6 contains 31047 members 
Mstep: Class 7 contains 64702 members 
Mstep: Class 8 contains 79351 members 
Mstep: Class 9 contains 85909 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 18 contains 95344 members 
Mstep: Class 19 contains 74848 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 42340 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 16 clusters Score -7.554699e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 96997 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 32317 members 
Mstep: Class 5 contains 11809 members 
Mstep: Class 6 contains 31136 members 
Mstep: Class 7 contains 65121 members 
Mstep: Class 8 contains 78014 members 
Mstep: Class 9 contains 85963 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 18 contains 95477 members 
Mstep: Class 19 contains 75122 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 42349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75546432.000000 Penalty: 32515.083984
Iteration 87Q: 16 clusters Score -7.554643e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 97231 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 32251 members 
Mstep: Class 5 contains 11747 members 
Mstep: Class 6 contains 31263 members 
Mstep: Class 7 contains 65531 members 
Mstep: Class 8 contains 76849 members 
Mstep: Class 9 contains 86040 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 14 contains 1455 members 
Mstep: Class 18 contains 95640 members 
Mstep: Class 19 contains 75381 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 42405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75545968.000000 Penalty: 32515.083984
Iteration 88Q: 16 clusters Score -7.554597e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 97187 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 32203 members 
Mstep: Class 5 contains 11706 members 
Mstep: Class 6 contains 31360 members 
Mstep: Class 7 contains 65890 members 
Mstep: Class 8 contains 75793 members 
Mstep: Class 9 contains 86126 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 14 contains 1445 members 
Mstep: Class 18 contains 95885 members 
Mstep: Class 19 contains 75650 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 42545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75545352.000000 Penalty: 32515.083984
Iteration 89Q: 16 clusters Score -7.554535e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 96876 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 32185 members 
Mstep: Class 5 contains 11658 members 
Mstep: Class 6 contains 31466 members 
Mstep: Class 7 contains 66183 members 
Mstep: Class 8 contains 75071 members 
Mstep: Class 9 contains 86174 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 18 contains 96116 members 
Mstep: Class 19 contains 75915 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 42712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75545120.000000 Penalty: 32515.083984
Iteration 90Q: 16 clusters Score -7.554512e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 96301 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 32153 members 
Mstep: Class 5 contains 11604 members 
Mstep: Class 6 contains 31530 members 
Mstep: Class 7 contains 66348 members 
Mstep: Class 8 contains 74835 members 
Mstep: Class 9 contains 86194 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 14 contains 1433 members 
Mstep: Class 18 contains 96331 members 
Mstep: Class 19 contains 76169 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 42891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75544904.000000 Penalty: 32515.083984
Iteration 91Q: 16 clusters Score -7.55449e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95566 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 32139 members 
Mstep: Class 5 contains 11545 members 
Mstep: Class 6 contains 31593 members 
Mstep: Class 7 contains 66362 members 
Mstep: Class 8 contains 74890 members 
Mstep: Class 9 contains 86240 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 14 contains 1430 members 
Mstep: Class 18 contains 96528 members 
Mstep: Class 19 contains 76413 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 43088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75544688.000000 Penalty: 32515.083984
Iteration 92Q: 16 clusters Score -7.554469e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 94769 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 32119 members 
Mstep: Class 5 contains 11479 members 
Mstep: Class 6 contains 31664 members 
Mstep: Class 7 contains 66230 members 
Mstep: Class 8 contains 75187 members 
Mstep: Class 9 contains 86293 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 14 contains 1433 members 
Mstep: Class 18 contains 96704 members 
Mstep: Class 19 contains 76638 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 43277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75544736.000000 Penalty: 32515.083984
Iteration 93Q: 16 clusters Score -7.554474e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93948 members 
Mstep: Class 2 contains 978 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 32138 members 
Mstep: Class 5 contains 11417 members 
Mstep: Class 6 contains 31696 members 
Mstep: Class 7 contains 66015 members 
Mstep: Class 8 contains 75632 members 
Mstep: Class 9 contains 86351 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 18 contains 96858 members 
Mstep: Class 19 contains 76871 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 43432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75544552.000000 Penalty: 32515.083984
Iteration 94Q: 16 clusters Score -7.554455e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 93185 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 32120 members 
Mstep: Class 5 contains 11366 members 
Mstep: Class 6 contains 31738 members 
Mstep: Class 7 contains 65780 members 
Mstep: Class 8 contains 76183 members 
Mstep: Class 9 contains 86421 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 14 contains 1449 members 
Mstep: Class 18 contains 96886 members 
Mstep: Class 19 contains 77077 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 43606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75544624.000000 Penalty: 32515.083984
Iteration 95Q: 16 clusters Score -7.554462e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 92514 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 32119 members 
Mstep: Class 5 contains 11306 members 
Mstep: Class 6 contains 31774 members 
Mstep: Class 7 contains 65472 members 
Mstep: Class 8 contains 76796 members 
Mstep: Class 9 contains 86474 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 18 contains 96914 members 
Mstep: Class 19 contains 77239 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 43742 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 16 clusters Score -7.554444e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 91864 members 
Mstep: Class 2 contains 971 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 32138 members 
Mstep: Class 5 contains 11236 members 
Mstep: Class 6 contains 31831 members 
Mstep: Class 7 contains 65143 members 
Mstep: Class 8 contains 77392 members 
Mstep: Class 9 contains 86511 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 14 contains 1463 members 
Mstep: Class 18 contains 96930 members 
Mstep: Class 19 contains 77394 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 43890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75544288.000000 Penalty: 32515.083984
Iteration 97Q: 16 clusters Score -7.554429e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 969 members 
Mstep: Class 3 contains 3426 members 
Mstep: Class 4 contains 32165 members 
Mstep: Class 5 contains 11185 members 
Mstep: Class 6 contains 31875 members 
Mstep: Class 7 contains 64807 members 
Mstep: Class 8 contains 77996 members 
Mstep: Class 9 contains 86548 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 14 contains 1466 members 
Mstep: Class 18 contains 96943 members 
Mstep: Class 19 contains 77572 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 44024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75544200.000000 Penalty: 32515.083984
Iteration 98Q: 16 clusters Score -7.55442e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 32207 members 
Mstep: Class 5 contains 11139 members 
Mstep: Class 6 contains 31900 members 
Mstep: Class 7 contains 64448 members 
Mstep: Class 8 contains 78598 members 
Mstep: Class 9 contains 86612 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 18 contains 96886 members 
Mstep: Class 19 contains 77750 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 44185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75543960.000000 Penalty: 32515.083984
Iteration 99Q: 16 clusters Score -7.554396e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 89899 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 3 contains 3442 members 
Mstep: Class 4 contains 32261 members 
Mstep: Class 5 contains 11096 members 
Mstep: Class 6 contains 31950 members 
Mstep: Class 7 contains 64082 members 
Mstep: Class 8 contains 79239 members 
Mstep: Class 9 contains 86655 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 14 contains 1480 members 
Mstep: Class 18 contains 96833 members 
Mstep: Class 19 contains 77914 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 44353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75543984.000000 Penalty: 32515.083984
Iteration 100F: 16 clusters Score -7.554398e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 89109 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 3 contains 3433 members 
Mstep: Class 4 contains 32344 members 
Mstep: Class 5 contains 11047 members 
Mstep: Class 6 contains 31988 members 
Mstep: Class 7 contains 63743 members 
Mstep: Class 8 contains 79915 members 
Mstep: Class 9 contains 86696 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 14 contains 1482 members 
Mstep: Class 18 contains 96777 members 
Mstep: Class 19 contains 78127 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 44541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75543832.000000 Penalty: 32515.083984
Iteration 101Q: 16 clusters Score -7.554383e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 88414 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 3 contains 3434 members 
Mstep: Class 4 contains 32397 members 
Mstep: Class 5 contains 11007 members 
Mstep: Class 6 contains 32022 members 
Mstep: Class 7 contains 63424 members 
Mstep: Class 8 contains 80544 members 
Mstep: Class 9 contains 86724 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 18 contains 96708 members 
Mstep: Class 19 contains 78328 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 44704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75543800.000000 Penalty: 32515.083984
Iteration 102Q: 16 clusters Score -7.55438e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 87887 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 3 contains 3435 members 
Mstep: Class 4 contains 32463 members 
Mstep: Class 5 contains 10971 members 
Mstep: Class 6 contains 32067 members 
Mstep: Class 7 contains 63089 members 
Mstep: Class 8 contains 81128 members 
Mstep: Class 9 contains 86704 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 18 contains 96656 members 
Mstep: Class 19 contains 78447 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 44859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75543648.000000 Penalty: 32515.083984
Iteration 103Q: 16 clusters Score -7.554365e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 87298 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 4 contains 32523 members 
Mstep: Class 5 contains 10932 members 
Mstep: Class 6 contains 32128 members 
Mstep: Class 7 contains 62768 members 
Mstep: Class 8 contains 81702 members 
Mstep: Class 9 contains 86687 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 18 contains 96636 members 
Mstep: Class 19 contains 78566 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 45037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75543256.000000 Penalty: 32515.083984
Iteration 104Q: 16 clusters Score -7.554326e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86733 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 32567 members 
Mstep: Class 5 contains 10897 members 
Mstep: Class 6 contains 32196 members 
Mstep: Class 7 contains 62510 members 
Mstep: Class 8 contains 82229 members 
Mstep: Class 9 contains 86647 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 18 contains 96584 members 
Mstep: Class 19 contains 78686 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 45232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75542968.000000 Penalty: 32515.083984
Iteration 105Q: 16 clusters Score -7.554297e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86118 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 32634 members 
Mstep: Class 5 contains 10855 members 
Mstep: Class 6 contains 32281 members 
Mstep: Class 7 contains 62308 members 
Mstep: Class 8 contains 82721 members 
Mstep: Class 9 contains 86659 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 18 contains 96475 members 
Mstep: Class 19 contains 78805 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 45436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75543096.000000 Penalty: 32515.083984
Iteration 106Q: 16 clusters Score -7.55431e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 32682 members 
Mstep: Class 5 contains 10805 members 
Mstep: Class 6 contains 32359 members 
Mstep: Class 7 contains 62149 members 
Mstep: Class 8 contains 83177 members 
Mstep: Class 9 contains 86652 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 18 contains 96344 members 
Mstep: Class 19 contains 78909 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 45631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75542760.000000 Penalty: 32515.083984
Iteration 107Q: 16 clusters Score -7.554276e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85153 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 32699 members 
Mstep: Class 5 contains 10759 members 
Mstep: Class 6 contains 32457 members 
Mstep: Class 7 contains 61993 members 
Mstep: Class 8 contains 83531 members 
Mstep: Class 9 contains 86618 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 14 contains 1500 members 
Mstep: Class 18 contains 96223 members 
Mstep: Class 19 contains 79046 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 45835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75542384.000000 Penalty: 32515.083984
Iteration 108Q: 16 clusters Score -7.554238e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84790 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 32702 members 
Mstep: Class 5 contains 10722 members 
Mstep: Class 6 contains 32559 members 
Mstep: Class 7 contains 61896 members 
Mstep: Class 8 contains 83831 members 
Mstep: Class 9 contains 86565 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 18 contains 96084 members 
Mstep: Class 19 contains 79168 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 46015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75542392.000000 Penalty: 32515.083984
Iteration 109Q: 16 clusters Score -7.554239e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84512 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 32711 members 
Mstep: Class 5 contains 10680 members 
Mstep: Class 6 contains 32655 members 
Mstep: Class 7 contains 61856 members 
Mstep: Class 8 contains 84068 members 
Mstep: Class 9 contains 86503 members 
Mstep: Class 12 contains 732 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 18 contains 95928 members 
Mstep: Class 19 contains 79257 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 46185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75542016.000000 Penalty: 32515.083984
Iteration 110Q: 16 clusters Score -7.554202e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84223 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 3 contains 3366 members 
Mstep: Class 4 contains 32685 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 6 contains 32774 members 
Mstep: Class 7 contains 61826 members 
Mstep: Class 8 contains 84278 members 
Mstep: Class 9 contains 86464 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 14 contains 1492 members 
Mstep: Class 18 contains 95747 members 
Mstep: Class 19 contains 79377 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 46352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75541864.000000 Penalty: 32515.083984
Iteration 111Q: 16 clusters Score -7.554186e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 3 contains 3356 members 
Mstep: Class 4 contains 32665 members 
Mstep: Class 5 contains 10596 members 
Mstep: Class 6 contains 32862 members 
Mstep: Class 7 contains 61811 members 
Mstep: Class 8 contains 84399 members 
Mstep: Class 9 contains 86435 members 
Mstep: Class 12 contains 725 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 18 contains 95550 members 
Mstep: Class 19 contains 79493 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 46526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75541760.000000 Penalty: 32515.083984
Iteration 112Q: 16 clusters Score -7.554176e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83927 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 32617 members 
Mstep: Class 5 contains 10552 members 
Mstep: Class 6 contains 32964 members 
Mstep: Class 7 contains 61806 members 
Mstep: Class 8 contains 84472 members 
Mstep: Class 9 contains 86393 members 
Mstep: Class 12 contains 722 members 
Mstep: Class 14 contains 1503 members 
Mstep: Class 18 contains 95334 members 
Mstep: Class 19 contains 79604 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 46709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75541496.000000 Penalty: 32515.083984
Iteration 113Q: 16 clusters Score -7.55415e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 961 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 32561 members 
Mstep: Class 5 contains 10508 members 
Mstep: Class 6 contains 33043 members 
Mstep: Class 7 contains 61794 members 
Mstep: Class 8 contains 84520 members 
Mstep: Class 9 contains 86326 members 
Mstep: Class 12 contains 723 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 18 contains 95143 members 
Mstep: Class 19 contains 79730 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 46903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75541296.000000 Penalty: 32515.083984
Iteration 114Q: 16 clusters Score -7.55413e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83741 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 3337 members 
Mstep: Class 4 contains 32487 members 
Mstep: Class 5 contains 10463 members 
Mstep: Class 6 contains 33124 members 
Mstep: Class 7 contains 61801 members 
Mstep: Class 8 contains 84588 members 
Mstep: Class 9 contains 86256 members 
Mstep: Class 12 contains 720 members 
Mstep: Class 14 contains 1504 members 
Mstep: Class 18 contains 94985 members 
Mstep: Class 19 contains 79836 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75541336.000000 Penalty: 32515.083984
Iteration 115Q: 16 clusters Score -7.554134e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 965 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 4 contains 32415 members 
Mstep: Class 5 contains 10420 members 
Mstep: Class 6 contains 33194 members 
Mstep: Class 7 contains 61811 members 
Mstep: Class 8 contains 84643 members 
Mstep: Class 9 contains 86175 members 
Mstep: Class 12 contains 719 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 18 contains 94835 members 
Mstep: Class 19 contains 79939 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75541200.000000 Penalty: 32515.083984
Iteration 116Q: 16 clusters Score -7.55412e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83559 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 4 contains 32342 members 
Mstep: Class 5 contains 10378 members 
Mstep: Class 6 contains 33265 members 
Mstep: Class 7 contains 61871 members 
Mstep: Class 8 contains 84626 members 
Mstep: Class 9 contains 86083 members 
Mstep: Class 12 contains 717 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 18 contains 94687 members 
Mstep: Class 19 contains 80064 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75541088.000000 Penalty: 32515.083984
Iteration 117Q: 16 clusters Score -7.554109e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 3331 members 
Mstep: Class 4 contains 32260 members 
Mstep: Class 5 contains 10329 members 
Mstep: Class 6 contains 33354 members 
Mstep: Class 7 contains 61928 members 
Mstep: Class 8 contains 84583 members 
Mstep: Class 9 contains 85960 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 14 contains 1502 members 
Mstep: Class 18 contains 94595 members 
Mstep: Class 19 contains 80190 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75540696.000000 Penalty: 32515.083984
Iteration 118Q: 16 clusters Score -7.55407e+07 nChanged 2717
Entering ConstructFrom: 
Score: -75540696.000000 Penalty: 32515.083984
Entering ConstructFrom: 
Trying to split cluster 1 (83353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83353 members 
Entering Unmasked Estep 
Score: -10374552.000000 Penalty: 1841.261475
	Iteration 0F: 2 clusters Score -1.037455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -10321608.000000 Penalty: 3682.522949
	Iteration 0F: 3 clusters Score -1.032161e+07 nChanged 39413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -10344147.000000 Penalty: 3682.522949
	Iteration 1F: 3 clusters Score -1.034415e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -10344772.000000 Penalty: 3682.522949
	Iteration 2Q: 3 clusters Score -1.034477e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -10345498.000000 Penalty: 3682.522949
	Iteration 3Q: 3 clusters Score -1.03455e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -10346492.000000 Penalty: 3682.522949
	Iteration 4Q: 3 clusters Score -1.034649e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -10348188.000000 Penalty: 3682.522949
	Iteration 5Q: 3 clusters Score -1.034819e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -10351344.000000 Penalty: 3682.522949
	Iteration 6F: 3 clusters Score -1.035134e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -10356016.000000 Penalty: 3682.522949
	Iteration 7F: 3 clusters Score -1.035602e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -10361539.000000 Penalty: 3682.522949
	Iteration 8F: 3 clusters Score -1.036154e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 65388 members 
Entering Unmasked Estep 
Score: -10366058.000000 Penalty: 3682.522949
	Iteration 9F: 3 clusters Score -1.036606e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -10368624.000000 Penalty: 3682.522949
	Iteration 10Q: 3 clusters Score -1.036862e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -10369587.000000 Penalty: 3682.522949
	Iteration 11Q: 3 clusters Score -1.036959e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 67895 members 
Entering Unmasked Estep 
Score: -10369970.000000 Penalty: 3682.522949
	Iteration 12Q: 3 clusters Score -1.036997e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -10370265.000000 Penalty: 3682.522949
	Iteration 13Q: 3 clusters Score -1.037026e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
Score: -10370456.000000 Penalty: 3682.522949
	Iteration 14Q: 3 clusters Score -1.037046e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 68691 members 
Entering Unmasked Estep 
Score: -10370688.000000 Penalty: 3682.522949
	Iteration 15Q: 3 clusters Score -1.037069e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -10370829.000000 Penalty: 3682.522949
	Iteration 16Q: 3 clusters Score -1.037083e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 69181 members 
Entering Unmasked Estep 
Score: -10370950.000000 Penalty: 3682.522949
	Iteration 17Q: 3 clusters Score -1.037095e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 69481 members 
Entering Unmasked Estep 
Score: -10371143.000000 Penalty: 3682.522949
	Iteration 18Q: 3 clusters Score -1.037114e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -10371388.000000 Penalty: 3682.522949
	Iteration 19Q: 3 clusters Score -1.037139e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
Score: -10371519.000000 Penalty: 3682.522949
	Iteration 20F: 3 clusters Score -1.037152e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
Score: -10371760.000000 Penalty: 3682.522949
	Iteration 21Q: 3 clusters Score -1.037176e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 71548 members 
Entering Unmasked Estep 
Score: -10372058.000000 Penalty: 3682.522949
	Iteration 22Q: 3 clusters Score -1.037206e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 72350 members 
Entering Unmasked Estep 
Score: -10372356.000000 Penalty: 3682.522949
	Iteration 23Q: 3 clusters Score -1.037236e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 73286 members 
Entering Unmasked Estep 
Score: -10372548.000000 Penalty: 3682.522949
	Iteration 24Q: 3 clusters Score -1.037255e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 74336 members 
Entering Unmasked Estep 
Score: -10372771.000000 Penalty: 3682.522949
	Iteration 25Q: 3 clusters Score -1.037277e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -10373004.000000 Penalty: 3682.522949
	Iteration 26Q: 3 clusters Score -1.0373e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 76711 members 
Entering Unmasked Estep 
Score: -10373122.000000 Penalty: 3682.522949
	Iteration 27Q: 3 clusters Score -1.037312e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 77888 members 
Entering Unmasked Estep 
Score: -10373284.000000 Penalty: 3682.522949
	Iteration 28Q: 3 clusters Score -1.037328e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 79057 members 
Entering Unmasked Estep 
Score: -10373374.000000 Penalty: 3682.522949
	Iteration 29Q: 3 clusters Score -1.037337e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 80106 members 
Entering Unmasked Estep 
Score: -10373392.000000 Penalty: 3682.522949
	Iteration 30Q: 3 clusters Score -1.037339e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 80964 members 
Entering Unmasked Estep 
Score: -10373405.000000 Penalty: 3682.522949
	Iteration 31Q: 3 clusters Score -1.03734e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 81608 members 
Entering Unmasked Estep 
Score: -10373345.000000 Penalty: 3682.522949
	Iteration 32Q: 3 clusters Score -1.037334e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
Score: -10373300.000000 Penalty: 3682.522949
	Iteration 33Q: 3 clusters Score -1.03733e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 82429 members 
Entering Unmasked Estep 
Score: -10373255.000000 Penalty: 3682.522949
	Iteration 34Q: 3 clusters Score -1.037326e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 82639 members 
Entering Unmasked Estep 
Score: -10373241.000000 Penalty: 3682.522949
	Iteration 35Q: 3 clusters Score -1.037324e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 82769 members 
Entering Unmasked Estep 
Score: -10373225.000000 Penalty: 3682.522949
	Iteration 36Q: 3 clusters Score -1.037322e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 82850 members 
Entering Unmasked Estep 
Score: -10373202.000000 Penalty: 3682.522949
	Iteration 37Q: 3 clusters Score -1.03732e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 82891 members 
Entering Unmasked Estep 
Score: -10373181.000000 Penalty: 3682.522949
	Iteration 38Q: 3 clusters Score -1.037318e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 82912 members 
Entering Unmasked Estep 
Score: -10373178.000000 Penalty: 3682.522949
	Iteration 39Q: 3 clusters Score -1.037318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 82924 members 
Entering Unmasked Estep 
Score: -10373197.000000 Penalty: 3682.522949
	Iteration 40F: 3 clusters Score -1.03732e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -10373161.000000 Penalty: 3682.522949
	Iteration 41Q: 3 clusters Score -1.037316e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 83021 members 
Entering Unmasked Estep 
Score: -10373165.000000 Penalty: 3682.522949
	Iteration 42Q: 3 clusters Score -1.037316e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
Score: -10373155.000000 Penalty: 3682.522949
	Iteration 43Q: 3 clusters Score -1.037316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 83056 members 
Entering Unmasked Estep 
Score: -10373168.000000 Penalty: 3682.522949
	Iteration 44Q: 3 clusters Score -1.037317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 83063 members 
Entering Unmasked Estep 
Score: -10373161.000000 Penalty: 3682.522949
	Iteration 45Q: 3 clusters Score -1.037316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 83071 members 
Entering Unmasked Estep 
Score: -10373158.000000 Penalty: 3682.522949
	Iteration 46Q: 3 clusters Score -1.037316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 83076 members 
Entering Unmasked Estep 
Score: -10373165.000000 Penalty: 3682.522949
	Iteration 47Q: 3 clusters Score -1.037316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -10373160.000000 Penalty: 3682.522949
	Iteration 48Q: 3 clusters Score -1.037316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 83083 members 
Entering Unmasked Estep 
Score: -10373168.000000 Penalty: 3682.522949
	Iteration 49Q: 3 clusters Score -1.037317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -10373171.000000 Penalty: 3682.522949
	Iteration 50Q: 3 clusters Score -1.037317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -10373171.000000 Penalty: 3682.522949
	Iteration 51F: 3 clusters Score -1.037317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -107197.609375 Penalty: 1117.728027
	Iteration 0F: 2 clusters Score -107197.6 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 451 members 
Entering Unmasked Estep 
Score: -105808.992188 Penalty: 2235.456055
	Iteration 0F: 3 clusters Score -105809 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -106136.750000 Penalty: 2235.456055
	Iteration 1F: 3 clusters Score -106136.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -106253.742188 Penalty: 2235.456055
	Iteration 2F: 3 clusters Score -106253.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -106320.625000 Penalty: 2235.456055
	Iteration 3Q: 3 clusters Score -106320.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -106388.281250 Penalty: 2235.456055
	Iteration 4Q: 3 clusters Score -106388.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -106453.148438 Penalty: 2235.456055
	Iteration 5Q: 3 clusters Score -106453.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -106500.187500 Penalty: 2235.456055
	Iteration 6Q: 3 clusters Score -106500.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -106555.734375 Penalty: 2235.456055
	Iteration 7Q: 3 clusters Score -106555.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -106606.187500 Penalty: 2235.456055
	Iteration 8Q: 3 clusters Score -106606.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -106665.398438 Penalty: 2235.456055
	Iteration 9Q: 3 clusters Score -106665.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -106695.281250 Penalty: 2235.456055
	Iteration 10Q: 3 clusters Score -106695.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -106733.765625 Penalty: 2235.456055
	Iteration 11Q: 3 clusters Score -106733.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -106801.687500 Penalty: 2235.456055
	Iteration 12Q: 3 clusters Score -106801.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -106894.671875 Penalty: 2235.456055
	Iteration 13Q: 3 clusters Score -106894.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -106977.070312 Penalty: 2235.456055
	Iteration 14Q: 3 clusters Score -106977.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -107030.601562 Penalty: 2235.456055
	Iteration 15Q: 3 clusters Score -107030.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -107067.640625 Penalty: 2235.456055
	Iteration 16Q: 3 clusters Score -107067.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -107110.398438 Penalty: 2235.456055
	Iteration 17Q: 3 clusters Score -107110.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -107118.226562 Penalty: 2235.456055
	Iteration 18Q: 3 clusters Score -107118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -107122.617188 Penalty: 2235.456055
	Iteration 19Q: 3 clusters Score -107122.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -107126.140625 Penalty: 2235.456055
	Iteration 20F: 3 clusters Score -107126.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -107128.804688 Penalty: 2235.456055
	Iteration 21Q: 3 clusters Score -107128.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -107128.804688 Penalty: 2235.456055
	Iteration 22F: 3 clusters Score -107128.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Entering Unmasked Estep 
Score: -411565.531250 Penalty: 1318.577759
	Iteration 0F: 2 clusters Score -411565.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -408626.750000 Penalty: 2637.155518
	Iteration 0F: 3 clusters Score -408626.8 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -409370.000000 Penalty: 2637.155518
	Iteration 1F: 3 clusters Score -409370 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -409531.687500 Penalty: 2637.155518
	Iteration 2F: 3 clusters Score -409531.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -409631.625000 Penalty: 2637.155518
	Iteration 3Q: 3 clusters Score -409631.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -409700.843750 Penalty: 2637.155518
	Iteration 4Q: 3 clusters Score -409700.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -409761.343750 Penalty: 2637.155518
	Iteration 5Q: 3 clusters Score -409761.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -409809.718750 Penalty: 2637.155518
	Iteration 6Q: 3 clusters Score -409809.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -409842.781250 Penalty: 2637.155518
	Iteration 7Q: 3 clusters Score -409842.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -409875.375000 Penalty: 2637.155518
	Iteration 8Q: 3 clusters Score -409875.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -409915.062500 Penalty: 2637.155518
	Iteration 9Q: 3 clusters Score -409915.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -409955.437500 Penalty: 2637.155518
	Iteration 10Q: 3 clusters Score -409955.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -409998.125000 Penalty: 2637.155518
	Iteration 11Q: 3 clusters Score -409998.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -410041.812500 Penalty: 2637.155518
	Iteration 12Q: 3 clusters Score -410041.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -410095.312500 Penalty: 2637.155518
	Iteration 13Q: 3 clusters Score -410095.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -410148.437500 Penalty: 2637.155518
	Iteration 14Q: 3 clusters Score -410148.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -410193.781250 Penalty: 2637.155518
	Iteration 15Q: 3 clusters Score -410193.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -410226.750000 Penalty: 2637.155518
	Iteration 16Q: 3 clusters Score -410226.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -410250.187500 Penalty: 2637.155518
	Iteration 17Q: 3 clusters Score -410250.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -410275.781250 Penalty: 2637.155518
	Iteration 18Q: 3 clusters Score -410275.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -410292.625000 Penalty: 2637.155518
	Iteration 19Q: 3 clusters Score -410292.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -410302.625000 Penalty: 2637.155518
	Iteration 20F: 3 clusters Score -410302.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -410314.000000 Penalty: 2637.155518
	Iteration 21Q: 3 clusters Score -410314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -410321.562500 Penalty: 2637.155518
	Iteration 22Q: 3 clusters Score -410321.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -410329.218750 Penalty: 2637.155518
	Iteration 23Q: 3 clusters Score -410329.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -410332.375000 Penalty: 2637.155518
	Iteration 24Q: 3 clusters Score -410332.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -410336.062500 Penalty: 2637.155518
	Iteration 25Q: 3 clusters Score -410336.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -410343.968750 Penalty: 2637.155518
	Iteration 26Q: 3 clusters Score -410344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -410347.187500 Penalty: 2637.155518
	Iteration 27Q: 3 clusters Score -410347.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -410349.093750 Penalty: 2637.155518
	Iteration 28Q: 3 clusters Score -410349.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -410349.500000 Penalty: 2637.155518
	Iteration 29Q: 3 clusters Score -410349.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -410349.500000 Penalty: 2637.155518
	Iteration 30F: 3 clusters Score -410349.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Entering Unmasked Estep 
Score: -3914482.250000 Penalty: 1686.553345
	Iteration 0F: 2 clusters Score -3914482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -3892750.250000 Penalty: 3373.106689
	Iteration 0F: 3 clusters Score -3892750 nChanged 14850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -3900947.750000 Penalty: 3373.106689
	Iteration 1F: 3 clusters Score -3900948 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3901358.000000 Penalty: 3373.106689
	Iteration 2Q: 3 clusters Score -3901358 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3901946.500000 Penalty: 3373.106689
	Iteration 3Q: 3 clusters Score -3901946 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -3902729.000000 Penalty: 3373.106689
	Iteration 4Q: 3 clusters Score -3902729 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3903942.750000 Penalty: 3373.106689
	Iteration 5F: 3 clusters Score -3903943 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -3905597.250000 Penalty: 3373.106689
	Iteration 6F: 3 clusters Score -3905597 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -3907652.500000 Penalty: 3373.106689
	Iteration 7F: 3 clusters Score -3907652 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -3909574.250000 Penalty: 3373.106689
	Iteration 8F: 3 clusters Score -3909574 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3911006.000000 Penalty: 3373.106689
	Iteration 9Q: 3 clusters Score -3911006 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3911898.500000 Penalty: 3373.106689
	Iteration 10Q: 3 clusters Score -3911898 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3912421.500000 Penalty: 3373.106689
	Iteration 11Q: 3 clusters Score -3912422 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3912676.250000 Penalty: 3373.106689
	Iteration 12Q: 3 clusters Score -3912676 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3912827.000000 Penalty: 3373.106689
	Iteration 13Q: 3 clusters Score -3912827 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3912894.750000 Penalty: 3373.106689
	Iteration 14Q: 3 clusters Score -3912895 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3912952.500000 Penalty: 3373.106689
	Iteration 15Q: 3 clusters Score -3912952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3912987.000000 Penalty: 3373.106689
	Iteration 16Q: 3 clusters Score -3912987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3913011.750000 Penalty: 3373.106689
	Iteration 17Q: 3 clusters Score -3913012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3913029.500000 Penalty: 3373.106689
	Iteration 18Q: 3 clusters Score -3913030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3913033.750000 Penalty: 3373.106689
	Iteration 19Q: 3 clusters Score -3913034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3913040.500000 Penalty: 3373.106689
	Iteration 20F: 3 clusters Score -3913040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3913050.500000 Penalty: 3373.106689
	Iteration 21Q: 3 clusters Score -3913050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3913054.750000 Penalty: 3373.106689
	Iteration 22Q: 3 clusters Score -3913055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3913056.500000 Penalty: 3373.106689
	Iteration 23Q: 3 clusters Score -3913056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3913055.750000 Penalty: 3373.106689
	Iteration 24Q: 3 clusters Score -3913056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3913055.750000 Penalty: 3373.106689
	Iteration 25F: 3 clusters Score -3913056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Entering Unmasked Estep 
Score: -1224114.125000 Penalty: 1501.294189
	Iteration 0F: 2 clusters Score -1224114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1216797.500000 Penalty: 3002.588379
	Iteration 0F: 3 clusters Score -1216798 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1219235.250000 Penalty: 3002.588379
	Iteration 1F: 3 clusters Score -1219235 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1219517.000000 Penalty: 3002.588379
	Iteration 2F: 3 clusters Score -1219517 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1219780.750000 Penalty: 3002.588379
	Iteration 3Q: 3 clusters Score -1219781 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1220067.125000 Penalty: 3002.588379
	Iteration 4Q: 3 clusters Score -1220067 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1220413.000000 Penalty: 3002.588379
	Iteration 5Q: 3 clusters Score -1220413 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1220847.500000 Penalty: 3002.588379
	Iteration 6F: 3 clusters Score -1220848 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1221397.000000 Penalty: 3002.588379
	Iteration 7F: 3 clusters Score -1221397 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1221917.375000 Penalty: 3002.588379
	Iteration 8F: 3 clusters Score -1221917 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1222334.750000 Penalty: 3002.588379
	Iteration 9F: 3 clusters Score -1222335 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1222624.375000 Penalty: 3002.588379
	Iteration 10Q: 3 clusters Score -1222624 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1222792.875000 Penalty: 3002.588379
	Iteration 11Q: 3 clusters Score -1222793 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1222879.625000 Penalty: 3002.588379
	Iteration 12Q: 3 clusters Score -1222880 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1222942.375000 Penalty: 3002.588379
	Iteration 13Q: 3 clusters Score -1222942 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1222977.125000 Penalty: 3002.588379
	Iteration 14Q: 3 clusters Score -1222977 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1222997.500000 Penalty: 3002.588379
	Iteration 15Q: 3 clusters Score -1222998 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1223015.750000 Penalty: 3002.588379
	Iteration 16Q: 3 clusters Score -1223016 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1223030.000000 Penalty: 3002.588379
	Iteration 17Q: 3 clusters Score -1223030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1223039.625000 Penalty: 3002.588379
	Iteration 18Q: 3 clusters Score -1223040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1223043.375000 Penalty: 3002.588379
	Iteration 19Q: 3 clusters Score -1223043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1223051.250000 Penalty: 3002.588379
	Iteration 20F: 3 clusters Score -1223051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1223055.625000 Penalty: 3002.588379
	Iteration 21Q: 3 clusters Score -1223056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1223055.125000 Penalty: 3002.588379
	Iteration 22Q: 3 clusters Score -1223055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1223057.250000 Penalty: 3002.588379
	Iteration 23Q: 3 clusters Score -1223057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1223060.875000 Penalty: 3002.588379
	Iteration 24Q: 3 clusters Score -1223061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1223062.625000 Penalty: 3002.588379
	Iteration 25Q: 3 clusters Score -1223063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1223063.250000 Penalty: 3002.588379
	Iteration 26Q: 3 clusters Score -1223063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1223061.875000 Penalty: 3002.588379
	Iteration 27Q: 3 clusters Score -1223062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1223066.750000 Penalty: 3002.588379
	Iteration 28Q: 3 clusters Score -1223067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1223067.000000 Penalty: 3002.588379
	Iteration 29Q: 3 clusters Score -1223067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1223067.750000 Penalty: 3002.588379
	Iteration 30Q: 3 clusters Score -1223068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1223068.125000 Penalty: 3002.588379
	Iteration 31Q: 3 clusters Score -1223068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1223070.875000 Penalty: 3002.588379
	Iteration 32Q: 3 clusters Score -1223071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1223071.375000 Penalty: 3002.588379
	Iteration 33Q: 3 clusters Score -1223071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1223070.750000 Penalty: 3002.588379
	Iteration 34Q: 3 clusters Score -1223071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1223073.000000 Penalty: 3002.588379
	Iteration 35Q: 3 clusters Score -1223073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1223072.000000 Penalty: 3002.588379
	Iteration 36Q: 3 clusters Score -1223072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1223073.250000 Penalty: 3002.588379
	Iteration 37Q: 3 clusters Score -1223073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1223073.500000 Penalty: 3002.588379
	Iteration 38Q: 3 clusters Score -1223074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1223072.375000 Penalty: 3002.588379
	Iteration 39Q: 3 clusters Score -1223072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1223072.375000 Penalty: 3002.588379
	Iteration 40F: 3 clusters Score -1223072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (33448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Entering Unmasked Estep 
Score: -4158619.000000 Penalty: 1692.883911
	Iteration 0F: 2 clusters Score -4158619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -4136164.750000 Penalty: 3385.767822
	Iteration 0F: 3 clusters Score -4136165 nChanged 15419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -4144959.250000 Penalty: 3385.767822
	Iteration 1F: 3 clusters Score -4144959 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -4145874.250000 Penalty: 3385.767822
	Iteration 2F: 3 clusters Score -4145874 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -4147265.500000 Penalty: 3385.767822
	Iteration 3F: 3 clusters Score -4147266 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -4149427.000000 Penalty: 3385.767822
	Iteration 4F: 3 clusters Score -4149427 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -4152028.000000 Penalty: 3385.767822
	Iteration 5F: 3 clusters Score -4152028 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4154335.750000 Penalty: 3385.767822
	Iteration 6F: 3 clusters Score -4154336 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4155807.750000 Penalty: 3385.767822
	Iteration 7Q: 3 clusters Score -4155808 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4156558.250000 Penalty: 3385.767822
	Iteration 8Q: 3 clusters Score -4156558 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4156875.500000 Penalty: 3385.767822
	Iteration 9Q: 3 clusters Score -4156876 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4157032.250000 Penalty: 3385.767822
	Iteration 10Q: 3 clusters Score -4157032 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4157112.000000 Penalty: 3385.767822
	Iteration 11Q: 3 clusters Score -4157112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4157173.000000 Penalty: 3385.767822
	Iteration 12Q: 3 clusters Score -4157173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4157197.000000 Penalty: 3385.767822
	Iteration 13Q: 3 clusters Score -4157197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4157214.500000 Penalty: 3385.767822
	Iteration 14Q: 3 clusters Score -4157214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4157217.500000 Penalty: 3385.767822
	Iteration 15Q: 3 clusters Score -4157218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4157223.750000 Penalty: 3385.767822
	Iteration 16Q: 3 clusters Score -4157224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4157222.500000 Penalty: 3385.767822
	Iteration 17Q: 3 clusters Score -4157222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4157224.000000 Penalty: 3385.767822
	Iteration 18Q: 3 clusters Score -4157224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4157226.000000 Penalty: 3385.767822
	Iteration 19Q: 3 clusters Score -4157226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4157226.000000 Penalty: 3385.767822
	Iteration 20F: 3 clusters Score -4157226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4157233.000000 Penalty: 3385.767822
	Iteration 21Q: 3 clusters Score -4157233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4157231.750000 Penalty: 3385.767822
	Iteration 22Q: 3 clusters Score -4157232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4157238.750000 Penalty: 3385.767822
	Iteration 23Q: 3 clusters Score -4157239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4157245.000000 Penalty: 3385.767822
	Iteration 24Q: 3 clusters Score -4157245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4157247.750000 Penalty: 3385.767822
	Iteration 25Q: 3 clusters Score -4157248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4157250.250000 Penalty: 3385.767822
	Iteration 26Q: 3 clusters Score -4157250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4157251.000000 Penalty: 3385.767822
	Iteration 27Q: 3 clusters Score -4157251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4157251.000000 Penalty: 3385.767822
	Iteration 28F: 3 clusters Score -4157251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (62008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62008 members 
Entering Unmasked Estep 
Score: -7718503.000000 Penalty: 1793.190552
	Iteration 0F: 2 clusters Score -7718503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -7677675.500000 Penalty: 3586.381104
	Iteration 0F: 3 clusters Score -7677676 nChanged 29273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -7694478.000000 Penalty: 3586.381104
	Iteration 1F: 3 clusters Score -7694478 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -7695198.500000 Penalty: 3586.381104
	Iteration 2Q: 3 clusters Score -7695198 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -7696089.500000 Penalty: 3586.381104
	Iteration 3Q: 3 clusters Score -7696090 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -7697169.000000 Penalty: 3586.381104
	Iteration 4Q: 3 clusters Score -7697169 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -7698884.500000 Penalty: 3586.381104
	Iteration 5F: 3 clusters Score -7698884 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -7701360.000000 Penalty: 3586.381104
	Iteration 6F: 3 clusters Score -7701360 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -7704541.500000 Penalty: 3586.381104
	Iteration 7F: 3 clusters Score -7704542 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -7707588.000000 Penalty: 3586.381104
	Iteration 8F: 3 clusters Score -7707588 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -7709512.000000 Penalty: 3586.381104
	Iteration 9F: 3 clusters Score -7709512 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -7710475.000000 Penalty: 3586.381104
	Iteration 10Q: 3 clusters Score -7710475 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -7711055.500000 Penalty: 3586.381104
	Iteration 11Q: 3 clusters Score -7711056 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -7711563.500000 Penalty: 3586.381104
	Iteration 12Q: 3 clusters Score -7711564 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7711938 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7712199 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7712480 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7712694 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7712845 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7713046 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7713156 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -7713268.500000 Penalty: 3586.381104
	Iteration 20F: 3 clusters Score -7713268 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7713356 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -7713422.500000 Penalty: 3586.381104
	Iteration 22Q: 3 clusters Score -7713422 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -7713502.500000 Penalty: 3586.381104
	Iteration 23Q: 3 clusters Score -7713502 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7713580 nChanged 411
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7713667 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7713732 nChanged 412
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7713819 nChanged 421
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Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7713913 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7713986 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7714080 nChanged 516
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Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7714200 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7714312 nChanged 505
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Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7714430 nChanged 503
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7714565 nChanged 490
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7714702 nChanged 491
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51851 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7714800 nChanged 473
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7714890 nChanged 511
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7714994 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7715104 nChanged 496
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7715242 nChanged 463
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7715358 nChanged 469
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7715474 nChanged 442
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Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7715590 nChanged 432
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Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7715698 nChanged 439
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Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7715806 nChanged 412
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Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7715935 nChanged 380
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Mstep: Class 1 contains 56824 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -7716001.500000 Penalty: 3586.381104
	Iteration 47Q: 3 clusters Score -7716002 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57189 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7716094 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57541 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -7716158.500000 Penalty: 3586.381104
	Iteration 49Q: 3 clusters Score -7716158 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7716204 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7716274 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7716344 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7716378 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7716426 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7716490 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -7716512.000000 Penalty: 3586.381104
	Iteration 56Q: 3 clusters Score -7716512 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7716541 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7716575 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7716602 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7716640 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7716670 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7716702 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7716736 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60147 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7716744 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60259 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7716806 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7716846 nChanged 90
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Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7716876 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60535 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7716884 nChanged 69
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Mstep: Class 1 contains 60602 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7716887 nChanged 59
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Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7716910 nChanged 51
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Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7716918.000000 Penalty: 3586.381104
	Iteration 71Q: 3 clusters Score -7716918 nChanged 46
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Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7716931.000000 Penalty: 3586.381104
	Iteration 72Q: 3 clusters Score -7716931 nChanged 38
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Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7716939.000000 Penalty: 3586.381104
	Iteration 73Q: 3 clusters Score -7716939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7716934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7716961 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7716966 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7716967 nChanged 28
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Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7716964 nChanged 27
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Mstep: Class 1 contains 60967 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7716968 nChanged 24
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Mstep: Class 1 contains 60989 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7716966 nChanged 20
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Mstep: Class 1 contains 61007 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7716984 nChanged 21
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Mstep: Class 1 contains 61026 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7716978 nChanged 19
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Mstep: Class 1 contains 61045 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7716978 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61060 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7716994 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61073 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7716991.000000 Penalty: 3586.381104
	Iteration 85Q: 3 clusters Score -7716991 nChanged 11
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Mstep: Class 1 contains 61084 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7716995 nChanged 11
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Mstep: Class 1 contains 61095 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7716995 nChanged 11
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Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7717001 nChanged 14
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Mstep: Class 1 contains 61120 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7717018 nChanged 7
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Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7717012 nChanged 11
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Mstep: Class 1 contains 61138 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7717014 nChanged 12
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Mstep: Class 1 contains 61146 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7717021.500000 Penalty: 3586.381104
	Iteration 92Q: 3 clusters Score -7717022 nChanged 7
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Mstep: Class 1 contains 61153 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7717029.000000 Penalty: 3586.381104
	Iteration 93Q: 3 clusters Score -7717029 nChanged 4
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Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7717032.500000 Penalty: 3586.381104
	Iteration 94Q: 3 clusters Score -7717032 nChanged 4
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Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7717034 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61163 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7717034 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61165 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7717036 nChanged 1
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Mstep: Class 1 contains 61166 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7717036 nChanged 1
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Mstep: Class 1 contains 61167 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7717036 nChanged 1
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Mstep: Class 1 contains 61168 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7717034 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7717032 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7717028.000000 Penalty: 3586.381104
	Iteration 102Q: 3 clusters Score -7717028 nChanged 3
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Mstep: Class 1 contains 61174 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7717032 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61176 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7717032.000000 Penalty: 3586.381104
	Iteration 104Q: 3 clusters Score -7717032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61180 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7717031.000000 Penalty: 3586.381104
	Iteration 105Q: 3 clusters Score -7717031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61183 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7717027.500000 Penalty: 3586.381104
	Iteration 106Q: 3 clusters Score -7717028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7717025.000000 Penalty: 3586.381104
	Iteration 107Q: 3 clusters Score -7717025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7717023.000000 Penalty: 3586.381104
	Iteration 108Q: 3 clusters Score -7717023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7717028.000000 Penalty: 3586.381104
	Iteration 109Q: 3 clusters Score -7717028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61193 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7717024.000000 Penalty: 3586.381104
	Iteration 110Q: 3 clusters Score -7717024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61194 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7717024.500000 Penalty: 3586.381104
	Iteration 111Q: 3 clusters Score -7717024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7717021.000000 Penalty: 3586.381104
	Iteration 112Q: 3 clusters Score -7717021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7717027.000000 Penalty: 3586.381104
	Iteration 113Q: 3 clusters Score -7717027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7717025.000000 Penalty: 3586.381104
	Iteration 114Q: 3 clusters Score -7717025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7717025.000000 Penalty: 3586.381104
	Iteration 115F: 3 clusters Score -7717025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Entering Unmasked Estep 
Score: -10496626.000000 Penalty: 1843.543945
	Iteration 0F: 2 clusters Score -1.049663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -10442887.000000 Penalty: 3687.087891
	Iteration 0F: 3 clusters Score -1.044289e+07 nChanged 40412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -10466633.000000 Penalty: 3687.087891
	Iteration 1F: 3 clusters Score -1.046663e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -10467324.000000 Penalty: 3687.087891
	Iteration 2Q: 3 clusters Score -1.046732e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -10468145.000000 Penalty: 3687.087891
	Iteration 3Q: 3 clusters Score -1.046814e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -10469261.000000 Penalty: 3687.087891
	Iteration 4Q: 3 clusters Score -1.046926e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -10470894.000000 Penalty: 3687.087891
	Iteration 5Q: 3 clusters Score -1.047089e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -10473364.000000 Penalty: 3687.087891
	Iteration 6F: 3 clusters Score -1.047336e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -10477550.000000 Penalty: 3687.087891
	Iteration 7F: 3 clusters Score -1.047755e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -10483126.000000 Penalty: 3687.087891
	Iteration 8F: 3 clusters Score -1.048313e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -10488155.000000 Penalty: 3687.087891
	Iteration 9F: 3 clusters Score -1.048816e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -10490423.000000 Penalty: 3687.087891
	Iteration 10F: 3 clusters Score -1.049042e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -10491013.000000 Penalty: 3687.087891
	Iteration 11Q: 3 clusters Score -1.049101e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -10491332.000000 Penalty: 3687.087891
	Iteration 12Q: 3 clusters Score -1.049133e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -10491542.000000 Penalty: 3687.087891
	Iteration 13Q: 3 clusters Score -1.049154e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -10491673.000000 Penalty: 3687.087891
	Iteration 14Q: 3 clusters Score -1.049167e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -10491820.000000 Penalty: 3687.087891
	Iteration 15Q: 3 clusters Score -1.049182e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -10491933.000000 Penalty: 3687.087891
	Iteration 16Q: 3 clusters Score -1.049193e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51661 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -10492010.000000 Penalty: 3687.087891
	Iteration 17Q: 3 clusters Score -1.049201e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -10492044.000000 Penalty: 3687.087891
	Iteration 18Q: 3 clusters Score -1.049204e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -10492076.000000 Penalty: 3687.087891
	Iteration 19Q: 3 clusters Score -1.049208e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -10492191.000000 Penalty: 3687.087891
	Iteration 20F: 3 clusters Score -1.049219e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -10492307.000000 Penalty: 3687.087891
	Iteration 21Q: 3 clusters Score -1.049231e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -10492320.000000 Penalty: 3687.087891
	Iteration 22Q: 3 clusters Score -1.049232e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -10492401.000000 Penalty: 3687.087891
	Iteration 23Q: 3 clusters Score -1.04924e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -10492411.000000 Penalty: 3687.087891
	Iteration 24Q: 3 clusters Score -1.049241e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -10492449.000000 Penalty: 3687.087891
	Iteration 25Q: 3 clusters Score -1.049245e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -10492454.000000 Penalty: 3687.087891
	Iteration 26Q: 3 clusters Score -1.049245e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -10492508.000000 Penalty: 3687.087891
	Iteration 27Q: 3 clusters Score -1.049251e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -10492513.000000 Penalty: 3687.087891
	Iteration 28Q: 3 clusters Score -1.049251e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -10492508.000000 Penalty: 3687.087891
	Iteration 29Q: 3 clusters Score -1.049251e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -10492510.000000 Penalty: 3687.087891
	Iteration 30Q: 3 clusters Score -1.049251e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -10492467.000000 Penalty: 3687.087891
	Iteration 31Q: 3 clusters Score -1.049247e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -10492463.000000 Penalty: 3687.087891
	Iteration 32Q: 3 clusters Score -1.049246e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -10492463.000000 Penalty: 3687.087891
	Iteration 33Q: 3 clusters Score -1.049246e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -10492448.000000 Penalty: 3687.087891
	Iteration 34Q: 3 clusters Score -1.049245e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -10492438.000000 Penalty: 3687.087891
	Iteration 35Q: 3 clusters Score -1.049244e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -10492465.000000 Penalty: 3687.087891
	Iteration 36Q: 3 clusters Score -1.049246e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -10492447.000000 Penalty: 3687.087891
	Iteration 37Q: 3 clusters Score -1.049245e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -10492474.000000 Penalty: 3687.087891
	Iteration 38Q: 3 clusters Score -1.049247e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -10492465.000000 Penalty: 3687.087891
	Iteration 39Q: 3 clusters Score -1.049246e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -10492420.000000 Penalty: 3687.087891
	Iteration 40F: 3 clusters Score -1.049242e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -10492390.000000 Penalty: 3687.087891
	Iteration 41Q: 3 clusters Score -1.049239e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -10492401.000000 Penalty: 3687.087891
	Iteration 42Q: 3 clusters Score -1.04924e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -10492394.000000 Penalty: 3687.087891
	Iteration 43Q: 3 clusters Score -1.049239e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -10492386.000000 Penalty: 3687.087891
	Iteration 44Q: 3 clusters Score -1.049239e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -10492444.000000 Penalty: 3687.087891
	Iteration 45Q: 3 clusters Score -1.049244e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -10492378.000000 Penalty: 3687.087891
	Iteration 46Q: 3 clusters Score -1.049238e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -10492387.000000 Penalty: 3687.087891
	Iteration 47Q: 3 clusters Score -1.049239e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -10492359.000000 Penalty: 3687.087891
	Iteration 48Q: 3 clusters Score -1.049236e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -10492349.000000 Penalty: 3687.087891
	Iteration 49Q: 3 clusters Score -1.049235e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -10492349.000000 Penalty: 3687.087891
	Iteration 50Q: 3 clusters Score -1.049235e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -10492346.000000 Penalty: 3687.087891
	Iteration 51Q: 3 clusters Score -1.049235e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -10492351.000000 Penalty: 3687.087891
	Iteration 52Q: 3 clusters Score -1.049235e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -10492336.000000 Penalty: 3687.087891
	Iteration 53Q: 3 clusters Score -1.049234e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -10492290.000000 Penalty: 3687.087891
	Iteration 54Q: 3 clusters Score -1.049229e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -10492281.000000 Penalty: 3687.087891
	Iteration 55Q: 3 clusters Score -1.049228e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -10492263.000000 Penalty: 3687.087891
	Iteration 56Q: 3 clusters Score -1.049226e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -10492234.000000 Penalty: 3687.087891
	Iteration 57Q: 3 clusters Score -1.049223e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -10492234.000000 Penalty: 3687.087891
	Iteration 58Q: 3 clusters Score -1.049223e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -10492272.000000 Penalty: 3687.087891
	Iteration 59Q: 3 clusters Score -1.049227e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -10492286.000000 Penalty: 3687.087891
	Iteration 60F: 3 clusters Score -1.049229e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -10492256.000000 Penalty: 3687.087891
	Iteration 61Q: 3 clusters Score -1.049226e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -10492233.000000 Penalty: 3687.087891
	Iteration 62Q: 3 clusters Score -1.049223e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -10492210.000000 Penalty: 3687.087891
	Iteration 63Q: 3 clusters Score -1.049221e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -10492215.000000 Penalty: 3687.087891
	Iteration 64Q: 3 clusters Score -1.049222e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -10492207.000000 Penalty: 3687.087891
	Iteration 65Q: 3 clusters Score -1.049221e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -10492196.000000 Penalty: 3687.087891
	Iteration 66Q: 3 clusters Score -1.04922e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -10492165.000000 Penalty: 3687.087891
	Iteration 67Q: 3 clusters Score -1.049216e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -10492169.000000 Penalty: 3687.087891
	Iteration 68Q: 3 clusters Score -1.049217e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -10492182.000000 Penalty: 3687.087891
	Iteration 69Q: 3 clusters Score -1.049218e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -10492174.000000 Penalty: 3687.087891
	Iteration 70Q: 3 clusters Score -1.049217e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -10492178.000000 Penalty: 3687.087891
	Iteration 71Q: 3 clusters Score -1.049218e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -10492184.000000 Penalty: 3687.087891
	Iteration 72Q: 3 clusters Score -1.049218e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -10492176.000000 Penalty: 3687.087891
	Iteration 73Q: 3 clusters Score -1.049218e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -10492187.000000 Penalty: 3687.087891
	Iteration 74Q: 3 clusters Score -1.049219e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -10492190.000000 Penalty: 3687.087891
	Iteration 75Q: 3 clusters Score -1.049219e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -10492185.000000 Penalty: 3687.087891
	Iteration 76Q: 3 clusters Score -1.049218e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -10492216.000000 Penalty: 3687.087891
	Iteration 77Q: 3 clusters Score -1.049222e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -10492228.000000 Penalty: 3687.087891
	Iteration 78Q: 3 clusters Score -1.049223e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -10492222.000000 Penalty: 3687.087891
	Iteration 79Q: 3 clusters Score -1.049222e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -10492212.000000 Penalty: 3687.087891
	Iteration 80F: 3 clusters Score -1.049221e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -10492226.000000 Penalty: 3687.087891
	Iteration 81Q: 3 clusters Score -1.049223e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -10492241.000000 Penalty: 3687.087891
	Iteration 82Q: 3 clusters Score -1.049224e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -10492245.000000 Penalty: 3687.087891
	Iteration 83Q: 3 clusters Score -1.049224e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -10492241.000000 Penalty: 3687.087891
	Iteration 84Q: 3 clusters Score -1.049224e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -10492252.000000 Penalty: 3687.087891
	Iteration 85Q: 3 clusters Score -1.049225e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -10492256.000000 Penalty: 3687.087891
	Iteration 86Q: 3 clusters Score -1.049226e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -10492237.000000 Penalty: 3687.087891
	Iteration 87Q: 3 clusters Score -1.049224e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -10492246.000000 Penalty: 3687.087891
	Iteration 88Q: 3 clusters Score -1.049225e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -10492203.000000 Penalty: 3687.087891
	Iteration 89Q: 3 clusters Score -1.04922e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -10492209.000000 Penalty: 3687.087891
	Iteration 90Q: 3 clusters Score -1.049221e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -10492193.000000 Penalty: 3687.087891
	Iteration 91Q: 3 clusters Score -1.049219e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -10492198.000000 Penalty: 3687.087891
	Iteration 92Q: 3 clusters Score -1.04922e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -10492198.000000 Penalty: 3687.087891
	Iteration 93Q: 3 clusters Score -1.04922e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 47905 members 
Entering Unmasked Estep 
Score: -10492190.000000 Penalty: 3687.087891
	Iteration 94Q: 3 clusters Score -1.049219e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -10492192.000000 Penalty: 3687.087891
	Iteration 95Q: 3 clusters Score -1.049219e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -10492185.000000 Penalty: 3687.087891
	Iteration 96Q: 3 clusters Score -1.049218e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -10492171.000000 Penalty: 3687.087891
	Iteration 97Q: 3 clusters Score -1.049217e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -10492171.000000 Penalty: 3687.087891
	Iteration 98Q: 3 clusters Score -1.049217e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -10492196.000000 Penalty: 3687.087891
	Iteration 99Q: 3 clusters Score -1.04922e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -10492206.000000 Penalty: 3687.087891
	Iteration 100F: 3 clusters Score -1.049221e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -10492188.000000 Penalty: 3687.087891
	Iteration 101Q: 3 clusters Score -1.049219e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -10492193.000000 Penalty: 3687.087891
	Iteration 102Q: 3 clusters Score -1.049219e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -10492194.000000 Penalty: 3687.087891
	Iteration 103Q: 3 clusters Score -1.049219e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -10492202.000000 Penalty: 3687.087891
	Iteration 104Q: 3 clusters Score -1.04922e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -10492222.000000 Penalty: 3687.087891
	Iteration 105Q: 3 clusters Score -1.049222e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -10492207.000000 Penalty: 3687.087891
	Iteration 106Q: 3 clusters Score -1.049221e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -10492213.000000 Penalty: 3687.087891
	Iteration 107Q: 3 clusters Score -1.049221e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -10492199.000000 Penalty: 3687.087891
	Iteration 108Q: 3 clusters Score -1.04922e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -10492186.000000 Penalty: 3687.087891
	Iteration 109Q: 3 clusters Score -1.049219e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -10492190.000000 Penalty: 3687.087891
	Iteration 110Q: 3 clusters Score -1.049219e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -10492209.000000 Penalty: 3687.087891
	Iteration 111Q: 3 clusters Score -1.049221e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -10492205.000000 Penalty: 3687.087891
	Iteration 112Q: 3 clusters Score -1.04922e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -10492207.000000 Penalty: 3687.087891
	Iteration 113Q: 3 clusters Score -1.049221e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -10492191.000000 Penalty: 3687.087891
	Iteration 114Q: 3 clusters Score -1.049219e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -10492204.000000 Penalty: 3687.087891
	Iteration 115Q: 3 clusters Score -1.04922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -10492218.000000 Penalty: 3687.087891
	Iteration 116Q: 3 clusters Score -1.049222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -10492220.000000 Penalty: 3687.087891
	Iteration 117Q: 3 clusters Score -1.049222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -10492210.000000 Penalty: 3687.087891
	Iteration 118Q: 3 clusters Score -1.049221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -10492223.000000 Penalty: 3687.087891
	Iteration 119Q: 3 clusters Score -1.049222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -10492224.000000 Penalty: 3687.087891
	Iteration 120F: 3 clusters Score -1.049222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -10492218.000000 Penalty: 3687.087891
	Iteration 121Q: 3 clusters Score -1.049222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -10492214.000000 Penalty: 3687.087891
	Iteration 122Q: 3 clusters Score -1.049221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -10492212.000000 Penalty: 3687.087891
	Iteration 123Q: 3 clusters Score -1.049221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -10492212.000000 Penalty: 3687.087891
	Iteration 124F: 3 clusters Score -1.049221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -10628884.000000 Penalty: 1846.052368
	Iteration 0F: 2 clusters Score -1.062888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -10575407.000000 Penalty: 3692.104736
	Iteration 0F: 3 clusters Score -1.057541e+07 nChanged 40806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -10598952.000000 Penalty: 3692.104736
	Iteration 1F: 3 clusters Score -1.059895e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -10599844.000000 Penalty: 3692.104736
	Iteration 2Q: 3 clusters Score -1.059984e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -10600996.000000 Penalty: 3692.104736
	Iteration 3Q: 3 clusters Score -1.0601e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -10602541.000000 Penalty: 3692.104736
	Iteration 4Q: 3 clusters Score -1.060254e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -10604796.000000 Penalty: 3692.104736
	Iteration 5F: 3 clusters Score -1.06048e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -10607920.000000 Penalty: 3692.104736
	Iteration 6F: 3 clusters Score -1.060792e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -10611580.000000 Penalty: 3692.104736
	Iteration 7F: 3 clusters Score -1.061158e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -10615684.000000 Penalty: 3692.104736
	Iteration 8F: 3 clusters Score -1.061568e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -10619074.000000 Penalty: 3692.104736
	Iteration 9F: 3 clusters Score -1.061907e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71763 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -10621538.000000 Penalty: 3692.104736
	Iteration 10Q: 3 clusters Score -1.062154e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73110 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -10623117.000000 Penalty: 3692.104736
	Iteration 11Q: 3 clusters Score -1.062312e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74038 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -10624169.000000 Penalty: 3692.104736
	Iteration 12Q: 3 clusters Score -1.062417e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74747 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -10625035.000000 Penalty: 3692.104736
	Iteration 13Q: 3 clusters Score -1.062504e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75290 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -10625780.000000 Penalty: 3692.104736
	Iteration 14Q: 3 clusters Score -1.062578e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75744 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -10626581.000000 Penalty: 3692.104736
	Iteration 15Q: 3 clusters Score -1.062658e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76017 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -10627234.000000 Penalty: 3692.104736
	Iteration 16Q: 3 clusters Score -1.062723e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -10627803.000000 Penalty: 3692.104736
	Iteration 17Q: 3 clusters Score -1.06278e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -10628226.000000 Penalty: 3692.104736
	Iteration 18Q: 3 clusters Score -1.062823e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76050 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -10628449.000000 Penalty: 3692.104736
	Iteration 19Q: 3 clusters Score -1.062845e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75904 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -10628642.000000 Penalty: 3692.104736
	Iteration 20F: 3 clusters Score -1.062864e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75733 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -10628767.000000 Penalty: 3692.104736
	Iteration 21Q: 3 clusters Score -1.062877e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -10628914.000000 Penalty: 3692.104736
	Iteration 22Q: 3 clusters Score -1.062891e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75200 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -10629027.000000 Penalty: 3692.104736
	Iteration 23Q: 3 clusters Score -1.062903e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -10629178.000000 Penalty: 3692.104736
	Iteration 24Q: 3 clusters Score -1.062918e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74571 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -10629284.000000 Penalty: 3692.104736
	Iteration 25Q: 3 clusters Score -1.062928e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -10629403.000000 Penalty: 3692.104736
	Iteration 26Q: 3 clusters Score -1.06294e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -10629527.000000 Penalty: 3692.104736
	Iteration 27Q: 3 clusters Score -1.062953e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73619 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -10629588.000000 Penalty: 3692.104736
	Iteration 28Q: 3 clusters Score -1.062959e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73244 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -10629666.000000 Penalty: 3692.104736
	Iteration 29Q: 3 clusters Score -1.062967e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -10629775.000000 Penalty: 3692.104736
	Iteration 30Q: 3 clusters Score -1.062978e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -10629846.000000 Penalty: 3692.104736
	Iteration 31Q: 3 clusters Score -1.062985e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72091 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -10630000.000000 Penalty: 3692.104736
	Iteration 32Q: 3 clusters Score -1.063e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -10630130.000000 Penalty: 3692.104736
	Iteration 33Q: 3 clusters Score -1.063013e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -10630318.000000 Penalty: 3692.104736
	Iteration 34Q: 3 clusters Score -1.063032e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70798 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -10630480.000000 Penalty: 3692.104736
	Iteration 35Q: 3 clusters Score -1.063048e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -10630659.000000 Penalty: 3692.104736
	Iteration 36Q: 3 clusters Score -1.063066e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69886 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -10630785.000000 Penalty: 3692.104736
	Iteration 37Q: 3 clusters Score -1.063078e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -10630910.000000 Penalty: 3692.104736
	Iteration 38Q: 3 clusters Score -1.063091e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68955 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -10630987.000000 Penalty: 3692.104736
	Iteration 39Q: 3 clusters Score -1.063099e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -10631152.000000 Penalty: 3692.104736
	Iteration 40F: 3 clusters Score -1.063115e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -10631376.000000 Penalty: 3692.104736
	Iteration 41Q: 3 clusters Score -1.063138e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -10631567.000000 Penalty: 3692.104736
	Iteration 42Q: 3 clusters Score -1.063157e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66717 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -10631808.000000 Penalty: 3692.104736
	Iteration 43Q: 3 clusters Score -1.063181e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -10632008.000000 Penalty: 3692.104736
	Iteration 44Q: 3 clusters Score -1.063201e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -10632257.000000 Penalty: 3692.104736
	Iteration 45Q: 3 clusters Score -1.063226e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -10632479.000000 Penalty: 3692.104736
	Iteration 46Q: 3 clusters Score -1.063248e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -10632645.000000 Penalty: 3692.104736
	Iteration 47Q: 3 clusters Score -1.063264e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63639 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -10632740.000000 Penalty: 3692.104736
	Iteration 48Q: 3 clusters Score -1.063274e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -10632925.000000 Penalty: 3692.104736
	Iteration 49Q: 3 clusters Score -1.063292e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -10633049.000000 Penalty: 3692.104736
	Iteration 50Q: 3 clusters Score -1.063305e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -10633153.000000 Penalty: 3692.104736
	Iteration 51Q: 3 clusters Score -1.063315e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61673 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -10633257.000000 Penalty: 3692.104736
	Iteration 52Q: 3 clusters Score -1.063326e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -10633370.000000 Penalty: 3692.104736
	Iteration 53Q: 3 clusters Score -1.063337e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60885 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -10633430.000000 Penalty: 3692.104736
	Iteration 54Q: 3 clusters Score -1.063343e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -10633513.000000 Penalty: 3692.104736
	Iteration 55Q: 3 clusters Score -1.063351e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -10633569.000000 Penalty: 3692.104736
	Iteration 56Q: 3 clusters Score -1.063357e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59880 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -10633646.000000 Penalty: 3692.104736
	Iteration 57Q: 3 clusters Score -1.063365e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -10633662.000000 Penalty: 3692.104736
	Iteration 58Q: 3 clusters Score -1.063366e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -10633719.000000 Penalty: 3692.104736
	Iteration 59Q: 3 clusters Score -1.063372e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -10633762.000000 Penalty: 3692.104736
	Iteration 60F: 3 clusters Score -1.063376e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -10633807.000000 Penalty: 3692.104736
	Iteration 61Q: 3 clusters Score -1.063381e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -10633831.000000 Penalty: 3692.104736
	Iteration 62Q: 3 clusters Score -1.063383e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -10633879.000000 Penalty: 3692.104736
	Iteration 63Q: 3 clusters Score -1.063388e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58602 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -10633915.000000 Penalty: 3692.104736
	Iteration 64Q: 3 clusters Score -1.063392e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -10633921.000000 Penalty: 3692.104736
	Iteration 65Q: 3 clusters Score -1.063392e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -10633916.000000 Penalty: 3692.104736
	Iteration 66Q: 3 clusters Score -1.063392e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -10633919.000000 Penalty: 3692.104736
	Iteration 67Q: 3 clusters Score -1.063392e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -10633953.000000 Penalty: 3692.104736
	Iteration 68Q: 3 clusters Score -1.063395e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -10633962.000000 Penalty: 3692.104736
	Iteration 69Q: 3 clusters Score -1.063396e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -10633968.000000 Penalty: 3692.104736
	Iteration 70Q: 3 clusters Score -1.063397e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -10633991.000000 Penalty: 3692.104736
	Iteration 71Q: 3 clusters Score -1.063399e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -10634001.000000 Penalty: 3692.104736
	Iteration 72Q: 3 clusters Score -1.0634e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -10633999.000000 Penalty: 3692.104736
	Iteration 73Q: 3 clusters Score -1.0634e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -10634007.000000 Penalty: 3692.104736
	Iteration 74Q: 3 clusters Score -1.063401e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -10634019.000000 Penalty: 3692.104736
	Iteration 75Q: 3 clusters Score -1.063402e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -10634040.000000 Penalty: 3692.104736
	Iteration 76Q: 3 clusters Score -1.063404e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -10634050.000000 Penalty: 3692.104736
	Iteration 77Q: 3 clusters Score -1.063405e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57631 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -10634046.000000 Penalty: 3692.104736
	Iteration 78Q: 3 clusters Score -1.063405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57610 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -10634058.000000 Penalty: 3692.104736
	Iteration 79Q: 3 clusters Score -1.063406e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -10634076.000000 Penalty: 3692.104736
	Iteration 80F: 3 clusters Score -1.063408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -10634065.000000 Penalty: 3692.104736
	Iteration 81Q: 3 clusters Score -1.063406e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -10634061.000000 Penalty: 3692.104736
	Iteration 82Q: 3 clusters Score -1.063406e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -10634073.000000 Penalty: 3692.104736
	Iteration 83Q: 3 clusters Score -1.063407e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -10634077.000000 Penalty: 3692.104736
	Iteration 84Q: 3 clusters Score -1.063408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -10634086.000000 Penalty: 3692.104736
	Iteration 85Q: 3 clusters Score -1.063409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57496 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -10634072.000000 Penalty: 3692.104736
	Iteration 86Q: 3 clusters Score -1.063407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -10634078.000000 Penalty: 3692.104736
	Iteration 87Q: 3 clusters Score -1.063408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -10634063.000000 Penalty: 3692.104736
	Iteration 88Q: 3 clusters Score -1.063406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -10634071.000000 Penalty: 3692.104736
	Iteration 89Q: 3 clusters Score -1.063407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57444 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -10634071.000000 Penalty: 3692.104736
	Iteration 90Q: 3 clusters Score -1.063407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -10634072.000000 Penalty: 3692.104736
	Iteration 91Q: 3 clusters Score -1.063407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -10634071.000000 Penalty: 3692.104736
	Iteration 92Q: 3 clusters Score -1.063407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -10634071.000000 Penalty: 3692.104736
	Iteration 93Q: 3 clusters Score -1.063407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -10634062.000000 Penalty: 3692.104736
	Iteration 94Q: 3 clusters Score -1.063406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57404 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -10634065.000000 Penalty: 3692.104736
	Iteration 95Q: 3 clusters Score -1.063406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -10634065.000000 Penalty: 3692.104736
	Iteration 96Q: 3 clusters Score -1.063406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -10634062.000000 Penalty: 3692.104736
	Iteration 97Q: 3 clusters Score -1.063406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -10634063.000000 Penalty: 3692.104736
	Iteration 98Q: 3 clusters Score -1.063406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -10634061.000000 Penalty: 3692.104736
	Iteration 99Q: 3 clusters Score -1.063406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -10634066.000000 Penalty: 3692.104736
	Iteration 100F: 3 clusters Score -1.063407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -10634072.000000 Penalty: 3692.104736
	Iteration 101Q: 3 clusters Score -1.063407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -10634071.000000 Penalty: 3692.104736
	Iteration 102Q: 3 clusters Score -1.063407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -10634070.000000 Penalty: 3692.104736
	Iteration 103Q: 3 clusters Score -1.063407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -10634072.000000 Penalty: 3692.104736
	Iteration 104Q: 3 clusters Score -1.063407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -10634068.000000 Penalty: 3692.104736
	Iteration 105Q: 3 clusters Score -1.063407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -10634071.000000 Penalty: 3692.104736
	Iteration 106Q: 3 clusters Score -1.063407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -10634072.000000 Penalty: 3692.104736
	Iteration 107Q: 3 clusters Score -1.063407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -10634080.000000 Penalty: 3692.104736
	Iteration 108Q: 3 clusters Score -1.063408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -10634081.000000 Penalty: 3692.104736
	Iteration 109Q: 3 clusters Score -1.063408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -10634078.000000 Penalty: 3692.104736
	Iteration 110Q: 3 clusters Score -1.063408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57334 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -10634069.000000 Penalty: 3692.104736
	Iteration 111Q: 3 clusters Score -1.063407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57332 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -10634073.000000 Penalty: 3692.104736
	Iteration 112Q: 3 clusters Score -1.063407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57331 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -10634077.000000 Penalty: 3692.104736
	Iteration 113Q: 3 clusters Score -1.063408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -10634081.000000 Penalty: 3692.104736
	Iteration 114Q: 3 clusters Score -1.063408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -10634081.000000 Penalty: 3692.104736
	Iteration 115Q: 3 clusters Score -1.063408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -10634077.000000 Penalty: 3692.104736
	Iteration 116Q: 3 clusters Score -1.063408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -10634081.000000 Penalty: 3692.104736
	Iteration 117Q: 3 clusters Score -1.063408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -10634083.000000 Penalty: 3692.104736
	Iteration 118Q: 3 clusters Score -1.063408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -10634081.000000 Penalty: 3692.104736
	Iteration 119Q: 3 clusters Score -1.063408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57311 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -10634078.000000 Penalty: 3692.104736
	Iteration 120F: 3 clusters Score -1.063408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83353 members 
Mstep: Class 2 contains 971 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 32170 members 
Mstep: Class 5 contains 10288 members 
Mstep: Class 6 contains 33448 members 
Mstep: Class 7 contains 62008 members 
Mstep: Class 8 contains 84532 members 
Mstep: Class 9 contains 57311 members 
Mstep: Class 10 contains 28536 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 18 contains 94433 members 
Mstep: Class 19 contains 80313 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47997 members 
Entering Unmasked Estep 
Score: -75545264.000000 Penalty: 34682.753906
Splitting cluster 9 changes total score from -75540696.000000 to -75545264.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 12 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -86584.140625 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -86584.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -85322.000000 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -85322 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85514.460938 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -85514.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -85564.421875 Penalty: 2133.711182
	Iteration 2Q: 3 clusters Score -85564.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85616.609375 Penalty: 2133.711182
	Iteration 3Q: 3 clusters Score -85616.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85671.453125 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -85671.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85709.296875 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -85709.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85718.835938 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -85718.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85722.179688 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -85722.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85725.437500 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -85725.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85726.695312 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -85726.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85726.695312 Penalty: 2133.711182
	Iteration 10F: 3 clusters Score -85726.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -194882.687500 Penalty: 1189.262695
	Iteration 0F: 2 clusters Score -194882.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -193092.937500 Penalty: 2378.525391
	Iteration 0F: 3 clusters Score -193092.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -193412.546875 Penalty: 2378.525391
	Iteration 1F: 3 clusters Score -193412.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -193486.671875 Penalty: 2378.525391
	Iteration 2F: 3 clusters Score -193486.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -193547.250000 Penalty: 2378.525391
	Iteration 3Q: 3 clusters Score -193547.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -193600.593750 Penalty: 2378.525391
	Iteration 4Q: 3 clusters Score -193600.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -193631.593750 Penalty: 2378.525391
	Iteration 5Q: 3 clusters Score -193631.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -193647.468750 Penalty: 2378.525391
	Iteration 6Q: 3 clusters Score -193647.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -193659.468750 Penalty: 2378.525391
	Iteration 7Q: 3 clusters Score -193659.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -193669.906250 Penalty: 2378.525391
	Iteration 8Q: 3 clusters Score -193669.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -193677.468750 Penalty: 2378.525391
	Iteration 9Q: 3 clusters Score -193677.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -193680.109375 Penalty: 2378.525391
	Iteration 10Q: 3 clusters Score -193680.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -193683.015625 Penalty: 2378.525391
	Iteration 11Q: 3 clusters Score -193683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -193685.046875 Penalty: 2378.525391
	Iteration 12Q: 3 clusters Score -193685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -193687.421875 Penalty: 2378.525391
	Iteration 13Q: 3 clusters Score -193687.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -193689.703125 Penalty: 2378.525391
	Iteration 14Q: 3 clusters Score -193689.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -193691.546875 Penalty: 2378.525391
	Iteration 15Q: 3 clusters Score -193691.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -193691.812500 Penalty: 2378.525391
	Iteration 16Q: 3 clusters Score -193691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -193692.359375 Penalty: 2378.525391
	Iteration 17Q: 3 clusters Score -193692.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -193692.953125 Penalty: 2378.525391
	Iteration 18Q: 3 clusters Score -193693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -193693.578125 Penalty: 2378.525391
	Iteration 19Q: 3 clusters Score -193693.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -193694.500000 Penalty: 2378.525391
	Iteration 20F: 3 clusters Score -193694.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -193695.859375 Penalty: 2378.525391
	Iteration 21Q: 3 clusters Score -193695.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -193696.750000 Penalty: 2378.525391
	Iteration 22Q: 3 clusters Score -193696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -193696.812500 Penalty: 2378.525391
	Iteration 23Q: 3 clusters Score -193696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -193696.812500 Penalty: 2378.525391
	Iteration 24F: 3 clusters Score -193696.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (94433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94433 members 
Entering Unmasked Estep 
Score: -11647887.000000 Penalty: 1861.542358
	Iteration 0F: 2 clusters Score -1.164789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -11588319.000000 Penalty: 3723.084717
	Iteration 0F: 3 clusters Score -1.158832e+07 nChanged 44923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -11614795.000000 Penalty: 3723.084717
	Iteration 1F: 3 clusters Score -1.16148e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -11616134.000000 Penalty: 3723.084717
	Iteration 2Q: 3 clusters Score -1.161613e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -11618066.000000 Penalty: 3723.084717
	Iteration 3Q: 3 clusters Score -1.161807e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -11620971.000000 Penalty: 3723.084717
	Iteration 4F: 3 clusters Score -1.162097e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -11625390.000000 Penalty: 3723.084717
	Iteration 5F: 3 clusters Score -1.162539e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -11630731.000000 Penalty: 3723.084717
	Iteration 6F: 3 clusters Score -1.163073e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68939 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -11635898.000000 Penalty: 3723.084717
	Iteration 7F: 3 clusters Score -1.16359e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -11639143.000000 Penalty: 3723.084717
	Iteration 8F: 3 clusters Score -1.163914e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74105 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -11640708.000000 Penalty: 3723.084717
	Iteration 9Q: 3 clusters Score -1.164071e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -11641415.000000 Penalty: 3723.084717
	Iteration 10Q: 3 clusters Score -1.164142e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -11641941.000000 Penalty: 3723.084717
	Iteration 11Q: 3 clusters Score -1.164194e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80474 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -11642423.000000 Penalty: 3723.084717
	Iteration 12Q: 3 clusters Score -1.164242e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82468 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -11642805.000000 Penalty: 3723.084717
	Iteration 13Q: 3 clusters Score -1.16428e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84280 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -11643052.000000 Penalty: 3723.084717
	Iteration 14Q: 3 clusters Score -1.164305e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85986 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -11643468.000000 Penalty: 3723.084717
	Iteration 15Q: 3 clusters Score -1.164347e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87504 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -11643713.000000 Penalty: 3723.084717
	Iteration 16Q: 3 clusters Score -1.164371e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88829 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -11644403.000000 Penalty: 3723.084717
	Iteration 17Q: 3 clusters Score -1.16444e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -11644958.000000 Penalty: 3723.084717
	Iteration 18Q: 3 clusters Score -1.164496e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90998 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -11645415.000000 Penalty: 3723.084717
	Iteration 19Q: 3 clusters Score -1.164542e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91804 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -11645962.000000 Penalty: 3723.084717
	Iteration 20F: 3 clusters Score -1.164596e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92456 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -11646283.000000 Penalty: 3723.084717
	Iteration 21Q: 3 clusters Score -1.164628e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92899 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -11646394.000000 Penalty: 3723.084717
	Iteration 22Q: 3 clusters Score -1.164639e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93219 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -11646530.000000 Penalty: 3723.084717
	Iteration 23Q: 3 clusters Score -1.164653e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -11646601.000000 Penalty: 3723.084717
	Iteration 24Q: 3 clusters Score -1.16466e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93604 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -11646600.000000 Penalty: 3723.084717
	Iteration 25Q: 3 clusters Score -1.16466e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93697 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -11646624.000000 Penalty: 3723.084717
	Iteration 26Q: 3 clusters Score -1.164662e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93776 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11646614.000000 Penalty: 3723.084717
	Iteration 27Q: 3 clusters Score -1.164661e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93845 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -11646635.000000 Penalty: 3723.084717
	Iteration 28Q: 3 clusters Score -1.164664e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93893 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11646636.000000 Penalty: 3723.084717
	Iteration 29Q: 3 clusters Score -1.164664e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93931 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -11646639.000000 Penalty: 3723.084717
	Iteration 30Q: 3 clusters Score -1.164664e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -11646636.000000 Penalty: 3723.084717
	Iteration 31Q: 3 clusters Score -1.164664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -11646627.000000 Penalty: 3723.084717
	Iteration 32Q: 3 clusters Score -1.164663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93983 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -11646626.000000 Penalty: 3723.084717
	Iteration 33Q: 3 clusters Score -1.164663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93993 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -11646632.000000 Penalty: 3723.084717
	Iteration 34Q: 3 clusters Score -1.164663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94001 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11646633.000000 Penalty: 3723.084717
	Iteration 35Q: 3 clusters Score -1.164663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94010 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -11646643.000000 Penalty: 3723.084717
	Iteration 36Q: 3 clusters Score -1.164664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94018 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11646635.000000 Penalty: 3723.084717
	Iteration 37Q: 3 clusters Score -1.164664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94024 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -11646640.000000 Penalty: 3723.084717
	Iteration 38Q: 3 clusters Score -1.164664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94034 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -11646644.000000 Penalty: 3723.084717
	Iteration 39Q: 3 clusters Score -1.164664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94042 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11646636.000000 Penalty: 3723.084717
	Iteration 40F: 3 clusters Score -1.164664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94048 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -11646638.000000 Penalty: 3723.084717
	Iteration 41Q: 3 clusters Score -1.164664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94050 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -11646637.000000 Penalty: 3723.084717
	Iteration 42Q: 3 clusters Score -1.164664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94054 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -11646635.000000 Penalty: 3723.084717
	Iteration 43Q: 3 clusters Score -1.164664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94060 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -11646645.000000 Penalty: 3723.084717
	Iteration 44Q: 3 clusters Score -1.164664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94062 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -11646643.000000 Penalty: 3723.084717
	Iteration 45Q: 3 clusters Score -1.164664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94062 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -11646636.000000 Penalty: 3723.084717
	Iteration 46Q: 3 clusters Score -1.164664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94062 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -11646636.000000 Penalty: 3723.084717
	Iteration 47F: 3 clusters Score -1.164664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Entering Unmasked Estep 
Score: -9934096.000000 Penalty: 1835.224121
	Iteration 0F: 2 clusters Score -9934096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -9882739.000000 Penalty: 3670.448242
	Iteration 0F: 3 clusters Score -9882739 nChanged 38143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -9904795.000000 Penalty: 3670.448242
	Iteration 1F: 3 clusters Score -9904795 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -9905381.000000 Penalty: 3670.448242
	Iteration 2Q: 3 clusters Score -9905381 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -9906153.000000 Penalty: 3670.448242
	Iteration 3Q: 3 clusters Score -9906153 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -9907328.000000 Penalty: 3670.448242
	Iteration 4Q: 3 clusters Score -9907328 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -9908960.000000 Penalty: 3670.448242
	Iteration 5Q: 3 clusters Score -9908960 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -9911874.000000 Penalty: 3670.448242
	Iteration 6F: 3 clusters Score -9911874 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -9916033.000000 Penalty: 3670.448242
	Iteration 7F: 3 clusters Score -9916033 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -9921315.000000 Penalty: 3670.448242
	Iteration 8F: 3 clusters Score -9921315 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70543 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -9926116.000000 Penalty: 3670.448242
	Iteration 9F: 3 clusters Score -9926116 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74396 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -9929331.000000 Penalty: 3670.448242
	Iteration 10Q: 3 clusters Score -9929331 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -9931073.000000 Penalty: 3670.448242
	Iteration 11Q: 3 clusters Score -9931073 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78189 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -9931824.000000 Penalty: 3670.448242
	Iteration 12Q: 3 clusters Score -9931824 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -9932233.000000 Penalty: 3670.448242
	Iteration 13Q: 3 clusters Score -9932233 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -9932408.000000 Penalty: 3670.448242
	Iteration 14Q: 3 clusters Score -9932408 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79586 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9932480.000000 Penalty: 3670.448242
	Iteration 15Q: 3 clusters Score -9932480 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79719 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9932528.000000 Penalty: 3670.448242
	Iteration 16Q: 3 clusters Score -9932528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79795 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9932570.000000 Penalty: 3670.448242
	Iteration 17Q: 3 clusters Score -9932570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9932594.000000 Penalty: 3670.448242
	Iteration 18Q: 3 clusters Score -9932594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79872 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9932602.000000 Penalty: 3670.448242
	Iteration 19Q: 3 clusters Score -9932602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79893 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9932612.000000 Penalty: 3670.448242
	Iteration 20F: 3 clusters Score -9932612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79907 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9932639.000000 Penalty: 3670.448242
	Iteration 21Q: 3 clusters Score -9932639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79927 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9932636.000000 Penalty: 3670.448242
	Iteration 22Q: 3 clusters Score -9932636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79946 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9932644.000000 Penalty: 3670.448242
	Iteration 23Q: 3 clusters Score -9932644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79958 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9932663.000000 Penalty: 3670.448242
	Iteration 24Q: 3 clusters Score -9932663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79963 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9932676.000000 Penalty: 3670.448242
	Iteration 25Q: 3 clusters Score -9932676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79970 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9932676.000000 Penalty: 3670.448242
	Iteration 26Q: 3 clusters Score -9932676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9932680.000000 Penalty: 3670.448242
	Iteration 27Q: 3 clusters Score -9932680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79976 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9932682.000000 Penalty: 3670.448242
	Iteration 28Q: 3 clusters Score -9932682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79980 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9932677.000000 Penalty: 3670.448242
	Iteration 29Q: 3 clusters Score -9932677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9932683.000000 Penalty: 3670.448242
	Iteration 30Q: 3 clusters Score -9932683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9932686.000000 Penalty: 3670.448242
	Iteration 31Q: 3 clusters Score -9932686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9932690.000000 Penalty: 3670.448242
	Iteration 32Q: 3 clusters Score -9932690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79986 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9932685.000000 Penalty: 3670.448242
	Iteration 33Q: 3 clusters Score -9932685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9932688.000000 Penalty: 3670.448242
	Iteration 34Q: 3 clusters Score -9932688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79988 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9932686.000000 Penalty: 3670.448242
	Iteration 35Q: 3 clusters Score -9932686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79988 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9932686.000000 Penalty: 3670.448242
	Iteration 36F: 3 clusters Score -9932686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56095.136719 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56095.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55141.894531 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55141.89 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55252.183594 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55252.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55280.105469 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55280.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55284.199219 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55290.421875 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55290.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55294.136719 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55294.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55297.140625 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -55297.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55297.140625 Penalty: 1890.561035
	Iteration 7F: 3 clusters Score -55297.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Entering Unmasked Estep 
Score: -5986350.500000 Penalty: 1751.570190
	Iteration 0F: 2 clusters Score -5986350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -5954203.000000 Penalty: 3503.140381
	Iteration 0F: 3 clusters Score -5954203 nChanged 22370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -5967123.000000 Penalty: 3503.140381
	Iteration 1F: 3 clusters Score -5967123 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -5967791.000000 Penalty: 3503.140381
	Iteration 2Q: 3 clusters Score -5967791 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -5968783.500000 Penalty: 3503.140381
	Iteration 3Q: 3 clusters Score -5968784 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -5970428.500000 Penalty: 3503.140381
	Iteration 4F: 3 clusters Score -5970428 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -5972764.000000 Penalty: 3503.140381
	Iteration 5F: 3 clusters Score -5972764 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -5975575.000000 Penalty: 3503.140381
	Iteration 6F: 3 clusters Score -5975575 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -5978255.000000 Penalty: 3503.140381
	Iteration 7F: 3 clusters Score -5978255 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -5980299.000000 Penalty: 3503.140381
	Iteration 8Q: 3 clusters Score -5980299 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -5981763.000000 Penalty: 3503.140381
	Iteration 9Q: 3 clusters Score -5981763 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -5982722.500000 Penalty: 3503.140381
	Iteration 10Q: 3 clusters Score -5982722 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -5983390.000000 Penalty: 3503.140381
	Iteration 11Q: 3 clusters Score -5983390 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -5983873.500000 Penalty: 3503.140381
	Iteration 12Q: 3 clusters Score -5983874 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -5984181.000000 Penalty: 3503.140381
	Iteration 13Q: 3 clusters Score -5984181 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -5984383.500000 Penalty: 3503.140381
	Iteration 14Q: 3 clusters Score -5984384 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -5984536.000000 Penalty: 3503.140381
	Iteration 15Q: 3 clusters Score -5984536 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -5984620.000000 Penalty: 3503.140381
	Iteration 16Q: 3 clusters Score -5984620 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -5984671.000000 Penalty: 3503.140381
	Iteration 17Q: 3 clusters Score -5984671 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -5984716.000000 Penalty: 3503.140381
	Iteration 18Q: 3 clusters Score -5984716 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -5984750.000000 Penalty: 3503.140381
	Iteration 19Q: 3 clusters Score -5984750 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -5984775.000000 Penalty: 3503.140381
	Iteration 20F: 3 clusters Score -5984775 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -5984786.000000 Penalty: 3503.140381
	Iteration 21Q: 3 clusters Score -5984786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -5984800.500000 Penalty: 3503.140381
	Iteration 22Q: 3 clusters Score -5984800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -5984811.000000 Penalty: 3503.140381
	Iteration 23Q: 3 clusters Score -5984811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -5984825.000000 Penalty: 3503.140381
	Iteration 24Q: 3 clusters Score -5984825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -5984839.000000 Penalty: 3503.140381
	Iteration 25Q: 3 clusters Score -5984839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -5984839.500000 Penalty: 3503.140381
	Iteration 26Q: 3 clusters Score -5984840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -5984845.000000 Penalty: 3503.140381
	Iteration 27Q: 3 clusters Score -5984845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -5984847.000000 Penalty: 3503.140381
	Iteration 28Q: 3 clusters Score -5984847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -5984854.500000 Penalty: 3503.140381
	Iteration 29Q: 3 clusters Score -5984854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -5984853.500000 Penalty: 3503.140381
	Iteration 30Q: 3 clusters Score -5984854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -5984856.000000 Penalty: 3503.140381
	Iteration 31Q: 3 clusters Score -5984856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -5984860.500000 Penalty: 3503.140381
	Iteration 32Q: 3 clusters Score -5984860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -5984856.500000 Penalty: 3503.140381
	Iteration 33Q: 3 clusters Score -5984856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -5984857.000000 Penalty: 3503.140381
	Iteration 34Q: 3 clusters Score -5984857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -5984860.000000 Penalty: 3503.140381
	Iteration 35Q: 3 clusters Score -5984860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -5984860.500000 Penalty: 3503.140381
	Iteration 36Q: 3 clusters Score -5984860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -5984859.500000 Penalty: 3503.140381
	Iteration 37Q: 3 clusters Score -5984860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -5984859.500000 Penalty: 3503.140381
	Iteration 38F: 3 clusters Score -5984860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83353 members 
Mstep: Class 2 contains 971 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 32170 members 
Mstep: Class 5 contains 10288 members 
Mstep: Class 6 contains 33448 members 
Mstep: Class 7 contains 62008 members 
Mstep: Class 8 contains 84532 members 
Mstep: Class 9 contains 57311 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 14 contains 1508 members 
Mstep: Class 18 contains 94433 members 
Mstep: Class 19 contains 80313 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75548776.000000 Penalty: 34682.753906
Iteration 119Q: 17 clusters Score -7.554878e+07 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83178 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 3 contains 3348 members 
Mstep: Class 4 contains 32091 members 
Mstep: Class 5 contains 10246 members 
Mstep: Class 6 contains 33714 members 
Mstep: Class 7 contains 62274 members 
Mstep: Class 8 contains 84342 members 
Mstep: Class 9 contains 58588 members 
Mstep: Class 10 contains 26633 members 
Mstep: Class 12 contains 710 members 
Mstep: Class 14 contains 1499 members 
Mstep: Class 18 contains 94212 members 
Mstep: Class 19 contains 80941 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75551864.000000 Penalty: 34682.753906
Iteration 120F: 17 clusters Score -7.555186e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82912 members 
Mstep: Class 2 contains 970 members 
Mstep: Class 3 contains 3335 members 
Mstep: Class 4 contains 31987 members 
Mstep: Class 5 contains 10215 members 
Mstep: Class 6 contains 33829 members 
Mstep: Class 7 contains 62283 members 
Mstep: Class 8 contains 83982 members 
Mstep: Class 9 contains 59636 members 
Mstep: Class 10 contains 27324 members 
Mstep: Class 12 contains 709 members 
Mstep: Class 14 contains 1473 members 
Mstep: Class 18 contains 92801 members 
Mstep: Class 19 contains 81171 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75553504.000000 Penalty: 34682.753906
Iteration 121Q: 17 clusters Score -7.55535e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82676 members 
Mstep: Class 2 contains 970 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 31905 members 
Mstep: Class 5 contains 10164 members 
Mstep: Class 6 contains 33956 members 
Mstep: Class 7 contains 62295 members 
Mstep: Class 8 contains 83575 members 
Mstep: Class 9 contains 60690 members 
Mstep: Class 10 contains 27811 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 14 contains 1444 members 
Mstep: Class 18 contains 91656 members 
Mstep: Class 19 contains 81344 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75554600.000000 Penalty: 34682.753906
Iteration 122Q: 17 clusters Score -7.55546e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82507 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 3296 members 
Mstep: Class 4 contains 31828 members 
Mstep: Class 5 contains 10119 members 
Mstep: Class 6 contains 34068 members 
Mstep: Class 7 contains 62319 members 
Mstep: Class 8 contains 83279 members 
Mstep: Class 9 contains 61747 members 
Mstep: Class 10 contains 28245 members 
Mstep: Class 12 contains 704 members 
Mstep: Class 14 contains 1421 members 
Mstep: Class 18 contains 90369 members 
Mstep: Class 19 contains 81495 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2153.794922 but Gain 2167.669922
Score: -75555048.000000 Penalty: 32515.083984
Iteration 123Q: 16 clusters Score -7.555505e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82635 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 3281 members 
Mstep: Class 4 contains 31757 members 
Mstep: Class 5 contains 10071 members 
Mstep: Class 6 contains 34218 members 
Mstep: Class 7 contains 62470 members 
Mstep: Class 8 contains 83075 members 
Mstep: Class 9 contains 63018 members 
Mstep: Class 10 contains 28711 members 
Mstep: Class 12 contains 703 members 
Mstep: Class 18 contains 89102 members 
Mstep: Class 19 contains 81908 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75556896.000000 Penalty: 32515.083984
Iteration 124Q: 16 clusters Score -7.55569e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82541 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 3 contains 3262 members 
Mstep: Class 4 contains 31672 members 
Mstep: Class 5 contains 10021 members 
Mstep: Class 6 contains 34350 members 
Mstep: Class 7 contains 62478 members 
Mstep: Class 8 contains 82926 members 
Mstep: Class 9 contains 64161 members 
Mstep: Class 10 contains 29167 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 87236 members 
Mstep: Class 19 contains 82141 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75557200.000000 Penalty: 32515.083984
Iteration 125Q: 16 clusters Score -7.55572e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82562 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 3219 members 
Mstep: Class 4 contains 31558 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 34451 members 
Mstep: Class 7 contains 62508 members 
Mstep: Class 8 contains 82822 members 
Mstep: Class 9 contains 65385 members 
Mstep: Class 10 contains 29698 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 18 contains 85041 members 
Mstep: Class 19 contains 82420 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75557616.000000 Penalty: 32515.083984
Iteration 126Q: 16 clusters Score -7.555762e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 3 contains 3166 members 
Mstep: Class 4 contains 31405 members 
Mstep: Class 5 contains 9951 members 
Mstep: Class 6 contains 34527 members 
Mstep: Class 7 contains 62554 members 
Mstep: Class 8 contains 82624 members 
Mstep: Class 9 contains 66588 members 
Mstep: Class 10 contains 30238 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 82860 members 
Mstep: Class 19 contains 82740 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75558792.000000 Penalty: 32515.083984
Iteration 127Q: 16 clusters Score -7.555879e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 3103 members 
Mstep: Class 4 contains 31248 members 
Mstep: Class 5 contains 9915 members 
Mstep: Class 6 contains 34654 members 
Mstep: Class 7 contains 62609 members 
Mstep: Class 8 contains 82295 members 
Mstep: Class 9 contains 67814 members 
Mstep: Class 10 contains 30794 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 80653 members 
Mstep: Class 19 contains 83089 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75559808.000000 Penalty: 32515.083984
Iteration 128Q: 16 clusters Score -7.555981e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82874 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 4 contains 31067 members 
Mstep: Class 5 contains 9877 members 
Mstep: Class 6 contains 34779 members 
Mstep: Class 7 contains 62629 members 
Mstep: Class 8 contains 82094 members 
Mstep: Class 9 contains 69019 members 
Mstep: Class 10 contains 31350 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 78528 members 
Mstep: Class 19 contains 83369 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75560416.000000 Penalty: 32515.083984
Iteration 129Q: 16 clusters Score -7.556042e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82960 members 
Mstep: Class 2 contains 961 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 30883 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 34931 members 
Mstep: Class 7 contains 62654 members 
Mstep: Class 8 contains 81846 members 
Mstep: Class 9 contains 70106 members 
Mstep: Class 10 contains 31937 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 76450 members 
Mstep: Class 19 contains 83614 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75560872.000000 Penalty: 32515.083984
Iteration 130Q: 16 clusters Score -7.556087e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83010 members 
Mstep: Class 2 contains 961 members 
Mstep: Class 3 contains 2886 members 
Mstep: Class 4 contains 30729 members 
Mstep: Class 5 contains 9807 members 
Mstep: Class 6 contains 35080 members 
Mstep: Class 7 contains 62681 members 
Mstep: Class 8 contains 81583 members 
Mstep: Class 9 contains 71041 members 
Mstep: Class 10 contains 32514 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 74608 members 
Mstep: Class 19 contains 83863 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561432.000000 Penalty: 32515.083984
Iteration 131Q: 16 clusters Score -7.556143e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 961 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 30546 members 
Mstep: Class 5 contains 9770 members 
Mstep: Class 6 contains 35175 members 
Mstep: Class 7 contains 62740 members 
Mstep: Class 8 contains 81373 members 
Mstep: Class 9 contains 71879 members 
Mstep: Class 10 contains 33127 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 72887 members 
Mstep: Class 19 contains 84026 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75562048.000000 Penalty: 32515.083984
Iteration 132Q: 16 clusters Score -7.556205e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 961 members 
Mstep: Class 3 contains 2764 members 
Mstep: Class 4 contains 30405 members 
Mstep: Class 5 contains 9723 members 
Mstep: Class 6 contains 35211 members 
Mstep: Class 7 contains 62776 members 
Mstep: Class 8 contains 81113 members 
Mstep: Class 9 contains 72641 members 
Mstep: Class 10 contains 33703 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 18 contains 71428 members 
Mstep: Class 19 contains 84163 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75562512.000000 Penalty: 32515.083984
Iteration 133Q: 16 clusters Score -7.556251e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83175 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 3 contains 2705 members 
Mstep: Class 4 contains 30293 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 35248 members 
Mstep: Class 7 contains 62828 members 
Mstep: Class 8 contains 80766 members 
Mstep: Class 9 contains 73269 members 
Mstep: Class 10 contains 34275 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 70194 members 
Mstep: Class 19 contains 84278 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75562976.000000 Penalty: 32515.083984
Iteration 134Q: 16 clusters Score -7.556298e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83134 members 
Mstep: Class 2 contains 963 members 
Mstep: Class 3 contains 2658 members 
Mstep: Class 4 contains 30185 members 
Mstep: Class 5 contains 9627 members 
Mstep: Class 6 contains 35280 members 
Mstep: Class 7 contains 62893 members 
Mstep: Class 8 contains 80415 members 
Mstep: Class 9 contains 73848 members 
Mstep: Class 10 contains 34844 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 69085 members 
Mstep: Class 19 contains 84397 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75563368.000000 Penalty: 32515.083984
Iteration 135Q: 16 clusters Score -7.556337e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83090 members 
Mstep: Class 2 contains 961 members 
Mstep: Class 3 contains 2608 members 
Mstep: Class 4 contains 30077 members 
Mstep: Class 5 contains 9590 members 
Mstep: Class 6 contains 35270 members 
Mstep: Class 7 contains 62932 members 
Mstep: Class 8 contains 80095 members 
Mstep: Class 9 contains 74335 members 
Mstep: Class 10 contains 35418 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 68150 members 
Mstep: Class 19 contains 84504 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75563624.000000 Penalty: 32515.083984
Iteration 136Q: 16 clusters Score -7.556362e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82999 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 2569 members 
Mstep: Class 4 contains 29997 members 
Mstep: Class 5 contains 9549 members 
Mstep: Class 6 contains 35280 members 
Mstep: Class 7 contains 63002 members 
Mstep: Class 8 contains 79787 members 
Mstep: Class 9 contains 74766 members 
Mstep: Class 10 contains 36008 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 67277 members 
Mstep: Class 19 contains 84576 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564000.000000 Penalty: 32515.083984
Iteration 137Q: 16 clusters Score -7.5564e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82928 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2533 members 
Mstep: Class 4 contains 29972 members 
Mstep: Class 5 contains 9496 members 
Mstep: Class 6 contains 35299 members 
Mstep: Class 7 contains 63077 members 
Mstep: Class 8 contains 79441 members 
Mstep: Class 9 contains 75121 members 
Mstep: Class 10 contains 36516 members 
Mstep: Class 12 contains 687 members 
Mstep: Class 18 contains 66576 members 
Mstep: Class 19 contains 84617 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564120.000000 Penalty: 32515.083984
Iteration 138Q: 16 clusters Score -7.556412e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 3 contains 2524 members 
Mstep: Class 4 contains 29920 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 35346 members 
Mstep: Class 7 contains 63155 members 
Mstep: Class 8 contains 79170 members 
Mstep: Class 9 contains 75404 members 
Mstep: Class 10 contains 37003 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 18 contains 65923 members 
Mstep: Class 19 contains 84613 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564568.000000 Penalty: 32515.083984
Iteration 139Q: 16 clusters Score -7.556457e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82813 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 3 contains 2494 members 
Mstep: Class 4 contains 29889 members 
Mstep: Class 5 contains 9400 members 
Mstep: Class 6 contains 35400 members 
Mstep: Class 7 contains 63255 members 
Mstep: Class 8 contains 78918 members 
Mstep: Class 9 contains 75616 members 
Mstep: Class 10 contains 37473 members 
Mstep: Class 12 contains 680 members 
Mstep: Class 18 contains 65230 members 
Mstep: Class 19 contains 84649 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564888.000000 Penalty: 32515.083984
Iteration 140F: 16 clusters Score -7.556489e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82764 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 29861 members 
Mstep: Class 5 contains 9346 members 
Mstep: Class 6 contains 35433 members 
Mstep: Class 7 contains 63346 members 
Mstep: Class 8 contains 78695 members 
Mstep: Class 9 contains 75786 members 
Mstep: Class 10 contains 37881 members 
Mstep: Class 12 contains 680 members 
Mstep: Class 18 contains 64714 members 
Mstep: Class 19 contains 84657 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565392.000000 Penalty: 32515.083984
Iteration 141Q: 16 clusters Score -7.556539e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82721 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 29849 members 
Mstep: Class 5 contains 9294 members 
Mstep: Class 6 contains 35456 members 
Mstep: Class 7 contains 63481 members 
Mstep: Class 8 contains 78507 members 
Mstep: Class 9 contains 75883 members 
Mstep: Class 10 contains 38233 members 
Mstep: Class 12 contains 680 members 
Mstep: Class 18 contains 64304 members 
Mstep: Class 19 contains 84639 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565400.000000 Penalty: 32515.083984
Iteration 142Q: 16 clusters Score -7.55654e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82673 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 29808 members 
Mstep: Class 5 contains 9243 members 
Mstep: Class 6 contains 35464 members 
Mstep: Class 7 contains 63617 members 
Mstep: Class 8 contains 78307 members 
Mstep: Class 9 contains 76000 members 
Mstep: Class 10 contains 38570 members 
Mstep: Class 12 contains 680 members 
Mstep: Class 18 contains 63965 members 
Mstep: Class 19 contains 84622 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565856.000000 Penalty: 32515.083984
Iteration 143Q: 16 clusters Score -7.556586e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82691 members 
Mstep: Class 2 contains 959 members 
Mstep: Class 3 contains 2412 members 
Mstep: Class 4 contains 29767 members 
Mstep: Class 5 contains 9200 members 
Mstep: Class 6 contains 35466 members 
Mstep: Class 7 contains 63744 members 
Mstep: Class 8 contains 78072 members 
Mstep: Class 9 contains 76120 members 
Mstep: Class 10 contains 38882 members 
Mstep: Class 12 contains 679 members 
Mstep: Class 18 contains 63659 members 
Mstep: Class 19 contains 84602 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566112.000000 Penalty: 32515.083984
Iteration 144Q: 16 clusters Score -7.556611e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 959 members 
Mstep: Class 3 contains 2399 members 
Mstep: Class 4 contains 29713 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 35457 members 
Mstep: Class 7 contains 63836 members 
Mstep: Class 8 contains 77878 members 
Mstep: Class 9 contains 76195 members 
Mstep: Class 10 contains 39167 members 
Mstep: Class 12 contains 678 members 
Mstep: Class 18 contains 63462 members 
Mstep: Class 19 contains 84562 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566328.000000 Penalty: 32515.083984
Iteration 145Q: 16 clusters Score -7.556633e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82718 members 
Mstep: Class 2 contains 958 members 
Mstep: Class 3 contains 2375 members 
Mstep: Class 4 contains 29672 members 
Mstep: Class 5 contains 9109 members 
Mstep: Class 6 contains 35422 members 
Mstep: Class 7 contains 63909 members 
Mstep: Class 8 contains 77664 members 
Mstep: Class 9 contains 76261 members 
Mstep: Class 10 contains 39439 members 
Mstep: Class 12 contains 678 members 
Mstep: Class 18 contains 63352 members 
Mstep: Class 19 contains 84530 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566528.000000 Penalty: 32515.083984
Iteration 146Q: 16 clusters Score -7.556653e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82741 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 29642 members 
Mstep: Class 5 contains 9061 members 
Mstep: Class 6 contains 35369 members 
Mstep: Class 7 contains 64023 members 
Mstep: Class 8 contains 77464 members 
Mstep: Class 9 contains 76309 members 
Mstep: Class 10 contains 39687 members 
Mstep: Class 12 contains 678 members 
Mstep: Class 18 contains 63247 members 
Mstep: Class 19 contains 84507 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566848.000000 Penalty: 32515.083984
Iteration 147Q: 16 clusters Score -7.556685e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 29633 members 
Mstep: Class 5 contains 9008 members 
Mstep: Class 6 contains 35303 members 
Mstep: Class 7 contains 64122 members 
Mstep: Class 8 contains 77295 members 
Mstep: Class 9 contains 76353 members 
Mstep: Class 10 contains 39925 members 
Mstep: Class 12 contains 678 members 
Mstep: Class 18 contains 63181 members 
Mstep: Class 19 contains 84446 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75567120.000000 Penalty: 32515.083984
Iteration 148Q: 16 clusters Score -7.556712e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 2341 members 
Mstep: Class 4 contains 29605 members 
Mstep: Class 5 contains 8967 members 
Mstep: Class 6 contains 35233 members 
Mstep: Class 7 contains 64227 members 
Mstep: Class 8 contains 77164 members 
Mstep: Class 9 contains 76402 members 
Mstep: Class 10 contains 40147 members 
Mstep: Class 12 contains 677 members 
Mstep: Class 18 contains 63158 members 
Mstep: Class 19 contains 84365 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75567232.000000 Penalty: 32515.083984
Iteration 149Q: 16 clusters Score -7.556723e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82804 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 29587 members 
Mstep: Class 5 contains 8927 members 
Mstep: Class 6 contains 35180 members 
Mstep: Class 7 contains 64335 members 
Mstep: Class 8 contains 77023 members 
Mstep: Class 9 contains 76424 members 
Mstep: Class 10 contains 40337 members 
Mstep: Class 12 contains 677 members 
Mstep: Class 18 contains 63171 members 
Mstep: Class 19 contains 84314 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75567320.000000 Penalty: 32515.083984
Iteration 150Q: 16 clusters Score -7.556732e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82804 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 29569 members 
Mstep: Class 5 contains 8884 members 
Mstep: Class 6 contains 35144 members 
Mstep: Class 7 contains 64436 members 
Mstep: Class 8 contains 76866 members 
Mstep: Class 9 contains 76433 members 
Mstep: Class 10 contains 40501 members 
Mstep: Class 12 contains 677 members 
Mstep: Class 18 contains 63196 members 
Mstep: Class 19 contains 84284 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75567408.000000 Penalty: 32515.083984
Iteration 151Q: 16 clusters Score -7.556741e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 2294 members 
Mstep: Class 4 contains 29564 members 
Mstep: Class 5 contains 8836 members 
Mstep: Class 6 contains 35093 members 
Mstep: Class 7 contains 64563 members 
Mstep: Class 8 contains 76703 members 
Mstep: Class 9 contains 76423 members 
Mstep: Class 10 contains 40646 members 
Mstep: Class 12 contains 677 members 
Mstep: Class 18 contains 63270 members 
Mstep: Class 19 contains 84263 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75567728.000000 Penalty: 32515.083984
Iteration 152Q: 16 clusters Score -7.556773e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82736 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 29557 members 
Mstep: Class 5 contains 8788 members 
Mstep: Class 6 contains 35033 members 
Mstep: Class 7 contains 64701 members 
Mstep: Class 8 contains 76563 members 
Mstep: Class 9 contains 76442 members 
Mstep: Class 10 contains 40773 members 
Mstep: Class 12 contains 678 members 
Mstep: Class 18 contains 63314 members 
Mstep: Class 19 contains 84230 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75567728.000000 Penalty: 32515.083984
Iteration 153Q: 16 clusters Score -7.556773e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82761 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 2288 members 
Mstep: Class 4 contains 29512 members 
Mstep: Class 5 contains 8748 members 
Mstep: Class 6 contains 34940 members 
Mstep: Class 7 contains 64832 members 
Mstep: Class 8 contains 76436 members 
Mstep: Class 9 contains 76444 members 
Mstep: Class 10 contains 40881 members 
Mstep: Class 12 contains 678 members 
Mstep: Class 18 contains 63350 members 
Mstep: Class 19 contains 84211 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75568048.000000 Penalty: 32515.083984
Iteration 154Q: 16 clusters Score -7.556805e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82730 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 2294 members 
Mstep: Class 4 contains 29455 members 
Mstep: Class 5 contains 8712 members 
Mstep: Class 6 contains 34855 members 
Mstep: Class 7 contains 64963 members 
Mstep: Class 8 contains 76370 members 
Mstep: Class 9 contains 76435 members 
Mstep: Class 10 contains 41004 members 
Mstep: Class 12 contains 678 members 
Mstep: Class 18 contains 63382 members 
Mstep: Class 19 contains 84187 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75568232.000000 Penalty: 32515.083984
Iteration 155Q: 16 clusters Score -7.556823e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82740 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 2291 members 
Mstep: Class 4 contains 29396 members 
Mstep: Class 5 contains 8678 members 
Mstep: Class 6 contains 34783 members 
Mstep: Class 7 contains 65099 members 
Mstep: Class 8 contains 76266 members 
Mstep: Class 9 contains 76411 members 
Mstep: Class 10 contains 41103 members 
Mstep: Class 12 contains 678 members 
Mstep: Class 18 contains 63452 members 
Mstep: Class 19 contains 84178 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75568344.000000 Penalty: 32515.083984
Iteration 156Q: 16 clusters Score -7.556834e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82793 members 
Mstep: Class 2 contains 955 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 29360 members 
Mstep: Class 5 contains 8643 members 
Mstep: Class 6 contains 34707 members 
Mstep: Class 7 contains 65236 members 
Mstep: Class 8 contains 76157 members 
Mstep: Class 9 contains 76394 members 
Mstep: Class 10 contains 41177 members 
Mstep: Class 12 contains 678 members 
Mstep: Class 18 contains 63523 members 
Mstep: Class 19 contains 84160 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75568528.000000 Penalty: 32515.083984
Iteration 157Q: 16 clusters Score -7.556853e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 957 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 29319 members 
Mstep: Class 5 contains 8603 members 
Mstep: Class 6 contains 34644 members 
Mstep: Class 7 contains 65372 members 
Mstep: Class 8 contains 76136 members 
Mstep: Class 9 contains 76365 members 
Mstep: Class 10 contains 41251 members 
Mstep: Class 12 contains 678 members 
Mstep: Class 18 contains 63561 members 
Mstep: Class 19 contains 84130 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75568824.000000 Penalty: 32515.083984
Iteration 158Q: 16 clusters Score -7.556882e+07 nChanged 1653
Entering ConstructFrom: 
Score: -75568824.000000 Penalty: 32515.083984
Entering ConstructFrom: 
Trying to split cluster 1 (82873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82873 members 
Entering Unmasked Estep 
Score: -10318676.000000 Penalty: 1840.322998
	Iteration 0F: 2 clusters Score -1.031868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -10264899.000000 Penalty: 3680.645996
	Iteration 0F: 3 clusters Score -1.02649e+07 nChanged 39662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -10287704.000000 Penalty: 3680.645996
	Iteration 1F: 3 clusters Score -1.02877e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -10288165.000000 Penalty: 3680.645996
	Iteration 2Q: 3 clusters Score -1.028816e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -10288758.000000 Penalty: 3680.645996
	Iteration 3Q: 3 clusters Score -1.028876e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -10289543.000000 Penalty: 3680.645996
	Iteration 4Q: 3 clusters Score -1.028954e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -10290479.000000 Penalty: 3680.645996
	Iteration 5Q: 3 clusters Score -1.029048e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -10291992.000000 Penalty: 3680.645996
	Iteration 6Q: 3 clusters Score -1.029199e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -10294318.000000 Penalty: 3680.645996
	Iteration 7Q: 3 clusters Score -1.029432e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -10297595.000000 Penalty: 3680.645996
	Iteration 8F: 3 clusters Score -1.02976e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -10301855.000000 Penalty: 3680.645996
	Iteration 9F: 3 clusters Score -1.030186e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -10306296.000000 Penalty: 3680.645996
	Iteration 10F: 3 clusters Score -1.03063e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69920 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -10309809.000000 Penalty: 3680.645996
	Iteration 11F: 3 clusters Score -1.030981e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72724 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -10312053.000000 Penalty: 3680.645996
	Iteration 12Q: 3 clusters Score -1.031205e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -10313391.000000 Penalty: 3680.645996
	Iteration 13Q: 3 clusters Score -1.031339e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -10314164.000000 Penalty: 3680.645996
	Iteration 14Q: 3 clusters Score -1.031416e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76786 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -10314678.000000 Penalty: 3680.645996
	Iteration 15Q: 3 clusters Score -1.031468e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77489 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -10314990.000000 Penalty: 3680.645996
	Iteration 16Q: 3 clusters Score -1.031499e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78059 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -10315260.000000 Penalty: 3680.645996
	Iteration 17Q: 3 clusters Score -1.031526e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -10315550.000000 Penalty: 3680.645996
	Iteration 18Q: 3 clusters Score -1.031555e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78966 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -10315766.000000 Penalty: 3680.645996
	Iteration 19Q: 3 clusters Score -1.031577e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79333 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -10315898.000000 Penalty: 3680.645996
	Iteration 20F: 3 clusters Score -1.03159e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -10316020.000000 Penalty: 3680.645996
	Iteration 21Q: 3 clusters Score -1.031602e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -10316170.000000 Penalty: 3680.645996
	Iteration 22Q: 3 clusters Score -1.031617e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -10316302.000000 Penalty: 3680.645996
	Iteration 23Q: 3 clusters Score -1.03163e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -10316436.000000 Penalty: 3680.645996
	Iteration 24Q: 3 clusters Score -1.031644e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80648 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -10316487.000000 Penalty: 3680.645996
	Iteration 25Q: 3 clusters Score -1.031649e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -10316573.000000 Penalty: 3680.645996
	Iteration 26Q: 3 clusters Score -1.031657e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -10316599.000000 Penalty: 3680.645996
	Iteration 27Q: 3 clusters Score -1.03166e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -10316657.000000 Penalty: 3680.645996
	Iteration 28Q: 3 clusters Score -1.031666e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81140 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -10316699.000000 Penalty: 3680.645996
	Iteration 29Q: 3 clusters Score -1.03167e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -10316753.000000 Penalty: 3680.645996
	Iteration 30Q: 3 clusters Score -1.031675e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -10316793.000000 Penalty: 3680.645996
	Iteration 31Q: 3 clusters Score -1.031679e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81414 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -10316828.000000 Penalty: 3680.645996
	Iteration 32Q: 3 clusters Score -1.031683e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -10316853.000000 Penalty: 3680.645996
	Iteration 33Q: 3 clusters Score -1.031685e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -10316890.000000 Penalty: 3680.645996
	Iteration 34Q: 3 clusters Score -1.031689e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81600 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -10316909.000000 Penalty: 3680.645996
	Iteration 35Q: 3 clusters Score -1.031691e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -10316946.000000 Penalty: 3680.645996
	Iteration 36Q: 3 clusters Score -1.031695e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81682 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -10316961.000000 Penalty: 3680.645996
	Iteration 37Q: 3 clusters Score -1.031696e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81715 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -10316974.000000 Penalty: 3680.645996
	Iteration 38Q: 3 clusters Score -1.031697e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -10316992.000000 Penalty: 3680.645996
	Iteration 39Q: 3 clusters Score -1.031699e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -10316990.000000 Penalty: 3680.645996
	Iteration 40F: 3 clusters Score -1.031699e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81778 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10317015.000000 Penalty: 3680.645996
	Iteration 41Q: 3 clusters Score -1.031702e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81802 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10317015.000000 Penalty: 3680.645996
	Iteration 42Q: 3 clusters Score -1.031702e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10317013.000000 Penalty: 3680.645996
	Iteration 43Q: 3 clusters Score -1.031701e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81849 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10317025.000000 Penalty: 3680.645996
	Iteration 44Q: 3 clusters Score -1.031702e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -10317039.000000 Penalty: 3680.645996
	Iteration 45Q: 3 clusters Score -1.031704e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -10317055.000000 Penalty: 3680.645996
	Iteration 46Q: 3 clusters Score -1.031706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -10317061.000000 Penalty: 3680.645996
	Iteration 47Q: 3 clusters Score -1.031706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81900 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10317075.000000 Penalty: 3680.645996
	Iteration 48Q: 3 clusters Score -1.031708e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10317064.000000 Penalty: 3680.645996
	Iteration 49Q: 3 clusters Score -1.031706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81927 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -10317067.000000 Penalty: 3680.645996
	Iteration 50Q: 3 clusters Score -1.031707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81936 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -10317070.000000 Penalty: 3680.645996
	Iteration 51Q: 3 clusters Score -1.031707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81942 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10317074.000000 Penalty: 3680.645996
	Iteration 52Q: 3 clusters Score -1.031707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10317066.000000 Penalty: 3680.645996
	Iteration 53Q: 3 clusters Score -1.031707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10317078.000000 Penalty: 3680.645996
	Iteration 54Q: 3 clusters Score -1.031708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81967 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10317085.000000 Penalty: 3680.645996
	Iteration 55Q: 3 clusters Score -1.031708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81971 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10317079.000000 Penalty: 3680.645996
	Iteration 56Q: 3 clusters Score -1.031708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -10317078.000000 Penalty: 3680.645996
	Iteration 57Q: 3 clusters Score -1.031708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10317080.000000 Penalty: 3680.645996
	Iteration 58Q: 3 clusters Score -1.031708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81975 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10317076.000000 Penalty: 3680.645996
	Iteration 59Q: 3 clusters Score -1.031708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10317078.000000 Penalty: 3680.645996
	Iteration 60F: 3 clusters Score -1.031708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81984 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10317078.000000 Penalty: 3680.645996
	Iteration 61Q: 3 clusters Score -1.031708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81988 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10317074.000000 Penalty: 3680.645996
	Iteration 62Q: 3 clusters Score -1.031707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81992 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -10317071.000000 Penalty: 3680.645996
	Iteration 63Q: 3 clusters Score -1.031707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81993 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10317078.000000 Penalty: 3680.645996
	Iteration 64Q: 3 clusters Score -1.031708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81998 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10317074.000000 Penalty: 3680.645996
	Iteration 65Q: 3 clusters Score -1.031707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82004 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10317069.000000 Penalty: 3680.645996
	Iteration 66Q: 3 clusters Score -1.031707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10317065.000000 Penalty: 3680.645996
	Iteration 67Q: 3 clusters Score -1.031706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82010 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10317064.000000 Penalty: 3680.645996
	Iteration 68Q: 3 clusters Score -1.031706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -10317069.000000 Penalty: 3680.645996
	Iteration 69Q: 3 clusters Score -1.031707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10317071.000000 Penalty: 3680.645996
	Iteration 70Q: 3 clusters Score -1.031707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -10317068.000000 Penalty: 3680.645996
	Iteration 71Q: 3 clusters Score -1.031707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10317073.000000 Penalty: 3680.645996
	Iteration 72Q: 3 clusters Score -1.031707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10317073.000000 Penalty: 3680.645996
	Iteration 73F: 3 clusters Score -1.031707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -105427.039062 Penalty: 1115.198120
	Iteration 0F: 2 clusters Score -105427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -104061.828125 Penalty: 2230.396240
	Iteration 0F: 3 clusters Score -104061.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -104351.179688 Penalty: 2230.396240
	Iteration 1F: 3 clusters Score -104351.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -104466.578125 Penalty: 2230.396240
	Iteration 2F: 3 clusters Score -104466.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -104537.554688 Penalty: 2230.396240
	Iteration 3F: 3 clusters Score -104537.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -104574.671875 Penalty: 2230.396240
	Iteration 4Q: 3 clusters Score -104574.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -104606.851562 Penalty: 2230.396240
	Iteration 5Q: 3 clusters Score -104606.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -104647.039062 Penalty: 2230.396240
	Iteration 6Q: 3 clusters Score -104647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -104683.734375 Penalty: 2230.396240
	Iteration 7Q: 3 clusters Score -104683.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104715.343750 Penalty: 2230.396240
	Iteration 8Q: 3 clusters Score -104715.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -104742.554688 Penalty: 2230.396240
	Iteration 9Q: 3 clusters Score -104742.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -104773.367188 Penalty: 2230.396240
	Iteration 10Q: 3 clusters Score -104773.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -104800.984375 Penalty: 2230.396240
	Iteration 11Q: 3 clusters Score -104801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -104840.054688 Penalty: 2230.396240
	Iteration 12Q: 3 clusters Score -104840.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -104868.632812 Penalty: 2230.396240
	Iteration 13Q: 3 clusters Score -104868.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -104897.414062 Penalty: 2230.396240
	Iteration 14Q: 3 clusters Score -104897.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -104918.406250 Penalty: 2230.396240
	Iteration 15Q: 3 clusters Score -104918.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -104928.968750 Penalty: 2230.396240
	Iteration 16Q: 3 clusters Score -104929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -104941.039062 Penalty: 2230.396240
	Iteration 17Q: 3 clusters Score -104941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -104957.117188 Penalty: 2230.396240
	Iteration 18Q: 3 clusters Score -104957.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -104981.070312 Penalty: 2230.396240
	Iteration 19Q: 3 clusters Score -104981.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -105036.257812 Penalty: 2230.396240
	Iteration 20F: 3 clusters Score -105036.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -105109.187500 Penalty: 2230.396240
	Iteration 21Q: 3 clusters Score -105109.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -105141.312500 Penalty: 2230.396240
	Iteration 22Q: 3 clusters Score -105141.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -105153.398438 Penalty: 2230.396240
	Iteration 23Q: 3 clusters Score -105153.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -105177.515625 Penalty: 2230.396240
	Iteration 24Q: 3 clusters Score -105177.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -105203.609375 Penalty: 2230.396240
	Iteration 25Q: 3 clusters Score -105203.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -105235.406250 Penalty: 2230.396240
	Iteration 26Q: 3 clusters Score -105235.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -105254.546875 Penalty: 2230.396240
	Iteration 27Q: 3 clusters Score -105254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -105267.343750 Penalty: 2230.396240
	Iteration 28Q: 3 clusters Score -105267.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -105275.125000 Penalty: 2230.396240
	Iteration 29Q: 3 clusters Score -105275.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -105277.109375 Penalty: 2230.396240
	Iteration 30Q: 3 clusters Score -105277.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -105279.125000 Penalty: 2230.396240
	Iteration 31Q: 3 clusters Score -105279.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -105279.125000 Penalty: 2230.396240
	Iteration 32F: 3 clusters Score -105279.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -279927.531250 Penalty: 1255.867554
	Iteration 0F: 2 clusters Score -279927.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -277647.593750 Penalty: 2511.735107
	Iteration 0F: 3 clusters Score -277647.6 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -278081.468750 Penalty: 2511.735107
	Iteration 1F: 3 clusters Score -278081.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -278185.656250 Penalty: 2511.735107
	Iteration 2F: 3 clusters Score -278185.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -278253.312500 Penalty: 2511.735107
	Iteration 3Q: 3 clusters Score -278253.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -278301.125000 Penalty: 2511.735107
	Iteration 4Q: 3 clusters Score -278301.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -278339.500000 Penalty: 2511.735107
	Iteration 5Q: 3 clusters Score -278339.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -278363.437500 Penalty: 2511.735107
	Iteration 6Q: 3 clusters Score -278363.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -278381.843750 Penalty: 2511.735107
	Iteration 7Q: 3 clusters Score -278381.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -278393.375000 Penalty: 2511.735107
	Iteration 8Q: 3 clusters Score -278393.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -278405.687500 Penalty: 2511.735107
	Iteration 9Q: 3 clusters Score -278405.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -278419.812500 Penalty: 2511.735107
	Iteration 10Q: 3 clusters Score -278419.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -278429.093750 Penalty: 2511.735107
	Iteration 11Q: 3 clusters Score -278429.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -278435.625000 Penalty: 2511.735107
	Iteration 12Q: 3 clusters Score -278435.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -278438.718750 Penalty: 2511.735107
	Iteration 13Q: 3 clusters Score -278438.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -278440.781250 Penalty: 2511.735107
	Iteration 14Q: 3 clusters Score -278440.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -278442.437500 Penalty: 2511.735107
	Iteration 15Q: 3 clusters Score -278442.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -278443.250000 Penalty: 2511.735107
	Iteration 16Q: 3 clusters Score -278443.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -278445.281250 Penalty: 2511.735107
	Iteration 17Q: 3 clusters Score -278445.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -278446.531250 Penalty: 2511.735107
	Iteration 18Q: 3 clusters Score -278446.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -278447.250000 Penalty: 2511.735107
	Iteration 19Q: 3 clusters Score -278447.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -278448.062500 Penalty: 2511.735107
	Iteration 20F: 3 clusters Score -278448.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -278448.468750 Penalty: 2511.735107
	Iteration 21Q: 3 clusters Score -278448.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -278448.468750 Penalty: 2511.735107
	Iteration 22F: 3 clusters Score -278448.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Entering Unmasked Estep 
Score: -3551038.500000 Penalty: 1671.218384
	Iteration 0F: 2 clusters Score -3551038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3531227.750000 Penalty: 3342.436768
	Iteration 0F: 3 clusters Score -3531228 nChanged 13575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3538675.250000 Penalty: 3342.436768
	Iteration 1F: 3 clusters Score -3538675 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3538986.500000 Penalty: 3342.436768
	Iteration 2Q: 3 clusters Score -3538986 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3539222.750000 Penalty: 3342.436768
	Iteration 3Q: 3 clusters Score -3539223 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3539471.500000 Penalty: 3342.436768
	Iteration 4Q: 3 clusters Score -3539472 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3539721.000000 Penalty: 3342.436768
	Iteration 5Q: 3 clusters Score -3539721 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3539984.250000 Penalty: 3342.436768
	Iteration 6Q: 3 clusters Score -3539984 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -3540335.750000 Penalty: 3342.436768
	Iteration 7Q: 3 clusters Score -3540336 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -3540786.500000 Penalty: 3342.436768
	Iteration 8Q: 3 clusters Score -3540786 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -3541405.250000 Penalty: 3342.436768
	Iteration 9Q: 3 clusters Score -3541405 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -3542310.250000 Penalty: 3342.436768
	Iteration 10F: 3 clusters Score -3542310 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -3543421.500000 Penalty: 3342.436768
	Iteration 11F: 3 clusters Score -3543422 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3544683.000000 Penalty: 3342.436768
	Iteration 12F: 3 clusters Score -3544683 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3545940.000000 Penalty: 3342.436768
	Iteration 13F: 3 clusters Score -3545940 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3547068.250000 Penalty: 3342.436768
	Iteration 14Q: 3 clusters Score -3547068 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3548038.500000 Penalty: 3342.436768
	Iteration 15Q: 3 clusters Score -3548038 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3548612.000000 Penalty: 3342.436768
	Iteration 16Q: 3 clusters Score -3548612 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3548915.500000 Penalty: 3342.436768
	Iteration 17Q: 3 clusters Score -3548916 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3549116.500000 Penalty: 3342.436768
	Iteration 18Q: 3 clusters Score -3549116 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3549239.750000 Penalty: 3342.436768
	Iteration 19Q: 3 clusters Score -3549240 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3549320.000000 Penalty: 3342.436768
	Iteration 20F: 3 clusters Score -3549320 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3549375.250000 Penalty: 3342.436768
	Iteration 21Q: 3 clusters Score -3549375 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3549421.250000 Penalty: 3342.436768
	Iteration 22Q: 3 clusters Score -3549421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3549459.750000 Penalty: 3342.436768
	Iteration 23Q: 3 clusters Score -3549460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3549485.250000 Penalty: 3342.436768
	Iteration 24Q: 3 clusters Score -3549485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3549517.250000 Penalty: 3342.436768
	Iteration 25Q: 3 clusters Score -3549517 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3549538.750000 Penalty: 3342.436768
	Iteration 26Q: 3 clusters Score -3549539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3549557.250000 Penalty: 3342.436768
	Iteration 27Q: 3 clusters Score -3549557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3549566.000000 Penalty: 3342.436768
	Iteration 28Q: 3 clusters Score -3549566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3549577.000000 Penalty: 3342.436768
	Iteration 29Q: 3 clusters Score -3549577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3549586.250000 Penalty: 3342.436768
	Iteration 30Q: 3 clusters Score -3549586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3549600.500000 Penalty: 3342.436768
	Iteration 31Q: 3 clusters Score -3549600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3549612.750000 Penalty: 3342.436768
	Iteration 32Q: 3 clusters Score -3549613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3549619.250000 Penalty: 3342.436768
	Iteration 33Q: 3 clusters Score -3549619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3549624.750000 Penalty: 3342.436768
	Iteration 34Q: 3 clusters Score -3549625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3549628.250000 Penalty: 3342.436768
	Iteration 35Q: 3 clusters Score -3549628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3549631.500000 Penalty: 3342.436768
	Iteration 36Q: 3 clusters Score -3549632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3549631.250000 Penalty: 3342.436768
	Iteration 37Q: 3 clusters Score -3549631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3549632.500000 Penalty: 3342.436768
	Iteration 38Q: 3 clusters Score -3549632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3549631.500000 Penalty: 3342.436768
	Iteration 39Q: 3 clusters Score -3549632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3549634.250000 Penalty: 3342.436768
	Iteration 40F: 3 clusters Score -3549634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3549634.250000 Penalty: 3342.436768
	Iteration 41Q: 3 clusters Score -3549634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3549636.250000 Penalty: 3342.436768
	Iteration 42Q: 3 clusters Score -3549636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3549631.500000 Penalty: 3342.436768
	Iteration 43Q: 3 clusters Score -3549632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3549635.500000 Penalty: 3342.436768
	Iteration 44Q: 3 clusters Score -3549636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3549637.000000 Penalty: 3342.436768
	Iteration 45Q: 3 clusters Score -3549637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3549637.000000 Penalty: 3342.436768
	Iteration 46F: 3 clusters Score -3549637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Entering Unmasked Estep 
Score: -1018525.812500 Penalty: 1471.508789
	Iteration 0F: 2 clusters Score -1018526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1012269.625000 Penalty: 2943.017578
	Iteration 0F: 3 clusters Score -1012270 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1014379.687500 Penalty: 2943.017578
	Iteration 1F: 3 clusters Score -1014380 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1014887.000000 Penalty: 2943.017578
	Iteration 2F: 3 clusters Score -1014887 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1015390.125000 Penalty: 2943.017578
	Iteration 3F: 3 clusters Score -1015390 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1015970.500000 Penalty: 2943.017578
	Iteration 4F: 3 clusters Score -1015970 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1016587.687500 Penalty: 2943.017578
	Iteration 5F: 3 clusters Score -1016588 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1017059.625000 Penalty: 2943.017578
	Iteration 6F: 3 clusters Score -1017060 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1017350.937500 Penalty: 2943.017578
	Iteration 7Q: 3 clusters Score -1017351 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1017523.812500 Penalty: 2943.017578
	Iteration 8Q: 3 clusters Score -1017524 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1017653.125000 Penalty: 2943.017578
	Iteration 9Q: 3 clusters Score -1017653 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1017743.562500 Penalty: 2943.017578
	Iteration 10Q: 3 clusters Score -1017744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1017791.375000 Penalty: 2943.017578
	Iteration 11Q: 3 clusters Score -1017791 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1017818.375000 Penalty: 2943.017578
	Iteration 12Q: 3 clusters Score -1017818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1017826.875000 Penalty: 2943.017578
	Iteration 13Q: 3 clusters Score -1017827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1017835.937500 Penalty: 2943.017578
	Iteration 14Q: 3 clusters Score -1017836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1017844.625000 Penalty: 2943.017578
	Iteration 15Q: 3 clusters Score -1017845 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1017850.937500 Penalty: 2943.017578
	Iteration 16Q: 3 clusters Score -1017851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1017856.187500 Penalty: 2943.017578
	Iteration 17Q: 3 clusters Score -1017856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1017861.250000 Penalty: 2943.017578
	Iteration 18Q: 3 clusters Score -1017861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1017865.500000 Penalty: 2943.017578
	Iteration 19Q: 3 clusters Score -1017866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1017867.687500 Penalty: 2943.017578
	Iteration 20F: 3 clusters Score -1017868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1017866.062500 Penalty: 2943.017578
	Iteration 21Q: 3 clusters Score -1017866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1017868.187500 Penalty: 2943.017578
	Iteration 22Q: 3 clusters Score -1017868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1017867.625000 Penalty: 2943.017578
	Iteration 23Q: 3 clusters Score -1017868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1017869.125000 Penalty: 2943.017578
	Iteration 24Q: 3 clusters Score -1017869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1017870.125000 Penalty: 2943.017578
	Iteration 25Q: 3 clusters Score -1017870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1017870.312500 Penalty: 2943.017578
	Iteration 26Q: 3 clusters Score -1017870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1017870.125000 Penalty: 2943.017578
	Iteration 27Q: 3 clusters Score -1017870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1017870.750000 Penalty: 2943.017578
	Iteration 28Q: 3 clusters Score -1017871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1017871.937500 Penalty: 2943.017578
	Iteration 29Q: 3 clusters Score -1017872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1017870.750000 Penalty: 2943.017578
	Iteration 30Q: 3 clusters Score -1017871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1017871.750000 Penalty: 2943.017578
	Iteration 31Q: 3 clusters Score -1017872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1017870.937500 Penalty: 2943.017578
	Iteration 32Q: 3 clusters Score -1017871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1017870.937500 Penalty: 2943.017578
	Iteration 33F: 3 clusters Score -1017871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Entering Unmasked Estep 
Score: -4302289.500000 Penalty: 1698.344238
	Iteration 0F: 2 clusters Score -4302290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -4279128.500000 Penalty: 3396.688477
	Iteration 0F: 3 clusters Score -4279128 nChanged 15995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -4288328.500000 Penalty: 3396.688477
	Iteration 1F: 3 clusters Score -4288328 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -4289022.500000 Penalty: 3396.688477
	Iteration 2F: 3 clusters Score -4289022 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -4289910.000000 Penalty: 3396.688477
	Iteration 3F: 3 clusters Score -4289910 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -4291256.000000 Penalty: 3396.688477
	Iteration 4F: 3 clusters Score -4291256 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -4293155.000000 Penalty: 3396.688477
	Iteration 5F: 3 clusters Score -4293155 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -4295471.500000 Penalty: 3396.688477
	Iteration 6F: 3 clusters Score -4295472 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -4297551.000000 Penalty: 3396.688477
	Iteration 7F: 3 clusters Score -4297551 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -4298804.500000 Penalty: 3396.688477
	Iteration 8Q: 3 clusters Score -4298804 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -4299367.000000 Penalty: 3396.688477
	Iteration 9Q: 3 clusters Score -4299367 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -4299611.500000 Penalty: 3396.688477
	Iteration 10Q: 3 clusters Score -4299612 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -4299756.500000 Penalty: 3396.688477
	Iteration 11Q: 3 clusters Score -4299756 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -4299904.000000 Penalty: 3396.688477
	Iteration 12Q: 3 clusters Score -4299904 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -4300015.500000 Penalty: 3396.688477
	Iteration 13Q: 3 clusters Score -4300016 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -4300117.500000 Penalty: 3396.688477
	Iteration 14Q: 3 clusters Score -4300118 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -4300226.000000 Penalty: 3396.688477
	Iteration 15Q: 3 clusters Score -4300226 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -4300315.000000 Penalty: 3396.688477
	Iteration 16Q: 3 clusters Score -4300315 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -4300360.000000 Penalty: 3396.688477
	Iteration 17Q: 3 clusters Score -4300360 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -4300426.500000 Penalty: 3396.688477
	Iteration 18Q: 3 clusters Score -4300426 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -4300469.500000 Penalty: 3396.688477
	Iteration 19Q: 3 clusters Score -4300470 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -4300527.000000 Penalty: 3396.688477
	Iteration 20F: 3 clusters Score -4300527 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -4300566.000000 Penalty: 3396.688477
	Iteration 21Q: 3 clusters Score -4300566 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -4300586.500000 Penalty: 3396.688477
	Iteration 22Q: 3 clusters Score -4300586 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -4300628.000000 Penalty: 3396.688477
	Iteration 23Q: 3 clusters Score -4300628 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -4300662.000000 Penalty: 3396.688477
	Iteration 24Q: 3 clusters Score -4300662 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -4300695.500000 Penalty: 3396.688477
	Iteration 25Q: 3 clusters Score -4300696 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -4300730.500000 Penalty: 3396.688477
	Iteration 26Q: 3 clusters Score -4300730 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -4300771.500000 Penalty: 3396.688477
	Iteration 27Q: 3 clusters Score -4300772 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -4300796.000000 Penalty: 3396.688477
	Iteration 28Q: 3 clusters Score -4300796 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4300807.000000 Penalty: 3396.688477
	Iteration 29Q: 3 clusters Score -4300807 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4300841.500000 Penalty: 3396.688477
	Iteration 30Q: 3 clusters Score -4300842 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4300864.500000 Penalty: 3396.688477
	Iteration 31Q: 3 clusters Score -4300864 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4300900.000000 Penalty: 3396.688477
	Iteration 32Q: 3 clusters Score -4300900 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4300926.000000 Penalty: 3396.688477
	Iteration 33Q: 3 clusters Score -4300926 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4300945.500000 Penalty: 3396.688477
	Iteration 34Q: 3 clusters Score -4300946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4300957.000000 Penalty: 3396.688477
	Iteration 35Q: 3 clusters Score -4300957 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4300958.000000 Penalty: 3396.688477
	Iteration 36Q: 3 clusters Score -4300958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4300980.000000 Penalty: 3396.688477
	Iteration 37Q: 3 clusters Score -4300980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4300985.500000 Penalty: 3396.688477
	Iteration 38Q: 3 clusters Score -4300986 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4301007.500000 Penalty: 3396.688477
	Iteration 39Q: 3 clusters Score -4301008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4301022.000000 Penalty: 3396.688477
	Iteration 40F: 3 clusters Score -4301022 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4301024.500000 Penalty: 3396.688477
	Iteration 41Q: 3 clusters Score -4301024 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4301037.000000 Penalty: 3396.688477
	Iteration 42Q: 3 clusters Score -4301037 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4301047.500000 Penalty: 3396.688477
	Iteration 43Q: 3 clusters Score -4301048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4301057.500000 Penalty: 3396.688477
	Iteration 44Q: 3 clusters Score -4301058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4301070.000000 Penalty: 3396.688477
	Iteration 45Q: 3 clusters Score -4301070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4301078.000000 Penalty: 3396.688477
	Iteration 46Q: 3 clusters Score -4301078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -4301079.500000 Penalty: 3396.688477
	Iteration 47Q: 3 clusters Score -4301080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4301081.500000 Penalty: 3396.688477
	Iteration 48Q: 3 clusters Score -4301082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4301097.500000 Penalty: 3396.688477
	Iteration 49Q: 3 clusters Score -4301098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4301100.000000 Penalty: 3396.688477
	Iteration 50Q: 3 clusters Score -4301100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4301103.000000 Penalty: 3396.688477
	Iteration 51Q: 3 clusters Score -4301103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4301115.500000 Penalty: 3396.688477
	Iteration 52Q: 3 clusters Score -4301116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4301130.000000 Penalty: 3396.688477
	Iteration 53Q: 3 clusters Score -4301130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4301134.500000 Penalty: 3396.688477
	Iteration 54Q: 3 clusters Score -4301134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4301134.000000 Penalty: 3396.688477
	Iteration 55Q: 3 clusters Score -4301134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4301140.000000 Penalty: 3396.688477
	Iteration 56Q: 3 clusters Score -4301140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4301142.000000 Penalty: 3396.688477
	Iteration 57Q: 3 clusters Score -4301142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4301148.500000 Penalty: 3396.688477
	Iteration 58Q: 3 clusters Score -4301148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4301154.000000 Penalty: 3396.688477
	Iteration 59Q: 3 clusters Score -4301154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4301154.000000 Penalty: 3396.688477
	Iteration 60F: 3 clusters Score -4301154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4301154.000000 Penalty: 3396.688477
	Iteration 61Q: 3 clusters Score -4301154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4301149.000000 Penalty: 3396.688477
	Iteration 62Q: 3 clusters Score -4301149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4301147.500000 Penalty: 3396.688477
	Iteration 63Q: 3 clusters Score -4301148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4301149.500000 Penalty: 3396.688477
	Iteration 64Q: 3 clusters Score -4301150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4301155.000000 Penalty: 3396.688477
	Iteration 65Q: 3 clusters Score -4301155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4301154.500000 Penalty: 3396.688477
	Iteration 66Q: 3 clusters Score -4301154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4301153.000000 Penalty: 3396.688477
	Iteration 67Q: 3 clusters Score -4301153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4301153.000000 Penalty: 3396.688477
	Iteration 68F: 3 clusters Score -4301153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Entering Unmasked Estep 
Score: -8157890.000000 Penalty: 1802.095947
	Iteration 0F: 2 clusters Score -8157890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -8114989.000000 Penalty: 3604.191895
	Iteration 0F: 3 clusters Score -8114989 nChanged 30987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -8133354.500000 Penalty: 3604.191895
	Iteration 1F: 3 clusters Score -8133354 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -8134313.500000 Penalty: 3604.191895
	Iteration 2Q: 3 clusters Score -8134314 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -8135815.500000 Penalty: 3604.191895
	Iteration 3Q: 3 clusters Score -8135816 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -8138056.000000 Penalty: 3604.191895
	Iteration 4F: 3 clusters Score -8138056 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -8141366.500000 Penalty: 3604.191895
	Iteration 5F: 3 clusters Score -8141366 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -8145538.000000 Penalty: 3604.191895
	Iteration 6F: 3 clusters Score -8145538 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -8149115.000000 Penalty: 3604.191895
	Iteration 7F: 3 clusters Score -8149115 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -8151140.000000 Penalty: 3604.191895
	Iteration 8Q: 3 clusters Score -8151140 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -8152118.500000 Penalty: 3604.191895
	Iteration 9Q: 3 clusters Score -8152118 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -8152744.000000 Penalty: 3604.191895
	Iteration 10Q: 3 clusters Score -8152744 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -8153234.500000 Penalty: 3604.191895
	Iteration 11Q: 3 clusters Score -8153234 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -8153651.000000 Penalty: 3604.191895
	Iteration 12Q: 3 clusters Score -8153651 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -8153963.000000 Penalty: 3604.191895
	Iteration 13Q: 3 clusters Score -8153963 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -8154208.500000 Penalty: 3604.191895
	Iteration 14Q: 3 clusters Score -8154208 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -8154439.000000 Penalty: 3604.191895
	Iteration 15Q: 3 clusters Score -8154439 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -8154616.000000 Penalty: 3604.191895
	Iteration 16Q: 3 clusters Score -8154616 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -8154782.500000 Penalty: 3604.191895
	Iteration 17Q: 3 clusters Score -8154782 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -8154899.000000 Penalty: 3604.191895
	Iteration 18Q: 3 clusters Score -8154899 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60653 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -8155044.500000 Penalty: 3604.191895
	Iteration 19Q: 3 clusters Score -8155044 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -8155155.500000 Penalty: 3604.191895
	Iteration 20F: 3 clusters Score -8155156 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -8155282.000000 Penalty: 3604.191895
	Iteration 21Q: 3 clusters Score -8155282 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -8155395.500000 Penalty: 3604.191895
	Iteration 22Q: 3 clusters Score -8155396 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -8155510.500000 Penalty: 3604.191895
	Iteration 23Q: 3 clusters Score -8155510 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -8155586.000000 Penalty: 3604.191895
	Iteration 24Q: 3 clusters Score -8155586 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -8155655.500000 Penalty: 3604.191895
	Iteration 25Q: 3 clusters Score -8155656 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -8155739.500000 Penalty: 3604.191895
	Iteration 26Q: 3 clusters Score -8155740 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8155802.500000 Penalty: 3604.191895
	Iteration 27Q: 3 clusters Score -8155802 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -8155853.500000 Penalty: 3604.191895
	Iteration 28Q: 3 clusters Score -8155854 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8155898.000000 Penalty: 3604.191895
	Iteration 29Q: 3 clusters Score -8155898 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8155945.000000 Penalty: 3604.191895
	Iteration 30Q: 3 clusters Score -8155945 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8155988.000000 Penalty: 3604.191895
	Iteration 31Q: 3 clusters Score -8155988 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8156036.000000 Penalty: 3604.191895
	Iteration 32Q: 3 clusters Score -8156036 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8156078.000000 Penalty: 3604.191895
	Iteration 33Q: 3 clusters Score -8156078 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64078 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8156105.000000 Penalty: 3604.191895
	Iteration 34Q: 3 clusters Score -8156105 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8156150.500000 Penalty: 3604.191895
	Iteration 35Q: 3 clusters Score -8156150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8156175.500000 Penalty: 3604.191895
	Iteration 36Q: 3 clusters Score -8156176 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64325 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8156195.500000 Penalty: 3604.191895
	Iteration 37Q: 3 clusters Score -8156196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64370 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8156218.500000 Penalty: 3604.191895
	Iteration 38Q: 3 clusters Score -8156218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8156231.000000 Penalty: 3604.191895
	Iteration 39Q: 3 clusters Score -8156231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64437 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8156246.500000 Penalty: 3604.191895
	Iteration 40F: 3 clusters Score -8156246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64467 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8156255.000000 Penalty: 3604.191895
	Iteration 41Q: 3 clusters Score -8156255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8156268.000000 Penalty: 3604.191895
	Iteration 42Q: 3 clusters Score -8156268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8156276.500000 Penalty: 3604.191895
	Iteration 43Q: 3 clusters Score -8156276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8156282.500000 Penalty: 3604.191895
	Iteration 44Q: 3 clusters Score -8156282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64563 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8156273.500000 Penalty: 3604.191895
	Iteration 45Q: 3 clusters Score -8156274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8156284.000000 Penalty: 3604.191895
	Iteration 46Q: 3 clusters Score -8156284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8156295.500000 Penalty: 3604.191895
	Iteration 47Q: 3 clusters Score -8156296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8156313.000000 Penalty: 3604.191895
	Iteration 48Q: 3 clusters Score -8156313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64635 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8156310.500000 Penalty: 3604.191895
	Iteration 49Q: 3 clusters Score -8156310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8156314.500000 Penalty: 3604.191895
	Iteration 50Q: 3 clusters Score -8156314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8156319.500000 Penalty: 3604.191895
	Iteration 51Q: 3 clusters Score -8156320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64667 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8156324.500000 Penalty: 3604.191895
	Iteration 52Q: 3 clusters Score -8156324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8156318.500000 Penalty: 3604.191895
	Iteration 53Q: 3 clusters Score -8156318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8156320.500000 Penalty: 3604.191895
	Iteration 54Q: 3 clusters Score -8156320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64683 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8156328.000000 Penalty: 3604.191895
	Iteration 55Q: 3 clusters Score -8156328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8156329.000000 Penalty: 3604.191895
	Iteration 56Q: 3 clusters Score -8156329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8156335.000000 Penalty: 3604.191895
	Iteration 57Q: 3 clusters Score -8156335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8156332.500000 Penalty: 3604.191895
	Iteration 58Q: 3 clusters Score -8156332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8156346.000000 Penalty: 3604.191895
	Iteration 59Q: 3 clusters Score -8156346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64714 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8156346.500000 Penalty: 3604.191895
	Iteration 60F: 3 clusters Score -8156346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8156356.500000 Penalty: 3604.191895
	Iteration 61Q: 3 clusters Score -8156356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64730 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8156362.500000 Penalty: 3604.191895
	Iteration 62Q: 3 clusters Score -8156362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8156367.500000 Penalty: 3604.191895
	Iteration 63Q: 3 clusters Score -8156368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8156368.500000 Penalty: 3604.191895
	Iteration 64Q: 3 clusters Score -8156368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8156363.500000 Penalty: 3604.191895
	Iteration 65Q: 3 clusters Score -8156364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64747 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8156365.500000 Penalty: 3604.191895
	Iteration 66Q: 3 clusters Score -8156366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8156360.000000 Penalty: 3604.191895
	Iteration 67Q: 3 clusters Score -8156360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64762 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8156365.500000 Penalty: 3604.191895
	Iteration 68Q: 3 clusters Score -8156366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8156363.000000 Penalty: 3604.191895
	Iteration 69Q: 3 clusters Score -8156363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64772 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8156366.500000 Penalty: 3604.191895
	Iteration 70Q: 3 clusters Score -8156366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8156362.500000 Penalty: 3604.191895
	Iteration 71Q: 3 clusters Score -8156362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64785 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8156362.500000 Penalty: 3604.191895
	Iteration 72Q: 3 clusters Score -8156362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64793 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8156372.500000 Penalty: 3604.191895
	Iteration 73Q: 3 clusters Score -8156372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64801 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8156379.500000 Penalty: 3604.191895
	Iteration 74Q: 3 clusters Score -8156380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8156374.500000 Penalty: 3604.191895
	Iteration 75Q: 3 clusters Score -8156374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8156373.500000 Penalty: 3604.191895
	Iteration 76Q: 3 clusters Score -8156374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64811 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8156375.500000 Penalty: 3604.191895
	Iteration 77Q: 3 clusters Score -8156376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64817 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8156380.000000 Penalty: 3604.191895
	Iteration 78Q: 3 clusters Score -8156380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8156377.500000 Penalty: 3604.191895
	Iteration 79Q: 3 clusters Score -8156378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64822 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8156379.000000 Penalty: 3604.191895
	Iteration 80F: 3 clusters Score -8156379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8156378.000000 Penalty: 3604.191895
	Iteration 81Q: 3 clusters Score -8156378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8156378.000000 Penalty: 3604.191895
	Iteration 82F: 3 clusters Score -8156378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76098 members 
Entering Unmasked Estep 
Score: -9438303.000000 Penalty: 1826.463867
	Iteration 0F: 2 clusters Score -9438303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -9388925.000000 Penalty: 3652.927734
	Iteration 0F: 3 clusters Score -9388925 nChanged 36049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -9409326.000000 Penalty: 3652.927734
	Iteration 1F: 3 clusters Score -9409326 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -9409769.000000 Penalty: 3652.927734
	Iteration 2Q: 3 clusters Score -9409769 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -9410306.000000 Penalty: 3652.927734
	Iteration 3Q: 3 clusters Score -9410306 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -9411138.000000 Penalty: 3652.927734
	Iteration 4Q: 3 clusters Score -9411138 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -9412469.000000 Penalty: 3652.927734
	Iteration 5Q: 3 clusters Score -9412469 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -9414817.000000 Penalty: 3652.927734
	Iteration 6F: 3 clusters Score -9414817 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -9418560.000000 Penalty: 3652.927734
	Iteration 7F: 3 clusters Score -9418560 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -9423600.000000 Penalty: 3652.927734
	Iteration 8F: 3 clusters Score -9423600 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -9429346.000000 Penalty: 3652.927734
	Iteration 9F: 3 clusters Score -9429346 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72039 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -9433566.000000 Penalty: 3652.927734
	Iteration 10F: 3 clusters Score -9433566 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -9435466.000000 Penalty: 3652.927734
	Iteration 11Q: 3 clusters Score -9435466 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75388 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9436174.000000 Penalty: 3652.927734
	Iteration 12Q: 3 clusters Score -9436174 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75730 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9436439.000000 Penalty: 3652.927734
	Iteration 13Q: 3 clusters Score -9436439 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75851 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9436585.000000 Penalty: 3652.927734
	Iteration 14Q: 3 clusters Score -9436585 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75887 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9436643.000000 Penalty: 3652.927734
	Iteration 15Q: 3 clusters Score -9436643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75895 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -9436682.000000 Penalty: 3652.927734
	Iteration 16Q: 3 clusters Score -9436682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9436704.000000 Penalty: 3652.927734
	Iteration 17Q: 3 clusters Score -9436704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75905 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9436715.000000 Penalty: 3652.927734
	Iteration 18Q: 3 clusters Score -9436715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75906 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9436722.000000 Penalty: 3652.927734
	Iteration 19Q: 3 clusters Score -9436722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9436724.000000 Penalty: 3652.927734
	Iteration 20F: 3 clusters Score -9436724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Entering Unmasked Estep 
Score: -9488410.000000 Penalty: 1826.960571
	Iteration 0F: 2 clusters Score -9488410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -9438849.000000 Penalty: 3653.921143
	Iteration 0F: 3 clusters Score -9438849 nChanged 36193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -9459489.000000 Penalty: 3653.921143
	Iteration 1F: 3 clusters Score -9459489 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -9460160.000000 Penalty: 3653.921143
	Iteration 2Q: 3 clusters Score -9460160 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -9461080.000000 Penalty: 3653.921143
	Iteration 3Q: 3 clusters Score -9461080 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -9462596.000000 Penalty: 3653.921143
	Iteration 4Q: 3 clusters Score -9462596 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -9465371.000000 Penalty: 3653.921143
	Iteration 5F: 3 clusters Score -9465371 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -9469909.000000 Penalty: 3653.921143
	Iteration 6F: 3 clusters Score -9469909 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -9475776.000000 Penalty: 3653.921143
	Iteration 7F: 3 clusters Score -9475776 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 70074 members 
Entering Unmasked Estep 
Score: -9481138.000000 Penalty: 3653.921143
	Iteration 8F: 3 clusters Score -9481138 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -9484409.000000 Penalty: 3653.921143
	Iteration 9Q: 3 clusters Score -9484409 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 75286 members 
Entering Unmasked Estep 
Score: -9485864.000000 Penalty: 3653.921143
	Iteration 10Q: 3 clusters Score -9485864 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 75839 members 
Entering Unmasked Estep 
Score: -9486411.000000 Penalty: 3653.921143
	Iteration 11Q: 3 clusters Score -9486411 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -9486606.000000 Penalty: 3653.921143
	Iteration 12Q: 3 clusters Score -9486606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 76074 members 
Entering Unmasked Estep 
Score: -9486678.000000 Penalty: 3653.921143
	Iteration 13Q: 3 clusters Score -9486678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 76099 members 
Entering Unmasked Estep 
Score: -9486735.000000 Penalty: 3653.921143
	Iteration 14Q: 3 clusters Score -9486735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 76118 members 
Entering Unmasked Estep 
Score: -9486757.000000 Penalty: 3653.921143
	Iteration 15Q: 3 clusters Score -9486757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -9486778.000000 Penalty: 3653.921143
	Iteration 16Q: 3 clusters Score -9486778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 76132 members 
Entering Unmasked Estep 
Score: -9486813.000000 Penalty: 3653.921143
	Iteration 17Q: 3 clusters Score -9486813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 76137 members 
Entering Unmasked Estep 
Score: -9486820.000000 Penalty: 3653.921143
	Iteration 18Q: 3 clusters Score -9486820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 76139 members 
Entering Unmasked Estep 
Score: -9486824.000000 Penalty: 3653.921143
	Iteration 19Q: 3 clusters Score -9486824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -9486826.000000 Penalty: 3653.921143
	Iteration 20F: 3 clusters Score -9486826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -9486826.000000 Penalty: 3653.921143
	Iteration 21Q: 3 clusters Score -9486826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -9486835.000000 Penalty: 3653.921143
	Iteration 22Q: 3 clusters Score -9486835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -9486833.000000 Penalty: 3653.921143
	Iteration 23Q: 3 clusters Score -9486833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 76147 members 
Entering Unmasked Estep 
Score: -9486837.000000 Penalty: 3653.921143
	Iteration 24Q: 3 clusters Score -9486837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -9486836.000000 Penalty: 3653.921143
	Iteration 25Q: 3 clusters Score -9486836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 76149 members 
Entering Unmasked Estep 
Score: -9486838.000000 Penalty: 3653.921143
	Iteration 26Q: 3 clusters Score -9486838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -9486837.000000 Penalty: 3653.921143
	Iteration 27Q: 3 clusters Score -9486837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 76149 members 
Entering Unmasked Estep 
Score: -9486841.000000 Penalty: 3653.921143
	Iteration 28Q: 3 clusters Score -9486841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 76150 members 
Entering Unmasked Estep 
Score: -9486839.000000 Penalty: 3653.921143
	Iteration 29Q: 3 clusters Score -9486839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 76149 members 
Entering Unmasked Estep 
Score: -9486839.000000 Penalty: 3653.921143
	Iteration 30Q: 3 clusters Score -9486839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 76149 members 
Entering Unmasked Estep 
Score: -9486839.000000 Penalty: 3653.921143
	Iteration 31F: 3 clusters Score -9486839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Entering Unmasked Estep 
Score: -5140587.000000 Penalty: 1727.221191
	Iteration 0F: 2 clusters Score -5140587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -5113074.000000 Penalty: 3454.442383
	Iteration 0F: 3 clusters Score -5113074 nChanged 19200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -5123758.500000 Penalty: 3454.442383
	Iteration 1F: 3 clusters Score -5123758 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -5124278.000000 Penalty: 3454.442383
	Iteration 2Q: 3 clusters Score -5124278 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -5124962.000000 Penalty: 3454.442383
	Iteration 3Q: 3 clusters Score -5124962 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -5125973.500000 Penalty: 3454.442383
	Iteration 4Q: 3 clusters Score -5125974 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -5127206.500000 Penalty: 3454.442383
	Iteration 5F: 3 clusters Score -5127206 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -5128723.500000 Penalty: 3454.442383
	Iteration 6F: 3 clusters Score -5128724 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -5130357.500000 Penalty: 3454.442383
	Iteration 7F: 3 clusters Score -5130358 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -5131948.000000 Penalty: 3454.442383
	Iteration 8F: 3 clusters Score -5131948 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -5133470.500000 Penalty: 3454.442383
	Iteration 9Q: 3 clusters Score -5133470 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -5134799.500000 Penalty: 3454.442383
	Iteration 10Q: 3 clusters Score -5134800 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -5135838.500000 Penalty: 3454.442383
	Iteration 11Q: 3 clusters Score -5135838 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -5136612.000000 Penalty: 3454.442383
	Iteration 12Q: 3 clusters Score -5136612 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -5137110.000000 Penalty: 3454.442383
	Iteration 13Q: 3 clusters Score -5137110 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -5137508.000000 Penalty: 3454.442383
	Iteration 14Q: 3 clusters Score -5137508 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -5137818.500000 Penalty: 3454.442383
	Iteration 15Q: 3 clusters Score -5137818 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5138026.000000 Penalty: 3454.442383
	Iteration 16Q: 3 clusters Score -5138026 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5138185.000000 Penalty: 3454.442383
	Iteration 17Q: 3 clusters Score -5138185 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5138329.500000 Penalty: 3454.442383
	Iteration 18Q: 3 clusters Score -5138330 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5138463.500000 Penalty: 3454.442383
	Iteration 19Q: 3 clusters Score -5138464 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5138559.500000 Penalty: 3454.442383
	Iteration 20F: 3 clusters Score -5138560 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5138649.500000 Penalty: 3454.442383
	Iteration 21Q: 3 clusters Score -5138650 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5138730.500000 Penalty: 3454.442383
	Iteration 22Q: 3 clusters Score -5138730 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5138764.500000 Penalty: 3454.442383
	Iteration 23Q: 3 clusters Score -5138764 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5138854.000000 Penalty: 3454.442383
	Iteration 24Q: 3 clusters Score -5138854 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5138915.000000 Penalty: 3454.442383
	Iteration 25Q: 3 clusters Score -5138915 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5138955.000000 Penalty: 3454.442383
	Iteration 26Q: 3 clusters Score -5138955 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5138991.000000 Penalty: 3454.442383
	Iteration 27Q: 3 clusters Score -5138991 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5139016.000000 Penalty: 3454.442383
	Iteration 28Q: 3 clusters Score -5139016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5139032.000000 Penalty: 3454.442383
	Iteration 29Q: 3 clusters Score -5139032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5139043.000000 Penalty: 3454.442383
	Iteration 30Q: 3 clusters Score -5139043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5139048.500000 Penalty: 3454.442383
	Iteration 31Q: 3 clusters Score -5139048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5139054.500000 Penalty: 3454.442383
	Iteration 32Q: 3 clusters Score -5139054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5139055.000000 Penalty: 3454.442383
	Iteration 33Q: 3 clusters Score -5139055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5139061.500000 Penalty: 3454.442383
	Iteration 34Q: 3 clusters Score -5139062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5139074.500000 Penalty: 3454.442383
	Iteration 35Q: 3 clusters Score -5139074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5139075.500000 Penalty: 3454.442383
	Iteration 36Q: 3 clusters Score -5139076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5139076.000000 Penalty: 3454.442383
	Iteration 37Q: 3 clusters Score -5139076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5139079.500000 Penalty: 3454.442383
	Iteration 38Q: 3 clusters Score -5139080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5139081.000000 Penalty: 3454.442383
	Iteration 39Q: 3 clusters Score -5139081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5139083.000000 Penalty: 3454.442383
	Iteration 40F: 3 clusters Score -5139083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5139087.500000 Penalty: 3454.442383
	Iteration 41Q: 3 clusters Score -5139088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5139091.000000 Penalty: 3454.442383
	Iteration 42Q: 3 clusters Score -5139091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5139089.500000 Penalty: 3454.442383
	Iteration 43Q: 3 clusters Score -5139090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5139094.000000 Penalty: 3454.442383
	Iteration 44Q: 3 clusters Score -5139094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5139094.500000 Penalty: 3454.442383
	Iteration 45Q: 3 clusters Score -5139094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5139099.000000 Penalty: 3454.442383
	Iteration 46Q: 3 clusters Score -5139099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5139101.000000 Penalty: 3454.442383
	Iteration 47Q: 3 clusters Score -5139101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5139099.500000 Penalty: 3454.442383
	Iteration 48Q: 3 clusters Score -5139100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5139099.000000 Penalty: 3454.442383
	Iteration 49Q: 3 clusters Score -5139099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5139095.500000 Penalty: 3454.442383
	Iteration 50Q: 3 clusters Score -5139096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5139095.500000 Penalty: 3454.442383
	Iteration 51F: 3 clusters Score -5139096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -82722.320312 Penalty: 1059.600952
	Iteration 0F: 2 clusters Score -82722.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81482.968750 Penalty: 2119.201904
	Iteration 0F: 3 clusters Score -81482.97 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81679.562500 Penalty: 2119.201904
	Iteration 1F: 3 clusters Score -81679.56 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -81725.203125 Penalty: 2119.201904
	Iteration 2F: 3 clusters Score -81725.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81742.546875 Penalty: 2119.201904
	Iteration 3Q: 3 clusters Score -81742.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81746.562500 Penalty: 2119.201904
	Iteration 4Q: 3 clusters Score -81746.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81749.585938 Penalty: 2119.201904
	Iteration 5Q: 3 clusters Score -81749.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81758.515625 Penalty: 2119.201904
	Iteration 6Q: 3 clusters Score -81758.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81761.718750 Penalty: 2119.201904
	Iteration 7Q: 3 clusters Score -81761.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81765.007812 Penalty: 2119.201904
	Iteration 8Q: 3 clusters Score -81765.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -81766.437500 Penalty: 2119.201904
	Iteration 9Q: 3 clusters Score -81766.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -81766.437500 Penalty: 2119.201904
	Iteration 10F: 3 clusters Score -81766.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63600 members 
Entering Unmasked Estep 
Score: -7863165.500000 Penalty: 1797.309937
	Iteration 0F: 2 clusters Score -7863166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -7821249.500000 Penalty: 3594.619873
	Iteration 0F: 3 clusters Score -7821250 nChanged 30081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -7838577.000000 Penalty: 3594.619873
	Iteration 1F: 3 clusters Score -7838577 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -7839085.000000 Penalty: 3594.619873
	Iteration 2Q: 3 clusters Score -7839085 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -7839701.000000 Penalty: 3594.619873
	Iteration 3Q: 3 clusters Score -7839701 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -7840462.500000 Penalty: 3594.619873
	Iteration 4Q: 3 clusters Score -7840462 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -7841535.500000 Penalty: 3594.619873
	Iteration 5Q: 3 clusters Score -7841536 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -7843004.500000 Penalty: 3594.619873
	Iteration 6Q: 3 clusters Score -7843004 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -7845332.500000 Penalty: 3594.619873
	Iteration 7F: 3 clusters Score -7845332 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -7848350.500000 Penalty: 3594.619873
	Iteration 8F: 3 clusters Score -7848350 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -7851084.000000 Penalty: 3594.619873
	Iteration 9F: 3 clusters Score -7851084 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -7852705.000000 Penalty: 3594.619873
	Iteration 10Q: 3 clusters Score -7852705 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -7853400.500000 Penalty: 3594.619873
	Iteration 11Q: 3 clusters Score -7853400 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -7853817.500000 Penalty: 3594.619873
	Iteration 12Q: 3 clusters Score -7853818 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -7854133.500000 Penalty: 3594.619873
	Iteration 13Q: 3 clusters Score -7854134 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -7854426.000000 Penalty: 3594.619873
	Iteration 14Q: 3 clusters Score -7854426 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -7854836.500000 Penalty: 3594.619873
	Iteration 15Q: 3 clusters Score -7854836 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -7855244.500000 Penalty: 3594.619873
	Iteration 16Q: 3 clusters Score -7855244 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -7855672.500000 Penalty: 3594.619873
	Iteration 17Q: 3 clusters Score -7855672 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
Score: -7856106.500000 Penalty: 3594.619873
	Iteration 18Q: 3 clusters Score -7856106 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -7856566.500000 Penalty: 3594.619873
	Iteration 19Q: 3 clusters Score -7856566 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -7857101.500000 Penalty: 3594.619873
	Iteration 20F: 3 clusters Score -7857102 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -7857611.500000 Penalty: 3594.619873
	Iteration 21Q: 3 clusters Score -7857612 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -7858071.000000 Penalty: 3594.619873
	Iteration 22Q: 3 clusters Score -7858071 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 57605 members 
Entering Unmasked Estep 
Score: -7858509.000000 Penalty: 3594.619873
	Iteration 23Q: 3 clusters Score -7858509 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
Score: -7858957.000000 Penalty: 3594.619873
	Iteration 24Q: 3 clusters Score -7858957 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -7859389.500000 Penalty: 3594.619873
	Iteration 25Q: 3 clusters Score -7859390 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -7859762.000000 Penalty: 3594.619873
	Iteration 26Q: 3 clusters Score -7859762 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -7860119.500000 Penalty: 3594.619873
	Iteration 27Q: 3 clusters Score -7860120 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 61065 members 
Entering Unmasked Estep 
Score: -7860422.000000 Penalty: 3594.619873
	Iteration 28Q: 3 clusters Score -7860422 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -7860620.000000 Penalty: 3594.619873
	Iteration 29Q: 3 clusters Score -7860620 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -7860805.500000 Penalty: 3594.619873
	Iteration 30Q: 3 clusters Score -7860806 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -7860971.500000 Penalty: 3594.619873
	Iteration 31Q: 3 clusters Score -7860972 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -7861075.000000 Penalty: 3594.619873
	Iteration 32Q: 3 clusters Score -7861075 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -7861188.500000 Penalty: 3594.619873
	Iteration 33Q: 3 clusters Score -7861188 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -7861260.000000 Penalty: 3594.619873
	Iteration 34Q: 3 clusters Score -7861260 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -7861314.000000 Penalty: 3594.619873
	Iteration 35Q: 3 clusters Score -7861314 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -7861370.000000 Penalty: 3594.619873
	Iteration 36Q: 3 clusters Score -7861370 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -7861417.000000 Penalty: 3594.619873
	Iteration 37Q: 3 clusters Score -7861417 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -7861468.500000 Penalty: 3594.619873
	Iteration 38Q: 3 clusters Score -7861468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -7861498.000000 Penalty: 3594.619873
	Iteration 39Q: 3 clusters Score -7861498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -7861516.000000 Penalty: 3594.619873
	Iteration 40F: 3 clusters Score -7861516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -7861537.000000 Penalty: 3594.619873
	Iteration 41Q: 3 clusters Score -7861537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 63031 members 
Entering Unmasked Estep 
Score: -7861555.500000 Penalty: 3594.619873
	Iteration 42Q: 3 clusters Score -7861556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -7861555.000000 Penalty: 3594.619873
	Iteration 43Q: 3 clusters Score -7861555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 63067 members 
Entering Unmasked Estep 
Score: -7861556.500000 Penalty: 3594.619873
	Iteration 44Q: 3 clusters Score -7861556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -7861569.500000 Penalty: 3594.619873
	Iteration 45Q: 3 clusters Score -7861570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -7861578.000000 Penalty: 3594.619873
	Iteration 46Q: 3 clusters Score -7861578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -7861582.000000 Penalty: 3594.619873
	Iteration 47Q: 3 clusters Score -7861582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 63101 members 
Entering Unmasked Estep 
Score: -7861582.500000 Penalty: 3594.619873
	Iteration 48Q: 3 clusters Score -7861582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 63109 members 
Entering Unmasked Estep 
Score: -7861588.000000 Penalty: 3594.619873
	Iteration 49Q: 3 clusters Score -7861588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -7861593.500000 Penalty: 3594.619873
	Iteration 50Q: 3 clusters Score -7861594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 63119 members 
Entering Unmasked Estep 
Score: -7861589.000000 Penalty: 3594.619873
	Iteration 51Q: 3 clusters Score -7861589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -7861597.500000 Penalty: 3594.619873
	Iteration 52Q: 3 clusters Score -7861598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 63122 members 
Entering Unmasked Estep 
Score: -7861598.500000 Penalty: 3594.619873
	Iteration 53Q: 3 clusters Score -7861598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -7861608.000000 Penalty: 3594.619873
	Iteration 54Q: 3 clusters Score -7861608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -7861611.500000 Penalty: 3594.619873
	Iteration 55Q: 3 clusters Score -7861612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 63130 members 
Entering Unmasked Estep 
Score: -7861615.500000 Penalty: 3594.619873
	Iteration 56Q: 3 clusters Score -7861616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -7861612.000000 Penalty: 3594.619873
	Iteration 57Q: 3 clusters Score -7861612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 63131 members 
Entering Unmasked Estep 
Score: -7861611.500000 Penalty: 3594.619873
	Iteration 58Q: 3 clusters Score -7861612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 63131 members 
Entering Unmasked Estep 
Score: -7861614.000000 Penalty: 3594.619873
	Iteration 59Q: 3 clusters Score -7861614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -7861616.500000 Penalty: 3594.619873
	Iteration 60F: 3 clusters Score -7861616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (84102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84102 members 
Entering Unmasked Estep 
Score: -10395672.000000 Penalty: 1842.715210
	Iteration 0F: 2 clusters Score -1.039567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -10342770.000000 Penalty: 3685.430420
	Iteration 0F: 3 clusters Score -1.034277e+07 nChanged 40088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -10365611.000000 Penalty: 3685.430420
	Iteration 1F: 3 clusters Score -1.036561e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -10366577.000000 Penalty: 3685.430420
	Iteration 2Q: 3 clusters Score -1.036658e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -10367610.000000 Penalty: 3685.430420
	Iteration 3Q: 3 clusters Score -1.036761e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -10369149.000000 Penalty: 3685.430420
	Iteration 4Q: 3 clusters Score -1.036915e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -10371176.000000 Penalty: 3685.430420
	Iteration 5Q: 3 clusters Score -1.037118e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -10373720.000000 Penalty: 3685.430420
	Iteration 6F: 3 clusters Score -1.037372e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -10376976.000000 Penalty: 3685.430420
	Iteration 7F: 3 clusters Score -1.037698e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -10380548.000000 Penalty: 3685.430420
	Iteration 8F: 3 clusters Score -1.038055e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -10383874.000000 Penalty: 3685.430420
	Iteration 9F: 3 clusters Score -1.038387e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 52418 members 
Entering Unmasked Estep 
Score: -10386319.000000 Penalty: 3685.430420
	Iteration 10F: 3 clusters Score -1.038632e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -10387678.000000 Penalty: 3685.430420
	Iteration 11Q: 3 clusters Score -1.038768e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -10388738.000000 Penalty: 3685.430420
	Iteration 12Q: 3 clusters Score -1.038874e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -10389437.000000 Penalty: 3685.430420
	Iteration 13Q: 3 clusters Score -1.038944e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -10390277.000000 Penalty: 3685.430420
	Iteration 14Q: 3 clusters Score -1.039028e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -10390955.000000 Penalty: 3685.430420
	Iteration 15Q: 3 clusters Score -1.039096e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -10391658.000000 Penalty: 3685.430420
	Iteration 16Q: 3 clusters Score -1.039166e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -10392252.000000 Penalty: 3685.430420
	Iteration 17Q: 3 clusters Score -1.039225e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -10392821.000000 Penalty: 3685.430420
	Iteration 18Q: 3 clusters Score -1.039282e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 53174 members 
Entering Unmasked Estep 
Score: -10393554.000000 Penalty: 3685.430420
	Iteration 19Q: 3 clusters Score -1.039355e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -10394272.000000 Penalty: 3685.430420
	Iteration 20F: 3 clusters Score -1.039427e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -10394936.000000 Penalty: 3685.430420
	Iteration 21Q: 3 clusters Score -1.039494e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -10395312.000000 Penalty: 3685.430420
	Iteration 22Q: 3 clusters Score -1.039531e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -10395667.000000 Penalty: 3685.430420
	Iteration 23Q: 3 clusters Score -1.039567e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -10395937.000000 Penalty: 3685.430420
	Iteration 24Q: 3 clusters Score -1.039594e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -10396129.000000 Penalty: 3685.430420
	Iteration 25Q: 3 clusters Score -1.039613e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -10396224.000000 Penalty: 3685.430420
	Iteration 26Q: 3 clusters Score -1.039622e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -10396320.000000 Penalty: 3685.430420
	Iteration 27Q: 3 clusters Score -1.039632e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -10396372.000000 Penalty: 3685.430420
	Iteration 28Q: 3 clusters Score -1.039637e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -10396413.000000 Penalty: 3685.430420
	Iteration 29Q: 3 clusters Score -1.039641e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -10396467.000000 Penalty: 3685.430420
	Iteration 30Q: 3 clusters Score -1.039647e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -10396504.000000 Penalty: 3685.430420
	Iteration 31Q: 3 clusters Score -1.03965e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -10396516.000000 Penalty: 3685.430420
	Iteration 32Q: 3 clusters Score -1.039652e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -10396556.000000 Penalty: 3685.430420
	Iteration 33Q: 3 clusters Score -1.039656e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -10396578.000000 Penalty: 3685.430420
	Iteration 34Q: 3 clusters Score -1.039658e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -10396574.000000 Penalty: 3685.430420
	Iteration 35Q: 3 clusters Score -1.039657e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -10396581.000000 Penalty: 3685.430420
	Iteration 36Q: 3 clusters Score -1.039658e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -10396590.000000 Penalty: 3685.430420
	Iteration 37Q: 3 clusters Score -1.039659e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -10396580.000000 Penalty: 3685.430420
	Iteration 38Q: 3 clusters Score -1.039658e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -10396609.000000 Penalty: 3685.430420
	Iteration 39Q: 3 clusters Score -1.039661e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -10396611.000000 Penalty: 3685.430420
	Iteration 40F: 3 clusters Score -1.039661e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -10396614.000000 Penalty: 3685.430420
	Iteration 41Q: 3 clusters Score -1.039661e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -10396622.000000 Penalty: 3685.430420
	Iteration 42Q: 3 clusters Score -1.039662e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -10396636.000000 Penalty: 3685.430420
	Iteration 43Q: 3 clusters Score -1.039664e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -10396630.000000 Penalty: 3685.430420
	Iteration 44Q: 3 clusters Score -1.039663e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -10396636.000000 Penalty: 3685.430420
	Iteration 45Q: 3 clusters Score -1.039664e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -10396656.000000 Penalty: 3685.430420
	Iteration 46Q: 3 clusters Score -1.039666e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -10396648.000000 Penalty: 3685.430420
	Iteration 47Q: 3 clusters Score -1.039665e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -10396650.000000 Penalty: 3685.430420
	Iteration 48Q: 3 clusters Score -1.039665e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -10396663.000000 Penalty: 3685.430420
	Iteration 49Q: 3 clusters Score -1.039666e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -10396667.000000 Penalty: 3685.430420
	Iteration 50Q: 3 clusters Score -1.039667e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -10396665.000000 Penalty: 3685.430420
	Iteration 51Q: 3 clusters Score -1.039666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -10396670.000000 Penalty: 3685.430420
	Iteration 52Q: 3 clusters Score -1.039667e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -10396667.000000 Penalty: 3685.430420
	Iteration 53Q: 3 clusters Score -1.039667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -10396684.000000 Penalty: 3685.430420
	Iteration 54Q: 3 clusters Score -1.039668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -10396689.000000 Penalty: 3685.430420
	Iteration 55Q: 3 clusters Score -1.039669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -10396689.000000 Penalty: 3685.430420
	Iteration 56Q: 3 clusters Score -1.039669e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -10396692.000000 Penalty: 3685.430420
	Iteration 57Q: 3 clusters Score -1.039669e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -10396688.000000 Penalty: 3685.430420
	Iteration 58Q: 3 clusters Score -1.039669e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -10396679.000000 Penalty: 3685.430420
	Iteration 59Q: 3 clusters Score -1.039668e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -10396667.000000 Penalty: 3685.430420
	Iteration 60F: 3 clusters Score -1.039667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -10396670.000000 Penalty: 3685.430420
	Iteration 61Q: 3 clusters Score -1.039667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -10396662.000000 Penalty: 3685.430420
	Iteration 62Q: 3 clusters Score -1.039666e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -10396663.000000 Penalty: 3685.430420
	Iteration 63Q: 3 clusters Score -1.039666e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -10396661.000000 Penalty: 3685.430420
	Iteration 64Q: 3 clusters Score -1.039666e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -10396661.000000 Penalty: 3685.430420
	Iteration 65Q: 3 clusters Score -1.039666e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -10396648.000000 Penalty: 3685.430420
	Iteration 66Q: 3 clusters Score -1.039665e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -10396639.000000 Penalty: 3685.430420
	Iteration 67Q: 3 clusters Score -1.039664e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -10396633.000000 Penalty: 3685.430420
	Iteration 68Q: 3 clusters Score -1.039663e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -10396650.000000 Penalty: 3685.430420
	Iteration 69Q: 3 clusters Score -1.039665e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -10396643.000000 Penalty: 3685.430420
	Iteration 70Q: 3 clusters Score -1.039664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -10396651.000000 Penalty: 3685.430420
	Iteration 71Q: 3 clusters Score -1.039665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -10396663.000000 Penalty: 3685.430420
	Iteration 72Q: 3 clusters Score -1.039666e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -10396659.000000 Penalty: 3685.430420
	Iteration 73Q: 3 clusters Score -1.039666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -10396660.000000 Penalty: 3685.430420
	Iteration 74Q: 3 clusters Score -1.039666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -10396653.000000 Penalty: 3685.430420
	Iteration 75Q: 3 clusters Score -1.039665e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -10396649.000000 Penalty: 3685.430420
	Iteration 76Q: 3 clusters Score -1.039665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -10396649.000000 Penalty: 3685.430420
	Iteration 77Q: 3 clusters Score -1.039665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -10396645.000000 Penalty: 3685.430420
	Iteration 78Q: 3 clusters Score -1.039664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -10396654.000000 Penalty: 3685.430420
	Iteration 79Q: 3 clusters Score -1.039665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -10396647.000000 Penalty: 3685.430420
	Iteration 80F: 3 clusters Score -1.039665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -10396645.000000 Penalty: 3685.430420
	Iteration 81Q: 3 clusters Score -1.039664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -10396651.000000 Penalty: 3685.430420
	Iteration 82Q: 3 clusters Score -1.039665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -10396648.000000 Penalty: 3685.430420
	Iteration 83Q: 3 clusters Score -1.039665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -10396649.000000 Penalty: 3685.430420
	Iteration 84Q: 3 clusters Score -1.039665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -10396650.000000 Penalty: 3685.430420
	Iteration 85Q: 3 clusters Score -1.039665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -10396650.000000 Penalty: 3685.430420
	Iteration 86F: 3 clusters Score -1.039665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82873 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 29273 members 
Mstep: Class 5 contains 8565 members 
Mstep: Class 6 contains 34591 members 
Mstep: Class 7 contains 65501 members 
Mstep: Class 8 contains 76098 members 
Mstep: Class 9 contains 76331 members 
Mstep: Class 10 contains 41318 members 
Mstep: Class 11 contains 43120 members 
Mstep: Class 12 contains 679 members 
Mstep: Class 18 contains 63600 members 
Mstep: Class 19 contains 40982 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54761 members 
Entering Unmasked Estep 
Score: -75569920.000000 Penalty: 34682.753906
Splitting cluster 19 changes total score from -75568824.000000 to -75569920.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 20 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56095.136719 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56095.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55151.589844 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55151.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55246.175781 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55246.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -55270.718750 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55270.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55285.089844 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55285.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55289.484375 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55289.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55297.765625 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55297.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55305.746094 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -55305.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -55308.492188 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -55308.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -55308.492188 Penalty: 1890.561035
	Iteration 8F: 3 clusters Score -55308.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (54761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Entering Unmasked Estep 
Score: -6822672.500000 Penalty: 1772.994141
	Iteration 0F: 2 clusters Score -6822672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -6786365.000000 Penalty: 3545.988281
	Iteration 0F: 3 clusters Score -6786365 nChanged 25674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -6801179.000000 Penalty: 3545.988281
	Iteration 1F: 3 clusters Score -6801179 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -6801977.500000 Penalty: 3545.988281
	Iteration 2Q: 3 clusters Score -6801978 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -6803315.000000 Penalty: 3545.988281
	Iteration 3Q: 3 clusters Score -6803315 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -6805690.000000 Penalty: 3545.988281
	Iteration 4F: 3 clusters Score -6805690 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -6809319.500000 Penalty: 3545.988281
	Iteration 5F: 3 clusters Score -6809320 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -6813956.000000 Penalty: 3545.988281
	Iteration 6F: 3 clusters Score -6813956 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -6817913.500000 Penalty: 3545.988281
	Iteration 7F: 3 clusters Score -6817914 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -6819928.000000 Penalty: 3545.988281
	Iteration 8Q: 3 clusters Score -6819928 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -6820658.000000 Penalty: 3545.988281
	Iteration 9Q: 3 clusters Score -6820658 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 54473 members 
Entering Unmasked Estep 
Score: -6820886.500000 Penalty: 3545.988281
	Iteration 10Q: 3 clusters Score -6820886 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -6820980.000000 Penalty: 3545.988281
	Iteration 11Q: 3 clusters Score -6820980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -6821031.500000 Penalty: 3545.988281
	Iteration 12Q: 3 clusters Score -6821032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -6821047.000000 Penalty: 3545.988281
	Iteration 13Q: 3 clusters Score -6821047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -6821066.000000 Penalty: 3545.988281
	Iteration 14Q: 3 clusters Score -6821066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -6821080.500000 Penalty: 3545.988281
	Iteration 15Q: 3 clusters Score -6821080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -6821095.000000 Penalty: 3545.988281
	Iteration 16Q: 3 clusters Score -6821095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -6821095.000000 Penalty: 3545.988281
	Iteration 17Q: 3 clusters Score -6821095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -6821097.000000 Penalty: 3545.988281
	Iteration 18Q: 3 clusters Score -6821097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -6821104.000000 Penalty: 3545.988281
	Iteration 19Q: 3 clusters Score -6821104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -6821110.000000 Penalty: 3545.988281
	Iteration 20F: 3 clusters Score -6821110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -6821114.500000 Penalty: 3545.988281
	Iteration 21Q: 3 clusters Score -6821114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -6821112.500000 Penalty: 3545.988281
	Iteration 22Q: 3 clusters Score -6821112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -6821112.500000 Penalty: 3545.988281
	Iteration 23F: 3 clusters Score -6821112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82873 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 29273 members 
Mstep: Class 5 contains 8565 members 
Mstep: Class 6 contains 34591 members 
Mstep: Class 7 contains 65501 members 
Mstep: Class 8 contains 76098 members 
Mstep: Class 9 contains 76331 members 
Mstep: Class 10 contains 41318 members 
Mstep: Class 12 contains 679 members 
Mstep: Class 18 contains 63600 members 
Mstep: Class 19 contains 40982 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75573944.000000 Penalty: 34682.753906
Iteration 159Q: 17 clusters Score -7.557394e+07 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82816 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 3 contains 2276 members 
Mstep: Class 4 contains 29201 members 
Mstep: Class 5 contains 8527 members 
Mstep: Class 6 contains 34831 members 
Mstep: Class 7 contains 65778 members 
Mstep: Class 8 contains 76150 members 
Mstep: Class 9 contains 77269 members 
Mstep: Class 10 contains 41887 members 
Mstep: Class 11 contains 40127 members 
Mstep: Class 12 contains 680 members 
Mstep: Class 18 contains 63897 members 
Mstep: Class 19 contains 41491 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577560.000000 Penalty: 34682.753906
Iteration 160F: 17 clusters Score -7.557756e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 2276 members 
Mstep: Class 4 contains 29110 members 
Mstep: Class 5 contains 8500 members 
Mstep: Class 6 contains 34794 members 
Mstep: Class 7 contains 65611 members 
Mstep: Class 8 contains 75720 members 
Mstep: Class 9 contains 77615 members 
Mstep: Class 10 contains 42160 members 
Mstep: Class 11 contains 40604 members 
Mstep: Class 12 contains 681 members 
Mstep: Class 18 contains 63696 members 
Mstep: Class 19 contains 41869 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579104.000000 Penalty: 34682.753906
Iteration 161Q: 17 clusters Score -7.55791e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82171 members 
Mstep: Class 2 contains 946 members 
Mstep: Class 3 contains 2265 members 
Mstep: Class 4 contains 29021 members 
Mstep: Class 5 contains 8458 members 
Mstep: Class 6 contains 34749 members 
Mstep: Class 7 contains 65448 members 
Mstep: Class 8 contains 75433 members 
Mstep: Class 9 contains 77852 members 
Mstep: Class 10 contains 42399 members 
Mstep: Class 11 contains 40896 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 18 contains 63582 members 
Mstep: Class 19 contains 42251 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75579840.000000 Penalty: 34682.753906
Iteration 162Q: 17 clusters Score -7.557984e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81992 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 2249 members 
Mstep: Class 4 contains 28956 members 
Mstep: Class 5 contains 8410 members 
Mstep: Class 6 contains 34736 members 
Mstep: Class 7 contains 65343 members 
Mstep: Class 8 contains 75245 members 
Mstep: Class 9 contains 77988 members 
Mstep: Class 10 contains 42592 members 
Mstep: Class 11 contains 41033 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 18 contains 63537 members 
Mstep: Class 19 contains 42584 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75580352.000000 Penalty: 34682.753906
Iteration 163Q: 17 clusters Score -7.558035e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 2232 members 
Mstep: Class 4 contains 28860 members 
Mstep: Class 5 contains 8375 members 
Mstep: Class 6 contains 34732 members 
Mstep: Class 7 contains 65282 members 
Mstep: Class 8 contains 75019 members 
Mstep: Class 9 contains 78097 members 
Mstep: Class 10 contains 42746 members 
Mstep: Class 11 contains 41097 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 18 contains 63541 members 
Mstep: Class 19 contains 42899 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75580776.000000 Penalty: 34682.753906
Iteration 164Q: 17 clusters Score -7.558078e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81901 members 
Mstep: Class 2 contains 940 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 28745 members 
Mstep: Class 5 contains 8345 members 
Mstep: Class 6 contains 34682 members 
Mstep: Class 7 contains 65283 members 
Mstep: Class 8 contains 74870 members 
Mstep: Class 9 contains 78133 members 
Mstep: Class 10 contains 42879 members 
Mstep: Class 11 contains 41144 members 
Mstep: Class 12 contains 682 members 
Mstep: Class 18 contains 63546 members 
Mstep: Class 19 contains 43237 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75581120.000000 Penalty: 34682.753906
Iteration 165Q: 17 clusters Score -7.558112e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81910 members 
Mstep: Class 2 contains 936 members 
Mstep: Class 3 contains 2191 members 
Mstep: Class 4 contains 28640 members 
Mstep: Class 5 contains 8299 members 
Mstep: Class 6 contains 34623 members 
Mstep: Class 7 contains 65269 members 
Mstep: Class 8 contains 74800 members 
Mstep: Class 9 contains 78130 members 
Mstep: Class 10 contains 42965 members 
Mstep: Class 11 contains 41221 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 18 contains 63568 members 
Mstep: Class 19 contains 43534 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75581080.000000 Penalty: 34682.753906
Iteration 166Q: 17 clusters Score -7.558108e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 935 members 
Mstep: Class 3 contains 2173 members 
Mstep: Class 4 contains 28559 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 34559 members 
Mstep: Class 7 contains 65296 members 
Mstep: Class 8 contains 74697 members 
Mstep: Class 9 contains 78078 members 
Mstep: Class 10 contains 43043 members 
Mstep: Class 11 contains 41254 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 18 contains 63632 members 
Mstep: Class 19 contains 43803 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75581240.000000 Penalty: 34682.753906
Iteration 167Q: 17 clusters Score -7.558124e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82080 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 2150 members 
Mstep: Class 4 contains 28485 members 
Mstep: Class 5 contains 8178 members 
Mstep: Class 6 contains 34488 members 
Mstep: Class 7 contains 65330 members 
Mstep: Class 8 contains 74597 members 
Mstep: Class 9 contains 78022 members 
Mstep: Class 10 contains 43087 members 
Mstep: Class 11 contains 41265 members 
Mstep: Class 12 contains 683 members 
Mstep: Class 18 contains 63696 members 
Mstep: Class 19 contains 44084 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75581608.000000 Penalty: 34682.753906
Iteration 168Q: 17 clusters Score -7.558161e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82150 members 
Mstep: Class 2 contains 935 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 28407 members 
Mstep: Class 5 contains 8126 members 
Mstep: Class 6 contains 34404 members 
Mstep: Class 7 contains 65366 members 
Mstep: Class 8 contains 74574 members 
Mstep: Class 9 contains 77947 members 
Mstep: Class 10 contains 43153 members 
Mstep: Class 11 contains 41272 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 18 contains 63780 members 
Mstep: Class 19 contains 44320 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75581544.000000 Penalty: 34682.753906
Iteration 169Q: 17 clusters Score -7.558154e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82325 members 
Mstep: Class 2 contains 932 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 28336 members 
Mstep: Class 5 contains 8073 members 
Mstep: Class 6 contains 34285 members 
Mstep: Class 7 contains 65396 members 
Mstep: Class 8 contains 74520 members 
Mstep: Class 9 contains 77858 members 
Mstep: Class 10 contains 43191 members 
Mstep: Class 11 contains 41293 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 18 contains 63859 members 
Mstep: Class 19 contains 44537 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75581720.000000 Penalty: 34682.753906
Iteration 170Q: 17 clusters Score -7.558172e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 928 members 
Mstep: Class 3 contains 2105 members 
Mstep: Class 4 contains 28277 members 
Mstep: Class 5 contains 8015 members 
Mstep: Class 6 contains 34163 members 
Mstep: Class 7 contains 65451 members 
Mstep: Class 8 contains 74397 members 
Mstep: Class 9 contains 77754 members 
Mstep: Class 10 contains 43208 members 
Mstep: Class 11 contains 41304 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 18 contains 64000 members 
Mstep: Class 19 contains 44722 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75581872.000000 Penalty: 34682.753906
Iteration 171Q: 17 clusters Score -7.558187e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82757 members 
Mstep: Class 2 contains 926 members 
Mstep: Class 3 contains 2081 members 
Mstep: Class 4 contains 28220 members 
Mstep: Class 5 contains 7965 members 
Mstep: Class 6 contains 34036 members 
Mstep: Class 7 contains 65496 members 
Mstep: Class 8 contains 74309 members 
Mstep: Class 9 contains 77668 members 
Mstep: Class 10 contains 43216 members 
Mstep: Class 11 contains 41295 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 18 contains 64177 members 
Mstep: Class 19 contains 44865 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582048.000000 Penalty: 34682.753906
Iteration 172Q: 17 clusters Score -7.558205e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83018 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 2051 members 
Mstep: Class 4 contains 28193 members 
Mstep: Class 5 contains 7906 members 
Mstep: Class 6 contains 33917 members 
Mstep: Class 7 contains 65559 members 
Mstep: Class 8 contains 74151 members 
Mstep: Class 9 contains 77586 members 
Mstep: Class 10 contains 43219 members 
Mstep: Class 11 contains 41274 members 
Mstep: Class 12 contains 687 members 
Mstep: Class 18 contains 64360 members 
Mstep: Class 19 contains 44988 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582168.000000 Penalty: 34682.753906
Iteration 173Q: 17 clusters Score -7.558217e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 920 members 
Mstep: Class 3 contains 2025 members 
Mstep: Class 4 contains 28160 members 
Mstep: Class 5 contains 7840 members 
Mstep: Class 6 contains 33793 members 
Mstep: Class 7 contains 65608 members 
Mstep: Class 8 contains 74014 members 
Mstep: Class 9 contains 77533 members 
Mstep: Class 10 contains 43220 members 
Mstep: Class 11 contains 41282 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 18 contains 64550 members 
Mstep: Class 19 contains 45084 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582128.000000 Penalty: 34682.753906
Iteration 174Q: 17 clusters Score -7.558213e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 914 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 28144 members 
Mstep: Class 5 contains 7790 members 
Mstep: Class 6 contains 33696 members 
Mstep: Class 7 contains 65660 members 
Mstep: Class 8 contains 73900 members 
Mstep: Class 9 contains 77480 members 
Mstep: Class 10 contains 43238 members 
Mstep: Class 11 contains 41235 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 18 contains 64702 members 
Mstep: Class 19 contains 45172 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582240.000000 Penalty: 34682.753906
Iteration 175Q: 17 clusters Score -7.558224e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83750 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 1978 members 
Mstep: Class 4 contains 28131 members 
Mstep: Class 5 contains 7747 members 
Mstep: Class 6 contains 33576 members 
Mstep: Class 7 contains 65725 members 
Mstep: Class 8 contains 73786 members 
Mstep: Class 9 contains 77433 members 
Mstep: Class 10 contains 43243 members 
Mstep: Class 11 contains 41190 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 18 contains 64852 members 
Mstep: Class 19 contains 45256 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582368.000000 Penalty: 34682.753906
Iteration 176Q: 17 clusters Score -7.558237e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84060 members 
Mstep: Class 2 contains 904 members 
Mstep: Class 3 contains 1960 members 
Mstep: Class 4 contains 28148 members 
Mstep: Class 5 contains 7700 members 
Mstep: Class 6 contains 33457 members 
Mstep: Class 7 contains 65810 members 
Mstep: Class 8 contains 73613 members 
Mstep: Class 9 contains 77364 members 
Mstep: Class 10 contains 43244 members 
Mstep: Class 11 contains 41121 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 18 contains 65017 members 
Mstep: Class 19 contains 45329 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582240.000000 Penalty: 34682.753906
Iteration 177Q: 17 clusters Score -7.558224e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 894 members 
Mstep: Class 3 contains 1937 members 
Mstep: Class 4 contains 28174 members 
Mstep: Class 5 contains 7661 members 
Mstep: Class 6 contains 33355 members 
Mstep: Class 7 contains 65878 members 
Mstep: Class 8 contains 73404 members 
Mstep: Class 9 contains 77312 members 
Mstep: Class 10 contains 43223 members 
Mstep: Class 11 contains 41045 members 
Mstep: Class 12 contains 687 members 
Mstep: Class 18 contains 65236 members 
Mstep: Class 19 contains 45408 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582168.000000 Penalty: 34682.753906
Iteration 178Q: 17 clusters Score -7.558217e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84556 members 
Mstep: Class 2 contains 890 members 
Mstep: Class 3 contains 1919 members 
Mstep: Class 4 contains 28196 members 
Mstep: Class 5 contains 7614 members 
Mstep: Class 6 contains 33263 members 
Mstep: Class 7 contains 65983 members 
Mstep: Class 8 contains 73258 members 
Mstep: Class 9 contains 77275 members 
Mstep: Class 10 contains 43211 members 
Mstep: Class 11 contains 40963 members 
Mstep: Class 12 contains 688 members 
Mstep: Class 18 contains 65458 members 
Mstep: Class 19 contains 45461 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582544.000000 Penalty: 34682.753906
Iteration 179Q: 17 clusters Score -7.558254e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84726 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 28225 members 
Mstep: Class 5 contains 7559 members 
Mstep: Class 6 contains 33176 members 
Mstep: Class 7 contains 66074 members 
Mstep: Class 8 contains 73107 members 
Mstep: Class 9 contains 77254 members 
Mstep: Class 10 contains 43212 members 
Mstep: Class 11 contains 40874 members 
Mstep: Class 12 contains 689 members 
Mstep: Class 18 contains 65688 members 
Mstep: Class 19 contains 45505 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582432.000000 Penalty: 34682.753906
Iteration 180F: 17 clusters Score -7.558243e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84905 members 
Mstep: Class 2 contains 881 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 28252 members 
Mstep: Class 5 contains 7514 members 
Mstep: Class 6 contains 33072 members 
Mstep: Class 7 contains 66154 members 
Mstep: Class 8 contains 72987 members 
Mstep: Class 9 contains 77209 members 
Mstep: Class 10 contains 43185 members 
Mstep: Class 11 contains 40797 members 
Mstep: Class 12 contains 690 members 
Mstep: Class 18 contains 65920 members 
Mstep: Class 19 contains 45574 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582432.000000 Penalty: 34682.753906
Iteration 181Q: 17 clusters Score -7.558243e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 880 members 
Mstep: Class 3 contains 1871 members 
Mstep: Class 4 contains 28258 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 32950 members 
Mstep: Class 7 contains 66232 members 
Mstep: Class 8 contains 72860 members 
Mstep: Class 9 contains 77158 members 
Mstep: Class 10 contains 43167 members 
Mstep: Class 11 contains 40732 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 18 contains 66169 members 
Mstep: Class 19 contains 45619 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582384.000000 Penalty: 34682.753906
Iteration 182Q: 17 clusters Score -7.558238e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85295 members 
Mstep: Class 2 contains 880 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 28249 members 
Mstep: Class 5 contains 7440 members 
Mstep: Class 6 contains 32844 members 
Mstep: Class 7 contains 66316 members 
Mstep: Class 8 contains 72775 members 
Mstep: Class 9 contains 77111 members 
Mstep: Class 10 contains 43141 members 
Mstep: Class 11 contains 40657 members 
Mstep: Class 12 contains 690 members 
Mstep: Class 18 contains 66372 members 
Mstep: Class 19 contains 45672 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582480.000000 Penalty: 34682.753906
Iteration 183Q: 17 clusters Score -7.558248e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85522 members 
Mstep: Class 2 contains 877 members 
Mstep: Class 3 contains 1838 members 
Mstep: Class 4 contains 28260 members 
Mstep: Class 5 contains 7402 members 
Mstep: Class 6 contains 32717 members 
Mstep: Class 7 contains 66402 members 
Mstep: Class 8 contains 72661 members 
Mstep: Class 9 contains 77084 members 
Mstep: Class 10 contains 43108 members 
Mstep: Class 11 contains 40577 members 
Mstep: Class 12 contains 690 members 
Mstep: Class 18 contains 66573 members 
Mstep: Class 19 contains 45728 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582536.000000 Penalty: 34682.753906
Iteration 184Q: 17 clusters Score -7.558254e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85725 members 
Mstep: Class 2 contains 868 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 28278 members 
Mstep: Class 5 contains 7369 members 
Mstep: Class 6 contains 32615 members 
Mstep: Class 7 contains 66502 members 
Mstep: Class 8 contains 72530 members 
Mstep: Class 9 contains 77062 members 
Mstep: Class 10 contains 43081 members 
Mstep: Class 11 contains 40504 members 
Mstep: Class 12 contains 690 members 
Mstep: Class 18 contains 66767 members 
Mstep: Class 19 contains 45778 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582368.000000 Penalty: 34682.753906
Iteration 185Q: 17 clusters Score -7.558237e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85880 members 
Mstep: Class 2 contains 859 members 
Mstep: Class 3 contains 1820 members 
Mstep: Class 4 contains 28292 members 
Mstep: Class 5 contains 7349 members 
Mstep: Class 6 contains 32543 members 
Mstep: Class 7 contains 66587 members 
Mstep: Class 8 contains 72438 members 
Mstep: Class 9 contains 77004 members 
Mstep: Class 10 contains 43061 members 
Mstep: Class 11 contains 40406 members 
Mstep: Class 12 contains 690 members 
Mstep: Class 18 contains 66988 members 
Mstep: Class 19 contains 45822 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582528.000000 Penalty: 34682.753906
Iteration 186Q: 17 clusters Score -7.558253e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86010 members 
Mstep: Class 2 contains 854 members 
Mstep: Class 3 contains 1819 members 
Mstep: Class 4 contains 28293 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 32458 members 
Mstep: Class 7 contains 66674 members 
Mstep: Class 8 contains 72374 members 
Mstep: Class 9 contains 76980 members 
Mstep: Class 10 contains 43042 members 
Mstep: Class 11 contains 40313 members 
Mstep: Class 12 contains 690 members 
Mstep: Class 18 contains 67225 members 
Mstep: Class 19 contains 45843 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582464.000000 Penalty: 34682.753906
Iteration 187Q: 17 clusters Score -7.558246e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86154 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 28275 members 
Mstep: Class 5 contains 7300 members 
Mstep: Class 6 contains 32351 members 
Mstep: Class 7 contains 66768 members 
Mstep: Class 8 contains 72260 members 
Mstep: Class 9 contains 76969 members 
Mstep: Class 10 contains 43010 members 
Mstep: Class 11 contains 40227 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 18 contains 67501 members 
Mstep: Class 19 contains 45880 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582448.000000 Penalty: 34682.753906
Iteration 188Q: 17 clusters Score -7.558245e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86273 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 28279 members 
Mstep: Class 5 contains 7269 members 
Mstep: Class 6 contains 32254 members 
Mstep: Class 7 contains 66887 members 
Mstep: Class 8 contains 72117 members 
Mstep: Class 9 contains 76956 members 
Mstep: Class 10 contains 42975 members 
Mstep: Class 11 contains 40134 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 18 contains 67787 members 
Mstep: Class 19 contains 45923 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582440.000000 Penalty: 34682.753906
Iteration 189Q: 17 clusters Score -7.558244e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86399 members 
Mstep: Class 2 contains 850 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 28287 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 32127 members 
Mstep: Class 7 contains 66992 members 
Mstep: Class 8 contains 71992 members 
Mstep: Class 9 contains 76939 members 
Mstep: Class 10 contains 42953 members 
Mstep: Class 11 contains 40028 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 18 contains 68045 members 
Mstep: Class 19 contains 45971 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582680.000000 Penalty: 34682.753906
Iteration 190Q: 17 clusters Score -7.558268e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86487 members 
Mstep: Class 2 contains 848 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 28324 members 
Mstep: Class 5 contains 7224 members 
Mstep: Class 6 contains 32034 members 
Mstep: Class 7 contains 67094 members 
Mstep: Class 8 contains 71855 members 
Mstep: Class 9 contains 76921 members 
Mstep: Class 10 contains 42911 members 
Mstep: Class 11 contains 39927 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 18 contains 68340 members 
Mstep: Class 19 contains 46008 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582680.000000 Penalty: 34682.753906
Iteration 191Q: 17 clusters Score -7.558268e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 1765 members 
Mstep: Class 4 contains 28356 members 
Mstep: Class 5 contains 7192 members 
Mstep: Class 6 contains 31927 members 
Mstep: Class 7 contains 67181 members 
Mstep: Class 8 contains 71722 members 
Mstep: Class 9 contains 76888 members 
Mstep: Class 10 contains 42869 members 
Mstep: Class 11 contains 39847 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 18 contains 68710 members 
Mstep: Class 19 contains 46044 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583000.000000 Penalty: 34682.753906
Iteration 192Q: 17 clusters Score -7.5583e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86621 members 
Mstep: Class 2 contains 843 members 
Mstep: Class 3 contains 1758 members 
Mstep: Class 4 contains 28374 members 
Mstep: Class 5 contains 7168 members 
Mstep: Class 6 contains 31807 members 
Mstep: Class 7 contains 67279 members 
Mstep: Class 8 contains 71603 members 
Mstep: Class 9 contains 76854 members 
Mstep: Class 10 contains 42817 members 
Mstep: Class 11 contains 39763 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 18 contains 69078 members 
Mstep: Class 19 contains 46048 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583000.000000 Penalty: 34682.753906
Iteration 193Q: 17 clusters Score -7.5583e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86648 members 
Mstep: Class 2 contains 841 members 
Mstep: Class 3 contains 1744 members 
Mstep: Class 4 contains 28359 members 
Mstep: Class 5 contains 7149 members 
Mstep: Class 6 contains 31679 members 
Mstep: Class 7 contains 67368 members 
Mstep: Class 8 contains 71524 members 
Mstep: Class 9 contains 76826 members 
Mstep: Class 10 contains 42764 members 
Mstep: Class 11 contains 39678 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 18 contains 69492 members 
Mstep: Class 19 contains 46044 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582992.000000 Penalty: 34682.753906
Iteration 194Q: 17 clusters Score -7.558299e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86647 members 
Mstep: Class 2 contains 835 members 
Mstep: Class 3 contains 1741 members 
Mstep: Class 4 contains 28361 members 
Mstep: Class 5 contains 7134 members 
Mstep: Class 6 contains 31566 members 
Mstep: Class 7 contains 67466 members 
Mstep: Class 8 contains 71425 members 
Mstep: Class 9 contains 76806 members 
Mstep: Class 10 contains 42702 members 
Mstep: Class 11 contains 39578 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 18 contains 69910 members 
Mstep: Class 19 contains 46051 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583256.000000 Penalty: 34682.753906
Iteration 195Q: 17 clusters Score -7.558326e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86598 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 1732 members 
Mstep: Class 4 contains 28360 members 
Mstep: Class 5 contains 7123 members 
Mstep: Class 6 contains 31469 members 
Mstep: Class 7 contains 67543 members 
Mstep: Class 8 contains 71364 members 
Mstep: Class 9 contains 76783 members 
Mstep: Class 10 contains 42641 members 
Mstep: Class 11 contains 39499 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 18 contains 70328 members 
Mstep: Class 19 contains 46067 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583064.000000 Penalty: 34682.753906
Iteration 196Q: 17 clusters Score -7.558306e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86492 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 28370 members 
Mstep: Class 5 contains 7106 members 
Mstep: Class 6 contains 31398 members 
Mstep: Class 7 contains 67621 members 
Mstep: Class 8 contains 71367 members 
Mstep: Class 9 contains 76767 members 
Mstep: Class 10 contains 42593 members 
Mstep: Class 11 contains 39431 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 18 contains 70694 members 
Mstep: Class 19 contains 46067 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582992.000000 Penalty: 34682.753906
Iteration 197Q: 17 clusters Score -7.558299e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 1728 members 
Mstep: Class 4 contains 28396 members 
Mstep: Class 5 contains 7083 members 
Mstep: Class 6 contains 31316 members 
Mstep: Class 7 contains 67701 members 
Mstep: Class 8 contains 71340 members 
Mstep: Class 9 contains 76737 members 
Mstep: Class 10 contains 42534 members 
Mstep: Class 11 contains 39366 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 18 contains 71086 members 
Mstep: Class 19 contains 46044 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582864.000000 Penalty: 34682.753906
Iteration 198Q: 17 clusters Score -7.558286e+07 nChanged 1681
Entering ConstructFrom: 
Score: -75582864.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (86399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86399 members 
Entering Unmasked Estep 
Score: -10759168.000000 Penalty: 1847.093872
	Iteration 0F: 2 clusters Score -1.075917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -10703513.000000 Penalty: 3694.187744
	Iteration 0F: 3 clusters Score -1.070351e+07 nChanged 40965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -10727870.000000 Penalty: 3694.187744
	Iteration 1F: 3 clusters Score -1.072787e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -10729078.000000 Penalty: 3694.187744
	Iteration 2Q: 3 clusters Score -1.072908e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -10730762.000000 Penalty: 3694.187744
	Iteration 3Q: 3 clusters Score -1.073076e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -10733308.000000 Penalty: 3694.187744
	Iteration 4F: 3 clusters Score -1.073331e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -10737437.000000 Penalty: 3694.187744
	Iteration 5F: 3 clusters Score -1.073744e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -10743320.000000 Penalty: 3694.187744
	Iteration 6F: 3 clusters Score -1.074332e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -10748330.000000 Penalty: 3694.187744
	Iteration 7F: 3 clusters Score -1.074833e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -10750118.000000 Penalty: 3694.187744
	Iteration 8Q: 3 clusters Score -1.075012e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -10750601.000000 Penalty: 3694.187744
	Iteration 9Q: 3 clusters Score -1.07506e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -10750792.000000 Penalty: 3694.187744
	Iteration 10Q: 3 clusters Score -1.075079e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -10750903.000000 Penalty: 3694.187744
	Iteration 11Q: 3 clusters Score -1.07509e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -10750996.000000 Penalty: 3694.187744
	Iteration 12Q: 3 clusters Score -1.0751e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -10751072.000000 Penalty: 3694.187744
	Iteration 13Q: 3 clusters Score -1.075107e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -10751146.000000 Penalty: 3694.187744
	Iteration 14Q: 3 clusters Score -1.075115e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -10751176.000000 Penalty: 3694.187744
	Iteration 15Q: 3 clusters Score -1.075118e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -10751194.000000 Penalty: 3694.187744
	Iteration 16Q: 3 clusters Score -1.075119e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -10751183.000000 Penalty: 3694.187744
	Iteration 17Q: 3 clusters Score -1.075118e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -10751180.000000 Penalty: 3694.187744
	Iteration 18Q: 3 clusters Score -1.075118e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -10751196.000000 Penalty: 3694.187744
	Iteration 19Q: 3 clusters Score -1.07512e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -10751229.000000 Penalty: 3694.187744
	Iteration 20F: 3 clusters Score -1.075123e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -10751254.000000 Penalty: 3694.187744
	Iteration 21Q: 3 clusters Score -1.075125e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -10751277.000000 Penalty: 3694.187744
	Iteration 22Q: 3 clusters Score -1.075128e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -10751257.000000 Penalty: 3694.187744
	Iteration 23Q: 3 clusters Score -1.075126e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -10751263.000000 Penalty: 3694.187744
	Iteration 24Q: 3 clusters Score -1.075126e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -10751238.000000 Penalty: 3694.187744
	Iteration 25Q: 3 clusters Score -1.075124e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -10751260.000000 Penalty: 3694.187744
	Iteration 26Q: 3 clusters Score -1.075126e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -10751271.000000 Penalty: 3694.187744
	Iteration 27Q: 3 clusters Score -1.075127e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -10751272.000000 Penalty: 3694.187744
	Iteration 28Q: 3 clusters Score -1.075127e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -10751262.000000 Penalty: 3694.187744
	Iteration 29Q: 3 clusters Score -1.075126e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -10751262.000000 Penalty: 3694.187744
	Iteration 30Q: 3 clusters Score -1.075126e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -10751262.000000 Penalty: 3694.187744
	Iteration 31Q: 3 clusters Score -1.075126e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -10751317.000000 Penalty: 3694.187744
	Iteration 32Q: 3 clusters Score -1.075132e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -10751310.000000 Penalty: 3694.187744
	Iteration 33Q: 3 clusters Score -1.075131e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -10751325.000000 Penalty: 3694.187744
	Iteration 34Q: 3 clusters Score -1.075132e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -10751357.000000 Penalty: 3694.187744
	Iteration 35Q: 3 clusters Score -1.075136e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -10751367.000000 Penalty: 3694.187744
	Iteration 36Q: 3 clusters Score -1.075137e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -10751393.000000 Penalty: 3694.187744
	Iteration 37Q: 3 clusters Score -1.075139e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -10751445.000000 Penalty: 3694.187744
	Iteration 38Q: 3 clusters Score -1.075144e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -10751483.000000 Penalty: 3694.187744
	Iteration 39Q: 3 clusters Score -1.075148e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -10751500.000000 Penalty: 3694.187744
	Iteration 40F: 3 clusters Score -1.07515e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -10751546.000000 Penalty: 3694.187744
	Iteration 41Q: 3 clusters Score -1.075155e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -10751579.000000 Penalty: 3694.187744
	Iteration 42Q: 3 clusters Score -1.075158e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -10751565.000000 Penalty: 3694.187744
	Iteration 43Q: 3 clusters Score -1.075156e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -10751615.000000 Penalty: 3694.187744
	Iteration 44Q: 3 clusters Score -1.075162e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -10751667.000000 Penalty: 3694.187744
	Iteration 45Q: 3 clusters Score -1.075167e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -10751725.000000 Penalty: 3694.187744
	Iteration 46Q: 3 clusters Score -1.075172e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -10751781.000000 Penalty: 3694.187744
	Iteration 47Q: 3 clusters Score -1.075178e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -10751832.000000 Penalty: 3694.187744
	Iteration 48Q: 3 clusters Score -1.075183e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -10751931.000000 Penalty: 3694.187744
	Iteration 49Q: 3 clusters Score -1.075193e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -10752019.000000 Penalty: 3694.187744
	Iteration 50Q: 3 clusters Score -1.075202e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -10752165.000000 Penalty: 3694.187744
	Iteration 51Q: 3 clusters Score -1.075216e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56810 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -10752255.000000 Penalty: 3694.187744
	Iteration 52Q: 3 clusters Score -1.075226e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57768 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -10752395.000000 Penalty: 3694.187744
	Iteration 53Q: 3 clusters Score -1.07524e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -10752475.000000 Penalty: 3694.187744
	Iteration 54Q: 3 clusters Score -1.075248e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -10752623.000000 Penalty: 3694.187744
	Iteration 55Q: 3 clusters Score -1.075262e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -10752765.000000 Penalty: 3694.187744
	Iteration 56Q: 3 clusters Score -1.075276e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -10752921.000000 Penalty: 3694.187744
	Iteration 57Q: 3 clusters Score -1.075292e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -10753096.000000 Penalty: 3694.187744
	Iteration 58Q: 3 clusters Score -1.07531e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -10753240.000000 Penalty: 3694.187744
	Iteration 59Q: 3 clusters Score -1.075324e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -10753418.000000 Penalty: 3694.187744
	Iteration 60F: 3 clusters Score -1.075342e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -10753573.000000 Penalty: 3694.187744
	Iteration 61Q: 3 clusters Score -1.075357e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67363 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -10753735.000000 Penalty: 3694.187744
	Iteration 62Q: 3 clusters Score -1.075374e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -10753921.000000 Penalty: 3694.187744
	Iteration 63Q: 3 clusters Score -1.075392e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69568 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -10754146.000000 Penalty: 3694.187744
	Iteration 64Q: 3 clusters Score -1.075415e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70531 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -10754298.000000 Penalty: 3694.187744
	Iteration 65Q: 3 clusters Score -1.07543e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71373 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -10754434.000000 Penalty: 3694.187744
	Iteration 66Q: 3 clusters Score -1.075443e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -10754560.000000 Penalty: 3694.187744
	Iteration 67Q: 3 clusters Score -1.075456e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -10754759.000000 Penalty: 3694.187744
	Iteration 68Q: 3 clusters Score -1.075476e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -10754841.000000 Penalty: 3694.187744
	Iteration 69Q: 3 clusters Score -1.075484e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74083 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -10754947.000000 Penalty: 3694.187744
	Iteration 70Q: 3 clusters Score -1.075495e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -10755040.000000 Penalty: 3694.187744
	Iteration 71Q: 3 clusters Score -1.075504e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75182 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -10755140.000000 Penalty: 3694.187744
	Iteration 72Q: 3 clusters Score -1.075514e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75683 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -10755248.000000 Penalty: 3694.187744
	Iteration 73Q: 3 clusters Score -1.075525e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76128 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -10755348.000000 Penalty: 3694.187744
	Iteration 74Q: 3 clusters Score -1.075535e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -10755404.000000 Penalty: 3694.187744
	Iteration 75Q: 3 clusters Score -1.07554e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -10755402.000000 Penalty: 3694.187744
	Iteration 76Q: 3 clusters Score -1.07554e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -10755467.000000 Penalty: 3694.187744
	Iteration 77Q: 3 clusters Score -1.075547e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77425 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -10755525.000000 Penalty: 3694.187744
	Iteration 78Q: 3 clusters Score -1.075552e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77713 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -10755616.000000 Penalty: 3694.187744
	Iteration 79Q: 3 clusters Score -1.075562e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -10755716.000000 Penalty: 3694.187744
	Iteration 80F: 3 clusters Score -1.075572e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -10755783.000000 Penalty: 3694.187744
	Iteration 81Q: 3 clusters Score -1.075578e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78588 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -10755848.000000 Penalty: 3694.187744
	Iteration 82Q: 3 clusters Score -1.075585e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78896 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -10755922.000000 Penalty: 3694.187744
	Iteration 83Q: 3 clusters Score -1.075592e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79193 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -10756032.000000 Penalty: 3694.187744
	Iteration 84Q: 3 clusters Score -1.075603e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -10756092.000000 Penalty: 3694.187744
	Iteration 85Q: 3 clusters Score -1.075609e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79728 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -10756132.000000 Penalty: 3694.187744
	Iteration 86Q: 3 clusters Score -1.075613e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -10756245.000000 Penalty: 3694.187744
	Iteration 87Q: 3 clusters Score -1.075624e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -10756333.000000 Penalty: 3694.187744
	Iteration 88Q: 3 clusters Score -1.075633e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80477 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -10756392.000000 Penalty: 3694.187744
	Iteration 89Q: 3 clusters Score -1.075639e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -10756431.000000 Penalty: 3694.187744
	Iteration 90Q: 3 clusters Score -1.075643e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80917 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -10756467.000000 Penalty: 3694.187744
	Iteration 91Q: 3 clusters Score -1.075647e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -10756506.000000 Penalty: 3694.187744
	Iteration 92Q: 3 clusters Score -1.075651e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81265 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -10756543.000000 Penalty: 3694.187744
	Iteration 93Q: 3 clusters Score -1.075654e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81422 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -10756569.000000 Penalty: 3694.187744
	Iteration 94Q: 3 clusters Score -1.075657e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -10756600.000000 Penalty: 3694.187744
	Iteration 95Q: 3 clusters Score -1.07566e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81717 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -10756671.000000 Penalty: 3694.187744
	Iteration 96Q: 3 clusters Score -1.075667e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81867 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -10756686.000000 Penalty: 3694.187744
	Iteration 97Q: 3 clusters Score -1.075669e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -10756714.000000 Penalty: 3694.187744
	Iteration 98Q: 3 clusters Score -1.075671e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82157 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -10756747.000000 Penalty: 3694.187744
	Iteration 99Q: 3 clusters Score -1.075675e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82306 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -10756808.000000 Penalty: 3694.187744
	Iteration 100F: 3 clusters Score -1.075681e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82430 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -10756820.000000 Penalty: 3694.187744
	Iteration 101Q: 3 clusters Score -1.075682e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82543 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -10756831.000000 Penalty: 3694.187744
	Iteration 102Q: 3 clusters Score -1.075683e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82647 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -10756857.000000 Penalty: 3694.187744
	Iteration 103Q: 3 clusters Score -1.075686e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82729 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -10756893.000000 Penalty: 3694.187744
	Iteration 104Q: 3 clusters Score -1.075689e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82817 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -10756924.000000 Penalty: 3694.187744
	Iteration 105Q: 3 clusters Score -1.075692e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82918 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -10756931.000000 Penalty: 3694.187744
	Iteration 106Q: 3 clusters Score -1.075693e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83006 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -10756954.000000 Penalty: 3694.187744
	Iteration 107Q: 3 clusters Score -1.075695e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83077 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -10756956.000000 Penalty: 3694.187744
	Iteration 108Q: 3 clusters Score -1.075696e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83155 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -10756985.000000 Penalty: 3694.187744
	Iteration 109Q: 3 clusters Score -1.075698e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83214 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -10756994.000000 Penalty: 3694.187744
	Iteration 110Q: 3 clusters Score -1.075699e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -10757029.000000 Penalty: 3694.187744
	Iteration 111Q: 3 clusters Score -1.075703e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83344 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -10757051.000000 Penalty: 3694.187744
	Iteration 112Q: 3 clusters Score -1.075705e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -10757077.000000 Penalty: 3694.187744
	Iteration 113Q: 3 clusters Score -1.075708e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83464 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -10757099.000000 Penalty: 3694.187744
	Iteration 114Q: 3 clusters Score -1.07571e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83510 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -10757110.000000 Penalty: 3694.187744
	Iteration 115Q: 3 clusters Score -1.075711e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83546 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -10757118.000000 Penalty: 3694.187744
	Iteration 116Q: 3 clusters Score -1.075712e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83600 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -10757103.000000 Penalty: 3694.187744
	Iteration 117Q: 3 clusters Score -1.07571e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83650 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -10757135.000000 Penalty: 3694.187744
	Iteration 118Q: 3 clusters Score -1.075714e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -10757138.000000 Penalty: 3694.187744
	Iteration 119Q: 3 clusters Score -1.075714e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83751 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -10757143.000000 Penalty: 3694.187744
	Iteration 120F: 3 clusters Score -1.075714e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83796 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -10757173.000000 Penalty: 3694.187744
	Iteration 121Q: 3 clusters Score -1.075717e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -10757165.000000 Penalty: 3694.187744
	Iteration 122Q: 3 clusters Score -1.075716e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -10757178.000000 Penalty: 3694.187744
	Iteration 123Q: 3 clusters Score -1.075718e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83915 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -10757192.000000 Penalty: 3694.187744
	Iteration 124Q: 3 clusters Score -1.075719e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83953 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -10757214.000000 Penalty: 3694.187744
	Iteration 125Q: 3 clusters Score -1.075721e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -10757217.000000 Penalty: 3694.187744
	Iteration 126Q: 3 clusters Score -1.075722e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84023 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -10757240.000000 Penalty: 3694.187744
	Iteration 127Q: 3 clusters Score -1.075724e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84057 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -10757239.000000 Penalty: 3694.187744
	Iteration 128Q: 3 clusters Score -1.075724e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84090 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -10757236.000000 Penalty: 3694.187744
	Iteration 129Q: 3 clusters Score -1.075724e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84115 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -10757246.000000 Penalty: 3694.187744
	Iteration 130Q: 3 clusters Score -1.075725e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84143 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -10757255.000000 Penalty: 3694.187744
	Iteration 131Q: 3 clusters Score -1.075726e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84165 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -10757257.000000 Penalty: 3694.187744
	Iteration 132Q: 3 clusters Score -1.075726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -10757258.000000 Penalty: 3694.187744
	Iteration 133Q: 3 clusters Score -1.075726e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84204 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -10757264.000000 Penalty: 3694.187744
	Iteration 134Q: 3 clusters Score -1.075726e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84231 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -10757274.000000 Penalty: 3694.187744
	Iteration 135Q: 3 clusters Score -1.075727e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84257 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -10757286.000000 Penalty: 3694.187744
	Iteration 136Q: 3 clusters Score -1.075729e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84278 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -10757297.000000 Penalty: 3694.187744
	Iteration 137Q: 3 clusters Score -1.07573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84295 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -10757306.000000 Penalty: 3694.187744
	Iteration 138Q: 3 clusters Score -1.075731e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84319 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -10757313.000000 Penalty: 3694.187744
	Iteration 139Q: 3 clusters Score -1.075731e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -10757311.000000 Penalty: 3694.187744
	Iteration 140F: 3 clusters Score -1.075731e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84352 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -10757314.000000 Penalty: 3694.187744
	Iteration 141Q: 3 clusters Score -1.075731e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84367 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -10757324.000000 Penalty: 3694.187744
	Iteration 142Q: 3 clusters Score -1.075732e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -10757345.000000 Penalty: 3694.187744
	Iteration 143Q: 3 clusters Score -1.075734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -10757342.000000 Penalty: 3694.187744
	Iteration 144Q: 3 clusters Score -1.075734e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84407 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -10757359.000000 Penalty: 3694.187744
	Iteration 145Q: 3 clusters Score -1.075736e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84423 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -10757356.000000 Penalty: 3694.187744
	Iteration 146Q: 3 clusters Score -1.075736e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -10757355.000000 Penalty: 3694.187744
	Iteration 147Q: 3 clusters Score -1.075736e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84457 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -10757370.000000 Penalty: 3694.187744
	Iteration 148Q: 3 clusters Score -1.075737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84469 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -10757390.000000 Penalty: 3694.187744
	Iteration 149Q: 3 clusters Score -1.075739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -10757394.000000 Penalty: 3694.187744
	Iteration 150Q: 3 clusters Score -1.075739e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84483 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -10757390.000000 Penalty: 3694.187744
	Iteration 151Q: 3 clusters Score -1.075739e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84492 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -10757390.000000 Penalty: 3694.187744
	Iteration 152Q: 3 clusters Score -1.075739e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84508 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -10757399.000000 Penalty: 3694.187744
	Iteration 153Q: 3 clusters Score -1.07574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84514 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -10757401.000000 Penalty: 3694.187744
	Iteration 154Q: 3 clusters Score -1.07574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -10757413.000000 Penalty: 3694.187744
	Iteration 155Q: 3 clusters Score -1.075741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -10757416.000000 Penalty: 3694.187744
	Iteration 156Q: 3 clusters Score -1.075742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84540 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -10757426.000000 Penalty: 3694.187744
	Iteration 157Q: 3 clusters Score -1.075743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84550 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -10757414.000000 Penalty: 3694.187744
	Iteration 158Q: 3 clusters Score -1.075741e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84560 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -10757418.000000 Penalty: 3694.187744
	Iteration 159Q: 3 clusters Score -1.075742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84566 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -10757422.000000 Penalty: 3694.187744
	Iteration 160F: 3 clusters Score -1.075742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -10757421.000000 Penalty: 3694.187744
	Iteration 161Q: 3 clusters Score -1.075742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84577 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -10757424.000000 Penalty: 3694.187744
	Iteration 162Q: 3 clusters Score -1.075742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84582 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -10757432.000000 Penalty: 3694.187744
	Iteration 163Q: 3 clusters Score -1.075743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84590 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -10757430.000000 Penalty: 3694.187744
	Iteration 164Q: 3 clusters Score -1.075743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84601 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -10757444.000000 Penalty: 3694.187744
	Iteration 165Q: 3 clusters Score -1.075744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84618 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -10757456.000000 Penalty: 3694.187744
	Iteration 166Q: 3 clusters Score -1.075746e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84634 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -10757463.000000 Penalty: 3694.187744
	Iteration 167Q: 3 clusters Score -1.075746e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84656 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -10757465.000000 Penalty: 3694.187744
	Iteration 168Q: 3 clusters Score -1.075746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84675 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -10757476.000000 Penalty: 3694.187744
	Iteration 169Q: 3 clusters Score -1.075748e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84702 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -10757491.000000 Penalty: 3694.187744
	Iteration 170Q: 3 clusters Score -1.075749e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84721 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -10757496.000000 Penalty: 3694.187744
	Iteration 171Q: 3 clusters Score -1.07575e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84748 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -10757500.000000 Penalty: 3694.187744
	Iteration 172Q: 3 clusters Score -1.07575e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84770 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -10757502.000000 Penalty: 3694.187744
	Iteration 173Q: 3 clusters Score -1.07575e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84786 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -10757501.000000 Penalty: 3694.187744
	Iteration 174Q: 3 clusters Score -1.07575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84798 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -10757511.000000 Penalty: 3694.187744
	Iteration 175Q: 3 clusters Score -1.075751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84810 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -10757501.000000 Penalty: 3694.187744
	Iteration 176Q: 3 clusters Score -1.07575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84820 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -10757515.000000 Penalty: 3694.187744
	Iteration 177Q: 3 clusters Score -1.075752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84833 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -10757519.000000 Penalty: 3694.187744
	Iteration 178Q: 3 clusters Score -1.075752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84842 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -10757520.000000 Penalty: 3694.187744
	Iteration 179Q: 3 clusters Score -1.075752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -10757523.000000 Penalty: 3694.187744
	Iteration 180F: 3 clusters Score -1.075752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84850 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -10757528.000000 Penalty: 3694.187744
	Iteration 181Q: 3 clusters Score -1.075753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84854 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -10757532.000000 Penalty: 3694.187744
	Iteration 182Q: 3 clusters Score -1.075753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84857 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -10757523.000000 Penalty: 3694.187744
	Iteration 183Q: 3 clusters Score -1.075752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84859 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -10757527.000000 Penalty: 3694.187744
	Iteration 184Q: 3 clusters Score -1.075753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84861 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -10757533.000000 Penalty: 3694.187744
	Iteration 185Q: 3 clusters Score -1.075753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84863 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -10757530.000000 Penalty: 3694.187744
	Iteration 186Q: 3 clusters Score -1.075753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84866 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -10757534.000000 Penalty: 3694.187744
	Iteration 187Q: 3 clusters Score -1.075753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84869 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -10757526.000000 Penalty: 3694.187744
	Iteration 188Q: 3 clusters Score -1.075753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84870 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -10757527.000000 Penalty: 3694.187744
	Iteration 189Q: 3 clusters Score -1.075753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84873 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -10757529.000000 Penalty: 3694.187744
	Iteration 190Q: 3 clusters Score -1.075753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84873 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -10757529.000000 Penalty: 3694.187744
	Iteration 191F: 3 clusters Score -1.075753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -88760.578125 Penalty: 1088.668823
	Iteration 0F: 2 clusters Score -88760.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -87475.382812 Penalty: 2177.337646
	Iteration 0F: 3 clusters Score -87475.38 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -87748.921875 Penalty: 2177.337646
	Iteration 1F: 3 clusters Score -87748.92 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -87840.789062 Penalty: 2177.337646
	Iteration 2F: 3 clusters Score -87840.79 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -87897.203125 Penalty: 2177.337646
	Iteration 3F: 3 clusters Score -87897.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -87928.578125 Penalty: 2177.337646
	Iteration 4Q: 3 clusters Score -87928.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -87940.757812 Penalty: 2177.337646
	Iteration 5Q: 3 clusters Score -87940.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -87949.703125 Penalty: 2177.337646
	Iteration 6Q: 3 clusters Score -87949.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -87958.812500 Penalty: 2177.337646
	Iteration 7Q: 3 clusters Score -87958.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87970.742188 Penalty: 2177.337646
	Iteration 8Q: 3 clusters Score -87970.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -87975.000000 Penalty: 2177.337646
	Iteration 9Q: 3 clusters Score -87975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -87980.867188 Penalty: 2177.337646
	Iteration 10Q: 3 clusters Score -87980.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -87986.070312 Penalty: 2177.337646
	Iteration 11Q: 3 clusters Score -87986.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -87988.906250 Penalty: 2177.337646
	Iteration 12Q: 3 clusters Score -87988.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -87993.726562 Penalty: 2177.337646
	Iteration 13Q: 3 clusters Score -87993.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -87996.742188 Penalty: 2177.337646
	Iteration 14Q: 3 clusters Score -87996.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -87997.281250 Penalty: 2177.337646
	Iteration 15Q: 3 clusters Score -87997.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -87997.773438 Penalty: 2177.337646
	Iteration 16Q: 3 clusters Score -87997.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -87998.054688 Penalty: 2177.337646
	Iteration 17Q: 3 clusters Score -87998.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -87998.054688 Penalty: 2177.337646
	Iteration 18F: 3 clusters Score -87998.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -212186.515625 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -212186.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -210229.625000 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -210229.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -210586.937500 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -210586.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -210693.281250 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -210693.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -210761.718750 Penalty: 2421.653564
	Iteration 3F: 3 clusters Score -210761.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -210801.296875 Penalty: 2421.653564
	Iteration 4Q: 3 clusters Score -210801.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -210831.531250 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -210831.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -210846.734375 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -210846.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -210860.250000 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -210860.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -210870.203125 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -210870.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -210879.875000 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -210879.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -210890.984375 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -210891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -210897.500000 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -210897.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -210901.640625 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -210901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -210904.140625 Penalty: 2421.653564
	Iteration 13Q: 3 clusters Score -210904.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -210906.171875 Penalty: 2421.653564
	Iteration 14Q: 3 clusters Score -210906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -210906.156250 Penalty: 2421.653564
	Iteration 15Q: 3 clusters Score -210906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -210906.156250 Penalty: 2421.653564
	Iteration 16F: 3 clusters Score -210906.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Entering Unmasked Estep 
Score: -3442279.250000 Penalty: 1666.470093
	Iteration 0F: 2 clusters Score -3442279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3423056.500000 Penalty: 3332.940186
	Iteration 0F: 3 clusters Score -3423056 nChanged 13030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3430142.250000 Penalty: 3332.940186
	Iteration 1F: 3 clusters Score -3430142 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -3430516.250000 Penalty: 3332.940186
	Iteration 2Q: 3 clusters Score -3430516 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3430949.250000 Penalty: 3332.940186
	Iteration 3Q: 3 clusters Score -3430949 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -3431501.250000 Penalty: 3332.940186
	Iteration 4Q: 3 clusters Score -3431501 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3432337.250000 Penalty: 3332.940186
	Iteration 5F: 3 clusters Score -3432337 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -3433681.250000 Penalty: 3332.940186
	Iteration 6F: 3 clusters Score -3433681 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3435530.500000 Penalty: 3332.940186
	Iteration 7F: 3 clusters Score -3435530 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3437625.000000 Penalty: 3332.940186
	Iteration 8F: 3 clusters Score -3437625 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3439189.250000 Penalty: 3332.940186
	Iteration 9F: 3 clusters Score -3439189 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3440060.750000 Penalty: 3332.940186
	Iteration 10Q: 3 clusters Score -3440061 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3440469.250000 Penalty: 3332.940186
	Iteration 11Q: 3 clusters Score -3440469 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3440645.000000 Penalty: 3332.940186
	Iteration 12Q: 3 clusters Score -3440645 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3440729.250000 Penalty: 3332.940186
	Iteration 13Q: 3 clusters Score -3440729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3440766.250000 Penalty: 3332.940186
	Iteration 14Q: 3 clusters Score -3440766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3440784.750000 Penalty: 3332.940186
	Iteration 15Q: 3 clusters Score -3440785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3440800.500000 Penalty: 3332.940186
	Iteration 16Q: 3 clusters Score -3440800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3440800.000000 Penalty: 3332.940186
	Iteration 17Q: 3 clusters Score -3440800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3440804.000000 Penalty: 3332.940186
	Iteration 18Q: 3 clusters Score -3440804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3440801.000000 Penalty: 3332.940186
	Iteration 19Q: 3 clusters Score -3440801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3440801.000000 Penalty: 3332.940186
	Iteration 20F: 3 clusters Score -3440801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Entering Unmasked Estep 
Score: -836606.312500 Penalty: 1439.969360
	Iteration 0F: 2 clusters Score -836606.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -831314.875000 Penalty: 2879.938721
	Iteration 0F: 3 clusters Score -831314.9 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -832880.312500 Penalty: 2879.938721
	Iteration 1F: 3 clusters Score -832880.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -833064.812500 Penalty: 2879.938721
	Iteration 2F: 3 clusters Score -833064.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -833199.687500 Penalty: 2879.938721
	Iteration 3Q: 3 clusters Score -833199.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -833305.937500 Penalty: 2879.938721
	Iteration 4Q: 3 clusters Score -833305.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -833400.562500 Penalty: 2879.938721
	Iteration 5Q: 3 clusters Score -833400.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -833519.125000 Penalty: 2879.938721
	Iteration 6Q: 3 clusters Score -833519.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -833699.500000 Penalty: 2879.938721
	Iteration 7Q: 3 clusters Score -833699.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -833924.937500 Penalty: 2879.938721
	Iteration 8Q: 3 clusters Score -833924.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -834202.000000 Penalty: 2879.938721
	Iteration 9Q: 3 clusters Score -834202 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -834469.187500 Penalty: 2879.938721
	Iteration 10Q: 3 clusters Score -834469.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -834716.187500 Penalty: 2879.938721
	Iteration 11Q: 3 clusters Score -834716.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -834866.312500 Penalty: 2879.938721
	Iteration 12Q: 3 clusters Score -834866.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -834974.125000 Penalty: 2879.938721
	Iteration 13Q: 3 clusters Score -834974.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -835057.125000 Penalty: 2879.938721
	Iteration 14Q: 3 clusters Score -835057.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -835126.500000 Penalty: 2879.938721
	Iteration 15Q: 3 clusters Score -835126.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -835196.687500 Penalty: 2879.938721
	Iteration 16Q: 3 clusters Score -835196.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -835265.000000 Penalty: 2879.938721
	Iteration 17Q: 3 clusters Score -835265 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -835322.562500 Penalty: 2879.938721
	Iteration 18Q: 3 clusters Score -835322.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -835364.375000 Penalty: 2879.938721
	Iteration 19Q: 3 clusters Score -835364.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -835406.312500 Penalty: 2879.938721
	Iteration 20F: 3 clusters Score -835406.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -835462.250000 Penalty: 2879.938721
	Iteration 21Q: 3 clusters Score -835462.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -835530.625000 Penalty: 2879.938721
	Iteration 22Q: 3 clusters Score -835530.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -835615.250000 Penalty: 2879.938721
	Iteration 23Q: 3 clusters Score -835615.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -835670.312500 Penalty: 2879.938721
	Iteration 24Q: 3 clusters Score -835670.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -835702.937500 Penalty: 2879.938721
	Iteration 25Q: 3 clusters Score -835702.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -835726.250000 Penalty: 2879.938721
	Iteration 26Q: 3 clusters Score -835726.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -835742.437500 Penalty: 2879.938721
	Iteration 27Q: 3 clusters Score -835742.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -835759.750000 Penalty: 2879.938721
	Iteration 28Q: 3 clusters Score -835759.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -835773.437500 Penalty: 2879.938721
	Iteration 29Q: 3 clusters Score -835773.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -835787.250000 Penalty: 2879.938721
	Iteration 30Q: 3 clusters Score -835787.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -835791.687500 Penalty: 2879.938721
	Iteration 31Q: 3 clusters Score -835791.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -835799.937500 Penalty: 2879.938721
	Iteration 32Q: 3 clusters Score -835799.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -835808.875000 Penalty: 2879.938721
	Iteration 33Q: 3 clusters Score -835808.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -835817.500000 Penalty: 2879.938721
	Iteration 34Q: 3 clusters Score -835817.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -835828.125000 Penalty: 2879.938721
	Iteration 35Q: 3 clusters Score -835828.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -835836.187500 Penalty: 2879.938721
	Iteration 36Q: 3 clusters Score -835836.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -835842.250000 Penalty: 2879.938721
	Iteration 37Q: 3 clusters Score -835842.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -835850.437500 Penalty: 2879.938721
	Iteration 38Q: 3 clusters Score -835850.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -835852.812500 Penalty: 2879.938721
	Iteration 39Q: 3 clusters Score -835852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -835853.937500 Penalty: 2879.938721
	Iteration 40F: 3 clusters Score -835853.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -835856.062500 Penalty: 2879.938721
	Iteration 41Q: 3 clusters Score -835856.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -835857.312500 Penalty: 2879.938721
	Iteration 42Q: 3 clusters Score -835857.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -835857.750000 Penalty: 2879.938721
	Iteration 43Q: 3 clusters Score -835857.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -835861.000000 Penalty: 2879.938721
	Iteration 44Q: 3 clusters Score -835861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -835862.187500 Penalty: 2879.938721
	Iteration 45Q: 3 clusters Score -835862.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -835862.250000 Penalty: 2879.938721
	Iteration 46Q: 3 clusters Score -835862.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -835862.250000 Penalty: 2879.938721
	Iteration 47F: 3 clusters Score -835862.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Entering Unmasked Estep 
Score: -3884163.000000 Penalty: 1681.734375
	Iteration 0F: 2 clusters Score -3884163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3863188.500000 Penalty: 3363.468750
	Iteration 0F: 3 clusters Score -3863188 nChanged 14372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3871211.500000 Penalty: 3363.468750
	Iteration 1F: 3 clusters Score -3871212 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3871674.750000 Penalty: 3363.468750
	Iteration 2Q: 3 clusters Score -3871675 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -3872187.750000 Penalty: 3363.468750
	Iteration 3Q: 3 clusters Score -3872188 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -3872790.750000 Penalty: 3363.468750
	Iteration 4Q: 3 clusters Score -3872791 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -3873631.500000 Penalty: 3363.468750
	Iteration 5F: 3 clusters Score -3873632 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3874716.000000 Penalty: 3363.468750
	Iteration 6F: 3 clusters Score -3874716 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -3876111.500000 Penalty: 3363.468750
	Iteration 7F: 3 clusters Score -3876112 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3877745.250000 Penalty: 3363.468750
	Iteration 8F: 3 clusters Score -3877745 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3879256.000000 Penalty: 3363.468750
	Iteration 9F: 3 clusters Score -3879256 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3880459.500000 Penalty: 3363.468750
	Iteration 10Q: 3 clusters Score -3880460 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3881259.250000 Penalty: 3363.468750
	Iteration 11Q: 3 clusters Score -3881259 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3881792.250000 Penalty: 3363.468750
	Iteration 12Q: 3 clusters Score -3881792 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3882119.000000 Penalty: 3363.468750
	Iteration 13Q: 3 clusters Score -3882119 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3882294.000000 Penalty: 3363.468750
	Iteration 14Q: 3 clusters Score -3882294 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3882419.000000 Penalty: 3363.468750
	Iteration 15Q: 3 clusters Score -3882419 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3882509.500000 Penalty: 3363.468750
	Iteration 16Q: 3 clusters Score -3882510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3882566.750000 Penalty: 3363.468750
	Iteration 17Q: 3 clusters Score -3882567 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3882601.000000 Penalty: 3363.468750
	Iteration 18Q: 3 clusters Score -3882601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3882623.000000 Penalty: 3363.468750
	Iteration 19Q: 3 clusters Score -3882623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3882641.000000 Penalty: 3363.468750
	Iteration 20F: 3 clusters Score -3882641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3882667.750000 Penalty: 3363.468750
	Iteration 21Q: 3 clusters Score -3882668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3882676.500000 Penalty: 3363.468750
	Iteration 22Q: 3 clusters Score -3882676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3882686.500000 Penalty: 3363.468750
	Iteration 23Q: 3 clusters Score -3882686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3882694.250000 Penalty: 3363.468750
	Iteration 24Q: 3 clusters Score -3882694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3882703.750000 Penalty: 3363.468750
	Iteration 25Q: 3 clusters Score -3882704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3882705.750000 Penalty: 3363.468750
	Iteration 26Q: 3 clusters Score -3882706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3882709.750000 Penalty: 3363.468750
	Iteration 27Q: 3 clusters Score -3882710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3882712.000000 Penalty: 3363.468750
	Iteration 28Q: 3 clusters Score -3882712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3882718.500000 Penalty: 3363.468750
	Iteration 29Q: 3 clusters Score -3882718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3882718.500000 Penalty: 3363.468750
	Iteration 30Q: 3 clusters Score -3882718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3882718.750000 Penalty: 3363.468750
	Iteration 31Q: 3 clusters Score -3882719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3882721.000000 Penalty: 3363.468750
	Iteration 32Q: 3 clusters Score -3882721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3882725.000000 Penalty: 3363.468750
	Iteration 33Q: 3 clusters Score -3882725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3882730.500000 Penalty: 3363.468750
	Iteration 34Q: 3 clusters Score -3882730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3882730.500000 Penalty: 3363.468750
	Iteration 35Q: 3 clusters Score -3882730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3882730.250000 Penalty: 3363.468750
	Iteration 36Q: 3 clusters Score -3882730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3882730.250000 Penalty: 3363.468750
	Iteration 37F: 3 clusters Score -3882730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Entering Unmasked Estep 
Score: -8443850.000000 Penalty: 1807.622559
	Iteration 0F: 2 clusters Score -8443850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -8399504.000000 Penalty: 3615.245117
	Iteration 0F: 3 clusters Score -8399504 nChanged 32069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -8418209.000000 Penalty: 3615.245117
	Iteration 1F: 3 clusters Score -8418209 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -8419003.000000 Penalty: 3615.245117
	Iteration 2Q: 3 clusters Score -8419003 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -8419952.000000 Penalty: 3615.245117
	Iteration 3Q: 3 clusters Score -8419952 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -8421400.000000 Penalty: 3615.245117
	Iteration 4Q: 3 clusters Score -8421400 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -8423711.000000 Penalty: 3615.245117
	Iteration 5F: 3 clusters Score -8423711 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -8427195.000000 Penalty: 3615.245117
	Iteration 6F: 3 clusters Score -8427195 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -8431330.000000 Penalty: 3615.245117
	Iteration 7F: 3 clusters Score -8431330 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -8434760.000000 Penalty: 3615.245117
	Iteration 8F: 3 clusters Score -8434760 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -8436956.000000 Penalty: 3615.245117
	Iteration 9Q: 3 clusters Score -8436956 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -8438182.000000 Penalty: 3615.245117
	Iteration 10Q: 3 clusters Score -8438182 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -8439018.000000 Penalty: 3615.245117
	Iteration 11Q: 3 clusters Score -8439018 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -8439605.000000 Penalty: 3615.245117
	Iteration 12Q: 3 clusters Score -8439605 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -8440134.000000 Penalty: 3615.245117
	Iteration 13Q: 3 clusters Score -8440134 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -8440555.000000 Penalty: 3615.245117
	Iteration 14Q: 3 clusters Score -8440555 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -8440912.000000 Penalty: 3615.245117
	Iteration 15Q: 3 clusters Score -8440912 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64609 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -8441191.000000 Penalty: 3615.245117
	Iteration 16Q: 3 clusters Score -8441191 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -8441382.000000 Penalty: 3615.245117
	Iteration 17Q: 3 clusters Score -8441382 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -8441551.000000 Penalty: 3615.245117
	Iteration 18Q: 3 clusters Score -8441551 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8441700.000000 Penalty: 3615.245117
	Iteration 19Q: 3 clusters Score -8441700 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8441806.000000 Penalty: 3615.245117
	Iteration 20F: 3 clusters Score -8441806 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8441877.000000 Penalty: 3615.245117
	Iteration 21Q: 3 clusters Score -8441877 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66347 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8441942.000000 Penalty: 3615.245117
	Iteration 22Q: 3 clusters Score -8441942 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8441998.000000 Penalty: 3615.245117
	Iteration 23Q: 3 clusters Score -8441998 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8442051.000000 Penalty: 3615.245117
	Iteration 24Q: 3 clusters Score -8442051 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8442081.000000 Penalty: 3615.245117
	Iteration 25Q: 3 clusters Score -8442081 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8442118.000000 Penalty: 3615.245117
	Iteration 26Q: 3 clusters Score -8442118 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8442149.000000 Penalty: 3615.245117
	Iteration 27Q: 3 clusters Score -8442149 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8442165.000000 Penalty: 3615.245117
	Iteration 28Q: 3 clusters Score -8442165 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8442189.000000 Penalty: 3615.245117
	Iteration 29Q: 3 clusters Score -8442189 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8442201.000000 Penalty: 3615.245117
	Iteration 30Q: 3 clusters Score -8442201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8442214.000000 Penalty: 3615.245117
	Iteration 31Q: 3 clusters Score -8442214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66963 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8442212.000000 Penalty: 3615.245117
	Iteration 32Q: 3 clusters Score -8442212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8442216.000000 Penalty: 3615.245117
	Iteration 33Q: 3 clusters Score -8442216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8442212.000000 Penalty: 3615.245117
	Iteration 34Q: 3 clusters Score -8442212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8442223.000000 Penalty: 3615.245117
	Iteration 35Q: 3 clusters Score -8442223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8442227.000000 Penalty: 3615.245117
	Iteration 36Q: 3 clusters Score -8442227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8442224.000000 Penalty: 3615.245117
	Iteration 37Q: 3 clusters Score -8442224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8442219.000000 Penalty: 3615.245117
	Iteration 38Q: 3 clusters Score -8442219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8442220.000000 Penalty: 3615.245117
	Iteration 39Q: 3 clusters Score -8442220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67030 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8442231.000000 Penalty: 3615.245117
	Iteration 40F: 3 clusters Score -8442231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8442237.000000 Penalty: 3615.245117
	Iteration 41Q: 3 clusters Score -8442237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8442234.000000 Penalty: 3615.245117
	Iteration 42Q: 3 clusters Score -8442234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8442238.000000 Penalty: 3615.245117
	Iteration 43Q: 3 clusters Score -8442238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8442237.000000 Penalty: 3615.245117
	Iteration 44Q: 3 clusters Score -8442237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8442239.000000 Penalty: 3615.245117
	Iteration 45Q: 3 clusters Score -8442239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8442241.000000 Penalty: 3615.245117
	Iteration 46Q: 3 clusters Score -8442241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67056 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8442243.000000 Penalty: 3615.245117
	Iteration 47Q: 3 clusters Score -8442243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8442243.000000 Penalty: 3615.245117
	Iteration 48Q: 3 clusters Score -8442243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8442242.000000 Penalty: 3615.245117
	Iteration 49Q: 3 clusters Score -8442242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67064 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8442246.000000 Penalty: 3615.245117
	Iteration 50Q: 3 clusters Score -8442246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8442242.000000 Penalty: 3615.245117
	Iteration 51Q: 3 clusters Score -8442242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8442241.000000 Penalty: 3615.245117
	Iteration 52Q: 3 clusters Score -8442241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8442242.000000 Penalty: 3615.245117
	Iteration 53Q: 3 clusters Score -8442242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8442244.000000 Penalty: 3615.245117
	Iteration 54Q: 3 clusters Score -8442244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67071 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8442246.000000 Penalty: 3615.245117
	Iteration 55Q: 3 clusters Score -8442246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8442247.000000 Penalty: 3615.245117
	Iteration 56Q: 3 clusters Score -8442247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8442243.000000 Penalty: 3615.245117
	Iteration 57Q: 3 clusters Score -8442243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8442243.000000 Penalty: 3615.245117
	Iteration 58F: 3 clusters Score -8442243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (71281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Entering Unmasked Estep 
Score: -8829983.000000 Penalty: 1815.837524
	Iteration 0F: 2 clusters Score -8829983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -8783315.000000 Penalty: 3631.675049
	Iteration 0F: 3 clusters Score -8783315 nChanged 33971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -8802602.000000 Penalty: 3631.675049
	Iteration 1F: 3 clusters Score -8802602 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -8803139.000000 Penalty: 3631.675049
	Iteration 2Q: 3 clusters Score -8803139 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -8803949.000000 Penalty: 3631.675049
	Iteration 3Q: 3 clusters Score -8803949 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -8805105.000000 Penalty: 3631.675049
	Iteration 4Q: 3 clusters Score -8805105 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -8807153.000000 Penalty: 3631.675049
	Iteration 5F: 3 clusters Score -8807153 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -8810531.000000 Penalty: 3631.675049
	Iteration 6F: 3 clusters Score -8810531 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -8815378.000000 Penalty: 3631.675049
	Iteration 7F: 3 clusters Score -8815378 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -8821086.000000 Penalty: 3631.675049
	Iteration 8F: 3 clusters Score -8821086 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -8825376.000000 Penalty: 3631.675049
	Iteration 9F: 3 clusters Score -8825376 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -8826822.000000 Penalty: 3631.675049
	Iteration 10Q: 3 clusters Score -8826822 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -8827286.000000 Penalty: 3631.675049
	Iteration 11Q: 3 clusters Score -8827286 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -8827476.000000 Penalty: 3631.675049
	Iteration 12Q: 3 clusters Score -8827476 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -8827628.000000 Penalty: 3631.675049
	Iteration 13Q: 3 clusters Score -8827628 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58966 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -8827772.000000 Penalty: 3631.675049
	Iteration 14Q: 3 clusters Score -8827772 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -8827871.000000 Penalty: 3631.675049
	Iteration 15Q: 3 clusters Score -8827871 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -8827929.000000 Penalty: 3631.675049
	Iteration 16Q: 3 clusters Score -8827929 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -8828052.000000 Penalty: 3631.675049
	Iteration 17Q: 3 clusters Score -8828052 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -8828163.000000 Penalty: 3631.675049
	Iteration 18Q: 3 clusters Score -8828163 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -8828230.000000 Penalty: 3631.675049
	Iteration 19Q: 3 clusters Score -8828230 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -8828317.000000 Penalty: 3631.675049
	Iteration 20F: 3 clusters Score -8828317 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -8828404.000000 Penalty: 3631.675049
	Iteration 21Q: 3 clusters Score -8828404 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -8828452.000000 Penalty: 3631.675049
	Iteration 22Q: 3 clusters Score -8828452 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62982 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -8828520.000000 Penalty: 3631.675049
	Iteration 23Q: 3 clusters Score -8828520 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63336 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -8828593.000000 Penalty: 3631.675049
	Iteration 24Q: 3 clusters Score -8828593 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -8828644.000000 Penalty: 3631.675049
	Iteration 25Q: 3 clusters Score -8828644 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -8828663.000000 Penalty: 3631.675049
	Iteration 26Q: 3 clusters Score -8828663 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -8828731.000000 Penalty: 3631.675049
	Iteration 27Q: 3 clusters Score -8828731 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -8828749.000000 Penalty: 3631.675049
	Iteration 28Q: 3 clusters Score -8828749 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64843 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -8828771.000000 Penalty: 3631.675049
	Iteration 29Q: 3 clusters Score -8828771 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65083 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -8828806.000000 Penalty: 3631.675049
	Iteration 30Q: 3 clusters Score -8828806 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -8828809.000000 Penalty: 3631.675049
	Iteration 31Q: 3 clusters Score -8828809 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65473 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -8828831.000000 Penalty: 3631.675049
	Iteration 32Q: 3 clusters Score -8828831 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -8828880.000000 Penalty: 3631.675049
	Iteration 33Q: 3 clusters Score -8828880 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65883 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -8828890.000000 Penalty: 3631.675049
	Iteration 34Q: 3 clusters Score -8828890 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66075 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -8828944.000000 Penalty: 3631.675049
	Iteration 35Q: 3 clusters Score -8828944 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -8828946.000000 Penalty: 3631.675049
	Iteration 36Q: 3 clusters Score -8828946 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66426 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -8828962.000000 Penalty: 3631.675049
	Iteration 37Q: 3 clusters Score -8828962 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -8828985.000000 Penalty: 3631.675049
	Iteration 38Q: 3 clusters Score -8828985 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66700 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -8828986.000000 Penalty: 3631.675049
	Iteration 39Q: 3 clusters Score -8828986 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66824 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -8829025.000000 Penalty: 3631.675049
	Iteration 40F: 3 clusters Score -8829025 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -8829042.000000 Penalty: 3631.675049
	Iteration 41Q: 3 clusters Score -8829042 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67067 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -8829057.000000 Penalty: 3631.675049
	Iteration 42Q: 3 clusters Score -8829057 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67206 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -8829081.000000 Penalty: 3631.675049
	Iteration 43Q: 3 clusters Score -8829081 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -8829102.000000 Penalty: 3631.675049
	Iteration 44Q: 3 clusters Score -8829102 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67477 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -8829103.000000 Penalty: 3631.675049
	Iteration 45Q: 3 clusters Score -8829103 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67586 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -8829112.000000 Penalty: 3631.675049
	Iteration 46Q: 3 clusters Score -8829112 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -8829135.000000 Penalty: 3631.675049
	Iteration 47Q: 3 clusters Score -8829135 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -8829134.000000 Penalty: 3631.675049
	Iteration 48Q: 3 clusters Score -8829134 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -8829140.000000 Penalty: 3631.675049
	Iteration 49Q: 3 clusters Score -8829140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67908 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -8829143.000000 Penalty: 3631.675049
	Iteration 50Q: 3 clusters Score -8829143 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -8829135.000000 Penalty: 3631.675049
	Iteration 51Q: 3 clusters Score -8829135 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -8829145.000000 Penalty: 3631.675049
	Iteration 52Q: 3 clusters Score -8829145 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68058 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -8829177.000000 Penalty: 3631.675049
	Iteration 53Q: 3 clusters Score -8829177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -8829167.000000 Penalty: 3631.675049
	Iteration 54Q: 3 clusters Score -8829167 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68165 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -8829165.000000 Penalty: 3631.675049
	Iteration 55Q: 3 clusters Score -8829165 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68220 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -8829163.000000 Penalty: 3631.675049
	Iteration 56Q: 3 clusters Score -8829163 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68282 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -8829177.000000 Penalty: 3631.675049
	Iteration 57Q: 3 clusters Score -8829177 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68346 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -8829181.000000 Penalty: 3631.675049
	Iteration 58Q: 3 clusters Score -8829181 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -8829202.000000 Penalty: 3631.675049
	Iteration 59Q: 3 clusters Score -8829202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -8829207.000000 Penalty: 3631.675049
	Iteration 60F: 3 clusters Score -8829207 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -8829237.000000 Penalty: 3631.675049
	Iteration 61Q: 3 clusters Score -8829237 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68633 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8829223.000000 Penalty: 3631.675049
	Iteration 62Q: 3 clusters Score -8829223 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -8829225.000000 Penalty: 3631.675049
	Iteration 63Q: 3 clusters Score -8829225 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -8829221.000000 Penalty: 3631.675049
	Iteration 64Q: 3 clusters Score -8829221 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -8829248.000000 Penalty: 3631.675049
	Iteration 65Q: 3 clusters Score -8829248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68897 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -8829266.000000 Penalty: 3631.675049
	Iteration 66Q: 3 clusters Score -8829266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -8829257.000000 Penalty: 3631.675049
	Iteration 67Q: 3 clusters Score -8829257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68977 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -8829247.000000 Penalty: 3631.675049
	Iteration 68Q: 3 clusters Score -8829247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8829250.000000 Penalty: 3631.675049
	Iteration 69Q: 3 clusters Score -8829250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -8829241.000000 Penalty: 3631.675049
	Iteration 70Q: 3 clusters Score -8829241 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -8829235.000000 Penalty: 3631.675049
	Iteration 71Q: 3 clusters Score -8829235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69115 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -8829234.000000 Penalty: 3631.675049
	Iteration 72Q: 3 clusters Score -8829234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69143 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -8829244.000000 Penalty: 3631.675049
	Iteration 73Q: 3 clusters Score -8829244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8829238.000000 Penalty: 3631.675049
	Iteration 74Q: 3 clusters Score -8829238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -8829248.000000 Penalty: 3631.675049
	Iteration 75Q: 3 clusters Score -8829248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -8829242.000000 Penalty: 3631.675049
	Iteration 76Q: 3 clusters Score -8829242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69209 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8829242.000000 Penalty: 3631.675049
	Iteration 77Q: 3 clusters Score -8829242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8829241.000000 Penalty: 3631.675049
	Iteration 78Q: 3 clusters Score -8829241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69216 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -8829237.000000 Penalty: 3631.675049
	Iteration 79Q: 3 clusters Score -8829237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69217 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8829234.000000 Penalty: 3631.675049
	Iteration 80F: 3 clusters Score -8829234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8829234.000000 Penalty: 3631.675049
	Iteration 81Q: 3 clusters Score -8829234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8829234.000000 Penalty: 3631.675049
	Iteration 82F: 3 clusters Score -8829234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76712 members 
Entering Unmasked Estep 
Score: -9532869.000000 Penalty: 1827.769653
	Iteration 0F: 2 clusters Score -9532869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -9483348.000000 Penalty: 3655.539307
	Iteration 0F: 3 clusters Score -9483348 nChanged 36482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -9504559.000000 Penalty: 3655.539307
	Iteration 1F: 3 clusters Score -9504559 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -9505286.000000 Penalty: 3655.539307
	Iteration 2Q: 3 clusters Score -9505286 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -9506213.000000 Penalty: 3655.539307
	Iteration 3Q: 3 clusters Score -9506213 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -9507603.000000 Penalty: 3655.539307
	Iteration 4Q: 3 clusters Score -9507603 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -9509831.000000 Penalty: 3655.539307
	Iteration 5F: 3 clusters Score -9509831 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -9513091.000000 Penalty: 3655.539307
	Iteration 6F: 3 clusters Score -9513091 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -9517507.000000 Penalty: 3655.539307
	Iteration 7F: 3 clusters Score -9517507 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -9522279.000000 Penalty: 3655.539307
	Iteration 8F: 3 clusters Score -9522279 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69002 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -9526066.000000 Penalty: 3655.539307
	Iteration 9F: 3 clusters Score -9526066 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71512 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -9528407.000000 Penalty: 3655.539307
	Iteration 10Q: 3 clusters Score -9528407 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -9529626.000000 Penalty: 3655.539307
	Iteration 11Q: 3 clusters Score -9529626 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -9530278.000000 Penalty: 3655.539307
	Iteration 12Q: 3 clusters Score -9530278 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -9530671.000000 Penalty: 3655.539307
	Iteration 13Q: 3 clusters Score -9530671 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74596 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -9530887.000000 Penalty: 3655.539307
	Iteration 14Q: 3 clusters Score -9530887 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74831 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -9531013.000000 Penalty: 3655.539307
	Iteration 15Q: 3 clusters Score -9531013 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75008 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9531094.000000 Penalty: 3655.539307
	Iteration 16Q: 3 clusters Score -9531094 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75161 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9531168.000000 Penalty: 3655.539307
	Iteration 17Q: 3 clusters Score -9531168 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -9531254.000000 Penalty: 3655.539307
	Iteration 18Q: 3 clusters Score -9531254 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75393 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9531288.000000 Penalty: 3655.539307
	Iteration 19Q: 3 clusters Score -9531288 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75487 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9531342.000000 Penalty: 3655.539307
	Iteration 20F: 3 clusters Score -9531342 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75543 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -9531351.000000 Penalty: 3655.539307
	Iteration 21Q: 3 clusters Score -9531351 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9531366.000000 Penalty: 3655.539307
	Iteration 22Q: 3 clusters Score -9531366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9531375.000000 Penalty: 3655.539307
	Iteration 23Q: 3 clusters Score -9531375 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75665 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -9531399.000000 Penalty: 3655.539307
	Iteration 24Q: 3 clusters Score -9531399 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -9531413.000000 Penalty: 3655.539307
	Iteration 25Q: 3 clusters Score -9531413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75728 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9531430.000000 Penalty: 3655.539307
	Iteration 26Q: 3 clusters Score -9531430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75760 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -9531430.000000 Penalty: 3655.539307
	Iteration 27Q: 3 clusters Score -9531430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75785 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9531431.000000 Penalty: 3655.539307
	Iteration 28Q: 3 clusters Score -9531431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -9531432.000000 Penalty: 3655.539307
	Iteration 29Q: 3 clusters Score -9531432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -9531443.000000 Penalty: 3655.539307
	Iteration 30Q: 3 clusters Score -9531443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75849 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9531457.000000 Penalty: 3655.539307
	Iteration 31Q: 3 clusters Score -9531457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75865 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -9531468.000000 Penalty: 3655.539307
	Iteration 32Q: 3 clusters Score -9531468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75880 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9531478.000000 Penalty: 3655.539307
	Iteration 33Q: 3 clusters Score -9531478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9531473.000000 Penalty: 3655.539307
	Iteration 34Q: 3 clusters Score -9531473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75905 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9531492.000000 Penalty: 3655.539307
	Iteration 35Q: 3 clusters Score -9531492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9531492.000000 Penalty: 3655.539307
	Iteration 36Q: 3 clusters Score -9531492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9531489.000000 Penalty: 3655.539307
	Iteration 37Q: 3 clusters Score -9531489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75917 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9531496.000000 Penalty: 3655.539307
	Iteration 38Q: 3 clusters Score -9531496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9531490.000000 Penalty: 3655.539307
	Iteration 39Q: 3 clusters Score -9531490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9531495.000000 Penalty: 3655.539307
	Iteration 40F: 3 clusters Score -9531495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9531496.000000 Penalty: 3655.539307
	Iteration 41Q: 3 clusters Score -9531496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9531498.000000 Penalty: 3655.539307
	Iteration 42Q: 3 clusters Score -9531498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9531497.000000 Penalty: 3655.539307
	Iteration 43Q: 3 clusters Score -9531497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9531498.000000 Penalty: 3655.539307
	Iteration 44Q: 3 clusters Score -9531498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9531497.000000 Penalty: 3655.539307
	Iteration 45Q: 3 clusters Score -9531497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9531500.000000 Penalty: 3655.539307
	Iteration 46Q: 3 clusters Score -9531500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9531500.000000 Penalty: 3655.539307
	Iteration 47F: 3 clusters Score -9531500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Entering Unmasked Estep 
Score: -5279335.500000 Penalty: 1731.628662
	Iteration 0F: 2 clusters Score -5279336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -5251018.500000 Penalty: 3463.257324
	Iteration 0F: 3 clusters Score -5251018 nChanged 19822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -5261835.500000 Penalty: 3463.257324
	Iteration 1F: 3 clusters Score -5261836 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -5262349.500000 Penalty: 3463.257324
	Iteration 2Q: 3 clusters Score -5262350 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -5262875.500000 Penalty: 3463.257324
	Iteration 3Q: 3 clusters Score -5262876 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -5263641.500000 Penalty: 3463.257324
	Iteration 4Q: 3 clusters Score -5263642 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -5265001.000000 Penalty: 3463.257324
	Iteration 5F: 3 clusters Score -5265001 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -5267130.000000 Penalty: 3463.257324
	Iteration 6F: 3 clusters Score -5267130 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -5270101.000000 Penalty: 3463.257324
	Iteration 7F: 3 clusters Score -5270101 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -5273421.000000 Penalty: 3463.257324
	Iteration 8F: 3 clusters Score -5273421 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5275594.500000 Penalty: 3463.257324
	Iteration 9F: 3 clusters Score -5275594 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5276652.500000 Penalty: 3463.257324
	Iteration 10Q: 3 clusters Score -5276652 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5277224.000000 Penalty: 3463.257324
	Iteration 11Q: 3 clusters Score -5277224 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5277504.000000 Penalty: 3463.257324
	Iteration 12Q: 3 clusters Score -5277504 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5277642.500000 Penalty: 3463.257324
	Iteration 13Q: 3 clusters Score -5277642 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5277711.000000 Penalty: 3463.257324
	Iteration 14Q: 3 clusters Score -5277711 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5277758.500000 Penalty: 3463.257324
	Iteration 15Q: 3 clusters Score -5277758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5277791.000000 Penalty: 3463.257324
	Iteration 16Q: 3 clusters Score -5277791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5277822.500000 Penalty: 3463.257324
	Iteration 17Q: 3 clusters Score -5277822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5277843.000000 Penalty: 3463.257324
	Iteration 18Q: 3 clusters Score -5277843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5277855.000000 Penalty: 3463.257324
	Iteration 19Q: 3 clusters Score -5277855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5277867.000000 Penalty: 3463.257324
	Iteration 20F: 3 clusters Score -5277867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5277882.000000 Penalty: 3463.257324
	Iteration 21Q: 3 clusters Score -5277882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5277897.000000 Penalty: 3463.257324
	Iteration 22Q: 3 clusters Score -5277897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5277898.000000 Penalty: 3463.257324
	Iteration 23Q: 3 clusters Score -5277898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5277906.500000 Penalty: 3463.257324
	Iteration 24Q: 3 clusters Score -5277906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5277902.000000 Penalty: 3463.257324
	Iteration 25Q: 3 clusters Score -5277902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5277902.000000 Penalty: 3463.257324
	Iteration 26F: 3 clusters Score -5277902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Entering Unmasked Estep 
Score: -4884909.500000 Penalty: 1719.113159
	Iteration 0F: 2 clusters Score -4884910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -4858562.500000 Penalty: 3438.226318
	Iteration 0F: 3 clusters Score -4858562 nChanged 18375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -4869044.000000 Penalty: 3438.226318
	Iteration 1F: 3 clusters Score -4869044 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -4869657.000000 Penalty: 3438.226318
	Iteration 2Q: 3 clusters Score -4869657 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -4870475.000000 Penalty: 3438.226318
	Iteration 3Q: 3 clusters Score -4870475 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -4871652.500000 Penalty: 3438.226318
	Iteration 4F: 3 clusters Score -4871652 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -4873394.000000 Penalty: 3438.226318
	Iteration 5F: 3 clusters Score -4873394 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -4875723.000000 Penalty: 3438.226318
	Iteration 6F: 3 clusters Score -4875723 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -4878119.500000 Penalty: 3438.226318
	Iteration 7F: 3 clusters Score -4878120 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -4880141.000000 Penalty: 3438.226318
	Iteration 8F: 3 clusters Score -4880141 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4881564.000000 Penalty: 3438.226318
	Iteration 9Q: 3 clusters Score -4881564 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4882381.000000 Penalty: 3438.226318
	Iteration 10Q: 3 clusters Score -4882381 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4882819.000000 Penalty: 3438.226318
	Iteration 11Q: 3 clusters Score -4882819 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4883062.000000 Penalty: 3438.226318
	Iteration 12Q: 3 clusters Score -4883062 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4883184.500000 Penalty: 3438.226318
	Iteration 13Q: 3 clusters Score -4883184 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4883282.500000 Penalty: 3438.226318
	Iteration 14Q: 3 clusters Score -4883282 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4883334.000000 Penalty: 3438.226318
	Iteration 15Q: 3 clusters Score -4883334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4883372.000000 Penalty: 3438.226318
	Iteration 16Q: 3 clusters Score -4883372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4883389.500000 Penalty: 3438.226318
	Iteration 17Q: 3 clusters Score -4883390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4883395.500000 Penalty: 3438.226318
	Iteration 18Q: 3 clusters Score -4883396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4883403.500000 Penalty: 3438.226318
	Iteration 19Q: 3 clusters Score -4883404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4883417.000000 Penalty: 3438.226318
	Iteration 20F: 3 clusters Score -4883417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4883421.000000 Penalty: 3438.226318
	Iteration 21Q: 3 clusters Score -4883421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4883421.000000 Penalty: 3438.226318
	Iteration 22Q: 3 clusters Score -4883421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4883424.500000 Penalty: 3438.226318
	Iteration 23Q: 3 clusters Score -4883424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4883424.500000 Penalty: 3438.226318
	Iteration 24F: 3 clusters Score -4883424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -84779.328125 Penalty: 1063.619263
	Iteration 0F: 2 clusters Score -84779.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83537.203125 Penalty: 2127.238525
	Iteration 0F: 3 clusters Score -83537.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -83744.265625 Penalty: 2127.238525
	Iteration 1F: 3 clusters Score -83744.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83783.320312 Penalty: 2127.238525
	Iteration 2F: 3 clusters Score -83783.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83798.835938 Penalty: 2127.238525
	Iteration 3Q: 3 clusters Score -83798.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83806.718750 Penalty: 2127.238525
	Iteration 4Q: 3 clusters Score -83806.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83811.656250 Penalty: 2127.238525
	Iteration 5Q: 3 clusters Score -83811.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83815.085938 Penalty: 2127.238525
	Iteration 6Q: 3 clusters Score -83815.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83816.437500 Penalty: 2127.238525
	Iteration 7Q: 3 clusters Score -83816.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83816.437500 Penalty: 2127.238525
	Iteration 8F: 3 clusters Score -83816.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (71486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71486 members 
Entering Unmasked Estep 
Score: -8836240.000000 Penalty: 1816.304199
	Iteration 0F: 2 clusters Score -8836240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -8789522.000000 Penalty: 3632.608398
	Iteration 0F: 3 clusters Score -8789522 nChanged 33879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -8808662.000000 Penalty: 3632.608398
	Iteration 1F: 3 clusters Score -8808662 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -8809074.000000 Penalty: 3632.608398
	Iteration 2Q: 3 clusters Score -8809074 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -8809637.000000 Penalty: 3632.608398
	Iteration 3Q: 3 clusters Score -8809637 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -8810328.000000 Penalty: 3632.608398
	Iteration 4Q: 3 clusters Score -8810328 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -8811576.000000 Penalty: 3632.608398
	Iteration 5Q: 3 clusters Score -8811576 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -8813499.000000 Penalty: 3632.608398
	Iteration 6Q: 3 clusters Score -8813499 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -8816609.000000 Penalty: 3632.608398
	Iteration 7F: 3 clusters Score -8816609 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -8820682.000000 Penalty: 3632.608398
	Iteration 8F: 3 clusters Score -8820682 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -8824379.000000 Penalty: 3632.608398
	Iteration 9F: 3 clusters Score -8824379 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -8826584.000000 Penalty: 3632.608398
	Iteration 10F: 3 clusters Score -8826584 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -8827571.000000 Penalty: 3632.608398
	Iteration 11Q: 3 clusters Score -8827571 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -8828189.000000 Penalty: 3632.608398
	Iteration 12Q: 3 clusters Score -8828189 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -8828723.000000 Penalty: 3632.608398
	Iteration 13Q: 3 clusters Score -8828723 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -8829229.000000 Penalty: 3632.608398
	Iteration 14Q: 3 clusters Score -8829229 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -8829663.000000 Penalty: 3632.608398
	Iteration 15Q: 3 clusters Score -8829663 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -8830169.000000 Penalty: 3632.608398
	Iteration 16Q: 3 clusters Score -8830169 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -8830710.000000 Penalty: 3632.608398
	Iteration 17Q: 3 clusters Score -8830710 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61969 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -8831260.000000 Penalty: 3632.608398
	Iteration 18Q: 3 clusters Score -8831260 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63371 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -8831779.000000 Penalty: 3632.608398
	Iteration 19Q: 3 clusters Score -8831779 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -8832315.000000 Penalty: 3632.608398
	Iteration 20F: 3 clusters Score -8832315 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -8832819.000000 Penalty: 3632.608398
	Iteration 21Q: 3 clusters Score -8832819 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66738 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -8833219.000000 Penalty: 3632.608398
	Iteration 22Q: 3 clusters Score -8833219 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -8833595.000000 Penalty: 3632.608398
	Iteration 23Q: 3 clusters Score -8833595 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68255 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -8833880.000000 Penalty: 3632.608398
	Iteration 24Q: 3 clusters Score -8833880 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8834130.000000 Penalty: 3632.608398
	Iteration 25Q: 3 clusters Score -8834130 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8834291.000000 Penalty: 3632.608398
	Iteration 26Q: 3 clusters Score -8834291 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69568 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8834439.000000 Penalty: 3632.608398
	Iteration 27Q: 3 clusters Score -8834439 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69819 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8834496.000000 Penalty: 3632.608398
	Iteration 28Q: 3 clusters Score -8834496 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70029 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -8834559.000000 Penalty: 3632.608398
	Iteration 29Q: 3 clusters Score -8834559 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8834619.000000 Penalty: 3632.608398
	Iteration 30Q: 3 clusters Score -8834619 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8834657.000000 Penalty: 3632.608398
	Iteration 31Q: 3 clusters Score -8834657 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8834663.000000 Penalty: 3632.608398
	Iteration 32Q: 3 clusters Score -8834663 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70511 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8834663.000000 Penalty: 3632.608398
	Iteration 33Q: 3 clusters Score -8834663 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70581 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8834671.000000 Penalty: 3632.608398
	Iteration 34Q: 3 clusters Score -8834671 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8834694.000000 Penalty: 3632.608398
	Iteration 35Q: 3 clusters Score -8834694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8834726.000000 Penalty: 3632.608398
	Iteration 36Q: 3 clusters Score -8834726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8834749.000000 Penalty: 3632.608398
	Iteration 37Q: 3 clusters Score -8834749 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70783 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8834766.000000 Penalty: 3632.608398
	Iteration 38Q: 3 clusters Score -8834766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70808 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8834771.000000 Penalty: 3632.608398
	Iteration 39Q: 3 clusters Score -8834771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70833 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8834773.000000 Penalty: 3632.608398
	Iteration 40F: 3 clusters Score -8834773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70855 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8834784.000000 Penalty: 3632.608398
	Iteration 41Q: 3 clusters Score -8834784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70876 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8834790.000000 Penalty: 3632.608398
	Iteration 42Q: 3 clusters Score -8834790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8834799.000000 Penalty: 3632.608398
	Iteration 43Q: 3 clusters Score -8834799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8834806.000000 Penalty: 3632.608398
	Iteration 44Q: 3 clusters Score -8834806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8834802.000000 Penalty: 3632.608398
	Iteration 45Q: 3 clusters Score -8834802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8834810.000000 Penalty: 3632.608398
	Iteration 46Q: 3 clusters Score -8834810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70940 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8834803.000000 Penalty: 3632.608398
	Iteration 47Q: 3 clusters Score -8834803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70945 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8834814.000000 Penalty: 3632.608398
	Iteration 48Q: 3 clusters Score -8834814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70951 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8834806.000000 Penalty: 3632.608398
	Iteration 49Q: 3 clusters Score -8834806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70962 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8834817.000000 Penalty: 3632.608398
	Iteration 50Q: 3 clusters Score -8834817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70967 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8834821.000000 Penalty: 3632.608398
	Iteration 51Q: 3 clusters Score -8834821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70969 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8834822.000000 Penalty: 3632.608398
	Iteration 52Q: 3 clusters Score -8834822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70975 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8834827.000000 Penalty: 3632.608398
	Iteration 53Q: 3 clusters Score -8834827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70979 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8834818.000000 Penalty: 3632.608398
	Iteration 54Q: 3 clusters Score -8834818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70980 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8834824.000000 Penalty: 3632.608398
	Iteration 55Q: 3 clusters Score -8834824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70983 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8834821.000000 Penalty: 3632.608398
	Iteration 56Q: 3 clusters Score -8834821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70984 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8834821.000000 Penalty: 3632.608398
	Iteration 57Q: 3 clusters Score -8834821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70985 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8834820.000000 Penalty: 3632.608398
	Iteration 58Q: 3 clusters Score -8834820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70985 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8834820.000000 Penalty: 3632.608398
	Iteration 59F: 3 clusters Score -8834820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Entering Unmasked Estep 
Score: -5739640.500000 Penalty: 1744.798706
	Iteration 0F: 2 clusters Score -5739640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -5708868.000000 Penalty: 3489.597412
	Iteration 0F: 3 clusters Score -5708868 nChanged 21582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -5720855.500000 Penalty: 3489.597412
	Iteration 1F: 3 clusters Score -5720856 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -5721289.500000 Penalty: 3489.597412
	Iteration 2Q: 3 clusters Score -5721290 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -5721834.000000 Penalty: 3489.597412
	Iteration 3Q: 3 clusters Score -5721834 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -5722649.000000 Penalty: 3489.597412
	Iteration 4Q: 3 clusters Score -5722649 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -5724001.000000 Penalty: 3489.597412
	Iteration 5F: 3 clusters Score -5724001 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -5726341.500000 Penalty: 3489.597412
	Iteration 6F: 3 clusters Score -5726342 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -5729861.500000 Penalty: 3489.597412
	Iteration 7F: 3 clusters Score -5729862 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -5733754.000000 Penalty: 3489.597412
	Iteration 8F: 3 clusters Score -5733754 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5736438.000000 Penalty: 3489.597412
	Iteration 9F: 3 clusters Score -5736438 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5737529.500000 Penalty: 3489.597412
	Iteration 10Q: 3 clusters Score -5737530 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5737903.000000 Penalty: 3489.597412
	Iteration 11Q: 3 clusters Score -5737903 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5738017.000000 Penalty: 3489.597412
	Iteration 12Q: 3 clusters Score -5738017 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5738071.500000 Penalty: 3489.597412
	Iteration 13Q: 3 clusters Score -5738072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5738109.500000 Penalty: 3489.597412
	Iteration 14Q: 3 clusters Score -5738110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5738132.500000 Penalty: 3489.597412
	Iteration 15Q: 3 clusters Score -5738132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5738147.000000 Penalty: 3489.597412
	Iteration 16Q: 3 clusters Score -5738147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5738144.000000 Penalty: 3489.597412
	Iteration 17Q: 3 clusters Score -5738144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5738151.000000 Penalty: 3489.597412
	Iteration 18Q: 3 clusters Score -5738151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5738154.500000 Penalty: 3489.597412
	Iteration 19Q: 3 clusters Score -5738154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5738153.500000 Penalty: 3489.597412
	Iteration 20F: 3 clusters Score -5738154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56095.136719 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56095.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55157.074219 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55157.07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -55273.753906 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55273.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55307.621094 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55307.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55319.425781 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55319.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55324.378906 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55324.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55332.902344 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55343.035156 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -55343.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55345.539062 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -55345.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55345.539062 Penalty: 1890.561035
	Iteration 8F: 3 clusters Score -55345.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Entering Unmasked Estep 
Score: -6173501.500000 Penalty: 1756.685791
	Iteration 0F: 2 clusters Score -6173502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -6140481.000000 Penalty: 3513.371582
	Iteration 0F: 3 clusters Score -6140481 nChanged 23064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -6153372.500000 Penalty: 3513.371582
	Iteration 1F: 3 clusters Score -6153372 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -6153792.000000 Penalty: 3513.371582
	Iteration 2Q: 3 clusters Score -6153792 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -6154258.000000 Penalty: 3513.371582
	Iteration 3Q: 3 clusters Score -6154258 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -6154815.000000 Penalty: 3513.371582
	Iteration 4Q: 3 clusters Score -6154815 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -6155416.000000 Penalty: 3513.371582
	Iteration 5Q: 3 clusters Score -6155416 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -6156209.500000 Penalty: 3513.371582
	Iteration 6Q: 3 clusters Score -6156210 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -6157190.000000 Penalty: 3513.371582
	Iteration 7Q: 3 clusters Score -6157190 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -6158417.000000 Penalty: 3513.371582
	Iteration 8Q: 3 clusters Score -6158417 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -6160105.000000 Penalty: 3513.371582
	Iteration 9F: 3 clusters Score -6160105 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -6162191.500000 Penalty: 3513.371582
	Iteration 10F: 3 clusters Score -6162192 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -6164056.000000 Penalty: 3513.371582
	Iteration 11F: 3 clusters Score -6164056 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -6165051.000000 Penalty: 3513.371582
	Iteration 12Q: 3 clusters Score -6165051 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -6165589.000000 Penalty: 3513.371582
	Iteration 13Q: 3 clusters Score -6165589 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -6165924.500000 Penalty: 3513.371582
	Iteration 14Q: 3 clusters Score -6165924 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -6166198.500000 Penalty: 3513.371582
	Iteration 15Q: 3 clusters Score -6166198 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -6166488.000000 Penalty: 3513.371582
	Iteration 16Q: 3 clusters Score -6166488 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -6166777.000000 Penalty: 3513.371582
	Iteration 17Q: 3 clusters Score -6166777 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -6167103.000000 Penalty: 3513.371582
	Iteration 18Q: 3 clusters Score -6167103 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -6167379.000000 Penalty: 3513.371582
	Iteration 19Q: 3 clusters Score -6167379 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -6167665.000000 Penalty: 3513.371582
	Iteration 20F: 3 clusters Score -6167665 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -6167949.500000 Penalty: 3513.371582
	Iteration 21Q: 3 clusters Score -6167950 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -6168241.000000 Penalty: 3513.371582
	Iteration 22Q: 3 clusters Score -6168241 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -6168505.500000 Penalty: 3513.371582
	Iteration 23Q: 3 clusters Score -6168506 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -6168714.500000 Penalty: 3513.371582
	Iteration 24Q: 3 clusters Score -6168714 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -6168895.500000 Penalty: 3513.371582
	Iteration 25Q: 3 clusters Score -6168896 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -6169050.500000 Penalty: 3513.371582
	Iteration 26Q: 3 clusters Score -6169050 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -6169195.500000 Penalty: 3513.371582
	Iteration 27Q: 3 clusters Score -6169196 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -6169319.500000 Penalty: 3513.371582
	Iteration 28Q: 3 clusters Score -6169320 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -6169413.000000 Penalty: 3513.371582
	Iteration 29Q: 3 clusters Score -6169413 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -6169539.500000 Penalty: 3513.371582
	Iteration 30Q: 3 clusters Score -6169540 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -6169638.500000 Penalty: 3513.371582
	Iteration 31Q: 3 clusters Score -6169638 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -6169739.000000 Penalty: 3513.371582
	Iteration 32Q: 3 clusters Score -6169739 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -6169829.000000 Penalty: 3513.371582
	Iteration 33Q: 3 clusters Score -6169829 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -6169899.000000 Penalty: 3513.371582
	Iteration 34Q: 3 clusters Score -6169899 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -6170011.500000 Penalty: 3513.371582
	Iteration 35Q: 3 clusters Score -6170012 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -6170133.500000 Penalty: 3513.371582
	Iteration 36Q: 3 clusters Score -6170134 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -6170253.000000 Penalty: 3513.371582
	Iteration 37Q: 3 clusters Score -6170253 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -6170376.000000 Penalty: 3513.371582
	Iteration 38Q: 3 clusters Score -6170376 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -6170487.500000 Penalty: 3513.371582
	Iteration 39Q: 3 clusters Score -6170488 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -6170641.000000 Penalty: 3513.371582
	Iteration 40F: 3 clusters Score -6170641 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -6170756.000000 Penalty: 3513.371582
	Iteration 41Q: 3 clusters Score -6170756 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -6170885.500000 Penalty: 3513.371582
	Iteration 42Q: 3 clusters Score -6170886 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -6171005.500000 Penalty: 3513.371582
	Iteration 43Q: 3 clusters Score -6171006 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -6171121.000000 Penalty: 3513.371582
	Iteration 44Q: 3 clusters Score -6171121 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -6171242.000000 Penalty: 3513.371582
	Iteration 45Q: 3 clusters Score -6171242 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -6171333.500000 Penalty: 3513.371582
	Iteration 46Q: 3 clusters Score -6171334 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -6171409.000000 Penalty: 3513.371582
	Iteration 47Q: 3 clusters Score -6171409 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -6171479.000000 Penalty: 3513.371582
	Iteration 48Q: 3 clusters Score -6171479 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -6171589.500000 Penalty: 3513.371582
	Iteration 49Q: 3 clusters Score -6171590 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -6171673.000000 Penalty: 3513.371582
	Iteration 50Q: 3 clusters Score -6171673 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -6171775.000000 Penalty: 3513.371582
	Iteration 51Q: 3 clusters Score -6171775 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -6171863.000000 Penalty: 3513.371582
	Iteration 52Q: 3 clusters Score -6171863 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -6171950.000000 Penalty: 3513.371582
	Iteration 53Q: 3 clusters Score -6171950 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -6172018.000000 Penalty: 3513.371582
	Iteration 54Q: 3 clusters Score -6172018 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -6172079.000000 Penalty: 3513.371582
	Iteration 55Q: 3 clusters Score -6172079 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -6172140.000000 Penalty: 3513.371582
	Iteration 56Q: 3 clusters Score -6172140 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 47869 members 
Entering Unmasked Estep 
Score: -6172176.500000 Penalty: 3513.371582
	Iteration 57Q: 3 clusters Score -6172176 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -6172231.000000 Penalty: 3513.371582
	Iteration 58Q: 3 clusters Score -6172231 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -6172266.000000 Penalty: 3513.371582
	Iteration 59Q: 3 clusters Score -6172266 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -6172300.000000 Penalty: 3513.371582
	Iteration 60F: 3 clusters Score -6172300 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -6172334.000000 Penalty: 3513.371582
	Iteration 61Q: 3 clusters Score -6172334 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -6172358.500000 Penalty: 3513.371582
	Iteration 62Q: 3 clusters Score -6172358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -6172371.000000 Penalty: 3513.371582
	Iteration 63Q: 3 clusters Score -6172371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -6172395.000000 Penalty: 3513.371582
	Iteration 64Q: 3 clusters Score -6172395 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -6172403.500000 Penalty: 3513.371582
	Iteration 65Q: 3 clusters Score -6172404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -6172415.000000 Penalty: 3513.371582
	Iteration 66Q: 3 clusters Score -6172415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -6172415.500000 Penalty: 3513.371582
	Iteration 67Q: 3 clusters Score -6172416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -6172414.500000 Penalty: 3513.371582
	Iteration 68Q: 3 clusters Score -6172414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -6172421.500000 Penalty: 3513.371582
	Iteration 69Q: 3 clusters Score -6172422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -6172436.000000 Penalty: 3513.371582
	Iteration 70Q: 3 clusters Score -6172436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -6172431.500000 Penalty: 3513.371582
	Iteration 71Q: 3 clusters Score -6172432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -6172442.500000 Penalty: 3513.371582
	Iteration 72Q: 3 clusters Score -6172442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -6172444.500000 Penalty: 3513.371582
	Iteration 73Q: 3 clusters Score -6172444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -6172435.500000 Penalty: 3513.371582
	Iteration 74Q: 3 clusters Score -6172436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -6172437.500000 Penalty: 3513.371582
	Iteration 75Q: 3 clusters Score -6172438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -6172442.000000 Penalty: 3513.371582
	Iteration 76Q: 3 clusters Score -6172442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -6172443.000000 Penalty: 3513.371582
	Iteration 77Q: 3 clusters Score -6172443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -6172437.500000 Penalty: 3513.371582
	Iteration 78Q: 3 clusters Score -6172438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -6172439.000000 Penalty: 3513.371582
	Iteration 79Q: 3 clusters Score -6172439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -6172439.500000 Penalty: 3513.371582
	Iteration 80F: 3 clusters Score -6172440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86399 members 
Mstep: Class 2 contains 812 members 
Mstep: Class 3 contains 1722 members 
Mstep: Class 4 contains 28430 members 
Mstep: Class 5 contains 7054 members 
Mstep: Class 6 contains 31230 members 
Mstep: Class 7 contains 67767 members 
Mstep: Class 8 contains 71281 members 
Mstep: Class 9 contains 76712 members 
Mstep: Class 10 contains 42454 members 
Mstep: Class 11 contains 39307 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 71486 members 
Mstep: Class 19 contains 46038 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49532 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 199Q: 17 clusters Score -7.558304e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86326 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 1713 members 
Mstep: Class 4 contains 28455 members 
Mstep: Class 5 contains 7036 members 
Mstep: Class 6 contains 31142 members 
Mstep: Class 7 contains 67848 members 
Mstep: Class 8 contains 71268 members 
Mstep: Class 9 contains 76698 members 
Mstep: Class 10 contains 42385 members 
Mstep: Class 11 contains 39223 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 71896 members 
Mstep: Class 19 contains 46013 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49413 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 200F: 17 clusters Score -7.558282e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86266 members 
Mstep: Class 2 contains 806 members 
Mstep: Class 3 contains 1712 members 
Mstep: Class 4 contains 28466 members 
Mstep: Class 5 contains 7014 members 
Mstep: Class 6 contains 31061 members 
Mstep: Class 7 contains 67941 members 
Mstep: Class 8 contains 71267 members 
Mstep: Class 9 contains 76694 members 
Mstep: Class 10 contains 42311 members 
Mstep: Class 11 contains 39149 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 72257 members 
Mstep: Class 19 contains 45982 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49300 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 201Q: 17 clusters Score -7.558294e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 803 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 28472 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 6 contains 30988 members 
Mstep: Class 7 contains 68030 members 
Mstep: Class 8 contains 71266 members 
Mstep: Class 9 contains 76681 members 
Mstep: Class 10 contains 42259 members 
Mstep: Class 11 contains 39082 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 18 contains 72576 members 
Mstep: Class 19 contains 45965 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582824.000000 Penalty: 34682.753906
Iteration 202Q: 17 clusters Score -7.558282e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 800 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 28480 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 30913 members 
Mstep: Class 7 contains 68110 members 
Mstep: Class 8 contains 71239 members 
Mstep: Class 9 contains 76657 members 
Mstep: Class 10 contains 42197 members 
Mstep: Class 11 contains 39025 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 72867 members 
Mstep: Class 19 contains 45944 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49103 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 203Q: 17 clusters Score -7.558278e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86226 members 
Mstep: Class 2 contains 798 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 28501 members 
Mstep: Class 5 contains 6968 members 
Mstep: Class 6 contains 30853 members 
Mstep: Class 7 contains 68166 members 
Mstep: Class 8 contains 71220 members 
Mstep: Class 9 contains 76628 members 
Mstep: Class 10 contains 42158 members 
Mstep: Class 11 contains 38962 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 73117 members 
Mstep: Class 19 contains 45909 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49021 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 204Q: 17 clusters Score -7.558283e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 28505 members 
Mstep: Class 5 contains 6951 members 
Mstep: Class 6 contains 30796 members 
Mstep: Class 7 contains 68250 members 
Mstep: Class 8 contains 71192 members 
Mstep: Class 9 contains 76597 members 
Mstep: Class 10 contains 42120 members 
Mstep: Class 11 contains 38897 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 73346 members 
Mstep: Class 19 contains 45883 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48932 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 205Q: 17 clusters Score -7.558263e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86325 members 
Mstep: Class 2 contains 795 members 
Mstep: Class 3 contains 1693 members 
Mstep: Class 4 contains 28536 members 
Mstep: Class 5 contains 6930 members 
Mstep: Class 6 contains 30754 members 
Mstep: Class 7 contains 68311 members 
Mstep: Class 8 contains 71154 members 
Mstep: Class 9 contains 76540 members 
Mstep: Class 10 contains 42083 members 
Mstep: Class 11 contains 38832 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 73557 members 
Mstep: Class 19 contains 45852 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48864 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 206Q: 17 clusters Score -7.558277e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86385 members 
Mstep: Class 2 contains 795 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 28542 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 30702 members 
Mstep: Class 7 contains 68369 members 
Mstep: Class 8 contains 71108 members 
Mstep: Class 9 contains 76506 members 
Mstep: Class 10 contains 42019 members 
Mstep: Class 11 contains 38781 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 73781 members 
Mstep: Class 19 contains 45838 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582656.000000 Penalty: 34682.753906
Iteration 207Q: 17 clusters Score -7.558266e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86410 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 28563 members 
Mstep: Class 5 contains 6887 members 
Mstep: Class 6 contains 30669 members 
Mstep: Class 7 contains 68422 members 
Mstep: Class 8 contains 71098 members 
Mstep: Class 9 contains 76475 members 
Mstep: Class 10 contains 41965 members 
Mstep: Class 11 contains 38747 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 73981 members 
Mstep: Class 19 contains 45826 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48701 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 208Q: 17 clusters Score -7.558281e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86457 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 28565 members 
Mstep: Class 5 contains 6860 members 
Mstep: Class 6 contains 30627 members 
Mstep: Class 7 contains 68491 members 
Mstep: Class 8 contains 71054 members 
Mstep: Class 9 contains 76471 members 
Mstep: Class 10 contains 41925 members 
Mstep: Class 11 contains 38707 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 74169 members 
Mstep: Class 19 contains 45817 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48602 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 209Q: 17 clusters Score -7.558261e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86533 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 28558 members 
Mstep: Class 5 contains 6833 members 
Mstep: Class 6 contains 30592 members 
Mstep: Class 7 contains 68509 members 
Mstep: Class 8 contains 71045 members 
Mstep: Class 9 contains 76457 members 
Mstep: Class 10 contains 41905 members 
Mstep: Class 11 contains 38654 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 74326 members 
Mstep: Class 19 contains 45819 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582664.000000 Penalty: 34682.753906
Iteration 210Q: 17 clusters Score -7.558266e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86613 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 28538 members 
Mstep: Class 5 contains 6813 members 
Mstep: Class 6 contains 30570 members 
Mstep: Class 7 contains 68521 members 
Mstep: Class 8 contains 71021 members 
Mstep: Class 9 contains 76432 members 
Mstep: Class 10 contains 41892 members 
Mstep: Class 11 contains 38610 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 74491 members 
Mstep: Class 19 contains 45828 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582496.000000 Penalty: 34682.753906
Iteration 211Q: 17 clusters Score -7.55825e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 28520 members 
Mstep: Class 5 contains 6794 members 
Mstep: Class 6 contains 30557 members 
Mstep: Class 7 contains 68544 members 
Mstep: Class 8 contains 70988 members 
Mstep: Class 9 contains 76408 members 
Mstep: Class 10 contains 41872 members 
Mstep: Class 11 contains 38579 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 74642 members 
Mstep: Class 19 contains 45813 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582472.000000 Penalty: 34682.753906
Iteration 212Q: 17 clusters Score -7.558247e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 28508 members 
Mstep: Class 5 contains 6783 members 
Mstep: Class 6 contains 30541 members 
Mstep: Class 7 contains 68574 members 
Mstep: Class 8 contains 70982 members 
Mstep: Class 9 contains 76398 members 
Mstep: Class 10 contains 41840 members 
Mstep: Class 11 contains 38534 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 74799 members 
Mstep: Class 19 contains 45812 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582472.000000 Penalty: 34682.753906
Iteration 213Q: 17 clusters Score -7.558247e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86746 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 28506 members 
Mstep: Class 5 contains 6772 members 
Mstep: Class 6 contains 30518 members 
Mstep: Class 7 contains 68602 members 
Mstep: Class 8 contains 70979 members 
Mstep: Class 9 contains 76367 members 
Mstep: Class 10 contains 41805 members 
Mstep: Class 11 contains 38490 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 74949 members 
Mstep: Class 19 contains 45825 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582256.000000 Penalty: 34682.753906
Iteration 214Q: 17 clusters Score -7.558226e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86764 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 28498 members 
Mstep: Class 5 contains 6763 members 
Mstep: Class 6 contains 30497 members 
Mstep: Class 7 contains 68660 members 
Mstep: Class 8 contains 70959 members 
Mstep: Class 9 contains 76364 members 
Mstep: Class 10 contains 41772 members 
Mstep: Class 11 contains 38452 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 75058 members 
Mstep: Class 19 contains 45831 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582168.000000 Penalty: 34682.753906
Iteration 215Q: 17 clusters Score -7.558217e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86744 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 28504 members 
Mstep: Class 5 contains 6754 members 
Mstep: Class 6 contains 30482 members 
Mstep: Class 7 contains 68704 members 
Mstep: Class 8 contains 70991 members 
Mstep: Class 9 contains 76340 members 
Mstep: Class 10 contains 41746 members 
Mstep: Class 11 contains 38439 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 75139 members 
Mstep: Class 19 contains 45834 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582288.000000 Penalty: 34682.753906
Iteration 216Q: 17 clusters Score -7.558229e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86753 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 28516 members 
Mstep: Class 5 contains 6749 members 
Mstep: Class 6 contains 30457 members 
Mstep: Class 7 contains 68727 members 
Mstep: Class 8 contains 71039 members 
Mstep: Class 9 contains 76323 members 
Mstep: Class 10 contains 41736 members 
Mstep: Class 11 contains 38421 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 75178 members 
Mstep: Class 19 contains 45839 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582328.000000 Penalty: 34682.753906
Iteration 217Q: 17 clusters Score -7.558233e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86750 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 28532 members 
Mstep: Class 5 contains 6741 members 
Mstep: Class 6 contains 30442 members 
Mstep: Class 7 contains 68769 members 
Mstep: Class 8 contains 71112 members 
Mstep: Class 9 contains 76297 members 
Mstep: Class 10 contains 41712 members 
Mstep: Class 11 contains 38412 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 75190 members 
Mstep: Class 19 contains 45840 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582464.000000 Penalty: 34682.753906
Iteration 218Q: 17 clusters Score -7.558246e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 795 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 28530 members 
Mstep: Class 5 contains 6737 members 
Mstep: Class 6 contains 30435 members 
Mstep: Class 7 contains 68810 members 
Mstep: Class 8 contains 71162 members 
Mstep: Class 9 contains 76284 members 
Mstep: Class 10 contains 41698 members 
Mstep: Class 11 contains 38412 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 75229 members 
Mstep: Class 19 contains 45843 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582424.000000 Penalty: 34682.753906
Iteration 219Q: 17 clusters Score -7.558242e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86690 members 
Mstep: Class 2 contains 794 members 
Mstep: Class 3 contains 1663 members 
Mstep: Class 4 contains 28535 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 30425 members 
Mstep: Class 7 contains 68851 members 
Mstep: Class 8 contains 71180 members 
Mstep: Class 9 contains 76293 members 
Mstep: Class 10 contains 41696 members 
Mstep: Class 11 contains 38404 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 75242 members 
Mstep: Class 19 contains 45850 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582400.000000 Penalty: 34682.753906
Iteration 220F: 17 clusters Score -7.55824e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86682 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 28534 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 30417 members 
Mstep: Class 7 contains 68881 members 
Mstep: Class 8 contains 71204 members 
Mstep: Class 9 contains 76317 members 
Mstep: Class 10 contains 41716 members 
Mstep: Class 11 contains 38398 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 75207 members 
Mstep: Class 19 contains 45850 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582448.000000 Penalty: 34682.753906
Iteration 221Q: 17 clusters Score -7.558245e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86662 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 28542 members 
Mstep: Class 5 contains 6721 members 
Mstep: Class 6 contains 30412 members 
Mstep: Class 7 contains 68904 members 
Mstep: Class 8 contains 71286 members 
Mstep: Class 9 contains 76321 members 
Mstep: Class 10 contains 41718 members 
Mstep: Class 11 contains 38388 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 75163 members 
Mstep: Class 19 contains 45857 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47801 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 222Q: 17 clusters Score -7.558249e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 28551 members 
Mstep: Class 5 contains 6715 members 
Mstep: Class 6 contains 30411 members 
Mstep: Class 7 contains 68937 members 
Mstep: Class 8 contains 71342 members 
Mstep: Class 9 contains 76305 members 
Mstep: Class 10 contains 41714 members 
Mstep: Class 11 contains 38393 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 75129 members 
Mstep: Class 19 contains 45880 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582472.000000 Penalty: 34682.753906
Iteration 223Q: 17 clusters Score -7.558247e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86570 members 
Mstep: Class 2 contains 791 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 28572 members 
Mstep: Class 5 contains 6710 members 
Mstep: Class 6 contains 30416 members 
Mstep: Class 7 contains 68968 members 
Mstep: Class 8 contains 71428 members 
Mstep: Class 9 contains 76293 members 
Mstep: Class 10 contains 41713 members 
Mstep: Class 11 contains 38409 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 75044 members 
Mstep: Class 19 contains 45907 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582576.000000 Penalty: 34682.753906
Iteration 224Q: 17 clusters Score -7.558258e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 791 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 28581 members 
Mstep: Class 5 contains 6707 members 
Mstep: Class 6 contains 30427 members 
Mstep: Class 7 contains 68994 members 
Mstep: Class 8 contains 71514 members 
Mstep: Class 9 contains 76286 members 
Mstep: Class 10 contains 41720 members 
Mstep: Class 11 contains 38419 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 74938 members 
Mstep: Class 19 contains 45921 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582624.000000 Penalty: 34682.753906
Iteration 225Q: 17 clusters Score -7.558262e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86556 members 
Mstep: Class 2 contains 791 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 28586 members 
Mstep: Class 5 contains 6706 members 
Mstep: Class 6 contains 30437 members 
Mstep: Class 7 contains 69010 members 
Mstep: Class 8 contains 71606 members 
Mstep: Class 9 contains 76288 members 
Mstep: Class 10 contains 41734 members 
Mstep: Class 11 contains 38437 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 74811 members 
Mstep: Class 19 contains 45933 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582464.000000 Penalty: 34682.753906
Iteration 226Q: 17 clusters Score -7.558246e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 28587 members 
Mstep: Class 5 contains 6704 members 
Mstep: Class 6 contains 30448 members 
Mstep: Class 7 contains 69046 members 
Mstep: Class 8 contains 71664 members 
Mstep: Class 9 contains 76287 members 
Mstep: Class 10 contains 41743 members 
Mstep: Class 11 contains 38445 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 74694 members 
Mstep: Class 19 contains 45963 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582456.000000 Penalty: 34682.753906
Iteration 227Q: 17 clusters Score -7.558246e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86511 members 
Mstep: Class 2 contains 792 members 
Mstep: Class 3 contains 1652 members 
Mstep: Class 4 contains 28600 members 
Mstep: Class 5 contains 6699 members 
Mstep: Class 6 contains 30476 members 
Mstep: Class 7 contains 69085 members 
Mstep: Class 8 contains 71683 members 
Mstep: Class 9 contains 76302 members 
Mstep: Class 10 contains 41747 members 
Mstep: Class 11 contains 38455 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 74555 members 
Mstep: Class 19 contains 45998 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582424.000000 Penalty: 34682.753906
Iteration 228Q: 17 clusters Score -7.558242e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86411 members 
Mstep: Class 2 contains 791 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 28617 members 
Mstep: Class 5 contains 6695 members 
Mstep: Class 6 contains 30517 members 
Mstep: Class 7 contains 69115 members 
Mstep: Class 8 contains 71736 members 
Mstep: Class 9 contains 76321 members 
Mstep: Class 10 contains 41763 members 
Mstep: Class 11 contains 38466 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 74432 members 
Mstep: Class 19 contains 46034 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582440.000000 Penalty: 34682.753906
Iteration 229Q: 17 clusters Score -7.558244e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86346 members 
Mstep: Class 2 contains 790 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 28644 members 
Mstep: Class 5 contains 6688 members 
Mstep: Class 6 contains 30564 members 
Mstep: Class 7 contains 69129 members 
Mstep: Class 8 contains 71797 members 
Mstep: Class 9 contains 76326 members 
Mstep: Class 10 contains 41787 members 
Mstep: Class 11 contains 38472 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 74288 members 
Mstep: Class 19 contains 46045 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582264.000000 Penalty: 34682.753906
Iteration 230Q: 17 clusters Score -7.558226e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 787 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 28663 members 
Mstep: Class 5 contains 6683 members 
Mstep: Class 6 contains 30602 members 
Mstep: Class 7 contains 69120 members 
Mstep: Class 8 contains 71859 members 
Mstep: Class 9 contains 76322 members 
Mstep: Class 10 contains 41807 members 
Mstep: Class 11 contains 38477 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 74127 members 
Mstep: Class 19 contains 46076 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582472.000000 Penalty: 34682.753906
Iteration 231Q: 17 clusters Score -7.558247e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86294 members 
Mstep: Class 2 contains 786 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 28684 members 
Mstep: Class 5 contains 6675 members 
Mstep: Class 6 contains 30632 members 
Mstep: Class 7 contains 69123 members 
Mstep: Class 8 contains 71909 members 
Mstep: Class 9 contains 76332 members 
Mstep: Class 10 contains 41828 members 
Mstep: Class 11 contains 38486 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 73988 members 
Mstep: Class 19 contains 46096 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582504.000000 Penalty: 34682.753906
Iteration 232Q: 17 clusters Score -7.55825e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86278 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 28716 members 
Mstep: Class 5 contains 6667 members 
Mstep: Class 6 contains 30668 members 
Mstep: Class 7 contains 69130 members 
Mstep: Class 8 contains 71970 members 
Mstep: Class 9 contains 76309 members 
Mstep: Class 10 contains 41853 members 
Mstep: Class 11 contains 38495 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 73841 members 
Mstep: Class 19 contains 46124 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582240.000000 Penalty: 34682.753906
Iteration 233Q: 17 clusters Score -7.558224e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86249 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 1667 members 
Mstep: Class 4 contains 28745 members 
Mstep: Class 5 contains 6657 members 
Mstep: Class 6 contains 30706 members 
Mstep: Class 7 contains 69139 members 
Mstep: Class 8 contains 72018 members 
Mstep: Class 9 contains 76288 members 
Mstep: Class 10 contains 41867 members 
Mstep: Class 11 contains 38506 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 73711 members 
Mstep: Class 19 contains 46161 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582176.000000 Penalty: 34682.753906
Iteration 234Q: 17 clusters Score -7.558218e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 1666 members 
Mstep: Class 4 contains 28747 members 
Mstep: Class 5 contains 6653 members 
Mstep: Class 6 contains 30733 members 
Mstep: Class 7 contains 69162 members 
Mstep: Class 8 contains 72108 members 
Mstep: Class 9 contains 76278 members 
Mstep: Class 10 contains 41881 members 
Mstep: Class 11 contains 38514 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 73562 members 
Mstep: Class 19 contains 46191 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582136.000000 Penalty: 34682.753906
Iteration 235Q: 17 clusters Score -7.558214e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 28746 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 30772 members 
Mstep: Class 7 contains 69167 members 
Mstep: Class 8 contains 72189 members 
Mstep: Class 9 contains 76271 members 
Mstep: Class 10 contains 41889 members 
Mstep: Class 11 contains 38511 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 73424 members 
Mstep: Class 19 contains 46240 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582192.000000 Penalty: 34682.753906
Iteration 236Q: 17 clusters Score -7.558219e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86095 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 1666 members 
Mstep: Class 4 contains 28744 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 30807 members 
Mstep: Class 7 contains 69166 members 
Mstep: Class 8 contains 72208 members 
Mstep: Class 9 contains 76285 members 
Mstep: Class 10 contains 41914 members 
Mstep: Class 11 contains 38527 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 73315 members 
Mstep: Class 19 contains 46292 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582232.000000 Penalty: 34682.753906
Iteration 237Q: 17 clusters Score -7.558223e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86065 members 
Mstep: Class 2 contains 784 members 
Mstep: Class 3 contains 1666 members 
Mstep: Class 4 contains 28747 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 30851 members 
Mstep: Class 7 contains 69157 members 
Mstep: Class 8 contains 72235 members 
Mstep: Class 9 contains 76293 members 
Mstep: Class 10 contains 41928 members 
Mstep: Class 11 contains 38537 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 73208 members 
Mstep: Class 19 contains 46327 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582336.000000 Penalty: 34682.753906
Iteration 238Q: 17 clusters Score -7.558234e+07 nChanged 1230
Entering ConstructFrom: 
Score: -75582336.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (86065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86065 members 
Entering Unmasked Estep 
Score: -10716372.000000 Penalty: 1846.464355
	Iteration 0F: 2 clusters Score -1.071637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -10660818.000000 Penalty: 3692.928711
	Iteration 0F: 3 clusters Score -1.066082e+07 nChanged 40976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -10684271.000000 Penalty: 3692.928711
	Iteration 1F: 3 clusters Score -1.068427e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -10684648.000000 Penalty: 3692.928711
	Iteration 2Q: 3 clusters Score -1.068465e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -10685111.000000 Penalty: 3692.928711
	Iteration 3Q: 3 clusters Score -1.068511e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -10685530.000000 Penalty: 3692.928711
	Iteration 4Q: 3 clusters Score -1.068553e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -10686059.000000 Penalty: 3692.928711
	Iteration 5Q: 3 clusters Score -1.068606e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -10686821.000000 Penalty: 3692.928711
	Iteration 6Q: 3 clusters Score -1.068682e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -10687955.000000 Penalty: 3692.928711
	Iteration 7Q: 3 clusters Score -1.068796e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -10689723.000000 Penalty: 3692.928711
	Iteration 8Q: 3 clusters Score -1.068972e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -10692144.000000 Penalty: 3692.928711
	Iteration 9Q: 3 clusters Score -1.069214e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -10695344.000000 Penalty: 3692.928711
	Iteration 10F: 3 clusters Score -1.069534e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -10698644.000000 Penalty: 3692.928711
	Iteration 11F: 3 clusters Score -1.069864e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -10701711.000000 Penalty: 3692.928711
	Iteration 12F: 3 clusters Score -1.070171e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -10704201.000000 Penalty: 3692.928711
	Iteration 13F: 3 clusters Score -1.07042e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -10705608.000000 Penalty: 3692.928711
	Iteration 14Q: 3 clusters Score -1.070561e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -10706181.000000 Penalty: 3692.928711
	Iteration 15Q: 3 clusters Score -1.070618e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -10706444.000000 Penalty: 3692.928711
	Iteration 16Q: 3 clusters Score -1.070644e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -10706575.000000 Penalty: 3692.928711
	Iteration 17Q: 3 clusters Score -1.070658e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -10706725.000000 Penalty: 3692.928711
	Iteration 18Q: 3 clusters Score -1.070672e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -10706862.000000 Penalty: 3692.928711
	Iteration 19Q: 3 clusters Score -1.070686e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -10707018.000000 Penalty: 3692.928711
	Iteration 20F: 3 clusters Score -1.070702e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -10707098.000000 Penalty: 3692.928711
	Iteration 21Q: 3 clusters Score -1.07071e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 58525 members 
Entering Unmasked Estep 
Score: -10707227.000000 Penalty: 3692.928711
	Iteration 22Q: 3 clusters Score -1.070723e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -10707335.000000 Penalty: 3692.928711
	Iteration 23Q: 3 clusters Score -1.070734e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -10707426.000000 Penalty: 3692.928711
	Iteration 24Q: 3 clusters Score -1.070743e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 60005 members 
Entering Unmasked Estep 
Score: -10707571.000000 Penalty: 3692.928711
	Iteration 25Q: 3 clusters Score -1.070757e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -10707651.000000 Penalty: 3692.928711
	Iteration 26Q: 3 clusters Score -1.070765e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -10707756.000000 Penalty: 3692.928711
	Iteration 27Q: 3 clusters Score -1.070776e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -10707861.000000 Penalty: 3692.928711
	Iteration 28Q: 3 clusters Score -1.070786e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -10707948.000000 Penalty: 3692.928711
	Iteration 29Q: 3 clusters Score -1.070795e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -10708075.000000 Penalty: 3692.928711
	Iteration 30Q: 3 clusters Score -1.070808e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -10708150.000000 Penalty: 3692.928711
	Iteration 31Q: 3 clusters Score -1.070815e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -10708268.000000 Penalty: 3692.928711
	Iteration 32Q: 3 clusters Score -1.070827e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -10708389.000000 Penalty: 3692.928711
	Iteration 33Q: 3 clusters Score -1.070839e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 64606 members 
Entering Unmasked Estep 
Score: -10708495.000000 Penalty: 3692.928711
	Iteration 34Q: 3 clusters Score -1.07085e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -10708568.000000 Penalty: 3692.928711
	Iteration 35Q: 3 clusters Score -1.070857e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 65602 members 
Entering Unmasked Estep 
Score: -10708667.000000 Penalty: 3692.928711
	Iteration 36Q: 3 clusters Score -1.070867e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 66100 members 
Entering Unmasked Estep 
Score: -10708743.000000 Penalty: 3692.928711
	Iteration 37Q: 3 clusters Score -1.070874e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 66610 members 
Entering Unmasked Estep 
Score: -10708873.000000 Penalty: 3692.928711
	Iteration 38Q: 3 clusters Score -1.070887e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 67180 members 
Entering Unmasked Estep 
Score: -10709028.000000 Penalty: 3692.928711
	Iteration 39Q: 3 clusters Score -1.070903e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 67735 members 
Entering Unmasked Estep 
Score: -10709159.000000 Penalty: 3692.928711
	Iteration 40F: 3 clusters Score -1.070916e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
Score: -10709319.000000 Penalty: 3692.928711
	Iteration 41Q: 3 clusters Score -1.070932e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 68808 members 
Entering Unmasked Estep 
Score: -10709431.000000 Penalty: 3692.928711
	Iteration 42Q: 3 clusters Score -1.070943e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -10709588.000000 Penalty: 3692.928711
	Iteration 43Q: 3 clusters Score -1.070959e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 69831 members 
Entering Unmasked Estep 
Score: -10709708.000000 Penalty: 3692.928711
	Iteration 44Q: 3 clusters Score -1.070971e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 70287 members 
Entering Unmasked Estep 
Score: -10709888.000000 Penalty: 3692.928711
	Iteration 45Q: 3 clusters Score -1.070989e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 70688 members 
Entering Unmasked Estep 
Score: -10710020.000000 Penalty: 3692.928711
	Iteration 46Q: 3 clusters Score -1.071002e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -10710086.000000 Penalty: 3692.928711
	Iteration 47Q: 3 clusters Score -1.071009e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 71455 members 
Entering Unmasked Estep 
Score: -10710207.000000 Penalty: 3692.928711
	Iteration 48Q: 3 clusters Score -1.071021e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 71840 members 
Entering Unmasked Estep 
Score: -10710300.000000 Penalty: 3692.928711
	Iteration 49Q: 3 clusters Score -1.07103e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 72196 members 
Entering Unmasked Estep 
Score: -10710449.000000 Penalty: 3692.928711
	Iteration 50Q: 3 clusters Score -1.071045e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -10710562.000000 Penalty: 3692.928711
	Iteration 51Q: 3 clusters Score -1.071056e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 72938 members 
Entering Unmasked Estep 
Score: -10710713.000000 Penalty: 3692.928711
	Iteration 52Q: 3 clusters Score -1.071071e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 73297 members 
Entering Unmasked Estep 
Score: -10710837.000000 Penalty: 3692.928711
	Iteration 53Q: 3 clusters Score -1.071084e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 73664 members 
Entering Unmasked Estep 
Score: -10710946.000000 Penalty: 3692.928711
	Iteration 54Q: 3 clusters Score -1.071095e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -10711077.000000 Penalty: 3692.928711
	Iteration 55Q: 3 clusters Score -1.071108e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 74438 members 
Entering Unmasked Estep 
Score: -10711222.000000 Penalty: 3692.928711
	Iteration 56Q: 3 clusters Score -1.071122e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 74841 members 
Entering Unmasked Estep 
Score: -10711365.000000 Penalty: 3692.928711
	Iteration 57Q: 3 clusters Score -1.071136e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -10711462.000000 Penalty: 3692.928711
	Iteration 58Q: 3 clusters Score -1.071146e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
Score: -10711576.000000 Penalty: 3692.928711
	Iteration 59Q: 3 clusters Score -1.071158e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 75999 members 
Entering Unmasked Estep 
Score: -10711740.000000 Penalty: 3692.928711
	Iteration 60F: 3 clusters Score -1.071174e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 76374 members 
Entering Unmasked Estep 
Score: -10711861.000000 Penalty: 3692.928711
	Iteration 61Q: 3 clusters Score -1.071186e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 76724 members 
Entering Unmasked Estep 
Score: -10712020.000000 Penalty: 3692.928711
	Iteration 62Q: 3 clusters Score -1.071202e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 77084 members 
Entering Unmasked Estep 
Score: -10712124.000000 Penalty: 3692.928711
	Iteration 63Q: 3 clusters Score -1.071212e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 77447 members 
Entering Unmasked Estep 
Score: -10712259.000000 Penalty: 3692.928711
	Iteration 64Q: 3 clusters Score -1.071226e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 77777 members 
Entering Unmasked Estep 
Score: -10712400.000000 Penalty: 3692.928711
	Iteration 65Q: 3 clusters Score -1.07124e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 78082 members 
Entering Unmasked Estep 
Score: -10712504.000000 Penalty: 3692.928711
	Iteration 66Q: 3 clusters Score -1.07125e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 78360 members 
Entering Unmasked Estep 
Score: -10712617.000000 Penalty: 3692.928711
	Iteration 67Q: 3 clusters Score -1.071262e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -10712726.000000 Penalty: 3692.928711
	Iteration 68Q: 3 clusters Score -1.071273e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 78909 members 
Entering Unmasked Estep 
Score: -10712856.000000 Penalty: 3692.928711
	Iteration 69Q: 3 clusters Score -1.071286e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 79180 members 
Entering Unmasked Estep 
Score: -10712956.000000 Penalty: 3692.928711
	Iteration 70Q: 3 clusters Score -1.071296e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -10713014.000000 Penalty: 3692.928711
	Iteration 71Q: 3 clusters Score -1.071301e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -10713130.000000 Penalty: 3692.928711
	Iteration 72Q: 3 clusters Score -1.071313e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -10713220.000000 Penalty: 3692.928711
	Iteration 73Q: 3 clusters Score -1.071322e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 80184 members 
Entering Unmasked Estep 
Score: -10713298.000000 Penalty: 3692.928711
	Iteration 74Q: 3 clusters Score -1.07133e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 80396 members 
Entering Unmasked Estep 
Score: -10713342.000000 Penalty: 3692.928711
	Iteration 75Q: 3 clusters Score -1.071334e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 80606 members 
Entering Unmasked Estep 
Score: -10713450.000000 Penalty: 3692.928711
	Iteration 76Q: 3 clusters Score -1.071345e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 80787 members 
Entering Unmasked Estep 
Score: -10713513.000000 Penalty: 3692.928711
	Iteration 77Q: 3 clusters Score -1.071351e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
Score: -10713574.000000 Penalty: 3692.928711
	Iteration 78Q: 3 clusters Score -1.071357e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -10713645.000000 Penalty: 3692.928711
	Iteration 79Q: 3 clusters Score -1.071364e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 81349 members 
Entering Unmasked Estep 
Score: -10713741.000000 Penalty: 3692.928711
	Iteration 80F: 3 clusters Score -1.071374e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 81515 members 
Entering Unmasked Estep 
Score: -10713799.000000 Penalty: 3692.928711
	Iteration 81Q: 3 clusters Score -1.07138e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 81676 members 
Entering Unmasked Estep 
Score: -10713876.000000 Penalty: 3692.928711
	Iteration 82Q: 3 clusters Score -1.071388e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 81837 members 
Entering Unmasked Estep 
Score: -10713925.000000 Penalty: 3692.928711
	Iteration 83Q: 3 clusters Score -1.071392e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 81975 members 
Entering Unmasked Estep 
Score: -10714015.000000 Penalty: 3692.928711
	Iteration 84Q: 3 clusters Score -1.071402e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 82121 members 
Entering Unmasked Estep 
Score: -10714078.000000 Penalty: 3692.928711
	Iteration 85Q: 3 clusters Score -1.071408e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 82266 members 
Entering Unmasked Estep 
Score: -10714136.000000 Penalty: 3692.928711
	Iteration 86Q: 3 clusters Score -1.071414e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 82384 members 
Entering Unmasked Estep 
Score: -10714174.000000 Penalty: 3692.928711
	Iteration 87Q: 3 clusters Score -1.071417e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 82494 members 
Entering Unmasked Estep 
Score: -10714241.000000 Penalty: 3692.928711
	Iteration 88Q: 3 clusters Score -1.071424e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -10714242.000000 Penalty: 3692.928711
	Iteration 89Q: 3 clusters Score -1.071424e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 82688 members 
Entering Unmasked Estep 
Score: -10714293.000000 Penalty: 3692.928711
	Iteration 90Q: 3 clusters Score -1.071429e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 82772 members 
Entering Unmasked Estep 
Score: -10714327.000000 Penalty: 3692.928711
	Iteration 91Q: 3 clusters Score -1.071433e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 82868 members 
Entering Unmasked Estep 
Score: -10714345.000000 Penalty: 3692.928711
	Iteration 92Q: 3 clusters Score -1.071434e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 82957 members 
Entering Unmasked Estep 
Score: -10714379.000000 Penalty: 3692.928711
	Iteration 93Q: 3 clusters Score -1.071438e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -10714422.000000 Penalty: 3692.928711
	Iteration 94Q: 3 clusters Score -1.071442e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 83118 members 
Entering Unmasked Estep 
Score: -10714468.000000 Penalty: 3692.928711
	Iteration 95Q: 3 clusters Score -1.071447e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 83186 members 
Entering Unmasked Estep 
Score: -10714489.000000 Penalty: 3692.928711
	Iteration 96Q: 3 clusters Score -1.071449e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 83243 members 
Entering Unmasked Estep 
Score: -10714511.000000 Penalty: 3692.928711
	Iteration 97Q: 3 clusters Score -1.071451e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 83285 members 
Entering Unmasked Estep 
Score: -10714528.000000 Penalty: 3692.928711
	Iteration 98Q: 3 clusters Score -1.071453e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 83344 members 
Entering Unmasked Estep 
Score: -10714526.000000 Penalty: 3692.928711
	Iteration 99Q: 3 clusters Score -1.071453e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 83395 members 
Entering Unmasked Estep 
Score: -10714541.000000 Penalty: 3692.928711
	Iteration 100F: 3 clusters Score -1.071454e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -10714567.000000 Penalty: 3692.928711
	Iteration 101Q: 3 clusters Score -1.071457e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 83472 members 
Entering Unmasked Estep 
Score: -10714582.000000 Penalty: 3692.928711
	Iteration 102Q: 3 clusters Score -1.071458e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 83504 members 
Entering Unmasked Estep 
Score: -10714574.000000 Penalty: 3692.928711
	Iteration 103Q: 3 clusters Score -1.071457e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 83531 members 
Entering Unmasked Estep 
Score: -10714603.000000 Penalty: 3692.928711
	Iteration 104Q: 3 clusters Score -1.07146e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 83558 members 
Entering Unmasked Estep 
Score: -10714589.000000 Penalty: 3692.928711
	Iteration 105Q: 3 clusters Score -1.071459e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 83592 members 
Entering Unmasked Estep 
Score: -10714603.000000 Penalty: 3692.928711
	Iteration 106Q: 3 clusters Score -1.07146e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 83625 members 
Entering Unmasked Estep 
Score: -10714626.000000 Penalty: 3692.928711
	Iteration 107Q: 3 clusters Score -1.071463e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 83656 members 
Entering Unmasked Estep 
Score: -10714616.000000 Penalty: 3692.928711
	Iteration 108Q: 3 clusters Score -1.071462e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 83688 members 
Entering Unmasked Estep 
Score: -10714634.000000 Penalty: 3692.928711
	Iteration 109Q: 3 clusters Score -1.071463e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 83709 members 
Entering Unmasked Estep 
Score: -10714643.000000 Penalty: 3692.928711
	Iteration 110Q: 3 clusters Score -1.071464e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -10714629.000000 Penalty: 3692.928711
	Iteration 111Q: 3 clusters Score -1.071463e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 83751 members 
Entering Unmasked Estep 
Score: -10714657.000000 Penalty: 3692.928711
	Iteration 112Q: 3 clusters Score -1.071466e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 83767 members 
Entering Unmasked Estep 
Score: -10714666.000000 Penalty: 3692.928711
	Iteration 113Q: 3 clusters Score -1.071467e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 83777 members 
Entering Unmasked Estep 
Score: -10714673.000000 Penalty: 3692.928711
	Iteration 114Q: 3 clusters Score -1.071467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 83787 members 
Entering Unmasked Estep 
Score: -10714676.000000 Penalty: 3692.928711
	Iteration 115Q: 3 clusters Score -1.071468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -10714672.000000 Penalty: 3692.928711
	Iteration 116Q: 3 clusters Score -1.071467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 83806 members 
Entering Unmasked Estep 
Score: -10714672.000000 Penalty: 3692.928711
	Iteration 117Q: 3 clusters Score -1.071467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 83814 members 
Entering Unmasked Estep 
Score: -10714671.000000 Penalty: 3692.928711
	Iteration 118Q: 3 clusters Score -1.071467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 83823 members 
Entering Unmasked Estep 
Score: -10714669.000000 Penalty: 3692.928711
	Iteration 119Q: 3 clusters Score -1.071467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 83835 members 
Entering Unmasked Estep 
Score: -10714674.000000 Penalty: 3692.928711
	Iteration 120F: 3 clusters Score -1.071467e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 83847 members 
Entering Unmasked Estep 
Score: -10714681.000000 Penalty: 3692.928711
	Iteration 121Q: 3 clusters Score -1.071468e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 83861 members 
Entering Unmasked Estep 
Score: -10714686.000000 Penalty: 3692.928711
	Iteration 122Q: 3 clusters Score -1.071469e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 83878 members 
Entering Unmasked Estep 
Score: -10714686.000000 Penalty: 3692.928711
	Iteration 123Q: 3 clusters Score -1.071469e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 83891 members 
Entering Unmasked Estep 
Score: -10714697.000000 Penalty: 3692.928711
	Iteration 124Q: 3 clusters Score -1.07147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 83895 members 
Entering Unmasked Estep 
Score: -10714697.000000 Penalty: 3692.928711
	Iteration 125Q: 3 clusters Score -1.07147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 83904 members 
Entering Unmasked Estep 
Score: -10714703.000000 Penalty: 3692.928711
	Iteration 126Q: 3 clusters Score -1.07147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 83910 members 
Entering Unmasked Estep 
Score: -10714696.000000 Penalty: 3692.928711
	Iteration 127Q: 3 clusters Score -1.07147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 83920 members 
Entering Unmasked Estep 
Score: -10714704.000000 Penalty: 3692.928711
	Iteration 128Q: 3 clusters Score -1.07147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 83932 members 
Entering Unmasked Estep 
Score: -10714700.000000 Penalty: 3692.928711
	Iteration 129Q: 3 clusters Score -1.07147e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 83941 members 
Entering Unmasked Estep 
Score: -10714710.000000 Penalty: 3692.928711
	Iteration 130Q: 3 clusters Score -1.071471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 83952 members 
Entering Unmasked Estep 
Score: -10714698.000000 Penalty: 3692.928711
	Iteration 131Q: 3 clusters Score -1.07147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 83962 members 
Entering Unmasked Estep 
Score: -10714699.000000 Penalty: 3692.928711
	Iteration 132Q: 3 clusters Score -1.07147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 83974 members 
Entering Unmasked Estep 
Score: -10714702.000000 Penalty: 3692.928711
	Iteration 133Q: 3 clusters Score -1.07147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 83981 members 
Entering Unmasked Estep 
Score: -10714708.000000 Penalty: 3692.928711
	Iteration 134Q: 3 clusters Score -1.071471e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 83989 members 
Entering Unmasked Estep 
Score: -10714714.000000 Penalty: 3692.928711
	Iteration 135Q: 3 clusters Score -1.071471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 84000 members 
Entering Unmasked Estep 
Score: -10714725.000000 Penalty: 3692.928711
	Iteration 136Q: 3 clusters Score -1.071472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 84012 members 
Entering Unmasked Estep 
Score: -10714725.000000 Penalty: 3692.928711
	Iteration 137Q: 3 clusters Score -1.071472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 84020 members 
Entering Unmasked Estep 
Score: -10714719.000000 Penalty: 3692.928711
	Iteration 138Q: 3 clusters Score -1.071472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -10714728.000000 Penalty: 3692.928711
	Iteration 139Q: 3 clusters Score -1.071473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -10714733.000000 Penalty: 3692.928711
	Iteration 140F: 3 clusters Score -1.071473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -10714744.000000 Penalty: 3692.928711
	Iteration 141Q: 3 clusters Score -1.071474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 84057 members 
Entering Unmasked Estep 
Score: -10714739.000000 Penalty: 3692.928711
	Iteration 142Q: 3 clusters Score -1.071474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
Score: -10714744.000000 Penalty: 3692.928711
	Iteration 143Q: 3 clusters Score -1.071474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 84071 members 
Entering Unmasked Estep 
Score: -10714748.000000 Penalty: 3692.928711
	Iteration 144Q: 3 clusters Score -1.071475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
Score: -10714751.000000 Penalty: 3692.928711
	Iteration 145Q: 3 clusters Score -1.071475e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -10714758.000000 Penalty: 3692.928711
	Iteration 146Q: 3 clusters Score -1.071476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 84097 members 
Entering Unmasked Estep 
Score: -10714762.000000 Penalty: 3692.928711
	Iteration 147Q: 3 clusters Score -1.071476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 84103 members 
Entering Unmasked Estep 
Score: -10714757.000000 Penalty: 3692.928711
	Iteration 148Q: 3 clusters Score -1.071476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 84117 members 
Entering Unmasked Estep 
Score: -10714769.000000 Penalty: 3692.928711
	Iteration 149Q: 3 clusters Score -1.071477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 84125 members 
Entering Unmasked Estep 
Score: -10714768.000000 Penalty: 3692.928711
	Iteration 150Q: 3 clusters Score -1.071477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 84134 members 
Entering Unmasked Estep 
Score: -10714787.000000 Penalty: 3692.928711
	Iteration 151Q: 3 clusters Score -1.071479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -10714796.000000 Penalty: 3692.928711
	Iteration 152Q: 3 clusters Score -1.07148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 84158 members 
Entering Unmasked Estep 
Score: -10714798.000000 Penalty: 3692.928711
	Iteration 153Q: 3 clusters Score -1.07148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 84165 members 
Entering Unmasked Estep 
Score: -10714787.000000 Penalty: 3692.928711
	Iteration 154Q: 3 clusters Score -1.071479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 84172 members 
Entering Unmasked Estep 
Score: -10714797.000000 Penalty: 3692.928711
	Iteration 155Q: 3 clusters Score -1.07148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 84182 members 
Entering Unmasked Estep 
Score: -10714807.000000 Penalty: 3692.928711
	Iteration 156Q: 3 clusters Score -1.071481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 84189 members 
Entering Unmasked Estep 
Score: -10714813.000000 Penalty: 3692.928711
	Iteration 157Q: 3 clusters Score -1.071481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 84197 members 
Entering Unmasked Estep 
Score: -10714811.000000 Penalty: 3692.928711
	Iteration 158Q: 3 clusters Score -1.071481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 84201 members 
Entering Unmasked Estep 
Score: -10714807.000000 Penalty: 3692.928711
	Iteration 159Q: 3 clusters Score -1.071481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 84204 members 
Entering Unmasked Estep 
Score: -10714810.000000 Penalty: 3692.928711
	Iteration 160F: 3 clusters Score -1.071481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 84205 members 
Entering Unmasked Estep 
Score: -10714812.000000 Penalty: 3692.928711
	Iteration 161Q: 3 clusters Score -1.071481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 84208 members 
Entering Unmasked Estep 
Score: -10714812.000000 Penalty: 3692.928711
	Iteration 162Q: 3 clusters Score -1.071481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 84213 members 
Entering Unmasked Estep 
Score: -10714813.000000 Penalty: 3692.928711
	Iteration 163Q: 3 clusters Score -1.071481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -10714817.000000 Penalty: 3692.928711
	Iteration 164Q: 3 clusters Score -1.071482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 84222 members 
Entering Unmasked Estep 
Score: -10714814.000000 Penalty: 3692.928711
	Iteration 165Q: 3 clusters Score -1.071481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 84225 members 
Entering Unmasked Estep 
Score: -10714817.000000 Penalty: 3692.928711
	Iteration 166Q: 3 clusters Score -1.071482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 84226 members 
Entering Unmasked Estep 
Score: -10714810.000000 Penalty: 3692.928711
	Iteration 167Q: 3 clusters Score -1.071481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 84227 members 
Entering Unmasked Estep 
Score: -10714810.000000 Penalty: 3692.928711
	Iteration 168Q: 3 clusters Score -1.071481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 84227 members 
Entering Unmasked Estep 
Score: -10714810.000000 Penalty: 3692.928711
	Iteration 169F: 3 clusters Score -1.071481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -85461.851562 Penalty: 1082.759033
	Iteration 0F: 2 clusters Score -85461.85 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 353 members 
Entering Unmasked Estep 
Score: -84275.281250 Penalty: 2165.518066
	Iteration 0F: 3 clusters Score -84275.28 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -84510.640625 Penalty: 2165.518066
	Iteration 1F: 3 clusters Score -84510.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84577.078125 Penalty: 2165.518066
	Iteration 2F: 3 clusters Score -84577.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -84605.460938 Penalty: 2165.518066
	Iteration 3Q: 3 clusters Score -84605.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84629.429688 Penalty: 2165.518066
	Iteration 4Q: 3 clusters Score -84629.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -84649.507812 Penalty: 2165.518066
	Iteration 5Q: 3 clusters Score -84649.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -84659.257812 Penalty: 2165.518066
	Iteration 6Q: 3 clusters Score -84659.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -84673.804688 Penalty: 2165.518066
	Iteration 7Q: 3 clusters Score -84673.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -84679.023438 Penalty: 2165.518066
	Iteration 8Q: 3 clusters Score -84679.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -84680.257812 Penalty: 2165.518066
	Iteration 9Q: 3 clusters Score -84680.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -84680.664062 Penalty: 2165.518066
	Iteration 10Q: 3 clusters Score -84680.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -84680.664062 Penalty: 2165.518066
	Iteration 11F: 3 clusters Score -84680.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -205290.703125 Penalty: 1205.454346
	Iteration 0F: 2 clusters Score -205290.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -203442.890625 Penalty: 2410.908691
	Iteration 0F: 3 clusters Score -203442.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -203819.687500 Penalty: 2410.908691
	Iteration 1F: 3 clusters Score -203819.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -203887.781250 Penalty: 2410.908691
	Iteration 2F: 3 clusters Score -203887.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -203919.375000 Penalty: 2410.908691
	Iteration 3Q: 3 clusters Score -203919.4 nChanged 32
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: -203938.187500 Penalty: 2410.908691
	Iteration 4Q: 3 clusters Score -203938.2 nChanged 24
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: -203953.750000 Penalty: 2410.908691
	Iteration 5Q: 3 clusters Score -203953.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -203964.312500 Penalty: 2410.908691
	Iteration 6Q: 3 clusters Score -203964.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -203976.421875 Penalty: 2410.908691
	Iteration 7Q: 3 clusters Score -203976.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -203988.953125 Penalty: 2410.908691
	Iteration 8Q: 3 clusters Score -203989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -203997.046875 Penalty: 2410.908691
	Iteration 9Q: 3 clusters Score -203997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -204001.984375 Penalty: 2410.908691
	Iteration 10Q: 3 clusters Score -204002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -204004.468750 Penalty: 2410.908691
	Iteration 11Q: 3 clusters Score -204004.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -204006.640625 Penalty: 2410.908691
	Iteration 12Q: 3 clusters Score -204006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -204007.390625 Penalty: 2410.908691
	Iteration 13Q: 3 clusters Score -204007.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -204007.953125 Penalty: 2410.908691
	Iteration 14Q: 3 clusters Score -204008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -204007.953125 Penalty: 2410.908691
	Iteration 15F: 3 clusters Score -204008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Entering Unmasked Estep 
Score: -3478698.000000 Penalty: 1668.266235
	Iteration 0F: 2 clusters Score -3478698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3459359.500000 Penalty: 3336.532471
	Iteration 0F: 3 clusters Score -3459360 nChanged 13201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -3466831.250000 Penalty: 3336.532471
	Iteration 1F: 3 clusters Score -3466831 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3467155.250000 Penalty: 3336.532471
	Iteration 2Q: 3 clusters Score -3467155 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3467478.000000 Penalty: 3336.532471
	Iteration 3Q: 3 clusters Score -3467478 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3467798.250000 Penalty: 3336.532471
	Iteration 4Q: 3 clusters Score -3467798 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -3468263.000000 Penalty: 3336.532471
	Iteration 5Q: 3 clusters Score -3468263 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -3468928.000000 Penalty: 3336.532471
	Iteration 6Q: 3 clusters Score -3468928 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3469975.000000 Penalty: 3336.532471
	Iteration 7F: 3 clusters Score -3469975 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3471478.750000 Penalty: 3336.532471
	Iteration 8F: 3 clusters Score -3471479 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -3473364.250000 Penalty: 3336.532471
	Iteration 9F: 3 clusters Score -3473364 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3474995.000000 Penalty: 3336.532471
	Iteration 10F: 3 clusters Score -3474995 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3475968.250000 Penalty: 3336.532471
	Iteration 11Q: 3 clusters Score -3475968 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3476531.000000 Penalty: 3336.532471
	Iteration 12Q: 3 clusters Score -3476531 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3476843.500000 Penalty: 3336.532471
	Iteration 13Q: 3 clusters Score -3476844 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3477025.250000 Penalty: 3336.532471
	Iteration 14Q: 3 clusters Score -3477025 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3477103.750000 Penalty: 3336.532471
	Iteration 15Q: 3 clusters Score -3477104 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3477164.000000 Penalty: 3336.532471
	Iteration 16Q: 3 clusters Score -3477164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3477193.750000 Penalty: 3336.532471
	Iteration 17Q: 3 clusters Score -3477194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3477224.500000 Penalty: 3336.532471
	Iteration 18Q: 3 clusters Score -3477224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3477232.000000 Penalty: 3336.532471
	Iteration 19Q: 3 clusters Score -3477232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3477238.750000 Penalty: 3336.532471
	Iteration 20F: 3 clusters Score -3477239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3477242.000000 Penalty: 3336.532471
	Iteration 21Q: 3 clusters Score -3477242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3477250.250000 Penalty: 3336.532471
	Iteration 22Q: 3 clusters Score -3477250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3477258.500000 Penalty: 3336.532471
	Iteration 23Q: 3 clusters Score -3477258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3477262.250000 Penalty: 3336.532471
	Iteration 24Q: 3 clusters Score -3477262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3477269.000000 Penalty: 3336.532471
	Iteration 25Q: 3 clusters Score -3477269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3477271.000000 Penalty: 3336.532471
	Iteration 26Q: 3 clusters Score -3477271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3477272.000000 Penalty: 3336.532471
	Iteration 27Q: 3 clusters Score -3477272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3477273.750000 Penalty: 3336.532471
	Iteration 28Q: 3 clusters Score -3477274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3477273.750000 Penalty: 3336.532471
	Iteration 29Q: 3 clusters Score -3477274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3477275.250000 Penalty: 3336.532471
	Iteration 30Q: 3 clusters Score -3477275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3477277.750000 Penalty: 3336.532471
	Iteration 31Q: 3 clusters Score -3477278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3477276.500000 Penalty: 3336.532471
	Iteration 32Q: 3 clusters Score -3477276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3477280.000000 Penalty: 3336.532471
	Iteration 33Q: 3 clusters Score -3477280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3477280.000000 Penalty: 3336.532471
	Iteration 34F: 3 clusters Score -3477280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Entering Unmasked Estep 
Score: -787104.375000 Penalty: 1430.140869
	Iteration 0F: 2 clusters Score -787104.4 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 3330 members 
Entering Unmasked Estep 
Score: -782149.125000 Penalty: 2860.281738
	Iteration 0F: 3 clusters Score -782149.1 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -783558.375000 Penalty: 2860.281738
	Iteration 1F: 3 clusters Score -783558.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -783749.125000 Penalty: 2860.281738
	Iteration 2F: 3 clusters Score -783749.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -783915.187500 Penalty: 2860.281738
	Iteration 3F: 3 clusters Score -783915.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -784096.687500 Penalty: 2860.281738
	Iteration 4Q: 3 clusters Score -784096.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -784327.437500 Penalty: 2860.281738
	Iteration 5Q: 3 clusters Score -784327.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -784622.000000 Penalty: 2860.281738
	Iteration 6F: 3 clusters Score -784622 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -784952.812500 Penalty: 2860.281738
	Iteration 7F: 3 clusters Score -784952.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -785311.250000 Penalty: 2860.281738
	Iteration 8F: 3 clusters Score -785311.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -785653.187500 Penalty: 2860.281738
	Iteration 9F: 3 clusters Score -785653.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -785986.250000 Penalty: 2860.281738
	Iteration 10Q: 3 clusters Score -785986.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -786187.187500 Penalty: 2860.281738
	Iteration 11Q: 3 clusters Score -786187.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -786260.500000 Penalty: 2860.281738
	Iteration 12Q: 3 clusters Score -786260.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -786295.187500 Penalty: 2860.281738
	Iteration 13Q: 3 clusters Score -786295.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -786313.000000 Penalty: 2860.281738
	Iteration 14Q: 3 clusters Score -786313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -786323.062500 Penalty: 2860.281738
	Iteration 15Q: 3 clusters Score -786323.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -786322.375000 Penalty: 2860.281738
	Iteration 16Q: 3 clusters Score -786322.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -786325.250000 Penalty: 2860.281738
	Iteration 17Q: 3 clusters Score -786325.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -786325.937500 Penalty: 2860.281738
	Iteration 18Q: 3 clusters Score -786325.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -786327.562500 Penalty: 2860.281738
	Iteration 19Q: 3 clusters Score -786327.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -786329.062500 Penalty: 2860.281738
	Iteration 20F: 3 clusters Score -786329.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -786329.500000 Penalty: 2860.281738
	Iteration 21Q: 3 clusters Score -786329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -786329.500000 Penalty: 2860.281738
	Iteration 22F: 3 clusters Score -786329.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Entering Unmasked Estep 
Score: -3840232.500000 Penalty: 1679.902832
	Iteration 0F: 2 clusters Score -3840232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -3819527.750000 Penalty: 3359.805664
	Iteration 0F: 3 clusters Score -3819528 nChanged 14195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3827325.250000 Penalty: 3359.805664
	Iteration 1F: 3 clusters Score -3827325 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3827694.750000 Penalty: 3359.805664
	Iteration 2Q: 3 clusters Score -3827695 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3828050.250000 Penalty: 3359.805664
	Iteration 3Q: 3 clusters Score -3828050 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3828409.250000 Penalty: 3359.805664
	Iteration 4Q: 3 clusters Score -3828409 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -3828729.250000 Penalty: 3359.805664
	Iteration 5Q: 3 clusters Score -3828729 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3829094.500000 Penalty: 3359.805664
	Iteration 6Q: 3 clusters Score -3829094 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3829575.000000 Penalty: 3359.805664
	Iteration 7Q: 3 clusters Score -3829575 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3830199.250000 Penalty: 3359.805664
	Iteration 8Q: 3 clusters Score -3830199 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3831124.750000 Penalty: 3359.805664
	Iteration 9F: 3 clusters Score -3831125 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -3832375.750000 Penalty: 3359.805664
	Iteration 10F: 3 clusters Score -3832376 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3833847.750000 Penalty: 3359.805664
	Iteration 11F: 3 clusters Score -3833848 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -3835065.000000 Penalty: 3359.805664
	Iteration 12F: 3 clusters Score -3835065 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3835825.500000 Penalty: 3359.805664
	Iteration 13Q: 3 clusters Score -3835826 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -3836211.000000 Penalty: 3359.805664
	Iteration 14Q: 3 clusters Score -3836211 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3836440.750000 Penalty: 3359.805664
	Iteration 15Q: 3 clusters Score -3836441 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3836601.000000 Penalty: 3359.805664
	Iteration 16Q: 3 clusters Score -3836601 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3836749.750000 Penalty: 3359.805664
	Iteration 17Q: 3 clusters Score -3836750 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3836896.000000 Penalty: 3359.805664
	Iteration 18Q: 3 clusters Score -3836896 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -3837027.000000 Penalty: 3359.805664
	Iteration 19Q: 3 clusters Score -3837027 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -3837138.250000 Penalty: 3359.805664
	Iteration 20F: 3 clusters Score -3837138 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -3837284.250000 Penalty: 3359.805664
	Iteration 21Q: 3 clusters Score -3837284 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3837403.500000 Penalty: 3359.805664
	Iteration 22Q: 3 clusters Score -3837404 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -3837529.500000 Penalty: 3359.805664
	Iteration 23Q: 3 clusters Score -3837530 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -3837614.250000 Penalty: 3359.805664
	Iteration 24Q: 3 clusters Score -3837614 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -3837703.750000 Penalty: 3359.805664
	Iteration 25Q: 3 clusters Score -3837704 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -3837764.000000 Penalty: 3359.805664
	Iteration 26Q: 3 clusters Score -3837764 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -3837837.000000 Penalty: 3359.805664
	Iteration 27Q: 3 clusters Score -3837837 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -3837879.250000 Penalty: 3359.805664
	Iteration 28Q: 3 clusters Score -3837879 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3837926.000000 Penalty: 3359.805664
	Iteration 29Q: 3 clusters Score -3837926 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3837995.500000 Penalty: 3359.805664
	Iteration 30Q: 3 clusters Score -3837996 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3838037.500000 Penalty: 3359.805664
	Iteration 31Q: 3 clusters Score -3838038 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -3838090.750000 Penalty: 3359.805664
	Iteration 32Q: 3 clusters Score -3838091 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -3838141.000000 Penalty: 3359.805664
	Iteration 33Q: 3 clusters Score -3838141 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3838201.500000 Penalty: 3359.805664
	Iteration 34Q: 3 clusters Score -3838202 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3838241.750000 Penalty: 3359.805664
	Iteration 35Q: 3 clusters Score -3838242 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3838287.250000 Penalty: 3359.805664
	Iteration 36Q: 3 clusters Score -3838287 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -3838339.000000 Penalty: 3359.805664
	Iteration 37Q: 3 clusters Score -3838339 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -3838394.250000 Penalty: 3359.805664
	Iteration 38Q: 3 clusters Score -3838394 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3838423.000000 Penalty: 3359.805664
	Iteration 39Q: 3 clusters Score -3838423 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3838461.000000 Penalty: 3359.805664
	Iteration 40F: 3 clusters Score -3838461 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3838505.750000 Penalty: 3359.805664
	Iteration 41Q: 3 clusters Score -3838506 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -3838540.500000 Penalty: 3359.805664
	Iteration 42Q: 3 clusters Score -3838540 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3838560.000000 Penalty: 3359.805664
	Iteration 43Q: 3 clusters Score -3838560 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3838601.500000 Penalty: 3359.805664
	Iteration 44Q: 3 clusters Score -3838602 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3838643.000000 Penalty: 3359.805664
	Iteration 45Q: 3 clusters Score -3838643 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3838683.000000 Penalty: 3359.805664
	Iteration 46Q: 3 clusters Score -3838683 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3838687.000000 Penalty: 3359.805664
	Iteration 47Q: 3 clusters Score -3838687 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3838712.000000 Penalty: 3359.805664
	Iteration 48Q: 3 clusters Score -3838712 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3838741.750000 Penalty: 3359.805664
	Iteration 49Q: 3 clusters Score -3838742 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3838761.500000 Penalty: 3359.805664
	Iteration 50Q: 3 clusters Score -3838762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3838775.250000 Penalty: 3359.805664
	Iteration 51Q: 3 clusters Score -3838775 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3838777.000000 Penalty: 3359.805664
	Iteration 52Q: 3 clusters Score -3838777 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3838784.000000 Penalty: 3359.805664
	Iteration 53Q: 3 clusters Score -3838784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3838802.250000 Penalty: 3359.805664
	Iteration 54Q: 3 clusters Score -3838802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3838825.500000 Penalty: 3359.805664
	Iteration 55Q: 3 clusters Score -3838826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3838831.250000 Penalty: 3359.805664
	Iteration 56Q: 3 clusters Score -3838831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3838832.500000 Penalty: 3359.805664
	Iteration 57Q: 3 clusters Score -3838832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3838849.250000 Penalty: 3359.805664
	Iteration 58Q: 3 clusters Score -3838849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3838860.500000 Penalty: 3359.805664
	Iteration 59Q: 3 clusters Score -3838860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3838862.000000 Penalty: 3359.805664
	Iteration 60F: 3 clusters Score -3838862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3838862.750000 Penalty: 3359.805664
	Iteration 61Q: 3 clusters Score -3838863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3838874.750000 Penalty: 3359.805664
	Iteration 62Q: 3 clusters Score -3838875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3838887.750000 Penalty: 3359.805664
	Iteration 63Q: 3 clusters Score -3838888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3838898.250000 Penalty: 3359.805664
	Iteration 64Q: 3 clusters Score -3838898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3838896.500000 Penalty: 3359.805664
	Iteration 65Q: 3 clusters Score -3838896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3838893.000000 Penalty: 3359.805664
	Iteration 66Q: 3 clusters Score -3838893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3838900.500000 Penalty: 3359.805664
	Iteration 67Q: 3 clusters Score -3838900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3838900.500000 Penalty: 3359.805664
	Iteration 68Q: 3 clusters Score -3838900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3838900.750000 Penalty: 3359.805664
	Iteration 69Q: 3 clusters Score -3838901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3838897.750000 Penalty: 3359.805664
	Iteration 70Q: 3 clusters Score -3838898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3838903.250000 Penalty: 3359.805664
	Iteration 71Q: 3 clusters Score -3838903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3838899.250000 Penalty: 3359.805664
	Iteration 72Q: 3 clusters Score -3838899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3838899.000000 Penalty: 3359.805664
	Iteration 73Q: 3 clusters Score -3838899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3838903.500000 Penalty: 3359.805664
	Iteration 74Q: 3 clusters Score -3838904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3838903.750000 Penalty: 3359.805664
	Iteration 75Q: 3 clusters Score -3838904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3838903.750000 Penalty: 3359.805664
	Iteration 76Q: 3 clusters Score -3838904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3838912.500000 Penalty: 3359.805664
	Iteration 77Q: 3 clusters Score -3838912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3838914.500000 Penalty: 3359.805664
	Iteration 78Q: 3 clusters Score -3838914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3838915.500000 Penalty: 3359.805664
	Iteration 79Q: 3 clusters Score -3838916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3838921.750000 Penalty: 3359.805664
	Iteration 80F: 3 clusters Score -3838922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3838917.750000 Penalty: 3359.805664
	Iteration 81Q: 3 clusters Score -3838918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3838916.750000 Penalty: 3359.805664
	Iteration 82Q: 3 clusters Score -3838917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3838918.000000 Penalty: 3359.805664
	Iteration 83Q: 3 clusters Score -3838918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3838921.750000 Penalty: 3359.805664
	Iteration 84Q: 3 clusters Score -3838922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3838923.500000 Penalty: 3359.805664
	Iteration 85Q: 3 clusters Score -3838924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3838920.250000 Penalty: 3359.805664
	Iteration 86Q: 3 clusters Score -3838920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3838922.750000 Penalty: 3359.805664
	Iteration 87Q: 3 clusters Score -3838923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3838927.000000 Penalty: 3359.805664
	Iteration 88Q: 3 clusters Score -3838927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3838923.750000 Penalty: 3359.805664
	Iteration 89Q: 3 clusters Score -3838924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3838917.500000 Penalty: 3359.805664
	Iteration 90Q: 3 clusters Score -3838918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3838924.500000 Penalty: 3359.805664
	Iteration 91Q: 3 clusters Score -3838924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3838931.000000 Penalty: 3359.805664
	Iteration 92Q: 3 clusters Score -3838931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3838927.750000 Penalty: 3359.805664
	Iteration 93Q: 3 clusters Score -3838928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3838933.250000 Penalty: 3359.805664
	Iteration 94Q: 3 clusters Score -3838933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3838929.750000 Penalty: 3359.805664
	Iteration 95Q: 3 clusters Score -3838930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3838931.750000 Penalty: 3359.805664
	Iteration 96Q: 3 clusters Score -3838932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3838934.250000 Penalty: 3359.805664
	Iteration 97Q: 3 clusters Score -3838934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3838932.750000 Penalty: 3359.805664
	Iteration 98Q: 3 clusters Score -3838933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3838933.500000 Penalty: 3359.805664
	Iteration 99Q: 3 clusters Score -3838934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3838933.500000 Penalty: 3359.805664
	Iteration 100F: 3 clusters Score -3838934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3838935.500000 Penalty: 3359.805664
	Iteration 101Q: 3 clusters Score -3838936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3838940.500000 Penalty: 3359.805664
	Iteration 102Q: 3 clusters Score -3838940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3838940.250000 Penalty: 3359.805664
	Iteration 103Q: 3 clusters Score -3838940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3838940.750000 Penalty: 3359.805664
	Iteration 104Q: 3 clusters Score -3838941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3838950.250000 Penalty: 3359.805664
	Iteration 105Q: 3 clusters Score -3838950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3838954.000000 Penalty: 3359.805664
	Iteration 106Q: 3 clusters Score -3838954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3838952.750000 Penalty: 3359.805664
	Iteration 107Q: 3 clusters Score -3838953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3838960.750000 Penalty: 3359.805664
	Iteration 108Q: 3 clusters Score -3838961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3838957.500000 Penalty: 3359.805664
	Iteration 109Q: 3 clusters Score -3838958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3838954.750000 Penalty: 3359.805664
	Iteration 110Q: 3 clusters Score -3838955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3838954.750000 Penalty: 3359.805664
	Iteration 111F: 3 clusters Score -3838955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69144 members 
Entering Unmasked Estep 
Score: -8615352.000000 Penalty: 1810.891357
	Iteration 0F: 2 clusters Score -8615352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -8570177.000000 Penalty: 3621.782715
	Iteration 0F: 3 clusters Score -8570177 nChanged 32684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -8589099.000000 Penalty: 3621.782715
	Iteration 1F: 3 clusters Score -8589099 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -8589806.000000 Penalty: 3621.782715
	Iteration 2Q: 3 clusters Score -8589806 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -8590923.000000 Penalty: 3621.782715
	Iteration 3Q: 3 clusters Score -8590923 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -8592642.000000 Penalty: 3621.782715
	Iteration 4F: 3 clusters Score -8592642 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -8595625.000000 Penalty: 3621.782715
	Iteration 5F: 3 clusters Score -8595625 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -8600374.000000 Penalty: 3621.782715
	Iteration 6F: 3 clusters Score -8600374 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -8605983.000000 Penalty: 3621.782715
	Iteration 7F: 3 clusters Score -8605983 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -8610555.000000 Penalty: 3621.782715
	Iteration 8F: 3 clusters Score -8610555 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8612730.000000 Penalty: 3621.782715
	Iteration 9Q: 3 clusters Score -8612730 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8613399.000000 Penalty: 3621.782715
	Iteration 10Q: 3 clusters Score -8613399 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8613606.000000 Penalty: 3621.782715
	Iteration 11Q: 3 clusters Score -8613606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68981 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8613693.000000 Penalty: 3621.782715
	Iteration 12Q: 3 clusters Score -8613693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68987 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8613730.000000 Penalty: 3621.782715
	Iteration 13Q: 3 clusters Score -8613730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68992 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8613743.000000 Penalty: 3621.782715
	Iteration 14Q: 3 clusters Score -8613743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68994 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8613752.000000 Penalty: 3621.782715
	Iteration 15Q: 3 clusters Score -8613752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68992 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8613754.000000 Penalty: 3621.782715
	Iteration 16Q: 3 clusters Score -8613754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68993 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -8613752.000000 Penalty: 3621.782715
	Iteration 17Q: 3 clusters Score -8613752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68994 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8613758.000000 Penalty: 3621.782715
	Iteration 18Q: 3 clusters Score -8613758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -8613757.000000 Penalty: 3621.782715
	Iteration 19Q: 3 clusters Score -8613757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68992 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8613758.000000 Penalty: 3621.782715
	Iteration 20F: 3 clusters Score -8613758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (72245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72245 members 
Entering Unmasked Estep 
Score: -8945467.000000 Penalty: 1818.020508
	Iteration 0F: 2 clusters Score -8945467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -8897694.000000 Penalty: 3636.041016
	Iteration 0F: 3 clusters Score -8897694 nChanged 34326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -8917509.000000 Penalty: 3636.041016
	Iteration 1F: 3 clusters Score -8917509 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -8918181.000000 Penalty: 3636.041016
	Iteration 2Q: 3 clusters Score -8918181 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -8919030.000000 Penalty: 3636.041016
	Iteration 3Q: 3 clusters Score -8919030 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -8920111.000000 Penalty: 3636.041016
	Iteration 4Q: 3 clusters Score -8920111 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -8921577.000000 Penalty: 3636.041016
	Iteration 5Q: 3 clusters Score -8921577 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -8923688.000000 Penalty: 3636.041016
	Iteration 6F: 3 clusters Score -8923688 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -8926782.000000 Penalty: 3636.041016
	Iteration 7F: 3 clusters Score -8926782 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -8930716.000000 Penalty: 3636.041016
	Iteration 8F: 3 clusters Score -8930716 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -8935160.000000 Penalty: 3636.041016
	Iteration 9F: 3 clusters Score -8935160 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -8938727.000000 Penalty: 3636.041016
	Iteration 10F: 3 clusters Score -8938727 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -8940412.000000 Penalty: 3636.041016
	Iteration 11Q: 3 clusters Score -8940412 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -8941212.000000 Penalty: 3636.041016
	Iteration 12Q: 3 clusters Score -8941212 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -8941724.000000 Penalty: 3636.041016
	Iteration 13Q: 3 clusters Score -8941724 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 57609 members 
Entering Unmasked Estep 
Score: -8942098.000000 Penalty: 3636.041016
	Iteration 14Q: 3 clusters Score -8942098 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 58254 members 
Entering Unmasked Estep 
Score: -8942400.000000 Penalty: 3636.041016
	Iteration 15Q: 3 clusters Score -8942400 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -8942653.000000 Penalty: 3636.041016
	Iteration 16Q: 3 clusters Score -8942653 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -8942867.000000 Penalty: 3636.041016
	Iteration 17Q: 3 clusters Score -8942867 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -8942975.000000 Penalty: 3636.041016
	Iteration 18Q: 3 clusters Score -8942975 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -8943103.000000 Penalty: 3636.041016
	Iteration 19Q: 3 clusters Score -8943103 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -8943240.000000 Penalty: 3636.041016
	Iteration 20F: 3 clusters Score -8943240 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -8943387.000000 Penalty: 3636.041016
	Iteration 21Q: 3 clusters Score -8943387 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -8943498.000000 Penalty: 3636.041016
	Iteration 22Q: 3 clusters Score -8943498 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -8943576.000000 Penalty: 3636.041016
	Iteration 23Q: 3 clusters Score -8943576 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
Score: -8943657.000000 Penalty: 3636.041016
	Iteration 24Q: 3 clusters Score -8943657 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -8943725.000000 Penalty: 3636.041016
	Iteration 25Q: 3 clusters Score -8943725 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -8943765.000000 Penalty: 3636.041016
	Iteration 26Q: 3 clusters Score -8943765 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 63709 members 
Entering Unmasked Estep 
Score: -8943826.000000 Penalty: 3636.041016
	Iteration 27Q: 3 clusters Score -8943826 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 64062 members 
Entering Unmasked Estep 
Score: -8943931.000000 Penalty: 3636.041016
	Iteration 28Q: 3 clusters Score -8943931 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -8943956.000000 Penalty: 3636.041016
	Iteration 29Q: 3 clusters Score -8943956 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -8943995.000000 Penalty: 3636.041016
	Iteration 30Q: 3 clusters Score -8943995 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -8944032.000000 Penalty: 3636.041016
	Iteration 31Q: 3 clusters Score -8944032 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -8944052.000000 Penalty: 3636.041016
	Iteration 32Q: 3 clusters Score -8944052 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 65436 members 
Entering Unmasked Estep 
Score: -8944079.000000 Penalty: 3636.041016
	Iteration 33Q: 3 clusters Score -8944079 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 65643 members 
Entering Unmasked Estep 
Score: -8944119.000000 Penalty: 3636.041016
	Iteration 34Q: 3 clusters Score -8944119 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 65834 members 
Entering Unmasked Estep 
Score: -8944145.000000 Penalty: 3636.041016
	Iteration 35Q: 3 clusters Score -8944145 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -8944168.000000 Penalty: 3636.041016
	Iteration 36Q: 3 clusters Score -8944168 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 66205 members 
Entering Unmasked Estep 
Score: -8944185.000000 Penalty: 3636.041016
	Iteration 37Q: 3 clusters Score -8944185 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -8944172.000000 Penalty: 3636.041016
	Iteration 38Q: 3 clusters Score -8944172 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 66547 members 
Entering Unmasked Estep 
Score: -8944188.000000 Penalty: 3636.041016
	Iteration 39Q: 3 clusters Score -8944188 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 66699 members 
Entering Unmasked Estep 
Score: -8944234.000000 Penalty: 3636.041016
	Iteration 40F: 3 clusters Score -8944234 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 66850 members 
Entering Unmasked Estep 
Score: -8944261.000000 Penalty: 3636.041016
	Iteration 41Q: 3 clusters Score -8944261 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 66997 members 
Entering Unmasked Estep 
Score: -8944273.000000 Penalty: 3636.041016
	Iteration 42Q: 3 clusters Score -8944273 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 67141 members 
Entering Unmasked Estep 
Score: -8944279.000000 Penalty: 3636.041016
	Iteration 43Q: 3 clusters Score -8944279 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 67270 members 
Entering Unmasked Estep 
Score: -8944288.000000 Penalty: 3636.041016
	Iteration 44Q: 3 clusters Score -8944288 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 67397 members 
Entering Unmasked Estep 
Score: -8944282.000000 Penalty: 3636.041016
	Iteration 45Q: 3 clusters Score -8944282 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
Score: -8944284.000000 Penalty: 3636.041016
	Iteration 46Q: 3 clusters Score -8944284 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -8944294.000000 Penalty: 3636.041016
	Iteration 47Q: 3 clusters Score -8944294 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 67700 members 
Entering Unmasked Estep 
Score: -8944298.000000 Penalty: 3636.041016
	Iteration 48Q: 3 clusters Score -8944298 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 67791 members 
Entering Unmasked Estep 
Score: -8944333.000000 Penalty: 3636.041016
	Iteration 49Q: 3 clusters Score -8944333 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -8944360.000000 Penalty: 3636.041016
	Iteration 50Q: 3 clusters Score -8944360 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -8944384.000000 Penalty: 3636.041016
	Iteration 51Q: 3 clusters Score -8944384 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 68066 members 
Entering Unmasked Estep 
Score: -8944379.000000 Penalty: 3636.041016
	Iteration 52Q: 3 clusters Score -8944379 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -8944380.000000 Penalty: 3636.041016
	Iteration 53Q: 3 clusters Score -8944380 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 68247 members 
Entering Unmasked Estep 
Score: -8944376.000000 Penalty: 3636.041016
	Iteration 54Q: 3 clusters Score -8944376 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 68318 members 
Entering Unmasked Estep 
Score: -8944404.000000 Penalty: 3636.041016
	Iteration 55Q: 3 clusters Score -8944404 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -8944426.000000 Penalty: 3636.041016
	Iteration 56Q: 3 clusters Score -8944426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -8944425.000000 Penalty: 3636.041016
	Iteration 57Q: 3 clusters Score -8944425 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 68530 members 
Entering Unmasked Estep 
Score: -8944420.000000 Penalty: 3636.041016
	Iteration 58Q: 3 clusters Score -8944420 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -8944423.000000 Penalty: 3636.041016
	Iteration 59Q: 3 clusters Score -8944423 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 68682 members 
Entering Unmasked Estep 
Score: -8944479.000000 Penalty: 3636.041016
	Iteration 60F: 3 clusters Score -8944479 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -8944473.000000 Penalty: 3636.041016
	Iteration 61Q: 3 clusters Score -8944473 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 68856 members 
Entering Unmasked Estep 
Score: -8944495.000000 Penalty: 3636.041016
	Iteration 62Q: 3 clusters Score -8944495 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -8944508.000000 Penalty: 3636.041016
	Iteration 63Q: 3 clusters Score -8944508 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -8944523.000000 Penalty: 3636.041016
	Iteration 64Q: 3 clusters Score -8944523 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -8944517.000000 Penalty: 3636.041016
	Iteration 65Q: 3 clusters Score -8944517 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -8944535.000000 Penalty: 3636.041016
	Iteration 66Q: 3 clusters Score -8944535 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 69314 members 
Entering Unmasked Estep 
Score: -8944521.000000 Penalty: 3636.041016
	Iteration 67Q: 3 clusters Score -8944521 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -8944553.000000 Penalty: 3636.041016
	Iteration 68Q: 3 clusters Score -8944553 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 69507 members 
Entering Unmasked Estep 
Score: -8944571.000000 Penalty: 3636.041016
	Iteration 69Q: 3 clusters Score -8944571 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 69601 members 
Entering Unmasked Estep 
Score: -8944550.000000 Penalty: 3636.041016
	Iteration 70Q: 3 clusters Score -8944550 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 69678 members 
Entering Unmasked Estep 
Score: -8944554.000000 Penalty: 3636.041016
	Iteration 71Q: 3 clusters Score -8944554 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -8944537.000000 Penalty: 3636.041016
	Iteration 72Q: 3 clusters Score -8944537 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 69831 members 
Entering Unmasked Estep 
Score: -8944545.000000 Penalty: 3636.041016
	Iteration 73Q: 3 clusters Score -8944545 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 69898 members 
Entering Unmasked Estep 
Score: -8944563.000000 Penalty: 3636.041016
	Iteration 74Q: 3 clusters Score -8944563 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 69965 members 
Entering Unmasked Estep 
Score: -8944576.000000 Penalty: 3636.041016
	Iteration 75Q: 3 clusters Score -8944576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -8944543.000000 Penalty: 3636.041016
	Iteration 76Q: 3 clusters Score -8944543 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 70099 members 
Entering Unmasked Estep 
Score: -8944550.000000 Penalty: 3636.041016
	Iteration 77Q: 3 clusters Score -8944550 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 70149 members 
Entering Unmasked Estep 
Score: -8944557.000000 Penalty: 3636.041016
	Iteration 78Q: 3 clusters Score -8944557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 70202 members 
Entering Unmasked Estep 
Score: -8944573.000000 Penalty: 3636.041016
	Iteration 79Q: 3 clusters Score -8944573 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 70261 members 
Entering Unmasked Estep 
Score: -8944578.000000 Penalty: 3636.041016
	Iteration 80F: 3 clusters Score -8944578 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 70331 members 
Entering Unmasked Estep 
Score: -8944564.000000 Penalty: 3636.041016
	Iteration 81Q: 3 clusters Score -8944564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -8944551.000000 Penalty: 3636.041016
	Iteration 82Q: 3 clusters Score -8944551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 70447 members 
Entering Unmasked Estep 
Score: -8944533.000000 Penalty: 3636.041016
	Iteration 83Q: 3 clusters Score -8944533 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -8944538.000000 Penalty: 3636.041016
	Iteration 84Q: 3 clusters Score -8944538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 70537 members 
Entering Unmasked Estep 
Score: -8944550.000000 Penalty: 3636.041016
	Iteration 85Q: 3 clusters Score -8944550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 70572 members 
Entering Unmasked Estep 
Score: -8944541.000000 Penalty: 3636.041016
	Iteration 86Q: 3 clusters Score -8944541 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 70611 members 
Entering Unmasked Estep 
Score: -8944536.000000 Penalty: 3636.041016
	Iteration 87Q: 3 clusters Score -8944536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -8944540.000000 Penalty: 3636.041016
	Iteration 88Q: 3 clusters Score -8944540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -8944544.000000 Penalty: 3636.041016
	Iteration 89Q: 3 clusters Score -8944544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 70688 members 
Entering Unmasked Estep 
Score: -8944547.000000 Penalty: 3636.041016
	Iteration 90Q: 3 clusters Score -8944547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -8944537.000000 Penalty: 3636.041016
	Iteration 91Q: 3 clusters Score -8944537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 70700 members 
Entering Unmasked Estep 
Score: -8944530.000000 Penalty: 3636.041016
	Iteration 92Q: 3 clusters Score -8944530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 70710 members 
Entering Unmasked Estep 
Score: -8944542.000000 Penalty: 3636.041016
	Iteration 93Q: 3 clusters Score -8944542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -8944543.000000 Penalty: 3636.041016
	Iteration 94Q: 3 clusters Score -8944543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 70728 members 
Entering Unmasked Estep 
Score: -8944544.000000 Penalty: 3636.041016
	Iteration 95Q: 3 clusters Score -8944544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 70740 members 
Entering Unmasked Estep 
Score: -8944535.000000 Penalty: 3636.041016
	Iteration 96Q: 3 clusters Score -8944535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 70753 members 
Entering Unmasked Estep 
Score: -8944530.000000 Penalty: 3636.041016
	Iteration 97Q: 3 clusters Score -8944530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 70762 members 
Entering Unmasked Estep 
Score: -8944538.000000 Penalty: 3636.041016
	Iteration 98Q: 3 clusters Score -8944538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 70773 members 
Entering Unmasked Estep 
Score: -8944537.000000 Penalty: 3636.041016
	Iteration 99Q: 3 clusters Score -8944537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -8944539.000000 Penalty: 3636.041016
	Iteration 100F: 3 clusters Score -8944539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -8944545.000000 Penalty: 3636.041016
	Iteration 101Q: 3 clusters Score -8944545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 70790 members 
Entering Unmasked Estep 
Score: -8944547.000000 Penalty: 3636.041016
	Iteration 102Q: 3 clusters Score -8944547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 70792 members 
Entering Unmasked Estep 
Score: -8944538.000000 Penalty: 3636.041016
	Iteration 103Q: 3 clusters Score -8944538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 70792 members 
Entering Unmasked Estep 
Score: -8944538.000000 Penalty: 3636.041016
	Iteration 104F: 3 clusters Score -8944538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76316 members 
Entering Unmasked Estep 
Score: -9484664.000000 Penalty: 1826.928589
	Iteration 0F: 2 clusters Score -9484664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -9435508.000000 Penalty: 3653.857178
	Iteration 0F: 3 clusters Score -9435508 nChanged 36188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -9456442.000000 Penalty: 3653.857178
	Iteration 1F: 3 clusters Score -9456442 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -9457363.000000 Penalty: 3653.857178
	Iteration 2Q: 3 clusters Score -9457363 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -9458600.000000 Penalty: 3653.857178
	Iteration 3Q: 3 clusters Score -9458600 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -9460097.000000 Penalty: 3653.857178
	Iteration 4Q: 3 clusters Score -9460097 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -9461999.000000 Penalty: 3653.857178
	Iteration 5Q: 3 clusters Score -9461999 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -9464120.000000 Penalty: 3653.857178
	Iteration 6F: 3 clusters Score -9464120 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -9466439.000000 Penalty: 3653.857178
	Iteration 7F: 3 clusters Score -9466439 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -9469113.000000 Penalty: 3653.857178
	Iteration 8F: 3 clusters Score -9469113 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61342 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -9472075.000000 Penalty: 3653.857178
	Iteration 9F: 3 clusters Score -9472075 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -9475100.000000 Penalty: 3653.857178
	Iteration 10F: 3 clusters Score -9475100 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68824 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -9477627.000000 Penalty: 3653.857178
	Iteration 11Q: 3 clusters Score -9477627 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71385 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -9479572.000000 Penalty: 3653.857178
	Iteration 12Q: 3 clusters Score -9479572 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73093 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -9480819.000000 Penalty: 3653.857178
	Iteration 13Q: 3 clusters Score -9480819 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74143 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -9481648.000000 Penalty: 3653.857178
	Iteration 14Q: 3 clusters Score -9481648 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74792 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -9482123.000000 Penalty: 3653.857178
	Iteration 15Q: 3 clusters Score -9482123 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9482439.000000 Penalty: 3653.857178
	Iteration 16Q: 3 clusters Score -9482439 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75432 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9482610.000000 Penalty: 3653.857178
	Iteration 17Q: 3 clusters Score -9482610 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75593 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9482712.000000 Penalty: 3653.857178
	Iteration 18Q: 3 clusters Score -9482712 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9482817.000000 Penalty: 3653.857178
	Iteration 19Q: 3 clusters Score -9482817 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9482877.000000 Penalty: 3653.857178
	Iteration 20F: 3 clusters Score -9482877 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9482907.000000 Penalty: 3653.857178
	Iteration 21Q: 3 clusters Score -9482907 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75841 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9482944.000000 Penalty: 3653.857178
	Iteration 22Q: 3 clusters Score -9482944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9482951.000000 Penalty: 3653.857178
	Iteration 23Q: 3 clusters Score -9482951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9482960.000000 Penalty: 3653.857178
	Iteration 24Q: 3 clusters Score -9482960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9482972.000000 Penalty: 3653.857178
	Iteration 25Q: 3 clusters Score -9482972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75895 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9482991.000000 Penalty: 3653.857178
	Iteration 26Q: 3 clusters Score -9482991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75902 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9482997.000000 Penalty: 3653.857178
	Iteration 27Q: 3 clusters Score -9482997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9483000.000000 Penalty: 3653.857178
	Iteration 28Q: 3 clusters Score -9483000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9483012.000000 Penalty: 3653.857178
	Iteration 29Q: 3 clusters Score -9483012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9483024.000000 Penalty: 3653.857178
	Iteration 30Q: 3 clusters Score -9483024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9483037.000000 Penalty: 3653.857178
	Iteration 31Q: 3 clusters Score -9483037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9483033.000000 Penalty: 3653.857178
	Iteration 32Q: 3 clusters Score -9483033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75937 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9483035.000000 Penalty: 3653.857178
	Iteration 33Q: 3 clusters Score -9483035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9483035.000000 Penalty: 3653.857178
	Iteration 34Q: 3 clusters Score -9483035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9483049.000000 Penalty: 3653.857178
	Iteration 35Q: 3 clusters Score -9483049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9483049.000000 Penalty: 3653.857178
	Iteration 36Q: 3 clusters Score -9483049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75957 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9483048.000000 Penalty: 3653.857178
	Iteration 37Q: 3 clusters Score -9483048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9483057.000000 Penalty: 3653.857178
	Iteration 38Q: 3 clusters Score -9483057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75965 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9483049.000000 Penalty: 3653.857178
	Iteration 39Q: 3 clusters Score -9483049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9483053.000000 Penalty: 3653.857178
	Iteration 40F: 3 clusters Score -9483053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75969 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9483055.000000 Penalty: 3653.857178
	Iteration 41Q: 3 clusters Score -9483055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75969 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9483055.000000 Penalty: 3653.857178
	Iteration 42F: 3 clusters Score -9483055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Entering Unmasked Estep 
Score: -5216617.500000 Penalty: 1729.649292
	Iteration 0F: 2 clusters Score -5216618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -5188532.000000 Penalty: 3459.298584
	Iteration 0F: 3 clusters Score -5188532 nChanged 19583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -5199915.000000 Penalty: 3459.298584
	Iteration 1F: 3 clusters Score -5199915 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -5200547.000000 Penalty: 3459.298584
	Iteration 2Q: 3 clusters Score -5200547 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -5201277.000000 Penalty: 3459.298584
	Iteration 3Q: 3 clusters Score -5201277 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -5202147.000000 Penalty: 3459.298584
	Iteration 4Q: 3 clusters Score -5202147 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -5203187.500000 Penalty: 3459.298584
	Iteration 5Q: 3 clusters Score -5203188 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -5204337.000000 Penalty: 3459.298584
	Iteration 6F: 3 clusters Score -5204337 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -5205583.500000 Penalty: 3459.298584
	Iteration 7F: 3 clusters Score -5205584 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -5207114.500000 Penalty: 3459.298584
	Iteration 8F: 3 clusters Score -5207114 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -5208689.000000 Penalty: 3459.298584
	Iteration 9F: 3 clusters Score -5208689 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -5209738.500000 Penalty: 3459.298584
	Iteration 10Q: 3 clusters Score -5209738 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -5210428.000000 Penalty: 3459.298584
	Iteration 11Q: 3 clusters Score -5210428 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -5210829.500000 Penalty: 3459.298584
	Iteration 12Q: 3 clusters Score -5210830 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -5211078.000000 Penalty: 3459.298584
	Iteration 13Q: 3 clusters Score -5211078 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -5211294.500000 Penalty: 3459.298584
	Iteration 14Q: 3 clusters Score -5211294 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -5211497.000000 Penalty: 3459.298584
	Iteration 15Q: 3 clusters Score -5211497 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -5211686.500000 Penalty: 3459.298584
	Iteration 16Q: 3 clusters Score -5211686 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -5211855.500000 Penalty: 3459.298584
	Iteration 17Q: 3 clusters Score -5211856 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -5212043.500000 Penalty: 3459.298584
	Iteration 18Q: 3 clusters Score -5212044 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -5212219.500000 Penalty: 3459.298584
	Iteration 19Q: 3 clusters Score -5212220 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -5212392.500000 Penalty: 3459.298584
	Iteration 20F: 3 clusters Score -5212392 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -5212543.500000 Penalty: 3459.298584
	Iteration 21Q: 3 clusters Score -5212544 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -5212677.000000 Penalty: 3459.298584
	Iteration 22Q: 3 clusters Score -5212677 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -5212797.000000 Penalty: 3459.298584
	Iteration 23Q: 3 clusters Score -5212797 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -5212917.500000 Penalty: 3459.298584
	Iteration 24Q: 3 clusters Score -5212918 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -5213039.500000 Penalty: 3459.298584
	Iteration 25Q: 3 clusters Score -5213040 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -5213156.500000 Penalty: 3459.298584
	Iteration 26Q: 3 clusters Score -5213156 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -5213270.000000 Penalty: 3459.298584
	Iteration 27Q: 3 clusters Score -5213270 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -5213345.500000 Penalty: 3459.298584
	Iteration 28Q: 3 clusters Score -5213346 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -5213439.500000 Penalty: 3459.298584
	Iteration 29Q: 3 clusters Score -5213440 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -5213527.000000 Penalty: 3459.298584
	Iteration 30Q: 3 clusters Score -5213527 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -5213605.000000 Penalty: 3459.298584
	Iteration 31Q: 3 clusters Score -5213605 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -5213671.000000 Penalty: 3459.298584
	Iteration 32Q: 3 clusters Score -5213671 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -5213769.000000 Penalty: 3459.298584
	Iteration 33Q: 3 clusters Score -5213769 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -5213819.500000 Penalty: 3459.298584
	Iteration 34Q: 3 clusters Score -5213820 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -5213885.000000 Penalty: 3459.298584
	Iteration 35Q: 3 clusters Score -5213885 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -5213941.000000 Penalty: 3459.298584
	Iteration 36Q: 3 clusters Score -5213941 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -5213991.500000 Penalty: 3459.298584
	Iteration 37Q: 3 clusters Score -5213992 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -5214070.000000 Penalty: 3459.298584
	Iteration 38Q: 3 clusters Score -5214070 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -5214120.000000 Penalty: 3459.298584
	Iteration 39Q: 3 clusters Score -5214120 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -5214190.000000 Penalty: 3459.298584
	Iteration 40F: 3 clusters Score -5214190 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -5214248.500000 Penalty: 3459.298584
	Iteration 41Q: 3 clusters Score -5214248 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -5214309.000000 Penalty: 3459.298584
	Iteration 42Q: 3 clusters Score -5214309 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -5214369.000000 Penalty: 3459.298584
	Iteration 43Q: 3 clusters Score -5214369 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -5214425.500000 Penalty: 3459.298584
	Iteration 44Q: 3 clusters Score -5214426 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -5214491.500000 Penalty: 3459.298584
	Iteration 45Q: 3 clusters Score -5214492 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -5214550.000000 Penalty: 3459.298584
	Iteration 46Q: 3 clusters Score -5214550 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -5214617.500000 Penalty: 3459.298584
	Iteration 47Q: 3 clusters Score -5214618 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -5214651.000000 Penalty: 3459.298584
	Iteration 48Q: 3 clusters Score -5214651 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -5214708.500000 Penalty: 3459.298584
	Iteration 49Q: 3 clusters Score -5214708 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -5214764.500000 Penalty: 3459.298584
	Iteration 50Q: 3 clusters Score -5214764 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -5214816.000000 Penalty: 3459.298584
	Iteration 51Q: 3 clusters Score -5214816 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -5214876.000000 Penalty: 3459.298584
	Iteration 52Q: 3 clusters Score -5214876 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -5214929.500000 Penalty: 3459.298584
	Iteration 53Q: 3 clusters Score -5214930 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -5214976.000000 Penalty: 3459.298584
	Iteration 54Q: 3 clusters Score -5214976 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -5215010.500000 Penalty: 3459.298584
	Iteration 55Q: 3 clusters Score -5215010 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -5215014.000000 Penalty: 3459.298584
	Iteration 56Q: 3 clusters Score -5215014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -5215030.500000 Penalty: 3459.298584
	Iteration 57Q: 3 clusters Score -5215030 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -5215052.000000 Penalty: 3459.298584
	Iteration 58Q: 3 clusters Score -5215052 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -5215061.500000 Penalty: 3459.298584
	Iteration 59Q: 3 clusters Score -5215062 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -5215079.500000 Penalty: 3459.298584
	Iteration 60F: 3 clusters Score -5215080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -5215089.500000 Penalty: 3459.298584
	Iteration 61Q: 3 clusters Score -5215090 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -5215097.000000 Penalty: 3459.298584
	Iteration 62Q: 3 clusters Score -5215097 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -5215109.500000 Penalty: 3459.298584
	Iteration 63Q: 3 clusters Score -5215110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -5215115.000000 Penalty: 3459.298584
	Iteration 64Q: 3 clusters Score -5215115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -5215119.500000 Penalty: 3459.298584
	Iteration 65Q: 3 clusters Score -5215120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -5215126.500000 Penalty: 3459.298584
	Iteration 66Q: 3 clusters Score -5215126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -5215123.500000 Penalty: 3459.298584
	Iteration 67Q: 3 clusters Score -5215124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -5215127.500000 Penalty: 3459.298584
	Iteration 68Q: 3 clusters Score -5215128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -5215130.000000 Penalty: 3459.298584
	Iteration 69Q: 3 clusters Score -5215130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -5215133.500000 Penalty: 3459.298584
	Iteration 70Q: 3 clusters Score -5215134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -5215133.000000 Penalty: 3459.298584
	Iteration 71Q: 3 clusters Score -5215133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -5215132.000000 Penalty: 3459.298584
	Iteration 72Q: 3 clusters Score -5215132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -5215136.000000 Penalty: 3459.298584
	Iteration 73Q: 3 clusters Score -5215136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -5215140.000000 Penalty: 3459.298584
	Iteration 74Q: 3 clusters Score -5215140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -5215148.000000 Penalty: 3459.298584
	Iteration 75Q: 3 clusters Score -5215148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -5215146.000000 Penalty: 3459.298584
	Iteration 76Q: 3 clusters Score -5215146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -5215150.000000 Penalty: 3459.298584
	Iteration 77Q: 3 clusters Score -5215150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -5215148.500000 Penalty: 3459.298584
	Iteration 78Q: 3 clusters Score -5215148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -5215147.500000 Penalty: 3459.298584
	Iteration 79Q: 3 clusters Score -5215148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -5215141.000000 Penalty: 3459.298584
	Iteration 80F: 3 clusters Score -5215141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -5215145.500000 Penalty: 3459.298584
	Iteration 81Q: 3 clusters Score -5215146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -5215146.000000 Penalty: 3459.298584
	Iteration 82Q: 3 clusters Score -5215146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -5215144.500000 Penalty: 3459.298584
	Iteration 83Q: 3 clusters Score -5215144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -5215144.500000 Penalty: 3459.298584
	Iteration 84F: 3 clusters Score -5215144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Entering Unmasked Estep 
Score: -4791787.500000 Penalty: 1715.961426
	Iteration 0F: 2 clusters Score -4791788 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 19253 members 
Entering Unmasked Estep 
Score: -4766019.000000 Penalty: 3431.922852
	Iteration 0F: 3 clusters Score -4766019 nChanged 17945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -4775914.000000 Penalty: 3431.922852
	Iteration 1F: 3 clusters Score -4775914 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -4776419.500000 Penalty: 3431.922852
	Iteration 2Q: 3 clusters Score -4776420 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -4776909.000000 Penalty: 3431.922852
	Iteration 3Q: 3 clusters Score -4776909 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -4777432.500000 Penalty: 3431.922852
	Iteration 4Q: 3 clusters Score -4777432 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -4778024.000000 Penalty: 3431.922852
	Iteration 5Q: 3 clusters Score -4778024 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -4778607.000000 Penalty: 3431.922852
	Iteration 6Q: 3 clusters Score -4778607 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -4779385.500000 Penalty: 3431.922852
	Iteration 7Q: 3 clusters Score -4779386 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -4780510.500000 Penalty: 3431.922852
	Iteration 8F: 3 clusters Score -4780510 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -4782127.500000 Penalty: 3431.922852
	Iteration 9F: 3 clusters Score -4782128 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -4783994.000000 Penalty: 3431.922852
	Iteration 10F: 3 clusters Score -4783994 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -4785314.000000 Penalty: 3431.922852
	Iteration 11F: 3 clusters Score -4785314 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -4785897.000000 Penalty: 3431.922852
	Iteration 12Q: 3 clusters Score -4785897 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4786132.000000 Penalty: 3431.922852
	Iteration 13Q: 3 clusters Score -4786132 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -4786282.000000 Penalty: 3431.922852
	Iteration 14Q: 3 clusters Score -4786282 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -4786383.000000 Penalty: 3431.922852
	Iteration 15Q: 3 clusters Score -4786383 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -4786470.500000 Penalty: 3431.922852
	Iteration 16Q: 3 clusters Score -4786470 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -4786533.500000 Penalty: 3431.922852
	Iteration 17Q: 3 clusters Score -4786534 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -4786624.000000 Penalty: 3431.922852
	Iteration 18Q: 3 clusters Score -4786624 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -4786694.000000 Penalty: 3431.922852
	Iteration 19Q: 3 clusters Score -4786694 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -4786775.500000 Penalty: 3431.922852
	Iteration 20F: 3 clusters Score -4786776 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -4786866.500000 Penalty: 3431.922852
	Iteration 21Q: 3 clusters Score -4786866 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -4786927.000000 Penalty: 3431.922852
	Iteration 22Q: 3 clusters Score -4786927 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4787020.500000 Penalty: 3431.922852
	Iteration 23Q: 3 clusters Score -4787020 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -4787126.000000 Penalty: 3431.922852
	Iteration 24Q: 3 clusters Score -4787126 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -4787225.500000 Penalty: 3431.922852
	Iteration 25Q: 3 clusters Score -4787226 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -4787383.000000 Penalty: 3431.922852
	Iteration 26Q: 3 clusters Score -4787383 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -4787520.000000 Penalty: 3431.922852
	Iteration 27Q: 3 clusters Score -4787520 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -4787663.000000 Penalty: 3431.922852
	Iteration 28Q: 3 clusters Score -4787663 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -4787797.000000 Penalty: 3431.922852
	Iteration 29Q: 3 clusters Score -4787797 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -4787935.500000 Penalty: 3431.922852
	Iteration 30Q: 3 clusters Score -4787936 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -4788090.000000 Penalty: 3431.922852
	Iteration 31Q: 3 clusters Score -4788090 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -4788213.500000 Penalty: 3431.922852
	Iteration 32Q: 3 clusters Score -4788214 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -4788339.500000 Penalty: 3431.922852
	Iteration 33Q: 3 clusters Score -4788340 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -4788459.500000 Penalty: 3431.922852
	Iteration 34Q: 3 clusters Score -4788460 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -4788604.000000 Penalty: 3431.922852
	Iteration 35Q: 3 clusters Score -4788604 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -4788731.500000 Penalty: 3431.922852
	Iteration 36Q: 3 clusters Score -4788732 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -4788891.500000 Penalty: 3431.922852
	Iteration 37Q: 3 clusters Score -4788892 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -4789056.500000 Penalty: 3431.922852
	Iteration 38Q: 3 clusters Score -4789056 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -4789174.500000 Penalty: 3431.922852
	Iteration 39Q: 3 clusters Score -4789174 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -4789281.000000 Penalty: 3431.922852
	Iteration 40F: 3 clusters Score -4789281 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -4789400.500000 Penalty: 3431.922852
	Iteration 41Q: 3 clusters Score -4789400 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -4789493.500000 Penalty: 3431.922852
	Iteration 42Q: 3 clusters Score -4789494 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -4789557.000000 Penalty: 3431.922852
	Iteration 43Q: 3 clusters Score -4789557 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -4789612.500000 Penalty: 3431.922852
	Iteration 44Q: 3 clusters Score -4789612 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -4789675.500000 Penalty: 3431.922852
	Iteration 45Q: 3 clusters Score -4789676 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4789737.500000 Penalty: 3431.922852
	Iteration 46Q: 3 clusters Score -4789738 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4789795.500000 Penalty: 3431.922852
	Iteration 47Q: 3 clusters Score -4789796 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4789869.500000 Penalty: 3431.922852
	Iteration 48Q: 3 clusters Score -4789870 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4789909.500000 Penalty: 3431.922852
	Iteration 49Q: 3 clusters Score -4789910 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -4789969.500000 Penalty: 3431.922852
	Iteration 50Q: 3 clusters Score -4789970 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4790008.000000 Penalty: 3431.922852
	Iteration 51Q: 3 clusters Score -4790008 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4790055.000000 Penalty: 3431.922852
	Iteration 52Q: 3 clusters Score -4790055 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4790084.000000 Penalty: 3431.922852
	Iteration 53Q: 3 clusters Score -4790084 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4790111.500000 Penalty: 3431.922852
	Iteration 54Q: 3 clusters Score -4790112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4790155.000000 Penalty: 3431.922852
	Iteration 55Q: 3 clusters Score -4790155 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4790189.500000 Penalty: 3431.922852
	Iteration 56Q: 3 clusters Score -4790190 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4790225.000000 Penalty: 3431.922852
	Iteration 57Q: 3 clusters Score -4790225 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4790244.500000 Penalty: 3431.922852
	Iteration 58Q: 3 clusters Score -4790244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4790267.500000 Penalty: 3431.922852
	Iteration 59Q: 3 clusters Score -4790268 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4790289.000000 Penalty: 3431.922852
	Iteration 60F: 3 clusters Score -4790289 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4790306.500000 Penalty: 3431.922852
	Iteration 61Q: 3 clusters Score -4790306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4790335.000000 Penalty: 3431.922852
	Iteration 62Q: 3 clusters Score -4790335 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4790356.500000 Penalty: 3431.922852
	Iteration 63Q: 3 clusters Score -4790356 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4790369.500000 Penalty: 3431.922852
	Iteration 64Q: 3 clusters Score -4790370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4790380.000000 Penalty: 3431.922852
	Iteration 65Q: 3 clusters Score -4790380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4790388.000000 Penalty: 3431.922852
	Iteration 66Q: 3 clusters Score -4790388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4790403.500000 Penalty: 3431.922852
	Iteration 67Q: 3 clusters Score -4790404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4790412.000000 Penalty: 3431.922852
	Iteration 68Q: 3 clusters Score -4790412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4790414.000000 Penalty: 3431.922852
	Iteration 69Q: 3 clusters Score -4790414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4790422.000000 Penalty: 3431.922852
	Iteration 70Q: 3 clusters Score -4790422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4790431.000000 Penalty: 3431.922852
	Iteration 71Q: 3 clusters Score -4790431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4790434.500000 Penalty: 3431.922852
	Iteration 72Q: 3 clusters Score -4790434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4790442.500000 Penalty: 3431.922852
	Iteration 73Q: 3 clusters Score -4790442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4790439.000000 Penalty: 3431.922852
	Iteration 74Q: 3 clusters Score -4790439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4790436.000000 Penalty: 3431.922852
	Iteration 75Q: 3 clusters Score -4790436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4790436.500000 Penalty: 3431.922852
	Iteration 76Q: 3 clusters Score -4790436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4790448.000000 Penalty: 3431.922852
	Iteration 77Q: 3 clusters Score -4790448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4790452.500000 Penalty: 3431.922852
	Iteration 78Q: 3 clusters Score -4790452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4790452.500000 Penalty: 3431.922852
	Iteration 79Q: 3 clusters Score -4790452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4790452.500000 Penalty: 3431.922852
	Iteration 80F: 3 clusters Score -4790452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4790457.000000 Penalty: 3431.922852
	Iteration 81Q: 3 clusters Score -4790457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4790456.500000 Penalty: 3431.922852
	Iteration 82Q: 3 clusters Score -4790456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4790456.000000 Penalty: 3431.922852
	Iteration 83Q: 3 clusters Score -4790456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4790457.000000 Penalty: 3431.922852
	Iteration 84Q: 3 clusters Score -4790457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4790455.500000 Penalty: 3431.922852
	Iteration 85Q: 3 clusters Score -4790456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4790454.500000 Penalty: 3431.922852
	Iteration 86Q: 3 clusters Score -4790454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4790452.500000 Penalty: 3431.922852
	Iteration 87Q: 3 clusters Score -4790452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4790455.000000 Penalty: 3431.922852
	Iteration 88Q: 3 clusters Score -4790455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4790457.500000 Penalty: 3431.922852
	Iteration 89Q: 3 clusters Score -4790458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4790460.000000 Penalty: 3431.922852
	Iteration 90Q: 3 clusters Score -4790460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4790459.500000 Penalty: 3431.922852
	Iteration 91Q: 3 clusters Score -4790460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4790460.000000 Penalty: 3431.922852
	Iteration 92Q: 3 clusters Score -4790460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4790463.500000 Penalty: 3431.922852
	Iteration 93Q: 3 clusters Score -4790464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4790460.500000 Penalty: 3431.922852
	Iteration 94Q: 3 clusters Score -4790460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4790463.000000 Penalty: 3431.922852
	Iteration 95Q: 3 clusters Score -4790463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4790460.500000 Penalty: 3431.922852
	Iteration 96Q: 3 clusters Score -4790460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4790469.500000 Penalty: 3431.922852
	Iteration 97Q: 3 clusters Score -4790470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4790468.500000 Penalty: 3431.922852
	Iteration 98Q: 3 clusters Score -4790468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4790467.000000 Penalty: 3431.922852
	Iteration 99Q: 3 clusters Score -4790467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4790459.500000 Penalty: 3431.922852
	Iteration 100F: 3 clusters Score -4790460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4790458.500000 Penalty: 3431.922852
	Iteration 101Q: 3 clusters Score -4790458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4790464.000000 Penalty: 3431.922852
	Iteration 102Q: 3 clusters Score -4790464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4790475.500000 Penalty: 3431.922852
	Iteration 103Q: 3 clusters Score -4790476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4790484.500000 Penalty: 3431.922852
	Iteration 104Q: 3 clusters Score -4790484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4790483.000000 Penalty: 3431.922852
	Iteration 105Q: 3 clusters Score -4790483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4790487.500000 Penalty: 3431.922852
	Iteration 106Q: 3 clusters Score -4790488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4790485.500000 Penalty: 3431.922852
	Iteration 107Q: 3 clusters Score -4790486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4790483.500000 Penalty: 3431.922852
	Iteration 108Q: 3 clusters Score -4790484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4790484.000000 Penalty: 3431.922852
	Iteration 109Q: 3 clusters Score -4790484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4790487.500000 Penalty: 3431.922852
	Iteration 110Q: 3 clusters Score -4790488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4790486.000000 Penalty: 3431.922852
	Iteration 111Q: 3 clusters Score -4790486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4790485.500000 Penalty: 3431.922852
	Iteration 112Q: 3 clusters Score -4790486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4790485.500000 Penalty: 3431.922852
	Iteration 113F: 3 clusters Score -4790486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -84784.359375 Penalty: 1063.619263
	Iteration 0F: 2 clusters Score -84784.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -83553.710938 Penalty: 2127.238525
	Iteration 0F: 3 clusters Score -83553.71 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83757.500000 Penalty: 2127.238525
	Iteration 1F: 3 clusters Score -83757.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83809.773438 Penalty: 2127.238525
	Iteration 2F: 3 clusters Score -83809.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83822.125000 Penalty: 2127.238525
	Iteration 3Q: 3 clusters Score -83822.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -83830.945312 Penalty: 2127.238525
	Iteration 4Q: 3 clusters Score -83830.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83841.687500 Penalty: 2127.238525
	Iteration 5Q: 3 clusters Score -83841.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83843.695312 Penalty: 2127.238525
	Iteration 6Q: 3 clusters Score -83843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83843.695312 Penalty: 2127.238525
	Iteration 7F: 3 clusters Score -83843.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (73072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73072 members 
Entering Unmasked Estep 
Score: -9031414.000000 Penalty: 1819.870117
	Iteration 0F: 2 clusters Score -9031414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -8984194.000000 Penalty: 3639.740234
	Iteration 0F: 3 clusters Score -8984194 nChanged 34550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -9004310.000000 Penalty: 3639.740234
	Iteration 1F: 3 clusters Score -9004310 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -9005216.000000 Penalty: 3639.740234
	Iteration 2Q: 3 clusters Score -9005216 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -9006645.000000 Penalty: 3639.740234
	Iteration 3Q: 3 clusters Score -9006645 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -9008972.000000 Penalty: 3639.740234
	Iteration 4F: 3 clusters Score -9008972 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -9012595.000000 Penalty: 3639.740234
	Iteration 5F: 3 clusters Score -9012595 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 59459 members 
Entering Unmasked Estep 
Score: -9017887.000000 Penalty: 3639.740234
	Iteration 6F: 3 clusters Score -9017887 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -9023160.000000 Penalty: 3639.740234
	Iteration 7F: 3 clusters Score -9023160 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 69657 members 
Entering Unmasked Estep 
Score: -9026922.000000 Penalty: 3639.740234
	Iteration 8F: 3 clusters Score -9026922 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 71817 members 
Entering Unmasked Estep 
Score: -9028766.000000 Penalty: 3639.740234
	Iteration 9Q: 3 clusters Score -9028766 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 72565 members 
Entering Unmasked Estep 
Score: -9029412.000000 Penalty: 3639.740234
	Iteration 10Q: 3 clusters Score -9029412 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -9029631.000000 Penalty: 3639.740234
	Iteration 11Q: 3 clusters Score -9029631 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -9029704.000000 Penalty: 3639.740234
	Iteration 12Q: 3 clusters Score -9029704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 72872 members 
Entering Unmasked Estep 
Score: -9029746.000000 Penalty: 3639.740234
	Iteration 13Q: 3 clusters Score -9029746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -9029770.000000 Penalty: 3639.740234
	Iteration 14Q: 3 clusters Score -9029770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 72888 members 
Entering Unmasked Estep 
Score: -9029785.000000 Penalty: 3639.740234
	Iteration 15Q: 3 clusters Score -9029785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 72897 members 
Entering Unmasked Estep 
Score: -9029806.000000 Penalty: 3639.740234
	Iteration 16Q: 3 clusters Score -9029806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -9029813.000000 Penalty: 3639.740234
	Iteration 17Q: 3 clusters Score -9029813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 72903 members 
Entering Unmasked Estep 
Score: -9029830.000000 Penalty: 3639.740234
	Iteration 18Q: 3 clusters Score -9029830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 72903 members 
Entering Unmasked Estep 
Score: -9029851.000000 Penalty: 3639.740234
	Iteration 19Q: 3 clusters Score -9029851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 72903 members 
Entering Unmasked Estep 
Score: -9029860.000000 Penalty: 3639.740234
	Iteration 20F: 3 clusters Score -9029860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 72904 members 
Entering Unmasked Estep 
Score: -9029860.000000 Penalty: 3639.740234
	Iteration 21Q: 3 clusters Score -9029860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -9029867.000000 Penalty: 3639.740234
	Iteration 22Q: 3 clusters Score -9029867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 72907 members 
Entering Unmasked Estep 
Score: -9029863.000000 Penalty: 3639.740234
	Iteration 23Q: 3 clusters Score -9029863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 72907 members 
Entering Unmasked Estep 
Score: -9029863.000000 Penalty: 3639.740234
	Iteration 24Q: 3 clusters Score -9029863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 72905 members 
Entering Unmasked Estep 
Score: -9029863.000000 Penalty: 3639.740234
	Iteration 25Q: 3 clusters Score -9029863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 72905 members 
Entering Unmasked Estep 
Score: -9029863.000000 Penalty: 3639.740234
	Iteration 26F: 3 clusters Score -9029863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Entering Unmasked Estep 
Score: -5780787.000000 Penalty: 1745.945312
	Iteration 0F: 2 clusters Score -5780787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -5749935.000000 Penalty: 3491.890625
	Iteration 0F: 3 clusters Score -5749935 nChanged 21677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -5762014.000000 Penalty: 3491.890625
	Iteration 1F: 3 clusters Score -5762014 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -5762467.000000 Penalty: 3491.890625
	Iteration 2Q: 3 clusters Score -5762467 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -5763018.500000 Penalty: 3491.890625
	Iteration 3Q: 3 clusters Score -5763018 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -5763753.500000 Penalty: 3491.890625
	Iteration 4Q: 3 clusters Score -5763754 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -5764948.000000 Penalty: 3491.890625
	Iteration 5F: 3 clusters Score -5764948 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -5766685.500000 Penalty: 3491.890625
	Iteration 6F: 3 clusters Score -5766686 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -5769215.500000 Penalty: 3491.890625
	Iteration 7F: 3 clusters Score -5769216 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -5772232.500000 Penalty: 3491.890625
	Iteration 8F: 3 clusters Score -5772232 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -5774839.000000 Penalty: 3491.890625
	Iteration 9F: 3 clusters Score -5774839 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -5776224.000000 Penalty: 3491.890625
	Iteration 10Q: 3 clusters Score -5776224 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -5776766.000000 Penalty: 3491.890625
	Iteration 11Q: 3 clusters Score -5776766 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -5777084.500000 Penalty: 3491.890625
	Iteration 12Q: 3 clusters Score -5777084 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -5777274.500000 Penalty: 3491.890625
	Iteration 13Q: 3 clusters Score -5777274 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -5777445.000000 Penalty: 3491.890625
	Iteration 14Q: 3 clusters Score -5777445 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -5777612.500000 Penalty: 3491.890625
	Iteration 15Q: 3 clusters Score -5777612 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -5777733.500000 Penalty: 3491.890625
	Iteration 16Q: 3 clusters Score -5777734 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -5777874.500000 Penalty: 3491.890625
	Iteration 17Q: 3 clusters Score -5777874 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -5777992.500000 Penalty: 3491.890625
	Iteration 18Q: 3 clusters Score -5777992 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -5778106.000000 Penalty: 3491.890625
	Iteration 19Q: 3 clusters Score -5778106 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -5778203.500000 Penalty: 3491.890625
	Iteration 20F: 3 clusters Score -5778204 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -5778308.000000 Penalty: 3491.890625
	Iteration 21Q: 3 clusters Score -5778308 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -5778399.500000 Penalty: 3491.890625
	Iteration 22Q: 3 clusters Score -5778400 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5778499.000000 Penalty: 3491.890625
	Iteration 23Q: 3 clusters Score -5778499 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -5778561.000000 Penalty: 3491.890625
	Iteration 24Q: 3 clusters Score -5778561 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5778621.000000 Penalty: 3491.890625
	Iteration 25Q: 3 clusters Score -5778621 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5778691.000000 Penalty: 3491.890625
	Iteration 26Q: 3 clusters Score -5778691 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5778742.500000 Penalty: 3491.890625
	Iteration 27Q: 3 clusters Score -5778742 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5778792.000000 Penalty: 3491.890625
	Iteration 28Q: 3 clusters Score -5778792 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5778835.500000 Penalty: 3491.890625
	Iteration 29Q: 3 clusters Score -5778836 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5778891.000000 Penalty: 3491.890625
	Iteration 30Q: 3 clusters Score -5778891 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5778935.000000 Penalty: 3491.890625
	Iteration 31Q: 3 clusters Score -5778935 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5778969.000000 Penalty: 3491.890625
	Iteration 32Q: 3 clusters Score -5778969 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5779002.500000 Penalty: 3491.890625
	Iteration 33Q: 3 clusters Score -5779002 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5779051.500000 Penalty: 3491.890625
	Iteration 34Q: 3 clusters Score -5779052 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5779088.000000 Penalty: 3491.890625
	Iteration 35Q: 3 clusters Score -5779088 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5779120.500000 Penalty: 3491.890625
	Iteration 36Q: 3 clusters Score -5779120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5779138.000000 Penalty: 3491.890625
	Iteration 37Q: 3 clusters Score -5779138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5779161.000000 Penalty: 3491.890625
	Iteration 38Q: 3 clusters Score -5779161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5779178.500000 Penalty: 3491.890625
	Iteration 39Q: 3 clusters Score -5779178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5779191.000000 Penalty: 3491.890625
	Iteration 40F: 3 clusters Score -5779191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5779194.000000 Penalty: 3491.890625
	Iteration 41Q: 3 clusters Score -5779194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5779202.000000 Penalty: 3491.890625
	Iteration 42Q: 3 clusters Score -5779202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5779221.500000 Penalty: 3491.890625
	Iteration 43Q: 3 clusters Score -5779222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5779225.000000 Penalty: 3491.890625
	Iteration 44Q: 3 clusters Score -5779225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5779227.000000 Penalty: 3491.890625
	Iteration 45Q: 3 clusters Score -5779227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5779231.000000 Penalty: 3491.890625
	Iteration 46Q: 3 clusters Score -5779231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5779246.500000 Penalty: 3491.890625
	Iteration 47Q: 3 clusters Score -5779246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5779245.500000 Penalty: 3491.890625
	Iteration 48Q: 3 clusters Score -5779246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5779248.000000 Penalty: 3491.890625
	Iteration 49Q: 3 clusters Score -5779248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5779250.000000 Penalty: 3491.890625
	Iteration 50Q: 3 clusters Score -5779250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5779257.500000 Penalty: 3491.890625
	Iteration 51Q: 3 clusters Score -5779258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5779262.500000 Penalty: 3491.890625
	Iteration 52Q: 3 clusters Score -5779262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5779261.500000 Penalty: 3491.890625
	Iteration 53Q: 3 clusters Score -5779262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5779260.500000 Penalty: 3491.890625
	Iteration 54Q: 3 clusters Score -5779260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5779259.000000 Penalty: 3491.890625
	Iteration 55Q: 3 clusters Score -5779259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5779265.500000 Penalty: 3491.890625
	Iteration 56Q: 3 clusters Score -5779266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5779259.500000 Penalty: 3491.890625
	Iteration 57Q: 3 clusters Score -5779260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5779262.000000 Penalty: 3491.890625
	Iteration 58Q: 3 clusters Score -5779262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5779271.000000 Penalty: 3491.890625
	Iteration 59Q: 3 clusters Score -5779271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5779263.500000 Penalty: 3491.890625
	Iteration 60F: 3 clusters Score -5779264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5779269.500000 Penalty: 3491.890625
	Iteration 61Q: 3 clusters Score -5779270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5779265.500000 Penalty: 3491.890625
	Iteration 62Q: 3 clusters Score -5779266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5779270.500000 Penalty: 3491.890625
	Iteration 63Q: 3 clusters Score -5779270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5779269.000000 Penalty: 3491.890625
	Iteration 64Q: 3 clusters Score -5779269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5779269.000000 Penalty: 3491.890625
	Iteration 65F: 3 clusters Score -5779269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56095.136719 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56095.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -55166.234375 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55166.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55268.210938 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55268.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55300.871094 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -55300.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55321.023438 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55321.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55332.457031 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55332.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55339.332031 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55339.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55342.539062 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -55342.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55344.468750 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -55344.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55344.468750 Penalty: 1890.561035
	Iteration 8F: 3 clusters Score -55344.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Entering Unmasked Estep 
Score: -5961476.000000 Penalty: 1750.939331
	Iteration 0F: 2 clusters Score -5961476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -5929403.000000 Penalty: 3501.878662
	Iteration 0F: 3 clusters Score -5929403 nChanged 22408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -5942026.500000 Penalty: 3501.878662
	Iteration 1F: 3 clusters Score -5942026 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -5942569.000000 Penalty: 3501.878662
	Iteration 2Q: 3 clusters Score -5942569 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -5943077.000000 Penalty: 3501.878662
	Iteration 3Q: 3 clusters Score -5943077 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -5943727.000000 Penalty: 3501.878662
	Iteration 4Q: 3 clusters Score -5943727 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -5944520.500000 Penalty: 3501.878662
	Iteration 5Q: 3 clusters Score -5944520 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -5945543.000000 Penalty: 3501.878662
	Iteration 6Q: 3 clusters Score -5945543 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -5947039.000000 Penalty: 3501.878662
	Iteration 7F: 3 clusters Score -5947039 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -5948969.000000 Penalty: 3501.878662
	Iteration 8F: 3 clusters Score -5948969 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -5950915.500000 Penalty: 3501.878662
	Iteration 9F: 3 clusters Score -5950916 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -5952419.000000 Penalty: 3501.878662
	Iteration 10F: 3 clusters Score -5952419 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -5953154.500000 Penalty: 3501.878662
	Iteration 11Q: 3 clusters Score -5953154 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -5953421.500000 Penalty: 3501.878662
	Iteration 12Q: 3 clusters Score -5953422 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -5953564.500000 Penalty: 3501.878662
	Iteration 13Q: 3 clusters Score -5953564 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -5953706.500000 Penalty: 3501.878662
	Iteration 14Q: 3 clusters Score -5953706 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -5953797.500000 Penalty: 3501.878662
	Iteration 15Q: 3 clusters Score -5953798 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -5953897.500000 Penalty: 3501.878662
	Iteration 16Q: 3 clusters Score -5953898 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -5954017.000000 Penalty: 3501.878662
	Iteration 17Q: 3 clusters Score -5954017 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -5954083.000000 Penalty: 3501.878662
	Iteration 18Q: 3 clusters Score -5954083 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -5954206.000000 Penalty: 3501.878662
	Iteration 19Q: 3 clusters Score -5954206 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -5954373.000000 Penalty: 3501.878662
	Iteration 20F: 3 clusters Score -5954373 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -5954546.000000 Penalty: 3501.878662
	Iteration 21Q: 3 clusters Score -5954546 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -5954725.500000 Penalty: 3501.878662
	Iteration 22Q: 3 clusters Score -5954726 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -5954875.500000 Penalty: 3501.878662
	Iteration 23Q: 3 clusters Score -5954876 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -5955022.000000 Penalty: 3501.878662
	Iteration 24Q: 3 clusters Score -5955022 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -5955149.500000 Penalty: 3501.878662
	Iteration 25Q: 3 clusters Score -5955150 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -5955279.500000 Penalty: 3501.878662
	Iteration 26Q: 3 clusters Score -5955280 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -5955460.500000 Penalty: 3501.878662
	Iteration 27Q: 3 clusters Score -5955460 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -5955686.500000 Penalty: 3501.878662
	Iteration 28Q: 3 clusters Score -5955686 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -5955850.500000 Penalty: 3501.878662
	Iteration 29Q: 3 clusters Score -5955850 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -5956037.500000 Penalty: 3501.878662
	Iteration 30Q: 3 clusters Score -5956038 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -5956257.000000 Penalty: 3501.878662
	Iteration 31Q: 3 clusters Score -5956257 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -5956482.500000 Penalty: 3501.878662
	Iteration 32Q: 3 clusters Score -5956482 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -5956742.500000 Penalty: 3501.878662
	Iteration 33Q: 3 clusters Score -5956742 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -5956944.000000 Penalty: 3501.878662
	Iteration 34Q: 3 clusters Score -5956944 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -5957234.500000 Penalty: 3501.878662
	Iteration 35Q: 3 clusters Score -5957234 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -5957467.000000 Penalty: 3501.878662
	Iteration 36Q: 3 clusters Score -5957467 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -5957702.000000 Penalty: 3501.878662
	Iteration 37Q: 3 clusters Score -5957702 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -5957928.500000 Penalty: 3501.878662
	Iteration 38Q: 3 clusters Score -5957928 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -5958151.000000 Penalty: 3501.878662
	Iteration 39Q: 3 clusters Score -5958151 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -5958351.500000 Penalty: 3501.878662
	Iteration 40F: 3 clusters Score -5958352 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -5958540.500000 Penalty: 3501.878662
	Iteration 41Q: 3 clusters Score -5958540 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -5958751.500000 Penalty: 3501.878662
	Iteration 42Q: 3 clusters Score -5958752 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -5958973.000000 Penalty: 3501.878662
	Iteration 43Q: 3 clusters Score -5958973 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -5959165.500000 Penalty: 3501.878662
	Iteration 44Q: 3 clusters Score -5959166 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -5959331.000000 Penalty: 3501.878662
	Iteration 45Q: 3 clusters Score -5959331 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -5959438.500000 Penalty: 3501.878662
	Iteration 46Q: 3 clusters Score -5959438 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -5959540.000000 Penalty: 3501.878662
	Iteration 47Q: 3 clusters Score -5959540 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -5959644.500000 Penalty: 3501.878662
	Iteration 48Q: 3 clusters Score -5959644 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5959744.000000 Penalty: 3501.878662
	Iteration 49Q: 3 clusters Score -5959744 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5959812.000000 Penalty: 3501.878662
	Iteration 50Q: 3 clusters Score -5959812 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5959886.000000 Penalty: 3501.878662
	Iteration 51Q: 3 clusters Score -5959886 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5959971.500000 Penalty: 3501.878662
	Iteration 52Q: 3 clusters Score -5959972 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5960044.000000 Penalty: 3501.878662
	Iteration 53Q: 3 clusters Score -5960044 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -5960138.000000 Penalty: 3501.878662
	Iteration 54Q: 3 clusters Score -5960138 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5960183.500000 Penalty: 3501.878662
	Iteration 55Q: 3 clusters Score -5960184 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5960216.500000 Penalty: 3501.878662
	Iteration 56Q: 3 clusters Score -5960216 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5960262.500000 Penalty: 3501.878662
	Iteration 57Q: 3 clusters Score -5960262 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5960274.000000 Penalty: 3501.878662
	Iteration 58Q: 3 clusters Score -5960274 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5960297.000000 Penalty: 3501.878662
	Iteration 59Q: 3 clusters Score -5960297 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5960303.500000 Penalty: 3501.878662
	Iteration 60F: 3 clusters Score -5960304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5960327.500000 Penalty: 3501.878662
	Iteration 61Q: 3 clusters Score -5960328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5960340.000000 Penalty: 3501.878662
	Iteration 62Q: 3 clusters Score -5960340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5960352.500000 Penalty: 3501.878662
	Iteration 63Q: 3 clusters Score -5960352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5960367.000000 Penalty: 3501.878662
	Iteration 64Q: 3 clusters Score -5960367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5960370.000000 Penalty: 3501.878662
	Iteration 65Q: 3 clusters Score -5960370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5960374.000000 Penalty: 3501.878662
	Iteration 66Q: 3 clusters Score -5960374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5960373.000000 Penalty: 3501.878662
	Iteration 67Q: 3 clusters Score -5960373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5960374.500000 Penalty: 3501.878662
	Iteration 68Q: 3 clusters Score -5960374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5960372.500000 Penalty: 3501.878662
	Iteration 69Q: 3 clusters Score -5960372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5960382.000000 Penalty: 3501.878662
	Iteration 70Q: 3 clusters Score -5960382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5960383.500000 Penalty: 3501.878662
	Iteration 71Q: 3 clusters Score -5960384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5960390.000000 Penalty: 3501.878662
	Iteration 72Q: 3 clusters Score -5960390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5960388.500000 Penalty: 3501.878662
	Iteration 73Q: 3 clusters Score -5960388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5960390.000000 Penalty: 3501.878662
	Iteration 74Q: 3 clusters Score -5960390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5960394.000000 Penalty: 3501.878662
	Iteration 75Q: 3 clusters Score -5960394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5960396.500000 Penalty: 3501.878662
	Iteration 76Q: 3 clusters Score -5960396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5960387.500000 Penalty: 3501.878662
	Iteration 77Q: 3 clusters Score -5960388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5960388.000000 Penalty: 3501.878662
	Iteration 78Q: 3 clusters Score -5960388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5960388.000000 Penalty: 3501.878662
	Iteration 79Q: 3 clusters Score -5960388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5960389.000000 Penalty: 3501.878662
	Iteration 80F: 3 clusters Score -5960389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5960390.000000 Penalty: 3501.878662
	Iteration 81Q: 3 clusters Score -5960390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5960390.000000 Penalty: 3501.878662
	Iteration 82Q: 3 clusters Score -5960390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5960389.000000 Penalty: 3501.878662
	Iteration 83Q: 3 clusters Score -5960389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5960391.000000 Penalty: 3501.878662
	Iteration 84Q: 3 clusters Score -5960391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5960392.000000 Penalty: 3501.878662
	Iteration 85Q: 3 clusters Score -5960392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5960392.000000 Penalty: 3501.878662
	Iteration 86F: 3 clusters Score -5960392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86065 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 1666 members 
Mstep: Class 4 contains 28746 members 
Mstep: Class 5 contains 6640 members 
Mstep: Class 6 contains 30880 members 
Mstep: Class 7 contains 69144 members 
Mstep: Class 8 contains 72245 members 
Mstep: Class 9 contains 76316 members 
Mstep: Class 10 contains 41940 members 
Mstep: Class 11 contains 38552 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 73072 members 
Mstep: Class 19 contains 46364 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582400.000000 Penalty: 34682.753906
Iteration 239Q: 17 clusters Score -7.55824e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 1668 members 
Mstep: Class 4 contains 28746 members 
Mstep: Class 5 contains 6638 members 
Mstep: Class 6 contains 30910 members 
Mstep: Class 7 contains 69122 members 
Mstep: Class 8 contains 72212 members 
Mstep: Class 9 contains 76339 members 
Mstep: Class 10 contains 41966 members 
Mstep: Class 11 contains 38548 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 72957 members 
Mstep: Class 19 contains 46407 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582464.000000 Penalty: 34682.753906
Iteration 240F: 17 clusters Score -7.558246e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 86059 members 
Mstep: Class 2 contains 780 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 28761 members 
Mstep: Class 5 contains 6638 members 
Mstep: Class 6 contains 30925 members 
Mstep: Class 7 contains 69103 members 
Mstep: Class 8 contains 72208 members 
Mstep: Class 9 contains 76355 members 
Mstep: Class 10 contains 41982 members 
Mstep: Class 11 contains 38557 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 72855 members 
Mstep: Class 19 contains 46460 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582384.000000 Penalty: 34682.753906
Iteration 241Q: 17 clusters Score -7.558238e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85959 members 
Mstep: Class 2 contains 777 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 28770 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 30956 members 
Mstep: Class 7 contains 69124 members 
Mstep: Class 8 contains 72223 members 
Mstep: Class 9 contains 76362 members 
Mstep: Class 10 contains 42008 members 
Mstep: Class 11 contains 38567 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 72754 members 
Mstep: Class 19 contains 46516 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582472.000000 Penalty: 34682.753906
Iteration 242Q: 17 clusters Score -7.558247e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85859 members 
Mstep: Class 2 contains 777 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 28789 members 
Mstep: Class 5 contains 6632 members 
Mstep: Class 6 contains 30970 members 
Mstep: Class 7 contains 69131 members 
Mstep: Class 8 contains 72249 members 
Mstep: Class 9 contains 76358 members 
Mstep: Class 10 contains 42033 members 
Mstep: Class 11 contains 38594 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 72667 members 
Mstep: Class 19 contains 46560 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582216.000000 Penalty: 34682.753906
Iteration 243Q: 17 clusters Score -7.558222e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85816 members 
Mstep: Class 2 contains 777 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 28809 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 30976 members 
Mstep: Class 7 contains 69116 members 
Mstep: Class 8 contains 72274 members 
Mstep: Class 9 contains 76369 members 
Mstep: Class 10 contains 42059 members 
Mstep: Class 11 contains 38619 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 72541 members 
Mstep: Class 19 contains 46600 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582080.000000 Penalty: 34682.753906
Iteration 244Q: 17 clusters Score -7.558208e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85779 members 
Mstep: Class 2 contains 776 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 28833 members 
Mstep: Class 5 contains 6609 members 
Mstep: Class 6 contains 31000 members 
Mstep: Class 7 contains 69109 members 
Mstep: Class 8 contains 72313 members 
Mstep: Class 9 contains 76370 members 
Mstep: Class 10 contains 42077 members 
Mstep: Class 11 contains 38636 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 72415 members 
Mstep: Class 19 contains 46638 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 47989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582312.000000 Penalty: 34682.753906
Iteration 245Q: 17 clusters Score -7.558231e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85735 members 
Mstep: Class 2 contains 774 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 28864 members 
Mstep: Class 5 contains 6599 members 
Mstep: Class 6 contains 31028 members 
Mstep: Class 7 contains 69090 members 
Mstep: Class 8 contains 72374 members 
Mstep: Class 9 contains 76376 members 
Mstep: Class 10 contains 42076 members 
Mstep: Class 11 contains 38650 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 72287 members 
Mstep: Class 19 contains 46681 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582448.000000 Penalty: 34682.753906
Iteration 246Q: 17 clusters Score -7.558245e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 774 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 28897 members 
Mstep: Class 5 contains 6586 members 
Mstep: Class 6 contains 31072 members 
Mstep: Class 7 contains 69073 members 
Mstep: Class 8 contains 72442 members 
Mstep: Class 9 contains 76390 members 
Mstep: Class 10 contains 42075 members 
Mstep: Class 11 contains 38679 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 72141 members 
Mstep: Class 19 contains 46720 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582456.000000 Penalty: 34682.753906
Iteration 247Q: 17 clusters Score -7.558246e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85577 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 28919 members 
Mstep: Class 5 contains 6575 members 
Mstep: Class 6 contains 31118 members 
Mstep: Class 7 contains 69067 members 
Mstep: Class 8 contains 72480 members 
Mstep: Class 9 contains 76417 members 
Mstep: Class 10 contains 42066 members 
Mstep: Class 11 contains 38691 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 71988 members 
Mstep: Class 19 contains 46779 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582688.000000 Penalty: 34682.753906
Iteration 248Q: 17 clusters Score -7.558269e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85498 members 
Mstep: Class 2 contains 774 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 28940 members 
Mstep: Class 5 contains 6565 members 
Mstep: Class 6 contains 31149 members 
Mstep: Class 7 contains 69077 members 
Mstep: Class 8 contains 72508 members 
Mstep: Class 9 contains 76443 members 
Mstep: Class 10 contains 42072 members 
Mstep: Class 11 contains 38707 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 71822 members 
Mstep: Class 19 contains 46827 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582776.000000 Penalty: 34682.753906
Iteration 249Q: 17 clusters Score -7.558278e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85397 members 
Mstep: Class 2 contains 774 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 28956 members 
Mstep: Class 5 contains 6556 members 
Mstep: Class 6 contains 31188 members 
Mstep: Class 7 contains 69100 members 
Mstep: Class 8 contains 72579 members 
Mstep: Class 9 contains 76450 members 
Mstep: Class 10 contains 42081 members 
Mstep: Class 11 contains 38721 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 71615 members 
Mstep: Class 19 contains 46878 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582992.000000 Penalty: 34682.753906
Iteration 250Q: 17 clusters Score -7.558299e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 28951 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 31237 members 
Mstep: Class 7 contains 69109 members 
Mstep: Class 8 contains 72631 members 
Mstep: Class 9 contains 76482 members 
Mstep: Class 10 contains 42108 members 
Mstep: Class 11 contains 38737 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 71375 members 
Mstep: Class 19 contains 46926 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582816.000000 Penalty: 34682.753906
Iteration 251Q: 17 clusters Score -7.558282e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85230 members 
Mstep: Class 2 contains 772 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 28955 members 
Mstep: Class 5 contains 6542 members 
Mstep: Class 6 contains 31285 members 
Mstep: Class 7 contains 69146 members 
Mstep: Class 8 contains 72696 members 
Mstep: Class 9 contains 76508 members 
Mstep: Class 10 contains 42133 members 
Mstep: Class 11 contains 38756 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 71095 members 
Mstep: Class 19 contains 46975 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583096.000000 Penalty: 34682.753906
Iteration 252Q: 17 clusters Score -7.55831e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85141 members 
Mstep: Class 2 contains 772 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 28965 members 
Mstep: Class 5 contains 6537 members 
Mstep: Class 6 contains 31338 members 
Mstep: Class 7 contains 69168 members 
Mstep: Class 8 contains 72741 members 
Mstep: Class 9 contains 76515 members 
Mstep: Class 10 contains 42156 members 
Mstep: Class 11 contains 38802 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 70839 members 
Mstep: Class 19 contains 47031 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582920.000000 Penalty: 34682.753906
Iteration 253Q: 17 clusters Score -7.558292e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 85058 members 
Mstep: Class 2 contains 772 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 28967 members 
Mstep: Class 5 contains 6533 members 
Mstep: Class 6 contains 31403 members 
Mstep: Class 7 contains 69181 members 
Mstep: Class 8 contains 72775 members 
Mstep: Class 9 contains 76540 members 
Mstep: Class 10 contains 42178 members 
Mstep: Class 11 contains 38836 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 70597 members 
Mstep: Class 19 contains 47088 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583072.000000 Penalty: 34682.753906
Iteration 254Q: 17 clusters Score -7.558307e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 772 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 28953 members 
Mstep: Class 5 contains 6527 members 
Mstep: Class 6 contains 31470 members 
Mstep: Class 7 contains 69206 members 
Mstep: Class 8 contains 72861 members 
Mstep: Class 9 contains 76556 members 
Mstep: Class 10 contains 42215 members 
Mstep: Class 11 contains 38863 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 70344 members 
Mstep: Class 19 contains 47154 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75582880.000000 Penalty: 34682.753906
Iteration 255Q: 17 clusters Score -7.558288e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84818 members 
Mstep: Class 2 contains 772 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 28946 members 
Mstep: Class 5 contains 6520 members 
Mstep: Class 6 contains 31535 members 
Mstep: Class 7 contains 69206 members 
Mstep: Class 8 contains 72907 members 
Mstep: Class 9 contains 76579 members 
Mstep: Class 10 contains 42265 members 
Mstep: Class 11 contains 38912 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 70061 members 
Mstep: Class 19 contains 47219 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583048.000000 Penalty: 34682.753906
Iteration 256Q: 17 clusters Score -7.558305e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84706 members 
Mstep: Class 2 contains 772 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 28948 members 
Mstep: Class 5 contains 6510 members 
Mstep: Class 6 contains 31622 members 
Mstep: Class 7 contains 69222 members 
Mstep: Class 8 contains 72937 members 
Mstep: Class 9 contains 76617 members 
Mstep: Class 10 contains 42301 members 
Mstep: Class 11 contains 38943 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 69773 members 
Mstep: Class 19 contains 47280 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 48887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583032.000000 Penalty: 34682.753906
Iteration 257Q: 17 clusters Score -7.558303e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84592 members 
Mstep: Class 2 contains 772 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 28945 members 
Mstep: Class 5 contains 6505 members 
Mstep: Class 6 contains 31681 members 
Mstep: Class 7 contains 69230 members 
Mstep: Class 8 contains 72966 members 
Mstep: Class 9 contains 76647 members 
Mstep: Class 10 contains 42358 members 
Mstep: Class 11 contains 38971 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 69490 members 
Mstep: Class 19 contains 47354 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583080.000000 Penalty: 34682.753906
Iteration 258Q: 17 clusters Score -7.558308e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84498 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 1717 members 
Mstep: Class 4 contains 28934 members 
Mstep: Class 5 contains 6500 members 
Mstep: Class 6 contains 31730 members 
Mstep: Class 7 contains 69238 members 
Mstep: Class 8 contains 73031 members 
Mstep: Class 9 contains 76672 members 
Mstep: Class 10 contains 42418 members 
Mstep: Class 11 contains 39006 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 69185 members 
Mstep: Class 19 contains 47408 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583160.000000 Penalty: 34682.753906
Iteration 259Q: 17 clusters Score -7.558316e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84401 members 
Mstep: Class 2 contains 774 members 
Mstep: Class 3 contains 1723 members 
Mstep: Class 4 contains 28916 members 
Mstep: Class 5 contains 6499 members 
Mstep: Class 6 contains 31781 members 
Mstep: Class 7 contains 69216 members 
Mstep: Class 8 contains 73139 members 
Mstep: Class 9 contains 76690 members 
Mstep: Class 10 contains 42472 members 
Mstep: Class 11 contains 39029 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 68905 members 
Mstep: Class 19 contains 47464 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583344.000000 Penalty: 34682.753906
Iteration 260F: 17 clusters Score -7.558334e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 776 members 
Mstep: Class 3 contains 1727 members 
Mstep: Class 4 contains 28900 members 
Mstep: Class 5 contains 6494 members 
Mstep: Class 6 contains 31818 members 
Mstep: Class 7 contains 69199 members 
Mstep: Class 8 contains 73244 members 
Mstep: Class 9 contains 76691 members 
Mstep: Class 10 contains 42507 members 
Mstep: Class 11 contains 39054 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 68648 members 
Mstep: Class 19 contains 47536 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583416.000000 Penalty: 34682.753906
Iteration 261Q: 17 clusters Score -7.558342e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84183 members 
Mstep: Class 2 contains 777 members 
Mstep: Class 3 contains 1731 members 
Mstep: Class 4 contains 28883 members 
Mstep: Class 5 contains 6487 members 
Mstep: Class 6 contains 31885 members 
Mstep: Class 7 contains 69180 members 
Mstep: Class 8 contains 73385 members 
Mstep: Class 9 contains 76688 members 
Mstep: Class 10 contains 42562 members 
Mstep: Class 11 contains 39077 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 68376 members 
Mstep: Class 19 contains 47591 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583392.000000 Penalty: 34682.753906
Iteration 262Q: 17 clusters Score -7.558339e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 84109 members 
Mstep: Class 2 contains 777 members 
Mstep: Class 3 contains 1735 members 
Mstep: Class 4 contains 28865 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 31928 members 
Mstep: Class 7 contains 69161 members 
Mstep: Class 8 contains 73502 members 
Mstep: Class 9 contains 76690 members 
Mstep: Class 10 contains 42625 members 
Mstep: Class 11 contains 39084 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 68116 members 
Mstep: Class 19 contains 47652 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583464.000000 Penalty: 34682.753906
Iteration 263Q: 17 clusters Score -7.558346e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83960 members 
Mstep: Class 2 contains 778 members 
Mstep: Class 3 contains 1733 members 
Mstep: Class 4 contains 28862 members 
Mstep: Class 5 contains 6475 members 
Mstep: Class 6 contains 31989 members 
Mstep: Class 7 contains 69170 members 
Mstep: Class 8 contains 73635 members 
Mstep: Class 9 contains 76691 members 
Mstep: Class 10 contains 42691 members 
Mstep: Class 11 contains 39120 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 67807 members 
Mstep: Class 19 contains 47734 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583624.000000 Penalty: 34682.753906
Iteration 264Q: 17 clusters Score -7.558362e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83822 members 
Mstep: Class 2 contains 777 members 
Mstep: Class 3 contains 1733 members 
Mstep: Class 4 contains 28865 members 
Mstep: Class 5 contains 6469 members 
Mstep: Class 6 contains 32035 members 
Mstep: Class 7 contains 69176 members 
Mstep: Class 8 contains 73738 members 
Mstep: Class 9 contains 76695 members 
Mstep: Class 10 contains 42758 members 
Mstep: Class 11 contains 39168 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 67515 members 
Mstep: Class 19 contains 47799 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583864.000000 Penalty: 34682.753906
Iteration 265Q: 17 clusters Score -7.558386e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83675 members 
Mstep: Class 2 contains 776 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 28875 members 
Mstep: Class 5 contains 6462 members 
Mstep: Class 6 contains 32069 members 
Mstep: Class 7 contains 69178 members 
Mstep: Class 8 contains 73853 members 
Mstep: Class 9 contains 76689 members 
Mstep: Class 10 contains 42815 members 
Mstep: Class 11 contains 39229 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 67260 members 
Mstep: Class 19 contains 47857 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584176.000000 Penalty: 34682.753906
Iteration 266Q: 17 clusters Score -7.558418e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83449 members 
Mstep: Class 2 contains 776 members 
Mstep: Class 3 contains 1750 members 
Mstep: Class 4 contains 28879 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 32103 members 
Mstep: Class 7 contains 69181 members 
Mstep: Class 8 contains 73955 members 
Mstep: Class 9 contains 76680 members 
Mstep: Class 10 contains 42862 members 
Mstep: Class 11 contains 39311 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 67071 members 
Mstep: Class 19 contains 47925 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584600.000000 Penalty: 34682.753906
Iteration 267Q: 17 clusters Score -7.55846e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 776 members 
Mstep: Class 3 contains 1758 members 
Mstep: Class 4 contains 28892 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 32139 members 
Mstep: Class 7 contains 69182 members 
Mstep: Class 8 contains 74000 members 
Mstep: Class 9 contains 76675 members 
Mstep: Class 10 contains 42912 members 
Mstep: Class 11 contains 39404 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 66877 members 
Mstep: Class 19 contains 47994 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 49921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584880.000000 Penalty: 34682.753906
Iteration 268Q: 17 clusters Score -7.558488e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 83042 members 
Mstep: Class 2 contains 776 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 28905 members 
Mstep: Class 5 contains 6447 members 
Mstep: Class 6 contains 32158 members 
Mstep: Class 7 contains 69178 members 
Mstep: Class 8 contains 74028 members 
Mstep: Class 9 contains 76640 members 
Mstep: Class 10 contains 42982 members 
Mstep: Class 11 contains 39489 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 66727 members 
Mstep: Class 19 contains 48067 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585224.000000 Penalty: 34682.753906
Iteration 269Q: 17 clusters Score -7.558522e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82799 members 
Mstep: Class 2 contains 775 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 28922 members 
Mstep: Class 5 contains 6444 members 
Mstep: Class 6 contains 32193 members 
Mstep: Class 7 contains 69181 members 
Mstep: Class 8 contains 74094 members 
Mstep: Class 9 contains 76610 members 
Mstep: Class 10 contains 43036 members 
Mstep: Class 11 contains 39583 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 66600 members 
Mstep: Class 19 contains 48106 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585192.000000 Penalty: 34682.753906
Iteration 270Q: 17 clusters Score -7.558519e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82517 members 
Mstep: Class 2 contains 774 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 28940 members 
Mstep: Class 5 contains 6442 members 
Mstep: Class 6 contains 32228 members 
Mstep: Class 7 contains 69180 members 
Mstep: Class 8 contains 74227 members 
Mstep: Class 9 contains 76569 members 
Mstep: Class 10 contains 43087 members 
Mstep: Class 11 contains 39679 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 66478 members 
Mstep: Class 19 contains 48141 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585048.000000 Penalty: 34682.753906
Iteration 271Q: 17 clusters Score -7.558505e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 82191 members 
Mstep: Class 2 contains 774 members 
Mstep: Class 3 contains 1829 members 
Mstep: Class 4 contains 28966 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 32254 members 
Mstep: Class 7 contains 69184 members 
Mstep: Class 8 contains 74371 members 
Mstep: Class 9 contains 76544 members 
Mstep: Class 10 contains 43146 members 
Mstep: Class 11 contains 39744 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 66366 members 
Mstep: Class 19 contains 48192 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585032.000000 Penalty: 34682.753906
Iteration 272Q: 17 clusters Score -7.558503e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81867 members 
Mstep: Class 2 contains 772 members 
Mstep: Class 3 contains 1862 members 
Mstep: Class 4 contains 28996 members 
Mstep: Class 5 contains 6424 members 
Mstep: Class 6 contains 32280 members 
Mstep: Class 7 contains 69181 members 
Mstep: Class 8 contains 74515 members 
Mstep: Class 9 contains 76520 members 
Mstep: Class 10 contains 43186 members 
Mstep: Class 11 contains 39818 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 66232 members 
Mstep: Class 19 contains 48263 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585160.000000 Penalty: 34682.753906
Iteration 273Q: 17 clusters Score -7.558516e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 771 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 29028 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 32308 members 
Mstep: Class 7 contains 69169 members 
Mstep: Class 8 contains 74615 members 
Mstep: Class 9 contains 76525 members 
Mstep: Class 10 contains 43221 members 
Mstep: Class 11 contains 39877 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 66089 members 
Mstep: Class 19 contains 48346 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585384.000000 Penalty: 34682.753906
Iteration 274Q: 17 clusters Score -7.558538e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81334 members 
Mstep: Class 2 contains 770 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 29058 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 32352 members 
Mstep: Class 7 contains 69170 members 
Mstep: Class 8 contains 74716 members 
Mstep: Class 9 contains 76527 members 
Mstep: Class 10 contains 43235 members 
Mstep: Class 11 contains 39944 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 65937 members 
Mstep: Class 19 contains 48412 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585504.000000 Penalty: 34682.753906
Iteration 275Q: 17 clusters Score -7.55855e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 81001 members 
Mstep: Class 2 contains 769 members 
Mstep: Class 3 contains 1929 members 
Mstep: Class 4 contains 29092 members 
Mstep: Class 5 contains 6386 members 
Mstep: Class 6 contains 32385 members 
Mstep: Class 7 contains 69160 members 
Mstep: Class 8 contains 74834 members 
Mstep: Class 9 contains 76530 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 40011 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 65811 members 
Mstep: Class 19 contains 48474 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585824.000000 Penalty: 34682.753906
Iteration 276Q: 17 clusters Score -7.558582e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 80693 members 
Mstep: Class 2 contains 769 members 
Mstep: Class 3 contains 1951 members 
Mstep: Class 4 contains 29104 members 
Mstep: Class 5 contains 6380 members 
Mstep: Class 6 contains 32435 members 
Mstep: Class 7 contains 69176 members 
Mstep: Class 8 contains 74971 members 
Mstep: Class 9 contains 76529 members 
Mstep: Class 10 contains 43297 members 
Mstep: Class 11 contains 40052 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 65653 members 
Mstep: Class 19 contains 48522 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585968.000000 Penalty: 34682.753906
Iteration 277Q: 17 clusters Score -7.558597e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 769 members 
Mstep: Class 3 contains 1969 members 
Mstep: Class 4 contains 29115 members 
Mstep: Class 5 contains 6375 members 
Mstep: Class 6 contains 32508 members 
Mstep: Class 7 contains 69189 members 
Mstep: Class 8 contains 75083 members 
Mstep: Class 9 contains 76532 members 
Mstep: Class 10 contains 43317 members 
Mstep: Class 11 contains 40117 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 65486 members 
Mstep: Class 19 contains 48576 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586120.000000 Penalty: 34682.753906
Iteration 278Q: 17 clusters Score -7.558612e+07 nChanged 2033
Entering ConstructFrom: 
Score: -75586120.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (80043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Entering Unmasked Estep 
Score: -9968406.000000 Penalty: 1834.676880
	Iteration 0F: 2 clusters Score -9968406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -9916370.000000 Penalty: 3669.353760
	Iteration 0F: 3 clusters Score -9916370 nChanged 38335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -9938267.000000 Penalty: 3669.353760
	Iteration 1F: 3 clusters Score -9938267 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -9938767.000000 Penalty: 3669.353760
	Iteration 2Q: 3 clusters Score -9938767 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -9939342.000000 Penalty: 3669.353760
	Iteration 3Q: 3 clusters Score -9939342 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -9940169.000000 Penalty: 3669.353760
	Iteration 4Q: 3 clusters Score -9940169 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -9941503.000000 Penalty: 3669.353760
	Iteration 5Q: 3 clusters Score -9941503 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -9943550.000000 Penalty: 3669.353760
	Iteration 6Q: 3 clusters Score -9943550 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -9946851.000000 Penalty: 3669.353760
	Iteration 7F: 3 clusters Score -9946851 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -9951527.000000 Penalty: 3669.353760
	Iteration 8F: 3 clusters Score -9951527 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -9955848.000000 Penalty: 3669.353760
	Iteration 9F: 3 clusters Score -9955848 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -9957898.000000 Penalty: 3669.353760
	Iteration 10F: 3 clusters Score -9957898 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -9958817.000000 Penalty: 3669.353760
	Iteration 11Q: 3 clusters Score -9958817 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -9959288.000000 Penalty: 3669.353760
	Iteration 12Q: 3 clusters Score -9959288 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -9959717.000000 Penalty: 3669.353760
	Iteration 13Q: 3 clusters Score -9959717 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -9960207.000000 Penalty: 3669.353760
	Iteration 14Q: 3 clusters Score -9960207 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -9960678.000000 Penalty: 3669.353760
	Iteration 15Q: 3 clusters Score -9960678 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -9961149.000000 Penalty: 3669.353760
	Iteration 16Q: 3 clusters Score -9961149 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -9961691.000000 Penalty: 3669.353760
	Iteration 17Q: 3 clusters Score -9961691 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -9962312.000000 Penalty: 3669.353760
	Iteration 18Q: 3 clusters Score -9962312 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -9962843.000000 Penalty: 3669.353760
	Iteration 19Q: 3 clusters Score -9962843 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -9963440.000000 Penalty: 3669.353760
	Iteration 20F: 3 clusters Score -9963440 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -9963890.000000 Penalty: 3669.353760
	Iteration 21Q: 3 clusters Score -9963890 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -9964366.000000 Penalty: 3669.353760
	Iteration 22Q: 3 clusters Score -9964366 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -9964746.000000 Penalty: 3669.353760
	Iteration 23Q: 3 clusters Score -9964746 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 66678 members 
Entering Unmasked Estep 
Score: -9965124.000000 Penalty: 3669.353760
	Iteration 24Q: 3 clusters Score -9965124 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 68009 members 
Entering Unmasked Estep 
Score: -9965446.000000 Penalty: 3669.353760
	Iteration 25Q: 3 clusters Score -9965446 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -9965731.000000 Penalty: 3669.353760
	Iteration 26Q: 3 clusters Score -9965731 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -9965991.000000 Penalty: 3669.353760
	Iteration 27Q: 3 clusters Score -9965991 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 71377 members 
Entering Unmasked Estep 
Score: -9966211.000000 Penalty: 3669.353760
	Iteration 28Q: 3 clusters Score -9966211 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -9966298.000000 Penalty: 3669.353760
	Iteration 29Q: 3 clusters Score -9966298 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 72999 members 
Entering Unmasked Estep 
Score: -9966504.000000 Penalty: 3669.353760
	Iteration 30Q: 3 clusters Score -9966504 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 73711 members 
Entering Unmasked Estep 
Score: -9966626.000000 Penalty: 3669.353760
	Iteration 31Q: 3 clusters Score -9966626 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 74351 members 
Entering Unmasked Estep 
Score: -9966719.000000 Penalty: 3669.353760
	Iteration 32Q: 3 clusters Score -9966719 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 74922 members 
Entering Unmasked Estep 
Score: -9966801.000000 Penalty: 3669.353760
	Iteration 33Q: 3 clusters Score -9966801 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 75414 members 
Entering Unmasked Estep 
Score: -9966838.000000 Penalty: 3669.353760
	Iteration 34Q: 3 clusters Score -9966838 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 75864 members 
Entering Unmasked Estep 
Score: -9966868.000000 Penalty: 3669.353760
	Iteration 35Q: 3 clusters Score -9966868 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 76234 members 
Entering Unmasked Estep 
Score: -9966849.000000 Penalty: 3669.353760
	Iteration 36Q: 3 clusters Score -9966849 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 76584 members 
Entering Unmasked Estep 
Score: -9966904.000000 Penalty: 3669.353760
	Iteration 37Q: 3 clusters Score -9966904 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 76876 members 
Entering Unmasked Estep 
Score: -9966915.000000 Penalty: 3669.353760
	Iteration 38Q: 3 clusters Score -9966915 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 77141 members 
Entering Unmasked Estep 
Score: -9966960.000000 Penalty: 3669.353760
	Iteration 39Q: 3 clusters Score -9966960 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -9966973.000000 Penalty: 3669.353760
	Iteration 40F: 3 clusters Score -9966973 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 77613 members 
Entering Unmasked Estep 
Score: -9966981.000000 Penalty: 3669.353760
	Iteration 41Q: 3 clusters Score -9966981 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 77841 members 
Entering Unmasked Estep 
Score: -9966983.000000 Penalty: 3669.353760
	Iteration 42Q: 3 clusters Score -9966983 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 78050 members 
Entering Unmasked Estep 
Score: -9967016.000000 Penalty: 3669.353760
	Iteration 43Q: 3 clusters Score -9967016 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 78247 members 
Entering Unmasked Estep 
Score: -9967029.000000 Penalty: 3669.353760
	Iteration 44Q: 3 clusters Score -9967029 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 78399 members 
Entering Unmasked Estep 
Score: -9967031.000000 Penalty: 3669.353760
	Iteration 45Q: 3 clusters Score -9967031 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -9967030.000000 Penalty: 3669.353760
	Iteration 46Q: 3 clusters Score -9967030 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -9967021.000000 Penalty: 3669.353760
	Iteration 47Q: 3 clusters Score -9967021 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -9967048.000000 Penalty: 3669.353760
	Iteration 48Q: 3 clusters Score -9967048 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 78790 members 
Entering Unmasked Estep 
Score: -9967043.000000 Penalty: 3669.353760
	Iteration 49Q: 3 clusters Score -9967043 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 78872 members 
Entering Unmasked Estep 
Score: -9967054.000000 Penalty: 3669.353760
	Iteration 50Q: 3 clusters Score -9967054 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -9967060.000000 Penalty: 3669.353760
	Iteration 51Q: 3 clusters Score -9967060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 79016 members 
Entering Unmasked Estep 
Score: -9967048.000000 Penalty: 3669.353760
	Iteration 52Q: 3 clusters Score -9967048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -9967049.000000 Penalty: 3669.353760
	Iteration 53Q: 3 clusters Score -9967049 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -9967060.000000 Penalty: 3669.353760
	Iteration 54Q: 3 clusters Score -9967060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 79156 members 
Entering Unmasked Estep 
Score: -9967075.000000 Penalty: 3669.353760
	Iteration 55Q: 3 clusters Score -9967075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 79189 members 
Entering Unmasked Estep 
Score: -9967091.000000 Penalty: 3669.353760
	Iteration 56Q: 3 clusters Score -9967091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 79214 members 
Entering Unmasked Estep 
Score: -9967096.000000 Penalty: 3669.353760
	Iteration 57Q: 3 clusters Score -9967096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -9967100.000000 Penalty: 3669.353760
	Iteration 58Q: 3 clusters Score -9967100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 79247 members 
Entering Unmasked Estep 
Score: -9967111.000000 Penalty: 3669.353760
	Iteration 59Q: 3 clusters Score -9967111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 79257 members 
Entering Unmasked Estep 
Score: -9967101.000000 Penalty: 3669.353760
	Iteration 60F: 3 clusters Score -9967101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 79266 members 
Entering Unmasked Estep 
Score: -9967104.000000 Penalty: 3669.353760
	Iteration 61Q: 3 clusters Score -9967104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -9967108.000000 Penalty: 3669.353760
	Iteration 62Q: 3 clusters Score -9967108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 79277 members 
Entering Unmasked Estep 
Score: -9967099.000000 Penalty: 3669.353760
	Iteration 63Q: 3 clusters Score -9967099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 79284 members 
Entering Unmasked Estep 
Score: -9967102.000000 Penalty: 3669.353760
	Iteration 64Q: 3 clusters Score -9967102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 79289 members 
Entering Unmasked Estep 
Score: -9967105.000000 Penalty: 3669.353760
	Iteration 65Q: 3 clusters Score -9967105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 79295 members 
Entering Unmasked Estep 
Score: -9967092.000000 Penalty: 3669.353760
	Iteration 66Q: 3 clusters Score -9967092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 79298 members 
Entering Unmasked Estep 
Score: -9967092.000000 Penalty: 3669.353760
	Iteration 67Q: 3 clusters Score -9967092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 79299 members 
Entering Unmasked Estep 
Score: -9967090.000000 Penalty: 3669.353760
	Iteration 68Q: 3 clusters Score -9967090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -9967088.000000 Penalty: 3669.353760
	Iteration 69Q: 3 clusters Score -9967088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 79301 members 
Entering Unmasked Estep 
Score: -9967091.000000 Penalty: 3669.353760
	Iteration 70Q: 3 clusters Score -9967091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 79301 members 
Entering Unmasked Estep 
Score: -9967091.000000 Penalty: 3669.353760
	Iteration 71F: 3 clusters Score -9967091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -83994.335938 Penalty: 1080.038452
	Iteration 0F: 2 clusters Score -83994.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -82740.101562 Penalty: 2160.076904
	Iteration 0F: 3 clusters Score -82740.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -83003.703125 Penalty: 2160.076904
	Iteration 1F: 3 clusters Score -83003.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -83069.343750 Penalty: 2160.076904
	Iteration 2F: 3 clusters Score -83069.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -83103.804688 Penalty: 2160.076904
	Iteration 3Q: 3 clusters Score -83103.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -83124.000000 Penalty: 2160.076904
	Iteration 4Q: 3 clusters Score -83124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -83140.734375 Penalty: 2160.076904
	Iteration 5Q: 3 clusters Score -83140.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -83151.359375 Penalty: 2160.076904
	Iteration 6Q: 3 clusters Score -83151.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83156.937500 Penalty: 2160.076904
	Iteration 7Q: 3 clusters Score -83156.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83161.984375 Penalty: 2160.076904
	Iteration 8Q: 3 clusters Score -83161.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -83166.664062 Penalty: 2160.076904
	Iteration 9Q: 3 clusters Score -83166.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83169.914062 Penalty: 2160.076904
	Iteration 10Q: 3 clusters Score -83169.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -83171.242188 Penalty: 2160.076904
	Iteration 11Q: 3 clusters Score -83171.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -83174.703125 Penalty: 2160.076904
	Iteration 12Q: 3 clusters Score -83174.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83177.101562 Penalty: 2160.076904
	Iteration 13Q: 3 clusters Score -83177.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -83177.984375 Penalty: 2160.076904
	Iteration 14Q: 3 clusters Score -83177.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83179.828125 Penalty: 2160.076904
	Iteration 15Q: 3 clusters Score -83179.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -83182.484375 Penalty: 2160.076904
	Iteration 16Q: 3 clusters Score -83182.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -83183.703125 Penalty: 2160.076904
	Iteration 17Q: 3 clusters Score -83183.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83188.148438 Penalty: 2160.076904
	Iteration 18Q: 3 clusters Score -83188.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -83191.984375 Penalty: 2160.076904
	Iteration 19Q: 3 clusters Score -83191.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -83195.656250 Penalty: 2160.076904
	Iteration 20F: 3 clusters Score -83195.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -83197.039062 Penalty: 2160.076904
	Iteration 21Q: 3 clusters Score -83197.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83197.804688 Penalty: 2160.076904
	Iteration 22Q: 3 clusters Score -83197.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83199.062500 Penalty: 2160.076904
	Iteration 23Q: 3 clusters Score -83199.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -83200.351562 Penalty: 2160.076904
	Iteration 24Q: 3 clusters Score -83200.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -83200.351562 Penalty: 2160.076904
	Iteration 25F: 3 clusters Score -83200.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -246103.875000 Penalty: 1234.821289
	Iteration 0F: 2 clusters Score -246103.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -243967.125000 Penalty: 2469.642578
	Iteration 0F: 3 clusters Score -243967.1 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -244380.703125 Penalty: 2469.642578
	Iteration 1F: 3 clusters Score -244380.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -244502.453125 Penalty: 2469.642578
	Iteration 2F: 3 clusters Score -244502.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -244578.187500 Penalty: 2469.642578
	Iteration 3F: 3 clusters Score -244578.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -244633.781250 Penalty: 2469.642578
	Iteration 4Q: 3 clusters Score -244633.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -244660.937500 Penalty: 2469.642578
	Iteration 5Q: 3 clusters Score -244660.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -244682.843750 Penalty: 2469.642578
	Iteration 6Q: 3 clusters Score -244682.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -244699.406250 Penalty: 2469.642578
	Iteration 7Q: 3 clusters Score -244699.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -244706.250000 Penalty: 2469.642578
	Iteration 8Q: 3 clusters Score -244706.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -244712.656250 Penalty: 2469.642578
	Iteration 9Q: 3 clusters Score -244712.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -244720.453125 Penalty: 2469.642578
	Iteration 10Q: 3 clusters Score -244720.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -244733.750000 Penalty: 2469.642578
	Iteration 11Q: 3 clusters Score -244733.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -244742.265625 Penalty: 2469.642578
	Iteration 12Q: 3 clusters Score -244742.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -244745.125000 Penalty: 2469.642578
	Iteration 13Q: 3 clusters Score -244745.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -244747.062500 Penalty: 2469.642578
	Iteration 14Q: 3 clusters Score -244747.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -244750.156250 Penalty: 2469.642578
	Iteration 15Q: 3 clusters Score -244750.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -244752.281250 Penalty: 2469.642578
	Iteration 16Q: 3 clusters Score -244752.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -244754.500000 Penalty: 2469.642578
	Iteration 17Q: 3 clusters Score -244754.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -244755.812500 Penalty: 2469.642578
	Iteration 18Q: 3 clusters Score -244755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -244756.921875 Penalty: 2469.642578
	Iteration 19Q: 3 clusters Score -244756.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -244759.000000 Penalty: 2469.642578
	Iteration 20F: 3 clusters Score -244759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -244759.921875 Penalty: 2469.642578
	Iteration 21Q: 3 clusters Score -244759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -244760.640625 Penalty: 2469.642578
	Iteration 22Q: 3 clusters Score -244760.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -244761.312500 Penalty: 2469.642578
	Iteration 23Q: 3 clusters Score -244761.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -244762.671875 Penalty: 2469.642578
	Iteration 24Q: 3 clusters Score -244762.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -244763.031250 Penalty: 2469.642578
	Iteration 25Q: 3 clusters Score -244763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -244763.031250 Penalty: 2469.642578
	Iteration 26F: 3 clusters Score -244763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Entering Unmasked Estep 
Score: -3523896.250000 Penalty: 1670.439331
	Iteration 0F: 2 clusters Score -3523896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3504227.750000 Penalty: 3340.878662
	Iteration 0F: 3 clusters Score -3504228 nChanged 13380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3511711.500000 Penalty: 3340.878662
	Iteration 1F: 3 clusters Score -3511712 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3512260.750000 Penalty: 3340.878662
	Iteration 2Q: 3 clusters Score -3512261 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3513087.000000 Penalty: 3340.878662
	Iteration 3F: 3 clusters Score -3513087 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3514404.500000 Penalty: 3340.878662
	Iteration 4F: 3 clusters Score -3514404 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3516407.750000 Penalty: 3340.878662
	Iteration 5F: 3 clusters Score -3516408 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3518894.000000 Penalty: 3340.878662
	Iteration 6F: 3 clusters Score -3518894 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3520880.250000 Penalty: 3340.878662
	Iteration 7F: 3 clusters Score -3520880 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3521831.250000 Penalty: 3340.878662
	Iteration 8Q: 3 clusters Score -3521831 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3522171.500000 Penalty: 3340.878662
	Iteration 9Q: 3 clusters Score -3522172 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3522318.500000 Penalty: 3340.878662
	Iteration 10Q: 3 clusters Score -3522318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3522360.750000 Penalty: 3340.878662
	Iteration 11Q: 3 clusters Score -3522361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3522395.750000 Penalty: 3340.878662
	Iteration 12Q: 3 clusters Score -3522396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3522402.000000 Penalty: 3340.878662
	Iteration 13Q: 3 clusters Score -3522402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3522407.250000 Penalty: 3340.878662
	Iteration 14Q: 3 clusters Score -3522407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3522415.000000 Penalty: 3340.878662
	Iteration 15Q: 3 clusters Score -3522415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3522416.750000 Penalty: 3340.878662
	Iteration 16Q: 3 clusters Score -3522417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3522423.750000 Penalty: 3340.878662
	Iteration 17Q: 3 clusters Score -3522424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3522432.000000 Penalty: 3340.878662
	Iteration 18Q: 3 clusters Score -3522432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3522427.250000 Penalty: 3340.878662
	Iteration 19Q: 3 clusters Score -3522427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -3522431.250000 Penalty: 3340.878662
	Iteration 20F: 3 clusters Score -3522431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3522434.500000 Penalty: 3340.878662
	Iteration 21Q: 3 clusters Score -3522434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3522437.250000 Penalty: 3340.878662
	Iteration 22Q: 3 clusters Score -3522437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3522437.500000 Penalty: 3340.878662
	Iteration 23Q: 3 clusters Score -3522438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3522437.500000 Penalty: 3340.878662
	Iteration 24F: 3 clusters Score -3522438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Entering Unmasked Estep 
Score: -754831.250000 Penalty: 1423.395142
	Iteration 0F: 2 clusters Score -754831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -749971.750000 Penalty: 2846.790283
	Iteration 0F: 3 clusters Score -749971.8 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -751474.437500 Penalty: 2846.790283
	Iteration 1F: 3 clusters Score -751474.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -751780.312500 Penalty: 2846.790283
	Iteration 2F: 3 clusters Score -751780.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -752037.812500 Penalty: 2846.790283
	Iteration 3F: 3 clusters Score -752037.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -752256.750000 Penalty: 2846.790283
	Iteration 4F: 3 clusters Score -752256.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -752499.250000 Penalty: 2846.790283
	Iteration 5F: 3 clusters Score -752499.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -752764.562500 Penalty: 2846.790283
	Iteration 6F: 3 clusters Score -752764.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -753068.687500 Penalty: 2846.790283
	Iteration 7F: 3 clusters Score -753068.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -753357.187500 Penalty: 2846.790283
	Iteration 8F: 3 clusters Score -753357.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -753590.562500 Penalty: 2846.790283
	Iteration 9Q: 3 clusters Score -753590.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -753773.875000 Penalty: 2846.790283
	Iteration 10Q: 3 clusters Score -753773.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -753918.375000 Penalty: 2846.790283
	Iteration 11Q: 3 clusters Score -753918.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -753981.875000 Penalty: 2846.790283
	Iteration 12Q: 3 clusters Score -753981.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -753997.437500 Penalty: 2846.790283
	Iteration 13Q: 3 clusters Score -753997.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -754005.000000 Penalty: 2846.790283
	Iteration 14Q: 3 clusters Score -754005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -754009.812500 Penalty: 2846.790283
	Iteration 15Q: 3 clusters Score -754009.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -754011.937500 Penalty: 2846.790283
	Iteration 16Q: 3 clusters Score -754011.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -754016.125000 Penalty: 2846.790283
	Iteration 17Q: 3 clusters Score -754016.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -754016.937500 Penalty: 2846.790283
	Iteration 18Q: 3 clusters Score -754016.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -754020.125000 Penalty: 2846.790283
	Iteration 19Q: 3 clusters Score -754020.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -754021.750000 Penalty: 2846.790283
	Iteration 20F: 3 clusters Score -754021.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -754021.625000 Penalty: 2846.790283
	Iteration 21Q: 3 clusters Score -754021.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -754021.562500 Penalty: 2846.790283
	Iteration 22Q: 3 clusters Score -754021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -754021.187500 Penalty: 2846.790283
	Iteration 23Q: 3 clusters Score -754021.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -754021.000000 Penalty: 2846.790283
	Iteration 24Q: 3 clusters Score -754021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -754021.000000 Penalty: 2846.790283
	Iteration 25F: 3 clusters Score -754021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Entering Unmasked Estep 
Score: -4050799.750000 Penalty: 1688.576416
	Iteration 0F: 2 clusters Score -4050800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -4028834.750000 Penalty: 3377.152832
	Iteration 0F: 3 clusters Score -4028835 nChanged 15153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -4037419.500000 Penalty: 3377.152832
	Iteration 1F: 3 clusters Score -4037420 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -4037759.750000 Penalty: 3377.152832
	Iteration 2Q: 3 clusters Score -4037760 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -4038126.000000 Penalty: 3377.152832
	Iteration 3Q: 3 clusters Score -4038126 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -4038548.250000 Penalty: 3377.152832
	Iteration 4Q: 3 clusters Score -4038548 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -4039052.500000 Penalty: 3377.152832
	Iteration 5Q: 3 clusters Score -4039052 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -4039727.000000 Penalty: 3377.152832
	Iteration 6Q: 3 clusters Score -4039727 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -4040479.250000 Penalty: 3377.152832
	Iteration 7Q: 3 clusters Score -4040479 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -4041428.250000 Penalty: 3377.152832
	Iteration 8Q: 3 clusters Score -4041428 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -4042532.500000 Penalty: 3377.152832
	Iteration 9F: 3 clusters Score -4042532 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -4043728.750000 Penalty: 3377.152832
	Iteration 10F: 3 clusters Score -4043729 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -4044721.250000 Penalty: 3377.152832
	Iteration 11Q: 3 clusters Score -4044721 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -4045326.500000 Penalty: 3377.152832
	Iteration 12Q: 3 clusters Score -4045326 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4045677.250000 Penalty: 3377.152832
	Iteration 13Q: 3 clusters Score -4045677 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -4045880.500000 Penalty: 3377.152832
	Iteration 14Q: 3 clusters Score -4045880 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -4046019.000000 Penalty: 3377.152832
	Iteration 15Q: 3 clusters Score -4046019 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -4046123.250000 Penalty: 3377.152832
	Iteration 16Q: 3 clusters Score -4046123 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -4046248.000000 Penalty: 3377.152832
	Iteration 17Q: 3 clusters Score -4046248 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -4046401.250000 Penalty: 3377.152832
	Iteration 18Q: 3 clusters Score -4046401 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -4046544.500000 Penalty: 3377.152832
	Iteration 19Q: 3 clusters Score -4046544 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -4046675.000000 Penalty: 3377.152832
	Iteration 20F: 3 clusters Score -4046675 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -4046829.750000 Penalty: 3377.152832
	Iteration 21Q: 3 clusters Score -4046830 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -4046959.500000 Penalty: 3377.152832
	Iteration 22Q: 3 clusters Score -4046960 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -4047080.500000 Penalty: 3377.152832
	Iteration 23Q: 3 clusters Score -4047080 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -4047230.000000 Penalty: 3377.152832
	Iteration 24Q: 3 clusters Score -4047230 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -4047348.500000 Penalty: 3377.152832
	Iteration 25Q: 3 clusters Score -4047348 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -4047445.250000 Penalty: 3377.152832
	Iteration 26Q: 3 clusters Score -4047445 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -4047542.000000 Penalty: 3377.152832
	Iteration 27Q: 3 clusters Score -4047542 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -4047660.750000 Penalty: 3377.152832
	Iteration 28Q: 3 clusters Score -4047661 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -4047762.750000 Penalty: 3377.152832
	Iteration 29Q: 3 clusters Score -4047763 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -4047851.750000 Penalty: 3377.152832
	Iteration 30Q: 3 clusters Score -4047852 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -4047941.250000 Penalty: 3377.152832
	Iteration 31Q: 3 clusters Score -4047941 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -4048027.750000 Penalty: 3377.152832
	Iteration 32Q: 3 clusters Score -4048028 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -4048139.000000 Penalty: 3377.152832
	Iteration 33Q: 3 clusters Score -4048139 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -4048233.250000 Penalty: 3377.152832
	Iteration 34Q: 3 clusters Score -4048233 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -4048322.000000 Penalty: 3377.152832
	Iteration 35Q: 3 clusters Score -4048322 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -4048409.250000 Penalty: 3377.152832
	Iteration 36Q: 3 clusters Score -4048409 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -4048482.000000 Penalty: 3377.152832
	Iteration 37Q: 3 clusters Score -4048482 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -4048564.000000 Penalty: 3377.152832
	Iteration 38Q: 3 clusters Score -4048564 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -4048644.000000 Penalty: 3377.152832
	Iteration 39Q: 3 clusters Score -4048644 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -4048703.750000 Penalty: 3377.152832
	Iteration 40F: 3 clusters Score -4048704 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -4048792.000000 Penalty: 3377.152832
	Iteration 41Q: 3 clusters Score -4048792 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -4048851.500000 Penalty: 3377.152832
	Iteration 42Q: 3 clusters Score -4048852 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -4048916.500000 Penalty: 3377.152832
	Iteration 43Q: 3 clusters Score -4048916 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -4048974.750000 Penalty: 3377.152832
	Iteration 44Q: 3 clusters Score -4048975 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -4049029.250000 Penalty: 3377.152832
	Iteration 45Q: 3 clusters Score -4049029 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -4049070.250000 Penalty: 3377.152832
	Iteration 46Q: 3 clusters Score -4049070 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -4049110.250000 Penalty: 3377.152832
	Iteration 47Q: 3 clusters Score -4049110 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4049136.750000 Penalty: 3377.152832
	Iteration 48Q: 3 clusters Score -4049137 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -4049160.500000 Penalty: 3377.152832
	Iteration 49Q: 3 clusters Score -4049160 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -4049184.500000 Penalty: 3377.152832
	Iteration 50Q: 3 clusters Score -4049184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -4049219.500000 Penalty: 3377.152832
	Iteration 51Q: 3 clusters Score -4049220 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -4049247.250000 Penalty: 3377.152832
	Iteration 52Q: 3 clusters Score -4049247 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -4049270.500000 Penalty: 3377.152832
	Iteration 53Q: 3 clusters Score -4049270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -4049285.250000 Penalty: 3377.152832
	Iteration 54Q: 3 clusters Score -4049285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -4049302.000000 Penalty: 3377.152832
	Iteration 55Q: 3 clusters Score -4049302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -4049311.500000 Penalty: 3377.152832
	Iteration 56Q: 3 clusters Score -4049312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -4049314.250000 Penalty: 3377.152832
	Iteration 57Q: 3 clusters Score -4049314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4049323.750000 Penalty: 3377.152832
	Iteration 58Q: 3 clusters Score -4049324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -4049327.000000 Penalty: 3377.152832
	Iteration 59Q: 3 clusters Score -4049327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -4049341.750000 Penalty: 3377.152832
	Iteration 60F: 3 clusters Score -4049342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -4049351.000000 Penalty: 3377.152832
	Iteration 61Q: 3 clusters Score -4049351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -4049355.000000 Penalty: 3377.152832
	Iteration 62Q: 3 clusters Score -4049355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -4049358.000000 Penalty: 3377.152832
	Iteration 63Q: 3 clusters Score -4049358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -4049361.500000 Penalty: 3377.152832
	Iteration 64Q: 3 clusters Score -4049362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -4049366.000000 Penalty: 3377.152832
	Iteration 65Q: 3 clusters Score -4049366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4049372.500000 Penalty: 3377.152832
	Iteration 66Q: 3 clusters Score -4049372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -4049373.250000 Penalty: 3377.152832
	Iteration 67Q: 3 clusters Score -4049373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -4049381.500000 Penalty: 3377.152832
	Iteration 68Q: 3 clusters Score -4049382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -4049382.500000 Penalty: 3377.152832
	Iteration 69Q: 3 clusters Score -4049382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -4049380.000000 Penalty: 3377.152832
	Iteration 70Q: 3 clusters Score -4049380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -4049380.250000 Penalty: 3377.152832
	Iteration 71Q: 3 clusters Score -4049380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -4049381.750000 Penalty: 3377.152832
	Iteration 72Q: 3 clusters Score -4049382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -4049387.000000 Penalty: 3377.152832
	Iteration 73Q: 3 clusters Score -4049387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -4049392.500000 Penalty: 3377.152832
	Iteration 74Q: 3 clusters Score -4049392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -4049391.250000 Penalty: 3377.152832
	Iteration 75Q: 3 clusters Score -4049391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -4049397.250000 Penalty: 3377.152832
	Iteration 76Q: 3 clusters Score -4049397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -4049391.500000 Penalty: 3377.152832
	Iteration 77Q: 3 clusters Score -4049392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -4049392.250000 Penalty: 3377.152832
	Iteration 78Q: 3 clusters Score -4049392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -4049389.250000 Penalty: 3377.152832
	Iteration 79Q: 3 clusters Score -4049389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -4049393.500000 Penalty: 3377.152832
	Iteration 80F: 3 clusters Score -4049394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -4049395.000000 Penalty: 3377.152832
	Iteration 81Q: 3 clusters Score -4049395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -4049394.000000 Penalty: 3377.152832
	Iteration 82Q: 3 clusters Score -4049394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -4049396.000000 Penalty: 3377.152832
	Iteration 83Q: 3 clusters Score -4049396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -4049395.000000 Penalty: 3377.152832
	Iteration 84Q: 3 clusters Score -4049395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -4049396.500000 Penalty: 3377.152832
	Iteration 85Q: 3 clusters Score -4049396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -4049396.500000 Penalty: 3377.152832
	Iteration 86F: 3 clusters Score -4049396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69202 members 
Entering Unmasked Estep 
Score: -8623739.000000 Penalty: 1811.027588
	Iteration 0F: 2 clusters Score -8623739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -8578909.000000 Penalty: 3622.055176
	Iteration 0F: 3 clusters Score -8578909 nChanged 32594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -8597289.000000 Penalty: 3622.055176
	Iteration 1F: 3 clusters Score -8597289 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -8597802.000000 Penalty: 3622.055176
	Iteration 2Q: 3 clusters Score -8597802 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -8598443.000000 Penalty: 3622.055176
	Iteration 3Q: 3 clusters Score -8598443 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -8599201.000000 Penalty: 3622.055176
	Iteration 4Q: 3 clusters Score -8599201 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -8600210.000000 Penalty: 3622.055176
	Iteration 5Q: 3 clusters Score -8600210 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -8601753.000000 Penalty: 3622.055176
	Iteration 6Q: 3 clusters Score -8601753 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -8603971.000000 Penalty: 3622.055176
	Iteration 7F: 3 clusters Score -8603971 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -8607125.000000 Penalty: 3622.055176
	Iteration 8F: 3 clusters Score -8607125 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -8610586.000000 Penalty: 3622.055176
	Iteration 9F: 3 clusters Score -8610586 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -8612855.000000 Penalty: 3622.055176
	Iteration 10F: 3 clusters Score -8612855 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -8613764.000000 Penalty: 3622.055176
	Iteration 11Q: 3 clusters Score -8613764 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -8614151.000000 Penalty: 3622.055176
	Iteration 12Q: 3 clusters Score -8614151 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -8614474.000000 Penalty: 3622.055176
	Iteration 13Q: 3 clusters Score -8614474 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -8614763.000000 Penalty: 3622.055176
	Iteration 14Q: 3 clusters Score -8614763 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -8615029.000000 Penalty: 3622.055176
	Iteration 15Q: 3 clusters Score -8615029 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -8615257.000000 Penalty: 3622.055176
	Iteration 16Q: 3 clusters Score -8615257 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -8615493.000000 Penalty: 3622.055176
	Iteration 17Q: 3 clusters Score -8615493 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -8615699.000000 Penalty: 3622.055176
	Iteration 18Q: 3 clusters Score -8615699 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -8615904.000000 Penalty: 3622.055176
	Iteration 19Q: 3 clusters Score -8615904 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -8616012.000000 Penalty: 3622.055176
	Iteration 20F: 3 clusters Score -8616012 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -8616133.000000 Penalty: 3622.055176
	Iteration 21Q: 3 clusters Score -8616133 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -8616213.000000 Penalty: 3622.055176
	Iteration 22Q: 3 clusters Score -8616213 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -8616346.000000 Penalty: 3622.055176
	Iteration 23Q: 3 clusters Score -8616346 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -8616452.000000 Penalty: 3622.055176
	Iteration 24Q: 3 clusters Score -8616452 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -8616578.000000 Penalty: 3622.055176
	Iteration 25Q: 3 clusters Score -8616578 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -8616659.000000 Penalty: 3622.055176
	Iteration 26Q: 3 clusters Score -8616659 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -8616719.000000 Penalty: 3622.055176
	Iteration 27Q: 3 clusters Score -8616719 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -8616799.000000 Penalty: 3622.055176
	Iteration 28Q: 3 clusters Score -8616799 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -8616890.000000 Penalty: 3622.055176
	Iteration 29Q: 3 clusters Score -8616890 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -8616984.000000 Penalty: 3622.055176
	Iteration 30Q: 3 clusters Score -8616984 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -8617070.000000 Penalty: 3622.055176
	Iteration 31Q: 3 clusters Score -8617070 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -8617186.000000 Penalty: 3622.055176
	Iteration 32Q: 3 clusters Score -8617186 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -8617309.000000 Penalty: 3622.055176
	Iteration 33Q: 3 clusters Score -8617309 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -8617459.000000 Penalty: 3622.055176
	Iteration 34Q: 3 clusters Score -8617459 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -8617596.000000 Penalty: 3622.055176
	Iteration 35Q: 3 clusters Score -8617596 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -8617744.000000 Penalty: 3622.055176
	Iteration 36Q: 3 clusters Score -8617744 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -8617864.000000 Penalty: 3622.055176
	Iteration 37Q: 3 clusters Score -8617864 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -8617985.000000 Penalty: 3622.055176
	Iteration 38Q: 3 clusters Score -8617985 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -8618066.000000 Penalty: 3622.055176
	Iteration 39Q: 3 clusters Score -8618066 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -8618190.000000 Penalty: 3622.055176
	Iteration 40F: 3 clusters Score -8618190 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
Score: -8618343.000000 Penalty: 3622.055176
	Iteration 41Q: 3 clusters Score -8618343 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -8618461.000000 Penalty: 3622.055176
	Iteration 42Q: 3 clusters Score -8618461 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 56034 members 
Entering Unmasked Estep 
Score: -8618579.000000 Penalty: 3622.055176
	Iteration 43Q: 3 clusters Score -8618579 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -8618708.000000 Penalty: 3622.055176
	Iteration 44Q: 3 clusters Score -8618708 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -8618868.000000 Penalty: 3622.055176
	Iteration 45Q: 3 clusters Score -8618868 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -8618997.000000 Penalty: 3622.055176
	Iteration 46Q: 3 clusters Score -8618997 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 58477 members 
Entering Unmasked Estep 
Score: -8619130.000000 Penalty: 3622.055176
	Iteration 47Q: 3 clusters Score -8619130 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 59076 members 
Entering Unmasked Estep 
Score: -8619253.000000 Penalty: 3622.055176
	Iteration 48Q: 3 clusters Score -8619253 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -8619404.000000 Penalty: 3622.055176
	Iteration 49Q: 3 clusters Score -8619404 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -8619562.000000 Penalty: 3622.055176
	Iteration 50Q: 3 clusters Score -8619562 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -8619726.000000 Penalty: 3622.055176
	Iteration 51Q: 3 clusters Score -8619726 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -8619919.000000 Penalty: 3622.055176
	Iteration 52Q: 3 clusters Score -8619919 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 62172 members 
Entering Unmasked Estep 
Score: -8620056.000000 Penalty: 3622.055176
	Iteration 53Q: 3 clusters Score -8620056 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -8620267.000000 Penalty: 3622.055176
	Iteration 54Q: 3 clusters Score -8620267 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 63313 members 
Entering Unmasked Estep 
Score: -8620429.000000 Penalty: 3622.055176
	Iteration 55Q: 3 clusters Score -8620429 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -8620568.000000 Penalty: 3622.055176
	Iteration 56Q: 3 clusters Score -8620568 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -8620763.000000 Penalty: 3622.055176
	Iteration 57Q: 3 clusters Score -8620763 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -8620904.000000 Penalty: 3622.055176
	Iteration 58Q: 3 clusters Score -8620904 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -8621104.000000 Penalty: 3622.055176
	Iteration 59Q: 3 clusters Score -8621104 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 65746 members 
Entering Unmasked Estep 
Score: -8621240.000000 Penalty: 3622.055176
	Iteration 60F: 3 clusters Score -8621240 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -8621443.000000 Penalty: 3622.055176
	Iteration 61Q: 3 clusters Score -8621443 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 66546 members 
Entering Unmasked Estep 
Score: -8621616.000000 Penalty: 3622.055176
	Iteration 62Q: 3 clusters Score -8621616 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -8621722.000000 Penalty: 3622.055176
	Iteration 63Q: 3 clusters Score -8621722 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -8621800.000000 Penalty: 3622.055176
	Iteration 64Q: 3 clusters Score -8621800 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -8621882.000000 Penalty: 3622.055176
	Iteration 65Q: 3 clusters Score -8621882 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -8621943.000000 Penalty: 3622.055176
	Iteration 66Q: 3 clusters Score -8621943 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 67729 members 
Entering Unmasked Estep 
Score: -8621996.000000 Penalty: 3622.055176
	Iteration 67Q: 3 clusters Score -8621996 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 67850 members 
Entering Unmasked Estep 
Score: -8622041.000000 Penalty: 3622.055176
	Iteration 68Q: 3 clusters Score -8622041 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 67959 members 
Entering Unmasked Estep 
Score: -8622068.000000 Penalty: 3622.055176
	Iteration 69Q: 3 clusters Score -8622068 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 68038 members 
Entering Unmasked Estep 
Score: -8622093.000000 Penalty: 3622.055176
	Iteration 70Q: 3 clusters Score -8622093 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 68109 members 
Entering Unmasked Estep 
Score: -8622126.000000 Penalty: 3622.055176
	Iteration 71Q: 3 clusters Score -8622126 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -8622132.000000 Penalty: 3622.055176
	Iteration 72Q: 3 clusters Score -8622132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -8622172.000000 Penalty: 3622.055176
	Iteration 73Q: 3 clusters Score -8622172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 68257 members 
Entering Unmasked Estep 
Score: -8622184.000000 Penalty: 3622.055176
	Iteration 74Q: 3 clusters Score -8622184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 68285 members 
Entering Unmasked Estep 
Score: -8622191.000000 Penalty: 3622.055176
	Iteration 75Q: 3 clusters Score -8622191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 68315 members 
Entering Unmasked Estep 
Score: -8622198.000000 Penalty: 3622.055176
	Iteration 76Q: 3 clusters Score -8622198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 68339 members 
Entering Unmasked Estep 
Score: -8622196.000000 Penalty: 3622.055176
	Iteration 77Q: 3 clusters Score -8622196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 68367 members 
Entering Unmasked Estep 
Score: -8622201.000000 Penalty: 3622.055176
	Iteration 78Q: 3 clusters Score -8622201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -8622204.000000 Penalty: 3622.055176
	Iteration 79Q: 3 clusters Score -8622204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 68410 members 
Entering Unmasked Estep 
Score: -8622217.000000 Penalty: 3622.055176
	Iteration 80F: 3 clusters Score -8622217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -8622215.000000 Penalty: 3622.055176
	Iteration 81Q: 3 clusters Score -8622215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -8622224.000000 Penalty: 3622.055176
	Iteration 82Q: 3 clusters Score -8622224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -8622223.000000 Penalty: 3622.055176
	Iteration 83Q: 3 clusters Score -8622223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 68449 members 
Entering Unmasked Estep 
Score: -8622211.000000 Penalty: 3622.055176
	Iteration 84Q: 3 clusters Score -8622211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 68456 members 
Entering Unmasked Estep 
Score: -8622216.000000 Penalty: 3622.055176
	Iteration 85Q: 3 clusters Score -8622216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 68464 members 
Entering Unmasked Estep 
Score: -8622218.000000 Penalty: 3622.055176
	Iteration 86Q: 3 clusters Score -8622218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 68472 members 
Entering Unmasked Estep 
Score: -8622222.000000 Penalty: 3622.055176
	Iteration 87Q: 3 clusters Score -8622222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 68477 members 
Entering Unmasked Estep 
Score: -8622222.000000 Penalty: 3622.055176
	Iteration 88Q: 3 clusters Score -8622222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 68480 members 
Entering Unmasked Estep 
Score: -8622226.000000 Penalty: 3622.055176
	Iteration 89Q: 3 clusters Score -8622226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -8622218.000000 Penalty: 3622.055176
	Iteration 90Q: 3 clusters Score -8622218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 68485 members 
Entering Unmasked Estep 
Score: -8622225.000000 Penalty: 3622.055176
	Iteration 91Q: 3 clusters Score -8622225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 68485 members 
Entering Unmasked Estep 
Score: -8622225.000000 Penalty: 3622.055176
	Iteration 92F: 3 clusters Score -8622225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (75185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75185 members 
Entering Unmasked Estep 
Score: -9305406.000000 Penalty: 1824.502319
	Iteration 0F: 2 clusters Score -9305406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -9255586.000000 Penalty: 3649.004639
	Iteration 0F: 3 clusters Score -9255586 nChanged 35733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -9277959.000000 Penalty: 3649.004639
	Iteration 1F: 3 clusters Score -9277959 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -9280601.000000 Penalty: 3649.004639
	Iteration 2F: 3 clusters Score -9280601 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -9284219.000000 Penalty: 3649.004639
	Iteration 3F: 3 clusters Score -9284219 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -9289088.000000 Penalty: 3649.004639
	Iteration 4F: 3 clusters Score -9289088 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -9294531.000000 Penalty: 3649.004639
	Iteration 5F: 3 clusters Score -9294531 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -9298380.000000 Penalty: 3649.004639
	Iteration 6F: 3 clusters Score -9298380 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -9300042.000000 Penalty: 3649.004639
	Iteration 7Q: 3 clusters Score -9300042 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -9300713.000000 Penalty: 3649.004639
	Iteration 8Q: 3 clusters Score -9300713 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -9301103.000000 Penalty: 3649.004639
	Iteration 9Q: 3 clusters Score -9301103 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -9301360.000000 Penalty: 3649.004639
	Iteration 10Q: 3 clusters Score -9301360 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -9301625.000000 Penalty: 3649.004639
	Iteration 11Q: 3 clusters Score -9301625 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -9301777.000000 Penalty: 3649.004639
	Iteration 12Q: 3 clusters Score -9301777 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -9301912.000000 Penalty: 3649.004639
	Iteration 13Q: 3 clusters Score -9301912 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -9302034.000000 Penalty: 3649.004639
	Iteration 14Q: 3 clusters Score -9302034 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -9302129.000000 Penalty: 3649.004639
	Iteration 15Q: 3 clusters Score -9302129 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -9302235.000000 Penalty: 3649.004639
	Iteration 16Q: 3 clusters Score -9302235 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -9302319.000000 Penalty: 3649.004639
	Iteration 17Q: 3 clusters Score -9302319 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -9302395.000000 Penalty: 3649.004639
	Iteration 18Q: 3 clusters Score -9302395 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63797 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -9302487.000000 Penalty: 3649.004639
	Iteration 19Q: 3 clusters Score -9302487 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64073 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -9302551.000000 Penalty: 3649.004639
	Iteration 20F: 3 clusters Score -9302551 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -9302646.000000 Penalty: 3649.004639
	Iteration 21Q: 3 clusters Score -9302646 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -9302706.000000 Penalty: 3649.004639
	Iteration 22Q: 3 clusters Score -9302706 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64887 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -9302775.000000 Penalty: 3649.004639
	Iteration 23Q: 3 clusters Score -9302775 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -9302866.000000 Penalty: 3649.004639
	Iteration 24Q: 3 clusters Score -9302866 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -9302923.000000 Penalty: 3649.004639
	Iteration 25Q: 3 clusters Score -9302923 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -9302990.000000 Penalty: 3649.004639
	Iteration 26Q: 3 clusters Score -9302990 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65908 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -9303069.000000 Penalty: 3649.004639
	Iteration 27Q: 3 clusters Score -9303069 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66155 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -9303143.000000 Penalty: 3649.004639
	Iteration 28Q: 3 clusters Score -9303143 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -9303225.000000 Penalty: 3649.004639
	Iteration 29Q: 3 clusters Score -9303225 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -9303293.000000 Penalty: 3649.004639
	Iteration 30Q: 3 clusters Score -9303293 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -9303353.000000 Penalty: 3649.004639
	Iteration 31Q: 3 clusters Score -9303353 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -9303402.000000 Penalty: 3649.004639
	Iteration 32Q: 3 clusters Score -9303402 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67222 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -9303456.000000 Penalty: 3649.004639
	Iteration 33Q: 3 clusters Score -9303456 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67400 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -9303485.000000 Penalty: 3649.004639
	Iteration 34Q: 3 clusters Score -9303485 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67581 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -9303552.000000 Penalty: 3649.004639
	Iteration 35Q: 3 clusters Score -9303552 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -9303596.000000 Penalty: 3649.004639
	Iteration 36Q: 3 clusters Score -9303596 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -9303633.000000 Penalty: 3649.004639
	Iteration 37Q: 3 clusters Score -9303633 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68075 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -9303671.000000 Penalty: 3649.004639
	Iteration 38Q: 3 clusters Score -9303671 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68218 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -9303715.000000 Penalty: 3649.004639
	Iteration 39Q: 3 clusters Score -9303715 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68358 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -9303760.000000 Penalty: 3649.004639
	Iteration 40F: 3 clusters Score -9303760 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -9303784.000000 Penalty: 3649.004639
	Iteration 41Q: 3 clusters Score -9303784 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68665 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -9303828.000000 Penalty: 3649.004639
	Iteration 42Q: 3 clusters Score -9303828 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68823 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -9303871.000000 Penalty: 3649.004639
	Iteration 43Q: 3 clusters Score -9303871 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68986 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -9303925.000000 Penalty: 3649.004639
	Iteration 44Q: 3 clusters Score -9303925 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -9304001.000000 Penalty: 3649.004639
	Iteration 45Q: 3 clusters Score -9304001 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69383 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -9304069.000000 Penalty: 3649.004639
	Iteration 46Q: 3 clusters Score -9304069 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69582 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -9304130.000000 Penalty: 3649.004639
	Iteration 47Q: 3 clusters Score -9304130 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69793 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -9304227.000000 Penalty: 3649.004639
	Iteration 48Q: 3 clusters Score -9304227 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70031 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -9304313.000000 Penalty: 3649.004639
	Iteration 49Q: 3 clusters Score -9304313 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70276 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -9304361.000000 Penalty: 3649.004639
	Iteration 50Q: 3 clusters Score -9304361 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70512 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -9304406.000000 Penalty: 3649.004639
	Iteration 51Q: 3 clusters Score -9304406 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70740 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -9304433.000000 Penalty: 3649.004639
	Iteration 52Q: 3 clusters Score -9304433 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -9304487.000000 Penalty: 3649.004639
	Iteration 53Q: 3 clusters Score -9304487 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71185 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -9304511.000000 Penalty: 3649.004639
	Iteration 54Q: 3 clusters Score -9304511 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71380 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -9304551.000000 Penalty: 3649.004639
	Iteration 55Q: 3 clusters Score -9304551 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71577 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -9304642.000000 Penalty: 3649.004639
	Iteration 56Q: 3 clusters Score -9304642 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -9304657.000000 Penalty: 3649.004639
	Iteration 57Q: 3 clusters Score -9304657 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71938 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -9304723.000000 Penalty: 3649.004639
	Iteration 58Q: 3 clusters Score -9304723 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72111 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -9304754.000000 Penalty: 3649.004639
	Iteration 59Q: 3 clusters Score -9304754 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72282 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -9304779.000000 Penalty: 3649.004639
	Iteration 60F: 3 clusters Score -9304779 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -9304783.000000 Penalty: 3649.004639
	Iteration 61Q: 3 clusters Score -9304783 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72566 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -9304789.000000 Penalty: 3649.004639
	Iteration 62Q: 3 clusters Score -9304789 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -9304786.000000 Penalty: 3649.004639
	Iteration 63Q: 3 clusters Score -9304786 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -9304814.000000 Penalty: 3649.004639
	Iteration 64Q: 3 clusters Score -9304814 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72900 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -9304836.000000 Penalty: 3649.004639
	Iteration 65Q: 3 clusters Score -9304836 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -9304859.000000 Penalty: 3649.004639
	Iteration 66Q: 3 clusters Score -9304859 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -9304846.000000 Penalty: 3649.004639
	Iteration 67Q: 3 clusters Score -9304846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73097 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -9304833.000000 Penalty: 3649.004639
	Iteration 68Q: 3 clusters Score -9304833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9304831.000000 Penalty: 3649.004639
	Iteration 69Q: 3 clusters Score -9304831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73179 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -9304830.000000 Penalty: 3649.004639
	Iteration 70Q: 3 clusters Score -9304830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73212 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -9304830.000000 Penalty: 3649.004639
	Iteration 71Q: 3 clusters Score -9304830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -9304840.000000 Penalty: 3649.004639
	Iteration 72Q: 3 clusters Score -9304840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -9304844.000000 Penalty: 3649.004639
	Iteration 73Q: 3 clusters Score -9304844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73249 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -9304844.000000 Penalty: 3649.004639
	Iteration 74Q: 3 clusters Score -9304844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9304826.000000 Penalty: 3649.004639
	Iteration 75Q: 3 clusters Score -9304826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73260 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9304831.000000 Penalty: 3649.004639
	Iteration 76Q: 3 clusters Score -9304831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73266 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -9304824.000000 Penalty: 3649.004639
	Iteration 77Q: 3 clusters Score -9304824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73273 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -9304830.000000 Penalty: 3649.004639
	Iteration 78Q: 3 clusters Score -9304830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73279 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9304832.000000 Penalty: 3649.004639
	Iteration 79Q: 3 clusters Score -9304832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73287 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -9304827.000000 Penalty: 3649.004639
	Iteration 80F: 3 clusters Score -9304827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -9304835.000000 Penalty: 3649.004639
	Iteration 81Q: 3 clusters Score -9304835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73300 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -9304836.000000 Penalty: 3649.004639
	Iteration 82Q: 3 clusters Score -9304836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9304833.000000 Penalty: 3649.004639
	Iteration 83Q: 3 clusters Score -9304833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -9304832.000000 Penalty: 3649.004639
	Iteration 84Q: 3 clusters Score -9304832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -9304835.000000 Penalty: 3649.004639
	Iteration 85Q: 3 clusters Score -9304835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73336 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -9304831.000000 Penalty: 3649.004639
	Iteration 86Q: 3 clusters Score -9304831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -9304837.000000 Penalty: 3649.004639
	Iteration 87Q: 3 clusters Score -9304837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73359 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -9304833.000000 Penalty: 3649.004639
	Iteration 88Q: 3 clusters Score -9304833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -9304837.000000 Penalty: 3649.004639
	Iteration 89Q: 3 clusters Score -9304837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73386 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9304832.000000 Penalty: 3649.004639
	Iteration 90Q: 3 clusters Score -9304832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73398 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -9304842.000000 Penalty: 3649.004639
	Iteration 91Q: 3 clusters Score -9304842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9304839.000000 Penalty: 3649.004639
	Iteration 92Q: 3 clusters Score -9304839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73419 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9304829.000000 Penalty: 3649.004639
	Iteration 93Q: 3 clusters Score -9304829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73431 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -9304834.000000 Penalty: 3649.004639
	Iteration 94Q: 3 clusters Score -9304834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9304833.000000 Penalty: 3649.004639
	Iteration 95Q: 3 clusters Score -9304833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73451 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -9304824.000000 Penalty: 3649.004639
	Iteration 96Q: 3 clusters Score -9304824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73459 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -9304818.000000 Penalty: 3649.004639
	Iteration 97Q: 3 clusters Score -9304818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73466 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -9304819.000000 Penalty: 3649.004639
	Iteration 98Q: 3 clusters Score -9304819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73469 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -9304823.000000 Penalty: 3649.004639
	Iteration 99Q: 3 clusters Score -9304823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73474 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -9304821.000000 Penalty: 3649.004639
	Iteration 100F: 3 clusters Score -9304821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73477 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -9304813.000000 Penalty: 3649.004639
	Iteration 101Q: 3 clusters Score -9304813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73481 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9304816.000000 Penalty: 3649.004639
	Iteration 102Q: 3 clusters Score -9304816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9304818.000000 Penalty: 3649.004639
	Iteration 103Q: 3 clusters Score -9304818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -9304824.000000 Penalty: 3649.004639
	Iteration 104Q: 3 clusters Score -9304824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73497 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -9304826.000000 Penalty: 3649.004639
	Iteration 105Q: 3 clusters Score -9304826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73509 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9304820.000000 Penalty: 3649.004639
	Iteration 106Q: 3 clusters Score -9304820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73522 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -9304831.000000 Penalty: 3649.004639
	Iteration 107Q: 3 clusters Score -9304831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73532 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -9304829.000000 Penalty: 3649.004639
	Iteration 108Q: 3 clusters Score -9304829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73538 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -9304829.000000 Penalty: 3649.004639
	Iteration 109Q: 3 clusters Score -9304829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73546 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -9304838.000000 Penalty: 3649.004639
	Iteration 110Q: 3 clusters Score -9304838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73556 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -9304838.000000 Penalty: 3649.004639
	Iteration 111Q: 3 clusters Score -9304838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9304835.000000 Penalty: 3649.004639
	Iteration 112Q: 3 clusters Score -9304835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73563 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9304839.000000 Penalty: 3649.004639
	Iteration 113Q: 3 clusters Score -9304839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -9304837.000000 Penalty: 3649.004639
	Iteration 114Q: 3 clusters Score -9304837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73573 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -9304834.000000 Penalty: 3649.004639
	Iteration 115Q: 3 clusters Score -9304834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73576 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -9304837.000000 Penalty: 3649.004639
	Iteration 116Q: 3 clusters Score -9304837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73577 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -9304845.000000 Penalty: 3649.004639
	Iteration 117Q: 3 clusters Score -9304845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73577 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -9304845.000000 Penalty: 3649.004639
	Iteration 118F: 3 clusters Score -9304845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76561 members 
Entering Unmasked Estep 
Score: -9514270.000000 Penalty: 1827.449463
	Iteration 0F: 2 clusters Score -9514270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -9465243.000000 Penalty: 3654.898926
	Iteration 0F: 3 clusters Score -9465243 nChanged 36334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -9486040.000000 Penalty: 3654.898926
	Iteration 1F: 3 clusters Score -9486040 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -9486867.000000 Penalty: 3654.898926
	Iteration 2Q: 3 clusters Score -9486867 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -9488004.000000 Penalty: 3654.898926
	Iteration 3Q: 3 clusters Score -9488004 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -9489590.000000 Penalty: 3654.898926
	Iteration 4Q: 3 clusters Score -9489590 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -9491660.000000 Penalty: 3654.898926
	Iteration 5F: 3 clusters Score -9491660 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -9494593.000000 Penalty: 3654.898926
	Iteration 6F: 3 clusters Score -9494593 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -9498204.000000 Penalty: 3654.898926
	Iteration 7F: 3 clusters Score -9498204 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -9501386.000000 Penalty: 3654.898926
	Iteration 8F: 3 clusters Score -9501386 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -9503470.000000 Penalty: 3654.898926
	Iteration 9Q: 3 clusters Score -9503470 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -9504624.000000 Penalty: 3654.898926
	Iteration 10Q: 3 clusters Score -9504624 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -9505476.000000 Penalty: 3654.898926
	Iteration 11Q: 3 clusters Score -9505476 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 60041 members 
Entering Unmasked Estep 
Score: -9506236.000000 Penalty: 3654.898926
	Iteration 12Q: 3 clusters Score -9506236 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -9507085.000000 Penalty: 3654.898926
	Iteration 13Q: 3 clusters Score -9507085 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 63748 members 
Entering Unmasked Estep 
Score: -9507926.000000 Penalty: 3654.898926
	Iteration 14Q: 3 clusters Score -9507926 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 65396 members 
Entering Unmasked Estep 
Score: -9508639.000000 Penalty: 3654.898926
	Iteration 15Q: 3 clusters Score -9508639 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -9509310.000000 Penalty: 3654.898926
	Iteration 16Q: 3 clusters Score -9509310 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 68165 members 
Entering Unmasked Estep 
Score: -9509901.000000 Penalty: 3654.898926
	Iteration 17Q: 3 clusters Score -9509901 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 69278 members 
Entering Unmasked Estep 
Score: -9510352.000000 Penalty: 3654.898926
	Iteration 18Q: 3 clusters Score -9510352 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -9510710.000000 Penalty: 3654.898926
	Iteration 19Q: 3 clusters Score -9510710 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 71037 members 
Entering Unmasked Estep 
Score: -9511040.000000 Penalty: 3654.898926
	Iteration 20F: 3 clusters Score -9511040 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -9511297.000000 Penalty: 3654.898926
	Iteration 21Q: 3 clusters Score -9511297 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -9511521.000000 Penalty: 3654.898926
	Iteration 22Q: 3 clusters Score -9511521 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 72911 members 
Entering Unmasked Estep 
Score: -9511721.000000 Penalty: 3654.898926
	Iteration 23Q: 3 clusters Score -9511721 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
Score: -9511944.000000 Penalty: 3654.898926
	Iteration 24Q: 3 clusters Score -9511944 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 73759 members 
Entering Unmasked Estep 
Score: -9512071.000000 Penalty: 3654.898926
	Iteration 25Q: 3 clusters Score -9512071 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 74051 members 
Entering Unmasked Estep 
Score: -9512157.000000 Penalty: 3654.898926
	Iteration 26Q: 3 clusters Score -9512157 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 74296 members 
Entering Unmasked Estep 
Score: -9512243.000000 Penalty: 3654.898926
	Iteration 27Q: 3 clusters Score -9512243 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 74512 members 
Entering Unmasked Estep 
Score: -9512321.000000 Penalty: 3654.898926
	Iteration 28Q: 3 clusters Score -9512321 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 74694 members 
Entering Unmasked Estep 
Score: -9512397.000000 Penalty: 3654.898926
	Iteration 29Q: 3 clusters Score -9512397 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 74855 members 
Entering Unmasked Estep 
Score: -9512485.000000 Penalty: 3654.898926
	Iteration 30Q: 3 clusters Score -9512485 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 74992 members 
Entering Unmasked Estep 
Score: -9512522.000000 Penalty: 3654.898926
	Iteration 31Q: 3 clusters Score -9512522 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 75113 members 
Entering Unmasked Estep 
Score: -9512589.000000 Penalty: 3654.898926
	Iteration 32Q: 3 clusters Score -9512589 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -9512637.000000 Penalty: 3654.898926
	Iteration 33Q: 3 clusters Score -9512637 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 75263 members 
Entering Unmasked Estep 
Score: -9512671.000000 Penalty: 3654.898926
	Iteration 34Q: 3 clusters Score -9512671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -9512691.000000 Penalty: 3654.898926
	Iteration 35Q: 3 clusters Score -9512691 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -9512712.000000 Penalty: 3654.898926
	Iteration 36Q: 3 clusters Score -9512712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 75425 members 
Entering Unmasked Estep 
Score: -9512721.000000 Penalty: 3654.898926
	Iteration 37Q: 3 clusters Score -9512721 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -9512755.000000 Penalty: 3654.898926
	Iteration 38Q: 3 clusters Score -9512755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 75506 members 
Entering Unmasked Estep 
Score: -9512770.000000 Penalty: 3654.898926
	Iteration 39Q: 3 clusters Score -9512770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 75546 members 
Entering Unmasked Estep 
Score: -9512763.000000 Penalty: 3654.898926
	Iteration 40F: 3 clusters Score -9512763 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 75583 members 
Entering Unmasked Estep 
Score: -9512779.000000 Penalty: 3654.898926
	Iteration 41Q: 3 clusters Score -9512779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 75610 members 
Entering Unmasked Estep 
Score: -9512776.000000 Penalty: 3654.898926
	Iteration 42Q: 3 clusters Score -9512776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 75636 members 
Entering Unmasked Estep 
Score: -9512786.000000 Penalty: 3654.898926
	Iteration 43Q: 3 clusters Score -9512786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 75664 members 
Entering Unmasked Estep 
Score: -9512787.000000 Penalty: 3654.898926
	Iteration 44Q: 3 clusters Score -9512787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 75681 members 
Entering Unmasked Estep 
Score: -9512810.000000 Penalty: 3654.898926
	Iteration 45Q: 3 clusters Score -9512810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 75704 members 
Entering Unmasked Estep 
Score: -9512825.000000 Penalty: 3654.898926
	Iteration 46Q: 3 clusters Score -9512825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 75715 members 
Entering Unmasked Estep 
Score: -9512816.000000 Penalty: 3654.898926
	Iteration 47Q: 3 clusters Score -9512816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 75728 members 
Entering Unmasked Estep 
Score: -9512835.000000 Penalty: 3654.898926
	Iteration 48Q: 3 clusters Score -9512835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 75742 members 
Entering Unmasked Estep 
Score: -9512852.000000 Penalty: 3654.898926
	Iteration 49Q: 3 clusters Score -9512852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -9512856.000000 Penalty: 3654.898926
	Iteration 50Q: 3 clusters Score -9512856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 75769 members 
Entering Unmasked Estep 
Score: -9512854.000000 Penalty: 3654.898926
	Iteration 51Q: 3 clusters Score -9512854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 75779 members 
Entering Unmasked Estep 
Score: -9512864.000000 Penalty: 3654.898926
	Iteration 52Q: 3 clusters Score -9512864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
Score: -9512864.000000 Penalty: 3654.898926
	Iteration 53Q: 3 clusters Score -9512864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 75795 members 
Entering Unmasked Estep 
Score: -9512857.000000 Penalty: 3654.898926
	Iteration 54Q: 3 clusters Score -9512857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 75798 members 
Entering Unmasked Estep 
Score: -9512867.000000 Penalty: 3654.898926
	Iteration 55Q: 3 clusters Score -9512867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 75802 members 
Entering Unmasked Estep 
Score: -9512865.000000 Penalty: 3654.898926
	Iteration 56Q: 3 clusters Score -9512865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 75808 members 
Entering Unmasked Estep 
Score: -9512873.000000 Penalty: 3654.898926
	Iteration 57Q: 3 clusters Score -9512873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 75817 members 
Entering Unmasked Estep 
Score: -9512881.000000 Penalty: 3654.898926
	Iteration 58Q: 3 clusters Score -9512881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 75821 members 
Entering Unmasked Estep 
Score: -9512884.000000 Penalty: 3654.898926
	Iteration 59Q: 3 clusters Score -9512884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 75828 members 
Entering Unmasked Estep 
Score: -9512881.000000 Penalty: 3654.898926
	Iteration 60F: 3 clusters Score -9512881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 75833 members 
Entering Unmasked Estep 
Score: -9512879.000000 Penalty: 3654.898926
	Iteration 61Q: 3 clusters Score -9512879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 75839 members 
Entering Unmasked Estep 
Score: -9512869.000000 Penalty: 3654.898926
	Iteration 62Q: 3 clusters Score -9512869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 75839 members 
Entering Unmasked Estep 
Score: -9512871.000000 Penalty: 3654.898926
	Iteration 63Q: 3 clusters Score -9512871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 75840 members 
Entering Unmasked Estep 
Score: -9512873.000000 Penalty: 3654.898926
	Iteration 64Q: 3 clusters Score -9512873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 75840 members 
Entering Unmasked Estep 
Score: -9512872.000000 Penalty: 3654.898926
	Iteration 65Q: 3 clusters Score -9512872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -9512870.000000 Penalty: 3654.898926
	Iteration 66Q: 3 clusters Score -9512870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 75844 members 
Entering Unmasked Estep 
Score: -9512872.000000 Penalty: 3654.898926
	Iteration 67Q: 3 clusters Score -9512872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 75846 members 
Entering Unmasked Estep 
Score: -9512875.000000 Penalty: 3654.898926
	Iteration 68Q: 3 clusters Score -9512875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 75848 members 
Entering Unmasked Estep 
Score: -9512874.000000 Penalty: 3654.898926
	Iteration 69Q: 3 clusters Score -9512874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -9512877.000000 Penalty: 3654.898926
	Iteration 70Q: 3 clusters Score -9512877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -9512875.000000 Penalty: 3654.898926
	Iteration 71Q: 3 clusters Score -9512875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -9512882.000000 Penalty: 3654.898926
	Iteration 72Q: 3 clusters Score -9512882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -9512884.000000 Penalty: 3654.898926
	Iteration 73Q: 3 clusters Score -9512884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -9512884.000000 Penalty: 3654.898926
	Iteration 74Q: 3 clusters Score -9512884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
Score: -9512886.000000 Penalty: 3654.898926
	Iteration 75Q: 3 clusters Score -9512886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -9512887.000000 Penalty: 3654.898926
	Iteration 76Q: 3 clusters Score -9512887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -9512887.000000 Penalty: 3654.898926
	Iteration 77F: 3 clusters Score -9512887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Entering Unmasked Estep 
Score: -5389463.000000 Penalty: 1735.007568
	Iteration 0F: 2 clusters Score -5389463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -5360251.000000 Penalty: 3470.015137
	Iteration 0F: 3 clusters Score -5360251 nChanged 20446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -5371598.500000 Penalty: 3470.015137
	Iteration 1F: 3 clusters Score -5371598 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -5372007.500000 Penalty: 3470.015137
	Iteration 2Q: 3 clusters Score -5372008 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -5372450.000000 Penalty: 3470.015137
	Iteration 3Q: 3 clusters Score -5372450 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -5372899.000000 Penalty: 3470.015137
	Iteration 4Q: 3 clusters Score -5372899 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -5373450.000000 Penalty: 3470.015137
	Iteration 5Q: 3 clusters Score -5373450 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -5374137.000000 Penalty: 3470.015137
	Iteration 6Q: 3 clusters Score -5374137 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -5375146.000000 Penalty: 3470.015137
	Iteration 7Q: 3 clusters Score -5375146 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -5376491.500000 Penalty: 3470.015137
	Iteration 8F: 3 clusters Score -5376492 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -5378344.500000 Penalty: 3470.015137
	Iteration 9F: 3 clusters Score -5378344 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -5380627.000000 Penalty: 3470.015137
	Iteration 10F: 3 clusters Score -5380627 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -5382857.000000 Penalty: 3470.015137
	Iteration 11F: 3 clusters Score -5382857 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -5384041.500000 Penalty: 3470.015137
	Iteration 12Q: 3 clusters Score -5384042 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -5384546.000000 Penalty: 3470.015137
	Iteration 13Q: 3 clusters Score -5384546 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -5384812.500000 Penalty: 3470.015137
	Iteration 14Q: 3 clusters Score -5384812 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -5384999.500000 Penalty: 3470.015137
	Iteration 15Q: 3 clusters Score -5385000 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -5385209.000000 Penalty: 3470.015137
	Iteration 16Q: 3 clusters Score -5385209 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -5385390.500000 Penalty: 3470.015137
	Iteration 17Q: 3 clusters Score -5385390 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -5385571.000000 Penalty: 3470.015137
	Iteration 18Q: 3 clusters Score -5385571 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -5385718.500000 Penalty: 3470.015137
	Iteration 19Q: 3 clusters Score -5385718 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -5385859.000000 Penalty: 3470.015137
	Iteration 20F: 3 clusters Score -5385859 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -5385973.000000 Penalty: 3470.015137
	Iteration 21Q: 3 clusters Score -5385973 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -5386065.500000 Penalty: 3470.015137
	Iteration 22Q: 3 clusters Score -5386066 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -5386186.000000 Penalty: 3470.015137
	Iteration 23Q: 3 clusters Score -5386186 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -5386274.000000 Penalty: 3470.015137
	Iteration 24Q: 3 clusters Score -5386274 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -5386356.000000 Penalty: 3470.015137
	Iteration 25Q: 3 clusters Score -5386356 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -5386423.500000 Penalty: 3470.015137
	Iteration 26Q: 3 clusters Score -5386424 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -5386507.000000 Penalty: 3470.015137
	Iteration 27Q: 3 clusters Score -5386507 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -5386555.500000 Penalty: 3470.015137
	Iteration 28Q: 3 clusters Score -5386556 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -5386639.000000 Penalty: 3470.015137
	Iteration 29Q: 3 clusters Score -5386639 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -5386701.000000 Penalty: 3470.015137
	Iteration 30Q: 3 clusters Score -5386701 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -5386804.500000 Penalty: 3470.015137
	Iteration 31Q: 3 clusters Score -5386804 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -5386873.000000 Penalty: 3470.015137
	Iteration 32Q: 3 clusters Score -5386873 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -5386973.500000 Penalty: 3470.015137
	Iteration 33Q: 3 clusters Score -5386974 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -5387043.500000 Penalty: 3470.015137
	Iteration 34Q: 3 clusters Score -5387044 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -5387126.500000 Penalty: 3470.015137
	Iteration 35Q: 3 clusters Score -5387126 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -5387190.000000 Penalty: 3470.015137
	Iteration 36Q: 3 clusters Score -5387190 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -5387267.000000 Penalty: 3470.015137
	Iteration 37Q: 3 clusters Score -5387267 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -5387315.000000 Penalty: 3470.015137
	Iteration 38Q: 3 clusters Score -5387315 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -5387380.000000 Penalty: 3470.015137
	Iteration 39Q: 3 clusters Score -5387380 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -5387446.500000 Penalty: 3470.015137
	Iteration 40F: 3 clusters Score -5387446 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -5387493.000000 Penalty: 3470.015137
	Iteration 41Q: 3 clusters Score -5387493 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -5387555.500000 Penalty: 3470.015137
	Iteration 42Q: 3 clusters Score -5387556 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -5387621.500000 Penalty: 3470.015137
	Iteration 43Q: 3 clusters Score -5387622 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5387671.000000 Penalty: 3470.015137
	Iteration 44Q: 3 clusters Score -5387671 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -5387734.000000 Penalty: 3470.015137
	Iteration 45Q: 3 clusters Score -5387734 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -5387796.000000 Penalty: 3470.015137
	Iteration 46Q: 3 clusters Score -5387796 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -5387823.500000 Penalty: 3470.015137
	Iteration 47Q: 3 clusters Score -5387824 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5387869.000000 Penalty: 3470.015137
	Iteration 48Q: 3 clusters Score -5387869 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5387898.500000 Penalty: 3470.015137
	Iteration 49Q: 3 clusters Score -5387898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5387921.000000 Penalty: 3470.015137
	Iteration 50Q: 3 clusters Score -5387921 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5387942.500000 Penalty: 3470.015137
	Iteration 51Q: 3 clusters Score -5387942 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5387962.500000 Penalty: 3470.015137
	Iteration 52Q: 3 clusters Score -5387962 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5387980.000000 Penalty: 3470.015137
	Iteration 53Q: 3 clusters Score -5387980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5387984.500000 Penalty: 3470.015137
	Iteration 54Q: 3 clusters Score -5387984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5387994.500000 Penalty: 3470.015137
	Iteration 55Q: 3 clusters Score -5387994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5387993.000000 Penalty: 3470.015137
	Iteration 56Q: 3 clusters Score -5387993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5387998.500000 Penalty: 3470.015137
	Iteration 57Q: 3 clusters Score -5387998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5388006.000000 Penalty: 3470.015137
	Iteration 58Q: 3 clusters Score -5388006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5388011.000000 Penalty: 3470.015137
	Iteration 59Q: 3 clusters Score -5388011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5388014.500000 Penalty: 3470.015137
	Iteration 60F: 3 clusters Score -5388014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5388017.000000 Penalty: 3470.015137
	Iteration 61Q: 3 clusters Score -5388017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5388019.500000 Penalty: 3470.015137
	Iteration 62Q: 3 clusters Score -5388020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5388016.500000 Penalty: 3470.015137
	Iteration 63Q: 3 clusters Score -5388016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5388023.000000 Penalty: 3470.015137
	Iteration 64Q: 3 clusters Score -5388023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5388019.000000 Penalty: 3470.015137
	Iteration 65Q: 3 clusters Score -5388019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5388015.500000 Penalty: 3470.015137
	Iteration 66Q: 3 clusters Score -5388016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5388016.500000 Penalty: 3470.015137
	Iteration 67Q: 3 clusters Score -5388016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5388019.500000 Penalty: 3470.015137
	Iteration 68Q: 3 clusters Score -5388020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5388021.000000 Penalty: 3470.015137
	Iteration 69Q: 3 clusters Score -5388021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5388018.500000 Penalty: 3470.015137
	Iteration 70Q: 3 clusters Score -5388018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5388021.500000 Penalty: 3470.015137
	Iteration 71Q: 3 clusters Score -5388022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5388021.000000 Penalty: 3470.015137
	Iteration 72Q: 3 clusters Score -5388021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5388021.000000 Penalty: 3470.015137
	Iteration 73Q: 3 clusters Score -5388021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5388027.000000 Penalty: 3470.015137
	Iteration 74Q: 3 clusters Score -5388027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5388024.000000 Penalty: 3470.015137
	Iteration 75Q: 3 clusters Score -5388024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5388026.000000 Penalty: 3470.015137
	Iteration 76Q: 3 clusters Score -5388026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5388028.000000 Penalty: 3470.015137
	Iteration 77Q: 3 clusters Score -5388028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5388031.000000 Penalty: 3470.015137
	Iteration 78Q: 3 clusters Score -5388031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5388032.500000 Penalty: 3470.015137
	Iteration 79Q: 3 clusters Score -5388032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5388034.000000 Penalty: 3470.015137
	Iteration 80F: 3 clusters Score -5388034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5388030.500000 Penalty: 3470.015137
	Iteration 81Q: 3 clusters Score -5388030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5388029.500000 Penalty: 3470.015137
	Iteration 82Q: 3 clusters Score -5388030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5388033.500000 Penalty: 3470.015137
	Iteration 83Q: 3 clusters Score -5388034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5388031.500000 Penalty: 3470.015137
	Iteration 84Q: 3 clusters Score -5388032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5388033.000000 Penalty: 3470.015137
	Iteration 85Q: 3 clusters Score -5388033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5388034.500000 Penalty: 3470.015137
	Iteration 86Q: 3 clusters Score -5388034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5388034.500000 Penalty: 3470.015137
	Iteration 87F: 3 clusters Score -5388034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Entering Unmasked Estep 
Score: -4992227.500000 Penalty: 1722.618042
	Iteration 0F: 2 clusters Score -4992228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -4965193.500000 Penalty: 3445.236084
	Iteration 0F: 3 clusters Score -4965194 nChanged 18728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -4975674.000000 Penalty: 3445.236084
	Iteration 1F: 3 clusters Score -4975674 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -4976270.500000 Penalty: 3445.236084
	Iteration 2Q: 3 clusters Score -4976270 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -4977045.000000 Penalty: 3445.236084
	Iteration 3Q: 3 clusters Score -4977045 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -4978248.500000 Penalty: 3445.236084
	Iteration 4F: 3 clusters Score -4978248 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -4979976.500000 Penalty: 3445.236084
	Iteration 5F: 3 clusters Score -4979976 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -4982084.500000 Penalty: 3445.236084
	Iteration 6F: 3 clusters Score -4982084 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -4984316.000000 Penalty: 3445.236084
	Iteration 7F: 3 clusters Score -4984316 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -4986000.000000 Penalty: 3445.236084
	Iteration 8F: 3 clusters Score -4986000 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -4986941.000000 Penalty: 3445.236084
	Iteration 9Q: 3 clusters Score -4986941 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -4987389.000000 Penalty: 3445.236084
	Iteration 10Q: 3 clusters Score -4987389 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4987667.500000 Penalty: 3445.236084
	Iteration 11Q: 3 clusters Score -4987668 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -4987908.000000 Penalty: 3445.236084
	Iteration 12Q: 3 clusters Score -4987908 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -4988161.000000 Penalty: 3445.236084
	Iteration 13Q: 3 clusters Score -4988161 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4988396.000000 Penalty: 3445.236084
	Iteration 14Q: 3 clusters Score -4988396 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -4988637.500000 Penalty: 3445.236084
	Iteration 15Q: 3 clusters Score -4988638 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -4988866.500000 Penalty: 3445.236084
	Iteration 16Q: 3 clusters Score -4988866 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -4989097.000000 Penalty: 3445.236084
	Iteration 17Q: 3 clusters Score -4989097 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4989304.500000 Penalty: 3445.236084
	Iteration 18Q: 3 clusters Score -4989304 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -4989477.500000 Penalty: 3445.236084
	Iteration 19Q: 3 clusters Score -4989478 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -4989621.500000 Penalty: 3445.236084
	Iteration 20F: 3 clusters Score -4989622 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -4989791.500000 Penalty: 3445.236084
	Iteration 21Q: 3 clusters Score -4989792 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -4989893.500000 Penalty: 3445.236084
	Iteration 22Q: 3 clusters Score -4989894 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -4989971.500000 Penalty: 3445.236084
	Iteration 23Q: 3 clusters Score -4989972 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -4990069.000000 Penalty: 3445.236084
	Iteration 24Q: 3 clusters Score -4990069 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -4990145.000000 Penalty: 3445.236084
	Iteration 25Q: 3 clusters Score -4990145 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -4990235.000000 Penalty: 3445.236084
	Iteration 26Q: 3 clusters Score -4990235 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -4990285.500000 Penalty: 3445.236084
	Iteration 27Q: 3 clusters Score -4990286 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -4990355.000000 Penalty: 3445.236084
	Iteration 28Q: 3 clusters Score -4990355 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -4990391.500000 Penalty: 3445.236084
	Iteration 29Q: 3 clusters Score -4990392 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -4990433.000000 Penalty: 3445.236084
	Iteration 30Q: 3 clusters Score -4990433 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -4990502.500000 Penalty: 3445.236084
	Iteration 31Q: 3 clusters Score -4990502 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -4990565.000000 Penalty: 3445.236084
	Iteration 32Q: 3 clusters Score -4990565 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -4990590.500000 Penalty: 3445.236084
	Iteration 33Q: 3 clusters Score -4990590 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -4990631.000000 Penalty: 3445.236084
	Iteration 34Q: 3 clusters Score -4990631 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -4990651.500000 Penalty: 3445.236084
	Iteration 35Q: 3 clusters Score -4990652 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -4990680.000000 Penalty: 3445.236084
	Iteration 36Q: 3 clusters Score -4990680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -4990711.500000 Penalty: 3445.236084
	Iteration 37Q: 3 clusters Score -4990712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -4990728.500000 Penalty: 3445.236084
	Iteration 38Q: 3 clusters Score -4990728 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -4990738.000000 Penalty: 3445.236084
	Iteration 39Q: 3 clusters Score -4990738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -4990757.500000 Penalty: 3445.236084
	Iteration 40F: 3 clusters Score -4990758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -4990775.000000 Penalty: 3445.236084
	Iteration 41Q: 3 clusters Score -4990775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -4990797.000000 Penalty: 3445.236084
	Iteration 42Q: 3 clusters Score -4990797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -4990811.000000 Penalty: 3445.236084
	Iteration 43Q: 3 clusters Score -4990811 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -4990825.500000 Penalty: 3445.236084
	Iteration 44Q: 3 clusters Score -4990826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -4990835.000000 Penalty: 3445.236084
	Iteration 45Q: 3 clusters Score -4990835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -4990845.000000 Penalty: 3445.236084
	Iteration 46Q: 3 clusters Score -4990845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -4990851.500000 Penalty: 3445.236084
	Iteration 47Q: 3 clusters Score -4990852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -4990857.500000 Penalty: 3445.236084
	Iteration 48Q: 3 clusters Score -4990858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -4990858.000000 Penalty: 3445.236084
	Iteration 49Q: 3 clusters Score -4990858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -4990868.000000 Penalty: 3445.236084
	Iteration 50Q: 3 clusters Score -4990868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -4990867.500000 Penalty: 3445.236084
	Iteration 51Q: 3 clusters Score -4990868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -4990871.000000 Penalty: 3445.236084
	Iteration 52Q: 3 clusters Score -4990871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -4990878.500000 Penalty: 3445.236084
	Iteration 53Q: 3 clusters Score -4990878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -4990878.500000 Penalty: 3445.236084
	Iteration 54Q: 3 clusters Score -4990878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -4990885.000000 Penalty: 3445.236084
	Iteration 55Q: 3 clusters Score -4990885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -4990878.500000 Penalty: 3445.236084
	Iteration 56Q: 3 clusters Score -4990878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -4990871.000000 Penalty: 3445.236084
	Iteration 57Q: 3 clusters Score -4990871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -4990865.500000 Penalty: 3445.236084
	Iteration 58Q: 3 clusters Score -4990866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -4990869.000000 Penalty: 3445.236084
	Iteration 59Q: 3 clusters Score -4990869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -4990871.500000 Penalty: 3445.236084
	Iteration 60F: 3 clusters Score -4990872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -4990869.500000 Penalty: 3445.236084
	Iteration 61Q: 3 clusters Score -4990870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -4990876.000000 Penalty: 3445.236084
	Iteration 62Q: 3 clusters Score -4990876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -4990883.500000 Penalty: 3445.236084
	Iteration 63Q: 3 clusters Score -4990884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -4990887.000000 Penalty: 3445.236084
	Iteration 64Q: 3 clusters Score -4990887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -4990893.500000 Penalty: 3445.236084
	Iteration 65Q: 3 clusters Score -4990894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -4990886.500000 Penalty: 3445.236084
	Iteration 66Q: 3 clusters Score -4990886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -4990892.000000 Penalty: 3445.236084
	Iteration 67Q: 3 clusters Score -4990892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -4990895.500000 Penalty: 3445.236084
	Iteration 68Q: 3 clusters Score -4990896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -4990899.500000 Penalty: 3445.236084
	Iteration 69Q: 3 clusters Score -4990900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -4990898.000000 Penalty: 3445.236084
	Iteration 70Q: 3 clusters Score -4990898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -4990900.000000 Penalty: 3445.236084
	Iteration 71Q: 3 clusters Score -4990900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -4990898.500000 Penalty: 3445.236084
	Iteration 72Q: 3 clusters Score -4990898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -4990897.000000 Penalty: 3445.236084
	Iteration 73Q: 3 clusters Score -4990897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -4990897.000000 Penalty: 3445.236084
	Iteration 74F: 3 clusters Score -4990897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -84907.796875 Penalty: 1063.852661
	Iteration 0F: 2 clusters Score -84907.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -83667.859375 Penalty: 2127.705322
	Iteration 0F: 3 clusters Score -83667.86 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83865.640625 Penalty: 2127.705322
	Iteration 1F: 3 clusters Score -83865.64 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83934.570312 Penalty: 2127.705322
	Iteration 2F: 3 clusters Score -83934.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -83960.968750 Penalty: 2127.705322
	Iteration 3Q: 3 clusters Score -83960.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -83974.289062 Penalty: 2127.705322
	Iteration 4Q: 3 clusters Score -83974.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -83982.937500 Penalty: 2127.705322
	Iteration 5Q: 3 clusters Score -83982.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -83985.578125 Penalty: 2127.705322
	Iteration 6Q: 3 clusters Score -83985.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -83987.867188 Penalty: 2127.705322
	Iteration 7Q: 3 clusters Score -83987.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83990.218750 Penalty: 2127.705322
	Iteration 8Q: 3 clusters Score -83990.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -83991.671875 Penalty: 2127.705322
	Iteration 9Q: 3 clusters Score -83991.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83995.843750 Penalty: 2127.705322
	Iteration 10Q: 3 clusters Score -83995.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83998.960938 Penalty: 2127.705322
	Iteration 11Q: 3 clusters Score -83998.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84000.812500 Penalty: 2127.705322
	Iteration 12Q: 3 clusters Score -84000.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84002.195312 Penalty: 2127.705322
	Iteration 13Q: 3 clusters Score -84002.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84004.000000 Penalty: 2127.705322
	Iteration 14Q: 3 clusters Score -84004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84004.429688 Penalty: 2127.705322
	Iteration 15Q: 3 clusters Score -84004.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84004.429688 Penalty: 2127.705322
	Iteration 16F: 3 clusters Score -84004.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (65299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Entering Unmasked Estep 
Score: -8083548.000000 Penalty: 1801.593994
	Iteration 0F: 2 clusters Score -8083548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -8041079.500000 Penalty: 3603.187988
	Iteration 0F: 3 clusters Score -8041080 nChanged 30832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -8058886.500000 Penalty: 3603.187988
	Iteration 1F: 3 clusters Score -8058886 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -8059407.000000 Penalty: 3603.187988
	Iteration 2Q: 3 clusters Score -8059407 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -8060092.000000 Penalty: 3603.187988
	Iteration 3Q: 3 clusters Score -8060092 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -8061162.000000 Penalty: 3603.187988
	Iteration 4Q: 3 clusters Score -8061162 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -8063195.500000 Penalty: 3603.187988
	Iteration 5F: 3 clusters Score -8063196 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -8066835.500000 Penalty: 3603.187988
	Iteration 6F: 3 clusters Score -8066836 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -8071991.000000 Penalty: 3603.187988
	Iteration 7F: 3 clusters Score -8071991 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -8077017.000000 Penalty: 3603.187988
	Iteration 8F: 3 clusters Score -8077017 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8080058.000000 Penalty: 3603.187988
	Iteration 9F: 3 clusters Score -8080058 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64664 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8081349.500000 Penalty: 3603.187988
	Iteration 10Q: 3 clusters Score -8081350 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65047 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8081685.500000 Penalty: 3603.187988
	Iteration 11Q: 3 clusters Score -8081686 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8081812.500000 Penalty: 3603.187988
	Iteration 12Q: 3 clusters Score -8081812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65162 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8081858.500000 Penalty: 3603.187988
	Iteration 13Q: 3 clusters Score -8081858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8081900.500000 Penalty: 3603.187988
	Iteration 14Q: 3 clusters Score -8081900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8081911.500000 Penalty: 3603.187988
	Iteration 15Q: 3 clusters Score -8081912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8081919.000000 Penalty: 3603.187988
	Iteration 16Q: 3 clusters Score -8081919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8081919.000000 Penalty: 3603.187988
	Iteration 17F: 3 clusters Score -8081919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Entering Unmasked Estep 
Score: -6063508.000000 Penalty: 1753.722778
	Iteration 0F: 2 clusters Score -6063508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -6030941.000000 Penalty: 3507.445557
	Iteration 0F: 3 clusters Score -6030941 nChanged 22968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -6043910.500000 Penalty: 3507.445557
	Iteration 1F: 3 clusters Score -6043910 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -6044596.000000 Penalty: 3507.445557
	Iteration 2Q: 3 clusters Score -6044596 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -6045785.000000 Penalty: 3507.445557
	Iteration 3Q: 3 clusters Score -6045785 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -6047696.000000 Penalty: 3507.445557
	Iteration 4F: 3 clusters Score -6047696 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -6050965.000000 Penalty: 3507.445557
	Iteration 5F: 3 clusters Score -6050965 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -6055331.000000 Penalty: 3507.445557
	Iteration 6F: 3 clusters Score -6055331 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -6059107.500000 Penalty: 3507.445557
	Iteration 7F: 3 clusters Score -6059108 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -6061055.000000 Penalty: 3507.445557
	Iteration 8Q: 3 clusters Score -6061055 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -6061686.500000 Penalty: 3507.445557
	Iteration 9Q: 3 clusters Score -6061686 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -6061870.000000 Penalty: 3507.445557
	Iteration 10Q: 3 clusters Score -6061870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -6061920.000000 Penalty: 3507.445557
	Iteration 11Q: 3 clusters Score -6061920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -6061952.000000 Penalty: 3507.445557
	Iteration 12Q: 3 clusters Score -6061952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -6061976.500000 Penalty: 3507.445557
	Iteration 13Q: 3 clusters Score -6061976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -6062008.000000 Penalty: 3507.445557
	Iteration 14Q: 3 clusters Score -6062008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -6062027.000000 Penalty: 3507.445557
	Iteration 15Q: 3 clusters Score -6062027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -6062043.000000 Penalty: 3507.445557
	Iteration 16Q: 3 clusters Score -6062043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -6062050.500000 Penalty: 3507.445557
	Iteration 17Q: 3 clusters Score -6062050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -6062055.500000 Penalty: 3507.445557
	Iteration 18Q: 3 clusters Score -6062056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -6062053.500000 Penalty: 3507.445557
	Iteration 19Q: 3 clusters Score -6062054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -6062055.500000 Penalty: 3507.445557
	Iteration 20F: 3 clusters Score -6062056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -6062060.000000 Penalty: 3507.445557
	Iteration 21Q: 3 clusters Score -6062060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -6062061.000000 Penalty: 3507.445557
	Iteration 22Q: 3 clusters Score -6062061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -6062059.000000 Penalty: 3507.445557
	Iteration 23Q: 3 clusters Score -6062059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -6062059.000000 Penalty: 3507.445557
	Iteration 24F: 3 clusters Score -6062059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56095.136719 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56095.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55140.242188 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55140.24 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -55235.816406 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55235.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55272.707031 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55272.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55288.730469 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55288.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -55295.738281 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55295.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -55297.945312 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55297.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -55297.945312 Penalty: 1890.561035
	Iteration 6F: 3 clusters Score -55297.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Entering Unmasked Estep 
Score: -6349965.000000 Penalty: 1761.253296
	Iteration 0F: 2 clusters Score -6349965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -6316204.000000 Penalty: 3522.506592
	Iteration 0F: 3 clusters Score -6316204 nChanged 23836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -6329815.500000 Penalty: 3522.506592
	Iteration 1F: 3 clusters Score -6329816 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -6330721.500000 Penalty: 3522.506592
	Iteration 2Q: 3 clusters Score -6330722 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -6332183.500000 Penalty: 3522.506592
	Iteration 3F: 3 clusters Score -6332184 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -6334567.000000 Penalty: 3522.506592
	Iteration 4F: 3 clusters Score -6334567 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -6337980.500000 Penalty: 3522.506592
	Iteration 5F: 3 clusters Score -6337980 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -6341893.500000 Penalty: 3522.506592
	Iteration 6F: 3 clusters Score -6341894 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -6345041.000000 Penalty: 3522.506592
	Iteration 7F: 3 clusters Score -6345041 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -6346707.500000 Penalty: 3522.506592
	Iteration 8Q: 3 clusters Score -6346708 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -6347511.500000 Penalty: 3522.506592
	Iteration 9Q: 3 clusters Score -6347512 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -6347949.000000 Penalty: 3522.506592
	Iteration 10Q: 3 clusters Score -6347949 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -6348143.000000 Penalty: 3522.506592
	Iteration 11Q: 3 clusters Score -6348143 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -6348282.500000 Penalty: 3522.506592
	Iteration 12Q: 3 clusters Score -6348282 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -6348391.000000 Penalty: 3522.506592
	Iteration 13Q: 3 clusters Score -6348391 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -6348489.000000 Penalty: 3522.506592
	Iteration 14Q: 3 clusters Score -6348489 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -6348588.000000 Penalty: 3522.506592
	Iteration 15Q: 3 clusters Score -6348588 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -6348686.000000 Penalty: 3522.506592
	Iteration 16Q: 3 clusters Score -6348686 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -6348760.500000 Penalty: 3522.506592
	Iteration 17Q: 3 clusters Score -6348760 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -6348799.500000 Penalty: 3522.506592
	Iteration 18Q: 3 clusters Score -6348800 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -6348826.000000 Penalty: 3522.506592
	Iteration 19Q: 3 clusters Score -6348826 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -6348837.000000 Penalty: 3522.506592
	Iteration 20F: 3 clusters Score -6348837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -6348861.500000 Penalty: 3522.506592
	Iteration 21Q: 3 clusters Score -6348862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -6348874.500000 Penalty: 3522.506592
	Iteration 22Q: 3 clusters Score -6348874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -6348870.000000 Penalty: 3522.506592
	Iteration 23Q: 3 clusters Score -6348870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -6348874.000000 Penalty: 3522.506592
	Iteration 24Q: 3 clusters Score -6348874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -6348888.000000 Penalty: 3522.506592
	Iteration 25Q: 3 clusters Score -6348888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -6348891.000000 Penalty: 3522.506592
	Iteration 26Q: 3 clusters Score -6348891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
Score: -6348899.000000 Penalty: 3522.506592
	Iteration 27Q: 3 clusters Score -6348899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -6348896.500000 Penalty: 3522.506592
	Iteration 28Q: 3 clusters Score -6348896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -6348907.000000 Penalty: 3522.506592
	Iteration 29Q: 3 clusters Score -6348907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -6348910.000000 Penalty: 3522.506592
	Iteration 30Q: 3 clusters Score -6348910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -6348915.500000 Penalty: 3522.506592
	Iteration 31Q: 3 clusters Score -6348916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -6348921.000000 Penalty: 3522.506592
	Iteration 32Q: 3 clusters Score -6348921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -6348923.000000 Penalty: 3522.506592
	Iteration 33Q: 3 clusters Score -6348923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -6348919.000000 Penalty: 3522.506592
	Iteration 34Q: 3 clusters Score -6348919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -6348908.500000 Penalty: 3522.506592
	Iteration 35Q: 3 clusters Score -6348908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -6348911.000000 Penalty: 3522.506592
	Iteration 36Q: 3 clusters Score -6348911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -6348910.500000 Penalty: 3522.506592
	Iteration 37Q: 3 clusters Score -6348910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -6348914.000000 Penalty: 3522.506592
	Iteration 38Q: 3 clusters Score -6348914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -6348916.500000 Penalty: 3522.506592
	Iteration 39Q: 3 clusters Score -6348916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -6348920.500000 Penalty: 3522.506592
	Iteration 40F: 3 clusters Score -6348920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -6348917.000000 Penalty: 3522.506592
	Iteration 41Q: 3 clusters Score -6348917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -6348910.500000 Penalty: 3522.506592
	Iteration 42Q: 3 clusters Score -6348910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -6348918.500000 Penalty: 3522.506592
	Iteration 43Q: 3 clusters Score -6348918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -6348925.500000 Penalty: 3522.506592
	Iteration 44Q: 3 clusters Score -6348926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -6348921.500000 Penalty: 3522.506592
	Iteration 45Q: 3 clusters Score -6348922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -6348921.500000 Penalty: 3522.506592
	Iteration 46F: 3 clusters Score -6348922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 770 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 29133 members 
Mstep: Class 5 contains 6370 members 
Mstep: Class 6 contains 32573 members 
Mstep: Class 7 contains 69202 members 
Mstep: Class 8 contains 75185 members 
Mstep: Class 9 contains 76561 members 
Mstep: Class 10 contains 43346 members 
Mstep: Class 11 contains 40164 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 65299 members 
Mstep: Class 19 contains 48637 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 50944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586104.000000 Penalty: 34682.753906
Iteration 279Q: 17 clusters Score -7.55861e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 79667 members 
Mstep: Class 2 contains 771 members 
Mstep: Class 3 contains 2006 members 
Mstep: Class 4 contains 29152 members 
Mstep: Class 5 contains 6366 members 
Mstep: Class 6 contains 32614 members 
Mstep: Class 7 contains 69199 members 
Mstep: Class 8 contains 75311 members 
Mstep: Class 9 contains 76584 members 
Mstep: Class 10 contains 43361 members 
Mstep: Class 11 contains 40212 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 65192 members 
Mstep: Class 19 contains 48713 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586400.000000 Penalty: 34682.753906
Iteration 280F: 17 clusters Score -7.55864e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 79317 members 
Mstep: Class 2 contains 771 members 
Mstep: Class 3 contains 2024 members 
Mstep: Class 4 contains 29148 members 
Mstep: Class 5 contains 6363 members 
Mstep: Class 6 contains 32674 members 
Mstep: Class 7 contains 69215 members 
Mstep: Class 8 contains 75379 members 
Mstep: Class 9 contains 76597 members 
Mstep: Class 10 contains 43383 members 
Mstep: Class 11 contains 40268 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 65105 members 
Mstep: Class 19 contains 48789 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586424.000000 Penalty: 34682.753906
Iteration 281Q: 17 clusters Score -7.558642e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 772 members 
Mstep: Class 3 contains 2041 members 
Mstep: Class 4 contains 29155 members 
Mstep: Class 5 contains 6362 members 
Mstep: Class 6 contains 32719 members 
Mstep: Class 7 contains 69207 members 
Mstep: Class 8 contains 75422 members 
Mstep: Class 9 contains 76620 members 
Mstep: Class 10 contains 43382 members 
Mstep: Class 11 contains 40310 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 65043 members 
Mstep: Class 19 contains 48863 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586544.000000 Penalty: 34682.753906
Iteration 282Q: 17 clusters Score -7.558654e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 78688 members 
Mstep: Class 2 contains 771 members 
Mstep: Class 3 contains 2047 members 
Mstep: Class 4 contains 29181 members 
Mstep: Class 5 contains 6358 members 
Mstep: Class 6 contains 32778 members 
Mstep: Class 7 contains 69226 members 
Mstep: Class 8 contains 75429 members 
Mstep: Class 9 contains 76648 members 
Mstep: Class 10 contains 43405 members 
Mstep: Class 11 contains 40356 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 64946 members 
Mstep: Class 19 contains 48963 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586640.000000 Penalty: 34682.753906
Iteration 283Q: 17 clusters Score -7.558664e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 78298 members 
Mstep: Class 2 contains 770 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 29212 members 
Mstep: Class 5 contains 6357 members 
Mstep: Class 6 contains 32837 members 
Mstep: Class 7 contains 69241 members 
Mstep: Class 8 contains 75485 members 
Mstep: Class 9 contains 76674 members 
Mstep: Class 10 contains 43432 members 
Mstep: Class 11 contains 40402 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 64836 members 
Mstep: Class 19 contains 49068 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586736.000000 Penalty: 34682.753906
Iteration 284Q: 17 clusters Score -7.558674e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77961 members 
Mstep: Class 2 contains 770 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 29244 members 
Mstep: Class 5 contains 6355 members 
Mstep: Class 6 contains 32887 members 
Mstep: Class 7 contains 69243 members 
Mstep: Class 8 contains 75563 members 
Mstep: Class 9 contains 76674 members 
Mstep: Class 10 contains 43423 members 
Mstep: Class 11 contains 40439 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 64724 members 
Mstep: Class 19 contains 49166 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586456.000000 Penalty: 34682.753906
Iteration 285Q: 17 clusters Score -7.558646e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 770 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 29286 members 
Mstep: Class 5 contains 6355 members 
Mstep: Class 6 contains 32951 members 
Mstep: Class 7 contains 69246 members 
Mstep: Class 8 contains 75609 members 
Mstep: Class 9 contains 76625 members 
Mstep: Class 10 contains 43420 members 
Mstep: Class 11 contains 40475 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 64634 members 
Mstep: Class 19 contains 49285 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586472.000000 Penalty: 34682.753906
Iteration 286Q: 17 clusters Score -7.558647e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 770 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 29324 members 
Mstep: Class 5 contains 6356 members 
Mstep: Class 6 contains 33041 members 
Mstep: Class 7 contains 69248 members 
Mstep: Class 8 contains 75600 members 
Mstep: Class 9 contains 76603 members 
Mstep: Class 10 contains 43423 members 
Mstep: Class 11 contains 40483 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 18 contains 64568 members 
Mstep: Class 19 contains 49378 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 51968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586560.000000 Penalty: 34682.753906
Iteration 287Q: 17 clusters Score -7.558656e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 770 members 
Mstep: Class 3 contains 2115 members 
Mstep: Class 4 contains 29351 members 
Mstep: Class 5 contains 6352 members 
Mstep: Class 6 contains 33124 members 
Mstep: Class 7 contains 69257 members 
Mstep: Class 8 contains 75565 members 
Mstep: Class 9 contains 76571 members 
Mstep: Class 10 contains 43437 members 
Mstep: Class 11 contains 40502 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64568 members 
Mstep: Class 19 contains 49441 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586528.000000 Penalty: 34682.753906
Iteration 288Q: 17 clusters Score -7.558653e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76801 members 
Mstep: Class 2 contains 770 members 
Mstep: Class 3 contains 2115 members 
Mstep: Class 4 contains 29390 members 
Mstep: Class 5 contains 6348 members 
Mstep: Class 6 contains 33198 members 
Mstep: Class 7 contains 69270 members 
Mstep: Class 8 contains 75505 members 
Mstep: Class 9 contains 76535 members 
Mstep: Class 10 contains 43435 members 
Mstep: Class 11 contains 40515 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64621 members 
Mstep: Class 19 contains 49509 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586704.000000 Penalty: 34682.753906
Iteration 289Q: 17 clusters Score -7.55867e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76466 members 
Mstep: Class 2 contains 769 members 
Mstep: Class 3 contains 2113 members 
Mstep: Class 4 contains 29430 members 
Mstep: Class 5 contains 6346 members 
Mstep: Class 6 contains 33287 members 
Mstep: Class 7 contains 69305 members 
Mstep: Class 8 contains 75448 members 
Mstep: Class 9 contains 76510 members 
Mstep: Class 10 contains 43442 members 
Mstep: Class 11 contains 40528 members 
Mstep: Class 12 contains 701 members 
Mstep: Class 18 contains 64678 members 
Mstep: Class 19 contains 49579 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586808.000000 Penalty: 34682.753906
Iteration 290Q: 17 clusters Score -7.558681e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 769 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 29470 members 
Mstep: Class 5 contains 6344 members 
Mstep: Class 6 contains 33390 members 
Mstep: Class 7 contains 69339 members 
Mstep: Class 8 contains 75456 members 
Mstep: Class 9 contains 76499 members 
Mstep: Class 10 contains 43456 members 
Mstep: Class 11 contains 40550 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 18 contains 64702 members 
Mstep: Class 19 contains 49659 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587080.000000 Penalty: 34682.753906
Iteration 291Q: 17 clusters Score -7.558708e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 769 members 
Mstep: Class 3 contains 2121 members 
Mstep: Class 4 contains 29519 members 
Mstep: Class 5 contains 6338 members 
Mstep: Class 6 contains 33467 members 
Mstep: Class 7 contains 69364 members 
Mstep: Class 8 contains 75432 members 
Mstep: Class 9 contains 76493 members 
Mstep: Class 10 contains 43472 members 
Mstep: Class 11 contains 40565 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 18 contains 64703 members 
Mstep: Class 19 contains 49731 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587024.000000 Penalty: 34682.753906
Iteration 292Q: 17 clusters Score -7.558702e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 75372 members 
Mstep: Class 2 contains 769 members 
Mstep: Class 3 contains 2124 members 
Mstep: Class 4 contains 29564 members 
Mstep: Class 5 contains 6331 members 
Mstep: Class 6 contains 33563 members 
Mstep: Class 7 contains 69380 members 
Mstep: Class 8 contains 75418 members 
Mstep: Class 9 contains 76475 members 
Mstep: Class 10 contains 43489 members 
Mstep: Class 11 contains 40589 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 18 contains 64656 members 
Mstep: Class 19 contains 49817 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586720.000000 Penalty: 34682.753906
Iteration 293Q: 17 clusters Score -7.558672e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 75078 members 
Mstep: Class 2 contains 770 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 29627 members 
Mstep: Class 5 contains 6328 members 
Mstep: Class 6 contains 33686 members 
Mstep: Class 7 contains 69392 members 
Mstep: Class 8 contains 75313 members 
Mstep: Class 9 contains 76474 members 
Mstep: Class 10 contains 43506 members 
Mstep: Class 11 contains 40595 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 18 contains 64618 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586896.000000 Penalty: 34682.753906
Iteration 294Q: 17 clusters Score -7.55869e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 769 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 29661 members 
Mstep: Class 5 contains 6331 members 
Mstep: Class 6 contains 33787 members 
Mstep: Class 7 contains 69404 members 
Mstep: Class 8 contains 75234 members 
Mstep: Class 9 contains 76462 members 
Mstep: Class 10 contains 43510 members 
Mstep: Class 11 contains 40587 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 64590 members 
Mstep: Class 19 contains 49983 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 52912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586728.000000 Penalty: 34682.753906
Iteration 295Q: 17 clusters Score -7.558673e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 74595 members 
Mstep: Class 2 contains 769 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 29685 members 
Mstep: Class 5 contains 6332 members 
Mstep: Class 6 contains 33867 members 
Mstep: Class 7 contains 69412 members 
Mstep: Class 8 contains 75172 members 
Mstep: Class 9 contains 76443 members 
Mstep: Class 10 contains 43517 members 
Mstep: Class 11 contains 40594 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 64603 members 
Mstep: Class 19 contains 50059 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586680.000000 Penalty: 34682.753906
Iteration 296Q: 17 clusters Score -7.558668e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 74363 members 
Mstep: Class 2 contains 769 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 29713 members 
Mstep: Class 5 contains 6329 members 
Mstep: Class 6 contains 33946 members 
Mstep: Class 7 contains 69426 members 
Mstep: Class 8 contains 75117 members 
Mstep: Class 9 contains 76425 members 
Mstep: Class 10 contains 43525 members 
Mstep: Class 11 contains 40594 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 64588 members 
Mstep: Class 19 contains 50143 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586744.000000 Penalty: 34682.753906
Iteration 297Q: 17 clusters Score -7.558674e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 74129 members 
Mstep: Class 2 contains 769 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 29745 members 
Mstep: Class 5 contains 6330 members 
Mstep: Class 6 contains 34045 members 
Mstep: Class 7 contains 69431 members 
Mstep: Class 8 contains 75013 members 
Mstep: Class 9 contains 76399 members 
Mstep: Class 10 contains 43531 members 
Mstep: Class 11 contains 40611 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 64592 members 
Mstep: Class 19 contains 50230 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586856.000000 Penalty: 34682.753906
Iteration 298Q: 17 clusters Score -7.558686e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 769 members 
Mstep: Class 3 contains 2151 members 
Mstep: Class 4 contains 29784 members 
Mstep: Class 5 contains 6327 members 
Mstep: Class 6 contains 34128 members 
Mstep: Class 7 contains 69440 members 
Mstep: Class 8 contains 74921 members 
Mstep: Class 9 contains 76374 members 
Mstep: Class 10 contains 43547 members 
Mstep: Class 11 contains 40628 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 64568 members 
Mstep: Class 19 contains 50299 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586800.000000 Penalty: 34682.753906
Iteration 299Q: 17 clusters Score -7.55868e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 768 members 
Mstep: Class 3 contains 2157 members 
Mstep: Class 4 contains 29821 members 
Mstep: Class 5 contains 6327 members 
Mstep: Class 6 contains 34202 members 
Mstep: Class 7 contains 69444 members 
Mstep: Class 8 contains 74849 members 
Mstep: Class 9 contains 76349 members 
Mstep: Class 10 contains 43558 members 
Mstep: Class 11 contains 40641 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 64552 members 
Mstep: Class 19 contains 50371 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586640.000000 Penalty: 34682.753906
Iteration 300F: 17 clusters Score -7.558664e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 73559 members 
Mstep: Class 2 contains 767 members 
Mstep: Class 3 contains 2171 members 
Mstep: Class 4 contains 29845 members 
Mstep: Class 5 contains 6326 members 
Mstep: Class 6 contains 34289 members 
Mstep: Class 7 contains 69441 members 
Mstep: Class 8 contains 74787 members 
Mstep: Class 9 contains 76339 members 
Mstep: Class 10 contains 43573 members 
Mstep: Class 11 contains 40644 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 64537 members 
Mstep: Class 19 contains 50419 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586712.000000 Penalty: 34682.753906
Iteration 301Q: 17 clusters Score -7.558671e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 73367 members 
Mstep: Class 2 contains 767 members 
Mstep: Class 3 contains 2183 members 
Mstep: Class 4 contains 29879 members 
Mstep: Class 5 contains 6326 members 
Mstep: Class 6 contains 34352 members 
Mstep: Class 7 contains 69435 members 
Mstep: Class 8 contains 74743 members 
Mstep: Class 9 contains 76337 members 
Mstep: Class 10 contains 43589 members 
Mstep: Class 11 contains 40640 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 64511 members 
Mstep: Class 19 contains 50470 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586824.000000 Penalty: 34682.753906
Iteration 302Q: 17 clusters Score -7.558682e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 73213 members 
Mstep: Class 2 contains 767 members 
Mstep: Class 3 contains 2195 members 
Mstep: Class 4 contains 29907 members 
Mstep: Class 5 contains 6325 members 
Mstep: Class 6 contains 34422 members 
Mstep: Class 7 contains 69441 members 
Mstep: Class 8 contains 74698 members 
Mstep: Class 9 contains 76338 members 
Mstep: Class 10 contains 43602 members 
Mstep: Class 11 contains 40620 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 64484 members 
Mstep: Class 19 contains 50516 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586792.000000 Penalty: 34682.753906
Iteration 303Q: 17 clusters Score -7.558679e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 73033 members 
Mstep: Class 2 contains 768 members 
Mstep: Class 3 contains 2209 members 
Mstep: Class 4 contains 29932 members 
Mstep: Class 5 contains 6322 members 
Mstep: Class 6 contains 34487 members 
Mstep: Class 7 contains 69458 members 
Mstep: Class 8 contains 74675 members 
Mstep: Class 9 contains 76324 members 
Mstep: Class 10 contains 43628 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 64443 members 
Mstep: Class 19 contains 50572 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586816.000000 Penalty: 34682.753906
Iteration 304Q: 17 clusters Score -7.558682e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 72885 members 
Mstep: Class 2 contains 766 members 
Mstep: Class 3 contains 2226 members 
Mstep: Class 4 contains 29943 members 
Mstep: Class 5 contains 6322 members 
Mstep: Class 6 contains 34540 members 
Mstep: Class 7 contains 69459 members 
Mstep: Class 8 contains 74643 members 
Mstep: Class 9 contains 76300 members 
Mstep: Class 10 contains 43662 members 
Mstep: Class 11 contains 40612 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 64418 members 
Mstep: Class 19 contains 50611 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586888.000000 Penalty: 34682.753906
Iteration 305Q: 17 clusters Score -7.558689e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 72758 members 
Mstep: Class 2 contains 766 members 
Mstep: Class 3 contains 2247 members 
Mstep: Class 4 contains 29962 members 
Mstep: Class 5 contains 6321 members 
Mstep: Class 6 contains 34577 members 
Mstep: Class 7 contains 69453 members 
Mstep: Class 8 contains 74593 members 
Mstep: Class 9 contains 76280 members 
Mstep: Class 10 contains 43684 members 
Mstep: Class 11 contains 40603 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 64405 members 
Mstep: Class 19 contains 50666 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587128.000000 Penalty: 34682.753906
Iteration 306Q: 17 clusters Score -7.558713e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 72613 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 29979 members 
Mstep: Class 5 contains 6325 members 
Mstep: Class 6 contains 34607 members 
Mstep: Class 7 contains 69443 members 
Mstep: Class 8 contains 74583 members 
Mstep: Class 9 contains 76261 members 
Mstep: Class 10 contains 43701 members 
Mstep: Class 11 contains 40604 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 64404 members 
Mstep: Class 19 contains 50710 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 53956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587128.000000 Penalty: 34682.753906
Iteration 307Q: 17 clusters Score -7.558713e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 72478 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 2293 members 
Mstep: Class 4 contains 29998 members 
Mstep: Class 5 contains 6329 members 
Mstep: Class 6 contains 34654 members 
Mstep: Class 7 contains 69433 members 
Mstep: Class 8 contains 74530 members 
Mstep: Class 9 contains 76238 members 
Mstep: Class 10 contains 43719 members 
Mstep: Class 11 contains 40611 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 18 contains 64394 members 
Mstep: Class 19 contains 50758 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587184.000000 Penalty: 34682.753906
Iteration 308Q: 17 clusters Score -7.558718e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 72369 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 30035 members 
Mstep: Class 5 contains 6330 members 
Mstep: Class 6 contains 34684 members 
Mstep: Class 7 contains 69415 members 
Mstep: Class 8 contains 74453 members 
Mstep: Class 9 contains 76206 members 
Mstep: Class 10 contains 43738 members 
Mstep: Class 11 contains 40612 members 
Mstep: Class 12 contains 701 members 
Mstep: Class 18 contains 64395 members 
Mstep: Class 19 contains 50813 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587248.000000 Penalty: 34682.753906
Iteration 309Q: 17 clusters Score -7.558725e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 766 members 
Mstep: Class 3 contains 2338 members 
Mstep: Class 4 contains 30058 members 
Mstep: Class 5 contains 6330 members 
Mstep: Class 6 contains 34709 members 
Mstep: Class 7 contains 69402 members 
Mstep: Class 8 contains 74403 members 
Mstep: Class 9 contains 76177 members 
Mstep: Class 10 contains 43745 members 
Mstep: Class 11 contains 40617 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64396 members 
Mstep: Class 19 contains 50848 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587136.000000 Penalty: 34682.753906
Iteration 310Q: 17 clusters Score -7.558714e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 72165 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 2357 members 
Mstep: Class 4 contains 30090 members 
Mstep: Class 5 contains 6330 members 
Mstep: Class 6 contains 34730 members 
Mstep: Class 7 contains 69401 members 
Mstep: Class 8 contains 74347 members 
Mstep: Class 9 contains 76149 members 
Mstep: Class 10 contains 43764 members 
Mstep: Class 11 contains 40623 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64385 members 
Mstep: Class 19 contains 50870 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587080.000000 Penalty: 34682.753906
Iteration 311Q: 17 clusters Score -7.558708e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 72077 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 2376 members 
Mstep: Class 4 contains 30132 members 
Mstep: Class 5 contains 6332 members 
Mstep: Class 6 contains 34739 members 
Mstep: Class 7 contains 69392 members 
Mstep: Class 8 contains 74263 members 
Mstep: Class 9 contains 76127 members 
Mstep: Class 10 contains 43784 members 
Mstep: Class 11 contains 40625 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64385 members 
Mstep: Class 19 contains 50906 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587184.000000 Penalty: 34682.753906
Iteration 312Q: 17 clusters Score -7.558718e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 2397 members 
Mstep: Class 4 contains 30177 members 
Mstep: Class 5 contains 6334 members 
Mstep: Class 6 contains 34751 members 
Mstep: Class 7 contains 69393 members 
Mstep: Class 8 contains 74180 members 
Mstep: Class 9 contains 76121 members 
Mstep: Class 10 contains 43805 members 
Mstep: Class 11 contains 40632 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64365 members 
Mstep: Class 19 contains 50938 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587232.000000 Penalty: 34682.753906
Iteration 313Q: 17 clusters Score -7.558723e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 71858 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 2413 members 
Mstep: Class 4 contains 30227 members 
Mstep: Class 5 contains 6334 members 
Mstep: Class 6 contains 34785 members 
Mstep: Class 7 contains 69377 members 
Mstep: Class 8 contains 74121 members 
Mstep: Class 9 contains 76128 members 
Mstep: Class 10 contains 43816 members 
Mstep: Class 11 contains 40630 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64363 members 
Mstep: Class 19 contains 50979 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587104.000000 Penalty: 34682.753906
Iteration 314Q: 17 clusters Score -7.55871e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 71756 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 2430 members 
Mstep: Class 4 contains 30261 members 
Mstep: Class 5 contains 6335 members 
Mstep: Class 6 contains 34823 members 
Mstep: Class 7 contains 69367 members 
Mstep: Class 8 contains 74058 members 
Mstep: Class 9 contains 76112 members 
Mstep: Class 10 contains 43820 members 
Mstep: Class 11 contains 40632 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64381 members 
Mstep: Class 19 contains 51028 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587096.000000 Penalty: 34682.753906
Iteration 315Q: 17 clusters Score -7.55871e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 71668 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 2443 members 
Mstep: Class 4 contains 30288 members 
Mstep: Class 5 contains 6334 members 
Mstep: Class 6 contains 34840 members 
Mstep: Class 7 contains 69358 members 
Mstep: Class 8 contains 74008 members 
Mstep: Class 9 contains 76107 members 
Mstep: Class 10 contains 43828 members 
Mstep: Class 11 contains 40615 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64421 members 
Mstep: Class 19 contains 51061 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587344.000000 Penalty: 34682.753906
Iteration 316Q: 17 clusters Score -7.558734e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 71638 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 30322 members 
Mstep: Class 5 contains 6335 members 
Mstep: Class 6 contains 34855 members 
Mstep: Class 7 contains 69339 members 
Mstep: Class 8 contains 73927 members 
Mstep: Class 9 contains 76109 members 
Mstep: Class 10 contains 43823 members 
Mstep: Class 11 contains 40593 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64446 members 
Mstep: Class 19 contains 51098 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587304.000000 Penalty: 34682.753906
Iteration 317Q: 17 clusters Score -7.55873e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 71605 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 30368 members 
Mstep: Class 5 contains 6337 members 
Mstep: Class 6 contains 34877 members 
Mstep: Class 7 contains 69327 members 
Mstep: Class 8 contains 73863 members 
Mstep: Class 9 contains 76091 members 
Mstep: Class 10 contains 43823 members 
Mstep: Class 11 contains 40577 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64442 members 
Mstep: Class 19 contains 51142 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587368.000000 Penalty: 34682.753906
Iteration 318Q: 17 clusters Score -7.558737e+07 nChanged 757
Entering ConstructFrom: 
Score: -75587368.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (71528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71528 members 
Entering Unmasked Estep 
Score: -8909258.000000 Penalty: 1816.399658
	Iteration 0F: 2 clusters Score -8909258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -8862920.000000 Penalty: 3632.799316
	Iteration 0F: 3 clusters Score -8862920 nChanged 33849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -8881918.000000 Penalty: 3632.799316
	Iteration 1F: 3 clusters Score -8881918 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -8882562.000000 Penalty: 3632.799316
	Iteration 2Q: 3 clusters Score -8882562 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -8883333.000000 Penalty: 3632.799316
	Iteration 3Q: 3 clusters Score -8883333 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -8884385.000000 Penalty: 3632.799316
	Iteration 4Q: 3 clusters Score -8884385 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -8886109.000000 Penalty: 3632.799316
	Iteration 5Q: 3 clusters Score -8886109 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -8888838.000000 Penalty: 3632.799316
	Iteration 6F: 3 clusters Score -8888838 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -8892801.000000 Penalty: 3632.799316
	Iteration 7F: 3 clusters Score -8892801 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -8897401.000000 Penalty: 3632.799316
	Iteration 8F: 3 clusters Score -8897401 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -8901267.000000 Penalty: 3632.799316
	Iteration 9F: 3 clusters Score -8901267 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -8903298.000000 Penalty: 3632.799316
	Iteration 10Q: 3 clusters Score -8903298 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
Score: -8904118.000000 Penalty: 3632.799316
	Iteration 11Q: 3 clusters Score -8904118 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -8904691.000000 Penalty: 3632.799316
	Iteration 12Q: 3 clusters Score -8904691 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -8905080.000000 Penalty: 3632.799316
	Iteration 13Q: 3 clusters Score -8905080 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -8905449.000000 Penalty: 3632.799316
	Iteration 14Q: 3 clusters Score -8905449 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 64668 members 
Entering Unmasked Estep 
Score: -8905801.000000 Penalty: 3632.799316
	Iteration 15Q: 3 clusters Score -8905801 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -8906132.000000 Penalty: 3632.799316
	Iteration 16Q: 3 clusters Score -8906132 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -8906371.000000 Penalty: 3632.799316
	Iteration 17Q: 3 clusters Score -8906371 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -8906663.000000 Penalty: 3632.799316
	Iteration 18Q: 3 clusters Score -8906663 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 67648 members 
Entering Unmasked Estep 
Score: -8906840.000000 Penalty: 3632.799316
	Iteration 19Q: 3 clusters Score -8906840 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -8906999.000000 Penalty: 3632.799316
	Iteration 20F: 3 clusters Score -8906999 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 68603 members 
Entering Unmasked Estep 
Score: -8907120.000000 Penalty: 3632.799316
	Iteration 21Q: 3 clusters Score -8907120 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -8907243.000000 Penalty: 3632.799316
	Iteration 22Q: 3 clusters Score -8907243 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -8907376.000000 Penalty: 3632.799316
	Iteration 23Q: 3 clusters Score -8907376 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -8907469.000000 Penalty: 3632.799316
	Iteration 24Q: 3 clusters Score -8907469 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -8907534.000000 Penalty: 3632.799316
	Iteration 25Q: 3 clusters Score -8907534 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 70027 members 
Entering Unmasked Estep 
Score: -8907539.000000 Penalty: 3632.799316
	Iteration 26Q: 3 clusters Score -8907539 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 70188 members 
Entering Unmasked Estep 
Score: -8907593.000000 Penalty: 3632.799316
	Iteration 27Q: 3 clusters Score -8907593 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 70313 members 
Entering Unmasked Estep 
Score: -8907600.000000 Penalty: 3632.799316
	Iteration 28Q: 3 clusters Score -8907600 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -8907621.000000 Penalty: 3632.799316
	Iteration 29Q: 3 clusters Score -8907621 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 70485 members 
Entering Unmasked Estep 
Score: -8907620.000000 Penalty: 3632.799316
	Iteration 30Q: 3 clusters Score -8907620 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 70550 members 
Entering Unmasked Estep 
Score: -8907642.000000 Penalty: 3632.799316
	Iteration 31Q: 3 clusters Score -8907642 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 70600 members 
Entering Unmasked Estep 
Score: -8907651.000000 Penalty: 3632.799316
	Iteration 32Q: 3 clusters Score -8907651 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -8907673.000000 Penalty: 3632.799316
	Iteration 33Q: 3 clusters Score -8907673 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 70686 members 
Entering Unmasked Estep 
Score: -8907706.000000 Penalty: 3632.799316
	Iteration 34Q: 3 clusters Score -8907706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 70714 members 
Entering Unmasked Estep 
Score: -8907715.000000 Penalty: 3632.799316
	Iteration 35Q: 3 clusters Score -8907715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -8907714.000000 Penalty: 3632.799316
	Iteration 36Q: 3 clusters Score -8907714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 70776 members 
Entering Unmasked Estep 
Score: -8907735.000000 Penalty: 3632.799316
	Iteration 37Q: 3 clusters Score -8907735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 70810 members 
Entering Unmasked Estep 
Score: -8907724.000000 Penalty: 3632.799316
	Iteration 38Q: 3 clusters Score -8907724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
Score: -8907721.000000 Penalty: 3632.799316
	Iteration 39Q: 3 clusters Score -8907721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -8907731.000000 Penalty: 3632.799316
	Iteration 40F: 3 clusters Score -8907731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 70887 members 
Entering Unmasked Estep 
Score: -8907744.000000 Penalty: 3632.799316
	Iteration 41Q: 3 clusters Score -8907744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 70916 members 
Entering Unmasked Estep 
Score: -8907744.000000 Penalty: 3632.799316
	Iteration 42Q: 3 clusters Score -8907744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 70938 members 
Entering Unmasked Estep 
Score: -8907749.000000 Penalty: 3632.799316
	Iteration 43Q: 3 clusters Score -8907749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 70955 members 
Entering Unmasked Estep 
Score: -8907745.000000 Penalty: 3632.799316
	Iteration 44Q: 3 clusters Score -8907745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 70971 members 
Entering Unmasked Estep 
Score: -8907752.000000 Penalty: 3632.799316
	Iteration 45Q: 3 clusters Score -8907752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 70990 members 
Entering Unmasked Estep 
Score: -8907759.000000 Penalty: 3632.799316
	Iteration 46Q: 3 clusters Score -8907759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 71006 members 
Entering Unmasked Estep 
Score: -8907770.000000 Penalty: 3632.799316
	Iteration 47Q: 3 clusters Score -8907770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -8907788.000000 Penalty: 3632.799316
	Iteration 48Q: 3 clusters Score -8907788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 71032 members 
Entering Unmasked Estep 
Score: -8907779.000000 Penalty: 3632.799316
	Iteration 49Q: 3 clusters Score -8907779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 71046 members 
Entering Unmasked Estep 
Score: -8907783.000000 Penalty: 3632.799316
	Iteration 50Q: 3 clusters Score -8907783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -8907797.000000 Penalty: 3632.799316
	Iteration 51Q: 3 clusters Score -8907797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 71067 members 
Entering Unmasked Estep 
Score: -8907804.000000 Penalty: 3632.799316
	Iteration 52Q: 3 clusters Score -8907804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 71075 members 
Entering Unmasked Estep 
Score: -8907802.000000 Penalty: 3632.799316
	Iteration 53Q: 3 clusters Score -8907802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 71084 members 
Entering Unmasked Estep 
Score: -8907801.000000 Penalty: 3632.799316
	Iteration 54Q: 3 clusters Score -8907801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
Score: -8907808.000000 Penalty: 3632.799316
	Iteration 55Q: 3 clusters Score -8907808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
Score: -8907807.000000 Penalty: 3632.799316
	Iteration 56Q: 3 clusters Score -8907807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 71099 members 
Entering Unmasked Estep 
Score: -8907807.000000 Penalty: 3632.799316
	Iteration 57Q: 3 clusters Score -8907807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 71101 members 
Entering Unmasked Estep 
Score: -8907807.000000 Penalty: 3632.799316
	Iteration 58Q: 3 clusters Score -8907807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 71102 members 
Entering Unmasked Estep 
Score: -8907806.000000 Penalty: 3632.799316
	Iteration 59Q: 3 clusters Score -8907806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 71102 members 
Entering Unmasked Estep 
Score: -8907806.000000 Penalty: 3632.799316
	Iteration 60F: 3 clusters Score -8907806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -83387.500000 Penalty: 1078.979858
	Iteration 0F: 2 clusters Score -83387.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82160.507812 Penalty: 2157.959717
	Iteration 0F: 3 clusters Score -82160.51 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82419.109375 Penalty: 2157.959717
	Iteration 1F: 3 clusters Score -82419.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82507.976562 Penalty: 2157.959717
	Iteration 2F: 3 clusters Score -82507.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82584.890625 Penalty: 2157.959717
	Iteration 3Q: 3 clusters Score -82584.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82641.164062 Penalty: 2157.959717
	Iteration 4Q: 3 clusters Score -82641.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82689.101562 Penalty: 2157.959717
	Iteration 5Q: 3 clusters Score -82689.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -82739.148438 Penalty: 2157.959717
	Iteration 6Q: 3 clusters Score -82739.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -82791.093750 Penalty: 2157.959717
	Iteration 7Q: 3 clusters Score -82791.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82862.906250 Penalty: 2157.959717
	Iteration 8Q: 3 clusters Score -82862.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82911.375000 Penalty: 2157.959717
	Iteration 9Q: 3 clusters Score -82911.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82948.328125 Penalty: 2157.959717
	Iteration 10Q: 3 clusters Score -82948.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82970.390625 Penalty: 2157.959717
	Iteration 11Q: 3 clusters Score -82970.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -82997.921875 Penalty: 2157.959717
	Iteration 12Q: 3 clusters Score -82997.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83030.093750 Penalty: 2157.959717
	Iteration 13Q: 3 clusters Score -83030.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83044.718750 Penalty: 2157.959717
	Iteration 14Q: 3 clusters Score -83044.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83054.609375 Penalty: 2157.959717
	Iteration 15Q: 3 clusters Score -83054.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83066.148438 Penalty: 2157.959717
	Iteration 16Q: 3 clusters Score -83066.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83075.039062 Penalty: 2157.959717
	Iteration 17Q: 3 clusters Score -83075.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -83079.078125 Penalty: 2157.959717
	Iteration 18Q: 3 clusters Score -83079.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83082.656250 Penalty: 2157.959717
	Iteration 19Q: 3 clusters Score -83082.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83086.484375 Penalty: 2157.959717
	Iteration 20F: 3 clusters Score -83086.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83094.328125 Penalty: 2157.959717
	Iteration 21Q: 3 clusters Score -83094.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -83102.140625 Penalty: 2157.959717
	Iteration 22Q: 3 clusters Score -83102.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83113.132812 Penalty: 2157.959717
	Iteration 23Q: 3 clusters Score -83113.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83118.851562 Penalty: 2157.959717
	Iteration 24Q: 3 clusters Score -83118.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -83121.156250 Penalty: 2157.959717
	Iteration 25Q: 3 clusters Score -83121.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -83125.062500 Penalty: 2157.959717
	Iteration 26Q: 3 clusters Score -83125.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -83135.210938 Penalty: 2157.959717
	Iteration 27Q: 3 clusters Score -83135.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -83145.492188 Penalty: 2157.959717
	Iteration 28Q: 3 clusters Score -83145.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -83159.250000 Penalty: 2157.959717
	Iteration 29Q: 3 clusters Score -83159.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -83171.546875 Penalty: 2157.959717
	Iteration 30Q: 3 clusters Score -83171.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -83210.953125 Penalty: 2157.959717
	Iteration 31Q: 3 clusters Score -83210.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -83217.460938 Penalty: 2157.959717
	Iteration 32Q: 3 clusters Score -83217.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83218.148438 Penalty: 2157.959717
	Iteration 33Q: 3 clusters Score -83218.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83219.867188 Penalty: 2157.959717
	Iteration 34Q: 3 clusters Score -83219.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83219.867188 Penalty: 2157.959717
	Iteration 35F: 3 clusters Score -83219.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Entering Unmasked Estep 
Score: -305053.093750 Penalty: 1269.577148
	Iteration 0F: 2 clusters Score -305053.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -302662.781250 Penalty: 2539.154297
	Iteration 0F: 3 clusters Score -302662.8 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -303224.531250 Penalty: 2539.154297
	Iteration 1F: 3 clusters Score -303224.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -303320.062500 Penalty: 2539.154297
	Iteration 2F: 3 clusters Score -303320.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -303377.531250 Penalty: 2539.154297
	Iteration 3Q: 3 clusters Score -303377.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -303415.406250 Penalty: 2539.154297
	Iteration 4Q: 3 clusters Score -303415.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -303451.968750 Penalty: 2539.154297
	Iteration 5Q: 3 clusters Score -303452 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -303479.500000 Penalty: 2539.154297
	Iteration 6Q: 3 clusters Score -303479.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -303497.625000 Penalty: 2539.154297
	Iteration 7Q: 3 clusters Score -303497.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -303512.125000 Penalty: 2539.154297
	Iteration 8Q: 3 clusters Score -303512.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -303521.031250 Penalty: 2539.154297
	Iteration 9Q: 3 clusters Score -303521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -303530.875000 Penalty: 2539.154297
	Iteration 10Q: 3 clusters Score -303530.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -303538.500000 Penalty: 2539.154297
	Iteration 11Q: 3 clusters Score -303538.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -303545.843750 Penalty: 2539.154297
	Iteration 12Q: 3 clusters Score -303545.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -303550.875000 Penalty: 2539.154297
	Iteration 13Q: 3 clusters Score -303550.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -303554.812500 Penalty: 2539.154297
	Iteration 14Q: 3 clusters Score -303554.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -303559.312500 Penalty: 2539.154297
	Iteration 15Q: 3 clusters Score -303559.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -303565.937500 Penalty: 2539.154297
	Iteration 16Q: 3 clusters Score -303565.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -303570.375000 Penalty: 2539.154297
	Iteration 17Q: 3 clusters Score -303570.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -303575.281250 Penalty: 2539.154297
	Iteration 18Q: 3 clusters Score -303575.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -303581.593750 Penalty: 2539.154297
	Iteration 19Q: 3 clusters Score -303581.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -303588.468750 Penalty: 2539.154297
	Iteration 20F: 3 clusters Score -303588.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -303597.218750 Penalty: 2539.154297
	Iteration 21Q: 3 clusters Score -303597.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -303603.156250 Penalty: 2539.154297
	Iteration 22Q: 3 clusters Score -303603.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -303607.125000 Penalty: 2539.154297
	Iteration 23Q: 3 clusters Score -303607.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -303609.937500 Penalty: 2539.154297
	Iteration 24Q: 3 clusters Score -303609.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -303612.906250 Penalty: 2539.154297
	Iteration 25Q: 3 clusters Score -303612.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -303614.531250 Penalty: 2539.154297
	Iteration 26Q: 3 clusters Score -303614.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -303616.062500 Penalty: 2539.154297
	Iteration 27Q: 3 clusters Score -303616.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -303616.687500 Penalty: 2539.154297
	Iteration 28Q: 3 clusters Score -303616.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -303617.437500 Penalty: 2539.154297
	Iteration 29Q: 3 clusters Score -303617.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -303617.656250 Penalty: 2539.154297
	Iteration 30Q: 3 clusters Score -303617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -303617.656250 Penalty: 2539.154297
	Iteration 31F: 3 clusters Score -303617.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Entering Unmasked Estep 
Score: -3678039.000000 Penalty: 1677.389282
	Iteration 0F: 2 clusters Score -3678039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -3657537.000000 Penalty: 3354.778564
	Iteration 0F: 3 clusters Score -3657537 nChanged 14150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3665412.750000 Penalty: 3354.778564
	Iteration 1F: 3 clusters Score -3665413 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3665728.000000 Penalty: 3354.778564
	Iteration 2Q: 3 clusters Score -3665728 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3665993.250000 Penalty: 3354.778564
	Iteration 3Q: 3 clusters Score -3665993 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3666275.250000 Penalty: 3354.778564
	Iteration 4Q: 3 clusters Score -3666275 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3666544.500000 Penalty: 3354.778564
	Iteration 5Q: 3 clusters Score -3666544 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3666932.750000 Penalty: 3354.778564
	Iteration 6Q: 3 clusters Score -3666933 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3667534.500000 Penalty: 3354.778564
	Iteration 7Q: 3 clusters Score -3667534 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3668412.500000 Penalty: 3354.778564
	Iteration 8F: 3 clusters Score -3668412 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3669758.750000 Penalty: 3354.778564
	Iteration 9F: 3 clusters Score -3669759 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -3671538.500000 Penalty: 3354.778564
	Iteration 10F: 3 clusters Score -3671538 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -3673356.250000 Penalty: 3354.778564
	Iteration 11F: 3 clusters Score -3673356 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3674710.250000 Penalty: 3354.778564
	Iteration 12Q: 3 clusters Score -3674710 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3675492.500000 Penalty: 3354.778564
	Iteration 13Q: 3 clusters Score -3675492 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3675959.750000 Penalty: 3354.778564
	Iteration 14Q: 3 clusters Score -3675960 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3676181.750000 Penalty: 3354.778564
	Iteration 15Q: 3 clusters Score -3676182 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3676309.000000 Penalty: 3354.778564
	Iteration 16Q: 3 clusters Score -3676309 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3676395.750000 Penalty: 3354.778564
	Iteration 17Q: 3 clusters Score -3676396 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3676442.750000 Penalty: 3354.778564
	Iteration 18Q: 3 clusters Score -3676443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3676484.000000 Penalty: 3354.778564
	Iteration 19Q: 3 clusters Score -3676484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3676506.000000 Penalty: 3354.778564
	Iteration 20F: 3 clusters Score -3676506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3676520.250000 Penalty: 3354.778564
	Iteration 21Q: 3 clusters Score -3676520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3676540.250000 Penalty: 3354.778564
	Iteration 22Q: 3 clusters Score -3676540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3676559.750000 Penalty: 3354.778564
	Iteration 23Q: 3 clusters Score -3676560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3676577.000000 Penalty: 3354.778564
	Iteration 24Q: 3 clusters Score -3676577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3676587.500000 Penalty: 3354.778564
	Iteration 25Q: 3 clusters Score -3676588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3676595.000000 Penalty: 3354.778564
	Iteration 26Q: 3 clusters Score -3676595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3676606.000000 Penalty: 3354.778564
	Iteration 27Q: 3 clusters Score -3676606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3676613.750000 Penalty: 3354.778564
	Iteration 28Q: 3 clusters Score -3676614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3676618.250000 Penalty: 3354.778564
	Iteration 29Q: 3 clusters Score -3676618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3676618.500000 Penalty: 3354.778564
	Iteration 30Q: 3 clusters Score -3676618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3676622.000000 Penalty: 3354.778564
	Iteration 31Q: 3 clusters Score -3676622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3676623.000000 Penalty: 3354.778564
	Iteration 32Q: 3 clusters Score -3676623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3676623.000000 Penalty: 3354.778564
	Iteration 33F: 3 clusters Score -3676623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Entering Unmasked Estep 
Score: -751071.125000 Penalty: 1422.602417
	Iteration 0F: 2 clusters Score -751071.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -746325.562500 Penalty: 2845.204834
	Iteration 0F: 3 clusters Score -746325.6 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -747752.375000 Penalty: 2845.204834
	Iteration 1F: 3 clusters Score -747752.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -748025.875000 Penalty: 2845.204834
	Iteration 2F: 3 clusters Score -748025.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -748276.750000 Penalty: 2845.204834
	Iteration 3F: 3 clusters Score -748276.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -748527.812500 Penalty: 2845.204834
	Iteration 4F: 3 clusters Score -748527.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -748836.875000 Penalty: 2845.204834
	Iteration 5F: 3 clusters Score -748836.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -749145.250000 Penalty: 2845.204834
	Iteration 6F: 3 clusters Score -749145.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -749409.437500 Penalty: 2845.204834
	Iteration 7F: 3 clusters Score -749409.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -749647.875000 Penalty: 2845.204834
	Iteration 8Q: 3 clusters Score -749647.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -749840.687500 Penalty: 2845.204834
	Iteration 9Q: 3 clusters Score -749840.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -749975.187500 Penalty: 2845.204834
	Iteration 10Q: 3 clusters Score -749975.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -750070.812500 Penalty: 2845.204834
	Iteration 11Q: 3 clusters Score -750070.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -750139.187500 Penalty: 2845.204834
	Iteration 12Q: 3 clusters Score -750139.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -750186.750000 Penalty: 2845.204834
	Iteration 13Q: 3 clusters Score -750186.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -750204.250000 Penalty: 2845.204834
	Iteration 14Q: 3 clusters Score -750204.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -750216.937500 Penalty: 2845.204834
	Iteration 15Q: 3 clusters Score -750216.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -750224.500000 Penalty: 2845.204834
	Iteration 16Q: 3 clusters Score -750224.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -750229.625000 Penalty: 2845.204834
	Iteration 17Q: 3 clusters Score -750229.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -750234.562500 Penalty: 2845.204834
	Iteration 18Q: 3 clusters Score -750234.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -750238.687500 Penalty: 2845.204834
	Iteration 19Q: 3 clusters Score -750238.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -750240.000000 Penalty: 2845.204834
	Iteration 20F: 3 clusters Score -750240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -750240.375000 Penalty: 2845.204834
	Iteration 21Q: 3 clusters Score -750240.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -750239.125000 Penalty: 2845.204834
	Iteration 22Q: 3 clusters Score -750239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -750240.250000 Penalty: 2845.204834
	Iteration 23Q: 3 clusters Score -750240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -750240.562500 Penalty: 2845.204834
	Iteration 24Q: 3 clusters Score -750240.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -750240.562500 Penalty: 2845.204834
	Iteration 25F: 3 clusters Score -750240.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Entering Unmasked Estep 
Score: -4340982.000000 Penalty: 1699.770752
	Iteration 0F: 2 clusters Score -4340982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -4317324.500000 Penalty: 3399.541504
	Iteration 0F: 3 clusters Score -4317324 nChanged 16264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -4326754.500000 Penalty: 3399.541504
	Iteration 1F: 3 clusters Score -4326754 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -4327375.000000 Penalty: 3399.541504
	Iteration 2Q: 3 clusters Score -4327375 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -4328045.500000 Penalty: 3399.541504
	Iteration 3Q: 3 clusters Score -4328046 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -4328943.000000 Penalty: 3399.541504
	Iteration 4F: 3 clusters Score -4328943 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -4330245.000000 Penalty: 3399.541504
	Iteration 5F: 3 clusters Score -4330245 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -4332031.500000 Penalty: 3399.541504
	Iteration 6F: 3 clusters Score -4332032 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -4334055.500000 Penalty: 3399.541504
	Iteration 7F: 3 clusters Score -4334056 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -4335715.500000 Penalty: 3399.541504
	Iteration 8F: 3 clusters Score -4335716 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -4336593.000000 Penalty: 3399.541504
	Iteration 9Q: 3 clusters Score -4336593 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -4337010.000000 Penalty: 3399.541504
	Iteration 10Q: 3 clusters Score -4337010 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -4337304.000000 Penalty: 3399.541504
	Iteration 11Q: 3 clusters Score -4337304 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -4337521.000000 Penalty: 3399.541504
	Iteration 12Q: 3 clusters Score -4337521 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -4337702.000000 Penalty: 3399.541504
	Iteration 13Q: 3 clusters Score -4337702 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -4337910.000000 Penalty: 3399.541504
	Iteration 14Q: 3 clusters Score -4337910 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -4338050.500000 Penalty: 3399.541504
	Iteration 15Q: 3 clusters Score -4338050 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -4338175.000000 Penalty: 3399.541504
	Iteration 16Q: 3 clusters Score -4338175 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -4338289.500000 Penalty: 3399.541504
	Iteration 17Q: 3 clusters Score -4338290 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -4338378.000000 Penalty: 3399.541504
	Iteration 18Q: 3 clusters Score -4338378 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -4338466.000000 Penalty: 3399.541504
	Iteration 19Q: 3 clusters Score -4338466 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -4338543.000000 Penalty: 3399.541504
	Iteration 20F: 3 clusters Score -4338543 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -4338605.000000 Penalty: 3399.541504
	Iteration 21Q: 3 clusters Score -4338605 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -4338698.000000 Penalty: 3399.541504
	Iteration 22Q: 3 clusters Score -4338698 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4338800.000000 Penalty: 3399.541504
	Iteration 23Q: 3 clusters Score -4338800 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4338873.000000 Penalty: 3399.541504
	Iteration 24Q: 3 clusters Score -4338873 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -4338951.000000 Penalty: 3399.541504
	Iteration 25Q: 3 clusters Score -4338951 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -4339015.000000 Penalty: 3399.541504
	Iteration 26Q: 3 clusters Score -4339015 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -4339076.000000 Penalty: 3399.541504
	Iteration 27Q: 3 clusters Score -4339076 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4339125.500000 Penalty: 3399.541504
	Iteration 28Q: 3 clusters Score -4339126 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -4339177.500000 Penalty: 3399.541504
	Iteration 29Q: 3 clusters Score -4339178 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -4339234.000000 Penalty: 3399.541504
	Iteration 30Q: 3 clusters Score -4339234 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -4339305.000000 Penalty: 3399.541504
	Iteration 31Q: 3 clusters Score -4339305 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -4339371.500000 Penalty: 3399.541504
	Iteration 32Q: 3 clusters Score -4339372 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -4339411.500000 Penalty: 3399.541504
	Iteration 33Q: 3 clusters Score -4339412 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4339433.500000 Penalty: 3399.541504
	Iteration 34Q: 3 clusters Score -4339434 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -4339473.000000 Penalty: 3399.541504
	Iteration 35Q: 3 clusters Score -4339473 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -4339482.500000 Penalty: 3399.541504
	Iteration 36Q: 3 clusters Score -4339482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -4339514.000000 Penalty: 3399.541504
	Iteration 37Q: 3 clusters Score -4339514 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -4339532.500000 Penalty: 3399.541504
	Iteration 38Q: 3 clusters Score -4339532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -4339547.500000 Penalty: 3399.541504
	Iteration 39Q: 3 clusters Score -4339548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -4339560.500000 Penalty: 3399.541504
	Iteration 40F: 3 clusters Score -4339560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -4339565.500000 Penalty: 3399.541504
	Iteration 41Q: 3 clusters Score -4339566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4339576.000000 Penalty: 3399.541504
	Iteration 42Q: 3 clusters Score -4339576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -4339583.000000 Penalty: 3399.541504
	Iteration 43Q: 3 clusters Score -4339583 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -4339593.500000 Penalty: 3399.541504
	Iteration 44Q: 3 clusters Score -4339594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -4339612.000000 Penalty: 3399.541504
	Iteration 45Q: 3 clusters Score -4339612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -4339621.000000 Penalty: 3399.541504
	Iteration 46Q: 3 clusters Score -4339621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -4339635.000000 Penalty: 3399.541504
	Iteration 47Q: 3 clusters Score -4339635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -4339644.000000 Penalty: 3399.541504
	Iteration 48Q: 3 clusters Score -4339644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -4339653.000000 Penalty: 3399.541504
	Iteration 49Q: 3 clusters Score -4339653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -4339659.500000 Penalty: 3399.541504
	Iteration 50Q: 3 clusters Score -4339660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -4339666.500000 Penalty: 3399.541504
	Iteration 51Q: 3 clusters Score -4339666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -4339670.500000 Penalty: 3399.541504
	Iteration 52Q: 3 clusters Score -4339670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -4339671.500000 Penalty: 3399.541504
	Iteration 53Q: 3 clusters Score -4339672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -4339677.000000 Penalty: 3399.541504
	Iteration 54Q: 3 clusters Score -4339677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -4339681.500000 Penalty: 3399.541504
	Iteration 55Q: 3 clusters Score -4339682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -4339682.500000 Penalty: 3399.541504
	Iteration 56Q: 3 clusters Score -4339682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -4339694.500000 Penalty: 3399.541504
	Iteration 57Q: 3 clusters Score -4339694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -4339692.500000 Penalty: 3399.541504
	Iteration 58Q: 3 clusters Score -4339692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -4339695.500000 Penalty: 3399.541504
	Iteration 59Q: 3 clusters Score -4339696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -4339700.500000 Penalty: 3399.541504
	Iteration 60F: 3 clusters Score -4339700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -4339707.500000 Penalty: 3399.541504
	Iteration 61Q: 3 clusters Score -4339708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -4339704.500000 Penalty: 3399.541504
	Iteration 62Q: 3 clusters Score -4339704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -4339706.000000 Penalty: 3399.541504
	Iteration 63Q: 3 clusters Score -4339706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -4339702.500000 Penalty: 3399.541504
	Iteration 64Q: 3 clusters Score -4339702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -4339705.500000 Penalty: 3399.541504
	Iteration 65Q: 3 clusters Score -4339706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -4339705.500000 Penalty: 3399.541504
	Iteration 66F: 3 clusters Score -4339706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Entering Unmasked Estep 
Score: -8638807.000000 Penalty: 1811.302002
	Iteration 0F: 2 clusters Score -8638807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -8593562.000000 Penalty: 3622.604004
	Iteration 0F: 3 clusters Score -8593562 nChanged 32939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -8612434.000000 Penalty: 3622.604004
	Iteration 1F: 3 clusters Score -8612434 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -8613435.000000 Penalty: 3622.604004
	Iteration 2Q: 3 clusters Score -8613435 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -8615041.000000 Penalty: 3622.604004
	Iteration 3Q: 3 clusters Score -8615041 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -8617946.000000 Penalty: 3622.604004
	Iteration 4F: 3 clusters Score -8617946 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 52912 members 
Entering Unmasked Estep 
Score: -8622577.000000 Penalty: 3622.604004
	Iteration 5F: 3 clusters Score -8622577 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -8628300.000000 Penalty: 3622.604004
	Iteration 6F: 3 clusters Score -8628300 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -8633111.000000 Penalty: 3622.604004
	Iteration 7F: 3 clusters Score -8633111 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -8635681.000000 Penalty: 3622.604004
	Iteration 8Q: 3 clusters Score -8635681 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 68522 members 
Entering Unmasked Estep 
Score: -8636626.000000 Penalty: 3622.604004
	Iteration 9Q: 3 clusters Score -8636626 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 68857 members 
Entering Unmasked Estep 
Score: -8636930.000000 Penalty: 3622.604004
	Iteration 10Q: 3 clusters Score -8636930 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -8637053.000000 Penalty: 3622.604004
	Iteration 11Q: 3 clusters Score -8637053 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -8637117.000000 Penalty: 3622.604004
	Iteration 12Q: 3 clusters Score -8637117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
Score: -8637163.000000 Penalty: 3622.604004
	Iteration 13Q: 3 clusters Score -8637163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -8637188.000000 Penalty: 3622.604004
	Iteration 14Q: 3 clusters Score -8637188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -8637217.000000 Penalty: 3622.604004
	Iteration 15Q: 3 clusters Score -8637217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -8637235.000000 Penalty: 3622.604004
	Iteration 16Q: 3 clusters Score -8637235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -8637243.000000 Penalty: 3622.604004
	Iteration 17Q: 3 clusters Score -8637243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -8637252.000000 Penalty: 3622.604004
	Iteration 18Q: 3 clusters Score -8637252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 69122 members 
Entering Unmasked Estep 
Score: -8637257.000000 Penalty: 3622.604004
	Iteration 19Q: 3 clusters Score -8637257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 69124 members 
Entering Unmasked Estep 
Score: -8637258.000000 Penalty: 3622.604004
	Iteration 20F: 3 clusters Score -8637258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 69124 members 
Entering Unmasked Estep 
Score: -8637265.000000 Penalty: 3622.604004
	Iteration 21Q: 3 clusters Score -8637265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -8637266.000000 Penalty: 3622.604004
	Iteration 22Q: 3 clusters Score -8637266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -8637263.000000 Penalty: 3622.604004
	Iteration 23Q: 3 clusters Score -8637263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -8637266.000000 Penalty: 3622.604004
	Iteration 24Q: 3 clusters Score -8637266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 69122 members 
Entering Unmasked Estep 
Score: -8637268.000000 Penalty: 3622.604004
	Iteration 25Q: 3 clusters Score -8637268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 69122 members 
Entering Unmasked Estep 
Score: -8637268.000000 Penalty: 3622.604004
	Iteration 26F: 3 clusters Score -8637268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73802 members 
Entering Unmasked Estep 
Score: -9139842.000000 Penalty: 1821.485352
	Iteration 0F: 2 clusters Score -9139842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -9090710.000000 Penalty: 3642.970703
	Iteration 0F: 3 clusters Score -9090710 nChanged 35243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -9111188.000000 Penalty: 3642.970703
	Iteration 1F: 3 clusters Score -9111188 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -9112359.000000 Penalty: 3642.970703
	Iteration 2Q: 3 clusters Score -9112359 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -9114399.000000 Penalty: 3642.970703
	Iteration 3F: 3 clusters Score -9114399 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -9118320.000000 Penalty: 3642.970703
	Iteration 4F: 3 clusters Score -9118320 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -9124510.000000 Penalty: 3642.970703
	Iteration 5F: 3 clusters Score -9124510 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -9131152.000000 Penalty: 3642.970703
	Iteration 6F: 3 clusters Score -9131152 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -9135879.000000 Penalty: 3642.970703
	Iteration 7F: 3 clusters Score -9135879 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -9138113.000000 Penalty: 3642.970703
	Iteration 8Q: 3 clusters Score -9138113 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71003 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -9138921.000000 Penalty: 3642.970703
	Iteration 9Q: 3 clusters Score -9138921 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71224 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -9139212.000000 Penalty: 3642.970703
	Iteration 10Q: 3 clusters Score -9139212 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71369 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -9139339.000000 Penalty: 3642.970703
	Iteration 11Q: 3 clusters Score -9139339 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71469 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -9139400.000000 Penalty: 3642.970703
	Iteration 12Q: 3 clusters Score -9139400 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71527 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -9139417.000000 Penalty: 3642.970703
	Iteration 13Q: 3 clusters Score -9139417 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -9139417.000000 Penalty: 3642.970703
	Iteration 14Q: 3 clusters Score -9139417 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -9139423.000000 Penalty: 3642.970703
	Iteration 15Q: 3 clusters Score -9139423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71640 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9139445.000000 Penalty: 3642.970703
	Iteration 16Q: 3 clusters Score -9139445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71669 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -9139442.000000 Penalty: 3642.970703
	Iteration 17Q: 3 clusters Score -9139442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71685 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9139453.000000 Penalty: 3642.970703
	Iteration 18Q: 3 clusters Score -9139453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -9139451.000000 Penalty: 3642.970703
	Iteration 19Q: 3 clusters Score -9139451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71713 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -9139473.000000 Penalty: 3642.970703
	Iteration 20F: 3 clusters Score -9139473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71731 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -9139490.000000 Penalty: 3642.970703
	Iteration 21Q: 3 clusters Score -9139490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71750 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -9139484.000000 Penalty: 3642.970703
	Iteration 22Q: 3 clusters Score -9139484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71765 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -9139491.000000 Penalty: 3642.970703
	Iteration 23Q: 3 clusters Score -9139491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71779 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -9139488.000000 Penalty: 3642.970703
	Iteration 24Q: 3 clusters Score -9139488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -9139487.000000 Penalty: 3642.970703
	Iteration 25Q: 3 clusters Score -9139487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71786 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -9139486.000000 Penalty: 3642.970703
	Iteration 26Q: 3 clusters Score -9139486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71793 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -9139483.000000 Penalty: 3642.970703
	Iteration 27Q: 3 clusters Score -9139483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71796 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -9139479.000000 Penalty: 3642.970703
	Iteration 28Q: 3 clusters Score -9139479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9139482.000000 Penalty: 3642.970703
	Iteration 29Q: 3 clusters Score -9139482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71802 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -9139483.000000 Penalty: 3642.970703
	Iteration 30Q: 3 clusters Score -9139483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71803 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -9139484.000000 Penalty: 3642.970703
	Iteration 31Q: 3 clusters Score -9139484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71803 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -9139484.000000 Penalty: 3642.970703
	Iteration 32F: 3 clusters Score -9139484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Entering Unmasked Estep 
Score: -9454939.000000 Penalty: 1826.410400
	Iteration 0F: 2 clusters Score -9454939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -9405931.000000 Penalty: 3652.820801
	Iteration 0F: 3 clusters Score -9405931 nChanged 35973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -9426930.000000 Penalty: 3652.820801
	Iteration 1F: 3 clusters Score -9426930 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -9427833.000000 Penalty: 3652.820801
	Iteration 2Q: 3 clusters Score -9427833 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -9429050.000000 Penalty: 3652.820801
	Iteration 3Q: 3 clusters Score -9429050 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -9430666.000000 Penalty: 3652.820801
	Iteration 4Q: 3 clusters Score -9430666 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -9432993.000000 Penalty: 3652.820801
	Iteration 5F: 3 clusters Score -9432993 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -9436044.000000 Penalty: 3652.820801
	Iteration 6F: 3 clusters Score -9436044 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -9439721.000000 Penalty: 3652.820801
	Iteration 7F: 3 clusters Score -9439721 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -9443296.000000 Penalty: 3652.820801
	Iteration 8F: 3 clusters Score -9443296 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62219 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -9446086.000000 Penalty: 3652.820801
	Iteration 9F: 3 clusters Score -9446086 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64746 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -9447982.000000 Penalty: 3652.820801
	Iteration 10Q: 3 clusters Score -9447982 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66668 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -9449252.000000 Penalty: 3652.820801
	Iteration 11Q: 3 clusters Score -9449252 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68280 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -9450203.000000 Penalty: 3652.820801
	Iteration 12Q: 3 clusters Score -9450203 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69695 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -9450986.000000 Penalty: 3652.820801
	Iteration 13Q: 3 clusters Score -9450986 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70902 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -9451595.000000 Penalty: 3652.820801
	Iteration 14Q: 3 clusters Score -9451595 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71934 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -9452079.000000 Penalty: 3652.820801
	Iteration 15Q: 3 clusters Score -9452079 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72770 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -9452453.000000 Penalty: 3652.820801
	Iteration 16Q: 3 clusters Score -9452453 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73419 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -9452722.000000 Penalty: 3652.820801
	Iteration 17Q: 3 clusters Score -9452722 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -9452950.000000 Penalty: 3652.820801
	Iteration 18Q: 3 clusters Score -9452950 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9453072.000000 Penalty: 3652.820801
	Iteration 19Q: 3 clusters Score -9453072 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9453179.000000 Penalty: 3652.820801
	Iteration 20F: 3 clusters Score -9453179 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74826 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -9453239.000000 Penalty: 3652.820801
	Iteration 21Q: 3 clusters Score -9453239 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74972 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -9453317.000000 Penalty: 3652.820801
	Iteration 22Q: 3 clusters Score -9453317 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75113 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9453373.000000 Penalty: 3652.820801
	Iteration 23Q: 3 clusters Score -9453373 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75226 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -9453415.000000 Penalty: 3652.820801
	Iteration 24Q: 3 clusters Score -9453415 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75321 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9453467.000000 Penalty: 3652.820801
	Iteration 25Q: 3 clusters Score -9453467 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9453503.000000 Penalty: 3652.820801
	Iteration 26Q: 3 clusters Score -9453503 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75442 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9453527.000000 Penalty: 3652.820801
	Iteration 27Q: 3 clusters Score -9453527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75470 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9453542.000000 Penalty: 3652.820801
	Iteration 28Q: 3 clusters Score -9453542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9453570.000000 Penalty: 3652.820801
	Iteration 29Q: 3 clusters Score -9453570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9453583.000000 Penalty: 3652.820801
	Iteration 30Q: 3 clusters Score -9453583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75555 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9453605.000000 Penalty: 3652.820801
	Iteration 31Q: 3 clusters Score -9453605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75567 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9453607.000000 Penalty: 3652.820801
	Iteration 32Q: 3 clusters Score -9453607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -9453614.000000 Penalty: 3652.820801
	Iteration 33Q: 3 clusters Score -9453614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75597 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9453638.000000 Penalty: 3652.820801
	Iteration 34Q: 3 clusters Score -9453638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75610 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9453643.000000 Penalty: 3652.820801
	Iteration 35Q: 3 clusters Score -9453643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9453657.000000 Penalty: 3652.820801
	Iteration 36Q: 3 clusters Score -9453657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75622 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9453663.000000 Penalty: 3652.820801
	Iteration 37Q: 3 clusters Score -9453663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9453667.000000 Penalty: 3652.820801
	Iteration 38Q: 3 clusters Score -9453667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75626 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9453677.000000 Penalty: 3652.820801
	Iteration 39Q: 3 clusters Score -9453677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75629 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9453670.000000 Penalty: 3652.820801
	Iteration 40F: 3 clusters Score -9453670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75633 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9453670.000000 Penalty: 3652.820801
	Iteration 41Q: 3 clusters Score -9453670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9453671.000000 Penalty: 3652.820801
	Iteration 42Q: 3 clusters Score -9453671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9453671.000000 Penalty: 3652.820801
	Iteration 43Q: 3 clusters Score -9453671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9453673.000000 Penalty: 3652.820801
	Iteration 44Q: 3 clusters Score -9453673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9453676.000000 Penalty: 3652.820801
	Iteration 45Q: 3 clusters Score -9453676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75646 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9453674.000000 Penalty: 3652.820801
	Iteration 46Q: 3 clusters Score -9453674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75651 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9453678.000000 Penalty: 3652.820801
	Iteration 47Q: 3 clusters Score -9453678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75654 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9453683.000000 Penalty: 3652.820801
	Iteration 48Q: 3 clusters Score -9453683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9453675.000000 Penalty: 3652.820801
	Iteration 49Q: 3 clusters Score -9453675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75659 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9453681.000000 Penalty: 3652.820801
	Iteration 50Q: 3 clusters Score -9453681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75666 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9453689.000000 Penalty: 3652.820801
	Iteration 51Q: 3 clusters Score -9453689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9453685.000000 Penalty: 3652.820801
	Iteration 52Q: 3 clusters Score -9453685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75670 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9453688.000000 Penalty: 3652.820801
	Iteration 53Q: 3 clusters Score -9453688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9453686.000000 Penalty: 3652.820801
	Iteration 54Q: 3 clusters Score -9453686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9453686.000000 Penalty: 3652.820801
	Iteration 55F: 3 clusters Score -9453686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Entering Unmasked Estep 
Score: -5448274.500000 Penalty: 1736.800903
	Iteration 0F: 2 clusters Score -5448274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -5418847.000000 Penalty: 3473.601807
	Iteration 0F: 3 clusters Score -5418847 nChanged 20432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -5430402.000000 Penalty: 3473.601807
	Iteration 1F: 3 clusters Score -5430402 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -5430781.500000 Penalty: 3473.601807
	Iteration 2Q: 3 clusters Score -5430782 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -5431147.000000 Penalty: 3473.601807
	Iteration 3Q: 3 clusters Score -5431147 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -5431651.000000 Penalty: 3473.601807
	Iteration 4Q: 3 clusters Score -5431651 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -5432322.500000 Penalty: 3473.601807
	Iteration 5Q: 3 clusters Score -5432322 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -5433317.500000 Penalty: 3473.601807
	Iteration 6Q: 3 clusters Score -5433318 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -5434901.000000 Penalty: 3473.601807
	Iteration 7F: 3 clusters Score -5434901 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -5437298.000000 Penalty: 3473.601807
	Iteration 8F: 3 clusters Score -5437298 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -5440284.500000 Penalty: 3473.601807
	Iteration 9F: 3 clusters Score -5440284 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -5443069.500000 Penalty: 3473.601807
	Iteration 10F: 3 clusters Score -5443070 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5444956.500000 Penalty: 3473.601807
	Iteration 11Q: 3 clusters Score -5444956 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5445972.500000 Penalty: 3473.601807
	Iteration 12Q: 3 clusters Score -5445972 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5446373.000000 Penalty: 3473.601807
	Iteration 13Q: 3 clusters Score -5446373 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5446556.000000 Penalty: 3473.601807
	Iteration 14Q: 3 clusters Score -5446556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5446639.000000 Penalty: 3473.601807
	Iteration 15Q: 3 clusters Score -5446639 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5446691.000000 Penalty: 3473.601807
	Iteration 16Q: 3 clusters Score -5446691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5446735.000000 Penalty: 3473.601807
	Iteration 17Q: 3 clusters Score -5446735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5446765.000000 Penalty: 3473.601807
	Iteration 18Q: 3 clusters Score -5446765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5446799.500000 Penalty: 3473.601807
	Iteration 19Q: 3 clusters Score -5446800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5446815.000000 Penalty: 3473.601807
	Iteration 20F: 3 clusters Score -5446815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5446834.000000 Penalty: 3473.601807
	Iteration 21Q: 3 clusters Score -5446834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5446841.500000 Penalty: 3473.601807
	Iteration 22Q: 3 clusters Score -5446842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5446852.000000 Penalty: 3473.601807
	Iteration 23Q: 3 clusters Score -5446852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5446857.000000 Penalty: 3473.601807
	Iteration 24Q: 3 clusters Score -5446857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5446859.500000 Penalty: 3473.601807
	Iteration 25Q: 3 clusters Score -5446860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5446863.000000 Penalty: 3473.601807
	Iteration 26Q: 3 clusters Score -5446863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5446860.000000 Penalty: 3473.601807
	Iteration 27Q: 3 clusters Score -5446860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5446860.000000 Penalty: 3473.601807
	Iteration 28F: 3 clusters Score -5446860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Entering Unmasked Estep 
Score: -5043129.000000 Penalty: 1724.264404
	Iteration 0F: 2 clusters Score -5043129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -5015884.500000 Penalty: 3448.528809
	Iteration 0F: 3 clusters Score -5015884 nChanged 19048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -5026919.000000 Penalty: 3448.528809
	Iteration 1F: 3 clusters Score -5026919 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -5027601.500000 Penalty: 3448.528809
	Iteration 2Q: 3 clusters Score -5027602 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -5028528.500000 Penalty: 3448.528809
	Iteration 3Q: 3 clusters Score -5028528 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -5029776.500000 Penalty: 3448.528809
	Iteration 4F: 3 clusters Score -5029776 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -5031521.500000 Penalty: 3448.528809
	Iteration 5F: 3 clusters Score -5031522 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -5033708.500000 Penalty: 3448.528809
	Iteration 6F: 3 clusters Score -5033708 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -5035879.500000 Penalty: 3448.528809
	Iteration 7F: 3 clusters Score -5035880 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -5037518.000000 Penalty: 3448.528809
	Iteration 8F: 3 clusters Score -5037518 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -5038276.500000 Penalty: 3448.528809
	Iteration 9Q: 3 clusters Score -5038276 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -5038643.000000 Penalty: 3448.528809
	Iteration 10Q: 3 clusters Score -5038643 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -5038893.500000 Penalty: 3448.528809
	Iteration 11Q: 3 clusters Score -5038894 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -5039122.000000 Penalty: 3448.528809
	Iteration 12Q: 3 clusters Score -5039122 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -5039342.000000 Penalty: 3448.528809
	Iteration 13Q: 3 clusters Score -5039342 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -5039525.000000 Penalty: 3448.528809
	Iteration 14Q: 3 clusters Score -5039525 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -5039706.500000 Penalty: 3448.528809
	Iteration 15Q: 3 clusters Score -5039706 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -5039853.500000 Penalty: 3448.528809
	Iteration 16Q: 3 clusters Score -5039854 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -5040010.500000 Penalty: 3448.528809
	Iteration 17Q: 3 clusters Score -5040010 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -5040175.500000 Penalty: 3448.528809
	Iteration 18Q: 3 clusters Score -5040176 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -5040328.500000 Penalty: 3448.528809
	Iteration 19Q: 3 clusters Score -5040328 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -5040467.000000 Penalty: 3448.528809
	Iteration 20F: 3 clusters Score -5040467 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -5040593.000000 Penalty: 3448.528809
	Iteration 21Q: 3 clusters Score -5040593 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -5040697.500000 Penalty: 3448.528809
	Iteration 22Q: 3 clusters Score -5040698 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -5040820.500000 Penalty: 3448.528809
	Iteration 23Q: 3 clusters Score -5040820 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5040913.000000 Penalty: 3448.528809
	Iteration 24Q: 3 clusters Score -5040913 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5040981.000000 Penalty: 3448.528809
	Iteration 25Q: 3 clusters Score -5040981 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -5041066.500000 Penalty: 3448.528809
	Iteration 26Q: 3 clusters Score -5041066 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -5041126.000000 Penalty: 3448.528809
	Iteration 27Q: 3 clusters Score -5041126 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5041182.000000 Penalty: 3448.528809
	Iteration 28Q: 3 clusters Score -5041182 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5041246.500000 Penalty: 3448.528809
	Iteration 29Q: 3 clusters Score -5041246 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5041293.500000 Penalty: 3448.528809
	Iteration 30Q: 3 clusters Score -5041294 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5041347.000000 Penalty: 3448.528809
	Iteration 31Q: 3 clusters Score -5041347 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5041405.000000 Penalty: 3448.528809
	Iteration 32Q: 3 clusters Score -5041405 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5041461.000000 Penalty: 3448.528809
	Iteration 33Q: 3 clusters Score -5041461 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5041489.500000 Penalty: 3448.528809
	Iteration 34Q: 3 clusters Score -5041490 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5041516.500000 Penalty: 3448.528809
	Iteration 35Q: 3 clusters Score -5041516 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5041532.000000 Penalty: 3448.528809
	Iteration 36Q: 3 clusters Score -5041532 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5041577.500000 Penalty: 3448.528809
	Iteration 37Q: 3 clusters Score -5041578 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5041603.500000 Penalty: 3448.528809
	Iteration 38Q: 3 clusters Score -5041604 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5041629.000000 Penalty: 3448.528809
	Iteration 39Q: 3 clusters Score -5041629 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5041643.000000 Penalty: 3448.528809
	Iteration 40F: 3 clusters Score -5041643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5041659.000000 Penalty: 3448.528809
	Iteration 41Q: 3 clusters Score -5041659 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5041652.000000 Penalty: 3448.528809
	Iteration 42Q: 3 clusters Score -5041652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5041659.000000 Penalty: 3448.528809
	Iteration 43Q: 3 clusters Score -5041659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5041663.500000 Penalty: 3448.528809
	Iteration 44Q: 3 clusters Score -5041664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5041667.000000 Penalty: 3448.528809
	Iteration 45Q: 3 clusters Score -5041667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5041672.500000 Penalty: 3448.528809
	Iteration 46Q: 3 clusters Score -5041672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5041683.500000 Penalty: 3448.528809
	Iteration 47Q: 3 clusters Score -5041684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5041690.000000 Penalty: 3448.528809
	Iteration 48Q: 3 clusters Score -5041690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5041699.000000 Penalty: 3448.528809
	Iteration 49Q: 3 clusters Score -5041699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5041705.500000 Penalty: 3448.528809
	Iteration 50Q: 3 clusters Score -5041706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5041706.000000 Penalty: 3448.528809
	Iteration 51Q: 3 clusters Score -5041706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5041706.500000 Penalty: 3448.528809
	Iteration 52Q: 3 clusters Score -5041706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5041706.500000 Penalty: 3448.528809
	Iteration 53Q: 3 clusters Score -5041706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5041711.000000 Penalty: 3448.528809
	Iteration 54Q: 3 clusters Score -5041711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5041710.500000 Penalty: 3448.528809
	Iteration 55Q: 3 clusters Score -5041710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5041713.000000 Penalty: 3448.528809
	Iteration 56Q: 3 clusters Score -5041713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5041716.500000 Penalty: 3448.528809
	Iteration 57Q: 3 clusters Score -5041716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5041724.500000 Penalty: 3448.528809
	Iteration 58Q: 3 clusters Score -5041724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5041722.500000 Penalty: 3448.528809
	Iteration 59Q: 3 clusters Score -5041722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5041727.000000 Penalty: 3448.528809
	Iteration 60F: 3 clusters Score -5041727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5041727.500000 Penalty: 3448.528809
	Iteration 61Q: 3 clusters Score -5041728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5041737.500000 Penalty: 3448.528809
	Iteration 62Q: 3 clusters Score -5041738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5041738.500000 Penalty: 3448.528809
	Iteration 63Q: 3 clusters Score -5041738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5041736.000000 Penalty: 3448.528809
	Iteration 64Q: 3 clusters Score -5041736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5041736.000000 Penalty: 3448.528809
	Iteration 65F: 3 clusters Score -5041736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -85524.835938 Penalty: 1065.014160
	Iteration 0F: 2 clusters Score -85524.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84273.078125 Penalty: 2130.028320
	Iteration 0F: 3 clusters Score -84273.08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84463.117188 Penalty: 2130.028320
	Iteration 1F: 3 clusters Score -84463.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84512.257812 Penalty: 2130.028320
	Iteration 2F: 3 clusters Score -84512.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84536.062500 Penalty: 2130.028320
	Iteration 3Q: 3 clusters Score -84536.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84558.523438 Penalty: 2130.028320
	Iteration 4Q: 3 clusters Score -84558.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84576.140625 Penalty: 2130.028320
	Iteration 5Q: 3 clusters Score -84576.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84589.039062 Penalty: 2130.028320
	Iteration 6Q: 3 clusters Score -84589.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84601.468750 Penalty: 2130.028320
	Iteration 7Q: 3 clusters Score -84601.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84619.148438 Penalty: 2130.028320
	Iteration 8Q: 3 clusters Score -84619.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84632.156250 Penalty: 2130.028320
	Iteration 9Q: 3 clusters Score -84632.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84639.164062 Penalty: 2130.028320
	Iteration 10Q: 3 clusters Score -84639.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -84642.945312 Penalty: 2130.028320
	Iteration 11Q: 3 clusters Score -84642.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84644.875000 Penalty: 2130.028320
	Iteration 12Q: 3 clusters Score -84644.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84647.257812 Penalty: 2130.028320
	Iteration 13Q: 3 clusters Score -84647.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84647.257812 Penalty: 2130.028320
	Iteration 14F: 3 clusters Score -84647.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (64467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64467 members 
Entering Unmasked Estep 
Score: -7985521.000000 Penalty: 1799.510132
	Iteration 0F: 2 clusters Score -7985521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -7943653.500000 Penalty: 3599.020264
	Iteration 0F: 3 clusters Score -7943654 nChanged 30450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -7960906.500000 Penalty: 3599.020264
	Iteration 1F: 3 clusters Score -7960906 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -7961475.000000 Penalty: 3599.020264
	Iteration 2Q: 3 clusters Score -7961475 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -7962112.500000 Penalty: 3599.020264
	Iteration 3Q: 3 clusters Score -7962112 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -7962973.500000 Penalty: 3599.020264
	Iteration 4Q: 3 clusters Score -7962974 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -7964337.000000 Penalty: 3599.020264
	Iteration 5Q: 3 clusters Score -7964337 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -7966348.500000 Penalty: 3599.020264
	Iteration 6F: 3 clusters Score -7966348 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -7969463.500000 Penalty: 3599.020264
	Iteration 7F: 3 clusters Score -7969464 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -7972953.500000 Penalty: 3599.020264
	Iteration 8F: 3 clusters Score -7972954 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -7976067.500000 Penalty: 3599.020264
	Iteration 9F: 3 clusters Score -7976068 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -7978381.500000 Penalty: 3599.020264
	Iteration 10Q: 3 clusters Score -7978382 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -7979906.000000 Penalty: 3599.020264
	Iteration 11Q: 3 clusters Score -7979906 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -7980880.000000 Penalty: 3599.020264
	Iteration 12Q: 3 clusters Score -7980880 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -7981574.500000 Penalty: 3599.020264
	Iteration 13Q: 3 clusters Score -7981574 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61702 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -7982098.000000 Penalty: 3599.020264
	Iteration 14Q: 3 clusters Score -7982098 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62284 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7982549.000000 Penalty: 3599.020264
	Iteration 15Q: 3 clusters Score -7982549 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7982904.500000 Penalty: 3599.020264
	Iteration 16Q: 3 clusters Score -7982904 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7983155.000000 Penalty: 3599.020264
	Iteration 17Q: 3 clusters Score -7983155 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7983371.500000 Penalty: 3599.020264
	Iteration 18Q: 3 clusters Score -7983372 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7983520.000000 Penalty: 3599.020264
	Iteration 19Q: 3 clusters Score -7983520 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63603 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7983609.500000 Penalty: 3599.020264
	Iteration 20F: 3 clusters Score -7983610 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63692 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7983679.000000 Penalty: 3599.020264
	Iteration 21Q: 3 clusters Score -7983679 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7983716.000000 Penalty: 3599.020264
	Iteration 22Q: 3 clusters Score -7983716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7983738.500000 Penalty: 3599.020264
	Iteration 23Q: 3 clusters Score -7983738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7983766.000000 Penalty: 3599.020264
	Iteration 24Q: 3 clusters Score -7983766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7983788.000000 Penalty: 3599.020264
	Iteration 25Q: 3 clusters Score -7983788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7983809.000000 Penalty: 3599.020264
	Iteration 26Q: 3 clusters Score -7983809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7983808.500000 Penalty: 3599.020264
	Iteration 27Q: 3 clusters Score -7983808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7983821.000000 Penalty: 3599.020264
	Iteration 28Q: 3 clusters Score -7983821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63943 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7983838.500000 Penalty: 3599.020264
	Iteration 29Q: 3 clusters Score -7983838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7983839.000000 Penalty: 3599.020264
	Iteration 30Q: 3 clusters Score -7983839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63962 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7983849.000000 Penalty: 3599.020264
	Iteration 31Q: 3 clusters Score -7983849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7983853.500000 Penalty: 3599.020264
	Iteration 32Q: 3 clusters Score -7983854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7983854.500000 Penalty: 3599.020264
	Iteration 33Q: 3 clusters Score -7983854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63988 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7983855.500000 Penalty: 3599.020264
	Iteration 34Q: 3 clusters Score -7983856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7983859.000000 Penalty: 3599.020264
	Iteration 35Q: 3 clusters Score -7983859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63992 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7983862.000000 Penalty: 3599.020264
	Iteration 36Q: 3 clusters Score -7983862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7983863.000000 Penalty: 3599.020264
	Iteration 37Q: 3 clusters Score -7983863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7983863.500000 Penalty: 3599.020264
	Iteration 38Q: 3 clusters Score -7983864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7983864.500000 Penalty: 3599.020264
	Iteration 39Q: 3 clusters Score -7983864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7983865.000000 Penalty: 3599.020264
	Iteration 40F: 3 clusters Score -7983865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7983859.500000 Penalty: 3599.020264
	Iteration 41Q: 3 clusters Score -7983860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7983866.500000 Penalty: 3599.020264
	Iteration 42Q: 3 clusters Score -7983866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7983869.500000 Penalty: 3599.020264
	Iteration 43Q: 3 clusters Score -7983870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64008 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7983868.000000 Penalty: 3599.020264
	Iteration 44Q: 3 clusters Score -7983868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64010 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7983870.000000 Penalty: 3599.020264
	Iteration 45Q: 3 clusters Score -7983870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64013 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7983872.000000 Penalty: 3599.020264
	Iteration 46Q: 3 clusters Score -7983872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64017 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7983869.500000 Penalty: 3599.020264
	Iteration 47Q: 3 clusters Score -7983870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7983880.500000 Penalty: 3599.020264
	Iteration 48Q: 3 clusters Score -7983880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7983872.500000 Penalty: 3599.020264
	Iteration 49Q: 3 clusters Score -7983872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7983875.500000 Penalty: 3599.020264
	Iteration 50Q: 3 clusters Score -7983876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64028 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7983878.500000 Penalty: 3599.020264
	Iteration 51Q: 3 clusters Score -7983878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64028 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7983878.500000 Penalty: 3599.020264
	Iteration 52F: 3 clusters Score -7983878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Entering Unmasked Estep 
Score: -6379074.000000 Penalty: 1762.001221
	Iteration 0F: 2 clusters Score -6379074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -6344759.000000 Penalty: 3524.002441
	Iteration 0F: 3 clusters Score -6344759 nChanged 24089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -6358507.500000 Penalty: 3524.002441
	Iteration 1F: 3 clusters Score -6358508 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -6359176.000000 Penalty: 3524.002441
	Iteration 2Q: 3 clusters Score -6359176 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -6360040.500000 Penalty: 3524.002441
	Iteration 3Q: 3 clusters Score -6360040 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -6361235.000000 Penalty: 3524.002441
	Iteration 4Q: 3 clusters Score -6361235 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -6362963.500000 Penalty: 3524.002441
	Iteration 5F: 3 clusters Score -6362964 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -6365321.000000 Penalty: 3524.002441
	Iteration 6F: 3 clusters Score -6365321 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -6367809.000000 Penalty: 3524.002441
	Iteration 7F: 3 clusters Score -6367809 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -6370037.500000 Penalty: 3524.002441
	Iteration 8F: 3 clusters Score -6370038 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -6371359.000000 Penalty: 3524.002441
	Iteration 9Q: 3 clusters Score -6371359 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -6372023.500000 Penalty: 3524.002441
	Iteration 10Q: 3 clusters Score -6372024 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -6372403.500000 Penalty: 3524.002441
	Iteration 11Q: 3 clusters Score -6372404 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -6372723.000000 Penalty: 3524.002441
	Iteration 12Q: 3 clusters Score -6372723 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -6373039.500000 Penalty: 3524.002441
	Iteration 13Q: 3 clusters Score -6373040 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -6373293.000000 Penalty: 3524.002441
	Iteration 14Q: 3 clusters Score -6373293 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -6373662.000000 Penalty: 3524.002441
	Iteration 15Q: 3 clusters Score -6373662 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -6373962.000000 Penalty: 3524.002441
	Iteration 16Q: 3 clusters Score -6373962 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -6374279.000000 Penalty: 3524.002441
	Iteration 17Q: 3 clusters Score -6374279 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -6374544.000000 Penalty: 3524.002441
	Iteration 18Q: 3 clusters Score -6374544 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -6374891.000000 Penalty: 3524.002441
	Iteration 19Q: 3 clusters Score -6374891 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -6375232.000000 Penalty: 3524.002441
	Iteration 20F: 3 clusters Score -6375232 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -6375506.000000 Penalty: 3524.002441
	Iteration 21Q: 3 clusters Score -6375506 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -6375759.000000 Penalty: 3524.002441
	Iteration 22Q: 3 clusters Score -6375759 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -6375981.500000 Penalty: 3524.002441
	Iteration 23Q: 3 clusters Score -6375982 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -6376228.500000 Penalty: 3524.002441
	Iteration 24Q: 3 clusters Score -6376228 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -6376446.000000 Penalty: 3524.002441
	Iteration 25Q: 3 clusters Score -6376446 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -6376668.000000 Penalty: 3524.002441
	Iteration 26Q: 3 clusters Score -6376668 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -6376858.500000 Penalty: 3524.002441
	Iteration 27Q: 3 clusters Score -6376858 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -6377005.000000 Penalty: 3524.002441
	Iteration 28Q: 3 clusters Score -6377005 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -6377096.500000 Penalty: 3524.002441
	Iteration 29Q: 3 clusters Score -6377096 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -6377191.000000 Penalty: 3524.002441
	Iteration 30Q: 3 clusters Score -6377191 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -6377275.500000 Penalty: 3524.002441
	Iteration 31Q: 3 clusters Score -6377276 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -6377322.500000 Penalty: 3524.002441
	Iteration 32Q: 3 clusters Score -6377322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -6377352.500000 Penalty: 3524.002441
	Iteration 33Q: 3 clusters Score -6377352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -6377389.000000 Penalty: 3524.002441
	Iteration 34Q: 3 clusters Score -6377389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -6377394.500000 Penalty: 3524.002441
	Iteration 35Q: 3 clusters Score -6377394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -6377416.500000 Penalty: 3524.002441
	Iteration 36Q: 3 clusters Score -6377416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -6377449.500000 Penalty: 3524.002441
	Iteration 37Q: 3 clusters Score -6377450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -6377473.500000 Penalty: 3524.002441
	Iteration 38Q: 3 clusters Score -6377474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -6377478.500000 Penalty: 3524.002441
	Iteration 39Q: 3 clusters Score -6377478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -6377498.500000 Penalty: 3524.002441
	Iteration 40F: 3 clusters Score -6377498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -6377514.000000 Penalty: 3524.002441
	Iteration 41Q: 3 clusters Score -6377514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -6377520.000000 Penalty: 3524.002441
	Iteration 42Q: 3 clusters Score -6377520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -6377529.000000 Penalty: 3524.002441
	Iteration 43Q: 3 clusters Score -6377529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -6377532.000000 Penalty: 3524.002441
	Iteration 44Q: 3 clusters Score -6377532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -6377526.000000 Penalty: 3524.002441
	Iteration 45Q: 3 clusters Score -6377526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -6377531.000000 Penalty: 3524.002441
	Iteration 46Q: 3 clusters Score -6377531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -6377533.000000 Penalty: 3524.002441
	Iteration 47Q: 3 clusters Score -6377533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -6377535.500000 Penalty: 3524.002441
	Iteration 48Q: 3 clusters Score -6377536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -6377535.500000 Penalty: 3524.002441
	Iteration 49F: 3 clusters Score -6377536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56095.136719 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56095.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55130.890625 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55130.89 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55244.929688 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55244.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55284.847656 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55284.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55294.144531 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55294.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55294.144531 Penalty: 1890.561035
	Iteration 4F: 3 clusters Score -55294.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (54572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Entering Unmasked Estep 
Score: -6800477.500000 Penalty: 1772.432373
	Iteration 0F: 2 clusters Score -6800478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -6764138.000000 Penalty: 3544.864746
	Iteration 0F: 3 clusters Score -6764138 nChanged 25700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -6778906.500000 Penalty: 3544.864746
	Iteration 1F: 3 clusters Score -6778906 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -6779535.000000 Penalty: 3544.864746
	Iteration 2Q: 3 clusters Score -6779535 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6780102 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6780976 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -6782310 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -6784347.000000 Penalty: 3544.864746
	Iteration 6F: 3 clusters Score -6784347 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -6786905.000000 Penalty: 3544.864746
	Iteration 7F: 3 clusters Score -6786905 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -6789414.000000 Penalty: 3544.864746
	Iteration 8F: 3 clusters Score -6789414 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -6791282.500000 Penalty: 3544.864746
	Iteration 9F: 3 clusters Score -6791282 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -6792380.000000 Penalty: 3544.864746
	Iteration 10Q: 3 clusters Score -6792380 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -6793086.500000 Penalty: 3544.864746
	Iteration 11Q: 3 clusters Score -6793086 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -6793690.000000 Penalty: 3544.864746
	Iteration 12Q: 3 clusters Score -6793690 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -6794309.500000 Penalty: 3544.864746
	Iteration 13Q: 3 clusters Score -6794310 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -6794836.500000 Penalty: 3544.864746
	Iteration 14Q: 3 clusters Score -6794836 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -6795341.500000 Penalty: 3544.864746
	Iteration 15Q: 3 clusters Score -6795342 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -6795822.000000 Penalty: 3544.864746
	Iteration 16Q: 3 clusters Score -6795822 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -6796270.000000 Penalty: 3544.864746
	Iteration 17Q: 3 clusters Score -6796270 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6796670 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -6797007.500000 Penalty: 3544.864746
	Iteration 19Q: 3 clusters Score -6797008 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -6797316.000000 Penalty: 3544.864746
	Iteration 20F: 3 clusters Score -6797316 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -6797587.500000 Penalty: 3544.864746
	Iteration 21Q: 3 clusters Score -6797588 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -6797833.500000 Penalty: 3544.864746
	Iteration 22Q: 3 clusters Score -6797834 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -6798008.500000 Penalty: 3544.864746
	Iteration 23Q: 3 clusters Score -6798008 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -6798195.500000 Penalty: 3544.864746
	Iteration 24Q: 3 clusters Score -6798196 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -6798372.500000 Penalty: 3544.864746
	Iteration 25Q: 3 clusters Score -6798372 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -6798534.500000 Penalty: 3544.864746
	Iteration 26Q: 3 clusters Score -6798534 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6798690 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6798821 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6798944 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6799037.000000 Penalty: 3544.864746
	Iteration 30Q: 3 clusters Score -6799037 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -6799119.000000 Penalty: 3544.864746
	Iteration 31Q: 3 clusters Score -6799119 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6799204 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6799252 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6799274 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6799299 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6799326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6799350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6799379 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6799384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6799378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6799390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6799397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6799400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6799399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6799405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6799408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6799410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6799413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6799415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6799414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53788 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6799419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6799415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6799415.000000 Penalty: 3544.864746
	Iteration 53F: 3 clusters Score -6799415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 71528 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 30406 members 
Mstep: Class 5 contains 6339 members 
Mstep: Class 6 contains 34896 members 
Mstep: Class 7 contains 69319 members 
Mstep: Class 8 contains 73802 members 
Mstep: Class 9 contains 76073 members 
Mstep: Class 10 contains 43827 members 
Mstep: Class 11 contains 40573 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64467 members 
Mstep: Class 19 contains 51179 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54572 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 319Q: 17 clusters Score -7.558736e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 2483 members 
Mstep: Class 4 contains 30450 members 
Mstep: Class 5 contains 6341 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 69313 members 
Mstep: Class 8 contains 73759 members 
Mstep: Class 9 contains 76061 members 
Mstep: Class 10 contains 43834 members 
Mstep: Class 11 contains 40581 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64476 members 
Mstep: Class 19 contains 51223 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54609 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 320F: 17 clusters Score -7.558738e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 71319 members 
Mstep: Class 2 contains 766 members 
Mstep: Class 3 contains 2499 members 
Mstep: Class 4 contains 30485 members 
Mstep: Class 5 contains 6343 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 69310 members 
Mstep: Class 8 contains 73727 members 
Mstep: Class 9 contains 76051 members 
Mstep: Class 10 contains 43845 members 
Mstep: Class 11 contains 40582 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64485 members 
Mstep: Class 19 contains 51265 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54636 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 321Q: 17 clusters Score -7.558742e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 71240 members 
Mstep: Class 2 contains 766 members 
Mstep: Class 3 contains 2514 members 
Mstep: Class 4 contains 30512 members 
Mstep: Class 5 contains 6344 members 
Mstep: Class 6 contains 34923 members 
Mstep: Class 7 contains 69299 members 
Mstep: Class 8 contains 73680 members 
Mstep: Class 9 contains 76044 members 
Mstep: Class 10 contains 43848 members 
Mstep: Class 11 contains 40592 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64491 members 
Mstep: Class 19 contains 51303 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54662 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 322Q: 17 clusters Score -7.558734e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 30540 members 
Mstep: Class 5 contains 6347 members 
Mstep: Class 6 contains 34930 members 
Mstep: Class 7 contains 69284 members 
Mstep: Class 8 contains 73629 members 
Mstep: Class 9 contains 76057 members 
Mstep: Class 10 contains 43848 members 
Mstep: Class 11 contains 40589 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64489 members 
Mstep: Class 19 contains 51348 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54692 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 323Q: 17 clusters Score -7.558727e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 764 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 30570 members 
Mstep: Class 5 contains 6348 members 
Mstep: Class 6 contains 34936 members 
Mstep: Class 7 contains 69277 members 
Mstep: Class 8 contains 73590 members 
Mstep: Class 9 contains 76059 members 
Mstep: Class 10 contains 43860 members 
Mstep: Class 11 contains 40588 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64497 members 
Mstep: Class 19 contains 51371 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54736 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 324Q: 17 clusters Score -7.558727e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70994 members 
Mstep: Class 2 contains 764 members 
Mstep: Class 3 contains 2565 members 
Mstep: Class 4 contains 30601 members 
Mstep: Class 5 contains 6348 members 
Mstep: Class 6 contains 34957 members 
Mstep: Class 7 contains 69261 members 
Mstep: Class 8 contains 73549 members 
Mstep: Class 9 contains 76052 members 
Mstep: Class 10 contains 43883 members 
Mstep: Class 11 contains 40579 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64489 members 
Mstep: Class 19 contains 51402 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54774 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 325Q: 17 clusters Score -7.558728e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 763 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 30624 members 
Mstep: Class 5 contains 6352 members 
Mstep: Class 6 contains 35000 members 
Mstep: Class 7 contains 69242 members 
Mstep: Class 8 contains 73493 members 
Mstep: Class 9 contains 76047 members 
Mstep: Class 10 contains 43893 members 
Mstep: Class 11 contains 40578 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64496 members 
Mstep: Class 19 contains 51433 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54815 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 326Q: 17 clusters Score -7.558732e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 763 members 
Mstep: Class 3 contains 2591 members 
Mstep: Class 4 contains 30642 members 
Mstep: Class 5 contains 6355 members 
Mstep: Class 6 contains 35035 members 
Mstep: Class 7 contains 69230 members 
Mstep: Class 8 contains 73452 members 
Mstep: Class 9 contains 76033 members 
Mstep: Class 10 contains 43909 members 
Mstep: Class 11 contains 40578 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64513 members 
Mstep: Class 19 contains 51469 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54845 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 327Q: 17 clusters Score -7.558733e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2606 members 
Mstep: Class 4 contains 30669 members 
Mstep: Class 5 contains 6357 members 
Mstep: Class 6 contains 35064 members 
Mstep: Class 7 contains 69227 members 
Mstep: Class 8 contains 73421 members 
Mstep: Class 9 contains 76028 members 
Mstep: Class 10 contains 43932 members 
Mstep: Class 11 contains 40565 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64512 members 
Mstep: Class 19 contains 51488 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54871 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 328Q: 17 clusters Score -7.558739e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70633 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2628 members 
Mstep: Class 4 contains 30699 members 
Mstep: Class 5 contains 6357 members 
Mstep: Class 6 contains 35094 members 
Mstep: Class 7 contains 69224 members 
Mstep: Class 8 contains 73388 members 
Mstep: Class 9 contains 76034 members 
Mstep: Class 10 contains 43939 members 
Mstep: Class 11 contains 40561 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64513 members 
Mstep: Class 19 contains 51506 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54881 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 329Q: 17 clusters Score -7.558724e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70581 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2643 members 
Mstep: Class 4 contains 30725 members 
Mstep: Class 5 contains 6356 members 
Mstep: Class 6 contains 35117 members 
Mstep: Class 7 contains 69216 members 
Mstep: Class 8 contains 73378 members 
Mstep: Class 9 contains 76038 members 
Mstep: Class 10 contains 43943 members 
Mstep: Class 11 contains 40550 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64493 members 
Mstep: Class 19 contains 51526 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54892 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 330Q: 17 clusters Score -7.558716e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70516 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2656 members 
Mstep: Class 4 contains 30748 members 
Mstep: Class 5 contains 6359 members 
Mstep: Class 6 contains 35134 members 
Mstep: Class 7 contains 69219 members 
Mstep: Class 8 contains 73381 members 
Mstep: Class 9 contains 76042 members 
Mstep: Class 10 contains 43947 members 
Mstep: Class 11 contains 40524 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64478 members 
Mstep: Class 19 contains 51552 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54901 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 331Q: 17 clusters Score -7.558723e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70475 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2665 members 
Mstep: Class 4 contains 30778 members 
Mstep: Class 5 contains 6360 members 
Mstep: Class 6 contains 35139 members 
Mstep: Class 7 contains 69214 members 
Mstep: Class 8 contains 73380 members 
Mstep: Class 9 contains 76051 members 
Mstep: Class 10 contains 43942 members 
Mstep: Class 11 contains 40497 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64464 members 
Mstep: Class 19 contains 51577 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54915 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 332Q: 17 clusters Score -7.558709e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2672 members 
Mstep: Class 4 contains 30803 members 
Mstep: Class 5 contains 6361 members 
Mstep: Class 6 contains 35144 members 
Mstep: Class 7 contains 69217 members 
Mstep: Class 8 contains 73393 members 
Mstep: Class 9 contains 76060 members 
Mstep: Class 10 contains 43950 members 
Mstep: Class 11 contains 40476 members 
Mstep: Class 12 contains 702 members 
Mstep: Class 18 contains 64465 members 
Mstep: Class 19 contains 51591 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586960.000000 Penalty: 34682.753906
Iteration 333Q: 17 clusters Score -7.558696e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 30835 members 
Mstep: Class 5 contains 6361 members 
Mstep: Class 6 contains 35149 members 
Mstep: Class 7 contains 69215 members 
Mstep: Class 8 contains 73390 members 
Mstep: Class 9 contains 76069 members 
Mstep: Class 10 contains 43953 members 
Mstep: Class 11 contains 40469 members 
Mstep: Class 12 contains 701 members 
Mstep: Class 18 contains 64474 members 
Mstep: Class 19 contains 51606 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586936.000000 Penalty: 34682.753906
Iteration 334Q: 17 clusters Score -7.558694e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 30863 members 
Mstep: Class 5 contains 6364 members 
Mstep: Class 6 contains 35156 members 
Mstep: Class 7 contains 69225 members 
Mstep: Class 8 contains 73347 members 
Mstep: Class 9 contains 76061 members 
Mstep: Class 10 contains 43958 members 
Mstep: Class 11 contains 40477 members 
Mstep: Class 12 contains 701 members 
Mstep: Class 18 contains 64501 members 
Mstep: Class 19 contains 51621 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75587008.000000 Penalty: 34682.753906
Iteration 335Q: 17 clusters Score -7.558701e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70239 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2727 members 
Mstep: Class 4 contains 30895 members 
Mstep: Class 5 contains 6365 members 
Mstep: Class 6 contains 35159 members 
Mstep: Class 7 contains 69221 members 
Mstep: Class 8 contains 73327 members 
Mstep: Class 9 contains 76064 members 
Mstep: Class 10 contains 43966 members 
Mstep: Class 11 contains 40464 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 18 contains 64490 members 
Mstep: Class 19 contains 51645 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586984.000000 Penalty: 34682.753906
Iteration 336Q: 17 clusters Score -7.558698e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2737 members 
Mstep: Class 4 contains 30919 members 
Mstep: Class 5 contains 6366 members 
Mstep: Class 6 contains 35170 members 
Mstep: Class 7 contains 69222 members 
Mstep: Class 8 contains 73306 members 
Mstep: Class 9 contains 76063 members 
Mstep: Class 10 contains 43971 members 
Mstep: Class 11 contains 40463 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 64499 members 
Mstep: Class 19 contains 51661 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586984.000000 Penalty: 34682.753906
Iteration 337Q: 17 clusters Score -7.558698e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70115 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 30936 members 
Mstep: Class 5 contains 6365 members 
Mstep: Class 6 contains 35191 members 
Mstep: Class 7 contains 69221 members 
Mstep: Class 8 contains 73296 members 
Mstep: Class 9 contains 76066 members 
Mstep: Class 10 contains 43981 members 
Mstep: Class 11 contains 40459 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 64489 members 
Mstep: Class 19 contains 51676 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586872.000000 Penalty: 34682.753906
Iteration 338Q: 17 clusters Score -7.558687e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70040 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2752 members 
Mstep: Class 4 contains 30961 members 
Mstep: Class 5 contains 6366 members 
Mstep: Class 6 contains 35204 members 
Mstep: Class 7 contains 69218 members 
Mstep: Class 8 contains 73288 members 
Mstep: Class 9 contains 76077 members 
Mstep: Class 10 contains 43987 members 
Mstep: Class 11 contains 40465 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64493 members 
Mstep: Class 19 contains 51680 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586928.000000 Penalty: 34682.753906
Iteration 339Q: 17 clusters Score -7.558693e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2754 members 
Mstep: Class 4 contains 30986 members 
Mstep: Class 5 contains 6369 members 
Mstep: Class 6 contains 35216 members 
Mstep: Class 7 contains 69213 members 
Mstep: Class 8 contains 73258 members 
Mstep: Class 9 contains 76087 members 
Mstep: Class 10 contains 43996 members 
Mstep: Class 11 contains 40461 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64516 members 
Mstep: Class 19 contains 51689 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586896.000000 Penalty: 34682.753906
Iteration 340F: 17 clusters Score -7.55869e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 31013 members 
Mstep: Class 5 contains 6372 members 
Mstep: Class 6 contains 35238 members 
Mstep: Class 7 contains 69200 members 
Mstep: Class 8 contains 73258 members 
Mstep: Class 9 contains 76094 members 
Mstep: Class 10 contains 44004 members 
Mstep: Class 11 contains 40444 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64536 members 
Mstep: Class 19 contains 51699 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586952.000000 Penalty: 34682.753906
Iteration 341Q: 17 clusters Score -7.558695e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 31051 members 
Mstep: Class 5 contains 6374 members 
Mstep: Class 6 contains 35256 members 
Mstep: Class 7 contains 69194 members 
Mstep: Class 8 contains 73225 members 
Mstep: Class 9 contains 76102 members 
Mstep: Class 10 contains 44001 members 
Mstep: Class 11 contains 40430 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64562 members 
Mstep: Class 19 contains 51715 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586976.000000 Penalty: 34682.753906
Iteration 342Q: 17 clusters Score -7.558698e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69756 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2763 members 
Mstep: Class 4 contains 31072 members 
Mstep: Class 5 contains 6377 members 
Mstep: Class 6 contains 35262 members 
Mstep: Class 7 contains 69189 members 
Mstep: Class 8 contains 73205 members 
Mstep: Class 9 contains 76114 members 
Mstep: Class 10 contains 43996 members 
Mstep: Class 11 contains 40419 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64582 members 
Mstep: Class 19 contains 51733 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 54998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586888.000000 Penalty: 34682.753906
Iteration 343Q: 17 clusters Score -7.558689e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2770 members 
Mstep: Class 4 contains 31117 members 
Mstep: Class 5 contains 6380 members 
Mstep: Class 6 contains 35283 members 
Mstep: Class 7 contains 69180 members 
Mstep: Class 8 contains 73145 members 
Mstep: Class 9 contains 76121 members 
Mstep: Class 10 contains 43995 members 
Mstep: Class 11 contains 40415 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64603 members 
Mstep: Class 19 contains 51746 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586872.000000 Penalty: 34682.753906
Iteration 344Q: 17 clusters Score -7.558687e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69636 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2774 members 
Mstep: Class 4 contains 31160 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 35293 members 
Mstep: Class 7 contains 69186 members 
Mstep: Class 8 contains 73089 members 
Mstep: Class 9 contains 76126 members 
Mstep: Class 10 contains 43992 members 
Mstep: Class 11 contains 40412 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64622 members 
Mstep: Class 19 contains 51755 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586840.000000 Penalty: 34682.753906
Iteration 345Q: 17 clusters Score -7.558684e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69593 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2777 members 
Mstep: Class 4 contains 31191 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 35304 members 
Mstep: Class 7 contains 69186 members 
Mstep: Class 8 contains 73046 members 
Mstep: Class 9 contains 76133 members 
Mstep: Class 10 contains 43983 members 
Mstep: Class 11 contains 40411 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64655 members 
Mstep: Class 19 contains 51758 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586904.000000 Penalty: 34682.753906
Iteration 346Q: 17 clusters Score -7.55869e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69591 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2778 members 
Mstep: Class 4 contains 31213 members 
Mstep: Class 5 contains 6385 members 
Mstep: Class 6 contains 35310 members 
Mstep: Class 7 contains 69186 members 
Mstep: Class 8 contains 72994 members 
Mstep: Class 9 contains 76131 members 
Mstep: Class 10 contains 43978 members 
Mstep: Class 11 contains 40406 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 18 contains 64675 members 
Mstep: Class 19 contains 51769 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586808.000000 Penalty: 34682.753906
Iteration 347Q: 17 clusters Score -7.558681e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69593 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2779 members 
Mstep: Class 4 contains 31232 members 
Mstep: Class 5 contains 6385 members 
Mstep: Class 6 contains 35315 members 
Mstep: Class 7 contains 69188 members 
Mstep: Class 8 contains 72944 members 
Mstep: Class 9 contains 76137 members 
Mstep: Class 10 contains 43973 members 
Mstep: Class 11 contains 40398 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 18 contains 64689 members 
Mstep: Class 19 contains 51782 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586744.000000 Penalty: 34682.753906
Iteration 348Q: 17 clusters Score -7.558674e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69598 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2779 members 
Mstep: Class 4 contains 31253 members 
Mstep: Class 5 contains 6389 members 
Mstep: Class 6 contains 35312 members 
Mstep: Class 7 contains 69188 members 
Mstep: Class 8 contains 72897 members 
Mstep: Class 9 contains 76134 members 
Mstep: Class 10 contains 43973 members 
Mstep: Class 11 contains 40390 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 18 contains 64704 members 
Mstep: Class 19 contains 51795 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586816.000000 Penalty: 34682.753906
Iteration 349Q: 17 clusters Score -7.558682e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2783 members 
Mstep: Class 4 contains 31277 members 
Mstep: Class 5 contains 6390 members 
Mstep: Class 6 contains 35311 members 
Mstep: Class 7 contains 69188 members 
Mstep: Class 8 contains 72859 members 
Mstep: Class 9 contains 76129 members 
Mstep: Class 10 contains 43967 members 
Mstep: Class 11 contains 40383 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 18 contains 64713 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586712.000000 Penalty: 34682.753906
Iteration 350Q: 17 clusters Score -7.558671e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69627 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 2785 members 
Mstep: Class 4 contains 31312 members 
Mstep: Class 5 contains 6392 members 
Mstep: Class 6 contains 35318 members 
Mstep: Class 7 contains 69184 members 
Mstep: Class 8 contains 72824 members 
Mstep: Class 9 contains 76122 members 
Mstep: Class 10 contains 43957 members 
Mstep: Class 11 contains 40385 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 18 contains 64707 members 
Mstep: Class 19 contains 51799 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586752.000000 Penalty: 34682.753906
Iteration 351Q: 17 clusters Score -7.558675e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 31345 members 
Mstep: Class 5 contains 6392 members 
Mstep: Class 6 contains 35321 members 
Mstep: Class 7 contains 69173 members 
Mstep: Class 8 contains 72778 members 
Mstep: Class 9 contains 76109 members 
Mstep: Class 10 contains 43948 members 
Mstep: Class 11 contains 40378 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 18 contains 64712 members 
Mstep: Class 19 contains 51801 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586624.000000 Penalty: 34682.753906
Iteration 352Q: 17 clusters Score -7.558662e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2793 members 
Mstep: Class 4 contains 31379 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 35329 members 
Mstep: Class 7 contains 69160 members 
Mstep: Class 8 contains 72731 members 
Mstep: Class 9 contains 76100 members 
Mstep: Class 10 contains 43934 members 
Mstep: Class 11 contains 40370 members 
Mstep: Class 12 contains 693 members 
Mstep: Class 18 contains 64718 members 
Mstep: Class 19 contains 51804 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586440.000000 Penalty: 34682.753906
Iteration 353Q: 17 clusters Score -7.558644e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69672 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 31411 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 35328 members 
Mstep: Class 7 contains 69154 members 
Mstep: Class 8 contains 72697 members 
Mstep: Class 9 contains 76098 members 
Mstep: Class 10 contains 43926 members 
Mstep: Class 11 contains 40360 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64724 members 
Mstep: Class 19 contains 51812 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586448.000000 Penalty: 34682.753906
Iteration 354Q: 17 clusters Score -7.558645e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 31431 members 
Mstep: Class 5 contains 6404 members 
Mstep: Class 6 contains 35332 members 
Mstep: Class 7 contains 69133 members 
Mstep: Class 8 contains 72695 members 
Mstep: Class 9 contains 76095 members 
Mstep: Class 10 contains 43919 members 
Mstep: Class 11 contains 40344 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64723 members 
Mstep: Class 19 contains 51817 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586424.000000 Penalty: 34682.753906
Iteration 355Q: 17 clusters Score -7.558642e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 31450 members 
Mstep: Class 5 contains 6407 members 
Mstep: Class 6 contains 35331 members 
Mstep: Class 7 contains 69122 members 
Mstep: Class 8 contains 72720 members 
Mstep: Class 9 contains 76089 members 
Mstep: Class 10 contains 43911 members 
Mstep: Class 11 contains 40332 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64717 members 
Mstep: Class 19 contains 51807 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586440.000000 Penalty: 34682.753906
Iteration 356Q: 17 clusters Score -7.558644e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69650 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 31478 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 35329 members 
Mstep: Class 7 contains 69114 members 
Mstep: Class 8 contains 72735 members 
Mstep: Class 9 contains 76085 members 
Mstep: Class 10 contains 43910 members 
Mstep: Class 11 contains 40321 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64725 members 
Mstep: Class 19 contains 51794 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586352.000000 Penalty: 34682.753906
Iteration 357Q: 17 clusters Score -7.558635e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 31500 members 
Mstep: Class 5 contains 6413 members 
Mstep: Class 6 contains 35328 members 
Mstep: Class 7 contains 69112 members 
Mstep: Class 8 contains 72710 members 
Mstep: Class 9 contains 76079 members 
Mstep: Class 10 contains 43903 members 
Mstep: Class 11 contains 40312 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64732 members 
Mstep: Class 19 contains 51794 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586464.000000 Penalty: 34682.753906
Iteration 358Q: 17 clusters Score -7.558646e+07 nChanged 423
Entering ConstructFrom: 
Score: -75586464.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (69660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Entering Unmasked Estep 
Score: -8672104.000000 Penalty: 1812.099487
	Iteration 0F: 2 clusters Score -8672104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -8626666.000000 Penalty: 3624.198975
	Iteration 0F: 3 clusters Score -8626666 nChanged 33195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -8645723.000000 Penalty: 3624.198975
	Iteration 1F: 3 clusters Score -8645723 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -8646108.000000 Penalty: 3624.198975
	Iteration 2Q: 3 clusters Score -8646108 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -8646586.000000 Penalty: 3624.198975
	Iteration 3Q: 3 clusters Score -8646586 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -8647232.000000 Penalty: 3624.198975
	Iteration 4Q: 3 clusters Score -8647232 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -8648476.000000 Penalty: 3624.198975
	Iteration 5Q: 3 clusters Score -8648476 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -8650566.000000 Penalty: 3624.198975
	Iteration 6F: 3 clusters Score -8650566 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -8654299.000000 Penalty: 3624.198975
	Iteration 7F: 3 clusters Score -8654299 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -8659455.000000 Penalty: 3624.198975
	Iteration 8F: 3 clusters Score -8659455 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
Score: -8664548.000000 Penalty: 3624.198975
	Iteration 9F: 3 clusters Score -8664548 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 66829 members 
Entering Unmasked Estep 
Score: -8667862.000000 Penalty: 3624.198975
	Iteration 10F: 3 clusters Score -8667862 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
Score: -8669443.000000 Penalty: 3624.198975
	Iteration 11Q: 3 clusters Score -8669443 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 69098 members 
Entering Unmasked Estep 
Score: -8670026.000000 Penalty: 3624.198975
	Iteration 12Q: 3 clusters Score -8670026 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -8670250.000000 Penalty: 3624.198975
	Iteration 13Q: 3 clusters Score -8670250 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 69400 members 
Entering Unmasked Estep 
Score: -8670384.000000 Penalty: 3624.198975
	Iteration 14Q: 3 clusters Score -8670384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 69439 members 
Entering Unmasked Estep 
Score: -8670424.000000 Penalty: 3624.198975
	Iteration 15Q: 3 clusters Score -8670424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
Score: -8670463.000000 Penalty: 3624.198975
	Iteration 16Q: 3 clusters Score -8670463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 69474 members 
Entering Unmasked Estep 
Score: -8670480.000000 Penalty: 3624.198975
	Iteration 17Q: 3 clusters Score -8670480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -8670489.000000 Penalty: 3624.198975
	Iteration 18Q: 3 clusters Score -8670489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 69479 members 
Entering Unmasked Estep 
Score: -8670491.000000 Penalty: 3624.198975
	Iteration 19Q: 3 clusters Score -8670491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 69481 members 
Entering Unmasked Estep 
Score: -8670498.000000 Penalty: 3624.198975
	Iteration 20F: 3 clusters Score -8670498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 69486 members 
Entering Unmasked Estep 
Score: -8670501.000000 Penalty: 3624.198975
	Iteration 21Q: 3 clusters Score -8670501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -8670510.000000 Penalty: 3624.198975
	Iteration 22Q: 3 clusters Score -8670510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -8670510.000000 Penalty: 3624.198975
	Iteration 23Q: 3 clusters Score -8670510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -8670520.000000 Penalty: 3624.198975
	Iteration 24Q: 3 clusters Score -8670520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -8670522.000000 Penalty: 3624.198975
	Iteration 25Q: 3 clusters Score -8670522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -8670526.000000 Penalty: 3624.198975
	Iteration 26Q: 3 clusters Score -8670526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -8670530.000000 Penalty: 3624.198975
	Iteration 27Q: 3 clusters Score -8670530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -8670533.000000 Penalty: 3624.198975
	Iteration 28Q: 3 clusters Score -8670533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -8670533.000000 Penalty: 3624.198975
	Iteration 29F: 3 clusters Score -8670533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -82718.445312 Penalty: 1077.700317
	Iteration 0F: 2 clusters Score -82718.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -81482.070312 Penalty: 2155.400635
	Iteration 0F: 3 clusters Score -81482.07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81683.429688 Penalty: 2155.400635
	Iteration 1F: 3 clusters Score -81683.43 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81752.531250 Penalty: 2155.400635
	Iteration 2F: 3 clusters Score -81752.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -81787.671875 Penalty: 2155.400635
	Iteration 3Q: 3 clusters Score -81787.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -81805.906250 Penalty: 2155.400635
	Iteration 4Q: 3 clusters Score -81805.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -81832.984375 Penalty: 2155.400635
	Iteration 5Q: 3 clusters Score -81832.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -81849.968750 Penalty: 2155.400635
	Iteration 6Q: 3 clusters Score -81849.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -81872.218750 Penalty: 2155.400635
	Iteration 7Q: 3 clusters Score -81872.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81891.687500 Penalty: 2155.400635
	Iteration 8Q: 3 clusters Score -81891.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -81902.757812 Penalty: 2155.400635
	Iteration 9Q: 3 clusters Score -81902.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81919.218750 Penalty: 2155.400635
	Iteration 10Q: 3 clusters Score -81919.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -81938.203125 Penalty: 2155.400635
	Iteration 11Q: 3 clusters Score -81938.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81953.093750 Penalty: 2155.400635
	Iteration 12Q: 3 clusters Score -81953.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81959.187500 Penalty: 2155.400635
	Iteration 13Q: 3 clusters Score -81959.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -81965.257812 Penalty: 2155.400635
	Iteration 14Q: 3 clusters Score -81965.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81968.984375 Penalty: 2155.400635
	Iteration 15Q: 3 clusters Score -81968.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81971.250000 Penalty: 2155.400635
	Iteration 16Q: 3 clusters Score -81971.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81973.046875 Penalty: 2155.400635
	Iteration 17Q: 3 clusters Score -81973.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81973.046875 Penalty: 2155.400635
	Iteration 18F: 3 clusters Score -81973.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Entering Unmasked Estep 
Score: -346751.687500 Penalty: 1290.402710
	Iteration 0F: 2 clusters Score -346751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -344190.656250 Penalty: 2580.805420
	Iteration 0F: 3 clusters Score -344190.7 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -344764.625000 Penalty: 2580.805420
	Iteration 1F: 3 clusters Score -344764.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -344869.343750 Penalty: 2580.805420
	Iteration 2F: 3 clusters Score -344869.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -344922.531250 Penalty: 2580.805420
	Iteration 3Q: 3 clusters Score -344922.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -344968.125000 Penalty: 2580.805420
	Iteration 4Q: 3 clusters Score -344968.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -344999.187500 Penalty: 2580.805420
	Iteration 5Q: 3 clusters Score -344999.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -345022.187500 Penalty: 2580.805420
	Iteration 6Q: 3 clusters Score -345022.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -345039.750000 Penalty: 2580.805420
	Iteration 7Q: 3 clusters Score -345039.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -345051.187500 Penalty: 2580.805420
	Iteration 8Q: 3 clusters Score -345051.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -345063.937500 Penalty: 2580.805420
	Iteration 9Q: 3 clusters Score -345063.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -345078.906250 Penalty: 2580.805420
	Iteration 10Q: 3 clusters Score -345078.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -345095.093750 Penalty: 2580.805420
	Iteration 11Q: 3 clusters Score -345095.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -345111.468750 Penalty: 2580.805420
	Iteration 12Q: 3 clusters Score -345111.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -345134.281250 Penalty: 2580.805420
	Iteration 13Q: 3 clusters Score -345134.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -345156.062500 Penalty: 2580.805420
	Iteration 14Q: 3 clusters Score -345156.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -345174.031250 Penalty: 2580.805420
	Iteration 15Q: 3 clusters Score -345174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -345190.718750 Penalty: 2580.805420
	Iteration 16Q: 3 clusters Score -345190.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -345205.843750 Penalty: 2580.805420
	Iteration 17Q: 3 clusters Score -345205.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -345219.218750 Penalty: 2580.805420
	Iteration 18Q: 3 clusters Score -345219.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -345234.750000 Penalty: 2580.805420
	Iteration 19Q: 3 clusters Score -345234.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -345256.718750 Penalty: 2580.805420
	Iteration 20F: 3 clusters Score -345256.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -345278.937500 Penalty: 2580.805420
	Iteration 21Q: 3 clusters Score -345278.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -345299.812500 Penalty: 2580.805420
	Iteration 22Q: 3 clusters Score -345299.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -345320.156250 Penalty: 2580.805420
	Iteration 23Q: 3 clusters Score -345320.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -345338.937500 Penalty: 2580.805420
	Iteration 24Q: 3 clusters Score -345338.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -345349.937500 Penalty: 2580.805420
	Iteration 25Q: 3 clusters Score -345349.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -345360.531250 Penalty: 2580.805420
	Iteration 26Q: 3 clusters Score -345360.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -345371.187500 Penalty: 2580.805420
	Iteration 27Q: 3 clusters Score -345371.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -345384.218750 Penalty: 2580.805420
	Iteration 28Q: 3 clusters Score -345384.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -345399.218750 Penalty: 2580.805420
	Iteration 29Q: 3 clusters Score -345399.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -345415.187500 Penalty: 2580.805420
	Iteration 30Q: 3 clusters Score -345415.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -345433.437500 Penalty: 2580.805420
	Iteration 31Q: 3 clusters Score -345433.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -345455.812500 Penalty: 2580.805420
	Iteration 32Q: 3 clusters Score -345455.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -345474.062500 Penalty: 2580.805420
	Iteration 33Q: 3 clusters Score -345474.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -345494.375000 Penalty: 2580.805420
	Iteration 34Q: 3 clusters Score -345494.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -345508.937500 Penalty: 2580.805420
	Iteration 35Q: 3 clusters Score -345508.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -345521.406250 Penalty: 2580.805420
	Iteration 36Q: 3 clusters Score -345521.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -345532.750000 Penalty: 2580.805420
	Iteration 37Q: 3 clusters Score -345532.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -345541.468750 Penalty: 2580.805420
	Iteration 38Q: 3 clusters Score -345541.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -345552.875000 Penalty: 2580.805420
	Iteration 39Q: 3 clusters Score -345552.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -345569.593750 Penalty: 2580.805420
	Iteration 40F: 3 clusters Score -345569.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -345581.968750 Penalty: 2580.805420
	Iteration 41Q: 3 clusters Score -345582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -345587.437500 Penalty: 2580.805420
	Iteration 42Q: 3 clusters Score -345587.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -345594.500000 Penalty: 2580.805420
	Iteration 43Q: 3 clusters Score -345594.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -345595.406250 Penalty: 2580.805420
	Iteration 44Q: 3 clusters Score -345595.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -345597.187500 Penalty: 2580.805420
	Iteration 45Q: 3 clusters Score -345597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -345599.031250 Penalty: 2580.805420
	Iteration 46Q: 3 clusters Score -345599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -345600.218750 Penalty: 2580.805420
	Iteration 47Q: 3 clusters Score -345600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -345601.875000 Penalty: 2580.805420
	Iteration 48Q: 3 clusters Score -345601.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -345601.875000 Penalty: 2580.805420
	Iteration 49F: 3 clusters Score -345601.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Entering Unmasked Estep 
Score: -3814049.500000 Penalty: 1683.236328
	Iteration 0F: 2 clusters Score -3814050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3792815.750000 Penalty: 3366.472656
	Iteration 0F: 3 clusters Score -3792816 nChanged 14538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3800918.000000 Penalty: 3366.472656
	Iteration 1F: 3 clusters Score -3800918 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3801302.000000 Penalty: 3366.472656
	Iteration 2Q: 3 clusters Score -3801302 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3801726.750000 Penalty: 3366.472656
	Iteration 3Q: 3 clusters Score -3801727 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3802235.500000 Penalty: 3366.472656
	Iteration 4Q: 3 clusters Score -3802236 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -3803016.500000 Penalty: 3366.472656
	Iteration 5F: 3 clusters Score -3803016 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -3804247.500000 Penalty: 3366.472656
	Iteration 6F: 3 clusters Score -3804248 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -3806191.750000 Penalty: 3366.472656
	Iteration 7F: 3 clusters Score -3806192 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -3808502.000000 Penalty: 3366.472656
	Iteration 8F: 3 clusters Score -3808502 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3810583.250000 Penalty: 3366.472656
	Iteration 9F: 3 clusters Score -3810583 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3811809.500000 Penalty: 3366.472656
	Iteration 10Q: 3 clusters Score -3811810 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3812254.750000 Penalty: 3366.472656
	Iteration 11Q: 3 clusters Score -3812255 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3812412.000000 Penalty: 3366.472656
	Iteration 12Q: 3 clusters Score -3812412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3812460.250000 Penalty: 3366.472656
	Iteration 13Q: 3 clusters Score -3812460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3812476.750000 Penalty: 3366.472656
	Iteration 14Q: 3 clusters Score -3812477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3812491.250000 Penalty: 3366.472656
	Iteration 15Q: 3 clusters Score -3812491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3812492.500000 Penalty: 3366.472656
	Iteration 16Q: 3 clusters Score -3812492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3812491.500000 Penalty: 3366.472656
	Iteration 17Q: 3 clusters Score -3812492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3812501.250000 Penalty: 3366.472656
	Iteration 18Q: 3 clusters Score -3812501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3812501.250000 Penalty: 3366.472656
	Iteration 19F: 3 clusters Score -3812501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Entering Unmasked Estep 
Score: -760087.500000 Penalty: 1424.539185
	Iteration 0F: 2 clusters Score -760087.5 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 3165 members 
Entering Unmasked Estep 
Score: -755217.875000 Penalty: 2849.078369
	Iteration 0F: 3 clusters Score -755217.9 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -756674.687500 Penalty: 2849.078369
	Iteration 1F: 3 clusters Score -756674.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -756878.375000 Penalty: 2849.078369
	Iteration 2F: 3 clusters Score -756878.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -757021.750000 Penalty: 2849.078369
	Iteration 3Q: 3 clusters Score -757021.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -757170.750000 Penalty: 2849.078369
	Iteration 4Q: 3 clusters Score -757170.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -757329.062500 Penalty: 2849.078369
	Iteration 5Q: 3 clusters Score -757329.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -757531.437500 Penalty: 2849.078369
	Iteration 6Q: 3 clusters Score -757531.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -757777.250000 Penalty: 2849.078369
	Iteration 7F: 3 clusters Score -757777.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -758043.812500 Penalty: 2849.078369
	Iteration 8F: 3 clusters Score -758043.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -758324.937500 Penalty: 2849.078369
	Iteration 9F: 3 clusters Score -758324.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -758642.000000 Penalty: 2849.078369
	Iteration 10F: 3 clusters Score -758642 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -758919.062500 Penalty: 2849.078369
	Iteration 11Q: 3 clusters Score -758919.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -759107.250000 Penalty: 2849.078369
	Iteration 12Q: 3 clusters Score -759107.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -759213.187500 Penalty: 2849.078369
	Iteration 13Q: 3 clusters Score -759213.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -759248.687500 Penalty: 2849.078369
	Iteration 14Q: 3 clusters Score -759248.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -759261.000000 Penalty: 2849.078369
	Iteration 15Q: 3 clusters Score -759261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -759263.125000 Penalty: 2849.078369
	Iteration 16Q: 3 clusters Score -759263.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -759267.375000 Penalty: 2849.078369
	Iteration 17Q: 3 clusters Score -759267.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -759269.000000 Penalty: 2849.078369
	Iteration 18Q: 3 clusters Score -759269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -759270.125000 Penalty: 2849.078369
	Iteration 19Q: 3 clusters Score -759270.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -759271.687500 Penalty: 2849.078369
	Iteration 20F: 3 clusters Score -759271.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -759271.875000 Penalty: 2849.078369
	Iteration 21Q: 3 clusters Score -759271.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -759273.000000 Penalty: 2849.078369
	Iteration 22Q: 3 clusters Score -759273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -759273.562500 Penalty: 2849.078369
	Iteration 23Q: 3 clusters Score -759273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -759273.125000 Penalty: 2849.078369
	Iteration 24Q: 3 clusters Score -759273.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -759273.125000 Penalty: 2849.078369
	Iteration 25F: 3 clusters Score -759273.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Entering Unmasked Estep 
Score: -4394910.500000 Penalty: 1701.774658
	Iteration 0F: 2 clusters Score -4394910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -4371176.500000 Penalty: 3403.549316
	Iteration 0F: 3 clusters Score -4371176 nChanged 16401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -4380589.000000 Penalty: 3403.549316
	Iteration 1F: 3 clusters Score -4380589 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -4381156.000000 Penalty: 3403.549316
	Iteration 2Q: 3 clusters Score -4381156 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -4381780.000000 Penalty: 3403.549316
	Iteration 3Q: 3 clusters Score -4381780 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -4382594.000000 Penalty: 3403.549316
	Iteration 4Q: 3 clusters Score -4382594 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -4383727.000000 Penalty: 3403.549316
	Iteration 5F: 3 clusters Score -4383727 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -4385259.500000 Penalty: 3403.549316
	Iteration 6F: 3 clusters Score -4385260 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -4387204.500000 Penalty: 3403.549316
	Iteration 7F: 3 clusters Score -4387204 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -4388909.500000 Penalty: 3403.549316
	Iteration 8F: 3 clusters Score -4388910 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -4390056.000000 Penalty: 3403.549316
	Iteration 9Q: 3 clusters Score -4390056 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -4390590.500000 Penalty: 3403.549316
	Iteration 10Q: 3 clusters Score -4390590 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -4390829.000000 Penalty: 3403.549316
	Iteration 11Q: 3 clusters Score -4390829 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -4391027.000000 Penalty: 3403.549316
	Iteration 12Q: 3 clusters Score -4391027 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -4391191.000000 Penalty: 3403.549316
	Iteration 13Q: 3 clusters Score -4391191 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -4391334.500000 Penalty: 3403.549316
	Iteration 14Q: 3 clusters Score -4391334 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -4391497.500000 Penalty: 3403.549316
	Iteration 15Q: 3 clusters Score -4391498 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -4391645.000000 Penalty: 3403.549316
	Iteration 16Q: 3 clusters Score -4391645 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -4391791.000000 Penalty: 3403.549316
	Iteration 17Q: 3 clusters Score -4391791 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -4391924.500000 Penalty: 3403.549316
	Iteration 18Q: 3 clusters Score -4391924 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -4392049.000000 Penalty: 3403.549316
	Iteration 19Q: 3 clusters Score -4392049 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -4392162.000000 Penalty: 3403.549316
	Iteration 20F: 3 clusters Score -4392162 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -4392251.000000 Penalty: 3403.549316
	Iteration 21Q: 3 clusters Score -4392251 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -4392355.500000 Penalty: 3403.549316
	Iteration 22Q: 3 clusters Score -4392356 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -4392451.000000 Penalty: 3403.549316
	Iteration 23Q: 3 clusters Score -4392451 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -4392559.000000 Penalty: 3403.549316
	Iteration 24Q: 3 clusters Score -4392559 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -4392667.500000 Penalty: 3403.549316
	Iteration 25Q: 3 clusters Score -4392668 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -4392755.500000 Penalty: 3403.549316
	Iteration 26Q: 3 clusters Score -4392756 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -4392840.000000 Penalty: 3403.549316
	Iteration 27Q: 3 clusters Score -4392840 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -4392924.500000 Penalty: 3403.549316
	Iteration 28Q: 3 clusters Score -4392924 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -4393019.500000 Penalty: 3403.549316
	Iteration 29Q: 3 clusters Score -4393020 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -4393096.500000 Penalty: 3403.549316
	Iteration 30Q: 3 clusters Score -4393096 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -4393151.500000 Penalty: 3403.549316
	Iteration 31Q: 3 clusters Score -4393152 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4393201.000000 Penalty: 3403.549316
	Iteration 32Q: 3 clusters Score -4393201 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4393250.500000 Penalty: 3403.549316
	Iteration 33Q: 3 clusters Score -4393250 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4393314.000000 Penalty: 3403.549316
	Iteration 34Q: 3 clusters Score -4393314 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -4393346.000000 Penalty: 3403.549316
	Iteration 35Q: 3 clusters Score -4393346 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4393384.500000 Penalty: 3403.549316
	Iteration 36Q: 3 clusters Score -4393384 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4393426.000000 Penalty: 3403.549316
	Iteration 37Q: 3 clusters Score -4393426 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4393443.000000 Penalty: 3403.549316
	Iteration 38Q: 3 clusters Score -4393443 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4393471.500000 Penalty: 3403.549316
	Iteration 39Q: 3 clusters Score -4393472 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4393491.500000 Penalty: 3403.549316
	Iteration 40F: 3 clusters Score -4393492 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4393500.500000 Penalty: 3403.549316
	Iteration 41Q: 3 clusters Score -4393500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4393511.500000 Penalty: 3403.549316
	Iteration 42Q: 3 clusters Score -4393512 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4393529.000000 Penalty: 3403.549316
	Iteration 43Q: 3 clusters Score -4393529 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4393545.000000 Penalty: 3403.549316
	Iteration 44Q: 3 clusters Score -4393545 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4393561.500000 Penalty: 3403.549316
	Iteration 45Q: 3 clusters Score -4393562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4393569.000000 Penalty: 3403.549316
	Iteration 46Q: 3 clusters Score -4393569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4393580.500000 Penalty: 3403.549316
	Iteration 47Q: 3 clusters Score -4393580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4393587.000000 Penalty: 3403.549316
	Iteration 48Q: 3 clusters Score -4393587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4393590.500000 Penalty: 3403.549316
	Iteration 49Q: 3 clusters Score -4393590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4393592.000000 Penalty: 3403.549316
	Iteration 50Q: 3 clusters Score -4393592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4393601.000000 Penalty: 3403.549316
	Iteration 51Q: 3 clusters Score -4393601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4393603.000000 Penalty: 3403.549316
	Iteration 52Q: 3 clusters Score -4393603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4393612.000000 Penalty: 3403.549316
	Iteration 53Q: 3 clusters Score -4393612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4393615.500000 Penalty: 3403.549316
	Iteration 54Q: 3 clusters Score -4393616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4393624.500000 Penalty: 3403.549316
	Iteration 55Q: 3 clusters Score -4393624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4393629.000000 Penalty: 3403.549316
	Iteration 56Q: 3 clusters Score -4393629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4393631.500000 Penalty: 3403.549316
	Iteration 57Q: 3 clusters Score -4393632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4393629.500000 Penalty: 3403.549316
	Iteration 58Q: 3 clusters Score -4393630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4393633.000000 Penalty: 3403.549316
	Iteration 59Q: 3 clusters Score -4393633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4393629.500000 Penalty: 3403.549316
	Iteration 60F: 3 clusters Score -4393630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4393641.500000 Penalty: 3403.549316
	Iteration 61Q: 3 clusters Score -4393642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4393655.000000 Penalty: 3403.549316
	Iteration 62Q: 3 clusters Score -4393655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4393660.000000 Penalty: 3403.549316
	Iteration 63Q: 3 clusters Score -4393660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4393655.500000 Penalty: 3403.549316
	Iteration 64Q: 3 clusters Score -4393656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4393657.000000 Penalty: 3403.549316
	Iteration 65Q: 3 clusters Score -4393657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4393665.000000 Penalty: 3403.549316
	Iteration 66Q: 3 clusters Score -4393665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4393673.500000 Penalty: 3403.549316
	Iteration 67Q: 3 clusters Score -4393674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4393681.500000 Penalty: 3403.549316
	Iteration 68Q: 3 clusters Score -4393682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4393684.000000 Penalty: 3403.549316
	Iteration 69Q: 3 clusters Score -4393684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4393691.500000 Penalty: 3403.549316
	Iteration 70Q: 3 clusters Score -4393692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4393682.000000 Penalty: 3403.549316
	Iteration 71Q: 3 clusters Score -4393682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4393686.500000 Penalty: 3403.549316
	Iteration 72Q: 3 clusters Score -4393686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4393684.500000 Penalty: 3403.549316
	Iteration 73Q: 3 clusters Score -4393684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4393688.500000 Penalty: 3403.549316
	Iteration 74Q: 3 clusters Score -4393688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4393688.500000 Penalty: 3403.549316
	Iteration 75F: 3 clusters Score -4393688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69118 members 
Entering Unmasked Estep 
Score: -8614114.000000 Penalty: 1810.830322
	Iteration 0F: 2 clusters Score -8614114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -8569299.000000 Penalty: 3621.660645
	Iteration 0F: 3 clusters Score -8569299 nChanged 32539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -8587670.000000 Penalty: 3621.660645
	Iteration 1F: 3 clusters Score -8587670 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -8588293.000000 Penalty: 3621.660645
	Iteration 2Q: 3 clusters Score -8588293 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -8589054.000000 Penalty: 3621.660645
	Iteration 3Q: 3 clusters Score -8589054 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -8590378.000000 Penalty: 3621.660645
	Iteration 4Q: 3 clusters Score -8590378 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -8592505.000000 Penalty: 3621.660645
	Iteration 5F: 3 clusters Score -8592505 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -8595930.000000 Penalty: 3621.660645
	Iteration 6F: 3 clusters Score -8595930 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -8600655.000000 Penalty: 3621.660645
	Iteration 7F: 3 clusters Score -8600655 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -8605714.000000 Penalty: 3621.660645
	Iteration 8F: 3 clusters Score -8605714 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -8609415.000000 Penalty: 3621.660645
	Iteration 9F: 3 clusters Score -8609415 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67769 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8611286.000000 Penalty: 3621.660645
	Iteration 10Q: 3 clusters Score -8611286 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8612001.000000 Penalty: 3621.660645
	Iteration 11Q: 3 clusters Score -8612001 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68807 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8612262.000000 Penalty: 3621.660645
	Iteration 12Q: 3 clusters Score -8612262 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68890 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8612393.000000 Penalty: 3621.660645
	Iteration 13Q: 3 clusters Score -8612393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8612446.000000 Penalty: 3621.660645
	Iteration 14Q: 3 clusters Score -8612446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68929 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8612472.000000 Penalty: 3621.660645
	Iteration 15Q: 3 clusters Score -8612472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68935 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8612493.000000 Penalty: 3621.660645
	Iteration 16Q: 3 clusters Score -8612493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68944 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8612516.000000 Penalty: 3621.660645
	Iteration 17Q: 3 clusters Score -8612516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68948 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8612525.000000 Penalty: 3621.660645
	Iteration 18Q: 3 clusters Score -8612525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8612531.000000 Penalty: 3621.660645
	Iteration 19Q: 3 clusters Score -8612531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8612532.000000 Penalty: 3621.660645
	Iteration 20F: 3 clusters Score -8612532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (72693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72693 members 
Entering Unmasked Estep 
Score: -9010431.000000 Penalty: 1819.025024
	Iteration 0F: 2 clusters Score -9010431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -8962238.000000 Penalty: 3638.050049
	Iteration 0F: 3 clusters Score -8962238 nChanged 34463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -8982088.000000 Penalty: 3638.050049
	Iteration 1F: 3 clusters Score -8982088 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -8982814.000000 Penalty: 3638.050049
	Iteration 2Q: 3 clusters Score -8982814 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -8983721.000000 Penalty: 3638.050049
	Iteration 3Q: 3 clusters Score -8983721 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -8984953.000000 Penalty: 3638.050049
	Iteration 4Q: 3 clusters Score -8984953 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -8986557.000000 Penalty: 3638.050049
	Iteration 5Q: 3 clusters Score -8986557 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -8988876.000000 Penalty: 3638.050049
	Iteration 6F: 3 clusters Score -8988876 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -8992375.000000 Penalty: 3638.050049
	Iteration 7F: 3 clusters Score -8992375 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -8997102.000000 Penalty: 3638.050049
	Iteration 8F: 3 clusters Score -8997102 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -9001334.000000 Penalty: 3638.050049
	Iteration 9F: 3 clusters Score -9001334 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -9003246.000000 Penalty: 3638.050049
	Iteration 10Q: 3 clusters Score -9003246 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -9003980.000000 Penalty: 3638.050049
	Iteration 11Q: 3 clusters Score -9003980 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -9004405.000000 Penalty: 3638.050049
	Iteration 12Q: 3 clusters Score -9004405 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -9004672.000000 Penalty: 3638.050049
	Iteration 13Q: 3 clusters Score -9004672 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -9004889.000000 Penalty: 3638.050049
	Iteration 14Q: 3 clusters Score -9004889 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53523 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -9005050.000000 Penalty: 3638.050049
	Iteration 15Q: 3 clusters Score -9005050 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -9005226.000000 Penalty: 3638.050049
	Iteration 16Q: 3 clusters Score -9005226 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -9005372.000000 Penalty: 3638.050049
	Iteration 17Q: 3 clusters Score -9005372 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -9005510.000000 Penalty: 3638.050049
	Iteration 18Q: 3 clusters Score -9005510 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -9005648.000000 Penalty: 3638.050049
	Iteration 19Q: 3 clusters Score -9005648 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -9005795.000000 Penalty: 3638.050049
	Iteration 20F: 3 clusters Score -9005795 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -9005914.000000 Penalty: 3638.050049
	Iteration 21Q: 3 clusters Score -9005914 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56931 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -9006049.000000 Penalty: 3638.050049
	Iteration 22Q: 3 clusters Score -9006049 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -9006168.000000 Penalty: 3638.050049
	Iteration 23Q: 3 clusters Score -9006168 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57842 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -9006324.000000 Penalty: 3638.050049
	Iteration 24Q: 3 clusters Score -9006324 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58292 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -9006411.000000 Penalty: 3638.050049
	Iteration 25Q: 3 clusters Score -9006411 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -9006547.000000 Penalty: 3638.050049
	Iteration 26Q: 3 clusters Score -9006547 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -9006662.000000 Penalty: 3638.050049
	Iteration 27Q: 3 clusters Score -9006662 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -9006746.000000 Penalty: 3638.050049
	Iteration 28Q: 3 clusters Score -9006746 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -9006850.000000 Penalty: 3638.050049
	Iteration 29Q: 3 clusters Score -9006850 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -9006957.000000 Penalty: 3638.050049
	Iteration 30Q: 3 clusters Score -9006957 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -9007058.000000 Penalty: 3638.050049
	Iteration 31Q: 3 clusters Score -9007058 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -9007147.000000 Penalty: 3638.050049
	Iteration 32Q: 3 clusters Score -9007147 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -9007243.000000 Penalty: 3638.050049
	Iteration 33Q: 3 clusters Score -9007243 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61388 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -9007305.000000 Penalty: 3638.050049
	Iteration 34Q: 3 clusters Score -9007305 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -9007347.000000 Penalty: 3638.050049
	Iteration 35Q: 3 clusters Score -9007347 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61997 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -9007428.000000 Penalty: 3638.050049
	Iteration 36Q: 3 clusters Score -9007428 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -9007517.000000 Penalty: 3638.050049
	Iteration 37Q: 3 clusters Score -9007517 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -9007634.000000 Penalty: 3638.050049
	Iteration 38Q: 3 clusters Score -9007634 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -9007751.000000 Penalty: 3638.050049
	Iteration 39Q: 3 clusters Score -9007751 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -9007836.000000 Penalty: 3638.050049
	Iteration 40F: 3 clusters Score -9007836 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63695 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -9007960.000000 Penalty: 3638.050049
	Iteration 41Q: 3 clusters Score -9007960 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64066 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -9008082.000000 Penalty: 3638.050049
	Iteration 42Q: 3 clusters Score -9008082 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -9008233.000000 Penalty: 3638.050049
	Iteration 43Q: 3 clusters Score -9008233 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64793 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -9008351.000000 Penalty: 3638.050049
	Iteration 44Q: 3 clusters Score -9008351 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -9008448.000000 Penalty: 3638.050049
	Iteration 45Q: 3 clusters Score -9008448 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -9008513.000000 Penalty: 3638.050049
	Iteration 46Q: 3 clusters Score -9008513 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65714 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -9008620.000000 Penalty: 3638.050049
	Iteration 47Q: 3 clusters Score -9008620 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -9008715.000000 Penalty: 3638.050049
	Iteration 48Q: 3 clusters Score -9008715 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -9008814.000000 Penalty: 3638.050049
	Iteration 49Q: 3 clusters Score -9008814 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66434 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -9008896.000000 Penalty: 3638.050049
	Iteration 50Q: 3 clusters Score -9008896 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66661 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -9008981.000000 Penalty: 3638.050049
	Iteration 51Q: 3 clusters Score -9008981 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66872 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -9009022.000000 Penalty: 3638.050049
	Iteration 52Q: 3 clusters Score -9009022 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67064 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -9009083.000000 Penalty: 3638.050049
	Iteration 53Q: 3 clusters Score -9009083 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67255 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -9009158.000000 Penalty: 3638.050049
	Iteration 54Q: 3 clusters Score -9009158 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -9009205.000000 Penalty: 3638.050049
	Iteration 55Q: 3 clusters Score -9009205 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67597 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -9009249.000000 Penalty: 3638.050049
	Iteration 56Q: 3 clusters Score -9009249 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -9009301.000000 Penalty: 3638.050049
	Iteration 57Q: 3 clusters Score -9009301 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67870 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -9009348.000000 Penalty: 3638.050049
	Iteration 58Q: 3 clusters Score -9009348 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -9009399.000000 Penalty: 3638.050049
	Iteration 59Q: 3 clusters Score -9009399 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68103 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -9009437.000000 Penalty: 3638.050049
	Iteration 60F: 3 clusters Score -9009437 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -9009477.000000 Penalty: 3638.050049
	Iteration 61Q: 3 clusters Score -9009477 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68352 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -9009527.000000 Penalty: 3638.050049
	Iteration 62Q: 3 clusters Score -9009527 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -9009577.000000 Penalty: 3638.050049
	Iteration 63Q: 3 clusters Score -9009577 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68616 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -9009601.000000 Penalty: 3638.050049
	Iteration 64Q: 3 clusters Score -9009601 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -9009644.000000 Penalty: 3638.050049
	Iteration 65Q: 3 clusters Score -9009644 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68864 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -9009673.000000 Penalty: 3638.050049
	Iteration 66Q: 3 clusters Score -9009673 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68986 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -9009718.000000 Penalty: 3638.050049
	Iteration 67Q: 3 clusters Score -9009718 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -9009755.000000 Penalty: 3638.050049
	Iteration 68Q: 3 clusters Score -9009755 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69207 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -9009769.000000 Penalty: 3638.050049
	Iteration 69Q: 3 clusters Score -9009769 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -9009807.000000 Penalty: 3638.050049
	Iteration 70Q: 3 clusters Score -9009807 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -9009815.000000 Penalty: 3638.050049
	Iteration 71Q: 3 clusters Score -9009815 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -9009838.000000 Penalty: 3638.050049
	Iteration 72Q: 3 clusters Score -9009838 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -9009871.000000 Penalty: 3638.050049
	Iteration 73Q: 3 clusters Score -9009871 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69625 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -9009885.000000 Penalty: 3638.050049
	Iteration 74Q: 3 clusters Score -9009885 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69685 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -9009907.000000 Penalty: 3638.050049
	Iteration 75Q: 3 clusters Score -9009907 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69744 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -9009927.000000 Penalty: 3638.050049
	Iteration 76Q: 3 clusters Score -9009927 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -9009943.000000 Penalty: 3638.050049
	Iteration 77Q: 3 clusters Score -9009943 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -9009954.000000 Penalty: 3638.050049
	Iteration 78Q: 3 clusters Score -9009954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69884 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -9009972.000000 Penalty: 3638.050049
	Iteration 79Q: 3 clusters Score -9009972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69920 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -9009965.000000 Penalty: 3638.050049
	Iteration 80F: 3 clusters Score -9009965 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69958 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -9009976.000000 Penalty: 3638.050049
	Iteration 81Q: 3 clusters Score -9009976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69982 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -9009961.000000 Penalty: 3638.050049
	Iteration 82Q: 3 clusters Score -9009961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70000 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -9009963.000000 Penalty: 3638.050049
	Iteration 83Q: 3 clusters Score -9009963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -9009971.000000 Penalty: 3638.050049
	Iteration 84Q: 3 clusters Score -9009971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70044 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -9009979.000000 Penalty: 3638.050049
	Iteration 85Q: 3 clusters Score -9009979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -9009975.000000 Penalty: 3638.050049
	Iteration 86Q: 3 clusters Score -9009975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -9009990.000000 Penalty: 3638.050049
	Iteration 87Q: 3 clusters Score -9009990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70128 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -9009999.000000 Penalty: 3638.050049
	Iteration 88Q: 3 clusters Score -9009999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -9010014.000000 Penalty: 3638.050049
	Iteration 89Q: 3 clusters Score -9010014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -9010004.000000 Penalty: 3638.050049
	Iteration 90Q: 3 clusters Score -9010004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70173 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -9010009.000000 Penalty: 3638.050049
	Iteration 91Q: 3 clusters Score -9010009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -9010006.000000 Penalty: 3638.050049
	Iteration 92Q: 3 clusters Score -9010006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -9010007.000000 Penalty: 3638.050049
	Iteration 93Q: 3 clusters Score -9010007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9010008.000000 Penalty: 3638.050049
	Iteration 94Q: 3 clusters Score -9010008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -9010014.000000 Penalty: 3638.050049
	Iteration 95Q: 3 clusters Score -9010014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70219 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -9010030.000000 Penalty: 3638.050049
	Iteration 96Q: 3 clusters Score -9010030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70224 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -9010031.000000 Penalty: 3638.050049
	Iteration 97Q: 3 clusters Score -9010031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -9010025.000000 Penalty: 3638.050049
	Iteration 98Q: 3 clusters Score -9010025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -9010024.000000 Penalty: 3638.050049
	Iteration 99Q: 3 clusters Score -9010024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70243 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -9010024.000000 Penalty: 3638.050049
	Iteration 100F: 3 clusters Score -9010024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70252 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -9010022.000000 Penalty: 3638.050049
	Iteration 101Q: 3 clusters Score -9010022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -9010026.000000 Penalty: 3638.050049
	Iteration 102Q: 3 clusters Score -9010026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70276 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -9010017.000000 Penalty: 3638.050049
	Iteration 103Q: 3 clusters Score -9010017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70281 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -9010021.000000 Penalty: 3638.050049
	Iteration 104Q: 3 clusters Score -9010021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70287 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -9010011.000000 Penalty: 3638.050049
	Iteration 105Q: 3 clusters Score -9010011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70290 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -9010015.000000 Penalty: 3638.050049
	Iteration 106Q: 3 clusters Score -9010015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -9010017.000000 Penalty: 3638.050049
	Iteration 107Q: 3 clusters Score -9010017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -9010017.000000 Penalty: 3638.050049
	Iteration 108F: 3 clusters Score -9010017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76076 members 
Entering Unmasked Estep 
Score: -9455417.000000 Penalty: 1826.416870
	Iteration 0F: 2 clusters Score -9455417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -9406280.000000 Penalty: 3652.833740
	Iteration 0F: 3 clusters Score -9406280 nChanged 36091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -9426980.000000 Penalty: 3652.833740
	Iteration 1F: 3 clusters Score -9426980 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -9427745.000000 Penalty: 3652.833740
	Iteration 2Q: 3 clusters Score -9427745 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -9428732.000000 Penalty: 3652.833740
	Iteration 3Q: 3 clusters Score -9428732 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -9430391.000000 Penalty: 3652.833740
	Iteration 4Q: 3 clusters Score -9430391 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -9433125.000000 Penalty: 3652.833740
	Iteration 5F: 3 clusters Score -9433125 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -9436981.000000 Penalty: 3652.833740
	Iteration 6F: 3 clusters Score -9436981 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61487 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -9441593.000000 Penalty: 3652.833740
	Iteration 7F: 3 clusters Score -9441593 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66473 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -9445742.000000 Penalty: 3652.833740
	Iteration 8F: 3 clusters Score -9445742 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -9449041.000000 Penalty: 3652.833740
	Iteration 9F: 3 clusters Score -9449041 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72658 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -9451064.000000 Penalty: 3652.833740
	Iteration 10Q: 3 clusters Score -9451064 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -9452237.000000 Penalty: 3652.833740
	Iteration 11Q: 3 clusters Score -9452237 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74846 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9452925.000000 Penalty: 3652.833740
	Iteration 12Q: 3 clusters Score -9452925 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75246 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9453310.000000 Penalty: 3652.833740
	Iteration 13Q: 3 clusters Score -9453310 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75456 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9453471.000000 Penalty: 3652.833740
	Iteration 14Q: 3 clusters Score -9453471 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75574 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9453600.000000 Penalty: 3652.833740
	Iteration 15Q: 3 clusters Score -9453600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9453677.000000 Penalty: 3652.833740
	Iteration 16Q: 3 clusters Score -9453677 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75663 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9453713.000000 Penalty: 3652.833740
	Iteration 17Q: 3 clusters Score -9453713 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75686 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9453757.000000 Penalty: 3652.833740
	Iteration 18Q: 3 clusters Score -9453757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75709 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9453782.000000 Penalty: 3652.833740
	Iteration 19Q: 3 clusters Score -9453782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9453794.000000 Penalty: 3652.833740
	Iteration 20F: 3 clusters Score -9453794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75737 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9453811.000000 Penalty: 3652.833740
	Iteration 21Q: 3 clusters Score -9453811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75749 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9453832.000000 Penalty: 3652.833740
	Iteration 22Q: 3 clusters Score -9453832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75760 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9453829.000000 Penalty: 3652.833740
	Iteration 23Q: 3 clusters Score -9453829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9453855.000000 Penalty: 3652.833740
	Iteration 24Q: 3 clusters Score -9453855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9453857.000000 Penalty: 3652.833740
	Iteration 25Q: 3 clusters Score -9453857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75777 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9453864.000000 Penalty: 3652.833740
	Iteration 26Q: 3 clusters Score -9453864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9453873.000000 Penalty: 3652.833740
	Iteration 27Q: 3 clusters Score -9453873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9453869.000000 Penalty: 3652.833740
	Iteration 28Q: 3 clusters Score -9453869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9453867.000000 Penalty: 3652.833740
	Iteration 29Q: 3 clusters Score -9453867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75785 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9453861.000000 Penalty: 3652.833740
	Iteration 30Q: 3 clusters Score -9453861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75786 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9453865.000000 Penalty: 3652.833740
	Iteration 31Q: 3 clusters Score -9453865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75786 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9453865.000000 Penalty: 3652.833740
	Iteration 32F: 3 clusters Score -9453865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Entering Unmasked Estep 
Score: -5456447.000000 Penalty: 1737.045410
	Iteration 0F: 2 clusters Score -5456447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -5427084.500000 Penalty: 3474.090820
	Iteration 0F: 3 clusters Score -5427084 nChanged 20586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -5438635.000000 Penalty: 3474.090820
	Iteration 1F: 3 clusters Score -5438635 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -5439150.500000 Penalty: 3474.090820
	Iteration 2Q: 3 clusters Score -5439150 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -5439792.000000 Penalty: 3474.090820
	Iteration 3Q: 3 clusters Score -5439792 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -5440748.500000 Penalty: 3474.090820
	Iteration 4Q: 3 clusters Score -5440748 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -5442158.000000 Penalty: 3474.090820
	Iteration 5F: 3 clusters Score -5442158 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -5444268.500000 Penalty: 3474.090820
	Iteration 6F: 3 clusters Score -5444268 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -5447049.500000 Penalty: 3474.090820
	Iteration 7F: 3 clusters Score -5447050 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -5449822.500000 Penalty: 3474.090820
	Iteration 8F: 3 clusters Score -5449822 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -5451712.500000 Penalty: 3474.090820
	Iteration 9Q: 3 clusters Score -5451712 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -5452698.000000 Penalty: 3474.090820
	Iteration 10Q: 3 clusters Score -5452698 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -5453098.000000 Penalty: 3474.090820
	Iteration 11Q: 3 clusters Score -5453098 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -5453352.500000 Penalty: 3474.090820
	Iteration 12Q: 3 clusters Score -5453352 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -5453525.000000 Penalty: 3474.090820
	Iteration 13Q: 3 clusters Score -5453525 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -5453630.000000 Penalty: 3474.090820
	Iteration 14Q: 3 clusters Score -5453630 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -5453740.000000 Penalty: 3474.090820
	Iteration 15Q: 3 clusters Score -5453740 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -5453826.000000 Penalty: 3474.090820
	Iteration 16Q: 3 clusters Score -5453826 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -5453919.500000 Penalty: 3474.090820
	Iteration 17Q: 3 clusters Score -5453920 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -5454001.000000 Penalty: 3474.090820
	Iteration 18Q: 3 clusters Score -5454001 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -5454097.500000 Penalty: 3474.090820
	Iteration 19Q: 3 clusters Score -5454098 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -5454174.000000 Penalty: 3474.090820
	Iteration 20F: 3 clusters Score -5454174 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -5454246.000000 Penalty: 3474.090820
	Iteration 21Q: 3 clusters Score -5454246 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -5454305.000000 Penalty: 3474.090820
	Iteration 22Q: 3 clusters Score -5454305 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -5454384.000000 Penalty: 3474.090820
	Iteration 23Q: 3 clusters Score -5454384 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -5454430.000000 Penalty: 3474.090820
	Iteration 24Q: 3 clusters Score -5454430 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -5454480.000000 Penalty: 3474.090820
	Iteration 25Q: 3 clusters Score -5454480 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -5454537.000000 Penalty: 3474.090820
	Iteration 26Q: 3 clusters Score -5454537 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -5454587.000000 Penalty: 3474.090820
	Iteration 27Q: 3 clusters Score -5454587 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -5454645.000000 Penalty: 3474.090820
	Iteration 28Q: 3 clusters Score -5454645 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -5454701.500000 Penalty: 3474.090820
	Iteration 29Q: 3 clusters Score -5454702 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -5454744.000000 Penalty: 3474.090820
	Iteration 30Q: 3 clusters Score -5454744 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -5454808.500000 Penalty: 3474.090820
	Iteration 31Q: 3 clusters Score -5454808 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -5454853.500000 Penalty: 3474.090820
	Iteration 32Q: 3 clusters Score -5454854 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -5454873.000000 Penalty: 3474.090820
	Iteration 33Q: 3 clusters Score -5454873 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -5454909.500000 Penalty: 3474.090820
	Iteration 34Q: 3 clusters Score -5454910 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -5454914.000000 Penalty: 3474.090820
	Iteration 35Q: 3 clusters Score -5454914 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -5454932.500000 Penalty: 3474.090820
	Iteration 36Q: 3 clusters Score -5454932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -5454943.500000 Penalty: 3474.090820
	Iteration 37Q: 3 clusters Score -5454944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -5454957.500000 Penalty: 3474.090820
	Iteration 38Q: 3 clusters Score -5454958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -5454962.000000 Penalty: 3474.090820
	Iteration 39Q: 3 clusters Score -5454962 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -5454979.500000 Penalty: 3474.090820
	Iteration 40F: 3 clusters Score -5454980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -5454988.000000 Penalty: 3474.090820
	Iteration 41Q: 3 clusters Score -5454988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -5454999.500000 Penalty: 3474.090820
	Iteration 42Q: 3 clusters Score -5455000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -5455002.500000 Penalty: 3474.090820
	Iteration 43Q: 3 clusters Score -5455002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -5455003.000000 Penalty: 3474.090820
	Iteration 44Q: 3 clusters Score -5455003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -5455000.000000 Penalty: 3474.090820
	Iteration 45Q: 3 clusters Score -5455000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -5455005.500000 Penalty: 3474.090820
	Iteration 46Q: 3 clusters Score -5455006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -5455007.000000 Penalty: 3474.090820
	Iteration 47Q: 3 clusters Score -5455007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -5455006.500000 Penalty: 3474.090820
	Iteration 48Q: 3 clusters Score -5455006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -5455005.000000 Penalty: 3474.090820
	Iteration 49Q: 3 clusters Score -5455005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -5455006.500000 Penalty: 3474.090820
	Iteration 50Q: 3 clusters Score -5455006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -5455004.000000 Penalty: 3474.090820
	Iteration 51Q: 3 clusters Score -5455004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -5455007.000000 Penalty: 3474.090820
	Iteration 52Q: 3 clusters Score -5455007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -5455017.500000 Penalty: 3474.090820
	Iteration 53Q: 3 clusters Score -5455018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -5455020.000000 Penalty: 3474.090820
	Iteration 54Q: 3 clusters Score -5455020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -5455018.000000 Penalty: 3474.090820
	Iteration 55Q: 3 clusters Score -5455018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -5455024.000000 Penalty: 3474.090820
	Iteration 56Q: 3 clusters Score -5455024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -5455024.000000 Penalty: 3474.090820
	Iteration 57Q: 3 clusters Score -5455024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -5455022.500000 Penalty: 3474.090820
	Iteration 58Q: 3 clusters Score -5455022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -5455030.500000 Penalty: 3474.090820
	Iteration 59Q: 3 clusters Score -5455030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -5455028.500000 Penalty: 3474.090820
	Iteration 60F: 3 clusters Score -5455028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -5455028.500000 Penalty: 3474.090820
	Iteration 61Q: 3 clusters Score -5455028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -5455031.500000 Penalty: 3474.090820
	Iteration 62Q: 3 clusters Score -5455032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -5455029.000000 Penalty: 3474.090820
	Iteration 63Q: 3 clusters Score -5455029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -5455033.000000 Penalty: 3474.090820
	Iteration 64Q: 3 clusters Score -5455033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -5455031.500000 Penalty: 3474.090820
	Iteration 65Q: 3 clusters Score -5455032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -5455030.500000 Penalty: 3474.090820
	Iteration 66Q: 3 clusters Score -5455030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5455030.000000 Penalty: 3474.090820
	Iteration 67Q: 3 clusters Score -5455030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -5455027.000000 Penalty: 3474.090820
	Iteration 68Q: 3 clusters Score -5455027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -5455029.000000 Penalty: 3474.090820
	Iteration 69Q: 3 clusters Score -5455029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -5455031.000000 Penalty: 3474.090820
	Iteration 70Q: 3 clusters Score -5455031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -5455031.000000 Penalty: 3474.090820
	Iteration 71F: 3 clusters Score -5455031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Entering Unmasked Estep 
Score: -5010538.500000 Penalty: 1723.199585
	Iteration 0F: 2 clusters Score -5010538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -4983569.000000 Penalty: 3446.399170
	Iteration 0F: 3 clusters Score -4983569 nChanged 18783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -4993978.500000 Penalty: 3446.399170
	Iteration 1F: 3 clusters Score -4993978 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -4994450.500000 Penalty: 3446.399170
	Iteration 2Q: 3 clusters Score -4994450 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -4994951.000000 Penalty: 3446.399170
	Iteration 3Q: 3 clusters Score -4994951 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -4995647.500000 Penalty: 3446.399170
	Iteration 4Q: 3 clusters Score -4995648 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -4996624.000000 Penalty: 3446.399170
	Iteration 5F: 3 clusters Score -4996624 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -4998089.500000 Penalty: 3446.399170
	Iteration 6F: 3 clusters Score -4998090 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -5000131.000000 Penalty: 3446.399170
	Iteration 7F: 3 clusters Score -5000131 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -5002511.500000 Penalty: 3446.399170
	Iteration 8F: 3 clusters Score -5002512 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -5004538.500000 Penalty: 3446.399170
	Iteration 9F: 3 clusters Score -5004538 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -5005783.000000 Penalty: 3446.399170
	Iteration 10Q: 3 clusters Score -5005783 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -5006419.500000 Penalty: 3446.399170
	Iteration 11Q: 3 clusters Score -5006420 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -5006769.000000 Penalty: 3446.399170
	Iteration 12Q: 3 clusters Score -5006769 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -5007006.000000 Penalty: 3446.399170
	Iteration 13Q: 3 clusters Score -5007006 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -5007222.000000 Penalty: 3446.399170
	Iteration 14Q: 3 clusters Score -5007222 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -5007412.500000 Penalty: 3446.399170
	Iteration 15Q: 3 clusters Score -5007412 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5007592.500000 Penalty: 3446.399170
	Iteration 16Q: 3 clusters Score -5007592 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -5007754.000000 Penalty: 3446.399170
	Iteration 17Q: 3 clusters Score -5007754 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -5007900.500000 Penalty: 3446.399170
	Iteration 18Q: 3 clusters Score -5007900 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -5008020.000000 Penalty: 3446.399170
	Iteration 19Q: 3 clusters Score -5008020 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -5008135.000000 Penalty: 3446.399170
	Iteration 20F: 3 clusters Score -5008135 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -5008242.500000 Penalty: 3446.399170
	Iteration 21Q: 3 clusters Score -5008242 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -5008348.000000 Penalty: 3446.399170
	Iteration 22Q: 3 clusters Score -5008348 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -5008467.000000 Penalty: 3446.399170
	Iteration 23Q: 3 clusters Score -5008467 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -5008546.000000 Penalty: 3446.399170
	Iteration 24Q: 3 clusters Score -5008546 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -5008615.000000 Penalty: 3446.399170
	Iteration 25Q: 3 clusters Score -5008615 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -5008666.000000 Penalty: 3446.399170
	Iteration 26Q: 3 clusters Score -5008666 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -5008730.500000 Penalty: 3446.399170
	Iteration 27Q: 3 clusters Score -5008730 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -5008799.000000 Penalty: 3446.399170
	Iteration 28Q: 3 clusters Score -5008799 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -5008846.000000 Penalty: 3446.399170
	Iteration 29Q: 3 clusters Score -5008846 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -5008891.000000 Penalty: 3446.399170
	Iteration 30Q: 3 clusters Score -5008891 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -5008913.000000 Penalty: 3446.399170
	Iteration 31Q: 3 clusters Score -5008913 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -5008942.500000 Penalty: 3446.399170
	Iteration 32Q: 3 clusters Score -5008942 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -5008967.500000 Penalty: 3446.399170
	Iteration 33Q: 3 clusters Score -5008968 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -5008991.000000 Penalty: 3446.399170
	Iteration 34Q: 3 clusters Score -5008991 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -5009005.000000 Penalty: 3446.399170
	Iteration 35Q: 3 clusters Score -5009005 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -5009021.500000 Penalty: 3446.399170
	Iteration 36Q: 3 clusters Score -5009022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -5009032.500000 Penalty: 3446.399170
	Iteration 37Q: 3 clusters Score -5009032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -5009047.000000 Penalty: 3446.399170
	Iteration 38Q: 3 clusters Score -5009047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -5009058.000000 Penalty: 3446.399170
	Iteration 39Q: 3 clusters Score -5009058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -5009066.500000 Penalty: 3446.399170
	Iteration 40F: 3 clusters Score -5009066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -5009075.500000 Penalty: 3446.399170
	Iteration 41Q: 3 clusters Score -5009076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -5009090.000000 Penalty: 3446.399170
	Iteration 42Q: 3 clusters Score -5009090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -5009099.000000 Penalty: 3446.399170
	Iteration 43Q: 3 clusters Score -5009099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -5009105.000000 Penalty: 3446.399170
	Iteration 44Q: 3 clusters Score -5009105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -5009114.500000 Penalty: 3446.399170
	Iteration 45Q: 3 clusters Score -5009114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -5009127.500000 Penalty: 3446.399170
	Iteration 46Q: 3 clusters Score -5009128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -5009133.000000 Penalty: 3446.399170
	Iteration 47Q: 3 clusters Score -5009133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -5009152.000000 Penalty: 3446.399170
	Iteration 48Q: 3 clusters Score -5009152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -5009154.500000 Penalty: 3446.399170
	Iteration 49Q: 3 clusters Score -5009154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -5009153.500000 Penalty: 3446.399170
	Iteration 50Q: 3 clusters Score -5009154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -5009159.500000 Penalty: 3446.399170
	Iteration 51Q: 3 clusters Score -5009160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -5009156.500000 Penalty: 3446.399170
	Iteration 52Q: 3 clusters Score -5009156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -5009161.500000 Penalty: 3446.399170
	Iteration 53Q: 3 clusters Score -5009162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -5009155.000000 Penalty: 3446.399170
	Iteration 54Q: 3 clusters Score -5009155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -5009157.000000 Penalty: 3446.399170
	Iteration 55Q: 3 clusters Score -5009157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -5009152.000000 Penalty: 3446.399170
	Iteration 56Q: 3 clusters Score -5009152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -5009157.500000 Penalty: 3446.399170
	Iteration 57Q: 3 clusters Score -5009158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -5009158.500000 Penalty: 3446.399170
	Iteration 58Q: 3 clusters Score -5009158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -5009152.000000 Penalty: 3446.399170
	Iteration 59Q: 3 clusters Score -5009152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -5009152.000000 Penalty: 3446.399170
	Iteration 60F: 3 clusters Score -5009152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -84547.890625 Penalty: 1063.151733
	Iteration 0F: 2 clusters Score -84547.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83292.648438 Penalty: 2126.303467
	Iteration 0F: 3 clusters Score -83292.65 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83488.210938 Penalty: 2126.303467
	Iteration 1F: 3 clusters Score -83488.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83535.460938 Penalty: 2126.303467
	Iteration 2F: 3 clusters Score -83535.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83556.273438 Penalty: 2126.303467
	Iteration 3Q: 3 clusters Score -83556.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83566.078125 Penalty: 2126.303467
	Iteration 4Q: 3 clusters Score -83566.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83571.601562 Penalty: 2126.303467
	Iteration 5Q: 3 clusters Score -83571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83574.453125 Penalty: 2126.303467
	Iteration 6Q: 3 clusters Score -83574.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83575.773438 Penalty: 2126.303467
	Iteration 7Q: 3 clusters Score -83575.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83575.773438 Penalty: 2126.303467
	Iteration 8F: 3 clusters Score -83575.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (64739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Entering Unmasked Estep 
Score: -8020792.500000 Penalty: 1800.194336
	Iteration 0F: 2 clusters Score -8020792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -7978750.500000 Penalty: 3600.388672
	Iteration 0F: 3 clusters Score -7978750 nChanged 30797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -7995901.500000 Penalty: 3600.388672
	Iteration 1F: 3 clusters Score -7995902 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -7996189.500000 Penalty: 3600.388672
	Iteration 2Q: 3 clusters Score -7996190 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -7996465.500000 Penalty: 3600.388672
	Iteration 3Q: 3 clusters Score -7996466 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -7996763.500000 Penalty: 3600.388672
	Iteration 4Q: 3 clusters Score -7996764 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -7997040.000000 Penalty: 3600.388672
	Iteration 5Q: 3 clusters Score -7997040 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -7997290.000000 Penalty: 3600.388672
	Iteration 6Q: 3 clusters Score -7997290 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -7997542.000000 Penalty: 3600.388672
	Iteration 7Q: 3 clusters Score -7997542 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -7997812.000000 Penalty: 3600.388672
	Iteration 8Q: 3 clusters Score -7997812 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -7998254.500000 Penalty: 3600.388672
	Iteration 9Q: 3 clusters Score -7998254 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -7998986.500000 Penalty: 3600.388672
	Iteration 10Q: 3 clusters Score -7998986 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -8000413.000000 Penalty: 3600.388672
	Iteration 11Q: 3 clusters Score -8000413 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -8002932.000000 Penalty: 3600.388672
	Iteration 12F: 3 clusters Score -8002932 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -8006667.000000 Penalty: 3600.388672
	Iteration 13F: 3 clusters Score -8006667 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -8011112.500000 Penalty: 3600.388672
	Iteration 14F: 3 clusters Score -8011112 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -8014977.000000 Penalty: 3600.388672
	Iteration 15F: 3 clusters Score -8014977 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -8017446.000000 Penalty: 3600.388672
	Iteration 16Q: 3 clusters Score -8017446 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -8018559.000000 Penalty: 3600.388672
	Iteration 17Q: 3 clusters Score -8018559 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -8018900.500000 Penalty: 3600.388672
	Iteration 18Q: 3 clusters Score -8018900 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 64526 members 
Entering Unmasked Estep 
Score: -8019055.500000 Penalty: 3600.388672
	Iteration 19Q: 3 clusters Score -8019056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -8019114.500000 Penalty: 3600.388672
	Iteration 20F: 3 clusters Score -8019114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -8019140.000000 Penalty: 3600.388672
	Iteration 21Q: 3 clusters Score -8019140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 64596 members 
Entering Unmasked Estep 
Score: -8019171.500000 Penalty: 3600.388672
	Iteration 22Q: 3 clusters Score -8019172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 64597 members 
Entering Unmasked Estep 
Score: -8019181.500000 Penalty: 3600.388672
	Iteration 23Q: 3 clusters Score -8019182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 64597 members 
Entering Unmasked Estep 
Score: -8019182.000000 Penalty: 3600.388672
	Iteration 24Q: 3 clusters Score -8019182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -8019179.500000 Penalty: 3600.388672
	Iteration 25Q: 3 clusters Score -8019180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -8019186.500000 Penalty: 3600.388672
	Iteration 26Q: 3 clusters Score -8019186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -8019184.000000 Penalty: 3600.388672
	Iteration 27Q: 3 clusters Score -8019184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -8019187.500000 Penalty: 3600.388672
	Iteration 28Q: 3 clusters Score -8019188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -8019187.500000 Penalty: 3600.388672
	Iteration 29F: 3 clusters Score -8019188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Entering Unmasked Estep 
Score: -6454161.000000 Penalty: 1763.914062
	Iteration 0F: 2 clusters Score -6454161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -6419606.500000 Penalty: 3527.828125
	Iteration 0F: 3 clusters Score -6419606 nChanged 24349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -6433592.000000 Penalty: 3527.828125
	Iteration 1F: 3 clusters Score -6433592 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -6434407.500000 Penalty: 3527.828125
	Iteration 2Q: 3 clusters Score -6434408 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -6435365.000000 Penalty: 3527.828125
	Iteration 3Q: 3 clusters Score -6435365 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -6436744.500000 Penalty: 3527.828125
	Iteration 4F: 3 clusters Score -6436744 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -6438606.000000 Penalty: 3527.828125
	Iteration 5F: 3 clusters Score -6438606 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -6441048.500000 Penalty: 3527.828125
	Iteration 6F: 3 clusters Score -6441048 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -6444002.000000 Penalty: 3527.828125
	Iteration 7F: 3 clusters Score -6444002 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -6446913.500000 Penalty: 3527.828125
	Iteration 8F: 3 clusters Score -6446914 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -6449154.500000 Penalty: 3527.828125
	Iteration 9Q: 3 clusters Score -6449154 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -6450607.000000 Penalty: 3527.828125
	Iteration 10Q: 3 clusters Score -6450607 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6451502.000000 Penalty: 3527.828125
	Iteration 11Q: 3 clusters Score -6451502 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6451932.500000 Penalty: 3527.828125
	Iteration 12Q: 3 clusters Score -6451932 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6452173.000000 Penalty: 3527.828125
	Iteration 13Q: 3 clusters Score -6452173 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6452303.500000 Penalty: 3527.828125
	Iteration 14Q: 3 clusters Score -6452304 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6452406.500000 Penalty: 3527.828125
	Iteration 15Q: 3 clusters Score -6452406 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6452467.000000 Penalty: 3527.828125
	Iteration 16Q: 3 clusters Score -6452467 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6452513.500000 Penalty: 3527.828125
	Iteration 17Q: 3 clusters Score -6452514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6452535.500000 Penalty: 3527.828125
	Iteration 18Q: 3 clusters Score -6452536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6452556.000000 Penalty: 3527.828125
	Iteration 19Q: 3 clusters Score -6452556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6452564.000000 Penalty: 3527.828125
	Iteration 20F: 3 clusters Score -6452564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6452567.000000 Penalty: 3527.828125
	Iteration 21Q: 3 clusters Score -6452567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6452577.000000 Penalty: 3527.828125
	Iteration 22Q: 3 clusters Score -6452577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6452587.000000 Penalty: 3527.828125
	Iteration 23Q: 3 clusters Score -6452587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6452587.500000 Penalty: 3527.828125
	Iteration 24Q: 3 clusters Score -6452588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6452594.000000 Penalty: 3527.828125
	Iteration 25Q: 3 clusters Score -6452594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6452599.500000 Penalty: 3527.828125
	Iteration 26Q: 3 clusters Score -6452600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6452602.500000 Penalty: 3527.828125
	Iteration 27Q: 3 clusters Score -6452602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6452607.000000 Penalty: 3527.828125
	Iteration 28Q: 3 clusters Score -6452607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6452608.000000 Penalty: 3527.828125
	Iteration 29Q: 3 clusters Score -6452608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6452607.000000 Penalty: 3527.828125
	Iteration 30Q: 3 clusters Score -6452607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6452607.000000 Penalty: 3527.828125
	Iteration 31F: 3 clusters Score -6452607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56095.136719 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56095.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55154.445312 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55154.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -55236.945312 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55236.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55272.367188 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55272.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -55280.984375 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55280.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -55288.832031 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55288.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55293.855469 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55293.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55299.664062 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -55299.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55301.753906 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -55301.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55301.753906 Penalty: 1890.561035
	Iteration 8F: 3 clusters Score -55301.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Entering Unmasked Estep 
Score: -6868536.500000 Penalty: 1774.058960
	Iteration 0F: 2 clusters Score -6868536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -6832037.500000 Penalty: 3548.117920
	Iteration 0F: 3 clusters Score -6832038 nChanged 25838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -6847125.000000 Penalty: 3548.117920
	Iteration 1F: 3 clusters Score -6847125 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -6848528.000000 Penalty: 3548.117920
	Iteration 2F: 3 clusters Score -6848528 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -6850526.500000 Penalty: 3548.117920
	Iteration 3F: 3 clusters Score -6850526 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -6853491.500000 Penalty: 3548.117920
	Iteration 4F: 3 clusters Score -6853492 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -6857300.500000 Penalty: 3548.117920
	Iteration 5F: 3 clusters Score -6857300 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -6860782.500000 Penalty: 3548.117920
	Iteration 6F: 3 clusters Score -6860782 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -6862817.500000 Penalty: 3548.117920
	Iteration 7Q: 3 clusters Score -6862818 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -6863758.500000 Penalty: 3548.117920
	Iteration 8Q: 3 clusters Score -6863758 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -6864327.500000 Penalty: 3548.117920
	Iteration 9Q: 3 clusters Score -6864328 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -6864803.000000 Penalty: 3548.117920
	Iteration 10Q: 3 clusters Score -6864803 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -6865231.500000 Penalty: 3548.117920
	Iteration 11Q: 3 clusters Score -6865232 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -6865554.000000 Penalty: 3548.117920
	Iteration 12Q: 3 clusters Score -6865554 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -6865873.000000 Penalty: 3548.117920
	Iteration 13Q: 3 clusters Score -6865873 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -6866167.000000 Penalty: 3548.117920
	Iteration 14Q: 3 clusters Score -6866167 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -6866379.000000 Penalty: 3548.117920
	Iteration 15Q: 3 clusters Score -6866379 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -6866621.000000 Penalty: 3548.117920
	Iteration 16Q: 3 clusters Score -6866621 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -6866812.500000 Penalty: 3548.117920
	Iteration 17Q: 3 clusters Score -6866812 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -6866911.500000 Penalty: 3548.117920
	Iteration 18Q: 3 clusters Score -6866912 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -6867029.500000 Penalty: 3548.117920
	Iteration 19Q: 3 clusters Score -6867030 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -6867115.000000 Penalty: 3548.117920
	Iteration 20F: 3 clusters Score -6867115 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6867167.000000 Penalty: 3548.117920
	Iteration 21Q: 3 clusters Score -6867167 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6867234.000000 Penalty: 3548.117920
	Iteration 22Q: 3 clusters Score -6867234 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6867304.000000 Penalty: 3548.117920
	Iteration 23Q: 3 clusters Score -6867304 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6867340.000000 Penalty: 3548.117920
	Iteration 24Q: 3 clusters Score -6867340 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6867367.000000 Penalty: 3548.117920
	Iteration 25Q: 3 clusters Score -6867367 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6867371.000000 Penalty: 3548.117920
	Iteration 26Q: 3 clusters Score -6867371 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6867370.500000 Penalty: 3548.117920
	Iteration 27Q: 3 clusters Score -6867370 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6867404.500000 Penalty: 3548.117920
	Iteration 28Q: 3 clusters Score -6867404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6867413.500000 Penalty: 3548.117920
	Iteration 29Q: 3 clusters Score -6867414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6867442.500000 Penalty: 3548.117920
	Iteration 30Q: 3 clusters Score -6867442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6867444.000000 Penalty: 3548.117920
	Iteration 31Q: 3 clusters Score -6867444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6867448.000000 Penalty: 3548.117920
	Iteration 32Q: 3 clusters Score -6867448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6867461.500000 Penalty: 3548.117920
	Iteration 33Q: 3 clusters Score -6867462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6867471.500000 Penalty: 3548.117920
	Iteration 34Q: 3 clusters Score -6867472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54250 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6867475.000000 Penalty: 3548.117920
	Iteration 35Q: 3 clusters Score -6867475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54263 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6867479.500000 Penalty: 3548.117920
	Iteration 36Q: 3 clusters Score -6867480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6867484.500000 Penalty: 3548.117920
	Iteration 37Q: 3 clusters Score -6867484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6867488.000000 Penalty: 3548.117920
	Iteration 38Q: 3 clusters Score -6867488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6867491.000000 Penalty: 3548.117920
	Iteration 39Q: 3 clusters Score -6867491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6867492.500000 Penalty: 3548.117920
	Iteration 40F: 3 clusters Score -6867492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6867492.500000 Penalty: 3548.117920
	Iteration 41Q: 3 clusters Score -6867492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6867493.500000 Penalty: 3548.117920
	Iteration 42Q: 3 clusters Score -6867494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6867493.500000 Penalty: 3548.117920
	Iteration 43Q: 3 clusters Score -6867494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6867491.500000 Penalty: 3548.117920
	Iteration 44Q: 3 clusters Score -6867492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6867491.500000 Penalty: 3548.117920
	Iteration 45Q: 3 clusters Score -6867492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54340 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6867494.500000 Penalty: 3548.117920
	Iteration 46Q: 3 clusters Score -6867494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6867492.500000 Penalty: 3548.117920
	Iteration 47Q: 3 clusters Score -6867492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6867491.500000 Penalty: 3548.117920
	Iteration 48Q: 3 clusters Score -6867492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6867485.500000 Penalty: 3548.117920
	Iteration 49Q: 3 clusters Score -6867486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6867490.000000 Penalty: 3548.117920
	Iteration 50Q: 3 clusters Score -6867490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6867496.000000 Penalty: 3548.117920
	Iteration 51Q: 3 clusters Score -6867496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6867486.500000 Penalty: 3548.117920
	Iteration 52Q: 3 clusters Score -6867486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6867498.500000 Penalty: 3548.117920
	Iteration 53Q: 3 clusters Score -6867498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6867497.000000 Penalty: 3548.117920
	Iteration 54Q: 3 clusters Score -6867497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6867495.000000 Penalty: 3548.117920
	Iteration 55Q: 3 clusters Score -6867495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6867490.000000 Penalty: 3548.117920
	Iteration 56Q: 3 clusters Score -6867490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6867487.500000 Penalty: 3548.117920
	Iteration 57Q: 3 clusters Score -6867488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6867493.000000 Penalty: 3548.117920
	Iteration 58Q: 3 clusters Score -6867493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6867493.000000 Penalty: 3548.117920
	Iteration 59Q: 3 clusters Score -6867493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6867494.500000 Penalty: 3548.117920
	Iteration 60F: 3 clusters Score -6867494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6867494.500000 Penalty: 3548.117920
	Iteration 61Q: 3 clusters Score -6867494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6867496.500000 Penalty: 3548.117920
	Iteration 62Q: 3 clusters Score -6867496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6867499.500000 Penalty: 3548.117920
	Iteration 63Q: 3 clusters Score -6867500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6867498.000000 Penalty: 3548.117920
	Iteration 64Q: 3 clusters Score -6867498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6867495.500000 Penalty: 3548.117920
	Iteration 65Q: 3 clusters Score -6867496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6867496.500000 Penalty: 3548.117920
	Iteration 66Q: 3 clusters Score -6867496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6867496.500000 Penalty: 3548.117920
	Iteration 67F: 3 clusters Score -6867496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 31520 members 
Mstep: Class 5 contains 6415 members 
Mstep: Class 6 contains 35329 members 
Mstep: Class 7 contains 69118 members 
Mstep: Class 8 contains 72693 members 
Mstep: Class 9 contains 76076 members 
Mstep: Class 10 contains 43893 members 
Mstep: Class 11 contains 40308 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64739 members 
Mstep: Class 19 contains 51785 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586424.000000 Penalty: 34682.753906
Iteration 359Q: 17 clusters Score -7.558642e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 31537 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 35339 members 
Mstep: Class 7 contains 69111 members 
Mstep: Class 8 contains 72683 members 
Mstep: Class 9 contains 76079 members 
Mstep: Class 10 contains 43890 members 
Mstep: Class 11 contains 40294 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64749 members 
Mstep: Class 19 contains 51788 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586416.000000 Penalty: 34682.753906
Iteration 360F: 17 clusters Score -7.558642e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69621 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 31550 members 
Mstep: Class 5 contains 6420 members 
Mstep: Class 6 contains 35347 members 
Mstep: Class 7 contains 69102 members 
Mstep: Class 8 contains 72691 members 
Mstep: Class 9 contains 76070 members 
Mstep: Class 10 contains 43887 members 
Mstep: Class 11 contains 40284 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64762 members 
Mstep: Class 19 contains 51800 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586280.000000 Penalty: 34682.753906
Iteration 361Q: 17 clusters Score -7.558628e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69558 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 31566 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 35370 members 
Mstep: Class 7 contains 69080 members 
Mstep: Class 8 contains 72693 members 
Mstep: Class 9 contains 76067 members 
Mstep: Class 10 contains 43882 members 
Mstep: Class 11 contains 40285 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64786 members 
Mstep: Class 19 contains 51799 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586216.000000 Penalty: 34682.753906
Iteration 362Q: 17 clusters Score -7.558622e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 31571 members 
Mstep: Class 5 contains 6423 members 
Mstep: Class 6 contains 35380 members 
Mstep: Class 7 contains 69077 members 
Mstep: Class 8 contains 72717 members 
Mstep: Class 9 contains 76072 members 
Mstep: Class 10 contains 43869 members 
Mstep: Class 11 contains 40298 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64808 members 
Mstep: Class 19 contains 51796 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586264.000000 Penalty: 34682.753906
Iteration 363Q: 17 clusters Score -7.558626e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 31580 members 
Mstep: Class 5 contains 6424 members 
Mstep: Class 6 contains 35389 members 
Mstep: Class 7 contains 69064 members 
Mstep: Class 8 contains 72733 members 
Mstep: Class 9 contains 76070 members 
Mstep: Class 10 contains 43860 members 
Mstep: Class 11 contains 40309 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64826 members 
Mstep: Class 19 contains 51797 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586272.000000 Penalty: 34682.753906
Iteration 364Q: 17 clusters Score -7.558627e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 31584 members 
Mstep: Class 5 contains 6429 members 
Mstep: Class 6 contains 35403 members 
Mstep: Class 7 contains 69052 members 
Mstep: Class 8 contains 72719 members 
Mstep: Class 9 contains 76065 members 
Mstep: Class 10 contains 43859 members 
Mstep: Class 11 contains 40311 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64852 members 
Mstep: Class 19 contains 51802 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586248.000000 Penalty: 34682.753906
Iteration 365Q: 17 clusters Score -7.558625e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 31589 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 35422 members 
Mstep: Class 7 contains 69050 members 
Mstep: Class 8 contains 72676 members 
Mstep: Class 9 contains 76075 members 
Mstep: Class 10 contains 43861 members 
Mstep: Class 11 contains 40327 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64871 members 
Mstep: Class 19 contains 51803 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586336.000000 Penalty: 34682.753906
Iteration 366Q: 17 clusters Score -7.558634e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69226 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2807 members 
Mstep: Class 4 contains 31593 members 
Mstep: Class 5 contains 6440 members 
Mstep: Class 6 contains 35450 members 
Mstep: Class 7 contains 69052 members 
Mstep: Class 8 contains 72661 members 
Mstep: Class 9 contains 76080 members 
Mstep: Class 10 contains 43846 members 
Mstep: Class 11 contains 40334 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64899 members 
Mstep: Class 19 contains 51815 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586272.000000 Penalty: 34682.753906
Iteration 367Q: 17 clusters Score -7.558627e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69172 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2807 members 
Mstep: Class 4 contains 31603 members 
Mstep: Class 5 contains 6441 members 
Mstep: Class 6 contains 35471 members 
Mstep: Class 7 contains 69050 members 
Mstep: Class 8 contains 72638 members 
Mstep: Class 9 contains 76079 members 
Mstep: Class 10 contains 43837 members 
Mstep: Class 11 contains 40343 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64915 members 
Mstep: Class 19 contains 51824 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586256.000000 Penalty: 34682.753906
Iteration 368Q: 17 clusters Score -7.558626e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69134 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2807 members 
Mstep: Class 4 contains 31616 members 
Mstep: Class 5 contains 6443 members 
Mstep: Class 6 contains 35488 members 
Mstep: Class 7 contains 69047 members 
Mstep: Class 8 contains 72571 members 
Mstep: Class 9 contains 76089 members 
Mstep: Class 10 contains 43834 members 
Mstep: Class 11 contains 40351 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64943 members 
Mstep: Class 19 contains 51831 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75586056.000000 Penalty: 34682.753906
Iteration 369Q: 17 clusters Score -7.558606e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 31629 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 35500 members 
Mstep: Class 7 contains 69036 members 
Mstep: Class 8 contains 72529 members 
Mstep: Class 9 contains 76100 members 
Mstep: Class 10 contains 43821 members 
Mstep: Class 11 contains 40357 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64947 members 
Mstep: Class 19 contains 51851 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585848.000000 Penalty: 34682.753906
Iteration 370Q: 17 clusters Score -7.558585e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69093 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 31640 members 
Mstep: Class 5 contains 6446 members 
Mstep: Class 6 contains 35514 members 
Mstep: Class 7 contains 69037 members 
Mstep: Class 8 contains 72486 members 
Mstep: Class 9 contains 76110 members 
Mstep: Class 10 contains 43818 members 
Mstep: Class 11 contains 40362 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64944 members 
Mstep: Class 19 contains 51860 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585816.000000 Penalty: 34682.753906
Iteration 371Q: 17 clusters Score -7.558582e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 31657 members 
Mstep: Class 5 contains 6447 members 
Mstep: Class 6 contains 35509 members 
Mstep: Class 7 contains 69035 members 
Mstep: Class 8 contains 72477 members 
Mstep: Class 9 contains 76110 members 
Mstep: Class 10 contains 43812 members 
Mstep: Class 11 contains 40363 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64941 members 
Mstep: Class 19 contains 51870 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585864.000000 Penalty: 34682.753906
Iteration 372Q: 17 clusters Score -7.558586e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69064 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 31660 members 
Mstep: Class 5 contains 6450 members 
Mstep: Class 6 contains 35505 members 
Mstep: Class 7 contains 69029 members 
Mstep: Class 8 contains 72494 members 
Mstep: Class 9 contains 76115 members 
Mstep: Class 10 contains 43807 members 
Mstep: Class 11 contains 40360 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64925 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585736.000000 Penalty: 34682.753906
Iteration 373Q: 17 clusters Score -7.558574e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69049 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 31672 members 
Mstep: Class 5 contains 6456 members 
Mstep: Class 6 contains 35511 members 
Mstep: Class 7 contains 69027 members 
Mstep: Class 8 contains 72501 members 
Mstep: Class 9 contains 76120 members 
Mstep: Class 10 contains 43794 members 
Mstep: Class 11 contains 40362 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64906 members 
Mstep: Class 19 contains 51873 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585760.000000 Penalty: 34682.753906
Iteration 374Q: 17 clusters Score -7.558576e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 31697 members 
Mstep: Class 5 contains 6460 members 
Mstep: Class 6 contains 35512 members 
Mstep: Class 7 contains 69042 members 
Mstep: Class 8 contains 72473 members 
Mstep: Class 9 contains 76118 members 
Mstep: Class 10 contains 43786 members 
Mstep: Class 11 contains 40355 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64896 members 
Mstep: Class 19 contains 51870 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585768.000000 Penalty: 34682.753906
Iteration 375Q: 17 clusters Score -7.558577e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69002 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 31728 members 
Mstep: Class 5 contains 6462 members 
Mstep: Class 6 contains 35518 members 
Mstep: Class 7 contains 69038 members 
Mstep: Class 8 contains 72473 members 
Mstep: Class 9 contains 76110 members 
Mstep: Class 10 contains 43774 members 
Mstep: Class 11 contains 40347 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64891 members 
Mstep: Class 19 contains 51868 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585704.000000 Penalty: 34682.753906
Iteration 376Q: 17 clusters Score -7.55857e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 31751 members 
Mstep: Class 5 contains 6466 members 
Mstep: Class 6 contains 35524 members 
Mstep: Class 7 contains 69036 members 
Mstep: Class 8 contains 72445 members 
Mstep: Class 9 contains 76105 members 
Mstep: Class 10 contains 43767 members 
Mstep: Class 11 contains 40346 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64891 members 
Mstep: Class 19 contains 51866 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585696.000000 Penalty: 34682.753906
Iteration 377Q: 17 clusters Score -7.55857e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69022 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 31767 members 
Mstep: Class 5 contains 6471 members 
Mstep: Class 6 contains 35527 members 
Mstep: Class 7 contains 69033 members 
Mstep: Class 8 contains 72420 members 
Mstep: Class 9 contains 76101 members 
Mstep: Class 10 contains 43752 members 
Mstep: Class 11 contains 40348 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64903 members 
Mstep: Class 19 contains 51868 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585600.000000 Penalty: 34682.753906
Iteration 378Q: 17 clusters Score -7.55856e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 31777 members 
Mstep: Class 5 contains 6475 members 
Mstep: Class 6 contains 35529 members 
Mstep: Class 7 contains 69048 members 
Mstep: Class 8 contains 72410 members 
Mstep: Class 9 contains 76092 members 
Mstep: Class 10 contains 43741 members 
Mstep: Class 11 contains 40347 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64903 members 
Mstep: Class 19 contains 51887 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585560.000000 Penalty: 34682.753906
Iteration 379Q: 17 clusters Score -7.558556e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68985 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 31779 members 
Mstep: Class 5 contains 6481 members 
Mstep: Class 6 contains 35520 members 
Mstep: Class 7 contains 69053 members 
Mstep: Class 8 contains 72393 members 
Mstep: Class 9 contains 76090 members 
Mstep: Class 10 contains 43729 members 
Mstep: Class 11 contains 40348 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64914 members 
Mstep: Class 19 contains 51895 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585520.000000 Penalty: 34682.753906
Iteration 380F: 17 clusters Score -7.558552e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 31780 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 35514 members 
Mstep: Class 7 contains 69064 members 
Mstep: Class 8 contains 72380 members 
Mstep: Class 9 contains 76091 members 
Mstep: Class 10 contains 43711 members 
Mstep: Class 11 contains 40352 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64919 members 
Mstep: Class 19 contains 51903 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585576.000000 Penalty: 34682.753906
Iteration 381Q: 17 clusters Score -7.558558e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68972 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2809 members 
Mstep: Class 4 contains 31774 members 
Mstep: Class 5 contains 6490 members 
Mstep: Class 6 contains 35508 members 
Mstep: Class 7 contains 69066 members 
Mstep: Class 8 contains 72357 members 
Mstep: Class 9 contains 76093 members 
Mstep: Class 10 contains 43701 members 
Mstep: Class 11 contains 40359 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64925 members 
Mstep: Class 19 contains 51906 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585456.000000 Penalty: 34682.753906
Iteration 382Q: 17 clusters Score -7.558546e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 31776 members 
Mstep: Class 5 contains 6493 members 
Mstep: Class 6 contains 35502 members 
Mstep: Class 7 contains 69066 members 
Mstep: Class 8 contains 72345 members 
Mstep: Class 9 contains 76091 members 
Mstep: Class 10 contains 43686 members 
Mstep: Class 11 contains 40365 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64929 members 
Mstep: Class 19 contains 51911 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585480.000000 Penalty: 34682.753906
Iteration 383Q: 17 clusters Score -7.558548e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68984 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 31784 members 
Mstep: Class 5 contains 6496 members 
Mstep: Class 6 contains 35482 members 
Mstep: Class 7 contains 69081 members 
Mstep: Class 8 contains 72311 members 
Mstep: Class 9 contains 76086 members 
Mstep: Class 10 contains 43681 members 
Mstep: Class 11 contains 40370 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64926 members 
Mstep: Class 19 contains 51925 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585520.000000 Penalty: 34682.753906
Iteration 384Q: 17 clusters Score -7.558552e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 31799 members 
Mstep: Class 5 contains 6499 members 
Mstep: Class 6 contains 35461 members 
Mstep: Class 7 contains 69094 members 
Mstep: Class 8 contains 72272 members 
Mstep: Class 9 contains 76078 members 
Mstep: Class 10 contains 43668 members 
Mstep: Class 11 contains 40370 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64935 members 
Mstep: Class 19 contains 51940 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585600.000000 Penalty: 34682.753906
Iteration 385Q: 17 clusters Score -7.55856e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69003 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 31798 members 
Mstep: Class 5 contains 6504 members 
Mstep: Class 6 contains 35444 members 
Mstep: Class 7 contains 69095 members 
Mstep: Class 8 contains 72225 members 
Mstep: Class 9 contains 76073 members 
Mstep: Class 10 contains 43657 members 
Mstep: Class 11 contains 40382 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64947 members 
Mstep: Class 19 contains 51948 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585552.000000 Penalty: 34682.753906
Iteration 386Q: 17 clusters Score -7.558555e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68992 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 31790 members 
Mstep: Class 5 contains 6511 members 
Mstep: Class 6 contains 35427 members 
Mstep: Class 7 contains 69097 members 
Mstep: Class 8 contains 72194 members 
Mstep: Class 9 contains 76078 members 
Mstep: Class 10 contains 43653 members 
Mstep: Class 11 contains 40392 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64961 members 
Mstep: Class 19 contains 51947 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585616.000000 Penalty: 34682.753906
Iteration 387Q: 17 clusters Score -7.558562e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 31788 members 
Mstep: Class 5 contains 6515 members 
Mstep: Class 6 contains 35422 members 
Mstep: Class 7 contains 69100 members 
Mstep: Class 8 contains 72166 members 
Mstep: Class 9 contains 76073 members 
Mstep: Class 10 contains 43641 members 
Mstep: Class 11 contains 40398 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64975 members 
Mstep: Class 19 contains 51955 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585584.000000 Penalty: 34682.753906
Iteration 388Q: 17 clusters Score -7.558558e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 31773 members 
Mstep: Class 5 contains 6521 members 
Mstep: Class 6 contains 35416 members 
Mstep: Class 7 contains 69105 members 
Mstep: Class 8 contains 72145 members 
Mstep: Class 9 contains 76071 members 
Mstep: Class 10 contains 43630 members 
Mstep: Class 11 contains 40409 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64979 members 
Mstep: Class 19 contains 51961 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585544.000000 Penalty: 34682.753906
Iteration 389Q: 17 clusters Score -7.558554e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 31755 members 
Mstep: Class 5 contains 6528 members 
Mstep: Class 6 contains 35416 members 
Mstep: Class 7 contains 69110 members 
Mstep: Class 8 contains 72146 members 
Mstep: Class 9 contains 76073 members 
Mstep: Class 10 contains 43627 members 
Mstep: Class 11 contains 40416 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64971 members 
Mstep: Class 19 contains 51973 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585440.000000 Penalty: 34682.753906
Iteration 390Q: 17 clusters Score -7.558544e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 31735 members 
Mstep: Class 5 contains 6536 members 
Mstep: Class 6 contains 35421 members 
Mstep: Class 7 contains 69120 members 
Mstep: Class 8 contains 72153 members 
Mstep: Class 9 contains 76080 members 
Mstep: Class 10 contains 43622 members 
Mstep: Class 11 contains 40422 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64968 members 
Mstep: Class 19 contains 51980 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585416.000000 Penalty: 34682.753906
Iteration 391Q: 17 clusters Score -7.558542e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68834 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 31723 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 35422 members 
Mstep: Class 7 contains 69126 members 
Mstep: Class 8 contains 72149 members 
Mstep: Class 9 contains 76093 members 
Mstep: Class 10 contains 43617 members 
Mstep: Class 11 contains 40421 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64962 members 
Mstep: Class 19 contains 51995 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585368.000000 Penalty: 34682.753906
Iteration 392Q: 17 clusters Score -7.558537e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68804 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 31717 members 
Mstep: Class 5 contains 6561 members 
Mstep: Class 6 contains 35436 members 
Mstep: Class 7 contains 69122 members 
Mstep: Class 8 contains 72116 members 
Mstep: Class 9 contains 76107 members 
Mstep: Class 10 contains 43609 members 
Mstep: Class 11 contains 40427 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64944 members 
Mstep: Class 19 contains 52005 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585344.000000 Penalty: 34682.753906
Iteration 393Q: 17 clusters Score -7.558534e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68762 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 31714 members 
Mstep: Class 5 contains 6568 members 
Mstep: Class 6 contains 35445 members 
Mstep: Class 7 contains 69124 members 
Mstep: Class 8 contains 72092 members 
Mstep: Class 9 contains 76121 members 
Mstep: Class 10 contains 43596 members 
Mstep: Class 11 contains 40434 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64934 members 
Mstep: Class 19 contains 52030 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585456.000000 Penalty: 34682.753906
Iteration 394Q: 17 clusters Score -7.558546e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 31708 members 
Mstep: Class 5 contains 6573 members 
Mstep: Class 6 contains 35449 members 
Mstep: Class 7 contains 69123 members 
Mstep: Class 8 contains 72067 members 
Mstep: Class 9 contains 76127 members 
Mstep: Class 10 contains 43596 members 
Mstep: Class 11 contains 40435 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64929 members 
Mstep: Class 19 contains 52051 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585416.000000 Penalty: 34682.753906
Iteration 395Q: 17 clusters Score -7.558542e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 31697 members 
Mstep: Class 5 contains 6577 members 
Mstep: Class 6 contains 35441 members 
Mstep: Class 7 contains 69122 members 
Mstep: Class 8 contains 72073 members 
Mstep: Class 9 contains 76128 members 
Mstep: Class 10 contains 43593 members 
Mstep: Class 11 contains 40443 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64910 members 
Mstep: Class 19 contains 52055 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585344.000000 Penalty: 34682.753906
Iteration 396Q: 17 clusters Score -7.558534e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 31684 members 
Mstep: Class 5 contains 6584 members 
Mstep: Class 6 contains 35447 members 
Mstep: Class 7 contains 69124 members 
Mstep: Class 8 contains 72055 members 
Mstep: Class 9 contains 76129 members 
Mstep: Class 10 contains 43592 members 
Mstep: Class 11 contains 40446 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64894 members 
Mstep: Class 19 contains 52051 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585296.000000 Penalty: 34682.753906
Iteration 397Q: 17 clusters Score -7.55853e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 31667 members 
Mstep: Class 5 contains 6587 members 
Mstep: Class 6 contains 35440 members 
Mstep: Class 7 contains 69114 members 
Mstep: Class 8 contains 72057 members 
Mstep: Class 9 contains 76128 members 
Mstep: Class 10 contains 43595 members 
Mstep: Class 11 contains 40438 members 
Mstep: Class 12 contains 694 members 
Mstep: Class 18 contains 64883 members 
Mstep: Class 19 contains 52074 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585272.000000 Penalty: 34682.753906
Iteration 398Q: 17 clusters Score -7.558527e+07 nChanged 510
Entering ConstructFrom: 
Score: -75585272.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (68704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Entering Unmasked Estep 
Score: -8546942.000000 Penalty: 1809.854004
	Iteration 0F: 2 clusters Score -8546942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -8502293.000000 Penalty: 3619.708008
	Iteration 0F: 3 clusters Score -8502293 nChanged 32499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -8520711.000000 Penalty: 3619.708008
	Iteration 1F: 3 clusters Score -8520711 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -8521176.000000 Penalty: 3619.708008
	Iteration 2Q: 3 clusters Score -8521176 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -8521845.000000 Penalty: 3619.708008
	Iteration 3Q: 3 clusters Score -8521845 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -8522898.000000 Penalty: 3619.708008
	Iteration 4Q: 3 clusters Score -8522898 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -8524662.000000 Penalty: 3619.708008
	Iteration 5F: 3 clusters Score -8524662 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -8528003.000000 Penalty: 3619.708008
	Iteration 6F: 3 clusters Score -8528003 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -8533153.000000 Penalty: 3619.708008
	Iteration 7F: 3 clusters Score -8533153 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -8538943.000000 Penalty: 3619.708008
	Iteration 8F: 3 clusters Score -8538943 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 66216 members 
Entering Unmasked Estep 
Score: -8542954.000000 Penalty: 3619.708008
	Iteration 9F: 3 clusters Score -8542954 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 67943 members 
Entering Unmasked Estep 
Score: -8544564.000000 Penalty: 3619.708008
	Iteration 10Q: 3 clusters Score -8544564 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -8545082.000000 Penalty: 3619.708008
	Iteration 11Q: 3 clusters Score -8545082 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -8545217.000000 Penalty: 3619.708008
	Iteration 12Q: 3 clusters Score -8545217 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 68570 members 
Entering Unmasked Estep 
Score: -8545274.000000 Penalty: 3619.708008
	Iteration 13Q: 3 clusters Score -8545274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 68577 members 
Entering Unmasked Estep 
Score: -8545307.000000 Penalty: 3619.708008
	Iteration 14Q: 3 clusters Score -8545307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 68580 members 
Entering Unmasked Estep 
Score: -8545316.000000 Penalty: 3619.708008
	Iteration 15Q: 3 clusters Score -8545316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 68579 members 
Entering Unmasked Estep 
Score: -8545321.000000 Penalty: 3619.708008
	Iteration 16Q: 3 clusters Score -8545321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -8545321.000000 Penalty: 3619.708008
	Iteration 17Q: 3 clusters Score -8545321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -8545321.000000 Penalty: 3619.708008
	Iteration 18F: 3 clusters Score -8545321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -82726.445312 Penalty: 1077.700317
	Iteration 0F: 2 clusters Score -82726.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81499.242188 Penalty: 2155.400635
	Iteration 0F: 3 clusters Score -81499.24 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81737.531250 Penalty: 2155.400635
	Iteration 1F: 3 clusters Score -81737.53 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -81802.242188 Penalty: 2155.400635
	Iteration 2F: 3 clusters Score -81802.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81833.570312 Penalty: 2155.400635
	Iteration 3Q: 3 clusters Score -81833.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -81865.421875 Penalty: 2155.400635
	Iteration 4Q: 3 clusters Score -81865.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -81890.593750 Penalty: 2155.400635
	Iteration 5Q: 3 clusters Score -81890.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -81917.250000 Penalty: 2155.400635
	Iteration 6Q: 3 clusters Score -81917.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -81946.039062 Penalty: 2155.400635
	Iteration 7Q: 3 clusters Score -81946.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -81966.976562 Penalty: 2155.400635
	Iteration 8Q: 3 clusters Score -81966.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -81989.671875 Penalty: 2155.400635
	Iteration 9Q: 3 clusters Score -81989.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -82011.632812 Penalty: 2155.400635
	Iteration 10Q: 3 clusters Score -82011.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -82035.789062 Penalty: 2155.400635
	Iteration 11Q: 3 clusters Score -82035.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -82051.500000 Penalty: 2155.400635
	Iteration 12Q: 3 clusters Score -82051.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -82066.820312 Penalty: 2155.400635
	Iteration 13Q: 3 clusters Score -82066.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -82074.781250 Penalty: 2155.400635
	Iteration 14Q: 3 clusters Score -82074.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -82080.515625 Penalty: 2155.400635
	Iteration 15Q: 3 clusters Score -82080.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -82084.460938 Penalty: 2155.400635
	Iteration 16Q: 3 clusters Score -82084.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -82084.460938 Penalty: 2155.400635
	Iteration 17F: 3 clusters Score -82084.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -346376.750000 Penalty: 1290.229126
	Iteration 0F: 2 clusters Score -346376.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -343804.218750 Penalty: 2580.458252
	Iteration 0F: 3 clusters Score -343804.2 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -344353.281250 Penalty: 2580.458252
	Iteration 1F: 3 clusters Score -344353.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -344480.718750 Penalty: 2580.458252
	Iteration 2F: 3 clusters Score -344480.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -344560.562500 Penalty: 2580.458252
	Iteration 3Q: 3 clusters Score -344560.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -344615.718750 Penalty: 2580.458252
	Iteration 4Q: 3 clusters Score -344615.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -344669.312500 Penalty: 2580.458252
	Iteration 5Q: 3 clusters Score -344669.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -344709.687500 Penalty: 2580.458252
	Iteration 6Q: 3 clusters Score -344709.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -344739.843750 Penalty: 2580.458252
	Iteration 7Q: 3 clusters Score -344739.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -344769.437500 Penalty: 2580.458252
	Iteration 8Q: 3 clusters Score -344769.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -344796.343750 Penalty: 2580.458252
	Iteration 9Q: 3 clusters Score -344796.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -344820.218750 Penalty: 2580.458252
	Iteration 10Q: 3 clusters Score -344820.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -344841.562500 Penalty: 2580.458252
	Iteration 11Q: 3 clusters Score -344841.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -344858.750000 Penalty: 2580.458252
	Iteration 12Q: 3 clusters Score -344858.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -344880.562500 Penalty: 2580.458252
	Iteration 13Q: 3 clusters Score -344880.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -344901.750000 Penalty: 2580.458252
	Iteration 14Q: 3 clusters Score -344901.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -344920.125000 Penalty: 2580.458252
	Iteration 15Q: 3 clusters Score -344920.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -344939.437500 Penalty: 2580.458252
	Iteration 16Q: 3 clusters Score -344939.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -344960.031250 Penalty: 2580.458252
	Iteration 17Q: 3 clusters Score -344960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -344988.562500 Penalty: 2580.458252
	Iteration 18Q: 3 clusters Score -344988.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -345017.812500 Penalty: 2580.458252
	Iteration 19Q: 3 clusters Score -345017.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -345049.937500 Penalty: 2580.458252
	Iteration 20F: 3 clusters Score -345049.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -345068.781250 Penalty: 2580.458252
	Iteration 21Q: 3 clusters Score -345068.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -345084.843750 Penalty: 2580.458252
	Iteration 22Q: 3 clusters Score -345084.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -345107.187500 Penalty: 2580.458252
	Iteration 23Q: 3 clusters Score -345107.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -345130.906250 Penalty: 2580.458252
	Iteration 24Q: 3 clusters Score -345130.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -345149.000000 Penalty: 2580.458252
	Iteration 25Q: 3 clusters Score -345149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -345157.343750 Penalty: 2580.458252
	Iteration 26Q: 3 clusters Score -345157.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -345161.468750 Penalty: 2580.458252
	Iteration 27Q: 3 clusters Score -345161.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -345166.656250 Penalty: 2580.458252
	Iteration 28Q: 3 clusters Score -345166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -345171.031250 Penalty: 2580.458252
	Iteration 29Q: 3 clusters Score -345171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -345175.843750 Penalty: 2580.458252
	Iteration 30Q: 3 clusters Score -345175.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -345181.343750 Penalty: 2580.458252
	Iteration 31Q: 3 clusters Score -345181.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -345186.937500 Penalty: 2580.458252
	Iteration 32Q: 3 clusters Score -345186.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -345190.812500 Penalty: 2580.458252
	Iteration 33Q: 3 clusters Score -345190.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -345191.687500 Penalty: 2580.458252
	Iteration 34Q: 3 clusters Score -345191.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -345192.000000 Penalty: 2580.458252
	Iteration 35Q: 3 clusters Score -345192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -345192.000000 Penalty: 2580.458252
	Iteration 36F: 3 clusters Score -345192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Entering Unmasked Estep 
Score: -3831419.750000 Penalty: 1683.930908
	Iteration 0F: 2 clusters Score -3831420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -3810207.500000 Penalty: 3367.861816
	Iteration 0F: 3 clusters Score -3810208 nChanged 14661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3818296.750000 Penalty: 3367.861816
	Iteration 1F: 3 clusters Score -3818297 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3818652.750000 Penalty: 3367.861816
	Iteration 2Q: 3 clusters Score -3818653 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -3818964.750000 Penalty: 3367.861816
	Iteration 3Q: 3 clusters Score -3818965 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3819328.250000 Penalty: 3367.861816
	Iteration 4Q: 3 clusters Score -3819328 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -3819727.500000 Penalty: 3367.861816
	Iteration 5Q: 3 clusters Score -3819728 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -3820170.750000 Penalty: 3367.861816
	Iteration 6Q: 3 clusters Score -3820171 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -3820753.750000 Penalty: 3367.861816
	Iteration 7Q: 3 clusters Score -3820754 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -3821502.750000 Penalty: 3367.861816
	Iteration 8Q: 3 clusters Score -3821503 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3822475.500000 Penalty: 3367.861816
	Iteration 9Q: 3 clusters Score -3822476 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -3823650.750000 Penalty: 3367.861816
	Iteration 10F: 3 clusters Score -3823651 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -3824723.000000 Penalty: 3367.861816
	Iteration 11F: 3 clusters Score -3824723 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -3825555.250000 Penalty: 3367.861816
	Iteration 12Q: 3 clusters Score -3825555 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -3826111.000000 Penalty: 3367.861816
	Iteration 13Q: 3 clusters Score -3826111 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -3826568.500000 Penalty: 3367.861816
	Iteration 14Q: 3 clusters Score -3826568 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3827022.000000 Penalty: 3367.861816
	Iteration 15Q: 3 clusters Score -3827022 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -3827497.250000 Penalty: 3367.861816
	Iteration 16Q: 3 clusters Score -3827497 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3827975.000000 Penalty: 3367.861816
	Iteration 17Q: 3 clusters Score -3827975 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3828459.000000 Penalty: 3367.861816
	Iteration 18Q: 3 clusters Score -3828459 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -3828893.500000 Penalty: 3367.861816
	Iteration 19Q: 3 clusters Score -3828894 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -3829206.750000 Penalty: 3367.861816
	Iteration 20F: 3 clusters Score -3829207 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -3829415.750000 Penalty: 3367.861816
	Iteration 21Q: 3 clusters Score -3829416 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -3829592.500000 Penalty: 3367.861816
	Iteration 22Q: 3 clusters Score -3829592 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3829702.500000 Penalty: 3367.861816
	Iteration 23Q: 3 clusters Score -3829702 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3829808.500000 Penalty: 3367.861816
	Iteration 24Q: 3 clusters Score -3829808 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -3829884.500000 Penalty: 3367.861816
	Iteration 25Q: 3 clusters Score -3829884 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -3829946.000000 Penalty: 3367.861816
	Iteration 26Q: 3 clusters Score -3829946 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -3829989.750000 Penalty: 3367.861816
	Iteration 27Q: 3 clusters Score -3829990 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3830014.750000 Penalty: 3367.861816
	Iteration 28Q: 3 clusters Score -3830015 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -3830053.500000 Penalty: 3367.861816
	Iteration 29Q: 3 clusters Score -3830054 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -3830080.250000 Penalty: 3367.861816
	Iteration 30Q: 3 clusters Score -3830080 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3830102.500000 Penalty: 3367.861816
	Iteration 31Q: 3 clusters Score -3830102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -3830107.250000 Penalty: 3367.861816
	Iteration 32Q: 3 clusters Score -3830107 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -3830123.500000 Penalty: 3367.861816
	Iteration 33Q: 3 clusters Score -3830124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -3830139.750000 Penalty: 3367.861816
	Iteration 34Q: 3 clusters Score -3830140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -3830151.750000 Penalty: 3367.861816
	Iteration 35Q: 3 clusters Score -3830152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3830157.250000 Penalty: 3367.861816
	Iteration 36Q: 3 clusters Score -3830157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -3830157.000000 Penalty: 3367.861816
	Iteration 37Q: 3 clusters Score -3830157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -3830178.000000 Penalty: 3367.861816
	Iteration 38Q: 3 clusters Score -3830178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -3830185.500000 Penalty: 3367.861816
	Iteration 39Q: 3 clusters Score -3830186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -3830182.500000 Penalty: 3367.861816
	Iteration 40F: 3 clusters Score -3830182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -3830194.500000 Penalty: 3367.861816
	Iteration 41Q: 3 clusters Score -3830194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -3830202.500000 Penalty: 3367.861816
	Iteration 42Q: 3 clusters Score -3830202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -3830203.000000 Penalty: 3367.861816
	Iteration 43Q: 3 clusters Score -3830203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -3830214.250000 Penalty: 3367.861816
	Iteration 44Q: 3 clusters Score -3830214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -3830214.250000 Penalty: 3367.861816
	Iteration 45Q: 3 clusters Score -3830214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -3830217.250000 Penalty: 3367.861816
	Iteration 46Q: 3 clusters Score -3830217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -3830223.250000 Penalty: 3367.861816
	Iteration 47Q: 3 clusters Score -3830223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -3830220.000000 Penalty: 3367.861816
	Iteration 48Q: 3 clusters Score -3830220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -3830220.750000 Penalty: 3367.861816
	Iteration 49Q: 3 clusters Score -3830221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -3830233.750000 Penalty: 3367.861816
	Iteration 50Q: 3 clusters Score -3830234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3830238.750000 Penalty: 3367.861816
	Iteration 51Q: 3 clusters Score -3830239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -3830241.500000 Penalty: 3367.861816
	Iteration 52Q: 3 clusters Score -3830242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -3830244.250000 Penalty: 3367.861816
	Iteration 53Q: 3 clusters Score -3830244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3830242.500000 Penalty: 3367.861816
	Iteration 54Q: 3 clusters Score -3830242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -3830242.250000 Penalty: 3367.861816
	Iteration 55Q: 3 clusters Score -3830242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -3830246.250000 Penalty: 3367.861816
	Iteration 56Q: 3 clusters Score -3830246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -3830249.750000 Penalty: 3367.861816
	Iteration 57Q: 3 clusters Score -3830250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -3830249.750000 Penalty: 3367.861816
	Iteration 58Q: 3 clusters Score -3830250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -3830245.000000 Penalty: 3367.861816
	Iteration 59Q: 3 clusters Score -3830245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -3830250.750000 Penalty: 3367.861816
	Iteration 60F: 3 clusters Score -3830251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -3830248.500000 Penalty: 3367.861816
	Iteration 61Q: 3 clusters Score -3830248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -3830248.500000 Penalty: 3367.861816
	Iteration 62F: 3 clusters Score -3830248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Entering Unmasked Estep 
Score: -781131.812500 Penalty: 1428.962036
	Iteration 0F: 2 clusters Score -781131.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -776098.187500 Penalty: 2857.924072
	Iteration 0F: 3 clusters Score -776098.2 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -777500.375000 Penalty: 2857.924072
	Iteration 1F: 3 clusters Score -777500.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -777691.375000 Penalty: 2857.924072
	Iteration 2F: 3 clusters Score -777691.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -777851.937500 Penalty: 2857.924072
	Iteration 3F: 3 clusters Score -777851.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -778036.437500 Penalty: 2857.924072
	Iteration 4Q: 3 clusters Score -778036.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -778219.000000 Penalty: 2857.924072
	Iteration 5Q: 3 clusters Score -778219 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -778431.812500 Penalty: 2857.924072
	Iteration 6Q: 3 clusters Score -778431.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -778644.375000 Penalty: 2857.924072
	Iteration 7Q: 3 clusters Score -778644.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -778908.687500 Penalty: 2857.924072
	Iteration 8F: 3 clusters Score -778908.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -779183.625000 Penalty: 2857.924072
	Iteration 9F: 3 clusters Score -779183.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -779436.250000 Penalty: 2857.924072
	Iteration 10F: 3 clusters Score -779436.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -779661.687500 Penalty: 2857.924072
	Iteration 11Q: 3 clusters Score -779661.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -779817.125000 Penalty: 2857.924072
	Iteration 12Q: 3 clusters Score -779817.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -779934.500000 Penalty: 2857.924072
	Iteration 13Q: 3 clusters Score -779934.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -780032.062500 Penalty: 2857.924072
	Iteration 14Q: 3 clusters Score -780032.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -780102.437500 Penalty: 2857.924072
	Iteration 15Q: 3 clusters Score -780102.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -780147.062500 Penalty: 2857.924072
	Iteration 16Q: 3 clusters Score -780147.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -780186.062500 Penalty: 2857.924072
	Iteration 17Q: 3 clusters Score -780186.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -780210.875000 Penalty: 2857.924072
	Iteration 18Q: 3 clusters Score -780210.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -780227.687500 Penalty: 2857.924072
	Iteration 19Q: 3 clusters Score -780227.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -780242.062500 Penalty: 2857.924072
	Iteration 20F: 3 clusters Score -780242.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -780256.000000 Penalty: 2857.924072
	Iteration 21Q: 3 clusters Score -780256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -780265.062500 Penalty: 2857.924072
	Iteration 22Q: 3 clusters Score -780265.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -780275.500000 Penalty: 2857.924072
	Iteration 23Q: 3 clusters Score -780275.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -780281.750000 Penalty: 2857.924072
	Iteration 24Q: 3 clusters Score -780281.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -780287.875000 Penalty: 2857.924072
	Iteration 25Q: 3 clusters Score -780287.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -780290.312500 Penalty: 2857.924072
	Iteration 26Q: 3 clusters Score -780290.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -780295.312500 Penalty: 2857.924072
	Iteration 27Q: 3 clusters Score -780295.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -780298.125000 Penalty: 2857.924072
	Iteration 28Q: 3 clusters Score -780298.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -780302.750000 Penalty: 2857.924072
	Iteration 29Q: 3 clusters Score -780302.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -780306.062500 Penalty: 2857.924072
	Iteration 30Q: 3 clusters Score -780306.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -780309.312500 Penalty: 2857.924072
	Iteration 31Q: 3 clusters Score -780309.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -780313.375000 Penalty: 2857.924072
	Iteration 32Q: 3 clusters Score -780313.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -780316.250000 Penalty: 2857.924072
	Iteration 33Q: 3 clusters Score -780316.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -780318.750000 Penalty: 2857.924072
	Iteration 34Q: 3 clusters Score -780318.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -780320.562500 Penalty: 2857.924072
	Iteration 35Q: 3 clusters Score -780320.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -780322.562500 Penalty: 2857.924072
	Iteration 36Q: 3 clusters Score -780322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -780322.500000 Penalty: 2857.924072
	Iteration 37Q: 3 clusters Score -780322.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -780323.187500 Penalty: 2857.924072
	Iteration 38Q: 3 clusters Score -780323.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -780323.187500 Penalty: 2857.924072
	Iteration 39F: 3 clusters Score -780323.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Entering Unmasked Estep 
Score: -4407437.000000 Penalty: 1702.238525
	Iteration 0F: 2 clusters Score -4407437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -4383929.500000 Penalty: 3404.477051
	Iteration 0F: 3 clusters Score -4383930 nChanged 16250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -4393024.500000 Penalty: 3404.477051
	Iteration 1F: 3 clusters Score -4393024 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -4393509.500000 Penalty: 3404.477051
	Iteration 2Q: 3 clusters Score -4393510 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -4394033.000000 Penalty: 3404.477051
	Iteration 3Q: 3 clusters Score -4394033 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -4394657.500000 Penalty: 3404.477051
	Iteration 4Q: 3 clusters Score -4394658 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -4395419.000000 Penalty: 3404.477051
	Iteration 5Q: 3 clusters Score -4395419 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -4396469.500000 Penalty: 3404.477051
	Iteration 6F: 3 clusters Score -4396470 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -4397783.000000 Penalty: 3404.477051
	Iteration 7F: 3 clusters Score -4397783 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -4399273.500000 Penalty: 3404.477051
	Iteration 8F: 3 clusters Score -4399274 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -4400822.500000 Penalty: 3404.477051
	Iteration 9F: 3 clusters Score -4400822 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -4402149.000000 Penalty: 3404.477051
	Iteration 10Q: 3 clusters Score -4402149 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -4403001.000000 Penalty: 3404.477051
	Iteration 11Q: 3 clusters Score -4403001 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -4403444.500000 Penalty: 3404.477051
	Iteration 12Q: 3 clusters Score -4403444 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -4403710.500000 Penalty: 3404.477051
	Iteration 13Q: 3 clusters Score -4403710 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -4403902.500000 Penalty: 3404.477051
	Iteration 14Q: 3 clusters Score -4403902 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -4404078.000000 Penalty: 3404.477051
	Iteration 15Q: 3 clusters Score -4404078 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -4404235.000000 Penalty: 3404.477051
	Iteration 16Q: 3 clusters Score -4404235 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4404387.000000 Penalty: 3404.477051
	Iteration 17Q: 3 clusters Score -4404387 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -4404519.000000 Penalty: 3404.477051
	Iteration 18Q: 3 clusters Score -4404519 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -4404605.000000 Penalty: 3404.477051
	Iteration 19Q: 3 clusters Score -4404605 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -4404695.500000 Penalty: 3404.477051
	Iteration 20F: 3 clusters Score -4404696 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -4404777.000000 Penalty: 3404.477051
	Iteration 21Q: 3 clusters Score -4404777 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -4404870.500000 Penalty: 3404.477051
	Iteration 22Q: 3 clusters Score -4404870 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4404973.500000 Penalty: 3404.477051
	Iteration 23Q: 3 clusters Score -4404974 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -4405094.000000 Penalty: 3404.477051
	Iteration 24Q: 3 clusters Score -4405094 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -4405184.000000 Penalty: 3404.477051
	Iteration 25Q: 3 clusters Score -4405184 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -4405272.500000 Penalty: 3404.477051
	Iteration 26Q: 3 clusters Score -4405272 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -4405355.500000 Penalty: 3404.477051
	Iteration 27Q: 3 clusters Score -4405356 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -4405427.000000 Penalty: 3404.477051
	Iteration 28Q: 3 clusters Score -4405427 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -4405483.000000 Penalty: 3404.477051
	Iteration 29Q: 3 clusters Score -4405483 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -4405550.500000 Penalty: 3404.477051
	Iteration 30Q: 3 clusters Score -4405550 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4405601.500000 Penalty: 3404.477051
	Iteration 31Q: 3 clusters Score -4405602 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4405669.000000 Penalty: 3404.477051
	Iteration 32Q: 3 clusters Score -4405669 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -4405713.500000 Penalty: 3404.477051
	Iteration 33Q: 3 clusters Score -4405714 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4405742.000000 Penalty: 3404.477051
	Iteration 34Q: 3 clusters Score -4405742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -4405771.500000 Penalty: 3404.477051
	Iteration 35Q: 3 clusters Score -4405772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -4405779.000000 Penalty: 3404.477051
	Iteration 36Q: 3 clusters Score -4405779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4405788.000000 Penalty: 3404.477051
	Iteration 37Q: 3 clusters Score -4405788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -4405794.000000 Penalty: 3404.477051
	Iteration 38Q: 3 clusters Score -4405794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -4405801.000000 Penalty: 3404.477051
	Iteration 39Q: 3 clusters Score -4405801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -4405816.500000 Penalty: 3404.477051
	Iteration 40F: 3 clusters Score -4405816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4405826.500000 Penalty: 3404.477051
	Iteration 41Q: 3 clusters Score -4405826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -4405838.500000 Penalty: 3404.477051
	Iteration 42Q: 3 clusters Score -4405838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -4405859.000000 Penalty: 3404.477051
	Iteration 43Q: 3 clusters Score -4405859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -4405878.000000 Penalty: 3404.477051
	Iteration 44Q: 3 clusters Score -4405878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -4405891.500000 Penalty: 3404.477051
	Iteration 45Q: 3 clusters Score -4405892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -4405909.500000 Penalty: 3404.477051
	Iteration 46Q: 3 clusters Score -4405910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -4405928.500000 Penalty: 3404.477051
	Iteration 47Q: 3 clusters Score -4405928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -4405929.500000 Penalty: 3404.477051
	Iteration 48Q: 3 clusters Score -4405930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -4405935.000000 Penalty: 3404.477051
	Iteration 49Q: 3 clusters Score -4405935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -4405938.000000 Penalty: 3404.477051
	Iteration 50Q: 3 clusters Score -4405938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -4405941.000000 Penalty: 3404.477051
	Iteration 51Q: 3 clusters Score -4405941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -4405940.500000 Penalty: 3404.477051
	Iteration 52Q: 3 clusters Score -4405940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -4405949.000000 Penalty: 3404.477051
	Iteration 53Q: 3 clusters Score -4405949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -4405954.500000 Penalty: 3404.477051
	Iteration 54Q: 3 clusters Score -4405954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -4405960.500000 Penalty: 3404.477051
	Iteration 55Q: 3 clusters Score -4405960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -4405965.500000 Penalty: 3404.477051
	Iteration 56Q: 3 clusters Score -4405966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -4405969.000000 Penalty: 3404.477051
	Iteration 57Q: 3 clusters Score -4405969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -4405969.500000 Penalty: 3404.477051
	Iteration 58Q: 3 clusters Score -4405970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -4405966.500000 Penalty: 3404.477051
	Iteration 59Q: 3 clusters Score -4405966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -4405966.000000 Penalty: 3404.477051
	Iteration 60F: 3 clusters Score -4405966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -4405969.500000 Penalty: 3404.477051
	Iteration 61Q: 3 clusters Score -4405970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -4405968.500000 Penalty: 3404.477051
	Iteration 62Q: 3 clusters Score -4405968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -4405968.000000 Penalty: 3404.477051
	Iteration 63Q: 3 clusters Score -4405968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -4405967.000000 Penalty: 3404.477051
	Iteration 64Q: 3 clusters Score -4405967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -4405968.500000 Penalty: 3404.477051
	Iteration 65Q: 3 clusters Score -4405968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -4405969.000000 Penalty: 3404.477051
	Iteration 66Q: 3 clusters Score -4405969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -4405971.000000 Penalty: 3404.477051
	Iteration 67Q: 3 clusters Score -4405971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -4405970.500000 Penalty: 3404.477051
	Iteration 68Q: 3 clusters Score -4405970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -4405970.500000 Penalty: 3404.477051
	Iteration 69F: 3 clusters Score -4405970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69116 members 
Entering Unmasked Estep 
Score: -8613810.000000 Penalty: 1810.825439
	Iteration 0F: 2 clusters Score -8613810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -8568536.000000 Penalty: 3621.650879
	Iteration 0F: 3 clusters Score -8568536 nChanged 33003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -8587184.000000 Penalty: 3621.650879
	Iteration 1F: 3 clusters Score -8587184 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -8587709.000000 Penalty: 3621.650879
	Iteration 2Q: 3 clusters Score -8587709 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -8588282.000000 Penalty: 3621.650879
	Iteration 3Q: 3 clusters Score -8588282 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -8588950.000000 Penalty: 3621.650879
	Iteration 4Q: 3 clusters Score -8588950 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -8589835.000000 Penalty: 3621.650879
	Iteration 5Q: 3 clusters Score -8589835 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -8591444.000000 Penalty: 3621.650879
	Iteration 6Q: 3 clusters Score -8591444 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -8593965.000000 Penalty: 3621.650879
	Iteration 7F: 3 clusters Score -8593965 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -8597953.000000 Penalty: 3621.650879
	Iteration 8F: 3 clusters Score -8597953 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 58443 members 
Entering Unmasked Estep 
Score: -8602808.000000 Penalty: 3621.650879
	Iteration 9F: 3 clusters Score -8602808 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -8607231.000000 Penalty: 3621.650879
	Iteration 10F: 3 clusters Score -8607231 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 66536 members 
Entering Unmasked Estep 
Score: -8609996.000000 Penalty: 3621.650879
	Iteration 11Q: 3 clusters Score -8609996 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 68025 members 
Entering Unmasked Estep 
Score: -8611292.000000 Penalty: 3621.650879
	Iteration 12Q: 3 clusters Score -8611292 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
Score: -8611752.000000 Penalty: 3621.650879
	Iteration 13Q: 3 clusters Score -8611752 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -8612015.000000 Penalty: 3621.650879
	Iteration 14Q: 3 clusters Score -8612015 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 68857 members 
Entering Unmasked Estep 
Score: -8612119.000000 Penalty: 3621.650879
	Iteration 15Q: 3 clusters Score -8612119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -8612179.000000 Penalty: 3621.650879
	Iteration 16Q: 3 clusters Score -8612179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -8612209.000000 Penalty: 3621.650879
	Iteration 17Q: 3 clusters Score -8612209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -8612220.000000 Penalty: 3621.650879
	Iteration 18Q: 3 clusters Score -8612220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -8612227.000000 Penalty: 3621.650879
	Iteration 19Q: 3 clusters Score -8612227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -8612230.000000 Penalty: 3621.650879
	Iteration 20F: 3 clusters Score -8612230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -8612236.000000 Penalty: 3621.650879
	Iteration 21Q: 3 clusters Score -8612236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -8612236.000000 Penalty: 3621.650879
	Iteration 22Q: 3 clusters Score -8612236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -8612241.000000 Penalty: 3621.650879
	Iteration 23Q: 3 clusters Score -8612241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -8612246.000000 Penalty: 3621.650879
	Iteration 24Q: 3 clusters Score -8612246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -8612246.000000 Penalty: 3621.650879
	Iteration 25F: 3 clusters Score -8612246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (72047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72047 members 
Entering Unmasked Estep 
Score: -8936888.000000 Penalty: 1817.574463
	Iteration 0F: 2 clusters Score -8936888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -8889166.000000 Penalty: 3635.148926
	Iteration 0F: 3 clusters Score -8889166 nChanged 34147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -8909594.000000 Penalty: 3635.148926
	Iteration 1F: 3 clusters Score -8909594 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -8911206.000000 Penalty: 3635.148926
	Iteration 2Q: 3 clusters Score -8911206 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -8914097.000000 Penalty: 3635.148926
	Iteration 3F: 3 clusters Score -8914097 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -8918599.000000 Penalty: 3635.148926
	Iteration 4F: 3 clusters Score -8918599 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -8923673.000000 Penalty: 3635.148926
	Iteration 5F: 3 clusters Score -8923673 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 54896 members 
Entering Unmasked Estep 
Score: -8927630.000000 Penalty: 3635.148926
	Iteration 6F: 3 clusters Score -8927630 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 56609 members 
Entering Unmasked Estep 
Score: -8929653.000000 Penalty: 3635.148926
	Iteration 7Q: 3 clusters Score -8929653 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -8930692.000000 Penalty: 3635.148926
	Iteration 8Q: 3 clusters Score -8930692 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 58926 members 
Entering Unmasked Estep 
Score: -8931356.000000 Penalty: 3635.148926
	Iteration 9Q: 3 clusters Score -8931356 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -8931940.000000 Penalty: 3635.148926
	Iteration 10Q: 3 clusters Score -8931940 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 60695 members 
Entering Unmasked Estep 
Score: -8932531.000000 Penalty: 3635.148926
	Iteration 11Q: 3 clusters Score -8932531 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -8933004.000000 Penalty: 3635.148926
	Iteration 12Q: 3 clusters Score -8933004 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 62090 members 
Entering Unmasked Estep 
Score: -8933376.000000 Penalty: 3635.148926
	Iteration 13Q: 3 clusters Score -8933376 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -8933749.000000 Penalty: 3635.148926
	Iteration 14Q: 3 clusters Score -8933749 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 63246 members 
Entering Unmasked Estep 
Score: -8934045.000000 Penalty: 3635.148926
	Iteration 15Q: 3 clusters Score -8934045 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 63760 members 
Entering Unmasked Estep 
Score: -8934314.000000 Penalty: 3635.148926
	Iteration 16Q: 3 clusters Score -8934314 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 64224 members 
Entering Unmasked Estep 
Score: -8934543.000000 Penalty: 3635.148926
	Iteration 17Q: 3 clusters Score -8934543 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -8934704.000000 Penalty: 3635.148926
	Iteration 18Q: 3 clusters Score -8934704 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -8934848.000000 Penalty: 3635.148926
	Iteration 19Q: 3 clusters Score -8934848 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -8934973.000000 Penalty: 3635.148926
	Iteration 20F: 3 clusters Score -8934973 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 65673 members 
Entering Unmasked Estep 
Score: -8935102.000000 Penalty: 3635.148926
	Iteration 21Q: 3 clusters Score -8935102 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
Score: -8935226.000000 Penalty: 3635.148926
	Iteration 22Q: 3 clusters Score -8935226 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
Score: -8935314.000000 Penalty: 3635.148926
	Iteration 23Q: 3 clusters Score -8935314 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -8935406.000000 Penalty: 3635.148926
	Iteration 24Q: 3 clusters Score -8935406 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 66762 members 
Entering Unmasked Estep 
Score: -8935494.000000 Penalty: 3635.148926
	Iteration 25Q: 3 clusters Score -8935494 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 66994 members 
Entering Unmasked Estep 
Score: -8935570.000000 Penalty: 3635.148926
	Iteration 26Q: 3 clusters Score -8935570 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -8935647.000000 Penalty: 3635.148926
	Iteration 27Q: 3 clusters Score -8935647 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -8935728.000000 Penalty: 3635.148926
	Iteration 28Q: 3 clusters Score -8935728 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 67674 members 
Entering Unmasked Estep 
Score: -8935772.000000 Penalty: 3635.148926
	Iteration 29Q: 3 clusters Score -8935772 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -8935816.000000 Penalty: 3635.148926
	Iteration 30Q: 3 clusters Score -8935816 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 68059 members 
Entering Unmasked Estep 
Score: -8935893.000000 Penalty: 3635.148926
	Iteration 31Q: 3 clusters Score -8935893 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 68199 members 
Entering Unmasked Estep 
Score: -8935957.000000 Penalty: 3635.148926
	Iteration 32Q: 3 clusters Score -8935957 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 68341 members 
Entering Unmasked Estep 
Score: -8936003.000000 Penalty: 3635.148926
	Iteration 33Q: 3 clusters Score -8936003 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 68474 members 
Entering Unmasked Estep 
Score: -8936045.000000 Penalty: 3635.148926
	Iteration 34Q: 3 clusters Score -8936045 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 68581 members 
Entering Unmasked Estep 
Score: -8936058.000000 Penalty: 3635.148926
	Iteration 35Q: 3 clusters Score -8936058 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -8936103.000000 Penalty: 3635.148926
	Iteration 36Q: 3 clusters Score -8936103 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -8936164.000000 Penalty: 3635.148926
	Iteration 37Q: 3 clusters Score -8936164 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -8936194.000000 Penalty: 3635.148926
	Iteration 38Q: 3 clusters Score -8936194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -8936223.000000 Penalty: 3635.148926
	Iteration 39Q: 3 clusters Score -8936223 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -8936239.000000 Penalty: 3635.148926
	Iteration 40F: 3 clusters Score -8936239 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -8936259.000000 Penalty: 3635.148926
	Iteration 41Q: 3 clusters Score -8936259 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -8936275.000000 Penalty: 3635.148926
	Iteration 42Q: 3 clusters Score -8936275 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 69241 members 
Entering Unmasked Estep 
Score: -8936279.000000 Penalty: 3635.148926
	Iteration 43Q: 3 clusters Score -8936279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 69277 members 
Entering Unmasked Estep 
Score: -8936282.000000 Penalty: 3635.148926
	Iteration 44Q: 3 clusters Score -8936282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 69319 members 
Entering Unmasked Estep 
Score: -8936271.000000 Penalty: 3635.148926
	Iteration 45Q: 3 clusters Score -8936271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -8936292.000000 Penalty: 3635.148926
	Iteration 46Q: 3 clusters Score -8936292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 69393 members 
Entering Unmasked Estep 
Score: -8936300.000000 Penalty: 3635.148926
	Iteration 47Q: 3 clusters Score -8936300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 69423 members 
Entering Unmasked Estep 
Score: -8936300.000000 Penalty: 3635.148926
	Iteration 48Q: 3 clusters Score -8936300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
Score: -8936307.000000 Penalty: 3635.148926
	Iteration 49Q: 3 clusters Score -8936307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 69482 members 
Entering Unmasked Estep 
Score: -8936316.000000 Penalty: 3635.148926
	Iteration 50Q: 3 clusters Score -8936316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 69511 members 
Entering Unmasked Estep 
Score: -8936319.000000 Penalty: 3635.148926
	Iteration 51Q: 3 clusters Score -8936319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -8936313.000000 Penalty: 3635.148926
	Iteration 52Q: 3 clusters Score -8936313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 69553 members 
Entering Unmasked Estep 
Score: -8936319.000000 Penalty: 3635.148926
	Iteration 53Q: 3 clusters Score -8936319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -8936321.000000 Penalty: 3635.148926
	Iteration 54Q: 3 clusters Score -8936321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 69605 members 
Entering Unmasked Estep 
Score: -8936327.000000 Penalty: 3635.148926
	Iteration 55Q: 3 clusters Score -8936327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 69628 members 
Entering Unmasked Estep 
Score: -8936332.000000 Penalty: 3635.148926
	Iteration 56Q: 3 clusters Score -8936332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 69647 members 
Entering Unmasked Estep 
Score: -8936326.000000 Penalty: 3635.148926
	Iteration 57Q: 3 clusters Score -8936326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -8936335.000000 Penalty: 3635.148926
	Iteration 58Q: 3 clusters Score -8936335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 69690 members 
Entering Unmasked Estep 
Score: -8936341.000000 Penalty: 3635.148926
	Iteration 59Q: 3 clusters Score -8936341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 69717 members 
Entering Unmasked Estep 
Score: -8936349.000000 Penalty: 3635.148926
	Iteration 60F: 3 clusters Score -8936349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -8936350.000000 Penalty: 3635.148926
	Iteration 61Q: 3 clusters Score -8936350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -8936352.000000 Penalty: 3635.148926
	Iteration 62Q: 3 clusters Score -8936352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 69801 members 
Entering Unmasked Estep 
Score: -8936346.000000 Penalty: 3635.148926
	Iteration 63Q: 3 clusters Score -8936346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 69826 members 
Entering Unmasked Estep 
Score: -8936346.000000 Penalty: 3635.148926
	Iteration 64Q: 3 clusters Score -8936346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -8936350.000000 Penalty: 3635.148926
	Iteration 65Q: 3 clusters Score -8936350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 69863 members 
Entering Unmasked Estep 
Score: -8936355.000000 Penalty: 3635.148926
	Iteration 66Q: 3 clusters Score -8936355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 69874 members 
Entering Unmasked Estep 
Score: -8936361.000000 Penalty: 3635.148926
	Iteration 67Q: 3 clusters Score -8936361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 69882 members 
Entering Unmasked Estep 
Score: -8936358.000000 Penalty: 3635.148926
	Iteration 68Q: 3 clusters Score -8936358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 69887 members 
Entering Unmasked Estep 
Score: -8936365.000000 Penalty: 3635.148926
	Iteration 69Q: 3 clusters Score -8936365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
Score: -8936361.000000 Penalty: 3635.148926
	Iteration 70Q: 3 clusters Score -8936361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 69898 members 
Entering Unmasked Estep 
Score: -8936368.000000 Penalty: 3635.148926
	Iteration 71Q: 3 clusters Score -8936368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 69902 members 
Entering Unmasked Estep 
Score: -8936362.000000 Penalty: 3635.148926
	Iteration 72Q: 3 clusters Score -8936362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -8936359.000000 Penalty: 3635.148926
	Iteration 73Q: 3 clusters Score -8936359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
Score: -8936358.000000 Penalty: 3635.148926
	Iteration 74Q: 3 clusters Score -8936358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 69921 members 
Entering Unmasked Estep 
Score: -8936356.000000 Penalty: 3635.148926
	Iteration 75Q: 3 clusters Score -8936356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -8936363.000000 Penalty: 3635.148926
	Iteration 76Q: 3 clusters Score -8936363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -8936362.000000 Penalty: 3635.148926
	Iteration 77Q: 3 clusters Score -8936362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -8936362.000000 Penalty: 3635.148926
	Iteration 78F: 3 clusters Score -8936362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76115 members 
Entering Unmasked Estep 
Score: -9460774.000000 Penalty: 1826.500122
	Iteration 0F: 2 clusters Score -9460774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -9411604.000000 Penalty: 3653.000244
	Iteration 0F: 3 clusters Score -9411604 nChanged 36429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -9432420.000000 Penalty: 3653.000244
	Iteration 1F: 3 clusters Score -9432420 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -9433126.000000 Penalty: 3653.000244
	Iteration 2Q: 3 clusters Score -9433126 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -9434069.000000 Penalty: 3653.000244
	Iteration 3Q: 3 clusters Score -9434069 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -9435367.000000 Penalty: 3653.000244
	Iteration 4Q: 3 clusters Score -9435367 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -9437505.000000 Penalty: 3653.000244
	Iteration 5F: 3 clusters Score -9437505 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -9440830.000000 Penalty: 3653.000244
	Iteration 6F: 3 clusters Score -9440830 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -9445203.000000 Penalty: 3653.000244
	Iteration 7F: 3 clusters Score -9445203 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66707 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -9450344.000000 Penalty: 3653.000244
	Iteration 8F: 3 clusters Score -9450344 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71473 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -9454913.000000 Penalty: 3653.000244
	Iteration 9F: 3 clusters Score -9454913 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74320 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -9457587.000000 Penalty: 3653.000244
	Iteration 10Q: 3 clusters Score -9457587 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75447 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9458601.000000 Penalty: 3653.000244
	Iteration 11Q: 3 clusters Score -9458601 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9458931.000000 Penalty: 3653.000244
	Iteration 12Q: 3 clusters Score -9458931 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75887 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9459022.000000 Penalty: 3653.000244
	Iteration 13Q: 3 clusters Score -9459022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75916 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9459085.000000 Penalty: 3653.000244
	Iteration 14Q: 3 clusters Score -9459085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9459092.000000 Penalty: 3653.000244
	Iteration 15Q: 3 clusters Score -9459092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75927 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9459117.000000 Penalty: 3653.000244
	Iteration 16Q: 3 clusters Score -9459117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9459126.000000 Penalty: 3653.000244
	Iteration 17Q: 3 clusters Score -9459126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9459132.000000 Penalty: 3653.000244
	Iteration 18Q: 3 clusters Score -9459132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9459133.000000 Penalty: 3653.000244
	Iteration 19Q: 3 clusters Score -9459133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9459137.000000 Penalty: 3653.000244
	Iteration 20F: 3 clusters Score -9459137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Entering Unmasked Estep 
Score: -5420202.000000 Penalty: 1735.957031
	Iteration 0F: 2 clusters Score -5420202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -5391032.500000 Penalty: 3471.914062
	Iteration 0F: 3 clusters Score -5391032 nChanged 20165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -5402418.000000 Penalty: 3471.914062
	Iteration 1F: 3 clusters Score -5402418 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -5402833.500000 Penalty: 3471.914062
	Iteration 2Q: 3 clusters Score -5402834 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -5403373.500000 Penalty: 3471.914062
	Iteration 3Q: 3 clusters Score -5403374 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -5404091.000000 Penalty: 3471.914062
	Iteration 4Q: 3 clusters Score -5404091 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -5404966.500000 Penalty: 3471.914062
	Iteration 5Q: 3 clusters Score -5404966 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -5406270.000000 Penalty: 3471.914062
	Iteration 6F: 3 clusters Score -5406270 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -5408139.500000 Penalty: 3471.914062
	Iteration 7F: 3 clusters Score -5408140 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -5410458.000000 Penalty: 3471.914062
	Iteration 8F: 3 clusters Score -5410458 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -5412718.500000 Penalty: 3471.914062
	Iteration 9F: 3 clusters Score -5412718 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -5414576.000000 Penalty: 3471.914062
	Iteration 10F: 3 clusters Score -5414576 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -5415927.500000 Penalty: 3471.914062
	Iteration 11Q: 3 clusters Score -5415928 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -5416808.500000 Penalty: 3471.914062
	Iteration 12Q: 3 clusters Score -5416808 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -5417410.500000 Penalty: 3471.914062
	Iteration 13Q: 3 clusters Score -5417410 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -5417783.000000 Penalty: 3471.914062
	Iteration 14Q: 3 clusters Score -5417783 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5418042.500000 Penalty: 3471.914062
	Iteration 15Q: 3 clusters Score -5418042 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5418228.500000 Penalty: 3471.914062
	Iteration 16Q: 3 clusters Score -5418228 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5418370.500000 Penalty: 3471.914062
	Iteration 17Q: 3 clusters Score -5418370 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5418496.500000 Penalty: 3471.914062
	Iteration 18Q: 3 clusters Score -5418496 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5418574.500000 Penalty: 3471.914062
	Iteration 19Q: 3 clusters Score -5418574 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5418617.500000 Penalty: 3471.914062
	Iteration 20F: 3 clusters Score -5418618 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5418676.500000 Penalty: 3471.914062
	Iteration 21Q: 3 clusters Score -5418676 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5418717.500000 Penalty: 3471.914062
	Iteration 22Q: 3 clusters Score -5418718 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5418742.500000 Penalty: 3471.914062
	Iteration 23Q: 3 clusters Score -5418742 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5418754.000000 Penalty: 3471.914062
	Iteration 24Q: 3 clusters Score -5418754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5418770.000000 Penalty: 3471.914062
	Iteration 25Q: 3 clusters Score -5418770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5418792.000000 Penalty: 3471.914062
	Iteration 26Q: 3 clusters Score -5418792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5418804.000000 Penalty: 3471.914062
	Iteration 27Q: 3 clusters Score -5418804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5418813.500000 Penalty: 3471.914062
	Iteration 28Q: 3 clusters Score -5418814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5418806.500000 Penalty: 3471.914062
	Iteration 29Q: 3 clusters Score -5418806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5418816.000000 Penalty: 3471.914062
	Iteration 30Q: 3 clusters Score -5418816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5418812.500000 Penalty: 3471.914062
	Iteration 31Q: 3 clusters Score -5418812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5418814.500000 Penalty: 3471.914062
	Iteration 32Q: 3 clusters Score -5418814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5418812.000000 Penalty: 3471.914062
	Iteration 33Q: 3 clusters Score -5418812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5418810.000000 Penalty: 3471.914062
	Iteration 34Q: 3 clusters Score -5418810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5418812.000000 Penalty: 3471.914062
	Iteration 35Q: 3 clusters Score -5418812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5418813.000000 Penalty: 3471.914062
	Iteration 36Q: 3 clusters Score -5418813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5418813.000000 Penalty: 3471.914062
	Iteration 37F: 3 clusters Score -5418813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Entering Unmasked Estep 
Score: -5026829.000000 Penalty: 1723.734863
	Iteration 0F: 2 clusters Score -5026829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -4999795.500000 Penalty: 3447.469727
	Iteration 0F: 3 clusters Score -4999796 nChanged 18771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -5010205.500000 Penalty: 3447.469727
	Iteration 1F: 3 clusters Score -5010206 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -5010671.000000 Penalty: 3447.469727
	Iteration 2Q: 3 clusters Score -5010671 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -5011142.500000 Penalty: 3447.469727
	Iteration 3Q: 3 clusters Score -5011142 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -5011625.500000 Penalty: 3447.469727
	Iteration 4Q: 3 clusters Score -5011626 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -5012201.500000 Penalty: 3447.469727
	Iteration 5Q: 3 clusters Score -5012202 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -5012997.500000 Penalty: 3447.469727
	Iteration 6Q: 3 clusters Score -5012998 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -5014184.500000 Penalty: 3447.469727
	Iteration 7F: 3 clusters Score -5014184 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -5015865.500000 Penalty: 3447.469727
	Iteration 8F: 3 clusters Score -5015866 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -5017972.000000 Penalty: 3447.469727
	Iteration 9F: 3 clusters Score -5017972 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -5020253.000000 Penalty: 3447.469727
	Iteration 10F: 3 clusters Score -5020253 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -5022226.500000 Penalty: 3447.469727
	Iteration 11F: 3 clusters Score -5022226 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -5023665.500000 Penalty: 3447.469727
	Iteration 12Q: 3 clusters Score -5023666 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -5024527.500000 Penalty: 3447.469727
	Iteration 13Q: 3 clusters Score -5024528 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -5024967.000000 Penalty: 3447.469727
	Iteration 14Q: 3 clusters Score -5024967 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -5025156.000000 Penalty: 3447.469727
	Iteration 15Q: 3 clusters Score -5025156 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -5025241.500000 Penalty: 3447.469727
	Iteration 16Q: 3 clusters Score -5025242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -5025297.500000 Penalty: 3447.469727
	Iteration 17Q: 3 clusters Score -5025298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -5025328.000000 Penalty: 3447.469727
	Iteration 18Q: 3 clusters Score -5025328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -5025349.500000 Penalty: 3447.469727
	Iteration 19Q: 3 clusters Score -5025350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -5025365.000000 Penalty: 3447.469727
	Iteration 20F: 3 clusters Score -5025365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -5025372.500000 Penalty: 3447.469727
	Iteration 21Q: 3 clusters Score -5025372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -5025380.000000 Penalty: 3447.469727
	Iteration 22Q: 3 clusters Score -5025380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -5025390.000000 Penalty: 3447.469727
	Iteration 23Q: 3 clusters Score -5025390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -5025392.000000 Penalty: 3447.469727
	Iteration 24Q: 3 clusters Score -5025392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -5025393.500000 Penalty: 3447.469727
	Iteration 25Q: 3 clusters Score -5025394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -5025393.500000 Penalty: 3447.469727
	Iteration 26F: 3 clusters Score -5025394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -84668.218750 Penalty: 1063.385742
	Iteration 0F: 2 clusters Score -84668.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -83408.500000 Penalty: 2126.771484
	Iteration 0F: 3 clusters Score -83408.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -83610.375000 Penalty: 2126.771484
	Iteration 1F: 3 clusters Score -83610.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83656.929688 Penalty: 2126.771484
	Iteration 2F: 3 clusters Score -83656.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83669.085938 Penalty: 2126.771484
	Iteration 3Q: 3 clusters Score -83669.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -83682.328125 Penalty: 2126.771484
	Iteration 4Q: 3 clusters Score -83682.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83697.960938 Penalty: 2126.771484
	Iteration 5Q: 3 clusters Score -83697.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -83709.195312 Penalty: 2126.771484
	Iteration 6Q: 3 clusters Score -83709.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83715.679688 Penalty: 2126.771484
	Iteration 7Q: 3 clusters Score -83715.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83717.140625 Penalty: 2126.771484
	Iteration 8Q: 3 clusters Score -83717.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83718.164062 Penalty: 2126.771484
	Iteration 9Q: 3 clusters Score -83718.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83718.164062 Penalty: 2126.771484
	Iteration 10F: 3 clusters Score -83718.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (64868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Entering Unmasked Estep 
Score: -8036713.000000 Penalty: 1800.517822
	Iteration 0F: 2 clusters Score -8036713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -7994603.000000 Penalty: 3601.035645
	Iteration 0F: 3 clusters Score -7994603 nChanged 30730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -8012080.500000 Penalty: 3601.035645
	Iteration 1F: 3 clusters Score -8012080 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -8012597.000000 Penalty: 3601.035645
	Iteration 2Q: 3 clusters Score -8012597 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -8013248.000000 Penalty: 3601.035645
	Iteration 3Q: 3 clusters Score -8013248 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -8014166.500000 Penalty: 3601.035645
	Iteration 4Q: 3 clusters Score -8014166 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -8015761.500000 Penalty: 3601.035645
	Iteration 5Q: 3 clusters Score -8015762 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -8018384.500000 Penalty: 3601.035645
	Iteration 6F: 3 clusters Score -8018384 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -8022256.000000 Penalty: 3601.035645
	Iteration 7F: 3 clusters Score -8022256 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -8026807.000000 Penalty: 3601.035645
	Iteration 8F: 3 clusters Score -8026807 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -8030519.500000 Penalty: 3601.035645
	Iteration 9F: 3 clusters Score -8030520 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -8032489.500000 Penalty: 3601.035645
	Iteration 10Q: 3 clusters Score -8032490 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -8033402.000000 Penalty: 3601.035645
	Iteration 11Q: 3 clusters Score -8033402 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -8033998.500000 Penalty: 3601.035645
	Iteration 12Q: 3 clusters Score -8033998 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -8034416.000000 Penalty: 3601.035645
	Iteration 13Q: 3 clusters Score -8034416 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -8034745.000000 Penalty: 3601.035645
	Iteration 14Q: 3 clusters Score -8034745 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -8035030.000000 Penalty: 3601.035645
	Iteration 15Q: 3 clusters Score -8035030 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -8035146.000000 Penalty: 3601.035645
	Iteration 16Q: 3 clusters Score -8035146 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -8035174.500000 Penalty: 3601.035645
	Iteration 17Q: 3 clusters Score -8035174 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -8035267.000000 Penalty: 3601.035645
	Iteration 18Q: 3 clusters Score -8035267 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -8035280.000000 Penalty: 3601.035645
	Iteration 19Q: 3 clusters Score -8035280 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 59639 members 
Entering Unmasked Estep 
Score: -8035318.000000 Penalty: 3601.035645
	Iteration 20F: 3 clusters Score -8035318 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 59964 members 
Entering Unmasked Estep 
Score: -8035336.000000 Penalty: 3601.035645
	Iteration 21Q: 3 clusters Score -8035336 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -8035390.000000 Penalty: 3601.035645
	Iteration 22Q: 3 clusters Score -8035390 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -8035396.000000 Penalty: 3601.035645
	Iteration 23Q: 3 clusters Score -8035396 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -8035414.500000 Penalty: 3601.035645
	Iteration 24Q: 3 clusters Score -8035414 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 60947 members 
Entering Unmasked Estep 
Score: -8035408.500000 Penalty: 3601.035645
	Iteration 25Q: 3 clusters Score -8035408 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -8035414.500000 Penalty: 3601.035645
	Iteration 26Q: 3 clusters Score -8035414 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -8035395.500000 Penalty: 3601.035645
	Iteration 27Q: 3 clusters Score -8035396 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -8035413.000000 Penalty: 3601.035645
	Iteration 28Q: 3 clusters Score -8035413 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 61504 members 
Entering Unmasked Estep 
Score: -8035421.500000 Penalty: 3601.035645
	Iteration 29Q: 3 clusters Score -8035422 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -8035407.000000 Penalty: 3601.035645
	Iteration 30Q: 3 clusters Score -8035407 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -8035394.500000 Penalty: 3601.035645
	Iteration 31Q: 3 clusters Score -8035394 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 61769 members 
Entering Unmasked Estep 
Score: -8035393.000000 Penalty: 3601.035645
	Iteration 32Q: 3 clusters Score -8035393 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 61864 members 
Entering Unmasked Estep 
Score: -8035367.000000 Penalty: 3601.035645
	Iteration 33Q: 3 clusters Score -8035367 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -8035378.500000 Penalty: 3601.035645
	Iteration 34Q: 3 clusters Score -8035378 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -8035392.500000 Penalty: 3601.035645
	Iteration 35Q: 3 clusters Score -8035392 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
Score: -8035388.000000 Penalty: 3601.035645
	Iteration 36Q: 3 clusters Score -8035388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -8035382.500000 Penalty: 3601.035645
	Iteration 37Q: 3 clusters Score -8035382 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
Score: -8035376.000000 Penalty: 3601.035645
	Iteration 38Q: 3 clusters Score -8035376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -8035362.500000 Penalty: 3601.035645
	Iteration 39Q: 3 clusters Score -8035362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -8035339.500000 Penalty: 3601.035645
	Iteration 40F: 3 clusters Score -8035340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -8035357.500000 Penalty: 3601.035645
	Iteration 41Q: 3 clusters Score -8035358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -8035343.000000 Penalty: 3601.035645
	Iteration 42Q: 3 clusters Score -8035343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -8035353.500000 Penalty: 3601.035645
	Iteration 43Q: 3 clusters Score -8035354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -8035338.000000 Penalty: 3601.035645
	Iteration 44Q: 3 clusters Score -8035338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 62549 members 
Entering Unmasked Estep 
Score: -8035356.000000 Penalty: 3601.035645
	Iteration 45Q: 3 clusters Score -8035356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -8035354.500000 Penalty: 3601.035645
	Iteration 46Q: 3 clusters Score -8035354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -8035352.000000 Penalty: 3601.035645
	Iteration 47Q: 3 clusters Score -8035352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 62622 members 
Entering Unmasked Estep 
Score: -8035357.000000 Penalty: 3601.035645
	Iteration 48Q: 3 clusters Score -8035357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 62640 members 
Entering Unmasked Estep 
Score: -8035362.000000 Penalty: 3601.035645
	Iteration 49Q: 3 clusters Score -8035362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 62655 members 
Entering Unmasked Estep 
Score: -8035356.000000 Penalty: 3601.035645
	Iteration 50Q: 3 clusters Score -8035356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -8035368.500000 Penalty: 3601.035645
	Iteration 51Q: 3 clusters Score -8035368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 62675 members 
Entering Unmasked Estep 
Score: -8035364.000000 Penalty: 3601.035645
	Iteration 52Q: 3 clusters Score -8035364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -8035355.000000 Penalty: 3601.035645
	Iteration 53Q: 3 clusters Score -8035355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -8035352.500000 Penalty: 3601.035645
	Iteration 54Q: 3 clusters Score -8035352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -8035355.000000 Penalty: 3601.035645
	Iteration 55Q: 3 clusters Score -8035355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -8035355.000000 Penalty: 3601.035645
	Iteration 56F: 3 clusters Score -8035355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Entering Unmasked Estep 
Score: -6492788.500000 Penalty: 1764.890137
	Iteration 0F: 2 clusters Score -6492788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -6458117.500000 Penalty: 3529.780273
	Iteration 0F: 3 clusters Score -6458118 nChanged 24417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -6471884.000000 Penalty: 3529.780273
	Iteration 1F: 3 clusters Score -6471884 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -6472341.000000 Penalty: 3529.780273
	Iteration 2Q: 3 clusters Score -6472341 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -6472865.500000 Penalty: 3529.780273
	Iteration 3Q: 3 clusters Score -6472866 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -6473504.000000 Penalty: 3529.780273
	Iteration 4Q: 3 clusters Score -6473504 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -6474404.500000 Penalty: 3529.780273
	Iteration 5Q: 3 clusters Score -6474404 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -6475651.500000 Penalty: 3529.780273
	Iteration 6Q: 3 clusters Score -6475652 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -6477431.500000 Penalty: 3529.780273
	Iteration 7F: 3 clusters Score -6477432 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -6479857.000000 Penalty: 3529.780273
	Iteration 8F: 3 clusters Score -6479857 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -6482545.500000 Penalty: 3529.780273
	Iteration 9F: 3 clusters Score -6482546 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -6484652.500000 Penalty: 3529.780273
	Iteration 10F: 3 clusters Score -6484652 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -6485636.500000 Penalty: 3529.780273
	Iteration 11Q: 3 clusters Score -6485636 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -6486075.000000 Penalty: 3529.780273
	Iteration 12Q: 3 clusters Score -6486075 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -6486332.000000 Penalty: 3529.780273
	Iteration 13Q: 3 clusters Score -6486332 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -6486604.500000 Penalty: 3529.780273
	Iteration 14Q: 3 clusters Score -6486604 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -6486887.500000 Penalty: 3529.780273
	Iteration 15Q: 3 clusters Score -6486888 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -6487150.500000 Penalty: 3529.780273
	Iteration 16Q: 3 clusters Score -6487150 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -6487403.000000 Penalty: 3529.780273
	Iteration 17Q: 3 clusters Score -6487403 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -6487617.000000 Penalty: 3529.780273
	Iteration 18Q: 3 clusters Score -6487617 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -6487802.500000 Penalty: 3529.780273
	Iteration 19Q: 3 clusters Score -6487802 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -6487965.500000 Penalty: 3529.780273
	Iteration 20F: 3 clusters Score -6487966 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -6488158.500000 Penalty: 3529.780273
	Iteration 21Q: 3 clusters Score -6488158 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -6488350.000000 Penalty: 3529.780273
	Iteration 22Q: 3 clusters Score -6488350 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -6488547.000000 Penalty: 3529.780273
	Iteration 23Q: 3 clusters Score -6488547 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -6488731.500000 Penalty: 3529.780273
	Iteration 24Q: 3 clusters Score -6488732 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -6488975.000000 Penalty: 3529.780273
	Iteration 25Q: 3 clusters Score -6488975 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -6489164.500000 Penalty: 3529.780273
	Iteration 26Q: 3 clusters Score -6489164 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -6489332.500000 Penalty: 3529.780273
	Iteration 27Q: 3 clusters Score -6489332 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -6489516.000000 Penalty: 3529.780273
	Iteration 28Q: 3 clusters Score -6489516 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -6489700.500000 Penalty: 3529.780273
	Iteration 29Q: 3 clusters Score -6489700 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -6489887.500000 Penalty: 3529.780273
	Iteration 30Q: 3 clusters Score -6489888 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -6490034.000000 Penalty: 3529.780273
	Iteration 31Q: 3 clusters Score -6490034 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -6490207.500000 Penalty: 3529.780273
	Iteration 32Q: 3 clusters Score -6490208 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6490359.000000 Penalty: 3529.780273
	Iteration 33Q: 3 clusters Score -6490359 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -6490509.000000 Penalty: 3529.780273
	Iteration 34Q: 3 clusters Score -6490509 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -6490664.500000 Penalty: 3529.780273
	Iteration 35Q: 3 clusters Score -6490664 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6490781.500000 Penalty: 3529.780273
	Iteration 36Q: 3 clusters Score -6490782 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6490880.500000 Penalty: 3529.780273
	Iteration 37Q: 3 clusters Score -6490880 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6490955.000000 Penalty: 3529.780273
	Iteration 38Q: 3 clusters Score -6490955 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6491003.000000 Penalty: 3529.780273
	Iteration 39Q: 3 clusters Score -6491003 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6491052.000000 Penalty: 3529.780273
	Iteration 40F: 3 clusters Score -6491052 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6491090.500000 Penalty: 3529.780273
	Iteration 41Q: 3 clusters Score -6491090 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6491108.500000 Penalty: 3529.780273
	Iteration 42Q: 3 clusters Score -6491108 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6491154.500000 Penalty: 3529.780273
	Iteration 43Q: 3 clusters Score -6491154 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -6491185.500000 Penalty: 3529.780273
	Iteration 44Q: 3 clusters Score -6491186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6491192.000000 Penalty: 3529.780273
	Iteration 45Q: 3 clusters Score -6491192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6491201.500000 Penalty: 3529.780273
	Iteration 46Q: 3 clusters Score -6491202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6491217.500000 Penalty: 3529.780273
	Iteration 47Q: 3 clusters Score -6491218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6491226.500000 Penalty: 3529.780273
	Iteration 48Q: 3 clusters Score -6491226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6491243.000000 Penalty: 3529.780273
	Iteration 49Q: 3 clusters Score -6491243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6491236.000000 Penalty: 3529.780273
	Iteration 50Q: 3 clusters Score -6491236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6491241.000000 Penalty: 3529.780273
	Iteration 51Q: 3 clusters Score -6491241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6491241.500000 Penalty: 3529.780273
	Iteration 52Q: 3 clusters Score -6491242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6491250.500000 Penalty: 3529.780273
	Iteration 53Q: 3 clusters Score -6491250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6491257.500000 Penalty: 3529.780273
	Iteration 54Q: 3 clusters Score -6491258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6491271.000000 Penalty: 3529.780273
	Iteration 55Q: 3 clusters Score -6491271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6491279.000000 Penalty: 3529.780273
	Iteration 56Q: 3 clusters Score -6491279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6491274.000000 Penalty: 3529.780273
	Iteration 57Q: 3 clusters Score -6491274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6491270.500000 Penalty: 3529.780273
	Iteration 58Q: 3 clusters Score -6491270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6491286.000000 Penalty: 3529.780273
	Iteration 59Q: 3 clusters Score -6491286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6491285.000000 Penalty: 3529.780273
	Iteration 60F: 3 clusters Score -6491285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6491296.500000 Penalty: 3529.780273
	Iteration 61Q: 3 clusters Score -6491296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6491302.000000 Penalty: 3529.780273
	Iteration 62Q: 3 clusters Score -6491302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6491301.500000 Penalty: 3529.780273
	Iteration 63Q: 3 clusters Score -6491302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6491312.000000 Penalty: 3529.780273
	Iteration 64Q: 3 clusters Score -6491312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6491306.500000 Penalty: 3529.780273
	Iteration 65Q: 3 clusters Score -6491306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6491310.000000 Penalty: 3529.780273
	Iteration 66Q: 3 clusters Score -6491310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6491312.500000 Penalty: 3529.780273
	Iteration 67Q: 3 clusters Score -6491312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6491312.000000 Penalty: 3529.780273
	Iteration 68Q: 3 clusters Score -6491312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6491315.000000 Penalty: 3529.780273
	Iteration 69Q: 3 clusters Score -6491315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6491315.500000 Penalty: 3529.780273
	Iteration 70Q: 3 clusters Score -6491316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6491316.000000 Penalty: 3529.780273
	Iteration 71Q: 3 clusters Score -6491316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6491312.000000 Penalty: 3529.780273
	Iteration 72Q: 3 clusters Score -6491312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6491316.500000 Penalty: 3529.780273
	Iteration 73Q: 3 clusters Score -6491316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6491332.500000 Penalty: 3529.780273
	Iteration 74Q: 3 clusters Score -6491332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6491339.500000 Penalty: 3529.780273
	Iteration 75Q: 3 clusters Score -6491340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6491345.000000 Penalty: 3529.780273
	Iteration 76Q: 3 clusters Score -6491345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6491342.000000 Penalty: 3529.780273
	Iteration 77Q: 3 clusters Score -6491342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6491344.000000 Penalty: 3529.780273
	Iteration 78Q: 3 clusters Score -6491344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6491339.000000 Penalty: 3529.780273
	Iteration 79Q: 3 clusters Score -6491339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6491341.000000 Penalty: 3529.780273
	Iteration 80F: 3 clusters Score -6491341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6491341.000000 Penalty: 3529.780273
	Iteration 81Q: 3 clusters Score -6491341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6491355.500000 Penalty: 3529.780273
	Iteration 82Q: 3 clusters Score -6491356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6491355.000000 Penalty: 3529.780273
	Iteration 83Q: 3 clusters Score -6491355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6491357.000000 Penalty: 3529.780273
	Iteration 84Q: 3 clusters Score -6491357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6491358.000000 Penalty: 3529.780273
	Iteration 85Q: 3 clusters Score -6491358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6491359.000000 Penalty: 3529.780273
	Iteration 86Q: 3 clusters Score -6491359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6491355.000000 Penalty: 3529.780273
	Iteration 87Q: 3 clusters Score -6491355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6491361.500000 Penalty: 3529.780273
	Iteration 88Q: 3 clusters Score -6491362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6491358.500000 Penalty: 3529.780273
	Iteration 89Q: 3 clusters Score -6491358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6491353.000000 Penalty: 3529.780273
	Iteration 90Q: 3 clusters Score -6491353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6491353.000000 Penalty: 3529.780273
	Iteration 91F: 3 clusters Score -6491353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56095.136719 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56095.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -55161.453125 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55161.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -55254.433594 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55254.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -55274.496094 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55274.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55287.398438 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55287.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -55291.574219 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55291.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -55291.574219 Penalty: 1890.561035
	Iteration 5F: 3 clusters Score -55291.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Entering Unmasked Estep 
Score: -6976951.000000 Penalty: 1776.612427
	Iteration 0F: 2 clusters Score -6976951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -6939794.500000 Penalty: 3553.224854
	Iteration 0F: 3 clusters Score -6939794 nChanged 26393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -6954611.000000 Penalty: 3553.224854
	Iteration 1F: 3 clusters Score -6954611 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -6955068.500000 Penalty: 3553.224854
	Iteration 2Q: 3 clusters Score -6955068 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -6955663.500000 Penalty: 3553.224854
	Iteration 3Q: 3 clusters Score -6955664 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -6956534.500000 Penalty: 3553.224854
	Iteration 4Q: 3 clusters Score -6956534 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -6957641.500000 Penalty: 3553.224854
	Iteration 5Q: 3 clusters Score -6957642 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -6959167.000000 Penalty: 3553.224854
	Iteration 6Q: 3 clusters Score -6959167 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -6961253.000000 Penalty: 3553.224854
	Iteration 7F: 3 clusters Score -6961253 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -6963663.500000 Penalty: 3553.224854
	Iteration 8F: 3 clusters Score -6963664 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -6966137.500000 Penalty: 3553.224854
	Iteration 9F: 3 clusters Score -6966138 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -6967992.000000 Penalty: 3553.224854
	Iteration 10F: 3 clusters Score -6967992 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -6969018.500000 Penalty: 3553.224854
	Iteration 11Q: 3 clusters Score -6969018 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -6969621.500000 Penalty: 3553.224854
	Iteration 12Q: 3 clusters Score -6969622 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -6970022.000000 Penalty: 3553.224854
	Iteration 13Q: 3 clusters Score -6970022 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -6970394.500000 Penalty: 3553.224854
	Iteration 14Q: 3 clusters Score -6970394 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -6970804.500000 Penalty: 3553.224854
	Iteration 15Q: 3 clusters Score -6970804 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -6971206.500000 Penalty: 3553.224854
	Iteration 16Q: 3 clusters Score -6971206 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -6971630.500000 Penalty: 3553.224854
	Iteration 17Q: 3 clusters Score -6971630 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -6972041.500000 Penalty: 3553.224854
	Iteration 18Q: 3 clusters Score -6972042 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -6972433.000000 Penalty: 3553.224854
	Iteration 19Q: 3 clusters Score -6972433 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -6972820.500000 Penalty: 3553.224854
	Iteration 20F: 3 clusters Score -6972820 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -6973196.500000 Penalty: 3553.224854
	Iteration 21Q: 3 clusters Score -6973196 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -6973498.500000 Penalty: 3553.224854
	Iteration 22Q: 3 clusters Score -6973498 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -6973784.500000 Penalty: 3553.224854
	Iteration 23Q: 3 clusters Score -6973784 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -6974042.000000 Penalty: 3553.224854
	Iteration 24Q: 3 clusters Score -6974042 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -6974257.000000 Penalty: 3553.224854
	Iteration 25Q: 3 clusters Score -6974257 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -6974409.500000 Penalty: 3553.224854
	Iteration 26Q: 3 clusters Score -6974410 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -6974559.500000 Penalty: 3553.224854
	Iteration 27Q: 3 clusters Score -6974560 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -6974686.000000 Penalty: 3553.224854
	Iteration 28Q: 3 clusters Score -6974686 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -6974789.500000 Penalty: 3553.224854
	Iteration 29Q: 3 clusters Score -6974790 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -6974872.000000 Penalty: 3553.224854
	Iteration 30Q: 3 clusters Score -6974872 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -6974928.000000 Penalty: 3553.224854
	Iteration 31Q: 3 clusters Score -6974928 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -6975008.000000 Penalty: 3553.224854
	Iteration 32Q: 3 clusters Score -6975008 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -6975057.000000 Penalty: 3553.224854
	Iteration 33Q: 3 clusters Score -6975057 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 54584 members 
Entering Unmasked Estep 
Score: -6975103.000000 Penalty: 3553.224854
	Iteration 34Q: 3 clusters Score -6975103 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -6975137.000000 Penalty: 3553.224854
	Iteration 35Q: 3 clusters Score -6975137 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -6975165.500000 Penalty: 3553.224854
	Iteration 36Q: 3 clusters Score -6975166 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 54778 members 
Entering Unmasked Estep 
Score: -6975177.500000 Penalty: 3553.224854
	Iteration 37Q: 3 clusters Score -6975178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -6975214.500000 Penalty: 3553.224854
	Iteration 38Q: 3 clusters Score -6975214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -6975240.000000 Penalty: 3553.224854
	Iteration 39Q: 3 clusters Score -6975240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -6975266.500000 Penalty: 3553.224854
	Iteration 40F: 3 clusters Score -6975266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -6975279.500000 Penalty: 3553.224854
	Iteration 41Q: 3 clusters Score -6975280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -6975296.500000 Penalty: 3553.224854
	Iteration 42Q: 3 clusters Score -6975296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -6975302.500000 Penalty: 3553.224854
	Iteration 43Q: 3 clusters Score -6975302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -6975311.500000 Penalty: 3553.224854
	Iteration 44Q: 3 clusters Score -6975312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 55071 members 
Entering Unmasked Estep 
Score: -6975327.000000 Penalty: 3553.224854
	Iteration 45Q: 3 clusters Score -6975327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -6975328.000000 Penalty: 3553.224854
	Iteration 46Q: 3 clusters Score -6975328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -6975335.000000 Penalty: 3553.224854
	Iteration 47Q: 3 clusters Score -6975335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 55133 members 
Entering Unmasked Estep 
Score: -6975331.500000 Penalty: 3553.224854
	Iteration 48Q: 3 clusters Score -6975332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -6975346.500000 Penalty: 3553.224854
	Iteration 49Q: 3 clusters Score -6975346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -6975355.000000 Penalty: 3553.224854
	Iteration 50Q: 3 clusters Score -6975355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -6975360.500000 Penalty: 3553.224854
	Iteration 51Q: 3 clusters Score -6975360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -6975358.500000 Penalty: 3553.224854
	Iteration 52Q: 3 clusters Score -6975358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -6975363.000000 Penalty: 3553.224854
	Iteration 53Q: 3 clusters Score -6975363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -6975370.000000 Penalty: 3553.224854
	Iteration 54Q: 3 clusters Score -6975370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -6975385.500000 Penalty: 3553.224854
	Iteration 55Q: 3 clusters Score -6975386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -6975390.500000 Penalty: 3553.224854
	Iteration 56Q: 3 clusters Score -6975390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -6975395.500000 Penalty: 3553.224854
	Iteration 57Q: 3 clusters Score -6975396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -6975399.000000 Penalty: 3553.224854
	Iteration 58Q: 3 clusters Score -6975399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -6975415.000000 Penalty: 3553.224854
	Iteration 59Q: 3 clusters Score -6975415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 55272 members 
Entering Unmasked Estep 
Score: -6975417.000000 Penalty: 3553.224854
	Iteration 60F: 3 clusters Score -6975417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -6975428.500000 Penalty: 3553.224854
	Iteration 61Q: 3 clusters Score -6975428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 55276 members 
Entering Unmasked Estep 
Score: -6975426.000000 Penalty: 3553.224854
	Iteration 62Q: 3 clusters Score -6975426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 55280 members 
Entering Unmasked Estep 
Score: -6975418.000000 Penalty: 3553.224854
	Iteration 63Q: 3 clusters Score -6975418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -6975429.000000 Penalty: 3553.224854
	Iteration 64Q: 3 clusters Score -6975429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -6975429.000000 Penalty: 3553.224854
	Iteration 65F: 3 clusters Score -6975429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2807 members 
Mstep: Class 4 contains 31655 members 
Mstep: Class 5 contains 6592 members 
Mstep: Class 6 contains 35430 members 
Mstep: Class 7 contains 69116 members 
Mstep: Class 8 contains 72047 members 
Mstep: Class 9 contains 76115 members 
Mstep: Class 10 contains 43600 members 
Mstep: Class 11 contains 40441 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64868 members 
Mstep: Class 19 contains 52097 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 55994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585176.000000 Penalty: 34682.753906
Iteration 399Q: 17 clusters Score -7.558518e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68696 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2807 members 
Mstep: Class 4 contains 31640 members 
Mstep: Class 5 contains 6594 members 
Mstep: Class 6 contains 35428 members 
Mstep: Class 7 contains 69115 members 
Mstep: Class 8 contains 72043 members 
Mstep: Class 9 contains 76115 members 
Mstep: Class 10 contains 43586 members 
Mstep: Class 11 contains 40435 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64863 members 
Mstep: Class 19 contains 52120 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585056.000000 Penalty: 34682.753906
Iteration 400F: 17 clusters Score -7.558506e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 31629 members 
Mstep: Class 5 contains 6596 members 
Mstep: Class 6 contains 35428 members 
Mstep: Class 7 contains 69127 members 
Mstep: Class 8 contains 71999 members 
Mstep: Class 9 contains 76115 members 
Mstep: Class 10 contains 43584 members 
Mstep: Class 11 contains 40440 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64875 members 
Mstep: Class 19 contains 52136 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584952.000000 Penalty: 34682.753906
Iteration 401Q: 17 clusters Score -7.558495e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2807 members 
Mstep: Class 4 contains 31625 members 
Mstep: Class 5 contains 6598 members 
Mstep: Class 6 contains 35425 members 
Mstep: Class 7 contains 69119 members 
Mstep: Class 8 contains 71969 members 
Mstep: Class 9 contains 76114 members 
Mstep: Class 10 contains 43589 members 
Mstep: Class 11 contains 40441 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64877 members 
Mstep: Class 19 contains 52135 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584880.000000 Penalty: 34682.753906
Iteration 402Q: 17 clusters Score -7.558488e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68675 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 31610 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 35426 members 
Mstep: Class 7 contains 69124 members 
Mstep: Class 8 contains 71916 members 
Mstep: Class 9 contains 76128 members 
Mstep: Class 10 contains 43594 members 
Mstep: Class 11 contains 40439 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64860 members 
Mstep: Class 19 contains 52146 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584824.000000 Penalty: 34682.753906
Iteration 403Q: 17 clusters Score -7.558482e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68715 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 31609 members 
Mstep: Class 5 contains 6604 members 
Mstep: Class 6 contains 35425 members 
Mstep: Class 7 contains 69130 members 
Mstep: Class 8 contains 71833 members 
Mstep: Class 9 contains 76140 members 
Mstep: Class 10 contains 43601 members 
Mstep: Class 11 contains 40438 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64852 members 
Mstep: Class 19 contains 52156 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584856.000000 Penalty: 34682.753906
Iteration 404Q: 17 clusters Score -7.558486e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68708 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 31608 members 
Mstep: Class 5 contains 6606 members 
Mstep: Class 6 contains 35432 members 
Mstep: Class 7 contains 69143 members 
Mstep: Class 8 contains 71776 members 
Mstep: Class 9 contains 76141 members 
Mstep: Class 10 contains 43614 members 
Mstep: Class 11 contains 40435 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64854 members 
Mstep: Class 19 contains 52165 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584808.000000 Penalty: 34682.753906
Iteration 405Q: 17 clusters Score -7.558481e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 31595 members 
Mstep: Class 5 contains 6611 members 
Mstep: Class 6 contains 35415 members 
Mstep: Class 7 contains 69142 members 
Mstep: Class 8 contains 71727 members 
Mstep: Class 9 contains 76141 members 
Mstep: Class 10 contains 43631 members 
Mstep: Class 11 contains 40433 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64858 members 
Mstep: Class 19 contains 52173 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584832.000000 Penalty: 34682.753906
Iteration 406Q: 17 clusters Score -7.558483e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68739 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 31595 members 
Mstep: Class 5 contains 6616 members 
Mstep: Class 6 contains 35399 members 
Mstep: Class 7 contains 69143 members 
Mstep: Class 8 contains 71670 members 
Mstep: Class 9 contains 76144 members 
Mstep: Class 10 contains 43642 members 
Mstep: Class 11 contains 40436 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64856 members 
Mstep: Class 19 contains 52179 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584848.000000 Penalty: 34682.753906
Iteration 407Q: 17 clusters Score -7.558485e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68739 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 31606 members 
Mstep: Class 5 contains 6620 members 
Mstep: Class 6 contains 35387 members 
Mstep: Class 7 contains 69150 members 
Mstep: Class 8 contains 71594 members 
Mstep: Class 9 contains 76139 members 
Mstep: Class 10 contains 43661 members 
Mstep: Class 11 contains 40447 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64858 members 
Mstep: Class 19 contains 52185 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584712.000000 Penalty: 34682.753906
Iteration 408Q: 17 clusters Score -7.558471e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68740 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 31617 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 35376 members 
Mstep: Class 7 contains 69147 members 
Mstep: Class 8 contains 71524 members 
Mstep: Class 9 contains 76142 members 
Mstep: Class 10 contains 43669 members 
Mstep: Class 11 contains 40454 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64871 members 
Mstep: Class 19 contains 52190 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584928.000000 Penalty: 34682.753906
Iteration 409Q: 17 clusters Score -7.558493e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 31623 members 
Mstep: Class 5 contains 6621 members 
Mstep: Class 6 contains 35371 members 
Mstep: Class 7 contains 69142 members 
Mstep: Class 8 contains 71480 members 
Mstep: Class 9 contains 76138 members 
Mstep: Class 10 contains 43678 members 
Mstep: Class 11 contains 40452 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64879 members 
Mstep: Class 19 contains 52205 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584936.000000 Penalty: 34682.753906
Iteration 410Q: 17 clusters Score -7.558494e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 31627 members 
Mstep: Class 5 contains 6621 members 
Mstep: Class 6 contains 35366 members 
Mstep: Class 7 contains 69131 members 
Mstep: Class 8 contains 71407 members 
Mstep: Class 9 contains 76137 members 
Mstep: Class 10 contains 43694 members 
Mstep: Class 11 contains 40454 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64879 members 
Mstep: Class 19 contains 52230 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584976.000000 Penalty: 34682.753906
Iteration 411Q: 17 clusters Score -7.558498e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2821 members 
Mstep: Class 4 contains 31623 members 
Mstep: Class 5 contains 6620 members 
Mstep: Class 6 contains 35373 members 
Mstep: Class 7 contains 69128 members 
Mstep: Class 8 contains 71315 members 
Mstep: Class 9 contains 76134 members 
Mstep: Class 10 contains 43708 members 
Mstep: Class 11 contains 40459 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64884 members 
Mstep: Class 19 contains 52242 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585040.000000 Penalty: 34682.753906
Iteration 412Q: 17 clusters Score -7.558504e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 31614 members 
Mstep: Class 5 contains 6621 members 
Mstep: Class 6 contains 35371 members 
Mstep: Class 7 contains 69120 members 
Mstep: Class 8 contains 71257 members 
Mstep: Class 9 contains 76136 members 
Mstep: Class 10 contains 43723 members 
Mstep: Class 11 contains 40459 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64873 members 
Mstep: Class 19 contains 52258 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585096.000000 Penalty: 34682.753906
Iteration 413Q: 17 clusters Score -7.55851e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2823 members 
Mstep: Class 4 contains 31620 members 
Mstep: Class 5 contains 6621 members 
Mstep: Class 6 contains 35375 members 
Mstep: Class 7 contains 69127 members 
Mstep: Class 8 contains 71197 members 
Mstep: Class 9 contains 76141 members 
Mstep: Class 10 contains 43732 members 
Mstep: Class 11 contains 40453 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64862 members 
Mstep: Class 19 contains 52275 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585056.000000 Penalty: 34682.753906
Iteration 414Q: 17 clusters Score -7.558506e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68804 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 31624 members 
Mstep: Class 5 contains 6621 members 
Mstep: Class 6 contains 35364 members 
Mstep: Class 7 contains 69133 members 
Mstep: Class 8 contains 71147 members 
Mstep: Class 9 contains 76144 members 
Mstep: Class 10 contains 43750 members 
Mstep: Class 11 contains 40451 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64863 members 
Mstep: Class 19 contains 52292 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585088.000000 Penalty: 34682.753906
Iteration 415Q: 17 clusters Score -7.558509e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68811 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2824 members 
Mstep: Class 4 contains 31608 members 
Mstep: Class 5 contains 6621 members 
Mstep: Class 6 contains 35363 members 
Mstep: Class 7 contains 69137 members 
Mstep: Class 8 contains 71112 members 
Mstep: Class 9 contains 76146 members 
Mstep: Class 10 contains 43769 members 
Mstep: Class 11 contains 40453 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64847 members 
Mstep: Class 19 contains 52313 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585136.000000 Penalty: 34682.753906
Iteration 416Q: 17 clusters Score -7.558514e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68804 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2826 members 
Mstep: Class 4 contains 31594 members 
Mstep: Class 5 contains 6621 members 
Mstep: Class 6 contains 35364 members 
Mstep: Class 7 contains 69135 members 
Mstep: Class 8 contains 71055 members 
Mstep: Class 9 contains 76163 members 
Mstep: Class 10 contains 43786 members 
Mstep: Class 11 contains 40458 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64844 members 
Mstep: Class 19 contains 52330 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585208.000000 Penalty: 34682.753906
Iteration 417Q: 17 clusters Score -7.558521e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68806 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2829 members 
Mstep: Class 4 contains 31579 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 35364 members 
Mstep: Class 7 contains 69142 members 
Mstep: Class 8 contains 71006 members 
Mstep: Class 9 contains 76167 members 
Mstep: Class 10 contains 43808 members 
Mstep: Class 11 contains 40456 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64845 members 
Mstep: Class 19 contains 52340 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585240.000000 Penalty: 34682.753906
Iteration 418Q: 17 clusters Score -7.558524e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68823 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2837 members 
Mstep: Class 4 contains 31559 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 35360 members 
Mstep: Class 7 contains 69148 members 
Mstep: Class 8 contains 70964 members 
Mstep: Class 9 contains 76174 members 
Mstep: Class 10 contains 43835 members 
Mstep: Class 11 contains 40454 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64813 members 
Mstep: Class 19 contains 52362 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585176.000000 Penalty: 34682.753906
Iteration 419Q: 17 clusters Score -7.558518e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68879 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2843 members 
Mstep: Class 4 contains 31537 members 
Mstep: Class 5 contains 6624 members 
Mstep: Class 6 contains 35365 members 
Mstep: Class 7 contains 69148 members 
Mstep: Class 8 contains 70906 members 
Mstep: Class 9 contains 76183 members 
Mstep: Class 10 contains 43858 members 
Mstep: Class 11 contains 40450 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64780 members 
Mstep: Class 19 contains 52366 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585144.000000 Penalty: 34682.753906
Iteration 420F: 17 clusters Score -7.558514e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68914 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2840 members 
Mstep: Class 4 contains 31510 members 
Mstep: Class 5 contains 6627 members 
Mstep: Class 6 contains 35375 members 
Mstep: Class 7 contains 69149 members 
Mstep: Class 8 contains 70865 members 
Mstep: Class 9 contains 76193 members 
Mstep: Class 10 contains 43890 members 
Mstep: Class 11 contains 40436 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64752 members 
Mstep: Class 19 contains 52378 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585152.000000 Penalty: 34682.753906
Iteration 421Q: 17 clusters Score -7.558515e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2844 members 
Mstep: Class 4 contains 31482 members 
Mstep: Class 5 contains 6631 members 
Mstep: Class 6 contains 35369 members 
Mstep: Class 7 contains 69140 members 
Mstep: Class 8 contains 70857 members 
Mstep: Class 9 contains 76196 members 
Mstep: Class 10 contains 43902 members 
Mstep: Class 11 contains 40431 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64717 members 
Mstep: Class 19 contains 52392 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585208.000000 Penalty: 34682.753906
Iteration 422Q: 17 clusters Score -7.558521e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68939 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2847 members 
Mstep: Class 4 contains 31442 members 
Mstep: Class 5 contains 6632 members 
Mstep: Class 6 contains 35381 members 
Mstep: Class 7 contains 69134 members 
Mstep: Class 8 contains 70856 members 
Mstep: Class 9 contains 76210 members 
Mstep: Class 10 contains 43914 members 
Mstep: Class 11 contains 40434 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64680 members 
Mstep: Class 19 contains 52399 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585280.000000 Penalty: 34682.753906
Iteration 423Q: 17 clusters Score -7.558528e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68936 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2858 members 
Mstep: Class 4 contains 31410 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 35394 members 
Mstep: Class 7 contains 69126 members 
Mstep: Class 8 contains 70849 members 
Mstep: Class 9 contains 76220 members 
Mstep: Class 10 contains 43924 members 
Mstep: Class 11 contains 40427 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64655 members 
Mstep: Class 19 contains 52405 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585192.000000 Penalty: 34682.753906
Iteration 424Q: 17 clusters Score -7.558519e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 31382 members 
Mstep: Class 5 contains 6640 members 
Mstep: Class 6 contains 35399 members 
Mstep: Class 7 contains 69104 members 
Mstep: Class 8 contains 70846 members 
Mstep: Class 9 contains 76239 members 
Mstep: Class 10 contains 43923 members 
Mstep: Class 11 contains 40431 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64605 members 
Mstep: Class 19 contains 52414 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585216.000000 Penalty: 34682.753906
Iteration 425Q: 17 clusters Score -7.558522e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68939 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2871 members 
Mstep: Class 4 contains 31339 members 
Mstep: Class 5 contains 6642 members 
Mstep: Class 6 contains 35404 members 
Mstep: Class 7 contains 69093 members 
Mstep: Class 8 contains 70845 members 
Mstep: Class 9 contains 76268 members 
Mstep: Class 10 contains 43944 members 
Mstep: Class 11 contains 40442 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64571 members 
Mstep: Class 19 contains 52408 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585208.000000 Penalty: 34682.753906
Iteration 426Q: 17 clusters Score -7.558521e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2884 members 
Mstep: Class 4 contains 31290 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 35404 members 
Mstep: Class 7 contains 69089 members 
Mstep: Class 8 contains 70820 members 
Mstep: Class 9 contains 76308 members 
Mstep: Class 10 contains 43957 members 
Mstep: Class 11 contains 40435 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64537 members 
Mstep: Class 19 contains 52407 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585176.000000 Penalty: 34682.753906
Iteration 427Q: 17 clusters Score -7.558518e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2895 members 
Mstep: Class 4 contains 31238 members 
Mstep: Class 5 contains 6649 members 
Mstep: Class 6 contains 35419 members 
Mstep: Class 7 contains 69086 members 
Mstep: Class 8 contains 70776 members 
Mstep: Class 9 contains 76333 members 
Mstep: Class 10 contains 43971 members 
Mstep: Class 11 contains 40432 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 64493 members 
Mstep: Class 19 contains 52424 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585192.000000 Penalty: 34682.753906
Iteration 428Q: 17 clusters Score -7.558519e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69015 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2906 members 
Mstep: Class 4 contains 31188 members 
Mstep: Class 5 contains 6653 members 
Mstep: Class 6 contains 35431 members 
Mstep: Class 7 contains 69075 members 
Mstep: Class 8 contains 70729 members 
Mstep: Class 9 contains 76359 members 
Mstep: Class 10 contains 43989 members 
Mstep: Class 11 contains 40421 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 64434 members 
Mstep: Class 19 contains 52440 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585248.000000 Penalty: 34682.753906
Iteration 429Q: 17 clusters Score -7.558525e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2918 members 
Mstep: Class 4 contains 31124 members 
Mstep: Class 5 contains 6651 members 
Mstep: Class 6 contains 35441 members 
Mstep: Class 7 contains 69073 members 
Mstep: Class 8 contains 70688 members 
Mstep: Class 9 contains 76383 members 
Mstep: Class 10 contains 44004 members 
Mstep: Class 11 contains 40411 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 64388 members 
Mstep: Class 19 contains 52465 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585152.000000 Penalty: 34682.753906
Iteration 430Q: 17 clusters Score -7.558515e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 31053 members 
Mstep: Class 5 contains 6652 members 
Mstep: Class 6 contains 35431 members 
Mstep: Class 7 contains 69070 members 
Mstep: Class 8 contains 70676 members 
Mstep: Class 9 contains 76396 members 
Mstep: Class 10 contains 44007 members 
Mstep: Class 11 contains 40425 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 64339 members 
Mstep: Class 19 contains 52466 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585208.000000 Penalty: 34682.753906
Iteration 431Q: 17 clusters Score -7.558521e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2947 members 
Mstep: Class 4 contains 30978 members 
Mstep: Class 5 contains 6651 members 
Mstep: Class 6 contains 35404 members 
Mstep: Class 7 contains 69064 members 
Mstep: Class 8 contains 70629 members 
Mstep: Class 9 contains 76411 members 
Mstep: Class 10 contains 44030 members 
Mstep: Class 11 contains 40430 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 64290 members 
Mstep: Class 19 contains 52468 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585224.000000 Penalty: 34682.753906
Iteration 432Q: 17 clusters Score -7.558522e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69411 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2973 members 
Mstep: Class 4 contains 30881 members 
Mstep: Class 5 contains 6651 members 
Mstep: Class 6 contains 35398 members 
Mstep: Class 7 contains 69048 members 
Mstep: Class 8 contains 70559 members 
Mstep: Class 9 contains 76428 members 
Mstep: Class 10 contains 44062 members 
Mstep: Class 11 contains 40424 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64243 members 
Mstep: Class 19 contains 52488 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585120.000000 Penalty: 34682.753906
Iteration 433Q: 17 clusters Score -7.558512e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69509 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 2997 members 
Mstep: Class 4 contains 30792 members 
Mstep: Class 5 contains 6651 members 
Mstep: Class 6 contains 35394 members 
Mstep: Class 7 contains 69046 members 
Mstep: Class 8 contains 70500 members 
Mstep: Class 9 contains 76445 members 
Mstep: Class 10 contains 44084 members 
Mstep: Class 11 contains 40439 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64202 members 
Mstep: Class 19 contains 52505 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584992.000000 Penalty: 34682.753906
Iteration 434Q: 17 clusters Score -7.558499e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69563 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 3017 members 
Mstep: Class 4 contains 30718 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 35395 members 
Mstep: Class 7 contains 69057 members 
Mstep: Class 8 contains 70430 members 
Mstep: Class 9 contains 76460 members 
Mstep: Class 10 contains 44110 members 
Mstep: Class 11 contains 40443 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64150 members 
Mstep: Class 19 contains 52540 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585016.000000 Penalty: 34682.753906
Iteration 435Q: 17 clusters Score -7.558502e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69607 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 3039 members 
Mstep: Class 4 contains 30624 members 
Mstep: Class 5 contains 6651 members 
Mstep: Class 6 contains 35404 members 
Mstep: Class 7 contains 69072 members 
Mstep: Class 8 contains 70381 members 
Mstep: Class 9 contains 76477 members 
Mstep: Class 10 contains 44138 members 
Mstep: Class 11 contains 40455 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64095 members 
Mstep: Class 19 contains 52576 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75585040.000000 Penalty: 34682.753906
Iteration 436Q: 17 clusters Score -7.558504e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 30539 members 
Mstep: Class 5 contains 6649 members 
Mstep: Class 6 contains 35406 members 
Mstep: Class 7 contains 69068 members 
Mstep: Class 8 contains 70339 members 
Mstep: Class 9 contains 76490 members 
Mstep: Class 10 contains 44181 members 
Mstep: Class 11 contains 40458 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64055 members 
Mstep: Class 19 contains 52606 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584920.000000 Penalty: 34682.753906
Iteration 437Q: 17 clusters Score -7.558492e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 3072 members 
Mstep: Class 4 contains 30444 members 
Mstep: Class 5 contains 6649 members 
Mstep: Class 6 contains 35395 members 
Mstep: Class 7 contains 69082 members 
Mstep: Class 8 contains 70307 members 
Mstep: Class 9 contains 76500 members 
Mstep: Class 10 contains 44227 members 
Mstep: Class 11 contains 40455 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64029 members 
Mstep: Class 19 contains 52634 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 56981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584904.000000 Penalty: 34682.753906
Iteration 438Q: 17 clusters Score -7.55849e+07 nChanged 952
Entering ConstructFrom: 
Score: -75584904.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (69716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Entering Unmasked Estep 
Score: -8657164.000000 Penalty: 1812.230103
	Iteration 0F: 2 clusters Score -8657164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -8611944.000000 Penalty: 3624.460205
	Iteration 0F: 3 clusters Score -8611944 nChanged 33180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -8631144.000000 Penalty: 3624.460205
	Iteration 1F: 3 clusters Score -8631144 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -8632758.000000 Penalty: 3624.460205
	Iteration 2Q: 3 clusters Score -8632758 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -8635488.000000 Penalty: 3624.460205
	Iteration 3F: 3 clusters Score -8635488 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -8639725.000000 Penalty: 3624.460205
	Iteration 4F: 3 clusters Score -8639725 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -8645049.000000 Penalty: 3624.460205
	Iteration 5F: 3 clusters Score -8645049 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -8649860.000000 Penalty: 3624.460205
	Iteration 6F: 3 clusters Score -8649860 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -8652652.000000 Penalty: 3624.460205
	Iteration 7F: 3 clusters Score -8652652 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -8653805.000000 Penalty: 3624.460205
	Iteration 8Q: 3 clusters Score -8653805 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -8654313.000000 Penalty: 3624.460205
	Iteration 9Q: 3 clusters Score -8654313 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -8654707.000000 Penalty: 3624.460205
	Iteration 10Q: 3 clusters Score -8654707 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -8655009.000000 Penalty: 3624.460205
	Iteration 11Q: 3 clusters Score -8655009 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 63580 members 
Entering Unmasked Estep 
Score: -8655245.000000 Penalty: 3624.460205
	Iteration 12Q: 3 clusters Score -8655245 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -8655421.000000 Penalty: 3624.460205
	Iteration 13Q: 3 clusters Score -8655421 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 65003 members 
Entering Unmasked Estep 
Score: -8655522.000000 Penalty: 3624.460205
	Iteration 14Q: 3 clusters Score -8655522 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
Score: -8655653.000000 Penalty: 3624.460205
	Iteration 15Q: 3 clusters Score -8655653 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 65973 members 
Entering Unmasked Estep 
Score: -8655770.000000 Penalty: 3624.460205
	Iteration 16Q: 3 clusters Score -8655770 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
Score: -8655817.000000 Penalty: 3624.460205
	Iteration 17Q: 3 clusters Score -8655817 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 66576 members 
Entering Unmasked Estep 
Score: -8655834.000000 Penalty: 3624.460205
	Iteration 18Q: 3 clusters Score -8655834 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -8655869.000000 Penalty: 3624.460205
	Iteration 19Q: 3 clusters Score -8655869 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 66997 members 
Entering Unmasked Estep 
Score: -8655884.000000 Penalty: 3624.460205
	Iteration 20F: 3 clusters Score -8655884 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 67183 members 
Entering Unmasked Estep 
Score: -8655927.000000 Penalty: 3624.460205
	Iteration 21Q: 3 clusters Score -8655927 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 67356 members 
Entering Unmasked Estep 
Score: -8655964.000000 Penalty: 3624.460205
	Iteration 22Q: 3 clusters Score -8655964 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 67487 members 
Entering Unmasked Estep 
Score: -8655993.000000 Penalty: 3624.460205
	Iteration 23Q: 3 clusters Score -8655993 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 67589 members 
Entering Unmasked Estep 
Score: -8655995.000000 Penalty: 3624.460205
	Iteration 24Q: 3 clusters Score -8655995 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 67680 members 
Entering Unmasked Estep 
Score: -8656010.000000 Penalty: 3624.460205
	Iteration 25Q: 3 clusters Score -8656010 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -8656020.000000 Penalty: 3624.460205
	Iteration 26Q: 3 clusters Score -8656020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -8656008.000000 Penalty: 3624.460205
	Iteration 27Q: 3 clusters Score -8656008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -8656033.000000 Penalty: 3624.460205
	Iteration 28Q: 3 clusters Score -8656033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -8656009.000000 Penalty: 3624.460205
	Iteration 29Q: 3 clusters Score -8656009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -8655996.000000 Penalty: 3624.460205
	Iteration 30Q: 3 clusters Score -8655996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -8656014.000000 Penalty: 3624.460205
	Iteration 31Q: 3 clusters Score -8656014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -8656031.000000 Penalty: 3624.460205
	Iteration 32Q: 3 clusters Score -8656031 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 68035 members 
Entering Unmasked Estep 
Score: -8656045.000000 Penalty: 3624.460205
	Iteration 33Q: 3 clusters Score -8656045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 68072 members 
Entering Unmasked Estep 
Score: -8656034.000000 Penalty: 3624.460205
	Iteration 34Q: 3 clusters Score -8656034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -8656023.000000 Penalty: 3624.460205
	Iteration 35Q: 3 clusters Score -8656023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 68113 members 
Entering Unmasked Estep 
Score: -8656029.000000 Penalty: 3624.460205
	Iteration 36Q: 3 clusters Score -8656029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -8656027.000000 Penalty: 3624.460205
	Iteration 37Q: 3 clusters Score -8656027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 68142 members 
Entering Unmasked Estep 
Score: -8656014.000000 Penalty: 3624.460205
	Iteration 38Q: 3 clusters Score -8656014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -8656017.000000 Penalty: 3624.460205
	Iteration 39Q: 3 clusters Score -8656017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 68165 members 
Entering Unmasked Estep 
Score: -8656010.000000 Penalty: 3624.460205
	Iteration 40F: 3 clusters Score -8656010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -8656009.000000 Penalty: 3624.460205
	Iteration 41Q: 3 clusters Score -8656009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -8656017.000000 Penalty: 3624.460205
	Iteration 42Q: 3 clusters Score -8656017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -8656021.000000 Penalty: 3624.460205
	Iteration 43Q: 3 clusters Score -8656021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 68201 members 
Entering Unmasked Estep 
Score: -8656026.000000 Penalty: 3624.460205
	Iteration 44Q: 3 clusters Score -8656026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -8656017.000000 Penalty: 3624.460205
	Iteration 45Q: 3 clusters Score -8656017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 68231 members 
Entering Unmasked Estep 
Score: -8656021.000000 Penalty: 3624.460205
	Iteration 46Q: 3 clusters Score -8656021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 68245 members 
Entering Unmasked Estep 
Score: -8656019.000000 Penalty: 3624.460205
	Iteration 47Q: 3 clusters Score -8656019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -8656024.000000 Penalty: 3624.460205
	Iteration 48Q: 3 clusters Score -8656024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 68263 members 
Entering Unmasked Estep 
Score: -8656021.000000 Penalty: 3624.460205
	Iteration 49Q: 3 clusters Score -8656021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
Score: -8656024.000000 Penalty: 3624.460205
	Iteration 50Q: 3 clusters Score -8656024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 68281 members 
Entering Unmasked Estep 
Score: -8656022.000000 Penalty: 3624.460205
	Iteration 51Q: 3 clusters Score -8656022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 68292 members 
Entering Unmasked Estep 
Score: -8656019.000000 Penalty: 3624.460205
	Iteration 52Q: 3 clusters Score -8656019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 68302 members 
Entering Unmasked Estep 
Score: -8656024.000000 Penalty: 3624.460205
	Iteration 53Q: 3 clusters Score -8656024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 68310 members 
Entering Unmasked Estep 
Score: -8656031.000000 Penalty: 3624.460205
	Iteration 54Q: 3 clusters Score -8656031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -8656030.000000 Penalty: 3624.460205
	Iteration 55Q: 3 clusters Score -8656030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -8656027.000000 Penalty: 3624.460205
	Iteration 56Q: 3 clusters Score -8656027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -8656024.000000 Penalty: 3624.460205
	Iteration 57Q: 3 clusters Score -8656024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 68329 members 
Entering Unmasked Estep 
Score: -8656022.000000 Penalty: 3624.460205
	Iteration 58Q: 3 clusters Score -8656022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 68334 members 
Entering Unmasked Estep 
Score: -8656022.000000 Penalty: 3624.460205
	Iteration 59Q: 3 clusters Score -8656022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -8656023.000000 Penalty: 3624.460205
	Iteration 60F: 3 clusters Score -8656023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -8656012.000000 Penalty: 3624.460205
	Iteration 61Q: 3 clusters Score -8656012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 68339 members 
Entering Unmasked Estep 
Score: -8656017.000000 Penalty: 3624.460205
	Iteration 62Q: 3 clusters Score -8656017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 68343 members 
Entering Unmasked Estep 
Score: -8656017.000000 Penalty: 3624.460205
	Iteration 63Q: 3 clusters Score -8656017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -8656018.000000 Penalty: 3624.460205
	Iteration 64Q: 3 clusters Score -8656018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 68353 members 
Entering Unmasked Estep 
Score: -8656020.000000 Penalty: 3624.460205
	Iteration 65Q: 3 clusters Score -8656020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -8656024.000000 Penalty: 3624.460205
	Iteration 66Q: 3 clusters Score -8656024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -8656027.000000 Penalty: 3624.460205
	Iteration 67Q: 3 clusters Score -8656027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -8656034.000000 Penalty: 3624.460205
	Iteration 68Q: 3 clusters Score -8656034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 68365 members 
Entering Unmasked Estep 
Score: -8656036.000000 Penalty: 3624.460205
	Iteration 69Q: 3 clusters Score -8656036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 68367 members 
Entering Unmasked Estep 
Score: -8656028.000000 Penalty: 3624.460205
	Iteration 70Q: 3 clusters Score -8656028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 68369 members 
Entering Unmasked Estep 
Score: -8656026.000000 Penalty: 3624.460205
	Iteration 71Q: 3 clusters Score -8656026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -8656025.000000 Penalty: 3624.460205
	Iteration 72Q: 3 clusters Score -8656025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 68371 members 
Entering Unmasked Estep 
Score: -8656023.000000 Penalty: 3624.460205
	Iteration 73Q: 3 clusters Score -8656023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 68371 members 
Entering Unmasked Estep 
Score: -8656023.000000 Penalty: 3624.460205
	Iteration 74F: 3 clusters Score -8656023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -82624.554688 Penalty: 1077.486084
	Iteration 0F: 2 clusters Score -82624.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81409.773438 Penalty: 2154.972168
	Iteration 0F: 3 clusters Score -81409.77 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81736.710938 Penalty: 2154.972168
	Iteration 1F: 3 clusters Score -81736.71 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81862.070312 Penalty: 2154.972168
	Iteration 2F: 3 clusters Score -81862.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81934.859375 Penalty: 2154.972168
	Iteration 3F: 3 clusters Score -81934.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81976.929688 Penalty: 2154.972168
	Iteration 4Q: 3 clusters Score -81976.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -81993.687500 Penalty: 2154.972168
	Iteration 5Q: 3 clusters Score -81993.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82001.234375 Penalty: 2154.972168
	Iteration 6Q: 3 clusters Score -82001.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -82008.156250 Penalty: 2154.972168
	Iteration 7Q: 3 clusters Score -82008.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -82011.257812 Penalty: 2154.972168
	Iteration 8Q: 3 clusters Score -82011.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82014.398438 Penalty: 2154.972168
	Iteration 9Q: 3 clusters Score -82014.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82015.960938 Penalty: 2154.972168
	Iteration 10Q: 3 clusters Score -82015.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -82018.968750 Penalty: 2154.972168
	Iteration 11Q: 3 clusters Score -82018.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82023.984375 Penalty: 2154.972168
	Iteration 12Q: 3 clusters Score -82023.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82027.296875 Penalty: 2154.972168
	Iteration 13Q: 3 clusters Score -82027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82030.203125 Penalty: 2154.972168
	Iteration 14Q: 3 clusters Score -82030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82030.585938 Penalty: 2154.972168
	Iteration 15Q: 3 clusters Score -82030.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -82031.132812 Penalty: 2154.972168
	Iteration 16Q: 3 clusters Score -82031.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -82031.132812 Penalty: 2154.972168
	Iteration 17F: 3 clusters Score -82031.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Entering Unmasked Estep 
Score: -379748.906250 Penalty: 1305.258545
	Iteration 0F: 2 clusters Score -379748.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -376963.531250 Penalty: 2610.517090
	Iteration 0F: 3 clusters Score -376963.5 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -377588.437500 Penalty: 2610.517090
	Iteration 1F: 3 clusters Score -377588.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -377731.281250 Penalty: 2610.517090
	Iteration 2F: 3 clusters Score -377731.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -377806.156250 Penalty: 2610.517090
	Iteration 3Q: 3 clusters Score -377806.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -377851.750000 Penalty: 2610.517090
	Iteration 4Q: 3 clusters Score -377851.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -377885.250000 Penalty: 2610.517090
	Iteration 5Q: 3 clusters Score -377885.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -377902.906250 Penalty: 2610.517090
	Iteration 6Q: 3 clusters Score -377902.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -377915.093750 Penalty: 2610.517090
	Iteration 7Q: 3 clusters Score -377915.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -377928.843750 Penalty: 2610.517090
	Iteration 8Q: 3 clusters Score -377928.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -377944.187500 Penalty: 2610.517090
	Iteration 9Q: 3 clusters Score -377944.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -377955.281250 Penalty: 2610.517090
	Iteration 10Q: 3 clusters Score -377955.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -377964.000000 Penalty: 2610.517090
	Iteration 11Q: 3 clusters Score -377964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -377968.937500 Penalty: 2610.517090
	Iteration 12Q: 3 clusters Score -377968.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -377974.156250 Penalty: 2610.517090
	Iteration 13Q: 3 clusters Score -377974.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -377982.031250 Penalty: 2610.517090
	Iteration 14Q: 3 clusters Score -377982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -377988.750000 Penalty: 2610.517090
	Iteration 15Q: 3 clusters Score -377988.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -377994.593750 Penalty: 2610.517090
	Iteration 16Q: 3 clusters Score -377994.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -377999.437500 Penalty: 2610.517090
	Iteration 17Q: 3 clusters Score -377999.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -378004.500000 Penalty: 2610.517090
	Iteration 18Q: 3 clusters Score -378004.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -378007.781250 Penalty: 2610.517090
	Iteration 19Q: 3 clusters Score -378007.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -378008.500000 Penalty: 2610.517090
	Iteration 20F: 3 clusters Score -378008.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -378010.500000 Penalty: 2610.517090
	Iteration 21Q: 3 clusters Score -378010.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -378012.718750 Penalty: 2610.517090
	Iteration 22Q: 3 clusters Score -378012.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -378014.187500 Penalty: 2610.517090
	Iteration 23Q: 3 clusters Score -378014.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -378015.937500 Penalty: 2610.517090
	Iteration 24Q: 3 clusters Score -378015.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -378018.093750 Penalty: 2610.517090
	Iteration 25Q: 3 clusters Score -378018.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -378021.125000 Penalty: 2610.517090
	Iteration 26Q: 3 clusters Score -378021.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -378023.281250 Penalty: 2610.517090
	Iteration 27Q: 3 clusters Score -378023.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -378024.718750 Penalty: 2610.517090
	Iteration 28Q: 3 clusters Score -378024.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -378025.062500 Penalty: 2610.517090
	Iteration 29Q: 3 clusters Score -378025.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -378025.218750 Penalty: 2610.517090
	Iteration 30Q: 3 clusters Score -378025.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -378025.218750 Penalty: 2610.517090
	Iteration 31F: 3 clusters Score -378025.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Entering Unmasked Estep 
Score: -3674987.000000 Penalty: 1677.169922
	Iteration 0F: 2 clusters Score -3674987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3654565.000000 Penalty: 3354.339844
	Iteration 0F: 3 clusters Score -3654565 nChanged 14074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3662464.500000 Penalty: 3354.339844
	Iteration 1F: 3 clusters Score -3662464 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3662935.500000 Penalty: 3354.339844
	Iteration 2Q: 3 clusters Score -3662936 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3663434.750000 Penalty: 3354.339844
	Iteration 3Q: 3 clusters Score -3663435 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -3664069.000000 Penalty: 3354.339844
	Iteration 4Q: 3 clusters Score -3664069 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3664853.250000 Penalty: 3354.339844
	Iteration 5Q: 3 clusters Score -3664853 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3665781.750000 Penalty: 3354.339844
	Iteration 6Q: 3 clusters Score -3665782 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -3666845.000000 Penalty: 3354.339844
	Iteration 7F: 3 clusters Score -3666845 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -3667864.750000 Penalty: 3354.339844
	Iteration 8F: 3 clusters Score -3667865 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3668776.000000 Penalty: 3354.339844
	Iteration 9Q: 3 clusters Score -3668776 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3669616.500000 Penalty: 3354.339844
	Iteration 10Q: 3 clusters Score -3669616 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -3670375.500000 Penalty: 3354.339844
	Iteration 11Q: 3 clusters Score -3670376 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -3671062.750000 Penalty: 3354.339844
	Iteration 12Q: 3 clusters Score -3671063 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -3671655.500000 Penalty: 3354.339844
	Iteration 13Q: 3 clusters Score -3671656 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3672149.500000 Penalty: 3354.339844
	Iteration 14Q: 3 clusters Score -3672150 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -3672555.000000 Penalty: 3354.339844
	Iteration 15Q: 3 clusters Score -3672555 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3672845.000000 Penalty: 3354.339844
	Iteration 16Q: 3 clusters Score -3672845 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -3673062.000000 Penalty: 3354.339844
	Iteration 17Q: 3 clusters Score -3673062 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -3673213.500000 Penalty: 3354.339844
	Iteration 18Q: 3 clusters Score -3673214 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -3673332.250000 Penalty: 3354.339844
	Iteration 19Q: 3 clusters Score -3673332 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -3673397.500000 Penalty: 3354.339844
	Iteration 20F: 3 clusters Score -3673398 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3673459.250000 Penalty: 3354.339844
	Iteration 21Q: 3 clusters Score -3673459 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3673515.000000 Penalty: 3354.339844
	Iteration 22Q: 3 clusters Score -3673515 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -3673557.250000 Penalty: 3354.339844
	Iteration 23Q: 3 clusters Score -3673557 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -3673598.750000 Penalty: 3354.339844
	Iteration 24Q: 3 clusters Score -3673599 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -3673632.250000 Penalty: 3354.339844
	Iteration 25Q: 3 clusters Score -3673632 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -3673663.250000 Penalty: 3354.339844
	Iteration 26Q: 3 clusters Score -3673663 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3673689.250000 Penalty: 3354.339844
	Iteration 27Q: 3 clusters Score -3673689 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3673707.500000 Penalty: 3354.339844
	Iteration 28Q: 3 clusters Score -3673708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -3673720.000000 Penalty: 3354.339844
	Iteration 29Q: 3 clusters Score -3673720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -3673725.750000 Penalty: 3354.339844
	Iteration 30Q: 3 clusters Score -3673726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -3673721.250000 Penalty: 3354.339844
	Iteration 31Q: 3 clusters Score -3673721 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -3673725.250000 Penalty: 3354.339844
	Iteration 32Q: 3 clusters Score -3673725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -3673731.250000 Penalty: 3354.339844
	Iteration 33Q: 3 clusters Score -3673731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -3673738.750000 Penalty: 3354.339844
	Iteration 34Q: 3 clusters Score -3673739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -3673744.000000 Penalty: 3354.339844
	Iteration 35Q: 3 clusters Score -3673744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -3673747.000000 Penalty: 3354.339844
	Iteration 36Q: 3 clusters Score -3673747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -3673750.250000 Penalty: 3354.339844
	Iteration 37Q: 3 clusters Score -3673750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -3673750.250000 Penalty: 3354.339844
	Iteration 38Q: 3 clusters Score -3673750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -3673757.750000 Penalty: 3354.339844
	Iteration 39Q: 3 clusters Score -3673758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -3673755.250000 Penalty: 3354.339844
	Iteration 40F: 3 clusters Score -3673755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -3673756.250000 Penalty: 3354.339844
	Iteration 41Q: 3 clusters Score -3673756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -3673754.750000 Penalty: 3354.339844
	Iteration 42Q: 3 clusters Score -3673755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -3673760.250000 Penalty: 3354.339844
	Iteration 43Q: 3 clusters Score -3673760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -3673763.500000 Penalty: 3354.339844
	Iteration 44Q: 3 clusters Score -3673764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -3673760.250000 Penalty: 3354.339844
	Iteration 45Q: 3 clusters Score -3673760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -3673762.000000 Penalty: 3354.339844
	Iteration 46Q: 3 clusters Score -3673762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -3673758.000000 Penalty: 3354.339844
	Iteration 47Q: 3 clusters Score -3673758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -3673759.750000 Penalty: 3354.339844
	Iteration 48Q: 3 clusters Score -3673760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3673761.000000 Penalty: 3354.339844
	Iteration 49Q: 3 clusters Score -3673761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3673764.000000 Penalty: 3354.339844
	Iteration 50Q: 3 clusters Score -3673764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -3673761.000000 Penalty: 3354.339844
	Iteration 51Q: 3 clusters Score -3673761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -3673763.500000 Penalty: 3354.339844
	Iteration 52Q: 3 clusters Score -3673764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -3673762.000000 Penalty: 3354.339844
	Iteration 53Q: 3 clusters Score -3673762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -3673764.250000 Penalty: 3354.339844
	Iteration 54Q: 3 clusters Score -3673764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -3673761.250000 Penalty: 3354.339844
	Iteration 55Q: 3 clusters Score -3673761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -3673761.750000 Penalty: 3354.339844
	Iteration 56Q: 3 clusters Score -3673762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -3673765.750000 Penalty: 3354.339844
	Iteration 57Q: 3 clusters Score -3673766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -3673764.750000 Penalty: 3354.339844
	Iteration 58Q: 3 clusters Score -3673765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -3673769.750000 Penalty: 3354.339844
	Iteration 59Q: 3 clusters Score -3673770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -3673766.250000 Penalty: 3354.339844
	Iteration 60F: 3 clusters Score -3673766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -3673765.500000 Penalty: 3354.339844
	Iteration 61Q: 3 clusters Score -3673766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -3673765.500000 Penalty: 3354.339844
	Iteration 62F: 3 clusters Score -3673766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -787896.687500 Penalty: 1430.360962
	Iteration 0F: 2 clusters Score -787896.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -782859.562500 Penalty: 2860.721924
	Iteration 0F: 3 clusters Score -782859.6 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -784349.312500 Penalty: 2860.721924
	Iteration 1F: 3 clusters Score -784349.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -784582.125000 Penalty: 2860.721924
	Iteration 2F: 3 clusters Score -784582.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -784811.500000 Penalty: 2860.721924
	Iteration 3F: 3 clusters Score -784811.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -785061.187500 Penalty: 2860.721924
	Iteration 4F: 3 clusters Score -785061.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -785351.125000 Penalty: 2860.721924
	Iteration 5F: 3 clusters Score -785351.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -785678.812500 Penalty: 2860.721924
	Iteration 6F: 3 clusters Score -785678.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -785996.562500 Penalty: 2860.721924
	Iteration 7F: 3 clusters Score -785996.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -786293.312500 Penalty: 2860.721924
	Iteration 8Q: 3 clusters Score -786293.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -786565.687500 Penalty: 2860.721924
	Iteration 9Q: 3 clusters Score -786565.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -786759.000000 Penalty: 2860.721924
	Iteration 10Q: 3 clusters Score -786759 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -786933.437500 Penalty: 2860.721924
	Iteration 11Q: 3 clusters Score -786933.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -787014.125000 Penalty: 2860.721924
	Iteration 12Q: 3 clusters Score -787014.1 nChanged 54
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: -787051.750000 Penalty: 2860.721924
	Iteration 13Q: 3 clusters Score -787051.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -787066.625000 Penalty: 2860.721924
	Iteration 14Q: 3 clusters Score -787066.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -787073.687500 Penalty: 2860.721924
	Iteration 15Q: 3 clusters Score -787073.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -787078.687500 Penalty: 2860.721924
	Iteration 16Q: 3 clusters Score -787078.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -787079.437500 Penalty: 2860.721924
	Iteration 17Q: 3 clusters Score -787079.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -787080.375000 Penalty: 2860.721924
	Iteration 18Q: 3 clusters Score -787080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -787081.437500 Penalty: 2860.721924
	Iteration 19Q: 3 clusters Score -787081.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -787082.125000 Penalty: 2860.721924
	Iteration 20F: 3 clusters Score -787082.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Entering Unmasked Estep 
Score: -4403152.000000 Penalty: 1702.055054
	Iteration 0F: 2 clusters Score -4403152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4379438.500000 Penalty: 3404.110107
	Iteration 0F: 3 clusters Score -4379438 nChanged 16426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -4388800.000000 Penalty: 3404.110107
	Iteration 1F: 3 clusters Score -4388800 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4389184.000000 Penalty: 3404.110107
	Iteration 2Q: 3 clusters Score -4389184 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -4389648.000000 Penalty: 3404.110107
	Iteration 3Q: 3 clusters Score -4389648 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -4390139.500000 Penalty: 3404.110107
	Iteration 4Q: 3 clusters Score -4390140 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -4390849.000000 Penalty: 3404.110107
	Iteration 5Q: 3 clusters Score -4390849 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -4391868.500000 Penalty: 3404.110107
	Iteration 6F: 3 clusters Score -4391868 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -4393342.000000 Penalty: 3404.110107
	Iteration 7F: 3 clusters Score -4393342 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -4395177.500000 Penalty: 3404.110107
	Iteration 8F: 3 clusters Score -4395178 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -4397104.000000 Penalty: 3404.110107
	Iteration 9F: 3 clusters Score -4397104 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -4398665.000000 Penalty: 3404.110107
	Iteration 10Q: 3 clusters Score -4398665 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4399669.000000 Penalty: 3404.110107
	Iteration 11Q: 3 clusters Score -4399669 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -4400225.000000 Penalty: 3404.110107
	Iteration 12Q: 3 clusters Score -4400225 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -4400549.000000 Penalty: 3404.110107
	Iteration 13Q: 3 clusters Score -4400549 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -4400775.500000 Penalty: 3404.110107
	Iteration 14Q: 3 clusters Score -4400776 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -4400941.500000 Penalty: 3404.110107
	Iteration 15Q: 3 clusters Score -4400942 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -4401050.000000 Penalty: 3404.110107
	Iteration 16Q: 3 clusters Score -4401050 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -4401136.500000 Penalty: 3404.110107
	Iteration 17Q: 3 clusters Score -4401136 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -4401239.500000 Penalty: 3404.110107
	Iteration 18Q: 3 clusters Score -4401240 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -4401307.500000 Penalty: 3404.110107
	Iteration 19Q: 3 clusters Score -4401308 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -4401343.000000 Penalty: 3404.110107
	Iteration 20F: 3 clusters Score -4401343 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -4401375.500000 Penalty: 3404.110107
	Iteration 21Q: 3 clusters Score -4401376 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -4401412.000000 Penalty: 3404.110107
	Iteration 22Q: 3 clusters Score -4401412 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -4401432.000000 Penalty: 3404.110107
	Iteration 23Q: 3 clusters Score -4401432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -4401464.000000 Penalty: 3404.110107
	Iteration 24Q: 3 clusters Score -4401464 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4401492.000000 Penalty: 3404.110107
	Iteration 25Q: 3 clusters Score -4401492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -4401515.500000 Penalty: 3404.110107
	Iteration 26Q: 3 clusters Score -4401516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -4401533.000000 Penalty: 3404.110107
	Iteration 27Q: 3 clusters Score -4401533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4401547.000000 Penalty: 3404.110107
	Iteration 28Q: 3 clusters Score -4401547 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -4401554.000000 Penalty: 3404.110107
	Iteration 29Q: 3 clusters Score -4401554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -4401572.000000 Penalty: 3404.110107
	Iteration 30Q: 3 clusters Score -4401572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -4401589.500000 Penalty: 3404.110107
	Iteration 31Q: 3 clusters Score -4401590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -4401611.500000 Penalty: 3404.110107
	Iteration 32Q: 3 clusters Score -4401612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -4401622.500000 Penalty: 3404.110107
	Iteration 33Q: 3 clusters Score -4401622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -4401624.000000 Penalty: 3404.110107
	Iteration 34Q: 3 clusters Score -4401624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -4401630.000000 Penalty: 3404.110107
	Iteration 35Q: 3 clusters Score -4401630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -4401644.500000 Penalty: 3404.110107
	Iteration 36Q: 3 clusters Score -4401644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -4401645.000000 Penalty: 3404.110107
	Iteration 37Q: 3 clusters Score -4401645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -4401648.500000 Penalty: 3404.110107
	Iteration 38Q: 3 clusters Score -4401648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -4401652.500000 Penalty: 3404.110107
	Iteration 39Q: 3 clusters Score -4401652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -4401650.000000 Penalty: 3404.110107
	Iteration 40F: 3 clusters Score -4401650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -4401653.000000 Penalty: 3404.110107
	Iteration 41Q: 3 clusters Score -4401653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -4401650.500000 Penalty: 3404.110107
	Iteration 42Q: 3 clusters Score -4401650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -4401651.000000 Penalty: 3404.110107
	Iteration 43Q: 3 clusters Score -4401651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -4401651.000000 Penalty: 3404.110107
	Iteration 44F: 3 clusters Score -4401651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Entering Unmasked Estep 
Score: -8610087.000000 Penalty: 1810.752686
	Iteration 0F: 2 clusters Score -8610087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -8565118.000000 Penalty: 3621.505371
	Iteration 0F: 3 clusters Score -8565118 nChanged 32696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -8583502.000000 Penalty: 3621.505371
	Iteration 1F: 3 clusters Score -8583502 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -8583980.000000 Penalty: 3621.505371
	Iteration 2Q: 3 clusters Score -8583980 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -8584492.000000 Penalty: 3621.505371
	Iteration 3Q: 3 clusters Score -8584492 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -8585059.000000 Penalty: 3621.505371
	Iteration 4Q: 3 clusters Score -8585059 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -8585755.000000 Penalty: 3621.505371
	Iteration 5Q: 3 clusters Score -8585755 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -8586695.000000 Penalty: 3621.505371
	Iteration 6Q: 3 clusters Score -8586695 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -8588099.000000 Penalty: 3621.505371
	Iteration 7Q: 3 clusters Score -8588099 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -8590336.000000 Penalty: 3621.505371
	Iteration 8F: 3 clusters Score -8590336 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -8593696.000000 Penalty: 3621.505371
	Iteration 9F: 3 clusters Score -8593696 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -8597227.000000 Penalty: 3621.505371
	Iteration 10F: 3 clusters Score -8597227 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -8599216.000000 Penalty: 3621.505371
	Iteration 11F: 3 clusters Score -8599216 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -8599878.000000 Penalty: 3621.505371
	Iteration 12Q: 3 clusters Score -8599878 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -8600244.000000 Penalty: 3621.505371
	Iteration 13Q: 3 clusters Score -8600244 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -8600481.000000 Penalty: 3621.505371
	Iteration 14Q: 3 clusters Score -8600481 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -8600717.000000 Penalty: 3621.505371
	Iteration 15Q: 3 clusters Score -8600717 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -8600929.000000 Penalty: 3621.505371
	Iteration 16Q: 3 clusters Score -8600929 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -8601128.000000 Penalty: 3621.505371
	Iteration 17Q: 3 clusters Score -8601128 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -8601376.000000 Penalty: 3621.505371
	Iteration 18Q: 3 clusters Score -8601376 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -8601617.000000 Penalty: 3621.505371
	Iteration 19Q: 3 clusters Score -8601617 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -8601857.000000 Penalty: 3621.505371
	Iteration 20F: 3 clusters Score -8601857 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -8602171.000000 Penalty: 3621.505371
	Iteration 21Q: 3 clusters Score -8602171 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -8602501.000000 Penalty: 3621.505371
	Iteration 22Q: 3 clusters Score -8602501 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -8602789.000000 Penalty: 3621.505371
	Iteration 23Q: 3 clusters Score -8602789 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50461 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -8603096.000000 Penalty: 3621.505371
	Iteration 24Q: 3 clusters Score -8603096 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -8603435.000000 Penalty: 3621.505371
	Iteration 25Q: 3 clusters Score -8603435 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -8603735.000000 Penalty: 3621.505371
	Iteration 26Q: 3 clusters Score -8603735 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -8604107.000000 Penalty: 3621.505371
	Iteration 27Q: 3 clusters Score -8604107 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -8604429.000000 Penalty: 3621.505371
	Iteration 28Q: 3 clusters Score -8604429 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -8604710.000000 Penalty: 3621.505371
	Iteration 29Q: 3 clusters Score -8604710 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -8604960.000000 Penalty: 3621.505371
	Iteration 30Q: 3 clusters Score -8604960 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57033 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -8605233.000000 Penalty: 3621.505371
	Iteration 31Q: 3 clusters Score -8605233 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -8605465.000000 Penalty: 3621.505371
	Iteration 32Q: 3 clusters Score -8605465 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -8605665.000000 Penalty: 3621.505371
	Iteration 33Q: 3 clusters Score -8605665 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -8605846.000000 Penalty: 3621.505371
	Iteration 34Q: 3 clusters Score -8605846 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -8606027.000000 Penalty: 3621.505371
	Iteration 35Q: 3 clusters Score -8606027 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60730 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -8606225.000000 Penalty: 3621.505371
	Iteration 36Q: 3 clusters Score -8606225 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61414 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -8606426.000000 Penalty: 3621.505371
	Iteration 37Q: 3 clusters Score -8606426 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -8606607.000000 Penalty: 3621.505371
	Iteration 38Q: 3 clusters Score -8606607 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62669 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -8606801.000000 Penalty: 3621.505371
	Iteration 39Q: 3 clusters Score -8606801 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -8606938.000000 Penalty: 3621.505371
	Iteration 40F: 3 clusters Score -8606938 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -8607092.000000 Penalty: 3621.505371
	Iteration 41Q: 3 clusters Score -8607092 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -8607257.000000 Penalty: 3621.505371
	Iteration 42Q: 3 clusters Score -8607257 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -8607391.000000 Penalty: 3621.505371
	Iteration 43Q: 3 clusters Score -8607391 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -8607540.000000 Penalty: 3621.505371
	Iteration 44Q: 3 clusters Score -8607540 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -8607711.000000 Penalty: 3621.505371
	Iteration 45Q: 3 clusters Score -8607711 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66076 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -8607849.000000 Penalty: 3621.505371
	Iteration 46Q: 3 clusters Score -8607849 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66408 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -8607975.000000 Penalty: 3621.505371
	Iteration 47Q: 3 clusters Score -8607975 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8608062.000000 Penalty: 3621.505371
	Iteration 48Q: 3 clusters Score -8608062 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66994 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8608188.000000 Penalty: 3621.505371
	Iteration 49Q: 3 clusters Score -8608188 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -8608252.000000 Penalty: 3621.505371
	Iteration 50Q: 3 clusters Score -8608252 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67370 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8608276.000000 Penalty: 3621.505371
	Iteration 51Q: 3 clusters Score -8608276 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67515 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8608303.000000 Penalty: 3621.505371
	Iteration 52Q: 3 clusters Score -8608303 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67636 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8608356.000000 Penalty: 3621.505371
	Iteration 53Q: 3 clusters Score -8608356 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67752 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8608385.000000 Penalty: 3621.505371
	Iteration 54Q: 3 clusters Score -8608385 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8608421.000000 Penalty: 3621.505371
	Iteration 55Q: 3 clusters Score -8608421 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8608456.000000 Penalty: 3621.505371
	Iteration 56Q: 3 clusters Score -8608456 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67986 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8608485.000000 Penalty: 3621.505371
	Iteration 57Q: 3 clusters Score -8608485 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68044 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8608516.000000 Penalty: 3621.505371
	Iteration 58Q: 3 clusters Score -8608516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8608519.000000 Penalty: 3621.505371
	Iteration 59Q: 3 clusters Score -8608519 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8608523.000000 Penalty: 3621.505371
	Iteration 60F: 3 clusters Score -8608523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8608539.000000 Penalty: 3621.505371
	Iteration 61Q: 3 clusters Score -8608539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8608541.000000 Penalty: 3621.505371
	Iteration 62Q: 3 clusters Score -8608541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8608555.000000 Penalty: 3621.505371
	Iteration 63Q: 3 clusters Score -8608555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68211 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8608556.000000 Penalty: 3621.505371
	Iteration 64Q: 3 clusters Score -8608556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8608556.000000 Penalty: 3621.505371
	Iteration 65Q: 3 clusters Score -8608556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8608558.000000 Penalty: 3621.505371
	Iteration 66Q: 3 clusters Score -8608558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68257 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8608561.000000 Penalty: 3621.505371
	Iteration 67Q: 3 clusters Score -8608561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68266 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8608566.000000 Penalty: 3621.505371
	Iteration 68Q: 3 clusters Score -8608566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68277 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8608566.000000 Penalty: 3621.505371
	Iteration 69Q: 3 clusters Score -8608566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8608566.000000 Penalty: 3621.505371
	Iteration 70Q: 3 clusters Score -8608566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8608565.000000 Penalty: 3621.505371
	Iteration 71Q: 3 clusters Score -8608565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8608557.000000 Penalty: 3621.505371
	Iteration 72Q: 3 clusters Score -8608557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8608557.000000 Penalty: 3621.505371
	Iteration 73Q: 3 clusters Score -8608557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8608559.000000 Penalty: 3621.505371
	Iteration 74Q: 3 clusters Score -8608559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68323 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8608568.000000 Penalty: 3621.505371
	Iteration 75Q: 3 clusters Score -8608568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68329 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8608570.000000 Penalty: 3621.505371
	Iteration 76Q: 3 clusters Score -8608570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68340 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8608566.000000 Penalty: 3621.505371
	Iteration 77Q: 3 clusters Score -8608566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68348 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8608567.000000 Penalty: 3621.505371
	Iteration 78Q: 3 clusters Score -8608567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68354 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8608567.000000 Penalty: 3621.505371
	Iteration 79Q: 3 clusters Score -8608567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8608561.000000 Penalty: 3621.505371
	Iteration 80F: 3 clusters Score -8608561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8608572.000000 Penalty: 3621.505371
	Iteration 81Q: 3 clusters Score -8608572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8608570.000000 Penalty: 3621.505371
	Iteration 82Q: 3 clusters Score -8608570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8608570.000000 Penalty: 3621.505371
	Iteration 83F: 3 clusters Score -8608570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Entering Unmasked Estep 
Score: -8726924.000000 Penalty: 1813.537109
	Iteration 0F: 2 clusters Score -8726924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -8680623.000000 Penalty: 3627.074219
	Iteration 0F: 3 clusters Score -8680623 nChanged 32997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -8699581.000000 Penalty: 3627.074219
	Iteration 1F: 3 clusters Score -8699581 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -8700367.000000 Penalty: 3627.074219
	Iteration 2Q: 3 clusters Score -8700367 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -8701444.000000 Penalty: 3627.074219
	Iteration 3Q: 3 clusters Score -8701444 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -8702885.000000 Penalty: 3627.074219
	Iteration 4Q: 3 clusters Score -8702885 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -8705057.000000 Penalty: 3627.074219
	Iteration 5F: 3 clusters Score -8705057 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -8708365.000000 Penalty: 3627.074219
	Iteration 6F: 3 clusters Score -8708365 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -8712623.000000 Penalty: 3627.074219
	Iteration 7F: 3 clusters Score -8712623 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -8716791.000000 Penalty: 3627.074219
	Iteration 8F: 3 clusters Score -8716791 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -8719076.000000 Penalty: 3627.074219
	Iteration 9Q: 3 clusters Score -8719076 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -8719884.000000 Penalty: 3627.074219
	Iteration 10Q: 3 clusters Score -8719884 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -8720382.000000 Penalty: 3627.074219
	Iteration 11Q: 3 clusters Score -8720382 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -8720768.000000 Penalty: 3627.074219
	Iteration 12Q: 3 clusters Score -8720768 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -8721233.000000 Penalty: 3627.074219
	Iteration 13Q: 3 clusters Score -8721233 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -8721652.000000 Penalty: 3627.074219
	Iteration 14Q: 3 clusters Score -8721652 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60019 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -8722061.000000 Penalty: 3627.074219
	Iteration 15Q: 3 clusters Score -8722061 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -8722458.000000 Penalty: 3627.074219
	Iteration 16Q: 3 clusters Score -8722458 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -8722777.000000 Penalty: 3627.074219
	Iteration 17Q: 3 clusters Score -8722777 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -8723099.000000 Penalty: 3627.074219
	Iteration 18Q: 3 clusters Score -8723099 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63216 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -8723467.000000 Penalty: 3627.074219
	Iteration 19Q: 3 clusters Score -8723467 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -8723826.000000 Penalty: 3627.074219
	Iteration 20F: 3 clusters Score -8723826 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64577 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -8724059.000000 Penalty: 3627.074219
	Iteration 21Q: 3 clusters Score -8724059 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65179 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -8724343.000000 Penalty: 3627.074219
	Iteration 22Q: 3 clusters Score -8724343 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -8724560.000000 Penalty: 3627.074219
	Iteration 23Q: 3 clusters Score -8724560 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -8724746.000000 Penalty: 3627.074219
	Iteration 24Q: 3 clusters Score -8724746 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66564 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -8724926.000000 Penalty: 3627.074219
	Iteration 25Q: 3 clusters Score -8724926 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66920 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -8725079.000000 Penalty: 3627.074219
	Iteration 26Q: 3 clusters Score -8725079 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67235 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -8725213.000000 Penalty: 3627.074219
	Iteration 27Q: 3 clusters Score -8725213 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67526 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -8725312.000000 Penalty: 3627.074219
	Iteration 28Q: 3 clusters Score -8725312 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -8725421.000000 Penalty: 3627.074219
	Iteration 29Q: 3 clusters Score -8725421 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8725490.000000 Penalty: 3627.074219
	Iteration 30Q: 3 clusters Score -8725490 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68126 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8725555.000000 Penalty: 3627.074219
	Iteration 31Q: 3 clusters Score -8725555 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68281 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -8725589.000000 Penalty: 3627.074219
	Iteration 32Q: 3 clusters Score -8725589 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68389 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -8725628.000000 Penalty: 3627.074219
	Iteration 33Q: 3 clusters Score -8725628 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8725670.000000 Penalty: 3627.074219
	Iteration 34Q: 3 clusters Score -8725670 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8725716.000000 Penalty: 3627.074219
	Iteration 35Q: 3 clusters Score -8725716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68630 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8725758.000000 Penalty: 3627.074219
	Iteration 36Q: 3 clusters Score -8725758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8725756.000000 Penalty: 3627.074219
	Iteration 37Q: 3 clusters Score -8725756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8725775.000000 Penalty: 3627.074219
	Iteration 38Q: 3 clusters Score -8725775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8725789.000000 Penalty: 3627.074219
	Iteration 39Q: 3 clusters Score -8725789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8725792.000000 Penalty: 3627.074219
	Iteration 40F: 3 clusters Score -8725792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8725801.000000 Penalty: 3627.074219
	Iteration 41Q: 3 clusters Score -8725801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8725811.000000 Penalty: 3627.074219
	Iteration 42Q: 3 clusters Score -8725811 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8725833.000000 Penalty: 3627.074219
	Iteration 43Q: 3 clusters Score -8725833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8725837.000000 Penalty: 3627.074219
	Iteration 44Q: 3 clusters Score -8725837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68928 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8725858.000000 Penalty: 3627.074219
	Iteration 45Q: 3 clusters Score -8725858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8725861.000000 Penalty: 3627.074219
	Iteration 46Q: 3 clusters Score -8725861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8725878.000000 Penalty: 3627.074219
	Iteration 47Q: 3 clusters Score -8725878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68986 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8725877.000000 Penalty: 3627.074219
	Iteration 48Q: 3 clusters Score -8725877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68997 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8725888.000000 Penalty: 3627.074219
	Iteration 49Q: 3 clusters Score -8725888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8725905.000000 Penalty: 3627.074219
	Iteration 50Q: 3 clusters Score -8725905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69022 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8725916.000000 Penalty: 3627.074219
	Iteration 51Q: 3 clusters Score -8725916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8725911.000000 Penalty: 3627.074219
	Iteration 52Q: 3 clusters Score -8725911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69034 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8725923.000000 Penalty: 3627.074219
	Iteration 53Q: 3 clusters Score -8725923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69042 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8725920.000000 Penalty: 3627.074219
	Iteration 54Q: 3 clusters Score -8725920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69044 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -8725924.000000 Penalty: 3627.074219
	Iteration 55Q: 3 clusters Score -8725924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8725924.000000 Penalty: 3627.074219
	Iteration 56Q: 3 clusters Score -8725924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69049 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8725923.000000 Penalty: 3627.074219
	Iteration 57Q: 3 clusters Score -8725923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69049 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8725923.000000 Penalty: 3627.074219
	Iteration 58F: 3 clusters Score -8725923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Entering Unmasked Estep 
Score: -9508927.000000 Penalty: 1827.313599
	Iteration 0F: 2 clusters Score -9508927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -9459580.000000 Penalty: 3654.627197
	Iteration 0F: 3 clusters Score -9459580 nChanged 36254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -9480193.000000 Penalty: 3654.627197
	Iteration 1F: 3 clusters Score -9480193 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -9481153.000000 Penalty: 3654.627197
	Iteration 2Q: 3 clusters Score -9481153 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -9482503.000000 Penalty: 3654.627197
	Iteration 3Q: 3 clusters Score -9482503 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -9484413.000000 Penalty: 3654.627197
	Iteration 4F: 3 clusters Score -9484413 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -9487563.000000 Penalty: 3654.627197
	Iteration 5F: 3 clusters Score -9487563 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -9491766.000000 Penalty: 3654.627197
	Iteration 6F: 3 clusters Score -9491766 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -9496653.000000 Penalty: 3654.627197
	Iteration 7F: 3 clusters Score -9496653 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -9500604.000000 Penalty: 3654.627197
	Iteration 8F: 3 clusters Score -9500604 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 59924 members 
Entering Unmasked Estep 
Score: -9502701.000000 Penalty: 3654.627197
	Iteration 9Q: 3 clusters Score -9502701 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 61318 members 
Entering Unmasked Estep 
Score: -9503507.000000 Penalty: 3654.627197
	Iteration 10Q: 3 clusters Score -9503507 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -9504011.000000 Penalty: 3654.627197
	Iteration 11Q: 3 clusters Score -9504011 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 63626 members 
Entering Unmasked Estep 
Score: -9504370.000000 Penalty: 3654.627197
	Iteration 12Q: 3 clusters Score -9504370 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -9504678.000000 Penalty: 3654.627197
	Iteration 13Q: 3 clusters Score -9504678 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -9505014.000000 Penalty: 3654.627197
	Iteration 14Q: 3 clusters Score -9505014 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 66483 members 
Entering Unmasked Estep 
Score: -9505251.000000 Penalty: 3654.627197
	Iteration 15Q: 3 clusters Score -9505251 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 67325 members 
Entering Unmasked Estep 
Score: -9505483.000000 Penalty: 3654.627197
	Iteration 16Q: 3 clusters Score -9505483 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 68099 members 
Entering Unmasked Estep 
Score: -9505678.000000 Penalty: 3654.627197
	Iteration 17Q: 3 clusters Score -9505678 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -9505956.000000 Penalty: 3654.627197
	Iteration 18Q: 3 clusters Score -9505956 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 69597 members 
Entering Unmasked Estep 
Score: -9506195.000000 Penalty: 3654.627197
	Iteration 19Q: 3 clusters Score -9506195 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -9506390.000000 Penalty: 3654.627197
	Iteration 20F: 3 clusters Score -9506390 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -9506595.000000 Penalty: 3654.627197
	Iteration 21Q: 3 clusters Score -9506595 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -9506752.000000 Penalty: 3654.627197
	Iteration 22Q: 3 clusters Score -9506752 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -9506867.000000 Penalty: 3654.627197
	Iteration 23Q: 3 clusters Score -9506867 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 72523 members 
Entering Unmasked Estep 
Score: -9506946.000000 Penalty: 3654.627197
	Iteration 24Q: 3 clusters Score -9506946 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 72935 members 
Entering Unmasked Estep 
Score: -9507037.000000 Penalty: 3654.627197
	Iteration 25Q: 3 clusters Score -9507037 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 73312 members 
Entering Unmasked Estep 
Score: -9507074.000000 Penalty: 3654.627197
	Iteration 26Q: 3 clusters Score -9507074 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 73636 members 
Entering Unmasked Estep 
Score: -9507156.000000 Penalty: 3654.627197
	Iteration 27Q: 3 clusters Score -9507156 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 73932 members 
Entering Unmasked Estep 
Score: -9507185.000000 Penalty: 3654.627197
	Iteration 28Q: 3 clusters Score -9507185 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 74181 members 
Entering Unmasked Estep 
Score: -9507263.000000 Penalty: 3654.627197
	Iteration 29Q: 3 clusters Score -9507263 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 74392 members 
Entering Unmasked Estep 
Score: -9507322.000000 Penalty: 3654.627197
	Iteration 30Q: 3 clusters Score -9507322 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 74606 members 
Entering Unmasked Estep 
Score: -9507389.000000 Penalty: 3654.627197
	Iteration 31Q: 3 clusters Score -9507389 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 74781 members 
Entering Unmasked Estep 
Score: -9507399.000000 Penalty: 3654.627197
	Iteration 32Q: 3 clusters Score -9507399 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 74927 members 
Entering Unmasked Estep 
Score: -9507445.000000 Penalty: 3654.627197
	Iteration 33Q: 3 clusters Score -9507445 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -9507452.000000 Penalty: 3654.627197
	Iteration 34Q: 3 clusters Score -9507452 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -9507458.000000 Penalty: 3654.627197
	Iteration 35Q: 3 clusters Score -9507458 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 75238 members 
Entering Unmasked Estep 
Score: -9507480.000000 Penalty: 3654.627197
	Iteration 36Q: 3 clusters Score -9507480 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 75330 members 
Entering Unmasked Estep 
Score: -9507489.000000 Penalty: 3654.627197
	Iteration 37Q: 3 clusters Score -9507489 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -9507490.000000 Penalty: 3654.627197
	Iteration 38Q: 3 clusters Score -9507490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 75447 members 
Entering Unmasked Estep 
Score: -9507512.000000 Penalty: 3654.627197
	Iteration 39Q: 3 clusters Score -9507512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 75496 members 
Entering Unmasked Estep 
Score: -9507531.000000 Penalty: 3654.627197
	Iteration 40F: 3 clusters Score -9507531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 75538 members 
Entering Unmasked Estep 
Score: -9507563.000000 Penalty: 3654.627197
	Iteration 41Q: 3 clusters Score -9507563 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 75574 members 
Entering Unmasked Estep 
Score: -9507573.000000 Penalty: 3654.627197
	Iteration 42Q: 3 clusters Score -9507573 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 75619 members 
Entering Unmasked Estep 
Score: -9507596.000000 Penalty: 3654.627197
	Iteration 43Q: 3 clusters Score -9507596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -9507604.000000 Penalty: 3654.627197
	Iteration 44Q: 3 clusters Score -9507604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 75688 members 
Entering Unmasked Estep 
Score: -9507619.000000 Penalty: 3654.627197
	Iteration 45Q: 3 clusters Score -9507619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -9507614.000000 Penalty: 3654.627197
	Iteration 46Q: 3 clusters Score -9507614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 75731 members 
Entering Unmasked Estep 
Score: -9507628.000000 Penalty: 3654.627197
	Iteration 47Q: 3 clusters Score -9507628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 75748 members 
Entering Unmasked Estep 
Score: -9507632.000000 Penalty: 3654.627197
	Iteration 48Q: 3 clusters Score -9507632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 75768 members 
Entering Unmasked Estep 
Score: -9507634.000000 Penalty: 3654.627197
	Iteration 49Q: 3 clusters Score -9507634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 75784 members 
Entering Unmasked Estep 
Score: -9507629.000000 Penalty: 3654.627197
	Iteration 50Q: 3 clusters Score -9507629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 75795 members 
Entering Unmasked Estep 
Score: -9507638.000000 Penalty: 3654.627197
	Iteration 51Q: 3 clusters Score -9507638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 75806 members 
Entering Unmasked Estep 
Score: -9507635.000000 Penalty: 3654.627197
	Iteration 52Q: 3 clusters Score -9507635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 75818 members 
Entering Unmasked Estep 
Score: -9507639.000000 Penalty: 3654.627197
	Iteration 53Q: 3 clusters Score -9507639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -9507643.000000 Penalty: 3654.627197
	Iteration 54Q: 3 clusters Score -9507643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 75834 members 
Entering Unmasked Estep 
Score: -9507647.000000 Penalty: 3654.627197
	Iteration 55Q: 3 clusters Score -9507647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 75840 members 
Entering Unmasked Estep 
Score: -9507649.000000 Penalty: 3654.627197
	Iteration 56Q: 3 clusters Score -9507649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 75847 members 
Entering Unmasked Estep 
Score: -9507644.000000 Penalty: 3654.627197
	Iteration 57Q: 3 clusters Score -9507644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -9507648.000000 Penalty: 3654.627197
	Iteration 58Q: 3 clusters Score -9507648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 75851 members 
Entering Unmasked Estep 
Score: -9507648.000000 Penalty: 3654.627197
	Iteration 59Q: 3 clusters Score -9507648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 75851 members 
Entering Unmasked Estep 
Score: -9507648.000000 Penalty: 3654.627197
	Iteration 60F: 3 clusters Score -9507648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Entering Unmasked Estep 
Score: -5502545.500000 Penalty: 1738.420532
	Iteration 0F: 2 clusters Score -5502546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -5472842.000000 Penalty: 3476.841064
	Iteration 0F: 3 clusters Score -5472842 nChanged 20602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -5484479.500000 Penalty: 3476.841064
	Iteration 1F: 3 clusters Score -5484480 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -5485173.500000 Penalty: 3476.841064
	Iteration 2Q: 3 clusters Score -5485174 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -5486418.500000 Penalty: 3476.841064
	Iteration 3F: 3 clusters Score -5486418 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -5488372.000000 Penalty: 3476.841064
	Iteration 4F: 3 clusters Score -5488372 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -5491270.000000 Penalty: 3476.841064
	Iteration 5F: 3 clusters Score -5491270 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -5494557.500000 Penalty: 3476.841064
	Iteration 6F: 3 clusters Score -5494558 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -5497195.500000 Penalty: 3476.841064
	Iteration 7F: 3 clusters Score -5497196 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -5498950.500000 Penalty: 3476.841064
	Iteration 8Q: 3 clusters Score -5498950 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -5499937.000000 Penalty: 3476.841064
	Iteration 9Q: 3 clusters Score -5499937 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -5500401.500000 Penalty: 3476.841064
	Iteration 10Q: 3 clusters Score -5500402 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -5500657.000000 Penalty: 3476.841064
	Iteration 11Q: 3 clusters Score -5500657 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -5500800.500000 Penalty: 3476.841064
	Iteration 12Q: 3 clusters Score -5500800 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -5500867.000000 Penalty: 3476.841064
	Iteration 13Q: 3 clusters Score -5500867 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -5500926.000000 Penalty: 3476.841064
	Iteration 14Q: 3 clusters Score -5500926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -5500958.500000 Penalty: 3476.841064
	Iteration 15Q: 3 clusters Score -5500958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -5501002.000000 Penalty: 3476.841064
	Iteration 16Q: 3 clusters Score -5501002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -5501035.500000 Penalty: 3476.841064
	Iteration 17Q: 3 clusters Score -5501036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -5501059.500000 Penalty: 3476.841064
	Iteration 18Q: 3 clusters Score -5501060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -5501074.000000 Penalty: 3476.841064
	Iteration 19Q: 3 clusters Score -5501074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -5501091.000000 Penalty: 3476.841064
	Iteration 20F: 3 clusters Score -5501091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -5501106.000000 Penalty: 3476.841064
	Iteration 21Q: 3 clusters Score -5501106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -5501129.500000 Penalty: 3476.841064
	Iteration 22Q: 3 clusters Score -5501130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -5501140.500000 Penalty: 3476.841064
	Iteration 23Q: 3 clusters Score -5501140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -5501150.000000 Penalty: 3476.841064
	Iteration 24Q: 3 clusters Score -5501150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -5501155.000000 Penalty: 3476.841064
	Iteration 25Q: 3 clusters Score -5501155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -5501155.500000 Penalty: 3476.841064
	Iteration 26Q: 3 clusters Score -5501156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -5501167.000000 Penalty: 3476.841064
	Iteration 27Q: 3 clusters Score -5501167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -5501170.000000 Penalty: 3476.841064
	Iteration 28Q: 3 clusters Score -5501170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -5501175.000000 Penalty: 3476.841064
	Iteration 29Q: 3 clusters Score -5501175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -5501173.500000 Penalty: 3476.841064
	Iteration 30Q: 3 clusters Score -5501174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -5501175.500000 Penalty: 3476.841064
	Iteration 31Q: 3 clusters Score -5501176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5501179.000000 Penalty: 3476.841064
	Iteration 32Q: 3 clusters Score -5501179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -5501180.000000 Penalty: 3476.841064
	Iteration 33Q: 3 clusters Score -5501180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -5501180.000000 Penalty: 3476.841064
	Iteration 34F: 3 clusters Score -5501180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Entering Unmasked Estep 
Score: -5028258.500000 Penalty: 1723.770996
	Iteration 0F: 2 clusters Score -5028258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -5001373.500000 Penalty: 3447.541992
	Iteration 0F: 3 clusters Score -5001374 nChanged 18806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -5012379.000000 Penalty: 3447.541992
	Iteration 1F: 3 clusters Score -5012379 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -5013150.000000 Penalty: 3447.541992
	Iteration 2Q: 3 clusters Score -5013150 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -5014137.000000 Penalty: 3447.541992
	Iteration 3F: 3 clusters Score -5014137 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -5015599.000000 Penalty: 3447.541992
	Iteration 4F: 3 clusters Score -5015599 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -5017407.000000 Penalty: 3447.541992
	Iteration 5F: 3 clusters Score -5017407 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -5019511.000000 Penalty: 3447.541992
	Iteration 6F: 3 clusters Score -5019511 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -5021722.000000 Penalty: 3447.541992
	Iteration 7F: 3 clusters Score -5021722 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -5023182.500000 Penalty: 3447.541992
	Iteration 8Q: 3 clusters Score -5023182 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -5023896.500000 Penalty: 3447.541992
	Iteration 9Q: 3 clusters Score -5023896 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -5024271.500000 Penalty: 3447.541992
	Iteration 10Q: 3 clusters Score -5024272 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -5024555.000000 Penalty: 3447.541992
	Iteration 11Q: 3 clusters Score -5024555 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -5024776.500000 Penalty: 3447.541992
	Iteration 12Q: 3 clusters Score -5024776 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -5024968.500000 Penalty: 3447.541992
	Iteration 13Q: 3 clusters Score -5024968 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -5025155.500000 Penalty: 3447.541992
	Iteration 14Q: 3 clusters Score -5025156 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -5025330.500000 Penalty: 3447.541992
	Iteration 15Q: 3 clusters Score -5025330 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -5025501.000000 Penalty: 3447.541992
	Iteration 16Q: 3 clusters Score -5025501 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -5025653.500000 Penalty: 3447.541992
	Iteration 17Q: 3 clusters Score -5025654 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -5025806.000000 Penalty: 3447.541992
	Iteration 18Q: 3 clusters Score -5025806 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -5025919.000000 Penalty: 3447.541992
	Iteration 19Q: 3 clusters Score -5025919 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -5026025.000000 Penalty: 3447.541992
	Iteration 20F: 3 clusters Score -5026025 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -5026094.000000 Penalty: 3447.541992
	Iteration 21Q: 3 clusters Score -5026094 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -5026133.000000 Penalty: 3447.541992
	Iteration 22Q: 3 clusters Score -5026133 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -5026207.500000 Penalty: 3447.541992
	Iteration 23Q: 3 clusters Score -5026208 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -5026272.500000 Penalty: 3447.541992
	Iteration 24Q: 3 clusters Score -5026272 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -5026328.500000 Penalty: 3447.541992
	Iteration 25Q: 3 clusters Score -5026328 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -5026395.500000 Penalty: 3447.541992
	Iteration 26Q: 3 clusters Score -5026396 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -5026443.500000 Penalty: 3447.541992
	Iteration 27Q: 3 clusters Score -5026444 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -5026497.500000 Penalty: 3447.541992
	Iteration 28Q: 3 clusters Score -5026498 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -5026562.500000 Penalty: 3447.541992
	Iteration 29Q: 3 clusters Score -5026562 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -5026610.000000 Penalty: 3447.541992
	Iteration 30Q: 3 clusters Score -5026610 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -5026639.000000 Penalty: 3447.541992
	Iteration 31Q: 3 clusters Score -5026639 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -5026673.500000 Penalty: 3447.541992
	Iteration 32Q: 3 clusters Score -5026674 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -5026701.500000 Penalty: 3447.541992
	Iteration 33Q: 3 clusters Score -5026702 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -5026733.500000 Penalty: 3447.541992
	Iteration 34Q: 3 clusters Score -5026734 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -5026764.000000 Penalty: 3447.541992
	Iteration 35Q: 3 clusters Score -5026764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -5026779.000000 Penalty: 3447.541992
	Iteration 36Q: 3 clusters Score -5026779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -5026787.000000 Penalty: 3447.541992
	Iteration 37Q: 3 clusters Score -5026787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -5026792.000000 Penalty: 3447.541992
	Iteration 38Q: 3 clusters Score -5026792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -5026799.000000 Penalty: 3447.541992
	Iteration 39Q: 3 clusters Score -5026799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -5026808.000000 Penalty: 3447.541992
	Iteration 40F: 3 clusters Score -5026808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -5026828.000000 Penalty: 3447.541992
	Iteration 41Q: 3 clusters Score -5026828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -5026833.000000 Penalty: 3447.541992
	Iteration 42Q: 3 clusters Score -5026833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -5026837.000000 Penalty: 3447.541992
	Iteration 43Q: 3 clusters Score -5026837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -5026848.500000 Penalty: 3447.541992
	Iteration 44Q: 3 clusters Score -5026848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -5026858.000000 Penalty: 3447.541992
	Iteration 45Q: 3 clusters Score -5026858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -5026858.500000 Penalty: 3447.541992
	Iteration 46Q: 3 clusters Score -5026858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -5026864.000000 Penalty: 3447.541992
	Iteration 47Q: 3 clusters Score -5026864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -5026872.000000 Penalty: 3447.541992
	Iteration 48Q: 3 clusters Score -5026872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -5026865.500000 Penalty: 3447.541992
	Iteration 49Q: 3 clusters Score -5026866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -5026876.000000 Penalty: 3447.541992
	Iteration 50Q: 3 clusters Score -5026876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -5026872.500000 Penalty: 3447.541992
	Iteration 51Q: 3 clusters Score -5026872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -5026876.000000 Penalty: 3447.541992
	Iteration 52Q: 3 clusters Score -5026876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -5026886.500000 Penalty: 3447.541992
	Iteration 53Q: 3 clusters Score -5026886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -5026884.000000 Penalty: 3447.541992
	Iteration 54Q: 3 clusters Score -5026884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -5026894.500000 Penalty: 3447.541992
	Iteration 55Q: 3 clusters Score -5026894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -5026899.500000 Penalty: 3447.541992
	Iteration 56Q: 3 clusters Score -5026900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -5026906.000000 Penalty: 3447.541992
	Iteration 57Q: 3 clusters Score -5026906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -5026919.500000 Penalty: 3447.541992
	Iteration 58Q: 3 clusters Score -5026920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -5026917.000000 Penalty: 3447.541992
	Iteration 59Q: 3 clusters Score -5026917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -5026914.500000 Penalty: 3447.541992
	Iteration 60F: 3 clusters Score -5026914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -5026916.500000 Penalty: 3447.541992
	Iteration 61Q: 3 clusters Score -5026916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -5026914.000000 Penalty: 3447.541992
	Iteration 62Q: 3 clusters Score -5026914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -5026917.000000 Penalty: 3447.541992
	Iteration 63Q: 3 clusters Score -5026917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -5026921.500000 Penalty: 3447.541992
	Iteration 64Q: 3 clusters Score -5026922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -5026920.000000 Penalty: 3447.541992
	Iteration 65Q: 3 clusters Score -5026920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -5026921.000000 Penalty: 3447.541992
	Iteration 66Q: 3 clusters Score -5026921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5026929.500000 Penalty: 3447.541992
	Iteration 67Q: 3 clusters Score -5026930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -5026926.500000 Penalty: 3447.541992
	Iteration 68Q: 3 clusters Score -5026926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -5026926.500000 Penalty: 3447.541992
	Iteration 69F: 3 clusters Score -5026926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -84670.023438 Penalty: 1063.385742
	Iteration 0F: 2 clusters Score -84670.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83430.710938 Penalty: 2126.771484
	Iteration 0F: 3 clusters Score -83430.71 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -83620.515625 Penalty: 2126.771484
	Iteration 1F: 3 clusters Score -83620.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -83681.750000 Penalty: 2126.771484
	Iteration 2F: 3 clusters Score -83681.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -83705.429688 Penalty: 2126.771484
	Iteration 3Q: 3 clusters Score -83705.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83724.078125 Penalty: 2126.771484
	Iteration 4Q: 3 clusters Score -83724.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -83738.476562 Penalty: 2126.771484
	Iteration 5Q: 3 clusters Score -83738.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -83744.398438 Penalty: 2126.771484
	Iteration 6Q: 3 clusters Score -83744.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83747.414062 Penalty: 2126.771484
	Iteration 7Q: 3 clusters Score -83747.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83748.898438 Penalty: 2126.771484
	Iteration 8Q: 3 clusters Score -83748.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83748.898438 Penalty: 2126.771484
	Iteration 9F: 3 clusters Score -83748.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (64012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64012 members 
Entering Unmasked Estep 
Score: -7930981.500000 Penalty: 1798.359253
	Iteration 0F: 2 clusters Score -7930982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -7889202.000000 Penalty: 3596.718506
	Iteration 0F: 3 clusters Score -7889202 nChanged 30292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -7907068.000000 Penalty: 3596.718506
	Iteration 1F: 3 clusters Score -7907068 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -7908311.500000 Penalty: 3596.718506
	Iteration 2Q: 3 clusters Score -7908312 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -7910668.000000 Penalty: 3596.718506
	Iteration 3F: 3 clusters Score -7910668 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -7914808.000000 Penalty: 3596.718506
	Iteration 4F: 3 clusters Score -7914808 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 54910 members 
Entering Unmasked Estep 
Score: -7920570.000000 Penalty: 3596.718506
	Iteration 5F: 3 clusters Score -7920570 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 60220 members 
Entering Unmasked Estep 
Score: -7925727.000000 Penalty: 3596.718506
	Iteration 6F: 3 clusters Score -7925727 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 62953 members 
Entering Unmasked Estep 
Score: -7928324.000000 Penalty: 3596.718506
	Iteration 7Q: 3 clusters Score -7928324 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 63726 members 
Entering Unmasked Estep 
Score: -7929051.500000 Penalty: 3596.718506
	Iteration 8Q: 3 clusters Score -7929052 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -7929237.000000 Penalty: 3596.718506
	Iteration 9Q: 3 clusters Score -7929237 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -7929319.000000 Penalty: 3596.718506
	Iteration 10Q: 3 clusters Score -7929319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 63911 members 
Entering Unmasked Estep 
Score: -7929329.000000 Penalty: 3596.718506
	Iteration 11Q: 3 clusters Score -7929329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 63912 members 
Entering Unmasked Estep 
Score: -7929340.000000 Penalty: 3596.718506
	Iteration 12Q: 3 clusters Score -7929340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -7929345.500000 Penalty: 3596.718506
	Iteration 13Q: 3 clusters Score -7929346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -7929350.500000 Penalty: 3596.718506
	Iteration 14Q: 3 clusters Score -7929350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -7929350.000000 Penalty: 3596.718506
	Iteration 15Q: 3 clusters Score -7929350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -7929350.000000 Penalty: 3596.718506
	Iteration 16F: 3 clusters Score -7929350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Entering Unmasked Estep 
Score: -6565299.500000 Penalty: 1766.686157
	Iteration 0F: 2 clusters Score -6565300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -6530082.000000 Penalty: 3533.372314
	Iteration 0F: 3 clusters Score -6530082 nChanged 24733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -6544391.000000 Penalty: 3533.372314
	Iteration 1F: 3 clusters Score -6544391 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -6545005.000000 Penalty: 3533.372314
	Iteration 2Q: 3 clusters Score -6545005 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -6545764.000000 Penalty: 3533.372314
	Iteration 3Q: 3 clusters Score -6545764 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -6546999.500000 Penalty: 3533.372314
	Iteration 4Q: 3 clusters Score -6547000 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -6548923.500000 Penalty: 3533.372314
	Iteration 5F: 3 clusters Score -6548924 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -6552031.000000 Penalty: 3533.372314
	Iteration 6F: 3 clusters Score -6552031 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -6555672.500000 Penalty: 3533.372314
	Iteration 7F: 3 clusters Score -6555672 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -6559109.000000 Penalty: 3533.372314
	Iteration 8F: 3 clusters Score -6559109 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -6561242.500000 Penalty: 3533.372314
	Iteration 9Q: 3 clusters Score -6561242 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -6562390.000000 Penalty: 3533.372314
	Iteration 10Q: 3 clusters Score -6562390 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -6562939.000000 Penalty: 3533.372314
	Iteration 11Q: 3 clusters Score -6562939 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6563151.000000 Penalty: 3533.372314
	Iteration 12Q: 3 clusters Score -6563151 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -6563285.000000 Penalty: 3533.372314
	Iteration 13Q: 3 clusters Score -6563285 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -6563363.000000 Penalty: 3533.372314
	Iteration 14Q: 3 clusters Score -6563363 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6563402.500000 Penalty: 3533.372314
	Iteration 15Q: 3 clusters Score -6563402 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6563442.500000 Penalty: 3533.372314
	Iteration 16Q: 3 clusters Score -6563442 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6563487.000000 Penalty: 3533.372314
	Iteration 17Q: 3 clusters Score -6563487 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6563525.000000 Penalty: 3533.372314
	Iteration 18Q: 3 clusters Score -6563525 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6563540.500000 Penalty: 3533.372314
	Iteration 19Q: 3 clusters Score -6563540 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6563572.000000 Penalty: 3533.372314
	Iteration 20F: 3 clusters Score -6563572 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6563611.500000 Penalty: 3533.372314
	Iteration 21Q: 3 clusters Score -6563612 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6563641.500000 Penalty: 3533.372314
	Iteration 22Q: 3 clusters Score -6563642 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6563677.000000 Penalty: 3533.372314
	Iteration 23Q: 3 clusters Score -6563677 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6563704.500000 Penalty: 3533.372314
	Iteration 24Q: 3 clusters Score -6563704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6563718.000000 Penalty: 3533.372314
	Iteration 25Q: 3 clusters Score -6563718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6563738.500000 Penalty: 3533.372314
	Iteration 26Q: 3 clusters Score -6563738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6563751.000000 Penalty: 3533.372314
	Iteration 27Q: 3 clusters Score -6563751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6563760.500000 Penalty: 3533.372314
	Iteration 28Q: 3 clusters Score -6563760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6563775.500000 Penalty: 3533.372314
	Iteration 29Q: 3 clusters Score -6563776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6563781.000000 Penalty: 3533.372314
	Iteration 30Q: 3 clusters Score -6563781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6563810.000000 Penalty: 3533.372314
	Iteration 31Q: 3 clusters Score -6563810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6563813.000000 Penalty: 3533.372314
	Iteration 32Q: 3 clusters Score -6563813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6563818.500000 Penalty: 3533.372314
	Iteration 33Q: 3 clusters Score -6563818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6563821.000000 Penalty: 3533.372314
	Iteration 34Q: 3 clusters Score -6563821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6563825.500000 Penalty: 3533.372314
	Iteration 35Q: 3 clusters Score -6563826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6563830.000000 Penalty: 3533.372314
	Iteration 36Q: 3 clusters Score -6563830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6563842.500000 Penalty: 3533.372314
	Iteration 37Q: 3 clusters Score -6563842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6563845.500000 Penalty: 3533.372314
	Iteration 38Q: 3 clusters Score -6563846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6563848.500000 Penalty: 3533.372314
	Iteration 39Q: 3 clusters Score -6563848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51845 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6563848.000000 Penalty: 3533.372314
	Iteration 40F: 3 clusters Score -6563848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6563855.500000 Penalty: 3533.372314
	Iteration 41Q: 3 clusters Score -6563856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6563851.000000 Penalty: 3533.372314
	Iteration 42Q: 3 clusters Score -6563851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6563850.500000 Penalty: 3533.372314
	Iteration 43Q: 3 clusters Score -6563850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6563849.000000 Penalty: 3533.372314
	Iteration 44Q: 3 clusters Score -6563849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6563847.500000 Penalty: 3533.372314
	Iteration 45Q: 3 clusters Score -6563848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6563851.000000 Penalty: 3533.372314
	Iteration 46Q: 3 clusters Score -6563851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6563855.000000 Penalty: 3533.372314
	Iteration 47Q: 3 clusters Score -6563855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6563855.000000 Penalty: 3533.372314
	Iteration 48F: 3 clusters Score -6563855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56095.136719 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56095.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -55133.746094 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55133.75 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -55261.148438 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55261.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55289.753906 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -55289.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55297.128906 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55297.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55300.097656 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55302.042969 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55302.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55302.042969 Penalty: 1890.561035
	Iteration 6F: 3 clusters Score -55302.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (57003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Entering Unmasked Estep 
Score: -7102501.500000 Penalty: 1779.514648
	Iteration 0F: 2 clusters Score -7102502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -7064610.500000 Penalty: 3559.029297
	Iteration 0F: 3 clusters Score -7064610 nChanged 26947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -7080536.000000 Penalty: 3559.029297
	Iteration 1F: 3 clusters Score -7080536 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -7081870.500000 Penalty: 3559.029297
	Iteration 2Q: 3 clusters Score -7081870 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -7083464.000000 Penalty: 3559.029297
	Iteration 3F: 3 clusters Score -7083464 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -7085530.000000 Penalty: 3559.029297
	Iteration 4F: 3 clusters Score -7085530 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -7088032.500000 Penalty: 3559.029297
	Iteration 5F: 3 clusters Score -7088032 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -7090752.000000 Penalty: 3559.029297
	Iteration 6F: 3 clusters Score -7090752 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -7092936.000000 Penalty: 3559.029297
	Iteration 7F: 3 clusters Score -7092936 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -7094089.500000 Penalty: 3559.029297
	Iteration 8Q: 3 clusters Score -7094090 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -7094501.500000 Penalty: 3559.029297
	Iteration 9Q: 3 clusters Score -7094502 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -7094673.000000 Penalty: 3559.029297
	Iteration 10Q: 3 clusters Score -7094673 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -7094804.000000 Penalty: 3559.029297
	Iteration 11Q: 3 clusters Score -7094804 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -7094931.500000 Penalty: 3559.029297
	Iteration 12Q: 3 clusters Score -7094932 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -7095043.500000 Penalty: 3559.029297
	Iteration 13Q: 3 clusters Score -7095044 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -7095174.500000 Penalty: 3559.029297
	Iteration 14Q: 3 clusters Score -7095174 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -7095284.500000 Penalty: 3559.029297
	Iteration 15Q: 3 clusters Score -7095284 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -7095410.500000 Penalty: 3559.029297
	Iteration 16Q: 3 clusters Score -7095410 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -7095476.500000 Penalty: 3559.029297
	Iteration 17Q: 3 clusters Score -7095476 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -7095544.000000 Penalty: 3559.029297
	Iteration 18Q: 3 clusters Score -7095544 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -7095596.500000 Penalty: 3559.029297
	Iteration 19Q: 3 clusters Score -7095596 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -7095674.500000 Penalty: 3559.029297
	Iteration 20F: 3 clusters Score -7095674 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -7095721.000000 Penalty: 3559.029297
	Iteration 21Q: 3 clusters Score -7095721 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -7095775.000000 Penalty: 3559.029297
	Iteration 22Q: 3 clusters Score -7095775 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -7095809.000000 Penalty: 3559.029297
	Iteration 23Q: 3 clusters Score -7095809 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -7095824.000000 Penalty: 3559.029297
	Iteration 24Q: 3 clusters Score -7095824 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -7095844.500000 Penalty: 3559.029297
	Iteration 25Q: 3 clusters Score -7095844 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -7095917.000000 Penalty: 3559.029297
	Iteration 26Q: 3 clusters Score -7095917 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -7095916.000000 Penalty: 3559.029297
	Iteration 27Q: 3 clusters Score -7095916 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -7095933.500000 Penalty: 3559.029297
	Iteration 28Q: 3 clusters Score -7095934 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -7095994.000000 Penalty: 3559.029297
	Iteration 29Q: 3 clusters Score -7095994 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -7096011.000000 Penalty: 3559.029297
	Iteration 30Q: 3 clusters Score -7096011 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -7096020.000000 Penalty: 3559.029297
	Iteration 31Q: 3 clusters Score -7096020 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -7096032.000000 Penalty: 3559.029297
	Iteration 32Q: 3 clusters Score -7096032 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -7096032.500000 Penalty: 3559.029297
	Iteration 33Q: 3 clusters Score -7096032 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -7096062.500000 Penalty: 3559.029297
	Iteration 34Q: 3 clusters Score -7096062 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -7096082.500000 Penalty: 3559.029297
	Iteration 35Q: 3 clusters Score -7096082 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -7096095.500000 Penalty: 3559.029297
	Iteration 36Q: 3 clusters Score -7096096 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -7096105.000000 Penalty: 3559.029297
	Iteration 37Q: 3 clusters Score -7096105 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -7096093.500000 Penalty: 3559.029297
	Iteration 38Q: 3 clusters Score -7096094 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -7096119.000000 Penalty: 3559.029297
	Iteration 39Q: 3 clusters Score -7096119 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -7096121.500000 Penalty: 3559.029297
	Iteration 40F: 3 clusters Score -7096122 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -7096151.000000 Penalty: 3559.029297
	Iteration 41Q: 3 clusters Score -7096151 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -7096168.500000 Penalty: 3559.029297
	Iteration 42Q: 3 clusters Score -7096168 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -7096178.000000 Penalty: 3559.029297
	Iteration 43Q: 3 clusters Score -7096178 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -7096205.000000 Penalty: 3559.029297
	Iteration 44Q: 3 clusters Score -7096205 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -7096197.000000 Penalty: 3559.029297
	Iteration 45Q: 3 clusters Score -7096197 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -7096206.000000 Penalty: 3559.029297
	Iteration 46Q: 3 clusters Score -7096206 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -7096232.000000 Penalty: 3559.029297
	Iteration 47Q: 3 clusters Score -7096232 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -7096243.000000 Penalty: 3559.029297
	Iteration 48Q: 3 clusters Score -7096243 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -7096279.500000 Penalty: 3559.029297
	Iteration 49Q: 3 clusters Score -7096280 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -7096279.500000 Penalty: 3559.029297
	Iteration 50Q: 3 clusters Score -7096280 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -7096299.000000 Penalty: 3559.029297
	Iteration 51Q: 3 clusters Score -7096299 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -7096299.000000 Penalty: 3559.029297
	Iteration 52Q: 3 clusters Score -7096299 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -7096321.500000 Penalty: 3559.029297
	Iteration 53Q: 3 clusters Score -7096322 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -7096342.000000 Penalty: 3559.029297
	Iteration 54Q: 3 clusters Score -7096342 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -7096340.500000 Penalty: 3559.029297
	Iteration 55Q: 3 clusters Score -7096340 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -7096372.500000 Penalty: 3559.029297
	Iteration 56Q: 3 clusters Score -7096372 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -7096412.500000 Penalty: 3559.029297
	Iteration 57Q: 3 clusters Score -7096412 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -7096452.000000 Penalty: 3559.029297
	Iteration 58Q: 3 clusters Score -7096452 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -7096510.000000 Penalty: 3559.029297
	Iteration 59Q: 3 clusters Score -7096510 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -7096526.500000 Penalty: 3559.029297
	Iteration 60F: 3 clusters Score -7096526 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -7096539.000000 Penalty: 3559.029297
	Iteration 61Q: 3 clusters Score -7096539 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -7096571.000000 Penalty: 3559.029297
	Iteration 62Q: 3 clusters Score -7096571 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -7096590.000000 Penalty: 3559.029297
	Iteration 63Q: 3 clusters Score -7096590 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -7096608.500000 Penalty: 3559.029297
	Iteration 64Q: 3 clusters Score -7096608 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -7096676.000000 Penalty: 3559.029297
	Iteration 65Q: 3 clusters Score -7096676 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -7096765.500000 Penalty: 3559.029297
	Iteration 66Q: 3 clusters Score -7096766 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -7096807.500000 Penalty: 3559.029297
	Iteration 67Q: 3 clusters Score -7096808 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -7096855.500000 Penalty: 3559.029297
	Iteration 68Q: 3 clusters Score -7096856 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -7096876.000000 Penalty: 3559.029297
	Iteration 69Q: 3 clusters Score -7096876 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -7096921.000000 Penalty: 3559.029297
	Iteration 70Q: 3 clusters Score -7096921 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -7096963.000000 Penalty: 3559.029297
	Iteration 71Q: 3 clusters Score -7096963 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -7097022.500000 Penalty: 3559.029297
	Iteration 72Q: 3 clusters Score -7097022 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -7097050.500000 Penalty: 3559.029297
	Iteration 73Q: 3 clusters Score -7097050 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -7097068.000000 Penalty: 3559.029297
	Iteration 74Q: 3 clusters Score -7097068 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -7097113.000000 Penalty: 3559.029297
	Iteration 75Q: 3 clusters Score -7097113 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -7097178.500000 Penalty: 3559.029297
	Iteration 76Q: 3 clusters Score -7097178 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -7097251.000000 Penalty: 3559.029297
	Iteration 77Q: 3 clusters Score -7097251 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -7097340.000000 Penalty: 3559.029297
	Iteration 78Q: 3 clusters Score -7097340 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7097456 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -7097569.500000 Penalty: 3559.029297
	Iteration 80F: 3 clusters Score -7097570 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -7097721.000000 Penalty: 3559.029297
	Iteration 81Q: 3 clusters Score -7097721 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7097897 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -7098024.500000 Penalty: 3559.029297
	Iteration 83Q: 3 clusters Score -7098024 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -7098267.500000 Penalty: 3559.029297
	Iteration 84Q: 3 clusters Score -7098268 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -7098449.500000 Penalty: 3559.029297
	Iteration 85Q: 3 clusters Score -7098450 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -7098655.500000 Penalty: 3559.029297
	Iteration 86Q: 3 clusters Score -7098656 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -7098912.000000 Penalty: 3559.029297
	Iteration 87Q: 3 clusters Score -7098912 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -7099138.000000 Penalty: 3559.029297
	Iteration 88Q: 3 clusters Score -7099138 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -7099385.000000 Penalty: 3559.029297
	Iteration 89Q: 3 clusters Score -7099385 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -7099604.500000 Penalty: 3559.029297
	Iteration 90Q: 3 clusters Score -7099604 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -7099811.000000 Penalty: 3559.029297
	Iteration 91Q: 3 clusters Score -7099811 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -7100025.500000 Penalty: 3559.029297
	Iteration 92Q: 3 clusters Score -7100026 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -7100246.500000 Penalty: 3559.029297
	Iteration 93Q: 3 clusters Score -7100246 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -7100471.000000 Penalty: 3559.029297
	Iteration 94Q: 3 clusters Score -7100471 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -7100672.500000 Penalty: 3559.029297
	Iteration 95Q: 3 clusters Score -7100672 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -7100840.000000 Penalty: 3559.029297
	Iteration 96Q: 3 clusters Score -7100840 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -7101009.500000 Penalty: 3559.029297
	Iteration 97Q: 3 clusters Score -7101010 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 54738 members 
Entering Unmasked Estep 
Score: -7101128.500000 Penalty: 3559.029297
	Iteration 98Q: 3 clusters Score -7101128 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -7101196.500000 Penalty: 3559.029297
	Iteration 99Q: 3 clusters Score -7101196 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -7101243.500000 Penalty: 3559.029297
	Iteration 100F: 3 clusters Score -7101244 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -7101323.500000 Penalty: 3559.029297
	Iteration 101Q: 3 clusters Score -7101324 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -7101357.000000 Penalty: 3559.029297
	Iteration 102Q: 3 clusters Score -7101357 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 55598 members 
Entering Unmasked Estep 
Score: -7101395.500000 Penalty: 3559.029297
	Iteration 103Q: 3 clusters Score -7101396 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -7101410.000000 Penalty: 3559.029297
	Iteration 104Q: 3 clusters Score -7101410 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -7101432.000000 Penalty: 3559.029297
	Iteration 105Q: 3 clusters Score -7101432 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -7101427.500000 Penalty: 3559.029297
	Iteration 106Q: 3 clusters Score -7101428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 55896 members 
Entering Unmasked Estep 
Score: -7101450.000000 Penalty: 3559.029297
	Iteration 107Q: 3 clusters Score -7101450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -7101465.000000 Penalty: 3559.029297
	Iteration 108Q: 3 clusters Score -7101465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -7101475.500000 Penalty: 3559.029297
	Iteration 109Q: 3 clusters Score -7101476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -7101461.500000 Penalty: 3559.029297
	Iteration 110Q: 3 clusters Score -7101462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -7101466.500000 Penalty: 3559.029297
	Iteration 111Q: 3 clusters Score -7101466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -7101470.500000 Penalty: 3559.029297
	Iteration 112Q: 3 clusters Score -7101470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
Score: -7101477.000000 Penalty: 3559.029297
	Iteration 113Q: 3 clusters Score -7101477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -7101477.500000 Penalty: 3559.029297
	Iteration 114Q: 3 clusters Score -7101478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 56062 members 
Entering Unmasked Estep 
Score: -7101477.000000 Penalty: 3559.029297
	Iteration 115Q: 3 clusters Score -7101477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -7101473.000000 Penalty: 3559.029297
	Iteration 116Q: 3 clusters Score -7101473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -7101477.000000 Penalty: 3559.029297
	Iteration 117Q: 3 clusters Score -7101477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -7101480.000000 Penalty: 3559.029297
	Iteration 118Q: 3 clusters Score -7101480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -7101481.500000 Penalty: 3559.029297
	Iteration 119Q: 3 clusters Score -7101482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -7101485.000000 Penalty: 3559.029297
	Iteration 120F: 3 clusters Score -7101485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -7101487.000000 Penalty: 3559.029297
	Iteration 121Q: 3 clusters Score -7101487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -7101486.000000 Penalty: 3559.029297
	Iteration 122Q: 3 clusters Score -7101486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 56113 members 
Entering Unmasked Estep 
Score: -7101488.000000 Penalty: 3559.029297
	Iteration 123Q: 3 clusters Score -7101488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 56116 members 
Entering Unmasked Estep 
Score: -7101486.500000 Penalty: 3559.029297
	Iteration 124Q: 3 clusters Score -7101486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -7101482.500000 Penalty: 3559.029297
	Iteration 125Q: 3 clusters Score -7101482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -7101478.500000 Penalty: 3559.029297
	Iteration 126Q: 3 clusters Score -7101478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -7101472.500000 Penalty: 3559.029297
	Iteration 127Q: 3 clusters Score -7101472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -7101475.000000 Penalty: 3559.029297
	Iteration 128Q: 3 clusters Score -7101475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -7101477.000000 Penalty: 3559.029297
	Iteration 129Q: 3 clusters Score -7101477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -7101481.500000 Penalty: 3559.029297
	Iteration 130Q: 3 clusters Score -7101482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 56125 members 
Entering Unmasked Estep 
Score: -7101480.000000 Penalty: 3559.029297
	Iteration 131Q: 3 clusters Score -7101480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -7101479.500000 Penalty: 3559.029297
	Iteration 132Q: 3 clusters Score -7101480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -7101479.500000 Penalty: 3559.029297
	Iteration 133Q: 3 clusters Score -7101480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
Score: -7101475.000000 Penalty: 3559.029297
	Iteration 134Q: 3 clusters Score -7101475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
Score: -7101476.500000 Penalty: 3559.029297
	Iteration 135Q: 3 clusters Score -7101476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -7101471.000000 Penalty: 3559.029297
	Iteration 136Q: 3 clusters Score -7101471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -7101471.000000 Penalty: 3559.029297
	Iteration 137F: 3 clusters Score -7101471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 3079 members 
Mstep: Class 4 contains 30365 members 
Mstep: Class 5 contains 6649 members 
Mstep: Class 6 contains 35390 members 
Mstep: Class 7 contains 69085 members 
Mstep: Class 8 contains 70279 members 
Mstep: Class 9 contains 76497 members 
Mstep: Class 10 contains 44266 members 
Mstep: Class 11 contains 40450 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64012 members 
Mstep: Class 19 contains 52676 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57003 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 439Q: 17 clusters Score -7.55849e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 3083 members 
Mstep: Class 4 contains 30297 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 35383 members 
Mstep: Class 7 contains 69085 members 
Mstep: Class 8 contains 70276 members 
Mstep: Class 9 contains 76488 members 
Mstep: Class 10 contains 44295 members 
Mstep: Class 11 contains 40432 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 64003 members 
Mstep: Class 19 contains 52718 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584848.000000 Penalty: 34682.753906
Iteration 440F: 17 clusters Score -7.558485e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69789 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 3091 members 
Mstep: Class 4 contains 30206 members 
Mstep: Class 5 contains 6643 members 
Mstep: Class 6 contains 35374 members 
Mstep: Class 7 contains 69081 members 
Mstep: Class 8 contains 70236 members 
Mstep: Class 9 contains 76484 members 
Mstep: Class 10 contains 44331 members 
Mstep: Class 11 contains 40430 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 63978 members 
Mstep: Class 19 contains 52766 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584776.000000 Penalty: 34682.753906
Iteration 441Q: 17 clusters Score -7.558478e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 3104 members 
Mstep: Class 4 contains 30124 members 
Mstep: Class 5 contains 6639 members 
Mstep: Class 6 contains 35374 members 
Mstep: Class 7 contains 69090 members 
Mstep: Class 8 contains 70197 members 
Mstep: Class 9 contains 76474 members 
Mstep: Class 10 contains 44349 members 
Mstep: Class 11 contains 40409 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 63962 members 
Mstep: Class 19 contains 52818 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584744.000000 Penalty: 34682.753906
Iteration 442Q: 17 clusters Score -7.558474e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 759 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 30046 members 
Mstep: Class 5 contains 6638 members 
Mstep: Class 6 contains 35365 members 
Mstep: Class 7 contains 69098 members 
Mstep: Class 8 contains 70219 members 
Mstep: Class 9 contains 76477 members 
Mstep: Class 10 contains 44366 members 
Mstep: Class 11 contains 40398 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 63930 members 
Mstep: Class 19 contains 52837 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57094 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 443Q: 17 clusters Score -7.558479e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69920 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 3137 members 
Mstep: Class 4 contains 29964 members 
Mstep: Class 5 contains 6632 members 
Mstep: Class 6 contains 35351 members 
Mstep: Class 7 contains 69106 members 
Mstep: Class 8 contains 70230 members 
Mstep: Class 9 contains 76475 members 
Mstep: Class 10 contains 44404 members 
Mstep: Class 11 contains 40392 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 63867 members 
Mstep: Class 19 contains 52876 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57113 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 444Q: 17 clusters Score -7.558462e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 29869 members 
Mstep: Class 5 contains 6627 members 
Mstep: Class 6 contains 35356 members 
Mstep: Class 7 contains 69108 members 
Mstep: Class 8 contains 70229 members 
Mstep: Class 9 contains 76484 members 
Mstep: Class 10 contains 44422 members 
Mstep: Class 11 contains 40392 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 63809 members 
Mstep: Class 19 contains 52899 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57144 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 445Q: 17 clusters Score -7.558455e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 3173 members 
Mstep: Class 4 contains 29779 members 
Mstep: Class 5 contains 6620 members 
Mstep: Class 6 contains 35347 members 
Mstep: Class 7 contains 69114 members 
Mstep: Class 8 contains 70241 members 
Mstep: Class 9 contains 76498 members 
Mstep: Class 10 contains 44430 members 
Mstep: Class 11 contains 40384 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 63747 members 
Mstep: Class 19 contains 52925 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57171 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 446Q: 17 clusters Score -7.558443e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70122 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 29669 members 
Mstep: Class 5 contains 6616 members 
Mstep: Class 6 contains 35349 members 
Mstep: Class 7 contains 69120 members 
Mstep: Class 8 contains 70234 members 
Mstep: Class 9 contains 76501 members 
Mstep: Class 10 contains 44441 members 
Mstep: Class 11 contains 40390 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 63686 members 
Mstep: Class 19 contains 52954 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584504.000000 Penalty: 34682.753906
Iteration 447Q: 17 clusters Score -7.55845e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70190 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 3216 members 
Mstep: Class 4 contains 29565 members 
Mstep: Class 5 contains 6607 members 
Mstep: Class 6 contains 35339 members 
Mstep: Class 7 contains 69135 members 
Mstep: Class 8 contains 70220 members 
Mstep: Class 9 contains 76508 members 
Mstep: Class 10 contains 44454 members 
Mstep: Class 11 contains 40410 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 63636 members 
Mstep: Class 19 contains 52977 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584480.000000 Penalty: 34682.753906
Iteration 448Q: 17 clusters Score -7.558448e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 3229 members 
Mstep: Class 4 contains 29489 members 
Mstep: Class 5 contains 6595 members 
Mstep: Class 6 contains 35336 members 
Mstep: Class 7 contains 69162 members 
Mstep: Class 8 contains 70169 members 
Mstep: Class 9 contains 76532 members 
Mstep: Class 10 contains 44470 members 
Mstep: Class 11 contains 40425 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 63579 members 
Mstep: Class 19 contains 53007 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584672.000000 Penalty: 34682.753906
Iteration 449Q: 17 clusters Score -7.558467e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70237 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 3236 members 
Mstep: Class 4 contains 29425 members 
Mstep: Class 5 contains 6576 members 
Mstep: Class 6 contains 35317 members 
Mstep: Class 7 contains 69183 members 
Mstep: Class 8 contains 70169 members 
Mstep: Class 9 contains 76564 members 
Mstep: Class 10 contains 44494 members 
Mstep: Class 11 contains 40437 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 63520 members 
Mstep: Class 19 contains 53032 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584736.000000 Penalty: 34682.753906
Iteration 450Q: 17 clusters Score -7.558474e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70208 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 3243 members 
Mstep: Class 4 contains 29366 members 
Mstep: Class 5 contains 6562 members 
Mstep: Class 6 contains 35301 members 
Mstep: Class 7 contains 69197 members 
Mstep: Class 8 contains 70189 members 
Mstep: Class 9 contains 76589 members 
Mstep: Class 10 contains 44509 members 
Mstep: Class 11 contains 40467 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 63463 members 
Mstep: Class 19 contains 53060 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584552.000000 Penalty: 34682.753906
Iteration 451Q: 17 clusters Score -7.558455e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70182 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 3256 members 
Mstep: Class 4 contains 29314 members 
Mstep: Class 5 contains 6552 members 
Mstep: Class 6 contains 35303 members 
Mstep: Class 7 contains 69205 members 
Mstep: Class 8 contains 70217 members 
Mstep: Class 9 contains 76590 members 
Mstep: Class 10 contains 44516 members 
Mstep: Class 11 contains 40496 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 63407 members 
Mstep: Class 19 contains 53091 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584576.000000 Penalty: 34682.753906
Iteration 452Q: 17 clusters Score -7.558458e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 3272 members 
Mstep: Class 4 contains 29269 members 
Mstep: Class 5 contains 6542 members 
Mstep: Class 6 contains 35308 members 
Mstep: Class 7 contains 69221 members 
Mstep: Class 8 contains 70241 members 
Mstep: Class 9 contains 76607 members 
Mstep: Class 10 contains 44517 members 
Mstep: Class 11 contains 40509 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 63364 members 
Mstep: Class 19 contains 53147 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584504.000000 Penalty: 34682.753906
Iteration 453Q: 17 clusters Score -7.55845e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70088 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 3282 members 
Mstep: Class 4 contains 29227 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 35306 members 
Mstep: Class 7 contains 69242 members 
Mstep: Class 8 contains 70244 members 
Mstep: Class 9 contains 76620 members 
Mstep: Class 10 contains 44524 members 
Mstep: Class 11 contains 40526 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 63312 members 
Mstep: Class 19 contains 53198 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584336.000000 Penalty: 34682.753906
Iteration 454Q: 17 clusters Score -7.558434e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 3287 members 
Mstep: Class 4 contains 29185 members 
Mstep: Class 5 contains 6528 members 
Mstep: Class 6 contains 35321 members 
Mstep: Class 7 contains 69268 members 
Mstep: Class 8 contains 70258 members 
Mstep: Class 9 contains 76636 members 
Mstep: Class 10 contains 44530 members 
Mstep: Class 11 contains 40540 members 
Mstep: Class 12 contains 695 members 
Mstep: Class 18 contains 63270 members 
Mstep: Class 19 contains 53247 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584288.000000 Penalty: 34682.753906
Iteration 455Q: 17 clusters Score -7.558429e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69936 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 3290 members 
Mstep: Class 4 contains 29150 members 
Mstep: Class 5 contains 6524 members 
Mstep: Class 6 contains 35322 members 
Mstep: Class 7 contains 69296 members 
Mstep: Class 8 contains 70281 members 
Mstep: Class 9 contains 76650 members 
Mstep: Class 10 contains 44541 members 
Mstep: Class 11 contains 40560 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 63226 members 
Mstep: Class 19 contains 53284 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584192.000000 Penalty: 34682.753906
Iteration 456Q: 17 clusters Score -7.558419e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69826 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 3291 members 
Mstep: Class 4 contains 29117 members 
Mstep: Class 5 contains 6518 members 
Mstep: Class 6 contains 35324 members 
Mstep: Class 7 contains 69317 members 
Mstep: Class 8 contains 70296 members 
Mstep: Class 9 contains 76666 members 
Mstep: Class 10 contains 44550 members 
Mstep: Class 11 contains 40594 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 63203 members 
Mstep: Class 19 contains 53327 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584072.000000 Penalty: 34682.753906
Iteration 457Q: 17 clusters Score -7.558407e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69734 members 
Mstep: Class 2 contains 756 members 
Mstep: Class 3 contains 3292 members 
Mstep: Class 4 contains 29086 members 
Mstep: Class 5 contains 6510 members 
Mstep: Class 6 contains 35329 members 
Mstep: Class 7 contains 69344 members 
Mstep: Class 8 contains 70275 members 
Mstep: Class 9 contains 76695 members 
Mstep: Class 10 contains 44547 members 
Mstep: Class 11 contains 40609 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 63181 members 
Mstep: Class 19 contains 53376 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584232.000000 Penalty: 34682.753906
Iteration 458Q: 17 clusters Score -7.558423e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69630 members 
Mstep: Class 2 contains 756 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 29055 members 
Mstep: Class 5 contains 6502 members 
Mstep: Class 6 contains 35348 members 
Mstep: Class 7 contains 69372 members 
Mstep: Class 8 contains 70283 members 
Mstep: Class 9 contains 76702 members 
Mstep: Class 10 contains 44554 members 
Mstep: Class 11 contains 40620 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 63144 members 
Mstep: Class 19 contains 53420 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584376.000000 Penalty: 34682.753906
Iteration 459Q: 17 clusters Score -7.558438e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 756 members 
Mstep: Class 3 contains 3309 members 
Mstep: Class 4 contains 29033 members 
Mstep: Class 5 contains 6493 members 
Mstep: Class 6 contains 35361 members 
Mstep: Class 7 contains 69399 members 
Mstep: Class 8 contains 70266 members 
Mstep: Class 9 contains 76715 members 
Mstep: Class 10 contains 44560 members 
Mstep: Class 11 contains 40630 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 63105 members 
Mstep: Class 19 contains 53469 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584352.000000 Penalty: 34682.753906
Iteration 460F: 17 clusters Score -7.558435e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69473 members 
Mstep: Class 2 contains 756 members 
Mstep: Class 3 contains 3317 members 
Mstep: Class 4 contains 29006 members 
Mstep: Class 5 contains 6482 members 
Mstep: Class 6 contains 35366 members 
Mstep: Class 7 contains 69418 members 
Mstep: Class 8 contains 70265 members 
Mstep: Class 9 contains 76736 members 
Mstep: Class 10 contains 44565 members 
Mstep: Class 11 contains 40636 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 63091 members 
Mstep: Class 19 contains 53507 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584432.000000 Penalty: 34682.753906
Iteration 461Q: 17 clusters Score -7.558443e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69383 members 
Mstep: Class 2 contains 756 members 
Mstep: Class 3 contains 3324 members 
Mstep: Class 4 contains 28982 members 
Mstep: Class 5 contains 6472 members 
Mstep: Class 6 contains 35370 members 
Mstep: Class 7 contains 69429 members 
Mstep: Class 8 contains 70279 members 
Mstep: Class 9 contains 76737 members 
Mstep: Class 10 contains 44577 members 
Mstep: Class 11 contains 40656 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 63077 members 
Mstep: Class 19 contains 53546 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584568.000000 Penalty: 34682.753906
Iteration 462Q: 17 clusters Score -7.558457e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69316 members 
Mstep: Class 2 contains 756 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 4 contains 28960 members 
Mstep: Class 5 contains 6462 members 
Mstep: Class 6 contains 35362 members 
Mstep: Class 7 contains 69432 members 
Mstep: Class 8 contains 70316 members 
Mstep: Class 9 contains 76756 members 
Mstep: Class 10 contains 44579 members 
Mstep: Class 11 contains 40673 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 63051 members 
Mstep: Class 19 contains 53568 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584440.000000 Penalty: 34682.753906
Iteration 463Q: 17 clusters Score -7.558444e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 755 members 
Mstep: Class 3 contains 3331 members 
Mstep: Class 4 contains 28931 members 
Mstep: Class 5 contains 6455 members 
Mstep: Class 6 contains 35361 members 
Mstep: Class 7 contains 69441 members 
Mstep: Class 8 contains 70353 members 
Mstep: Class 9 contains 76747 members 
Mstep: Class 10 contains 44588 members 
Mstep: Class 11 contains 40683 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 63023 members 
Mstep: Class 19 contains 53594 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584528.000000 Penalty: 34682.753906
Iteration 464Q: 17 clusters Score -7.558453e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69218 members 
Mstep: Class 2 contains 754 members 
Mstep: Class 3 contains 3330 members 
Mstep: Class 4 contains 28898 members 
Mstep: Class 5 contains 6447 members 
Mstep: Class 6 contains 35358 members 
Mstep: Class 7 contains 69458 members 
Mstep: Class 8 contains 70366 members 
Mstep: Class 9 contains 76757 members 
Mstep: Class 10 contains 44590 members 
Mstep: Class 11 contains 40703 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 63010 members 
Mstep: Class 19 contains 53619 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584408.000000 Penalty: 34682.753906
Iteration 465Q: 17 clusters Score -7.558441e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69177 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 28880 members 
Mstep: Class 5 contains 6438 members 
Mstep: Class 6 contains 35368 members 
Mstep: Class 7 contains 69454 members 
Mstep: Class 8 contains 70359 members 
Mstep: Class 9 contains 76758 members 
Mstep: Class 10 contains 44601 members 
Mstep: Class 11 contains 40717 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 62995 members 
Mstep: Class 19 contains 53643 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584248.000000 Penalty: 34682.753906
Iteration 466Q: 17 clusters Score -7.558425e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 3335 members 
Mstep: Class 4 contains 28869 members 
Mstep: Class 5 contains 6431 members 
Mstep: Class 6 contains 35370 members 
Mstep: Class 7 contains 69460 members 
Mstep: Class 8 contains 70377 members 
Mstep: Class 9 contains 76760 members 
Mstep: Class 10 contains 44602 members 
Mstep: Class 11 contains 40727 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 18 contains 62979 members 
Mstep: Class 19 contains 53679 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584320.000000 Penalty: 34682.753906
Iteration 467Q: 17 clusters Score -7.558432e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 69015 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 28857 members 
Mstep: Class 5 contains 6423 members 
Mstep: Class 6 contains 35371 members 
Mstep: Class 7 contains 69460 members 
Mstep: Class 8 contains 70407 members 
Mstep: Class 9 contains 76765 members 
Mstep: Class 10 contains 44609 members 
Mstep: Class 11 contains 40740 members 
Mstep: Class 12 contains 697 members 
Mstep: Class 18 contains 62957 members 
Mstep: Class 19 contains 53702 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584280.000000 Penalty: 34682.753906
Iteration 468Q: 17 clusters Score -7.558428e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68931 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 3336 members 
Mstep: Class 4 contains 28845 members 
Mstep: Class 5 contains 6413 members 
Mstep: Class 6 contains 35372 members 
Mstep: Class 7 contains 69463 members 
Mstep: Class 8 contains 70444 members 
Mstep: Class 9 contains 76772 members 
Mstep: Class 10 contains 44613 members 
Mstep: Class 11 contains 40747 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 62931 members 
Mstep: Class 19 contains 53727 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584256.000000 Penalty: 34682.753906
Iteration 469Q: 17 clusters Score -7.558426e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 28827 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 35366 members 
Mstep: Class 7 contains 69453 members 
Mstep: Class 8 contains 70489 members 
Mstep: Class 9 contains 76785 members 
Mstep: Class 10 contains 44614 members 
Mstep: Class 11 contains 40741 members 
Mstep: Class 12 contains 698 members 
Mstep: Class 18 contains 62906 members 
Mstep: Class 19 contains 53757 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584184.000000 Penalty: 34682.753906
Iteration 470Q: 17 clusters Score -7.558418e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 28828 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 35358 members 
Mstep: Class 7 contains 69451 members 
Mstep: Class 8 contains 70503 members 
Mstep: Class 9 contains 76789 members 
Mstep: Class 10 contains 44617 members 
Mstep: Class 11 contains 40751 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62899 members 
Mstep: Class 19 contains 53784 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 57975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584296.000000 Penalty: 34682.753906
Iteration 471Q: 17 clusters Score -7.55843e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68740 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 28823 members 
Mstep: Class 5 contains 6368 members 
Mstep: Class 6 contains 35355 members 
Mstep: Class 7 contains 69451 members 
Mstep: Class 8 contains 70525 members 
Mstep: Class 9 contains 76783 members 
Mstep: Class 10 contains 44617 members 
Mstep: Class 11 contains 40757 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62885 members 
Mstep: Class 19 contains 53813 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584360.000000 Penalty: 34682.753906
Iteration 472Q: 17 clusters Score -7.558436e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68688 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 3339 members 
Mstep: Class 4 contains 28821 members 
Mstep: Class 5 contains 6351 members 
Mstep: Class 6 contains 35350 members 
Mstep: Class 7 contains 69454 members 
Mstep: Class 8 contains 70524 members 
Mstep: Class 9 contains 76791 members 
Mstep: Class 10 contains 44618 members 
Mstep: Class 11 contains 40770 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62877 members 
Mstep: Class 19 contains 53833 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584416.000000 Penalty: 34682.753906
Iteration 473Q: 17 clusters Score -7.558442e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 28820 members 
Mstep: Class 5 contains 6337 members 
Mstep: Class 6 contains 35349 members 
Mstep: Class 7 contains 69454 members 
Mstep: Class 8 contains 70541 members 
Mstep: Class 9 contains 76792 members 
Mstep: Class 10 contains 44618 members 
Mstep: Class 11 contains 40777 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62860 members 
Mstep: Class 19 contains 53860 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584336.000000 Penalty: 34682.753906
Iteration 474Q: 17 clusters Score -7.558434e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68608 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 3341 members 
Mstep: Class 4 contains 28820 members 
Mstep: Class 5 contains 6324 members 
Mstep: Class 6 contains 35341 members 
Mstep: Class 7 contains 69448 members 
Mstep: Class 8 contains 70524 members 
Mstep: Class 9 contains 76786 members 
Mstep: Class 10 contains 44622 members 
Mstep: Class 11 contains 40780 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62864 members 
Mstep: Class 19 contains 53899 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584320.000000 Penalty: 34682.753906
Iteration 475Q: 17 clusters Score -7.558432e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68563 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 28830 members 
Mstep: Class 5 contains 6313 members 
Mstep: Class 6 contains 35345 members 
Mstep: Class 7 contains 69457 members 
Mstep: Class 8 contains 70525 members 
Mstep: Class 9 contains 76790 members 
Mstep: Class 10 contains 44629 members 
Mstep: Class 11 contains 40772 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62854 members 
Mstep: Class 19 contains 53913 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584256.000000 Penalty: 34682.753906
Iteration 476Q: 17 clusters Score -7.558426e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 28822 members 
Mstep: Class 5 contains 6303 members 
Mstep: Class 6 contains 35348 members 
Mstep: Class 7 contains 69460 members 
Mstep: Class 8 contains 70521 members 
Mstep: Class 9 contains 76792 members 
Mstep: Class 10 contains 44634 members 
Mstep: Class 11 contains 40769 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62847 members 
Mstep: Class 19 contains 53937 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584168.000000 Penalty: 34682.753906
Iteration 477Q: 17 clusters Score -7.558417e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 28815 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 35348 members 
Mstep: Class 7 contains 69480 members 
Mstep: Class 8 contains 70531 members 
Mstep: Class 9 contains 76803 members 
Mstep: Class 10 contains 44630 members 
Mstep: Class 11 contains 40770 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62831 members 
Mstep: Class 19 contains 53957 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584208.000000 Penalty: 34682.753906
Iteration 478Q: 17 clusters Score -7.558421e+07 nChanged 371
Entering ConstructFrom: 
Score: -75584208.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 1 (68427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Entering Unmasked Estep 
Score: -8486919.000000 Penalty: 1809.197510
	Iteration 0F: 2 clusters Score -8486919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -8442761.000000 Penalty: 3618.395020
	Iteration 0F: 3 clusters Score -8442761 nChanged 32290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -8461352.000000 Penalty: 3618.395020
	Iteration 1F: 3 clusters Score -8461352 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -8461810.000000 Penalty: 3618.395020
	Iteration 2Q: 3 clusters Score -8461810 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -8462518.000000 Penalty: 3618.395020
	Iteration 3Q: 3 clusters Score -8462518 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -8463753.000000 Penalty: 3618.395020
	Iteration 4Q: 3 clusters Score -8463753 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -8465891.000000 Penalty: 3618.395020
	Iteration 5F: 3 clusters Score -8465891 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -8469141.000000 Penalty: 3618.395020
	Iteration 6F: 3 clusters Score -8469141 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -8473218.000000 Penalty: 3618.395020
	Iteration 7F: 3 clusters Score -8473218 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -8477200.000000 Penalty: 3618.395020
	Iteration 8F: 3 clusters Score -8477200 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -8480077.000000 Penalty: 3618.395020
	Iteration 9Q: 3 clusters Score -8480077 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -8481927.000000 Penalty: 3618.395020
	Iteration 10Q: 3 clusters Score -8481927 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64866 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -8483009.000000 Penalty: 3618.395020
	Iteration 11Q: 3 clusters Score -8483009 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -8483649.000000 Penalty: 3618.395020
	Iteration 12Q: 3 clusters Score -8483649 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66348 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -8484055.000000 Penalty: 3618.395020
	Iteration 13Q: 3 clusters Score -8484055 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66747 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8484396.000000 Penalty: 3618.395020
	Iteration 14Q: 3 clusters Score -8484396 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67027 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8484611.000000 Penalty: 3618.395020
	Iteration 15Q: 3 clusters Score -8484611 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67246 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8484757.000000 Penalty: 3618.395020
	Iteration 16Q: 3 clusters Score -8484757 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8484890.000000 Penalty: 3618.395020
	Iteration 17Q: 3 clusters Score -8484890 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67540 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8484971.000000 Penalty: 3618.395020
	Iteration 18Q: 3 clusters Score -8484971 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67626 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8485037.000000 Penalty: 3618.395020
	Iteration 19Q: 3 clusters Score -8485037 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67698 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8485101.000000 Penalty: 3618.395020
	Iteration 20F: 3 clusters Score -8485101 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8485145.000000 Penalty: 3618.395020
	Iteration 21Q: 3 clusters Score -8485145 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8485188.000000 Penalty: 3618.395020
	Iteration 22Q: 3 clusters Score -8485188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67828 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8485216.000000 Penalty: 3618.395020
	Iteration 23Q: 3 clusters Score -8485216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8485250.000000 Penalty: 3618.395020
	Iteration 24Q: 3 clusters Score -8485250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67886 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8485265.000000 Penalty: 3618.395020
	Iteration 25Q: 3 clusters Score -8485265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67908 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8485289.000000 Penalty: 3618.395020
	Iteration 26Q: 3 clusters Score -8485289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8485300.000000 Penalty: 3618.395020
	Iteration 27Q: 3 clusters Score -8485300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67928 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8485313.000000 Penalty: 3618.395020
	Iteration 28Q: 3 clusters Score -8485313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67937 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8485323.000000 Penalty: 3618.395020
	Iteration 29Q: 3 clusters Score -8485323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67943 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8485322.000000 Penalty: 3618.395020
	Iteration 30Q: 3 clusters Score -8485322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67949 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8485329.000000 Penalty: 3618.395020
	Iteration 31Q: 3 clusters Score -8485329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8485330.000000 Penalty: 3618.395020
	Iteration 32Q: 3 clusters Score -8485330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8485336.000000 Penalty: 3618.395020
	Iteration 33Q: 3 clusters Score -8485336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8485336.000000 Penalty: 3618.395020
	Iteration 34Q: 3 clusters Score -8485336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8485338.000000 Penalty: 3618.395020
	Iteration 35Q: 3 clusters Score -8485338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8485337.000000 Penalty: 3618.395020
	Iteration 36Q: 3 clusters Score -8485337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8485337.000000 Penalty: 3618.395020
	Iteration 37F: 3 clusters Score -8485337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -82077.578125 Penalty: 1076.410645
	Iteration 0F: 2 clusters Score -82077.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80880.851562 Penalty: 2152.821289
	Iteration 0F: 3 clusters Score -80880.85 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81192.203125 Penalty: 2152.821289
	Iteration 1F: 3 clusters Score -81192.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -81359.539062 Penalty: 2152.821289
	Iteration 2F: 3 clusters Score -81359.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81466.976562 Penalty: 2152.821289
	Iteration 3F: 3 clusters Score -81466.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81545.648438 Penalty: 2152.821289
	Iteration 4Q: 3 clusters Score -81545.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81639.984375 Penalty: 2152.821289
	Iteration 5Q: 3 clusters Score -81639.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -81717.148438 Penalty: 2152.821289
	Iteration 6Q: 3 clusters Score -81717.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -81771.632812 Penalty: 2152.821289
	Iteration 7Q: 3 clusters Score -81771.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -81822.726562 Penalty: 2152.821289
	Iteration 8Q: 3 clusters Score -81822.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -81876.484375 Penalty: 2152.821289
	Iteration 9Q: 3 clusters Score -81876.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -81891.960938 Penalty: 2152.821289
	Iteration 10Q: 3 clusters Score -81891.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -81896.859375 Penalty: 2152.821289
	Iteration 11Q: 3 clusters Score -81896.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -81901.531250 Penalty: 2152.821289
	Iteration 12Q: 3 clusters Score -81901.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -81905.609375 Penalty: 2152.821289
	Iteration 13Q: 3 clusters Score -81905.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -81909.109375 Penalty: 2152.821289
	Iteration 14Q: 3 clusters Score -81909.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -81909.109375 Penalty: 2152.821289
	Iteration 15F: 3 clusters Score -81909.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Entering Unmasked Estep 
Score: -412811.312500 Penalty: 1318.869263
	Iteration 0F: 2 clusters Score -412811.3 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 1643 members 
Entering Unmasked Estep 
Score: -409786.062500 Penalty: 2637.738525
	Iteration 0F: 3 clusters Score -409786.1 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -410551.937500 Penalty: 2637.738525
	Iteration 1F: 3 clusters Score -410551.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -410701.250000 Penalty: 2637.738525
	Iteration 2F: 3 clusters Score -410701.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -410811.625000 Penalty: 2637.738525
	Iteration 3F: 3 clusters Score -410811.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -410890.375000 Penalty: 2637.738525
	Iteration 4Q: 3 clusters Score -410890.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -410955.312500 Penalty: 2637.738525
	Iteration 5Q: 3 clusters Score -410955.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -410995.468750 Penalty: 2637.738525
	Iteration 6Q: 3 clusters Score -410995.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -411024.218750 Penalty: 2637.738525
	Iteration 7Q: 3 clusters Score -411024.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -411049.000000 Penalty: 2637.738525
	Iteration 8Q: 3 clusters Score -411049 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -411072.656250 Penalty: 2637.738525
	Iteration 9Q: 3 clusters Score -411072.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -411088.968750 Penalty: 2637.738525
	Iteration 10Q: 3 clusters Score -411089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -411104.125000 Penalty: 2637.738525
	Iteration 11Q: 3 clusters Score -411104.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -411114.812500 Penalty: 2637.738525
	Iteration 12Q: 3 clusters Score -411114.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -411130.375000 Penalty: 2637.738525
	Iteration 13Q: 3 clusters Score -411130.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -411146.375000 Penalty: 2637.738525
	Iteration 14Q: 3 clusters Score -411146.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -411165.750000 Penalty: 2637.738525
	Iteration 15Q: 3 clusters Score -411165.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -411176.843750 Penalty: 2637.738525
	Iteration 16Q: 3 clusters Score -411176.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -411189.500000 Penalty: 2637.738525
	Iteration 17Q: 3 clusters Score -411189.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -411204.843750 Penalty: 2637.738525
	Iteration 18Q: 3 clusters Score -411204.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -411222.093750 Penalty: 2637.738525
	Iteration 19Q: 3 clusters Score -411222.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -411239.062500 Penalty: 2637.738525
	Iteration 20F: 3 clusters Score -411239.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -411263.031250 Penalty: 2637.738525
	Iteration 21Q: 3 clusters Score -411263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -411288.156250 Penalty: 2637.738525
	Iteration 22Q: 3 clusters Score -411288.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -411314.343750 Penalty: 2637.738525
	Iteration 23Q: 3 clusters Score -411314.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -411353.218750 Penalty: 2637.738525
	Iteration 24Q: 3 clusters Score -411353.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -411398.468750 Penalty: 2637.738525
	Iteration 25Q: 3 clusters Score -411398.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -411438.656250 Penalty: 2637.738525
	Iteration 26Q: 3 clusters Score -411438.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -411472.281250 Penalty: 2637.738525
	Iteration 27Q: 3 clusters Score -411472.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -411498.468750 Penalty: 2637.738525
	Iteration 28Q: 3 clusters Score -411498.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -411533.656250 Penalty: 2637.738525
	Iteration 29Q: 3 clusters Score -411533.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -411571.031250 Penalty: 2637.738525
	Iteration 30Q: 3 clusters Score -411571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -411591.875000 Penalty: 2637.738525
	Iteration 31Q: 3 clusters Score -411591.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -411610.156250 Penalty: 2637.738525
	Iteration 32Q: 3 clusters Score -411610.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -411618.500000 Penalty: 2637.738525
	Iteration 33Q: 3 clusters Score -411618.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -411625.125000 Penalty: 2637.738525
	Iteration 34Q: 3 clusters Score -411625.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -411634.062500 Penalty: 2637.738525
	Iteration 35Q: 3 clusters Score -411634.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -411637.562500 Penalty: 2637.738525
	Iteration 36Q: 3 clusters Score -411637.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -411645.031250 Penalty: 2637.738525
	Iteration 37Q: 3 clusters Score -411645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -411650.781250 Penalty: 2637.738525
	Iteration 38Q: 3 clusters Score -411650.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -411657.437500 Penalty: 2637.738525
	Iteration 39Q: 3 clusters Score -411657.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -411662.531250 Penalty: 2637.738525
	Iteration 40F: 3 clusters Score -411662.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -411665.937500 Penalty: 2637.738525
	Iteration 41Q: 3 clusters Score -411665.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -411670.531250 Penalty: 2637.738525
	Iteration 42Q: 3 clusters Score -411670.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -411678.281250 Penalty: 2637.738525
	Iteration 43Q: 3 clusters Score -411678.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -411679.968750 Penalty: 2637.738525
	Iteration 44Q: 3 clusters Score -411680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -411682.656250 Penalty: 2637.738525
	Iteration 45Q: 3 clusters Score -411682.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -411682.656250 Penalty: 2637.738525
	Iteration 46F: 3 clusters Score -411682.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Entering Unmasked Estep 
Score: -3484677.500000 Penalty: 1668.633301
	Iteration 0F: 2 clusters Score -3484678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3465134.500000 Penalty: 3337.266602
	Iteration 0F: 3 clusters Score -3465134 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3472641.000000 Penalty: 3337.266602
	Iteration 1F: 3 clusters Score -3472641 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3473133.750000 Penalty: 3337.266602
	Iteration 2Q: 3 clusters Score -3473134 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3473632.500000 Penalty: 3337.266602
	Iteration 3Q: 3 clusters Score -3473632 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3474185.250000 Penalty: 3337.266602
	Iteration 4Q: 3 clusters Score -3474185 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -3474862.750000 Penalty: 3337.266602
	Iteration 5Q: 3 clusters Score -3474863 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -3475838.250000 Penalty: 3337.266602
	Iteration 6F: 3 clusters Score -3475838 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -3477017.500000 Penalty: 3337.266602
	Iteration 7F: 3 clusters Score -3477018 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3478331.750000 Penalty: 3337.266602
	Iteration 8F: 3 clusters Score -3478332 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -3479519.750000 Penalty: 3337.266602
	Iteration 9Q: 3 clusters Score -3479520 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3480400.250000 Penalty: 3337.266602
	Iteration 10Q: 3 clusters Score -3480400 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3481113.500000 Penalty: 3337.266602
	Iteration 11Q: 3 clusters Score -3481114 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -3481619.250000 Penalty: 3337.266602
	Iteration 12Q: 3 clusters Score -3481619 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -3481996.500000 Penalty: 3337.266602
	Iteration 13Q: 3 clusters Score -3481996 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3482285.000000 Penalty: 3337.266602
	Iteration 14Q: 3 clusters Score -3482285 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3482509.000000 Penalty: 3337.266602
	Iteration 15Q: 3 clusters Score -3482509 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -3482635.250000 Penalty: 3337.266602
	Iteration 16Q: 3 clusters Score -3482635 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -3482717.500000 Penalty: 3337.266602
	Iteration 17Q: 3 clusters Score -3482718 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3482768.750000 Penalty: 3337.266602
	Iteration 18Q: 3 clusters Score -3482769 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -3482817.000000 Penalty: 3337.266602
	Iteration 19Q: 3 clusters Score -3482817 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3482858.500000 Penalty: 3337.266602
	Iteration 20F: 3 clusters Score -3482858 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3482881.250000 Penalty: 3337.266602
	Iteration 21Q: 3 clusters Score -3482881 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3482905.750000 Penalty: 3337.266602
	Iteration 22Q: 3 clusters Score -3482906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -3482913.500000 Penalty: 3337.266602
	Iteration 23Q: 3 clusters Score -3482914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3482920.750000 Penalty: 3337.266602
	Iteration 24Q: 3 clusters Score -3482921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3482925.000000 Penalty: 3337.266602
	Iteration 25Q: 3 clusters Score -3482925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -3482930.000000 Penalty: 3337.266602
	Iteration 26Q: 3 clusters Score -3482930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3482944.250000 Penalty: 3337.266602
	Iteration 27Q: 3 clusters Score -3482944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3482947.500000 Penalty: 3337.266602
	Iteration 28Q: 3 clusters Score -3482948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3482952.250000 Penalty: 3337.266602
	Iteration 29Q: 3 clusters Score -3482952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3482961.000000 Penalty: 3337.266602
	Iteration 30Q: 3 clusters Score -3482961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -3482964.250000 Penalty: 3337.266602
	Iteration 31Q: 3 clusters Score -3482964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -3482957.500000 Penalty: 3337.266602
	Iteration 32Q: 3 clusters Score -3482958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3482967.500000 Penalty: 3337.266602
	Iteration 33Q: 3 clusters Score -3482968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -3482964.500000 Penalty: 3337.266602
	Iteration 34Q: 3 clusters Score -3482964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3482963.500000 Penalty: 3337.266602
	Iteration 35Q: 3 clusters Score -3482964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3482964.250000 Penalty: 3337.266602
	Iteration 36Q: 3 clusters Score -3482964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -3482960.250000 Penalty: 3337.266602
	Iteration 37Q: 3 clusters Score -3482960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -3482958.750000 Penalty: 3337.266602
	Iteration 38Q: 3 clusters Score -3482959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3482959.250000 Penalty: 3337.266602
	Iteration 39Q: 3 clusters Score -3482959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3482959.250000 Penalty: 3337.266602
	Iteration 40F: 3 clusters Score -3482959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Entering Unmasked Estep 
Score: -745191.125000 Penalty: 1421.341431
	Iteration 0F: 2 clusters Score -745191.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -740387.687500 Penalty: 2842.682861
	Iteration 0F: 3 clusters Score -740387.7 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -741842.500000 Penalty: 2842.682861
	Iteration 1F: 3 clusters Score -741842.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -742092.375000 Penalty: 2842.682861
	Iteration 2F: 3 clusters Score -742092.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -742319.875000 Penalty: 2842.682861
	Iteration 3F: 3 clusters Score -742319.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -742542.125000 Penalty: 2842.682861
	Iteration 4F: 3 clusters Score -742542.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -742786.312500 Penalty: 2842.682861
	Iteration 5F: 3 clusters Score -742786.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -743065.750000 Penalty: 2842.682861
	Iteration 6F: 3 clusters Score -743065.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -743351.125000 Penalty: 2842.682861
	Iteration 7F: 3 clusters Score -743351.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -743642.812500 Penalty: 2842.682861
	Iteration 8F: 3 clusters Score -743642.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -743918.000000 Penalty: 2842.682861
	Iteration 9Q: 3 clusters Score -743918 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -744172.812500 Penalty: 2842.682861
	Iteration 10Q: 3 clusters Score -744172.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -744313.000000 Penalty: 2842.682861
	Iteration 11Q: 3 clusters Score -744313 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -744357.937500 Penalty: 2842.682861
	Iteration 12Q: 3 clusters Score -744357.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -744377.187500 Penalty: 2842.682861
	Iteration 13Q: 3 clusters Score -744377.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -744383.437500 Penalty: 2842.682861
	Iteration 14Q: 3 clusters Score -744383.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -744383.875000 Penalty: 2842.682861
	Iteration 15Q: 3 clusters Score -744383.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -744386.375000 Penalty: 2842.682861
	Iteration 16Q: 3 clusters Score -744386.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -744388.500000 Penalty: 2842.682861
	Iteration 17Q: 3 clusters Score -744388.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -744387.437500 Penalty: 2842.682861
	Iteration 18Q: 3 clusters Score -744387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -744386.375000 Penalty: 2842.682861
	Iteration 19Q: 3 clusters Score -744386.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -744386.375000 Penalty: 2842.682861
	Iteration 20F: 3 clusters Score -744386.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Entering Unmasked Estep 
Score: -4396751.500000 Penalty: 1701.829834
	Iteration 0F: 2 clusters Score -4396752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -4372900.500000 Penalty: 3403.659668
	Iteration 0F: 3 clusters Score -4372900 nChanged 16431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -4381960.000000 Penalty: 3403.659668
	Iteration 1F: 3 clusters Score -4381960 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -4382317.500000 Penalty: 3403.659668
	Iteration 2Q: 3 clusters Score -4382318 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -4382705.000000 Penalty: 3403.659668
	Iteration 3Q: 3 clusters Score -4382705 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -4383107.500000 Penalty: 3403.659668
	Iteration 4Q: 3 clusters Score -4383108 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -4383717.000000 Penalty: 3403.659668
	Iteration 5Q: 3 clusters Score -4383717 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -4384592.000000 Penalty: 3403.659668
	Iteration 6Q: 3 clusters Score -4384592 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -4386087.500000 Penalty: 3403.659668
	Iteration 7F: 3 clusters Score -4386088 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -4388174.000000 Penalty: 3403.659668
	Iteration 8F: 3 clusters Score -4388174 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -4390344.000000 Penalty: 3403.659668
	Iteration 9F: 3 clusters Score -4390344 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -4391931.500000 Penalty: 3403.659668
	Iteration 10F: 3 clusters Score -4391932 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -4392954.500000 Penalty: 3403.659668
	Iteration 11Q: 3 clusters Score -4392954 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -4393472.000000 Penalty: 3403.659668
	Iteration 12Q: 3 clusters Score -4393472 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -4393819.500000 Penalty: 3403.659668
	Iteration 13Q: 3 clusters Score -4393820 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -4394107.000000 Penalty: 3403.659668
	Iteration 14Q: 3 clusters Score -4394107 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -4394340.000000 Penalty: 3403.659668
	Iteration 15Q: 3 clusters Score -4394340 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4394561.000000 Penalty: 3403.659668
	Iteration 16Q: 3 clusters Score -4394561 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -4394767.000000 Penalty: 3403.659668
	Iteration 17Q: 3 clusters Score -4394767 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -4394926.000000 Penalty: 3403.659668
	Iteration 18Q: 3 clusters Score -4394926 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -4395062.500000 Penalty: 3403.659668
	Iteration 19Q: 3 clusters Score -4395062 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -4395183.000000 Penalty: 3403.659668
	Iteration 20F: 3 clusters Score -4395183 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -4395260.000000 Penalty: 3403.659668
	Iteration 21Q: 3 clusters Score -4395260 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -4395346.500000 Penalty: 3403.659668
	Iteration 22Q: 3 clusters Score -4395346 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -4395402.000000 Penalty: 3403.659668
	Iteration 23Q: 3 clusters Score -4395402 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -4395434.000000 Penalty: 3403.659668
	Iteration 24Q: 3 clusters Score -4395434 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -4395476.000000 Penalty: 3403.659668
	Iteration 25Q: 3 clusters Score -4395476 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -4395494.000000 Penalty: 3403.659668
	Iteration 26Q: 3 clusters Score -4395494 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -4395498.500000 Penalty: 3403.659668
	Iteration 27Q: 3 clusters Score -4395498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -4395500.000000 Penalty: 3403.659668
	Iteration 28Q: 3 clusters Score -4395500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -4395497.500000 Penalty: 3403.659668
	Iteration 29Q: 3 clusters Score -4395498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -4395503.000000 Penalty: 3403.659668
	Iteration 30Q: 3 clusters Score -4395503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -4395508.000000 Penalty: 3403.659668
	Iteration 31Q: 3 clusters Score -4395508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -4395517.000000 Penalty: 3403.659668
	Iteration 32Q: 3 clusters Score -4395517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -4395527.000000 Penalty: 3403.659668
	Iteration 33Q: 3 clusters Score -4395527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -4395530.000000 Penalty: 3403.659668
	Iteration 34Q: 3 clusters Score -4395530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -4395531.000000 Penalty: 3403.659668
	Iteration 35Q: 3 clusters Score -4395531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -4395533.000000 Penalty: 3403.659668
	Iteration 36Q: 3 clusters Score -4395533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -4395531.000000 Penalty: 3403.659668
	Iteration 37Q: 3 clusters Score -4395531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -4395531.500000 Penalty: 3403.659668
	Iteration 38Q: 3 clusters Score -4395532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -4395537.500000 Penalty: 3403.659668
	Iteration 39Q: 3 clusters Score -4395538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -4395544.000000 Penalty: 3403.659668
	Iteration 40F: 3 clusters Score -4395544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -4395543.000000 Penalty: 3403.659668
	Iteration 41Q: 3 clusters Score -4395543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -4395537.500000 Penalty: 3403.659668
	Iteration 42Q: 3 clusters Score -4395538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -4395539.500000 Penalty: 3403.659668
	Iteration 43Q: 3 clusters Score -4395540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -4395540.500000 Penalty: 3403.659668
	Iteration 44Q: 3 clusters Score -4395540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -4395544.000000 Penalty: 3403.659668
	Iteration 45Q: 3 clusters Score -4395544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -4395542.000000 Penalty: 3403.659668
	Iteration 46Q: 3 clusters Score -4395542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -4395544.000000 Penalty: 3403.659668
	Iteration 47Q: 3 clusters Score -4395544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -4395553.000000 Penalty: 3403.659668
	Iteration 48Q: 3 clusters Score -4395553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -4395546.500000 Penalty: 3403.659668
	Iteration 49Q: 3 clusters Score -4395546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -4395552.000000 Penalty: 3403.659668
	Iteration 50Q: 3 clusters Score -4395552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -4395555.000000 Penalty: 3403.659668
	Iteration 51Q: 3 clusters Score -4395555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -4395559.000000 Penalty: 3403.659668
	Iteration 52Q: 3 clusters Score -4395559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -4395563.500000 Penalty: 3403.659668
	Iteration 53Q: 3 clusters Score -4395564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -4395577.500000 Penalty: 3403.659668
	Iteration 54Q: 3 clusters Score -4395578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -4395583.000000 Penalty: 3403.659668
	Iteration 55Q: 3 clusters Score -4395583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -4395581.500000 Penalty: 3403.659668
	Iteration 56Q: 3 clusters Score -4395582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -4395586.500000 Penalty: 3403.659668
	Iteration 57Q: 3 clusters Score -4395586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -4395591.500000 Penalty: 3403.659668
	Iteration 58Q: 3 clusters Score -4395592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -4395590.500000 Penalty: 3403.659668
	Iteration 59Q: 3 clusters Score -4395590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -4395592.000000 Penalty: 3403.659668
	Iteration 60F: 3 clusters Score -4395592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -4395598.000000 Penalty: 3403.659668
	Iteration 61Q: 3 clusters Score -4395598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -4395601.500000 Penalty: 3403.659668
	Iteration 62Q: 3 clusters Score -4395602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -4395603.000000 Penalty: 3403.659668
	Iteration 63Q: 3 clusters Score -4395603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -4395605.500000 Penalty: 3403.659668
	Iteration 64Q: 3 clusters Score -4395606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -4395598.000000 Penalty: 3403.659668
	Iteration 65Q: 3 clusters Score -4395598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -4395596.500000 Penalty: 3403.659668
	Iteration 66Q: 3 clusters Score -4395596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -4395599.000000 Penalty: 3403.659668
	Iteration 67Q: 3 clusters Score -4395599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -4395599.000000 Penalty: 3403.659668
	Iteration 68Q: 3 clusters Score -4395599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -4395602.000000 Penalty: 3403.659668
	Iteration 69Q: 3 clusters Score -4395602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -4395603.000000 Penalty: 3403.659668
	Iteration 70Q: 3 clusters Score -4395603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -4395602.500000 Penalty: 3403.659668
	Iteration 71Q: 3 clusters Score -4395602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -4395606.000000 Penalty: 3403.659668
	Iteration 72Q: 3 clusters Score -4395606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -4395605.500000 Penalty: 3403.659668
	Iteration 73Q: 3 clusters Score -4395606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -4395604.000000 Penalty: 3403.659668
	Iteration 74Q: 3 clusters Score -4395604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -4395604.500000 Penalty: 3403.659668
	Iteration 75Q: 3 clusters Score -4395604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -4395605.500000 Penalty: 3403.659668
	Iteration 76Q: 3 clusters Score -4395606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -4395599.500000 Penalty: 3403.659668
	Iteration 77Q: 3 clusters Score -4395600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -4395602.500000 Penalty: 3403.659668
	Iteration 78Q: 3 clusters Score -4395602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -4395603.000000 Penalty: 3403.659668
	Iteration 79Q: 3 clusters Score -4395603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -4395601.500000 Penalty: 3403.659668
	Iteration 80F: 3 clusters Score -4395602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -4395604.000000 Penalty: 3403.659668
	Iteration 81Q: 3 clusters Score -4395604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -4395603.500000 Penalty: 3403.659668
	Iteration 82Q: 3 clusters Score -4395604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -4395605.000000 Penalty: 3403.659668
	Iteration 83Q: 3 clusters Score -4395605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -4395605.000000 Penalty: 3403.659668
	Iteration 84F: 3 clusters Score -4395605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (69488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Entering Unmasked Estep 
Score: -8659847.000000 Penalty: 1811.697754
	Iteration 0F: 2 clusters Score -8659847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -8614361.000000 Penalty: 3623.395508
	Iteration 0F: 3 clusters Score -8614361 nChanged 33116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -8632985.000000 Penalty: 3623.395508
	Iteration 1F: 3 clusters Score -8632985 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -8633359.000000 Penalty: 3623.395508
	Iteration 2Q: 3 clusters Score -8633359 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -8633802.000000 Penalty: 3623.395508
	Iteration 3Q: 3 clusters Score -8633802 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -8634225.000000 Penalty: 3623.395508
	Iteration 4Q: 3 clusters Score -8634225 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -8634797.000000 Penalty: 3623.395508
	Iteration 5Q: 3 clusters Score -8634797 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -8635644.000000 Penalty: 3623.395508
	Iteration 6Q: 3 clusters Score -8635644 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8637200.000000 Penalty: 3623.395508
	Iteration 7Q: 3 clusters Score -8637200 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -8639834.000000 Penalty: 3623.395508
	Iteration 8F: 3 clusters Score -8639834 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -8644010.000000 Penalty: 3623.395508
	Iteration 9F: 3 clusters Score -8644010 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 59558 members 
Entering Unmasked Estep 
Score: -8649271.000000 Penalty: 3623.395508
	Iteration 10F: 3 clusters Score -8649271 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -8653979.000000 Penalty: 3623.395508
	Iteration 11F: 3 clusters Score -8653979 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -8656669.000000 Penalty: 3623.395508
	Iteration 12Q: 3 clusters Score -8656669 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 68633 members 
Entering Unmasked Estep 
Score: -8657633.000000 Penalty: 3623.395508
	Iteration 13Q: 3 clusters Score -8657633 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -8657998.000000 Penalty: 3623.395508
	Iteration 14Q: 3 clusters Score -8657998 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -8658139.000000 Penalty: 3623.395508
	Iteration 15Q: 3 clusters Score -8658139 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 69267 members 
Entering Unmasked Estep 
Score: -8658220.000000 Penalty: 3623.395508
	Iteration 16Q: 3 clusters Score -8658220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -8658253.000000 Penalty: 3623.395508
	Iteration 17Q: 3 clusters Score -8658253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -8658269.000000 Penalty: 3623.395508
	Iteration 18Q: 3 clusters Score -8658269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 69298 members 
Entering Unmasked Estep 
Score: -8658291.000000 Penalty: 3623.395508
	Iteration 19Q: 3 clusters Score -8658291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 69305 members 
Entering Unmasked Estep 
Score: -8658305.000000 Penalty: 3623.395508
	Iteration 20F: 3 clusters Score -8658305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 69306 members 
Entering Unmasked Estep 
Score: -8658306.000000 Penalty: 3623.395508
	Iteration 21Q: 3 clusters Score -8658306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 69308 members 
Entering Unmasked Estep 
Score: -8658317.000000 Penalty: 3623.395508
	Iteration 22Q: 3 clusters Score -8658317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 69308 members 
Entering Unmasked Estep 
Score: -8658317.000000 Penalty: 3623.395508
	Iteration 23F: 3 clusters Score -8658317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Entering Unmasked Estep 
Score: -8767590.000000 Penalty: 1814.169434
	Iteration 0F: 2 clusters Score -8767590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -8721057.000000 Penalty: 3628.338867
	Iteration 0F: 3 clusters Score -8721057 nChanged 33439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -8740741.000000 Penalty: 3628.338867
	Iteration 1F: 3 clusters Score -8740741 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -8741903.000000 Penalty: 3628.338867
	Iteration 2Q: 3 clusters Score -8741903 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -8744105.000000 Penalty: 3628.338867
	Iteration 3F: 3 clusters Score -8744105 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -8747975.000000 Penalty: 3628.338867
	Iteration 4F: 3 clusters Score -8747975 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
Score: -8753526.000000 Penalty: 3628.338867
	Iteration 5F: 3 clusters Score -8753526 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 63827 members 
Entering Unmasked Estep 
Score: -8759515.000000 Penalty: 3628.338867
	Iteration 6F: 3 clusters Score -8759515 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -8763501.000000 Penalty: 3628.338867
	Iteration 7F: 3 clusters Score -8763501 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -8765220.000000 Penalty: 3628.338867
	Iteration 8Q: 3 clusters Score -8765220 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 70259 members 
Entering Unmasked Estep 
Score: -8765681.000000 Penalty: 3628.338867
	Iteration 9Q: 3 clusters Score -8765681 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 70382 members 
Entering Unmasked Estep 
Score: -8765843.000000 Penalty: 3628.338867
	Iteration 10Q: 3 clusters Score -8765843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -8765905.000000 Penalty: 3628.338867
	Iteration 11Q: 3 clusters Score -8765905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 70419 members 
Entering Unmasked Estep 
Score: -8765933.000000 Penalty: 3628.338867
	Iteration 12Q: 3 clusters Score -8765933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 70422 members 
Entering Unmasked Estep 
Score: -8765954.000000 Penalty: 3628.338867
	Iteration 13Q: 3 clusters Score -8765954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -8765970.000000 Penalty: 3628.338867
	Iteration 14Q: 3 clusters Score -8765970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -8765979.000000 Penalty: 3628.338867
	Iteration 15Q: 3 clusters Score -8765979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 70433 members 
Entering Unmasked Estep 
Score: -8765987.000000 Penalty: 3628.338867
	Iteration 16Q: 3 clusters Score -8765987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 70433 members 
Entering Unmasked Estep 
Score: -8765994.000000 Penalty: 3628.338867
	Iteration 17Q: 3 clusters Score -8765994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 70434 members 
Entering Unmasked Estep 
Score: -8766001.000000 Penalty: 3628.338867
	Iteration 18Q: 3 clusters Score -8766001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 70434 members 
Entering Unmasked Estep 
Score: -8766001.000000 Penalty: 3628.338867
	Iteration 19F: 3 clusters Score -8766001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76802 members 
Entering Unmasked Estep 
Score: -9546913.000000 Penalty: 1827.960205
	Iteration 0F: 2 clusters Score -9546913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -9497592.000000 Penalty: 3655.920410
	Iteration 0F: 3 clusters Score -9497592 nChanged 36239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -9518496.000000 Penalty: 3655.920410
	Iteration 1F: 3 clusters Score -9518496 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -9519385.000000 Penalty: 3655.920410
	Iteration 2Q: 3 clusters Score -9519385 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -9520492.000000 Penalty: 3655.920410
	Iteration 3Q: 3 clusters Score -9520492 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -9522140.000000 Penalty: 3655.920410
	Iteration 4Q: 3 clusters Score -9522140 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -9524601.000000 Penalty: 3655.920410
	Iteration 5F: 3 clusters Score -9524601 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -9528172.000000 Penalty: 3655.920410
	Iteration 6F: 3 clusters Score -9528172 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -9532536.000000 Penalty: 3655.920410
	Iteration 7F: 3 clusters Score -9532536 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -9536232.000000 Penalty: 3655.920410
	Iteration 8F: 3 clusters Score -9536232 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -9538128.000000 Penalty: 3655.920410
	Iteration 9Q: 3 clusters Score -9538128 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -9538991.000000 Penalty: 3655.920410
	Iteration 10Q: 3 clusters Score -9538991 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -9539541.000000 Penalty: 3655.920410
	Iteration 11Q: 3 clusters Score -9539541 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -9540021.000000 Penalty: 3655.920410
	Iteration 12Q: 3 clusters Score -9540021 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -9540328.000000 Penalty: 3655.920410
	Iteration 13Q: 3 clusters Score -9540328 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -9540617.000000 Penalty: 3655.920410
	Iteration 14Q: 3 clusters Score -9540617 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -9540882.000000 Penalty: 3655.920410
	Iteration 15Q: 3 clusters Score -9540882 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -9541195.000000 Penalty: 3655.920410
	Iteration 16Q: 3 clusters Score -9541195 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -9541487.000000 Penalty: 3655.920410
	Iteration 17Q: 3 clusters Score -9541487 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -9541788.000000 Penalty: 3655.920410
	Iteration 18Q: 3 clusters Score -9541788 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -9542050.000000 Penalty: 3655.920410
	Iteration 19Q: 3 clusters Score -9542050 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -9542366.000000 Penalty: 3655.920410
	Iteration 20F: 3 clusters Score -9542366 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66716 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -9542681.000000 Penalty: 3655.920410
	Iteration 21Q: 3 clusters Score -9542681 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67623 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -9542962.000000 Penalty: 3655.920410
	Iteration 22Q: 3 clusters Score -9542962 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68495 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -9543269.000000 Penalty: 3655.920410
	Iteration 23Q: 3 clusters Score -9543269 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -9543585.000000 Penalty: 3655.920410
	Iteration 24Q: 3 clusters Score -9543585 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70101 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -9543868.000000 Penalty: 3655.920410
	Iteration 25Q: 3 clusters Score -9543868 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70851 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -9544064.000000 Penalty: 3655.920410
	Iteration 26Q: 3 clusters Score -9544064 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71535 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -9544246.000000 Penalty: 3655.920410
	Iteration 27Q: 3 clusters Score -9544246 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72150 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -9544441.000000 Penalty: 3655.920410
	Iteration 28Q: 3 clusters Score -9544441 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72714 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -9544676.000000 Penalty: 3655.920410
	Iteration 29Q: 3 clusters Score -9544676 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73225 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -9544806.000000 Penalty: 3655.920410
	Iteration 30Q: 3 clusters Score -9544806 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73677 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -9544904.000000 Penalty: 3655.920410
	Iteration 31Q: 3 clusters Score -9544904 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74066 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -9545024.000000 Penalty: 3655.920410
	Iteration 32Q: 3 clusters Score -9545024 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74367 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -9545126.000000 Penalty: 3655.920410
	Iteration 33Q: 3 clusters Score -9545126 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74632 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -9545220.000000 Penalty: 3655.920410
	Iteration 34Q: 3 clusters Score -9545220 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9545277.000000 Penalty: 3655.920410
	Iteration 35Q: 3 clusters Score -9545277 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75075 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -9545330.000000 Penalty: 3655.920410
	Iteration 36Q: 3 clusters Score -9545330 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75261 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -9545379.000000 Penalty: 3655.920410
	Iteration 37Q: 3 clusters Score -9545379 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -9545429.000000 Penalty: 3655.920410
	Iteration 38Q: 3 clusters Score -9545429 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75524 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -9545479.000000 Penalty: 3655.920410
	Iteration 39Q: 3 clusters Score -9545479 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75608 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -9545500.000000 Penalty: 3655.920410
	Iteration 40F: 3 clusters Score -9545500 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9545539.000000 Penalty: 3655.920410
	Iteration 41Q: 3 clusters Score -9545539 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75759 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -9545540.000000 Penalty: 3655.920410
	Iteration 42Q: 3 clusters Score -9545540 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9545569.000000 Penalty: 3655.920410
	Iteration 43Q: 3 clusters Score -9545569 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75892 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -9545578.000000 Penalty: 3655.920410
	Iteration 44Q: 3 clusters Score -9545578 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9545585.000000 Penalty: 3655.920410
	Iteration 45Q: 3 clusters Score -9545585 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9545600.000000 Penalty: 3655.920410
	Iteration 46Q: 3 clusters Score -9545600 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76064 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9545626.000000 Penalty: 3655.920410
	Iteration 47Q: 3 clusters Score -9545626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76095 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9545641.000000 Penalty: 3655.920410
	Iteration 48Q: 3 clusters Score -9545641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76109 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9545633.000000 Penalty: 3655.920410
	Iteration 49Q: 3 clusters Score -9545633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76119 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9545637.000000 Penalty: 3655.920410
	Iteration 50Q: 3 clusters Score -9545637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9545659.000000 Penalty: 3655.920410
	Iteration 51Q: 3 clusters Score -9545659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9545668.000000 Penalty: 3655.920410
	Iteration 52Q: 3 clusters Score -9545668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9545675.000000 Penalty: 3655.920410
	Iteration 53Q: 3 clusters Score -9545675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9545692.000000 Penalty: 3655.920410
	Iteration 54Q: 3 clusters Score -9545692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9545697.000000 Penalty: 3655.920410
	Iteration 55Q: 3 clusters Score -9545697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9545700.000000 Penalty: 3655.920410
	Iteration 56Q: 3 clusters Score -9545700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76217 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9545697.000000 Penalty: 3655.920410
	Iteration 57Q: 3 clusters Score -9545697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76221 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9545695.000000 Penalty: 3655.920410
	Iteration 58Q: 3 clusters Score -9545695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76228 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9545704.000000 Penalty: 3655.920410
	Iteration 59Q: 3 clusters Score -9545704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9545697.000000 Penalty: 3655.920410
	Iteration 60F: 3 clusters Score -9545697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9545706.000000 Penalty: 3655.920410
	Iteration 61Q: 3 clusters Score -9545706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76241 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9545704.000000 Penalty: 3655.920410
	Iteration 62Q: 3 clusters Score -9545704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76245 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9545715.000000 Penalty: 3655.920410
	Iteration 63Q: 3 clusters Score -9545715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9545713.000000 Penalty: 3655.920410
	Iteration 64Q: 3 clusters Score -9545713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76252 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9545712.000000 Penalty: 3655.920410
	Iteration 65Q: 3 clusters Score -9545712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76255 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9545712.000000 Penalty: 3655.920410
	Iteration 66Q: 3 clusters Score -9545712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9545707.000000 Penalty: 3655.920410
	Iteration 67Q: 3 clusters Score -9545707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9545710.000000 Penalty: 3655.920410
	Iteration 68Q: 3 clusters Score -9545710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76258 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9545710.000000 Penalty: 3655.920410
	Iteration 69F: 3 clusters Score -9545710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Entering Unmasked Estep 
Score: -5548465.500000 Penalty: 1739.791260
	Iteration 0F: 2 clusters Score -5548466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -5518603.000000 Penalty: 3479.582520
	Iteration 0F: 3 clusters Score -5518603 nChanged 20872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -5530042.000000 Penalty: 3479.582520
	Iteration 1F: 3 clusters Score -5530042 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -5530422.000000 Penalty: 3479.582520
	Iteration 2Q: 3 clusters Score -5530422 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -5530769.500000 Penalty: 3479.582520
	Iteration 3Q: 3 clusters Score -5530770 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -5531159.000000 Penalty: 3479.582520
	Iteration 4Q: 3 clusters Score -5531159 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -5531681.000000 Penalty: 3479.582520
	Iteration 5Q: 3 clusters Score -5531681 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -5532445.500000 Penalty: 3479.582520
	Iteration 6Q: 3 clusters Score -5532446 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -5533885.000000 Penalty: 3479.582520
	Iteration 7F: 3 clusters Score -5533885 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -5536258.500000 Penalty: 3479.582520
	Iteration 8F: 3 clusters Score -5536258 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -5539678.500000 Penalty: 3479.582520
	Iteration 9F: 3 clusters Score -5539678 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -5543206.000000 Penalty: 3479.582520
	Iteration 10F: 3 clusters Score -5543206 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -5545508.000000 Penalty: 3479.582520
	Iteration 11F: 3 clusters Score -5545508 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -5546437.000000 Penalty: 3479.582520
	Iteration 12Q: 3 clusters Score -5546437 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -5546733.000000 Penalty: 3479.582520
	Iteration 13Q: 3 clusters Score -5546733 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -5546830.500000 Penalty: 3479.582520
	Iteration 14Q: 3 clusters Score -5546830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -5546886.000000 Penalty: 3479.582520
	Iteration 15Q: 3 clusters Score -5546886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -5546921.500000 Penalty: 3479.582520
	Iteration 16Q: 3 clusters Score -5546922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -5546945.000000 Penalty: 3479.582520
	Iteration 17Q: 3 clusters Score -5546945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -5546956.000000 Penalty: 3479.582520
	Iteration 18Q: 3 clusters Score -5546956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -5546962.500000 Penalty: 3479.582520
	Iteration 19Q: 3 clusters Score -5546962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -5546969.000000 Penalty: 3479.582520
	Iteration 20F: 3 clusters Score -5546969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -5546967.000000 Penalty: 3479.582520
	Iteration 21Q: 3 clusters Score -5546967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -5546970.000000 Penalty: 3479.582520
	Iteration 22Q: 3 clusters Score -5546970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -5546973.500000 Penalty: 3479.582520
	Iteration 23Q: 3 clusters Score -5546974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -5546977.000000 Penalty: 3479.582520
	Iteration 24Q: 3 clusters Score -5546977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -5546977.000000 Penalty: 3479.582520
	Iteration 25F: 3 clusters Score -5546977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Entering Unmasked Estep 
Score: -5068320.500000 Penalty: 1725.055542
	Iteration 0F: 2 clusters Score -5068320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -5040980.500000 Penalty: 3450.111084
	Iteration 0F: 3 clusters Score -5040980 nChanged 18970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -5051596.500000 Penalty: 3450.111084
	Iteration 1F: 3 clusters Score -5051596 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -5052085.500000 Penalty: 3450.111084
	Iteration 2Q: 3 clusters Score -5052086 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -5052610.500000 Penalty: 3450.111084
	Iteration 3Q: 3 clusters Score -5052610 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -5053306.500000 Penalty: 3450.111084
	Iteration 4Q: 3 clusters Score -5053306 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -5054150.000000 Penalty: 3450.111084
	Iteration 5Q: 3 clusters Score -5054150 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -5055255.000000 Penalty: 3450.111084
	Iteration 6F: 3 clusters Score -5055255 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -5056769.500000 Penalty: 3450.111084
	Iteration 7F: 3 clusters Score -5056770 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -5058681.500000 Penalty: 3450.111084
	Iteration 8F: 3 clusters Score -5058682 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -5060562.000000 Penalty: 3450.111084
	Iteration 9F: 3 clusters Score -5060562 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -5061890.000000 Penalty: 3450.111084
	Iteration 10F: 3 clusters Score -5061890 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -5062530.500000 Penalty: 3450.111084
	Iteration 11Q: 3 clusters Score -5062530 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -5062886.000000 Penalty: 3450.111084
	Iteration 12Q: 3 clusters Score -5062886 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -5063091.500000 Penalty: 3450.111084
	Iteration 13Q: 3 clusters Score -5063092 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -5063259.000000 Penalty: 3450.111084
	Iteration 14Q: 3 clusters Score -5063259 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -5063441.500000 Penalty: 3450.111084
	Iteration 15Q: 3 clusters Score -5063442 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -5063629.000000 Penalty: 3450.111084
	Iteration 16Q: 3 clusters Score -5063629 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -5063853.500000 Penalty: 3450.111084
	Iteration 17Q: 3 clusters Score -5063854 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -5064022.500000 Penalty: 3450.111084
	Iteration 18Q: 3 clusters Score -5064022 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -5064207.500000 Penalty: 3450.111084
	Iteration 19Q: 3 clusters Score -5064208 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -5064388.500000 Penalty: 3450.111084
	Iteration 20F: 3 clusters Score -5064388 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -5064558.500000 Penalty: 3450.111084
	Iteration 21Q: 3 clusters Score -5064558 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -5064750.000000 Penalty: 3450.111084
	Iteration 22Q: 3 clusters Score -5064750 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -5064967.500000 Penalty: 3450.111084
	Iteration 23Q: 3 clusters Score -5064968 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -5065192.500000 Penalty: 3450.111084
	Iteration 24Q: 3 clusters Score -5065192 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -5065383.500000 Penalty: 3450.111084
	Iteration 25Q: 3 clusters Score -5065384 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -5065574.500000 Penalty: 3450.111084
	Iteration 26Q: 3 clusters Score -5065574 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -5065707.000000 Penalty: 3450.111084
	Iteration 27Q: 3 clusters Score -5065707 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -5065825.500000 Penalty: 3450.111084
	Iteration 28Q: 3 clusters Score -5065826 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -5065920.000000 Penalty: 3450.111084
	Iteration 29Q: 3 clusters Score -5065920 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -5066043.500000 Penalty: 3450.111084
	Iteration 30Q: 3 clusters Score -5066044 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -5066140.000000 Penalty: 3450.111084
	Iteration 31Q: 3 clusters Score -5066140 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -5066210.000000 Penalty: 3450.111084
	Iteration 32Q: 3 clusters Score -5066210 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -5066286.500000 Penalty: 3450.111084
	Iteration 33Q: 3 clusters Score -5066286 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -5066365.000000 Penalty: 3450.111084
	Iteration 34Q: 3 clusters Score -5066365 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -5066429.500000 Penalty: 3450.111084
	Iteration 35Q: 3 clusters Score -5066430 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -5066474.000000 Penalty: 3450.111084
	Iteration 36Q: 3 clusters Score -5066474 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -5066535.000000 Penalty: 3450.111084
	Iteration 37Q: 3 clusters Score -5066535 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -5066585.000000 Penalty: 3450.111084
	Iteration 38Q: 3 clusters Score -5066585 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -5066634.500000 Penalty: 3450.111084
	Iteration 39Q: 3 clusters Score -5066634 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -5066670.500000 Penalty: 3450.111084
	Iteration 40F: 3 clusters Score -5066670 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -5066718.000000 Penalty: 3450.111084
	Iteration 41Q: 3 clusters Score -5066718 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -5066746.000000 Penalty: 3450.111084
	Iteration 42Q: 3 clusters Score -5066746 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -5066775.000000 Penalty: 3450.111084
	Iteration 43Q: 3 clusters Score -5066775 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -5066794.500000 Penalty: 3450.111084
	Iteration 44Q: 3 clusters Score -5066794 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -5066835.500000 Penalty: 3450.111084
	Iteration 45Q: 3 clusters Score -5066836 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -5066861.000000 Penalty: 3450.111084
	Iteration 46Q: 3 clusters Score -5066861 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -5066883.000000 Penalty: 3450.111084
	Iteration 47Q: 3 clusters Score -5066883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -5066881.000000 Penalty: 3450.111084
	Iteration 48Q: 3 clusters Score -5066881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -5066890.500000 Penalty: 3450.111084
	Iteration 49Q: 3 clusters Score -5066890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -5066892.000000 Penalty: 3450.111084
	Iteration 50Q: 3 clusters Score -5066892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -5066905.000000 Penalty: 3450.111084
	Iteration 51Q: 3 clusters Score -5066905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -5066911.000000 Penalty: 3450.111084
	Iteration 52Q: 3 clusters Score -5066911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -5066912.500000 Penalty: 3450.111084
	Iteration 53Q: 3 clusters Score -5066912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -5066931.500000 Penalty: 3450.111084
	Iteration 54Q: 3 clusters Score -5066932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -5066940.000000 Penalty: 3450.111084
	Iteration 55Q: 3 clusters Score -5066940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -5066935.500000 Penalty: 3450.111084
	Iteration 56Q: 3 clusters Score -5066936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -5066943.500000 Penalty: 3450.111084
	Iteration 57Q: 3 clusters Score -5066944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -5066943.500000 Penalty: 3450.111084
	Iteration 58Q: 3 clusters Score -5066944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -5066952.500000 Penalty: 3450.111084
	Iteration 59Q: 3 clusters Score -5066952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -5066946.500000 Penalty: 3450.111084
	Iteration 60F: 3 clusters Score -5066946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -5066947.500000 Penalty: 3450.111084
	Iteration 61Q: 3 clusters Score -5066948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -5066943.500000 Penalty: 3450.111084
	Iteration 62Q: 3 clusters Score -5066944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -5066953.500000 Penalty: 3450.111084
	Iteration 63Q: 3 clusters Score -5066954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -5066958.000000 Penalty: 3450.111084
	Iteration 64Q: 3 clusters Score -5066958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -5066951.500000 Penalty: 3450.111084
	Iteration 65Q: 3 clusters Score -5066952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -5066954.500000 Penalty: 3450.111084
	Iteration 66Q: 3 clusters Score -5066954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -5066953.000000 Penalty: 3450.111084
	Iteration 67Q: 3 clusters Score -5066953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -5066961.000000 Penalty: 3450.111084
	Iteration 68Q: 3 clusters Score -5066961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -5066960.000000 Penalty: 3450.111084
	Iteration 69Q: 3 clusters Score -5066960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -5066962.000000 Penalty: 3450.111084
	Iteration 70Q: 3 clusters Score -5066962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -5066962.500000 Penalty: 3450.111084
	Iteration 71Q: 3 clusters Score -5066962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -5066960.500000 Penalty: 3450.111084
	Iteration 72Q: 3 clusters Score -5066960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -5066963.000000 Penalty: 3450.111084
	Iteration 73Q: 3 clusters Score -5066963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -5066967.000000 Penalty: 3450.111084
	Iteration 74Q: 3 clusters Score -5066967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -5066969.500000 Penalty: 3450.111084
	Iteration 75Q: 3 clusters Score -5066970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -5066971.000000 Penalty: 3450.111084
	Iteration 76Q: 3 clusters Score -5066971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -5066971.000000 Penalty: 3450.111084
	Iteration 77Q: 3 clusters Score -5066971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -5066971.000000 Penalty: 3450.111084
	Iteration 78Q: 3 clusters Score -5066971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -5066972.500000 Penalty: 3450.111084
	Iteration 79Q: 3 clusters Score -5066972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -5066974.000000 Penalty: 3450.111084
	Iteration 80F: 3 clusters Score -5066974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -5066976.500000 Penalty: 3450.111084
	Iteration 81Q: 3 clusters Score -5066976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -5066973.000000 Penalty: 3450.111084
	Iteration 82Q: 3 clusters Score -5066973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -5066975.500000 Penalty: 3450.111084
	Iteration 83Q: 3 clusters Score -5066976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -5066977.500000 Penalty: 3450.111084
	Iteration 84Q: 3 clusters Score -5066978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -5066984.500000 Penalty: 3450.111084
	Iteration 85Q: 3 clusters Score -5066984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -5066984.500000 Penalty: 3450.111084
	Iteration 86Q: 3 clusters Score -5066984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -5066990.500000 Penalty: 3450.111084
	Iteration 87Q: 3 clusters Score -5066990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -5066987.500000 Penalty: 3450.111084
	Iteration 88Q: 3 clusters Score -5066988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5066987.500000 Penalty: 3450.111084
	Iteration 89Q: 3 clusters Score -5066988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -5067000.500000 Penalty: 3450.111084
	Iteration 90Q: 3 clusters Score -5067000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -5066992.000000 Penalty: 3450.111084
	Iteration 91Q: 3 clusters Score -5066992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -5066999.000000 Penalty: 3450.111084
	Iteration 92Q: 3 clusters Score -5066999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -5066999.500000 Penalty: 3450.111084
	Iteration 93Q: 3 clusters Score -5067000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -5067000.500000 Penalty: 3450.111084
	Iteration 94Q: 3 clusters Score -5067000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -5067001.500000 Penalty: 3450.111084
	Iteration 95Q: 3 clusters Score -5067002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -5067000.500000 Penalty: 3450.111084
	Iteration 96Q: 3 clusters Score -5067000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -5067000.500000 Penalty: 3450.111084
	Iteration 97F: 3 clusters Score -5067000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -85163.476562 Penalty: 1064.318237
	Iteration 0F: 2 clusters Score -85163.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83912.554688 Penalty: 2128.636475
	Iteration 0F: 3 clusters Score -83912.55 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84099.226562 Penalty: 2128.636475
	Iteration 1F: 3 clusters Score -84099.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84138.546875 Penalty: 2128.636475
	Iteration 2F: 3 clusters Score -84138.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84164.859375 Penalty: 2128.636475
	Iteration 3Q: 3 clusters Score -84164.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84173.867188 Penalty: 2128.636475
	Iteration 4Q: 3 clusters Score -84173.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84176.796875 Penalty: 2128.636475
	Iteration 5Q: 3 clusters Score -84176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84177.265625 Penalty: 2128.636475
	Iteration 6Q: 3 clusters Score -84177.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84177.265625 Penalty: 2128.636475
	Iteration 7F: 3 clusters Score -84177.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Entering Unmasked Estep 
Score: -7782916.500000 Penalty: 1795.312500
	Iteration 0F: 2 clusters Score -7782916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -7742045.000000 Penalty: 3590.625000
	Iteration 0F: 3 clusters Score -7742045 nChanged 29601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -7758832.000000 Penalty: 3590.625000
	Iteration 1F: 3 clusters Score -7758832 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -7759209.000000 Penalty: 3590.625000
	Iteration 2Q: 3 clusters Score -7759209 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -7759635.000000 Penalty: 3590.625000
	Iteration 3Q: 3 clusters Score -7759635 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -7760148.500000 Penalty: 3590.625000
	Iteration 4Q: 3 clusters Score -7760148 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -7760714.000000 Penalty: 3590.625000
	Iteration 5Q: 3 clusters Score -7760714 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -7761590.500000 Penalty: 3590.625000
	Iteration 6Q: 3 clusters Score -7761590 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -7763011.000000 Penalty: 3590.625000
	Iteration 7Q: 3 clusters Score -7763011 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -7765516.500000 Penalty: 3590.625000
	Iteration 8F: 3 clusters Score -7765516 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -7769059.000000 Penalty: 3590.625000
	Iteration 9F: 3 clusters Score -7769059 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -7773104.500000 Penalty: 3590.625000
	Iteration 10F: 3 clusters Score -7773104 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -7776758.000000 Penalty: 3590.625000
	Iteration 11F: 3 clusters Score -7776758 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7779056.500000 Penalty: 3590.625000
	Iteration 12Q: 3 clusters Score -7779056 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61724 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7780325.500000 Penalty: 3590.625000
	Iteration 13Q: 3 clusters Score -7780326 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7780881.000000 Penalty: 3590.625000
	Iteration 14Q: 3 clusters Score -7780881 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7781068.500000 Penalty: 3590.625000
	Iteration 15Q: 3 clusters Score -7781068 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7781151.000000 Penalty: 3590.625000
	Iteration 16Q: 3 clusters Score -7781151 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7781205.500000 Penalty: 3590.625000
	Iteration 17Q: 3 clusters Score -7781206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7781233.500000 Penalty: 3590.625000
	Iteration 18Q: 3 clusters Score -7781234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7781260.500000 Penalty: 3590.625000
	Iteration 19Q: 3 clusters Score -7781260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7781268.500000 Penalty: 3590.625000
	Iteration 20F: 3 clusters Score -7781268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7781276.500000 Penalty: 3590.625000
	Iteration 21Q: 3 clusters Score -7781276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7781286.000000 Penalty: 3590.625000
	Iteration 22Q: 3 clusters Score -7781286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7781288.500000 Penalty: 3590.625000
	Iteration 23Q: 3 clusters Score -7781288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7781288.500000 Penalty: 3590.625000
	Iteration 24Q: 3 clusters Score -7781288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7781293.500000 Penalty: 3590.625000
	Iteration 25Q: 3 clusters Score -7781294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7781301.500000 Penalty: 3590.625000
	Iteration 26Q: 3 clusters Score -7781302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62612 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7781302.500000 Penalty: 3590.625000
	Iteration 27Q: 3 clusters Score -7781302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7781300.500000 Penalty: 3590.625000
	Iteration 28Q: 3 clusters Score -7781300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62614 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7781301.000000 Penalty: 3590.625000
	Iteration 29Q: 3 clusters Score -7781301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62614 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7781301.000000 Penalty: 3590.625000
	Iteration 30F: 3 clusters Score -7781301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Entering Unmasked Estep 
Score: -6725702.000000 Penalty: 1770.644897
	Iteration 0F: 2 clusters Score -6725702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -6689787.500000 Penalty: 3541.289795
	Iteration 0F: 3 clusters Score -6689788 nChanged 25473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -6704840.000000 Penalty: 3541.289795
	Iteration 1F: 3 clusters Score -6704840 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -6706058.500000 Penalty: 3541.289795
	Iteration 2Q: 3 clusters Score -6706058 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -6707965.000000 Penalty: 3541.289795
	Iteration 3F: 3 clusters Score -6707965 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -6710872.500000 Penalty: 3541.289795
	Iteration 4F: 3 clusters Score -6710872 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -6714780.500000 Penalty: 3541.289795
	Iteration 5F: 3 clusters Score -6714780 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -6718737.500000 Penalty: 3541.289795
	Iteration 6F: 3 clusters Score -6718738 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -6721411.000000 Penalty: 3541.289795
	Iteration 7F: 3 clusters Score -6721411 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -6722818.500000 Penalty: 3541.289795
	Iteration 8Q: 3 clusters Score -6722818 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -6723552.000000 Penalty: 3541.289795
	Iteration 9Q: 3 clusters Score -6723552 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -6723866.000000 Penalty: 3541.289795
	Iteration 10Q: 3 clusters Score -6723866 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -6724000.500000 Penalty: 3541.289795
	Iteration 11Q: 3 clusters Score -6724000 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -6724052.500000 Penalty: 3541.289795
	Iteration 12Q: 3 clusters Score -6724052 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -6724102.500000 Penalty: 3541.289795
	Iteration 13Q: 3 clusters Score -6724102 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -6724118.500000 Penalty: 3541.289795
	Iteration 14Q: 3 clusters Score -6724118 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -6724143.500000 Penalty: 3541.289795
	Iteration 15Q: 3 clusters Score -6724144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -6724158.500000 Penalty: 3541.289795
	Iteration 16Q: 3 clusters Score -6724158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -6724175.500000 Penalty: 3541.289795
	Iteration 17Q: 3 clusters Score -6724176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -6724180.000000 Penalty: 3541.289795
	Iteration 18Q: 3 clusters Score -6724180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -6724193.500000 Penalty: 3541.289795
	Iteration 19Q: 3 clusters Score -6724194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -6724218.000000 Penalty: 3541.289795
	Iteration 20F: 3 clusters Score -6724218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -6724226.000000 Penalty: 3541.289795
	Iteration 21Q: 3 clusters Score -6724226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -6724236.000000 Penalty: 3541.289795
	Iteration 22Q: 3 clusters Score -6724236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 53271 members 
Entering Unmasked Estep 
Score: -6724250.500000 Penalty: 3541.289795
	Iteration 23Q: 3 clusters Score -6724250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -6724254.500000 Penalty: 3541.289795
	Iteration 24Q: 3 clusters Score -6724254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -6724262.500000 Penalty: 3541.289795
	Iteration 25Q: 3 clusters Score -6724262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -6724252.500000 Penalty: 3541.289795
	Iteration 26Q: 3 clusters Score -6724252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -6724252.000000 Penalty: 3541.289795
	Iteration 27Q: 3 clusters Score -6724252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -6724255.500000 Penalty: 3541.289795
	Iteration 28Q: 3 clusters Score -6724256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -6724257.500000 Penalty: 3541.289795
	Iteration 29Q: 3 clusters Score -6724258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -6724263.000000 Penalty: 3541.289795
	Iteration 30Q: 3 clusters Score -6724263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -6724262.500000 Penalty: 3541.289795
	Iteration 31Q: 3 clusters Score -6724262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -6724263.500000 Penalty: 3541.289795
	Iteration 32Q: 3 clusters Score -6724264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -6724266.500000 Penalty: 3541.289795
	Iteration 33Q: 3 clusters Score -6724266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -6724266.500000 Penalty: 3541.289795
	Iteration 34F: 3 clusters Score -6724266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56095.136719 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56095.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55138.320312 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55138.32 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55241.695312 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55241.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55267.230469 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55267.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55278.519531 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55278.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55281.132812 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55281.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55281.132812 Penalty: 1890.561035
	Iteration 5F: 3 clusters Score -55281.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (58198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58198 members 
Entering Unmasked Estep 
Score: -7250978.500000 Penalty: 1782.885986
	Iteration 0F: 2 clusters Score -7250978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -7212483.000000 Penalty: 3565.771973
	Iteration 0F: 3 clusters Score -7212483 nChanged 27391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -7227732.500000 Penalty: 3565.771973
	Iteration 1F: 3 clusters Score -7227732 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -7228150.000000 Penalty: 3565.771973
	Iteration 2Q: 3 clusters Score -7228150 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -7228572.500000 Penalty: 3565.771973
	Iteration 3Q: 3 clusters Score -7228572 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -7229094.000000 Penalty: 3565.771973
	Iteration 4Q: 3 clusters Score -7229094 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -7229835.500000 Penalty: 3565.771973
	Iteration 5Q: 3 clusters Score -7229836 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -7231131.000000 Penalty: 3565.771973
	Iteration 6Q: 3 clusters Score -7231131 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -7233168.000000 Penalty: 3565.771973
	Iteration 7F: 3 clusters Score -7233168 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -7236655.500000 Penalty: 3565.771973
	Iteration 8F: 3 clusters Score -7236656 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -7240785.500000 Penalty: 3565.771973
	Iteration 9F: 3 clusters Score -7240786 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -7244591.000000 Penalty: 3565.771973
	Iteration 10F: 3 clusters Score -7244591 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -7247111.500000 Penalty: 3565.771973
	Iteration 11Q: 3 clusters Score -7247112 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7248470.000000 Penalty: 3565.771973
	Iteration 12Q: 3 clusters Score -7248470 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7249090.500000 Penalty: 3565.771973
	Iteration 13Q: 3 clusters Score -7249090 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7249427.500000 Penalty: 3565.771973
	Iteration 14Q: 3 clusters Score -7249428 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57409 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7249615.500000 Penalty: 3565.771973
	Iteration 15Q: 3 clusters Score -7249616 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7249722.000000 Penalty: 3565.771973
	Iteration 16Q: 3 clusters Score -7249722 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7249787.000000 Penalty: 3565.771973
	Iteration 17Q: 3 clusters Score -7249787 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7249838.500000 Penalty: 3565.771973
	Iteration 18Q: 3 clusters Score -7249838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7249881.500000 Penalty: 3565.771973
	Iteration 19Q: 3 clusters Score -7249882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7249905.500000 Penalty: 3565.771973
	Iteration 20F: 3 clusters Score -7249906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7249916.500000 Penalty: 3565.771973
	Iteration 21Q: 3 clusters Score -7249916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7249921.500000 Penalty: 3565.771973
	Iteration 22Q: 3 clusters Score -7249922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7249930.500000 Penalty: 3565.771973
	Iteration 23Q: 3 clusters Score -7249930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7249938.500000 Penalty: 3565.771973
	Iteration 24Q: 3 clusters Score -7249938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7249948.500000 Penalty: 3565.771973
	Iteration 25Q: 3 clusters Score -7249948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7249953.500000 Penalty: 3565.771973
	Iteration 26Q: 3 clusters Score -7249954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7249951.500000 Penalty: 3565.771973
	Iteration 27Q: 3 clusters Score -7249952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7249954.500000 Penalty: 3565.771973
	Iteration 28Q: 3 clusters Score -7249954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7249947.000000 Penalty: 3565.771973
	Iteration 29Q: 3 clusters Score -7249947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7249952.000000 Penalty: 3565.771973
	Iteration 30Q: 3 clusters Score -7249952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7249957.500000 Penalty: 3565.771973
	Iteration 31Q: 3 clusters Score -7249958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7249956.000000 Penalty: 3565.771973
	Iteration 32Q: 3 clusters Score -7249956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7249954.000000 Penalty: 3565.771973
	Iteration 33Q: 3 clusters Score -7249954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7249949.000000 Penalty: 3565.771973
	Iteration 34Q: 3 clusters Score -7249949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7249961.000000 Penalty: 3565.771973
	Iteration 35Q: 3 clusters Score -7249961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7249961.500000 Penalty: 3565.771973
	Iteration 36Q: 3 clusters Score -7249962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57677 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7249961.500000 Penalty: 3565.771973
	Iteration 37Q: 3 clusters Score -7249962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7249965.500000 Penalty: 3565.771973
	Iteration 38Q: 3 clusters Score -7249966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7249965.500000 Penalty: 3565.771973
	Iteration 39F: 3 clusters Score -7249966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 3348 members 
Mstep: Class 4 contains 28811 members 
Mstep: Class 5 contains 6290 members 
Mstep: Class 6 contains 35341 members 
Mstep: Class 7 contains 69488 members 
Mstep: Class 8 contains 70553 members 
Mstep: Class 9 contains 76802 members 
Mstep: Class 10 contains 44641 members 
Mstep: Class 11 contains 40771 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62823 members 
Mstep: Class 19 contains 53975 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584096.000000 Penalty: 34682.753906
Iteration 479Q: 17 clusters Score -7.55841e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68353 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 3348 members 
Mstep: Class 4 contains 28801 members 
Mstep: Class 5 contains 6286 members 
Mstep: Class 6 contains 35338 members 
Mstep: Class 7 contains 69486 members 
Mstep: Class 8 contains 70561 members 
Mstep: Class 9 contains 76817 members 
Mstep: Class 10 contains 44653 members 
Mstep: Class 11 contains 40772 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62819 members 
Mstep: Class 19 contains 54008 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584176.000000 Penalty: 34682.753906
Iteration 480F: 17 clusters Score -7.558418e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68290 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 3350 members 
Mstep: Class 4 contains 28792 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 35336 members 
Mstep: Class 7 contains 69494 members 
Mstep: Class 8 contains 70567 members 
Mstep: Class 9 contains 76827 members 
Mstep: Class 10 contains 44658 members 
Mstep: Class 11 contains 40769 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62826 members 
Mstep: Class 19 contains 54016 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584256.000000 Penalty: 34682.753906
Iteration 481Q: 17 clusters Score -7.558426e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 753 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 28783 members 
Mstep: Class 5 contains 6278 members 
Mstep: Class 6 contains 35344 members 
Mstep: Class 7 contains 69498 members 
Mstep: Class 8 contains 70581 members 
Mstep: Class 9 contains 76839 members 
Mstep: Class 10 contains 44659 members 
Mstep: Class 11 contains 40769 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62841 members 
Mstep: Class 19 contains 54033 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584240.000000 Penalty: 34682.753906
Iteration 482Q: 17 clusters Score -7.558424e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 68100 members 
Mstep: Class 2 contains 752 members 
Mstep: Class 3 contains 3354 members 
Mstep: Class 4 contains 28775 members 
Mstep: Class 5 contains 6277 members 
Mstep: Class 6 contains 35344 members 
Mstep: Class 7 contains 69512 members 
Mstep: Class 8 contains 70594 members 
Mstep: Class 9 contains 76849 members 
Mstep: Class 10 contains 44671 members 
Mstep: Class 11 contains 40770 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62845 members 
Mstep: Class 19 contains 54041 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584152.000000 Penalty: 34682.753906
Iteration 483Q: 17 clusters Score -7.558415e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 751 members 
Mstep: Class 3 contains 3355 members 
Mstep: Class 4 contains 28771 members 
Mstep: Class 5 contains 6275 members 
Mstep: Class 6 contains 35356 members 
Mstep: Class 7 contains 69519 members 
Mstep: Class 8 contains 70612 members 
Mstep: Class 9 contains 76860 members 
Mstep: Class 10 contains 44681 members 
Mstep: Class 11 contains 40766 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62854 members 
Mstep: Class 19 contains 54052 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584064.000000 Penalty: 34682.753906
Iteration 484Q: 17 clusters Score -7.558406e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 67896 members 
Mstep: Class 2 contains 751 members 
Mstep: Class 3 contains 3363 members 
Mstep: Class 4 contains 28761 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 35372 members 
Mstep: Class 7 contains 69538 members 
Mstep: Class 8 contains 70608 members 
Mstep: Class 9 contains 76868 members 
Mstep: Class 10 contains 44697 members 
Mstep: Class 11 contains 40763 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62855 members 
Mstep: Class 19 contains 54075 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75584056.000000 Penalty: 34682.753906
Iteration 485Q: 17 clusters Score -7.558406e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 67776 members 
Mstep: Class 2 contains 751 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 28759 members 
Mstep: Class 5 contains 6267 members 
Mstep: Class 6 contains 35391 members 
Mstep: Class 7 contains 69554 members 
Mstep: Class 8 contains 70600 members 
Mstep: Class 9 contains 76879 members 
Mstep: Class 10 contains 44702 members 
Mstep: Class 11 contains 40766 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62867 members 
Mstep: Class 19 contains 54097 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583960.000000 Penalty: 34682.753906
Iteration 486Q: 17 clusters Score -7.558396e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 67665 members 
Mstep: Class 2 contains 751 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 28753 members 
Mstep: Class 5 contains 6263 members 
Mstep: Class 6 contains 35399 members 
Mstep: Class 7 contains 69562 members 
Mstep: Class 8 contains 70608 members 
Mstep: Class 9 contains 76894 members 
Mstep: Class 10 contains 44711 members 
Mstep: Class 11 contains 40774 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62882 members 
Mstep: Class 19 contains 54110 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583840.000000 Penalty: 34682.753906
Iteration 487Q: 17 clusters Score -7.558384e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 67553 members 
Mstep: Class 2 contains 751 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 28741 members 
Mstep: Class 5 contains 6259 members 
Mstep: Class 6 contains 35408 members 
Mstep: Class 7 contains 69569 members 
Mstep: Class 8 contains 70622 members 
Mstep: Class 9 contains 76923 members 
Mstep: Class 10 contains 44724 members 
Mstep: Class 11 contains 40780 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62878 members 
Mstep: Class 19 contains 54130 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583760.000000 Penalty: 34682.753906
Iteration 488Q: 17 clusters Score -7.558376e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 750 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 28737 members 
Mstep: Class 5 contains 6256 members 
Mstep: Class 6 contains 35413 members 
Mstep: Class 7 contains 69577 members 
Mstep: Class 8 contains 70657 members 
Mstep: Class 9 contains 76935 members 
Mstep: Class 10 contains 44738 members 
Mstep: Class 11 contains 40782 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62889 members 
Mstep: Class 19 contains 54151 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583648.000000 Penalty: 34682.753906
Iteration 489Q: 17 clusters Score -7.558365e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 750 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 28741 members 
Mstep: Class 5 contains 6253 members 
Mstep: Class 6 contains 35422 members 
Mstep: Class 7 contains 69574 members 
Mstep: Class 8 contains 70693 members 
Mstep: Class 9 contains 76955 members 
Mstep: Class 10 contains 44757 members 
Mstep: Class 11 contains 40780 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62912 members 
Mstep: Class 19 contains 54166 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583624.000000 Penalty: 34682.753906
Iteration 490Q: 17 clusters Score -7.558362e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 750 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 28744 members 
Mstep: Class 5 contains 6251 members 
Mstep: Class 6 contains 35433 members 
Mstep: Class 7 contains 69580 members 
Mstep: Class 8 contains 70729 members 
Mstep: Class 9 contains 76972 members 
Mstep: Class 10 contains 44770 members 
Mstep: Class 11 contains 40790 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62937 members 
Mstep: Class 19 contains 54188 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583608.000000 Penalty: 34682.753906
Iteration 491Q: 17 clusters Score -7.558361e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 66919 members 
Mstep: Class 2 contains 750 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 28756 members 
Mstep: Class 5 contains 6248 members 
Mstep: Class 6 contains 35444 members 
Mstep: Class 7 contains 69584 members 
Mstep: Class 8 contains 70759 members 
Mstep: Class 9 contains 76982 members 
Mstep: Class 10 contains 44784 members 
Mstep: Class 11 contains 40787 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 62978 members 
Mstep: Class 19 contains 54211 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583696.000000 Penalty: 34682.753906
Iteration 492Q: 17 clusters Score -7.55837e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 750 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 28765 members 
Mstep: Class 5 contains 6247 members 
Mstep: Class 6 contains 35455 members 
Mstep: Class 7 contains 69586 members 
Mstep: Class 8 contains 70793 members 
Mstep: Class 9 contains 76991 members 
Mstep: Class 10 contains 44784 members 
Mstep: Class 11 contains 40791 members 
Mstep: Class 12 contains 699 members 
Mstep: Class 18 contains 63008 members 
Mstep: Class 19 contains 54237 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583696.000000 Penalty: 34682.753906
Iteration 493Q: 17 clusters Score -7.55837e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 66602 members 
Mstep: Class 2 contains 749 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 28774 members 
Mstep: Class 5 contains 6242 members 
Mstep: Class 6 contains 35462 members 
Mstep: Class 7 contains 69586 members 
Mstep: Class 8 contains 70828 members 
Mstep: Class 9 contains 76995 members 
Mstep: Class 10 contains 44785 members 
Mstep: Class 11 contains 40800 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 18 contains 63046 members 
Mstep: Class 19 contains 54263 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583808.000000 Penalty: 34682.753906
Iteration 494Q: 17 clusters Score -7.558381e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 749 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 28779 members 
Mstep: Class 5 contains 6235 members 
Mstep: Class 6 contains 35470 members 
Mstep: Class 7 contains 69592 members 
Mstep: Class 8 contains 70861 members 
Mstep: Class 9 contains 77006 members 
Mstep: Class 10 contains 44785 members 
Mstep: Class 11 contains 40806 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 18 contains 63086 members 
Mstep: Class 19 contains 54292 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583680.000000 Penalty: 34682.753906
Iteration 495Q: 17 clusters Score -7.558368e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 749 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 28779 members 
Mstep: Class 5 contains 6228 members 
Mstep: Class 6 contains 35469 members 
Mstep: Class 7 contains 69598 members 
Mstep: Class 8 contains 70887 members 
Mstep: Class 9 contains 77011 members 
Mstep: Class 10 contains 44787 members 
Mstep: Class 11 contains 40816 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 18 contains 63123 members 
Mstep: Class 19 contains 54316 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583640.000000 Penalty: 34682.753906
Iteration 496Q: 17 clusters Score -7.558364e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 66182 members 
Mstep: Class 2 contains 749 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 28784 members 
Mstep: Class 5 contains 6221 members 
Mstep: Class 6 contains 35473 members 
Mstep: Class 7 contains 69604 members 
Mstep: Class 8 contains 70919 members 
Mstep: Class 9 contains 77008 members 
Mstep: Class 10 contains 44793 members 
Mstep: Class 11 contains 40825 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 18 contains 63158 members 
Mstep: Class 19 contains 54332 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583680.000000 Penalty: 34682.753906
Iteration 497Q: 17 clusters Score -7.558368e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 749 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 28793 members 
Mstep: Class 5 contains 6210 members 
Mstep: Class 6 contains 35478 members 
Mstep: Class 7 contains 69611 members 
Mstep: Class 8 contains 70935 members 
Mstep: Class 9 contains 77018 members 
Mstep: Class 10 contains 44799 members 
Mstep: Class 11 contains 40834 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 18 contains 63187 members 
Mstep: Class 19 contains 54347 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583704.000000 Penalty: 34682.753906
Iteration 498Q: 17 clusters Score -7.55837e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 65952 members 
Mstep: Class 2 contains 749 members 
Mstep: Class 3 contains 3415 members 
Mstep: Class 4 contains 28792 members 
Mstep: Class 5 contains 6206 members 
Mstep: Class 6 contains 35486 members 
Mstep: Class 7 contains 69614 members 
Mstep: Class 8 contains 70952 members 
Mstep: Class 9 contains 77018 members 
Mstep: Class 10 contains 44807 members 
Mstep: Class 11 contains 40841 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 18 contains 63234 members 
Mstep: Class 19 contains 54357 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583680.000000 Penalty: 34682.753906
Iteration 499Q: 17 clusters Score -7.558368e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 750 members 
Mstep: Class 3 contains 3419 members 
Mstep: Class 4 contains 28789 members 
Mstep: Class 5 contains 6204 members 
Mstep: Class 6 contains 35486 members 
Mstep: Class 7 contains 69614 members 
Mstep: Class 8 contains 70954 members 
Mstep: Class 9 contains 77021 members 
Mstep: Class 10 contains 44808 members 
Mstep: Class 11 contains 40857 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 18 contains 63275 members 
Mstep: Class 19 contains 54373 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 22 contains 58806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75583632.000000 Penalty: 34682.753906
Iteration 500F: 17 clusters Score -7.558363e+07 nChanged 293
Maximum iterations exceeded
--- Evaluating fit on full set of 1863812 points ---
Entering Unmasked Estep 
Score: -228221984.000000 Penalty: 37539.148438
24->17 Clusters: Score -228221984.000000, best is -228212816.000000
THE BEST YET!

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 621270 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 25955 members 
Mstep: Class 3 contains 25910 members 
Mstep: Class 4 contains 26133 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 6 contains 25672 members 
Mstep: Class 7 contains 25975 members 
Mstep: Class 8 contains 26085 members 
Mstep: Class 9 contains 25778 members 
Mstep: Class 10 contains 25890 members 
Mstep: Class 11 contains 25965 members 
Mstep: Class 12 contains 25767 members 
Mstep: Class 13 contains 25638 members 
Mstep: Class 14 contains 25825 members 
Mstep: Class 15 contains 25859 members 
Mstep: Class 16 contains 26016 members 
Mstep: Class 17 contains 25864 members 
Mstep: Class 18 contains 25939 members 
Mstep: Class 19 contains 25881 members 
Mstep: Class 20 contains 26017 members 
Mstep: Class 21 contains 25798 members 
Mstep: Class 22 contains 25842 members 
Mstep: Class 23 contains 25960 members 
Mstep: Class 24 contains 25807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 485.862732 but Gain 2167.671875
Score: -73572464.000000 Penalty: 49856.460938
Iteration 0F: 24 clusters Score -7.357246e+07 nChanged 591735
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 50109 members 
Mstep: Class 3 contains 23801 members 
Mstep: Class 4 contains 19027 members 
Mstep: Class 5 contains 26807 members 
Mstep: Class 6 contains 13805 members 
Mstep: Class 7 contains 21942 members 
Mstep: Class 8 contains 34935 members 
Mstep: Class 9 contains 38437 members 
Mstep: Class 10 contains 31660 members 
Mstep: Class 11 contains 22351 members 
Mstep: Class 12 contains 29654 members 
Mstep: Class 13 contains 29419 members 
Mstep: Class 14 contains 37240 members 
Mstep: Class 15 contains 13082 members 
Mstep: Class 16 contains 17533 members 
Mstep: Class 17 contains 12060 members 
Mstep: Class 18 contains 25915 members 
Mstep: Class 19 contains 12248 members 
Mstep: Class 20 contains 44982 members 
Mstep: Class 22 contains 39399 members 
Mstep: Class 23 contains 28709 members 
Mstep: Class 24 contains 22830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74821488.000000 Penalty: 49856.460938
Iteration 1F: 24 clusters Score -7.482149e+07 nChanged 175070
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 59599 members 
Mstep: Class 3 contains 24560 members 
Mstep: Class 4 contains 16332 members 
Mstep: Class 5 contains 28805 members 
Mstep: Class 6 contains 11558 members 
Mstep: Class 7 contains 20631 members 
Mstep: Class 8 contains 37919 members 
Mstep: Class 9 contains 34035 members 
Mstep: Class 10 contains 34202 members 
Mstep: Class 11 contains 20789 members 
Mstep: Class 12 contains 32436 members 
Mstep: Class 13 contains 32948 members 
Mstep: Class 14 contains 39113 members 
Mstep: Class 15 contains 9013 members 
Mstep: Class 16 contains 13866 members 
Mstep: Class 17 contains 8983 members 
Mstep: Class 18 contains 28258 members 
Mstep: Class 19 contains 9084 members 
Mstep: Class 20 contains 42926 members 
Mstep: Class 22 contains 46598 members 
Mstep: Class 23 contains 23757 members 
Mstep: Class 24 contains 25421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -74961440.000000 Penalty: 49856.460938
Iteration 2F: 24 clusters Score -7.496144e+07 nChanged 120334
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 72126 members 
Mstep: Class 3 contains 24591 members 
Mstep: Class 4 contains 15040 members 
Mstep: Class 5 contains 29014 members 
Mstep: Class 6 contains 9332 members 
Mstep: Class 7 contains 18898 members 
Mstep: Class 8 contains 40160 members 
Mstep: Class 9 contains 30099 members 
Mstep: Class 10 contains 35033 members 
Mstep: Class 11 contains 18431 members 
Mstep: Class 12 contains 32362 members 
Mstep: Class 13 contains 32810 members 
Mstep: Class 14 contains 40100 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 10951 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 29375 members 
Mstep: Class 19 contains 6670 members 
Mstep: Class 20 contains 44556 members 
Mstep: Class 22 contains 51366 members 
Mstep: Class 23 contains 20852 members 
Mstep: Class 24 contains 26390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75052928.000000 Penalty: 49856.460938
Iteration 3F: 24 clusters Score -7.505293e+07 nChanged 102470
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 89011 members 
Mstep: Class 3 contains 24266 members 
Mstep: Class 4 contains 13758 members 
Mstep: Class 5 contains 28106 members 
Mstep: Class 6 contains 7523 members 
Mstep: Class 7 contains 16636 members 
Mstep: Class 8 contains 41652 members 
Mstep: Class 9 contains 26451 members 
Mstep: Class 10 contains 35166 members 
Mstep: Class 11 contains 15799 members 
Mstep: Class 12 contains 30583 members 
Mstep: Class 13 contains 30806 members 
Mstep: Class 14 contains 39562 members 
Mstep: Class 15 contains 4931 members 
Mstep: Class 16 contains 8215 members 
Mstep: Class 17 contains 6558 members 
Mstep: Class 18 contains 30149 members 
Mstep: Class 19 contains 4581 members 
Mstep: Class 20 contains 49713 members 
Mstep: Class 22 contains 55093 members 
Mstep: Class 23 contains 18420 members 
Mstep: Class 24 contains 26541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75129336.000000 Penalty: 49856.460938
Iteration 4F: 24 clusters Score -7.512934e+07 nChanged 93271
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 109741 members 
Mstep: Class 3 contains 23559 members 
Mstep: Class 4 contains 12221 members 
Mstep: Class 5 contains 26514 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 14201 members 
Mstep: Class 8 contains 42336 members 
Mstep: Class 9 contains 23155 members 
Mstep: Class 10 contains 34541 members 
Mstep: Class 11 contains 13108 members 
Mstep: Class 12 contains 27479 members 
Mstep: Class 13 contains 27818 members 
Mstep: Class 14 contains 37860 members 
Mstep: Class 15 contains 3560 members 
Mstep: Class 16 contains 5698 members 
Mstep: Class 17 contains 6349 members 
Mstep: Class 18 contains 30612 members 
Mstep: Class 19 contains 2991 members 
Mstep: Class 20 contains 57992 members 
Mstep: Class 22 contains 57697 members 
Mstep: Class 23 contains 15810 members 
Mstep: Class 24 contains 26039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1868.086670 but Gain 2167.671875
Score: -75186944.000000 Penalty: 47688.789062
Iteration 5F: 23 clusters Score -7.518694e+07 nChanged 93964
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 127640 members 
Mstep: Class 3 contains 22621 members 
Mstep: Class 4 contains 10654 members 
Mstep: Class 5 contains 24952 members 
Mstep: Class 6 contains 5330 members 
Mstep: Class 7 contains 11814 members 
Mstep: Class 8 contains 43448 members 
Mstep: Class 9 contains 20662 members 
Mstep: Class 10 contains 33785 members 
Mstep: Class 11 contains 10375 members 
Mstep: Class 12 contains 23813 members 
Mstep: Class 13 contains 25069 members 
Mstep: Class 14 contains 35561 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 16 contains 4038 members 
Mstep: Class 17 contains 6542 members 
Mstep: Class 18 contains 31159 members 
Mstep: Class 20 contains 68313 members 
Mstep: Class 22 contains 60610 members 
Mstep: Class 23 contains 12603 members 
Mstep: Class 24 contains 25925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75219280.000000 Penalty: 47688.789062
Iteration 6F: 23 clusters Score -7.521928e+07 nChanged 80810
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 123958 members 
Mstep: Class 3 contains 22732 members 
Mstep: Class 4 contains 9207 members 
Mstep: Class 5 contains 24296 members 
Mstep: Class 6 contains 4894 members 
Mstep: Class 7 contains 10261 members 
Mstep: Class 8 contains 45757 members 
Mstep: Class 9 contains 19022 members 
Mstep: Class 10 contains 34148 members 
Mstep: Class 11 contains 8265 members 
Mstep: Class 12 contains 20594 members 
Mstep: Class 13 contains 23819 members 
Mstep: Class 14 contains 34876 members 
Mstep: Class 15 contains 2461 members 
Mstep: Class 16 contains 3078 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 33323 members 
Mstep: Class 20 contains 80601 members 
Mstep: Class 22 contains 64894 members 
Mstep: Class 23 contains 9747 members 
Mstep: Class 24 contains 27024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75260248.000000 Penalty: 47688.789062
Iteration 7F: 23 clusters Score -7.526025e+07 nChanged 68701
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 114816 members 
Mstep: Class 3 contains 23248 members 
Mstep: Class 4 contains 7767 members 
Mstep: Class 5 contains 23820 members 
Mstep: Class 6 contains 4666 members 
Mstep: Class 7 contains 9254 members 
Mstep: Class 8 contains 48172 members 
Mstep: Class 9 contains 18219 members 
Mstep: Class 10 contains 34864 members 
Mstep: Class 11 contains 6528 members 
Mstep: Class 12 contains 17613 members 
Mstep: Class 13 contains 23091 members 
Mstep: Class 14 contains 34882 members 
Mstep: Class 15 contains 2244 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 7807 members 
Mstep: Class 18 contains 36029 members 
Mstep: Class 20 contains 91320 members 
Mstep: Class 22 contains 69604 members 
Mstep: Class 23 contains 7522 members 
Mstep: Class 24 contains 28302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1964.166992 but Gain 2167.671875
Score: -75304104.000000 Penalty: 45521.117188
Iteration 8F: 22 clusters Score -7.53041e+07 nChanged 63089
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 106526 members 
Mstep: Class 3 contains 23908 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 23351 members 
Mstep: Class 6 contains 4497 members 
Mstep: Class 7 contains 8565 members 
Mstep: Class 8 contains 51037 members 
Mstep: Class 9 contains 17923 members 
Mstep: Class 10 contains 35582 members 
Mstep: Class 11 contains 5030 members 
Mstep: Class 12 contains 14697 members 
Mstep: Class 13 contains 22856 members 
Mstep: Class 14 contains 35162 members 
Mstep: Class 15 contains 2072 members 
Mstep: Class 17 contains 8441 members 
Mstep: Class 18 contains 38684 members 
Mstep: Class 20 contains 98785 members 
Mstep: Class 22 contains 74972 members 
Mstep: Class 23 contains 5968 members 
Mstep: Class 24 contains 29295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75341488.000000 Penalty: 45521.117188
Iteration 9F: 22 clusters Score -7.534149e+07 nChanged 55385
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 98432 members 
Mstep: Class 3 contains 24219 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 22752 members 
Mstep: Class 6 contains 4360 members 
Mstep: Class 7 contains 8132 members 
Mstep: Class 8 contains 54091 members 
Mstep: Class 9 contains 17968 members 
Mstep: Class 10 contains 36255 members 
Mstep: Class 11 contains 3725 members 
Mstep: Class 12 contains 11930 members 
Mstep: Class 13 contains 22826 members 
Mstep: Class 14 contains 34922 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 17 contains 8891 members 
Mstep: Class 18 contains 40770 members 
Mstep: Class 20 contains 102207 members 
Mstep: Class 22 contains 81305 members 
Mstep: Class 23 contains 4832 members 
Mstep: Class 24 contains 30242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75372304.000000 Penalty: 45521.117188
Iteration 10F: 22 clusters Score -7.53723e+07 nChanged 49428
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 92994 members 
Mstep: Class 3 contains 24286 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 22181 members 
Mstep: Class 6 contains 4198 members 
Mstep: Class 7 contains 8000 members 
Mstep: Class 8 contains 57624 members 
Mstep: Class 9 contains 18144 members 
Mstep: Class 10 contains 36806 members 
Mstep: Class 11 contains 2719 members 
Mstep: Class 12 contains 9452 members 
Mstep: Class 13 contains 22769 members 
Mstep: Class 14 contains 34127 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 17 contains 9155 members 
Mstep: Class 18 contains 42269 members 
Mstep: Class 20 contains 102792 members 
Mstep: Class 22 contains 87663 members 
Mstep: Class 23 contains 4043 members 
Mstep: Class 24 contains 30864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2056.296875 but Gain 2167.671875
Score: -75393616.000000 Penalty: 43353.445312
Iteration 11F: 21 clusters Score -7.539362e+07 nChanged 45984
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 89112 members 
Mstep: Class 3 contains 24265 members 
Mstep: Class 4 contains 3645 members 
Mstep: Class 5 contains 21892 members 
Mstep: Class 6 contains 4060 members 
Mstep: Class 7 contains 8107 members 
Mstep: Class 8 contains 62060 members 
Mstep: Class 9 contains 18328 members 
Mstep: Class 10 contains 37806 members 
Mstep: Class 12 contains 7479 members 
Mstep: Class 13 contains 23207 members 
Mstep: Class 14 contains 33055 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 17 contains 9355 members 
Mstep: Class 18 contains 43339 members 
Mstep: Class 20 contains 101796 members 
Mstep: Class 22 contains 93011 members 
Mstep: Class 23 contains 3449 members 
Mstep: Class 24 contains 31553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75414664.000000 Penalty: 43353.445312
Iteration 12F: 21 clusters Score -7.541466e+07 nChanged 40121
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 84666 members 
Mstep: Class 3 contains 24058 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 21124 members 
Mstep: Class 6 contains 3903 members 
Mstep: Class 7 contains 8405 members 
Mstep: Class 8 contains 66784 members 
Mstep: Class 9 contains 18443 members 
Mstep: Class 10 contains 38619 members 
Mstep: Class 12 contains 5778 members 
Mstep: Class 13 contains 23377 members 
Mstep: Class 14 contains 31775 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 43690 members 
Mstep: Class 20 contains 99703 members 
Mstep: Class 22 contains 98772 members 
Mstep: Class 23 contains 3064 members 
Mstep: Class 24 contains 31855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75427832.000000 Penalty: 43353.445312
Iteration 13F: 21 clusters Score -7.542783e+07 nChanged 39271
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 79309 members 
Mstep: Class 3 contains 23836 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 20027 members 
Mstep: Class 6 contains 3767 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 71947 members 
Mstep: Class 9 contains 18523 members 
Mstep: Class 10 contains 39463 members 
Mstep: Class 12 contains 4508 members 
Mstep: Class 13 contains 23750 members 
Mstep: Class 14 contains 30573 members 
Mstep: Class 15 contains 1558 members 
Mstep: Class 17 contains 8986 members 
Mstep: Class 18 contains 43388 members 
Mstep: Class 20 contains 97278 members 
Mstep: Class 22 contains 105170 members 
Mstep: Class 23 contains 2838 members 
Mstep: Class 24 contains 32020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75435072.000000 Penalty: 43353.445312
Iteration 14F: 21 clusters Score -7.543507e+07 nChanged 38664
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 74289 members 
Mstep: Class 3 contains 23730 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 19060 members 
Mstep: Class 6 contains 3584 members 
Mstep: Class 7 contains 9787 members 
Mstep: Class 8 contains 77888 members 
Mstep: Class 9 contains 18576 members 
Mstep: Class 10 contains 40502 members 
Mstep: Class 12 contains 3636 members 
Mstep: Class 13 contains 24420 members 
Mstep: Class 14 contains 29646 members 
Mstep: Class 15 contains 1489 members 
Mstep: Class 17 contains 8665 members 
Mstep: Class 18 contains 42728 members 
Mstep: Class 20 contains 95154 members 
Mstep: Class 22 contains 108649 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 32055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2140.817383 but Gain 2167.671875
Score: -75438912.000000 Penalty: 41185.773438
Iteration 15F: 20 clusters Score -7.543891e+07 nChanged 36215
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 71071 members 
Mstep: Class 3 contains 24021 members 
Mstep: Class 5 contains 18425 members 
Mstep: Class 6 contains 3397 members 
Mstep: Class 7 contains 10925 members 
Mstep: Class 8 contains 84813 members 
Mstep: Class 9 contains 18679 members 
Mstep: Class 10 contains 42159 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 25606 members 
Mstep: Class 14 contains 29172 members 
Mstep: Class 15 contains 1451 members 
Mstep: Class 17 contains 8194 members 
Mstep: Class 18 contains 42550 members 
Mstep: Class 20 contains 93308 members 
Mstep: Class 22 contains 107277 members 
Mstep: Class 23 contains 2957 members 
Mstep: Class 24 contains 32143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75450224.000000 Penalty: 41185.773438
Iteration 16F: 20 clusters Score -7.545022e+07 nChanged 30243
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 69439 members 
Mstep: Class 3 contains 24488 members 
Mstep: Class 5 contains 18017 members 
Mstep: Class 6 contains 3192 members 
Mstep: Class 7 contains 12505 members 
Mstep: Class 8 contains 91365 members 
Mstep: Class 9 contains 18756 members 
Mstep: Class 10 contains 43934 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 26810 members 
Mstep: Class 14 contains 28435 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 17 contains 7633 members 
Mstep: Class 18 contains 42450 members 
Mstep: Class 20 contains 91375 members 
Mstep: Class 22 contains 102157 members 
Mstep: Class 23 contains 2969 members 
Mstep: Class 24 contains 31913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2113.806885 but Gain 2167.671875
Score: -75463712.000000 Penalty: 39018.101562
Iteration 17Q: 19 clusters Score -7.546371e+07 nChanged 29839
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 68351 members 
Mstep: Class 3 contains 24861 members 
Mstep: Class 5 contains 17548 members 
Mstep: Class 6 contains 2953 members 
Mstep: Class 7 contains 14364 members 
Mstep: Class 8 contains 99812 members 
Mstep: Class 9 contains 18875 members 
Mstep: Class 10 contains 46022 members 
Mstep: Class 12 contains 2163 members 
Mstep: Class 13 contains 27891 members 
Mstep: Class 14 contains 27765 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 17 contains 7009 members 
Mstep: Class 18 contains 42387 members 
Mstep: Class 20 contains 88660 members 
Mstep: Class 22 contains 96618 members 
Mstep: Class 23 contains 2973 members 
Mstep: Class 24 contains 31610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75477872.000000 Penalty: 39018.101562
Iteration 18Q: 19 clusters Score -7.547787e+07 nChanged 32293
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 66530 members 
Mstep: Class 3 contains 24990 members 
Mstep: Class 5 contains 16870 members 
Mstep: Class 6 contains 2684 members 
Mstep: Class 7 contains 16364 members 
Mstep: Class 8 contains 110434 members 
Mstep: Class 9 contains 18999 members 
Mstep: Class 10 contains 47910 members 
Mstep: Class 12 contains 1839 members 
Mstep: Class 13 contains 28931 members 
Mstep: Class 14 contains 27094 members 
Mstep: Class 15 contains 1425 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 42066 members 
Mstep: Class 20 contains 83655 members 
Mstep: Class 22 contains 91087 members 
Mstep: Class 23 contains 2994 members 
Mstep: Class 24 contains 30979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1954.640747 but Gain 2167.671875
Score: -75477552.000000 Penalty: 36850.429688
Iteration 19F: 18 clusters Score -7.547755e+07 nChanged 36780
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 64790 members 
Mstep: Class 3 contains 25413 members 
Mstep: Class 5 contains 16293 members 
Mstep: Class 6 contains 2425 members 
Mstep: Class 7 contains 18465 members 
Mstep: Class 8 contains 117252 members 
Mstep: Class 9 contains 19116 members 
Mstep: Class 10 contains 50212 members 
Mstep: Class 13 contains 30611 members 
Mstep: Class 14 contains 26844 members 
Mstep: Class 15 contains 1525 members 
Mstep: Class 17 contains 5865 members 
Mstep: Class 18 contains 42003 members 
Mstep: Class 20 contains 79538 members 
Mstep: Class 22 contains 87228 members 
Mstep: Class 23 contains 3110 members 
Mstep: Class 24 contains 30566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75474104.000000 Penalty: 36850.429688
Iteration 20F: 18 clusters Score -7.54741e+07 nChanged 29470
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 64405 members 
Mstep: Class 3 contains 26410 members 
Mstep: Class 5 contains 15824 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 7 contains 20667 members 
Mstep: Class 8 contains 115735 members 
Mstep: Class 9 contains 19220 members 
Mstep: Class 10 contains 52528 members 
Mstep: Class 13 contains 32386 members 
Mstep: Class 14 contains 26528 members 
Mstep: Class 15 contains 1677 members 
Mstep: Class 17 contains 5282 members 
Mstep: Class 18 contains 42303 members 
Mstep: Class 20 contains 78398 members 
Mstep: Class 22 contains 84532 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 29973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75479032.000000 Penalty: 36850.429688
Iteration 21Q: 18 clusters Score -7.547903e+07 nChanged 23621
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 64580 members 
Mstep: Class 3 contains 27533 members 
Mstep: Class 5 contains 15491 members 
Mstep: Class 6 contains 1982 members 
Mstep: Class 7 contains 22714 members 
Mstep: Class 8 contains 111913 members 
Mstep: Class 9 contains 19346 members 
Mstep: Class 10 contains 54905 members 
Mstep: Class 13 contains 34227 members 
Mstep: Class 14 contains 26261 members 
Mstep: Class 15 contains 1864 members 
Mstep: Class 17 contains 4669 members 
Mstep: Class 18 contains 42769 members 
Mstep: Class 20 contains 77791 members 
Mstep: Class 22 contains 82714 members 
Mstep: Class 23 contains 3246 members 
Mstep: Class 24 contains 29251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75486864.000000 Penalty: 36850.429688
Iteration 22Q: 18 clusters Score -7.548686e+07 nChanged 20430
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 65049 members 
Mstep: Class 3 contains 28683 members 
Mstep: Class 5 contains 15314 members 
Mstep: Class 6 contains 1798 members 
Mstep: Class 7 contains 24438 members 
Mstep: Class 8 contains 108273 members 
Mstep: Class 9 contains 19473 members 
Mstep: Class 10 contains 57110 members 
Mstep: Class 13 contains 36149 members 
Mstep: Class 14 contains 25882 members 
Mstep: Class 15 contains 2024 members 
Mstep: Class 17 contains 4140 members 
Mstep: Class 18 contains 43253 members 
Mstep: Class 20 contains 77069 members 
Mstep: Class 22 contains 80964 members 
Mstep: Class 23 contains 3278 members 
Mstep: Class 24 contains 28359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75495200.000000 Penalty: 36850.429688
Iteration 23Q: 18 clusters Score -7.54952e+07 nChanged 18757
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 65587 members 
Mstep: Class 3 contains 29771 members 
Mstep: Class 5 contains 15385 members 
Mstep: Class 6 contains 1635 members 
Mstep: Class 7 contains 26006 members 
Mstep: Class 8 contains 105348 members 
Mstep: Class 9 contains 19561 members 
Mstep: Class 10 contains 59038 members 
Mstep: Class 13 contains 38032 members 
Mstep: Class 14 contains 25396 members 
Mstep: Class 15 contains 2148 members 
Mstep: Class 17 contains 3645 members 
Mstep: Class 18 contains 43697 members 
Mstep: Class 20 contains 76135 members 
Mstep: Class 22 contains 79191 members 
Mstep: Class 23 contains 3283 members 
Mstep: Class 24 contains 27398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2050.207275 but Gain 2167.675781
Score: -75502032.000000 Penalty: 34682.753906
Iteration 24Q: 17 clusters Score -7.550203e+07 nChanged 18856
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 66202 members 
Mstep: Class 3 contains 30829 members 
Mstep: Class 5 contains 15725 members 
Mstep: Class 7 contains 27650 members 
Mstep: Class 8 contains 102978 members 
Mstep: Class 9 contains 19663 members 
Mstep: Class 10 contains 60762 members 
Mstep: Class 13 contains 40434 members 
Mstep: Class 14 contains 25205 members 
Mstep: Class 15 contains 2252 members 
Mstep: Class 17 contains 3201 members 
Mstep: Class 18 contains 44116 members 
Mstep: Class 20 contains 75114 members 
Mstep: Class 22 contains 77475 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 26399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75509792.000000 Penalty: 34682.753906
Iteration 25Q: 17 clusters Score -7.550979e+07 nChanged 16706
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 66731 members 
Mstep: Class 3 contains 31856 members 
Mstep: Class 5 contains 16299 members 
Mstep: Class 7 contains 28868 members 
Mstep: Class 8 contains 100871 members 
Mstep: Class 9 contains 19751 members 
Mstep: Class 10 contains 62203 members 
Mstep: Class 13 contains 42395 members 
Mstep: Class 14 contains 24575 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 17 contains 2823 members 
Mstep: Class 18 contains 44217 members 
Mstep: Class 20 contains 74049 members 
Mstep: Class 22 contains 75792 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 25293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75514616.000000 Penalty: 34682.753906
Iteration 26Q: 17 clusters Score -7.551462e+07 nChanged 15490
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 67249 members 
Mstep: Class 3 contains 32777 members 
Mstep: Class 5 contains 17103 members 
Mstep: Class 7 contains 29899 members 
Mstep: Class 8 contains 99116 members 
Mstep: Class 9 contains 19845 members 
Mstep: Class 10 contains 63438 members 
Mstep: Class 13 contains 44302 members 
Mstep: Class 14 contains 23968 members 
Mstep: Class 15 contains 2414 members 
Mstep: Class 17 contains 2491 members 
Mstep: Class 18 contains 44138 members 
Mstep: Class 20 contains 72890 members 
Mstep: Class 22 contains 74388 members 
Mstep: Class 23 contains 3099 members 
Mstep: Class 24 contains 24139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75518560.000000 Penalty: 34682.753906
Iteration 27Q: 17 clusters Score -7.551856e+07 nChanged 14830
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 67696 members 
Mstep: Class 3 contains 33680 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 7 contains 30855 members 
Mstep: Class 8 contains 97544 members 
Mstep: Class 9 contains 19952 members 
Mstep: Class 10 contains 64481 members 
Mstep: Class 13 contains 46140 members 
Mstep: Class 14 contains 23370 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 43962 members 
Mstep: Class 20 contains 71718 members 
Mstep: Class 22 contains 73277 members 
Mstep: Class 23 contains 2968 members 
Mstep: Class 24 contains 22861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75521912.000000 Penalty: 34682.753906
Iteration 28Q: 17 clusters Score -7.552191e+07 nChanged 14299
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 68102 members 
Mstep: Class 3 contains 34549 members 
Mstep: Class 5 contains 19024 members 
Mstep: Class 7 contains 31667 members 
Mstep: Class 8 contains 96041 members 
Mstep: Class 9 contains 20026 members 
Mstep: Class 10 contains 65358 members 
Mstep: Class 13 contains 47992 members 
Mstep: Class 14 contains 22710 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 17 contains 1983 members 
Mstep: Class 18 contains 43763 members 
Mstep: Class 20 contains 70678 members 
Mstep: Class 22 contains 72378 members 
Mstep: Class 23 contains 2862 members 
Mstep: Class 24 contains 21562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75525280.000000 Penalty: 34682.753906
Iteration 29Q: 17 clusters Score -7.552528e+07 nChanged 13946
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 68432 members 
Mstep: Class 3 contains 35341 members 
Mstep: Class 5 contains 20083 members 
Mstep: Class 7 contains 32404 members 
Mstep: Class 8 contains 94720 members 
Mstep: Class 9 contains 20083 members 
Mstep: Class 10 contains 66040 members 
Mstep: Class 13 contains 49712 members 
Mstep: Class 14 contains 22062 members 
Mstep: Class 15 contains 2653 members 
Mstep: Class 17 contains 1802 members 
Mstep: Class 18 contains 43493 members 
Mstep: Class 20 contains 69600 members 
Mstep: Class 22 contains 71821 members 
Mstep: Class 23 contains 2764 members 
Mstep: Class 24 contains 20246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75528688.000000 Penalty: 34682.753906
Iteration 30Q: 17 clusters Score -7.552869e+07 nChanged 13572
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 68787 members 
Mstep: Class 3 contains 36097 members 
Mstep: Class 5 contains 21169 members 
Mstep: Class 7 contains 33072 members 
Mstep: Class 8 contains 93448 members 
Mstep: Class 9 contains 20138 members 
Mstep: Class 10 contains 66540 members 
Mstep: Class 13 contains 51405 members 
Mstep: Class 14 contains 21418 members 
Mstep: Class 15 contains 2737 members 
Mstep: Class 17 contains 1641 members 
Mstep: Class 18 contains 43179 members 
Mstep: Class 20 contains 68722 members 
Mstep: Class 22 contains 71347 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 18891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75530672.000000 Penalty: 34682.753906
Iteration 31Q: 17 clusters Score -7.553067e+07 nChanged 13539
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 68965 members 
Mstep: Class 3 contains 36783 members 
Mstep: Class 5 contains 22240 members 
Mstep: Class 7 contains 33652 members 
Mstep: Class 8 contains 92326 members 
Mstep: Class 9 contains 20154 members 
Mstep: Class 10 contains 66917 members 
Mstep: Class 13 contains 53063 members 
Mstep: Class 14 contains 20764 members 
Mstep: Class 15 contains 2820 members 
Mstep: Class 17 contains 1515 members 
Mstep: Class 18 contains 42893 members 
Mstep: Class 20 contains 67842 members 
Mstep: Class 22 contains 71198 members 
Mstep: Class 23 contains 2571 members 
Mstep: Class 24 contains 17553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75533560.000000 Penalty: 34682.753906
Iteration 32Q: 17 clusters Score -7.553356e+07 nChanged 13373
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 69133 members 
Mstep: Class 3 contains 37509 members 
Mstep: Class 5 contains 23250 members 
Mstep: Class 7 contains 34186 members 
Mstep: Class 8 contains 91266 members 
Mstep: Class 9 contains 20158 members 
Mstep: Class 10 contains 67263 members 
Mstep: Class 13 contains 54632 members 
Mstep: Class 14 contains 20105 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 17 contains 1400 members 
Mstep: Class 18 contains 42580 members 
Mstep: Class 20 contains 67014 members 
Mstep: Class 22 contains 71227 members 
Mstep: Class 23 contains 2476 members 
Mstep: Class 24 contains 16206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75535888.000000 Penalty: 34682.753906
Iteration 33Q: 17 clusters Score -7.553589e+07 nChanged 13100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 69315 members 
Mstep: Class 3 contains 38219 members 
Mstep: Class 5 contains 24239 members 
Mstep: Class 7 contains 34679 members 
Mstep: Class 8 contains 90282 members 
Mstep: Class 9 contains 20142 members 
Mstep: Class 10 contains 67626 members 
Mstep: Class 13 contains 56033 members 
Mstep: Class 14 contains 19461 members 
Mstep: Class 15 contains 2867 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 42273 members 
Mstep: Class 20 contains 65973 members 
Mstep: Class 22 contains 71532 members 
Mstep: Class 23 contains 2362 members 
Mstep: Class 24 contains 14969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75538216.000000 Penalty: 34682.753906
Iteration 34Q: 17 clusters Score -7.553822e+07 nChanged 12730
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 69524 members 
Mstep: Class 3 contains 38883 members 
Mstep: Class 5 contains 25182 members 
Mstep: Class 7 contains 35162 members 
Mstep: Class 8 contains 89301 members 
Mstep: Class 9 contains 20083 members 
Mstep: Class 10 contains 67906 members 
Mstep: Class 13 contains 57393 members 
Mstep: Class 14 contains 18848 members 
Mstep: Class 15 contains 2875 members 
Mstep: Class 17 contains 1176 members 
Mstep: Class 18 contains 42042 members 
Mstep: Class 20 contains 64828 members 
Mstep: Class 22 contains 71954 members 
Mstep: Class 23 contains 2279 members 
Mstep: Class 24 contains 13820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75540472.000000 Penalty: 34682.753906
Iteration 35Q: 17 clusters Score -7.554047e+07 nChanged 12145
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 69770 members 
Mstep: Class 3 contains 39477 members 
Mstep: Class 5 contains 26053 members 
Mstep: Class 7 contains 35577 members 
Mstep: Class 8 contains 88238 members 
Mstep: Class 9 contains 20006 members 
Mstep: Class 10 contains 68220 members 
Mstep: Class 13 contains 58667 members 
Mstep: Class 14 contains 18301 members 
Mstep: Class 15 contains 2868 members 
Mstep: Class 17 contains 1093 members 
Mstep: Class 18 contains 41936 members 
Mstep: Class 20 contains 63667 members 
Mstep: Class 22 contains 72507 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 12686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75542224.000000 Penalty: 34682.753906
Iteration 36Q: 17 clusters Score -7.554222e+07 nChanged 11817
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 69897 members 
Mstep: Class 3 contains 40072 members 
Mstep: Class 5 contains 26876 members 
Mstep: Class 7 contains 35926 members 
Mstep: Class 8 contains 87168 members 
Mstep: Class 9 contains 19913 members 
Mstep: Class 10 contains 68587 members 
Mstep: Class 13 contains 59802 members 
Mstep: Class 14 contains 17768 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 17 contains 1034 members 
Mstep: Class 18 contains 41896 members 
Mstep: Class 20 contains 62518 members 
Mstep: Class 22 contains 73250 members 
Mstep: Class 23 contains 2081 members 
Mstep: Class 24 contains 11614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75543744.000000 Penalty: 34682.753906
Iteration 37Q: 17 clusters Score -7.554374e+07 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 70053 members 
Mstep: Class 3 contains 40613 members 
Mstep: Class 5 contains 27605 members 
Mstep: Class 7 contains 36182 members 
Mstep: Class 8 contains 86315 members 
Mstep: Class 9 contains 19776 members 
Mstep: Class 10 contains 68887 members 
Mstep: Class 13 contains 60807 members 
Mstep: Class 14 contains 17285 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 17 contains 986 members 
Mstep: Class 18 contains 41948 members 
Mstep: Class 20 contains 61282 members 
Mstep: Class 22 contains 74027 members 
Mstep: Class 23 contains 1992 members 
Mstep: Class 24 contains 10679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75545200.000000 Penalty: 34682.753906
Iteration 38Q: 17 clusters Score -7.55452e+07 nChanged 10345
Entering ConstructFrom: 
Score: -75545200.000000 Penalty: 34682.753906
Entering ConstructFrom: 
Trying to split cluster 2 (70136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Entering Unmasked Estep 
Score: -8708571.000000 Penalty: 1813.206177
	Iteration 0F: 2 clusters Score -8708571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -8662269.000000 Penalty: 3626.412354
	Iteration 0F: 3 clusters Score -8662269 nChanged 33358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -8681110.000000 Penalty: 3626.412354
	Iteration 1F: 3 clusters Score -8681110 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -8681519.000000 Penalty: 3626.412354
	Iteration 2Q: 3 clusters Score -8681519 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -8681971.000000 Penalty: 3626.412354
	Iteration 3Q: 3 clusters Score -8681971 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -8682494.000000 Penalty: 3626.412354
	Iteration 4Q: 3 clusters Score -8682494 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -8683318.000000 Penalty: 3626.412354
	Iteration 5Q: 3 clusters Score -8683318 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -8684596.000000 Penalty: 3626.412354
	Iteration 6Q: 3 clusters Score -8684596 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -8686707.000000 Penalty: 3626.412354
	Iteration 7Q: 3 clusters Score -8686707 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -8689743.000000 Penalty: 3626.412354
	Iteration 8F: 3 clusters Score -8689743 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -8693368.000000 Penalty: 3626.412354
	Iteration 9F: 3 clusters Score -8693368 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -8696568.000000 Penalty: 3626.412354
	Iteration 10F: 3 clusters Score -8696568 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -8698398.000000 Penalty: 3626.412354
	Iteration 11F: 3 clusters Score -8698398 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -8699180.000000 Penalty: 3626.412354
	Iteration 12Q: 3 clusters Score -8699180 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -8699466.000000 Penalty: 3626.412354
	Iteration 13Q: 3 clusters Score -8699466 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -8699668.000000 Penalty: 3626.412354
	Iteration 14Q: 3 clusters Score -8699668 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -8699808.000000 Penalty: 3626.412354
	Iteration 15Q: 3 clusters Score -8699808 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -8699989.000000 Penalty: 3626.412354
	Iteration 16Q: 3 clusters Score -8699989 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -8700146.000000 Penalty: 3626.412354
	Iteration 17Q: 3 clusters Score -8700146 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -8700291.000000 Penalty: 3626.412354
	Iteration 18Q: 3 clusters Score -8700291 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -8700456.000000 Penalty: 3626.412354
	Iteration 19Q: 3 clusters Score -8700456 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -8700590.000000 Penalty: 3626.412354
	Iteration 20F: 3 clusters Score -8700590 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -8700764.000000 Penalty: 3626.412354
	Iteration 21Q: 3 clusters Score -8700764 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -8700934.000000 Penalty: 3626.412354
	Iteration 22Q: 3 clusters Score -8700934 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -8701134.000000 Penalty: 3626.412354
	Iteration 23Q: 3 clusters Score -8701134 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -8701295.000000 Penalty: 3626.412354
	Iteration 24Q: 3 clusters Score -8701295 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -8701456.000000 Penalty: 3626.412354
	Iteration 25Q: 3 clusters Score -8701456 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -8701613.000000 Penalty: 3626.412354
	Iteration 26Q: 3 clusters Score -8701613 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -8701805.000000 Penalty: 3626.412354
	Iteration 27Q: 3 clusters Score -8701805 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 52862 members 
Entering Unmasked Estep 
Score: -8701985.000000 Penalty: 3626.412354
	Iteration 28Q: 3 clusters Score -8701985 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -8702164.000000 Penalty: 3626.412354
	Iteration 29Q: 3 clusters Score -8702164 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -8702347.000000 Penalty: 3626.412354
	Iteration 30Q: 3 clusters Score -8702347 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -8702523.000000 Penalty: 3626.412354
	Iteration 31Q: 3 clusters Score -8702523 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -8702652.000000 Penalty: 3626.412354
	Iteration 32Q: 3 clusters Score -8702652 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -8702830.000000 Penalty: 3626.412354
	Iteration 33Q: 3 clusters Score -8702830 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -8702937.000000 Penalty: 3626.412354
	Iteration 34Q: 3 clusters Score -8702937 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -8703100.000000 Penalty: 3626.412354
	Iteration 35Q: 3 clusters Score -8703100 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -8703295.000000 Penalty: 3626.412354
	Iteration 36Q: 3 clusters Score -8703295 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -8703513.000000 Penalty: 3626.412354
	Iteration 37Q: 3 clusters Score -8703513 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -8703719.000000 Penalty: 3626.412354
	Iteration 38Q: 3 clusters Score -8703719 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -8703854.000000 Penalty: 3626.412354
	Iteration 39Q: 3 clusters Score -8703854 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 60399 members 
Entering Unmasked Estep 
Score: -8703990.000000 Penalty: 3626.412354
	Iteration 40F: 3 clusters Score -8703990 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -8704179.000000 Penalty: 3626.412354
	Iteration 41Q: 3 clusters Score -8704179 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -8704319.000000 Penalty: 3626.412354
	Iteration 42Q: 3 clusters Score -8704319 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -8704453.000000 Penalty: 3626.412354
	Iteration 43Q: 3 clusters Score -8704453 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 62409 members 
Entering Unmasked Estep 
Score: -8704544.000000 Penalty: 3626.412354
	Iteration 44Q: 3 clusters Score -8704544 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -8704692.000000 Penalty: 3626.412354
	Iteration 45Q: 3 clusters Score -8704692 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 63279 members 
Entering Unmasked Estep 
Score: -8704822.000000 Penalty: 3626.412354
	Iteration 46Q: 3 clusters Score -8704822 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -8704958.000000 Penalty: 3626.412354
	Iteration 47Q: 3 clusters Score -8704958 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -8705061.000000 Penalty: 3626.412354
	Iteration 48Q: 3 clusters Score -8705061 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 64482 members 
Entering Unmasked Estep 
Score: -8705189.000000 Penalty: 3626.412354
	Iteration 49Q: 3 clusters Score -8705189 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 64840 members 
Entering Unmasked Estep 
Score: -8705312.000000 Penalty: 3626.412354
	Iteration 50Q: 3 clusters Score -8705312 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -8705446.000000 Penalty: 3626.412354
	Iteration 51Q: 3 clusters Score -8705446 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -8705603.000000 Penalty: 3626.412354
	Iteration 52Q: 3 clusters Score -8705603 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 65878 members 
Entering Unmasked Estep 
Score: -8705737.000000 Penalty: 3626.412354
	Iteration 53Q: 3 clusters Score -8705737 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 66199 members 
Entering Unmasked Estep 
Score: -8705858.000000 Penalty: 3626.412354
	Iteration 54Q: 3 clusters Score -8705858 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -8705971.000000 Penalty: 3626.412354
	Iteration 55Q: 3 clusters Score -8705971 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 66769 members 
Entering Unmasked Estep 
Score: -8706076.000000 Penalty: 3626.412354
	Iteration 56Q: 3 clusters Score -8706076 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 67023 members 
Entering Unmasked Estep 
Score: -8706174.000000 Penalty: 3626.412354
	Iteration 57Q: 3 clusters Score -8706174 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 67256 members 
Entering Unmasked Estep 
Score: -8706265.000000 Penalty: 3626.412354
	Iteration 58Q: 3 clusters Score -8706265 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 67455 members 
Entering Unmasked Estep 
Score: -8706367.000000 Penalty: 3626.412354
	Iteration 59Q: 3 clusters Score -8706367 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -8706445.000000 Penalty: 3626.412354
	Iteration 60F: 3 clusters Score -8706445 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -8706513.000000 Penalty: 3626.412354
	Iteration 61Q: 3 clusters Score -8706513 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
Score: -8706569.000000 Penalty: 3626.412354
	Iteration 62Q: 3 clusters Score -8706569 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 68120 members 
Entering Unmasked Estep 
Score: -8706659.000000 Penalty: 3626.412354
	Iteration 63Q: 3 clusters Score -8706659 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 68241 members 
Entering Unmasked Estep 
Score: -8706682.000000 Penalty: 3626.412354
	Iteration 64Q: 3 clusters Score -8706682 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 68367 members 
Entering Unmasked Estep 
Score: -8706726.000000 Penalty: 3626.412354
	Iteration 65Q: 3 clusters Score -8706726 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -8706768.000000 Penalty: 3626.412354
	Iteration 66Q: 3 clusters Score -8706768 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -8706807.000000 Penalty: 3626.412354
	Iteration 67Q: 3 clusters Score -8706807 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -8706833.000000 Penalty: 3626.412354
	Iteration 68Q: 3 clusters Score -8706833 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 68685 members 
Entering Unmasked Estep 
Score: -8706862.000000 Penalty: 3626.412354
	Iteration 69Q: 3 clusters Score -8706862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -8706884.000000 Penalty: 3626.412354
	Iteration 70Q: 3 clusters Score -8706884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -8706893.000000 Penalty: 3626.412354
	Iteration 71Q: 3 clusters Score -8706893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 68806 members 
Entering Unmasked Estep 
Score: -8706897.000000 Penalty: 3626.412354
	Iteration 72Q: 3 clusters Score -8706897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 68834 members 
Entering Unmasked Estep 
Score: -8706897.000000 Penalty: 3626.412354
	Iteration 73Q: 3 clusters Score -8706897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 68861 members 
Entering Unmasked Estep 
Score: -8706910.000000 Penalty: 3626.412354
	Iteration 74Q: 3 clusters Score -8706910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 68882 members 
Entering Unmasked Estep 
Score: -8706932.000000 Penalty: 3626.412354
	Iteration 75Q: 3 clusters Score -8706932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 68903 members 
Entering Unmasked Estep 
Score: -8706939.000000 Penalty: 3626.412354
	Iteration 76Q: 3 clusters Score -8706939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -8706938.000000 Penalty: 3626.412354
	Iteration 77Q: 3 clusters Score -8706938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -8706946.000000 Penalty: 3626.412354
	Iteration 78Q: 3 clusters Score -8706946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -8706949.000000 Penalty: 3626.412354
	Iteration 79Q: 3 clusters Score -8706949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -8706953.000000 Penalty: 3626.412354
	Iteration 80F: 3 clusters Score -8706953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -8706960.000000 Penalty: 3626.412354
	Iteration 81Q: 3 clusters Score -8706960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -8706973.000000 Penalty: 3626.412354
	Iteration 82Q: 3 clusters Score -8706973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 68974 members 
Entering Unmasked Estep 
Score: -8706985.000000 Penalty: 3626.412354
	Iteration 83Q: 3 clusters Score -8706985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -8706985.000000 Penalty: 3626.412354
	Iteration 84Q: 3 clusters Score -8706985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 68994 members 
Entering Unmasked Estep 
Score: -8707002.000000 Penalty: 3626.412354
	Iteration 85Q: 3 clusters Score -8707002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 69002 members 
Entering Unmasked Estep 
Score: -8706997.000000 Penalty: 3626.412354
	Iteration 86Q: 3 clusters Score -8706997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 69007 members 
Entering Unmasked Estep 
Score: -8706993.000000 Penalty: 3626.412354
	Iteration 87Q: 3 clusters Score -8706993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 69015 members 
Entering Unmasked Estep 
Score: -8706993.000000 Penalty: 3626.412354
	Iteration 88Q: 3 clusters Score -8706993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -8706990.000000 Penalty: 3626.412354
	Iteration 89Q: 3 clusters Score -8706990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 69023 members 
Entering Unmasked Estep 
Score: -8706991.000000 Penalty: 3626.412354
	Iteration 90Q: 3 clusters Score -8706991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 69027 members 
Entering Unmasked Estep 
Score: -8707002.000000 Penalty: 3626.412354
	Iteration 91Q: 3 clusters Score -8707002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -8707008.000000 Penalty: 3626.412354
	Iteration 92Q: 3 clusters Score -8707008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -8707006.000000 Penalty: 3626.412354
	Iteration 93Q: 3 clusters Score -8707006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 69046 members 
Entering Unmasked Estep 
Score: -8707013.000000 Penalty: 3626.412354
	Iteration 94Q: 3 clusters Score -8707013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -8707013.000000 Penalty: 3626.412354
	Iteration 95Q: 3 clusters Score -8707013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -8707007.000000 Penalty: 3626.412354
	Iteration 96Q: 3 clusters Score -8707007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -8707017.000000 Penalty: 3626.412354
	Iteration 97Q: 3 clusters Score -8707017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -8707020.000000 Penalty: 3626.412354
	Iteration 98Q: 3 clusters Score -8707020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 69075 members 
Entering Unmasked Estep 
Score: -8707027.000000 Penalty: 3626.412354
	Iteration 99Q: 3 clusters Score -8707027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 69078 members 
Entering Unmasked Estep 
Score: -8707028.000000 Penalty: 3626.412354
	Iteration 100F: 3 clusters Score -8707028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -8707026.000000 Penalty: 3626.412354
	Iteration 101Q: 3 clusters Score -8707026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 69088 members 
Entering Unmasked Estep 
Score: -8707027.000000 Penalty: 3626.412354
	Iteration 102Q: 3 clusters Score -8707027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 69089 members 
Entering Unmasked Estep 
Score: -8707026.000000 Penalty: 3626.412354
	Iteration 103Q: 3 clusters Score -8707026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 69088 members 
Entering Unmasked Estep 
Score: -8707027.000000 Penalty: 3626.412354
	Iteration 104Q: 3 clusters Score -8707027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 69088 members 
Entering Unmasked Estep 
Score: -8707027.000000 Penalty: 3626.412354
	Iteration 105F: 3 clusters Score -8707027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Entering Unmasked Estep 
Score: -5146253.000000 Penalty: 1726.436646
	Iteration 0F: 2 clusters Score -5146253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -5118778.500000 Penalty: 3452.873291
	Iteration 0F: 3 clusters Score -5118778 nChanged 19123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -5129468.500000 Penalty: 3452.873291
	Iteration 1F: 3 clusters Score -5129468 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -5129920.500000 Penalty: 3452.873291
	Iteration 2Q: 3 clusters Score -5129920 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -5130520.000000 Penalty: 3452.873291
	Iteration 3Q: 3 clusters Score -5130520 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -5131299.500000 Penalty: 3452.873291
	Iteration 4Q: 3 clusters Score -5131300 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -5132330.000000 Penalty: 3452.873291
	Iteration 5Q: 3 clusters Score -5132330 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -5133616.500000 Penalty: 3452.873291
	Iteration 6F: 3 clusters Score -5133616 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -5135237.500000 Penalty: 3452.873291
	Iteration 7F: 3 clusters Score -5135238 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -5136938.000000 Penalty: 3452.873291
	Iteration 8F: 3 clusters Score -5136938 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -5138514.500000 Penalty: 3452.873291
	Iteration 9F: 3 clusters Score -5138514 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -5139746.500000 Penalty: 3452.873291
	Iteration 10Q: 3 clusters Score -5139746 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -5140535.000000 Penalty: 3452.873291
	Iteration 11Q: 3 clusters Score -5140535 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -5141079.000000 Penalty: 3452.873291
	Iteration 12Q: 3 clusters Score -5141079 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -5141397.000000 Penalty: 3452.873291
	Iteration 13Q: 3 clusters Score -5141397 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -5141635.000000 Penalty: 3452.873291
	Iteration 14Q: 3 clusters Score -5141635 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -5141787.500000 Penalty: 3452.873291
	Iteration 15Q: 3 clusters Score -5141788 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -5141937.500000 Penalty: 3452.873291
	Iteration 16Q: 3 clusters Score -5141938 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -5142070.500000 Penalty: 3452.873291
	Iteration 17Q: 3 clusters Score -5142070 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -5142227.500000 Penalty: 3452.873291
	Iteration 18Q: 3 clusters Score -5142228 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -5142367.500000 Penalty: 3452.873291
	Iteration 19Q: 3 clusters Score -5142368 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -5142524.000000 Penalty: 3452.873291
	Iteration 20F: 3 clusters Score -5142524 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -5142678.000000 Penalty: 3452.873291
	Iteration 21Q: 3 clusters Score -5142678 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -5142828.000000 Penalty: 3452.873291
	Iteration 22Q: 3 clusters Score -5142828 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -5142963.000000 Penalty: 3452.873291
	Iteration 23Q: 3 clusters Score -5142963 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -5143114.500000 Penalty: 3452.873291
	Iteration 24Q: 3 clusters Score -5143114 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -5143233.000000 Penalty: 3452.873291
	Iteration 25Q: 3 clusters Score -5143233 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -5143373.500000 Penalty: 3452.873291
	Iteration 26Q: 3 clusters Score -5143374 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -5143501.500000 Penalty: 3452.873291
	Iteration 27Q: 3 clusters Score -5143502 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -5143615.500000 Penalty: 3452.873291
	Iteration 28Q: 3 clusters Score -5143616 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -5143730.000000 Penalty: 3452.873291
	Iteration 29Q: 3 clusters Score -5143730 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -5143821.500000 Penalty: 3452.873291
	Iteration 30Q: 3 clusters Score -5143822 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -5143911.500000 Penalty: 3452.873291
	Iteration 31Q: 3 clusters Score -5143912 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -5143999.000000 Penalty: 3452.873291
	Iteration 32Q: 3 clusters Score -5143999 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -5144070.000000 Penalty: 3452.873291
	Iteration 33Q: 3 clusters Score -5144070 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -5144136.500000 Penalty: 3452.873291
	Iteration 34Q: 3 clusters Score -5144136 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -5144189.000000 Penalty: 3452.873291
	Iteration 35Q: 3 clusters Score -5144189 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -5144240.000000 Penalty: 3452.873291
	Iteration 36Q: 3 clusters Score -5144240 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -5144277.500000 Penalty: 3452.873291
	Iteration 37Q: 3 clusters Score -5144278 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -5144320.000000 Penalty: 3452.873291
	Iteration 38Q: 3 clusters Score -5144320 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -5144362.000000 Penalty: 3452.873291
	Iteration 39Q: 3 clusters Score -5144362 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -5144392.000000 Penalty: 3452.873291
	Iteration 40F: 3 clusters Score -5144392 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -5144407.000000 Penalty: 3452.873291
	Iteration 41Q: 3 clusters Score -5144407 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -5144444.500000 Penalty: 3452.873291
	Iteration 42Q: 3 clusters Score -5144444 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -5144473.000000 Penalty: 3452.873291
	Iteration 43Q: 3 clusters Score -5144473 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -5144502.500000 Penalty: 3452.873291
	Iteration 44Q: 3 clusters Score -5144502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -5144518.000000 Penalty: 3452.873291
	Iteration 45Q: 3 clusters Score -5144518 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -5144533.000000 Penalty: 3452.873291
	Iteration 46Q: 3 clusters Score -5144533 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -5144545.500000 Penalty: 3452.873291
	Iteration 47Q: 3 clusters Score -5144546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -5144563.000000 Penalty: 3452.873291
	Iteration 48Q: 3 clusters Score -5144563 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -5144582.500000 Penalty: 3452.873291
	Iteration 49Q: 3 clusters Score -5144582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -5144589.500000 Penalty: 3452.873291
	Iteration 50Q: 3 clusters Score -5144590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -5144600.000000 Penalty: 3452.873291
	Iteration 51Q: 3 clusters Score -5144600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -5144612.500000 Penalty: 3452.873291
	Iteration 52Q: 3 clusters Score -5144612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -5144626.000000 Penalty: 3452.873291
	Iteration 53Q: 3 clusters Score -5144626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -5144634.000000 Penalty: 3452.873291
	Iteration 54Q: 3 clusters Score -5144634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -5144643.500000 Penalty: 3452.873291
	Iteration 55Q: 3 clusters Score -5144644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -5144638.000000 Penalty: 3452.873291
	Iteration 56Q: 3 clusters Score -5144638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -5144646.000000 Penalty: 3452.873291
	Iteration 57Q: 3 clusters Score -5144646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -5144642.500000 Penalty: 3452.873291
	Iteration 58Q: 3 clusters Score -5144642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -5144641.000000 Penalty: 3452.873291
	Iteration 59Q: 3 clusters Score -5144641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -5144643.000000 Penalty: 3452.873291
	Iteration 60F: 3 clusters Score -5144643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -5144649.500000 Penalty: 3452.873291
	Iteration 61Q: 3 clusters Score -5144650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -5144660.500000 Penalty: 3452.873291
	Iteration 62Q: 3 clusters Score -5144660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -5144665.500000 Penalty: 3452.873291
	Iteration 63Q: 3 clusters Score -5144666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -5144662.500000 Penalty: 3452.873291
	Iteration 64Q: 3 clusters Score -5144662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -5144663.500000 Penalty: 3452.873291
	Iteration 65Q: 3 clusters Score -5144664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -5144667.000000 Penalty: 3452.873291
	Iteration 66Q: 3 clusters Score -5144667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -5144671.000000 Penalty: 3452.873291
	Iteration 67Q: 3 clusters Score -5144671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -5144670.500000 Penalty: 3452.873291
	Iteration 68Q: 3 clusters Score -5144670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -5144679.500000 Penalty: 3452.873291
	Iteration 69Q: 3 clusters Score -5144680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -5144680.500000 Penalty: 3452.873291
	Iteration 70Q: 3 clusters Score -5144680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -5144679.000000 Penalty: 3452.873291
	Iteration 71Q: 3 clusters Score -5144679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -5144680.000000 Penalty: 3452.873291
	Iteration 72Q: 3 clusters Score -5144680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -5144679.500000 Penalty: 3452.873291
	Iteration 73Q: 3 clusters Score -5144680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -5144695.500000 Penalty: 3452.873291
	Iteration 74Q: 3 clusters Score -5144696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -5144695.500000 Penalty: 3452.873291
	Iteration 75Q: 3 clusters Score -5144696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -5144696.000000 Penalty: 3452.873291
	Iteration 76Q: 3 clusters Score -5144696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -5144696.500000 Penalty: 3452.873291
	Iteration 77Q: 3 clusters Score -5144696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -5144695.000000 Penalty: 3452.873291
	Iteration 78Q: 3 clusters Score -5144695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -5144695.500000 Penalty: 3452.873291
	Iteration 79Q: 3 clusters Score -5144696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -5144700.500000 Penalty: 3452.873291
	Iteration 80F: 3 clusters Score -5144700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -5144696.000000 Penalty: 3452.873291
	Iteration 81Q: 3 clusters Score -5144696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -5144700.500000 Penalty: 3452.873291
	Iteration 82Q: 3 clusters Score -5144700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -5144702.000000 Penalty: 3452.873291
	Iteration 83Q: 3 clusters Score -5144702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -5144702.000000 Penalty: 3452.873291
	Iteration 84F: 3 clusters Score -5144702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Entering Unmasked Estep 
Score: -3528568.000000 Penalty: 1665.759644
	Iteration 0F: 2 clusters Score -3528568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3509325.500000 Penalty: 3331.519287
	Iteration 0F: 3 clusters Score -3509326 nChanged 13046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3516729.000000 Penalty: 3331.519287
	Iteration 1F: 3 clusters Score -3516729 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3517088.750000 Penalty: 3331.519287
	Iteration 2Q: 3 clusters Score -3517089 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3517482.250000 Penalty: 3331.519287
	Iteration 3Q: 3 clusters Score -3517482 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -3517959.750000 Penalty: 3331.519287
	Iteration 4Q: 3 clusters Score -3517960 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -3518650.500000 Penalty: 3331.519287
	Iteration 5Q: 3 clusters Score -3518650 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3519671.750000 Penalty: 3331.519287
	Iteration 6F: 3 clusters Score -3519672 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3521015.500000 Penalty: 3331.519287
	Iteration 7F: 3 clusters Score -3521016 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -3522596.000000 Penalty: 3331.519287
	Iteration 8F: 3 clusters Score -3522596 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3524015.750000 Penalty: 3331.519287
	Iteration 9F: 3 clusters Score -3524016 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -3524995.250000 Penalty: 3331.519287
	Iteration 10Q: 3 clusters Score -3524995 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -3525527.750000 Penalty: 3331.519287
	Iteration 11Q: 3 clusters Score -3525528 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3525830.750000 Penalty: 3331.519287
	Iteration 12Q: 3 clusters Score -3525831 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3526065.000000 Penalty: 3331.519287
	Iteration 13Q: 3 clusters Score -3526065 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3526242.750000 Penalty: 3331.519287
	Iteration 14Q: 3 clusters Score -3526243 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3526394.750000 Penalty: 3331.519287
	Iteration 15Q: 3 clusters Score -3526395 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3526517.250000 Penalty: 3331.519287
	Iteration 16Q: 3 clusters Score -3526517 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3526620.250000 Penalty: 3331.519287
	Iteration 17Q: 3 clusters Score -3526620 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3526714.750000 Penalty: 3331.519287
	Iteration 18Q: 3 clusters Score -3526715 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3526813.250000 Penalty: 3331.519287
	Iteration 19Q: 3 clusters Score -3526813 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3526893.250000 Penalty: 3331.519287
	Iteration 20F: 3 clusters Score -3526893 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3526948.750000 Penalty: 3331.519287
	Iteration 21Q: 3 clusters Score -3526949 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3527001.250000 Penalty: 3331.519287
	Iteration 22Q: 3 clusters Score -3527001 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3527046.000000 Penalty: 3331.519287
	Iteration 23Q: 3 clusters Score -3527046 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3527081.000000 Penalty: 3331.519287
	Iteration 24Q: 3 clusters Score -3527081 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3527109.500000 Penalty: 3331.519287
	Iteration 25Q: 3 clusters Score -3527110 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3527144.000000 Penalty: 3331.519287
	Iteration 26Q: 3 clusters Score -3527144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3527169.000000 Penalty: 3331.519287
	Iteration 27Q: 3 clusters Score -3527169 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3527191.000000 Penalty: 3331.519287
	Iteration 28Q: 3 clusters Score -3527191 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3527210.750000 Penalty: 3331.519287
	Iteration 29Q: 3 clusters Score -3527211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3527227.000000 Penalty: 3331.519287
	Iteration 30Q: 3 clusters Score -3527227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3527242.750000 Penalty: 3331.519287
	Iteration 31Q: 3 clusters Score -3527243 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3527251.250000 Penalty: 3331.519287
	Iteration 32Q: 3 clusters Score -3527251 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3527273.250000 Penalty: 3331.519287
	Iteration 33Q: 3 clusters Score -3527273 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3527278.000000 Penalty: 3331.519287
	Iteration 34Q: 3 clusters Score -3527278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3527292.500000 Penalty: 3331.519287
	Iteration 35Q: 3 clusters Score -3527292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3527297.500000 Penalty: 3331.519287
	Iteration 36Q: 3 clusters Score -3527298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3527303.500000 Penalty: 3331.519287
	Iteration 37Q: 3 clusters Score -3527304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3527312.750000 Penalty: 3331.519287
	Iteration 38Q: 3 clusters Score -3527313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3527316.500000 Penalty: 3331.519287
	Iteration 39Q: 3 clusters Score -3527316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3527324.750000 Penalty: 3331.519287
	Iteration 40F: 3 clusters Score -3527325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3527330.500000 Penalty: 3331.519287
	Iteration 41Q: 3 clusters Score -3527330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3527335.500000 Penalty: 3331.519287
	Iteration 42Q: 3 clusters Score -3527336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3527333.000000 Penalty: 3331.519287
	Iteration 43Q: 3 clusters Score -3527333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3527336.500000 Penalty: 3331.519287
	Iteration 44Q: 3 clusters Score -3527336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3527336.250000 Penalty: 3331.519287
	Iteration 45Q: 3 clusters Score -3527336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3527333.750000 Penalty: 3331.519287
	Iteration 46Q: 3 clusters Score -3527334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3527339.250000 Penalty: 3331.519287
	Iteration 47Q: 3 clusters Score -3527339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3527341.250000 Penalty: 3331.519287
	Iteration 48Q: 3 clusters Score -3527341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3527347.500000 Penalty: 3331.519287
	Iteration 49Q: 3 clusters Score -3527348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3527355.000000 Penalty: 3331.519287
	Iteration 50Q: 3 clusters Score -3527355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3527360.500000 Penalty: 3331.519287
	Iteration 51Q: 3 clusters Score -3527360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3527361.250000 Penalty: 3331.519287
	Iteration 52Q: 3 clusters Score -3527361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3527363.750000 Penalty: 3331.519287
	Iteration 53Q: 3 clusters Score -3527364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3527367.000000 Penalty: 3331.519287
	Iteration 54Q: 3 clusters Score -3527367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3527373.750000 Penalty: 3331.519287
	Iteration 55Q: 3 clusters Score -3527374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3527369.000000 Penalty: 3331.519287
	Iteration 56Q: 3 clusters Score -3527369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3527370.250000 Penalty: 3331.519287
	Iteration 57Q: 3 clusters Score -3527370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3527370.250000 Penalty: 3331.519287
	Iteration 58F: 3 clusters Score -3527370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Entering Unmasked Estep 
Score: -4539145.000000 Penalty: 1706.895264
	Iteration 0F: 2 clusters Score -4539145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -4514549.000000 Penalty: 3413.790527
	Iteration 0F: 3 clusters Score -4514549 nChanged 17014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -4524049.500000 Penalty: 3413.790527
	Iteration 1F: 3 clusters Score -4524050 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -4524378.000000 Penalty: 3413.790527
	Iteration 2Q: 3 clusters Score -4524378 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -4524618.500000 Penalty: 3413.790527
	Iteration 3Q: 3 clusters Score -4524618 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -4524867.500000 Penalty: 3413.790527
	Iteration 4Q: 3 clusters Score -4524868 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -4525149.500000 Penalty: 3413.790527
	Iteration 5Q: 3 clusters Score -4525150 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -4525469.500000 Penalty: 3413.790527
	Iteration 6Q: 3 clusters Score -4525470 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -4525898.500000 Penalty: 3413.790527
	Iteration 7Q: 3 clusters Score -4525898 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -4526448.000000 Penalty: 3413.790527
	Iteration 8Q: 3 clusters Score -4526448 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -4527268.000000 Penalty: 3413.790527
	Iteration 9Q: 3 clusters Score -4527268 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -4528396.000000 Penalty: 3413.790527
	Iteration 10F: 3 clusters Score -4528396 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -4529989.000000 Penalty: 3413.790527
	Iteration 11F: 3 clusters Score -4529989 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -4531918.500000 Penalty: 3413.790527
	Iteration 12F: 3 clusters Score -4531918 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -4533715.500000 Penalty: 3413.790527
	Iteration 13F: 3 clusters Score -4533716 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -4535087.500000 Penalty: 3413.790527
	Iteration 14Q: 3 clusters Score -4535088 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4536011.000000 Penalty: 3413.790527
	Iteration 15Q: 3 clusters Score -4536011 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4536628.500000 Penalty: 3413.790527
	Iteration 16Q: 3 clusters Score -4536628 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4537018.000000 Penalty: 3413.790527
	Iteration 17Q: 3 clusters Score -4537018 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4537244.500000 Penalty: 3413.790527
	Iteration 18Q: 3 clusters Score -4537244 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4537408.500000 Penalty: 3413.790527
	Iteration 19Q: 3 clusters Score -4537408 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4537524.000000 Penalty: 3413.790527
	Iteration 20F: 3 clusters Score -4537524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4537559.500000 Penalty: 3413.790527
	Iteration 21Q: 3 clusters Score -4537560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4537587.000000 Penalty: 3413.790527
	Iteration 22Q: 3 clusters Score -4537587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4537603.000000 Penalty: 3413.790527
	Iteration 23Q: 3 clusters Score -4537603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4537614.000000 Penalty: 3413.790527
	Iteration 24Q: 3 clusters Score -4537614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4537627.500000 Penalty: 3413.790527
	Iteration 25Q: 3 clusters Score -4537628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4537628.500000 Penalty: 3413.790527
	Iteration 26Q: 3 clusters Score -4537628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4537633.000000 Penalty: 3413.790527
	Iteration 27Q: 3 clusters Score -4537633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4537631.000000 Penalty: 3413.790527
	Iteration 28Q: 3 clusters Score -4537631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4537631.000000 Penalty: 3413.790527
	Iteration 29F: 3 clusters Score -4537631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (85474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85474 members 
Entering Unmasked Estep 
Score: -10623018.000000 Penalty: 1845.344727
	Iteration 0F: 2 clusters Score -1.062302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -10568788.000000 Penalty: 3690.689453
	Iteration 0F: 3 clusters Score -1.056879e+07 nChanged 40850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -10592264.000000 Penalty: 3690.689453
	Iteration 1F: 3 clusters Score -1.059226e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -10592785.000000 Penalty: 3690.689453
	Iteration 2Q: 3 clusters Score -1.059278e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -10593441.000000 Penalty: 3690.689453
	Iteration 3Q: 3 clusters Score -1.059344e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -10594339.000000 Penalty: 3690.689453
	Iteration 4Q: 3 clusters Score -1.059434e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -10595555.000000 Penalty: 3690.689453
	Iteration 5Q: 3 clusters Score -1.059556e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -10597667.000000 Penalty: 3690.689453
	Iteration 6Q: 3 clusters Score -1.059767e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -10600736.000000 Penalty: 3690.689453
	Iteration 7F: 3 clusters Score -1.060074e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -10605014.000000 Penalty: 3690.689453
	Iteration 8F: 3 clusters Score -1.060501e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -10609024.000000 Penalty: 3690.689453
	Iteration 9F: 3 clusters Score -1.060902e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -10611545.000000 Penalty: 3690.689453
	Iteration 10F: 3 clusters Score -1.061154e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -10612492.000000 Penalty: 3690.689453
	Iteration 11Q: 3 clusters Score -1.061249e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -10612859.000000 Penalty: 3690.689453
	Iteration 12Q: 3 clusters Score -1.061286e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -10613099.000000 Penalty: 3690.689453
	Iteration 13Q: 3 clusters Score -1.06131e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -10613314.000000 Penalty: 3690.689453
	Iteration 14Q: 3 clusters Score -1.061331e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -10613527.000000 Penalty: 3690.689453
	Iteration 15Q: 3 clusters Score -1.061353e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -10613760.000000 Penalty: 3690.689453
	Iteration 16Q: 3 clusters Score -1.061376e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -10613966.000000 Penalty: 3690.689453
	Iteration 17Q: 3 clusters Score -1.061397e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -10614084.000000 Penalty: 3690.689453
	Iteration 18Q: 3 clusters Score -1.061408e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -10614252.000000 Penalty: 3690.689453
	Iteration 19Q: 3 clusters Score -1.061425e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -10614371.000000 Penalty: 3690.689453
	Iteration 20F: 3 clusters Score -1.061437e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -10614501.000000 Penalty: 3690.689453
	Iteration 21Q: 3 clusters Score -1.06145e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -10614558.000000 Penalty: 3690.689453
	Iteration 22Q: 3 clusters Score -1.061456e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -10614766.000000 Penalty: 3690.689453
	Iteration 23Q: 3 clusters Score -1.061477e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 53265 members 
Entering Unmasked Estep 
Score: -10614965.000000 Penalty: 3690.689453
	Iteration 24Q: 3 clusters Score -1.061496e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -10615124.000000 Penalty: 3690.689453
	Iteration 25Q: 3 clusters Score -1.061512e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
Score: -10615263.000000 Penalty: 3690.689453
	Iteration 26Q: 3 clusters Score -1.061526e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 54542 members 
Entering Unmasked Estep 
Score: -10615364.000000 Penalty: 3690.689453
	Iteration 27Q: 3 clusters Score -1.061536e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -10615458.000000 Penalty: 3690.689453
	Iteration 28Q: 3 clusters Score -1.061546e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -10615631.000000 Penalty: 3690.689453
	Iteration 29Q: 3 clusters Score -1.061563e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
Score: -10615724.000000 Penalty: 3690.689453
	Iteration 30Q: 3 clusters Score -1.061572e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -10615826.000000 Penalty: 3690.689453
	Iteration 31Q: 3 clusters Score -1.061583e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -10615866.000000 Penalty: 3690.689453
	Iteration 32Q: 3 clusters Score -1.061587e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -10615958.000000 Penalty: 3690.689453
	Iteration 33Q: 3 clusters Score -1.061596e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -10616050.000000 Penalty: 3690.689453
	Iteration 34Q: 3 clusters Score -1.061605e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 58267 members 
Entering Unmasked Estep 
Score: -10616065.000000 Penalty: 3690.689453
	Iteration 35Q: 3 clusters Score -1.061606e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -10616149.000000 Penalty: 3690.689453
	Iteration 36Q: 3 clusters Score -1.061615e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 59383 members 
Entering Unmasked Estep 
Score: -10616203.000000 Penalty: 3690.689453
	Iteration 37Q: 3 clusters Score -1.06162e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -10616274.000000 Penalty: 3690.689453
	Iteration 38Q: 3 clusters Score -1.061627e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -10616268.000000 Penalty: 3690.689453
	Iteration 39Q: 3 clusters Score -1.061627e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 61087 members 
Entering Unmasked Estep 
Score: -10616333.000000 Penalty: 3690.689453
	Iteration 40F: 3 clusters Score -1.061633e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 61694 members 
Entering Unmasked Estep 
Score: -10616383.000000 Penalty: 3690.689453
	Iteration 41Q: 3 clusters Score -1.061638e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 62313 members 
Entering Unmasked Estep 
Score: -10616466.000000 Penalty: 3690.689453
	Iteration 42Q: 3 clusters Score -1.061647e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -10616523.000000 Penalty: 3690.689453
	Iteration 43Q: 3 clusters Score -1.061652e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 63555 members 
Entering Unmasked Estep 
Score: -10616560.000000 Penalty: 3690.689453
	Iteration 44Q: 3 clusters Score -1.061656e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -10616658.000000 Penalty: 3690.689453
	Iteration 45Q: 3 clusters Score -1.061666e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -10616688.000000 Penalty: 3690.689453
	Iteration 46Q: 3 clusters Score -1.061669e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -10616735.000000 Penalty: 3690.689453
	Iteration 47Q: 3 clusters Score -1.061674e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -10616800.000000 Penalty: 3690.689453
	Iteration 48Q: 3 clusters Score -1.06168e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
Score: -10616833.000000 Penalty: 3690.689453
	Iteration 49Q: 3 clusters Score -1.061683e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 67085 members 
Entering Unmasked Estep 
Score: -10616914.000000 Penalty: 3690.689453
	Iteration 50Q: 3 clusters Score -1.061691e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 67594 members 
Entering Unmasked Estep 
Score: -10616954.000000 Penalty: 3690.689453
	Iteration 51Q: 3 clusters Score -1.061695e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 68131 members 
Entering Unmasked Estep 
Score: -10617058.000000 Penalty: 3690.689453
	Iteration 52Q: 3 clusters Score -1.061706e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 68646 members 
Entering Unmasked Estep 
Score: -10617280.000000 Penalty: 3690.689453
	Iteration 53Q: 3 clusters Score -1.061728e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -10617563.000000 Penalty: 3690.689453
	Iteration 54Q: 3 clusters Score -1.061756e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -10617816.000000 Penalty: 3690.689453
	Iteration 55Q: 3 clusters Score -1.061782e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 70136 members 
Entering Unmasked Estep 
Score: -10618019.000000 Penalty: 3690.689453
	Iteration 56Q: 3 clusters Score -1.061802e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 70585 members 
Entering Unmasked Estep 
Score: -10618199.000000 Penalty: 3690.689453
	Iteration 57Q: 3 clusters Score -1.06182e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 71011 members 
Entering Unmasked Estep 
Score: -10618417.000000 Penalty: 3690.689453
	Iteration 58Q: 3 clusters Score -1.061842e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 71497 members 
Entering Unmasked Estep 
Score: -10618650.000000 Penalty: 3690.689453
	Iteration 59Q: 3 clusters Score -1.061865e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 71991 members 
Entering Unmasked Estep 
Score: -10618891.000000 Penalty: 3690.689453
	Iteration 60F: 3 clusters Score -1.061889e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -10619117.000000 Penalty: 3690.689453
	Iteration 61Q: 3 clusters Score -1.061912e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 73002 members 
Entering Unmasked Estep 
Score: -10619274.000000 Penalty: 3690.689453
	Iteration 62Q: 3 clusters Score -1.061927e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 73508 members 
Entering Unmasked Estep 
Score: -10619470.000000 Penalty: 3690.689453
	Iteration 63Q: 3 clusters Score -1.061947e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 74027 members 
Entering Unmasked Estep 
Score: -10619692.000000 Penalty: 3690.689453
	Iteration 64Q: 3 clusters Score -1.061969e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 74551 members 
Entering Unmasked Estep 
Score: -10619879.000000 Penalty: 3690.689453
	Iteration 65Q: 3 clusters Score -1.061988e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 75055 members 
Entering Unmasked Estep 
Score: -10619965.000000 Penalty: 3690.689453
	Iteration 66Q: 3 clusters Score -1.061996e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 75550 members 
Entering Unmasked Estep 
Score: -10620166.000000 Penalty: 3690.689453
	Iteration 67Q: 3 clusters Score -1.062017e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 76043 members 
Entering Unmasked Estep 
Score: -10620302.000000 Penalty: 3690.689453
	Iteration 68Q: 3 clusters Score -1.06203e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 76530 members 
Entering Unmasked Estep 
Score: -10620392.000000 Penalty: 3690.689453
	Iteration 69Q: 3 clusters Score -1.062039e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 77017 members 
Entering Unmasked Estep 
Score: -10620507.000000 Penalty: 3690.689453
	Iteration 70Q: 3 clusters Score -1.062051e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 77511 members 
Entering Unmasked Estep 
Score: -10620625.000000 Penalty: 3690.689453
	Iteration 71Q: 3 clusters Score -1.062062e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 78029 members 
Entering Unmasked Estep 
Score: -10620722.000000 Penalty: 3690.689453
	Iteration 72Q: 3 clusters Score -1.062072e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 78523 members 
Entering Unmasked Estep 
Score: -10620822.000000 Penalty: 3690.689453
	Iteration 73Q: 3 clusters Score -1.062082e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -10620946.000000 Penalty: 3690.689453
	Iteration 74Q: 3 clusters Score -1.062095e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 79556 members 
Entering Unmasked Estep 
Score: -10620993.000000 Penalty: 3690.689453
	Iteration 75Q: 3 clusters Score -1.062099e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 80041 members 
Entering Unmasked Estep 
Score: -10621087.000000 Penalty: 3690.689453
	Iteration 76Q: 3 clusters Score -1.062109e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -10621208.000000 Penalty: 3690.689453
	Iteration 77Q: 3 clusters Score -1.062121e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 80991 members 
Entering Unmasked Estep 
Score: -10621286.000000 Penalty: 3690.689453
	Iteration 78Q: 3 clusters Score -1.062129e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 81428 members 
Entering Unmasked Estep 
Score: -10621314.000000 Penalty: 3690.689453
	Iteration 79Q: 3 clusters Score -1.062131e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -10621368.000000 Penalty: 3690.689453
	Iteration 80F: 3 clusters Score -1.062137e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
Score: -10621437.000000 Penalty: 3690.689453
	Iteration 81Q: 3 clusters Score -1.062144e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 82500 members 
Entering Unmasked Estep 
Score: -10621473.000000 Penalty: 3690.689453
	Iteration 82Q: 3 clusters Score -1.062147e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 82790 members 
Entering Unmasked Estep 
Score: -10621513.000000 Penalty: 3690.689453
	Iteration 83Q: 3 clusters Score -1.062151e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 83044 members 
Entering Unmasked Estep 
Score: -10621552.000000 Penalty: 3690.689453
	Iteration 84Q: 3 clusters Score -1.062155e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 83245 members 
Entering Unmasked Estep 
Score: -10621562.000000 Penalty: 3690.689453
	Iteration 85Q: 3 clusters Score -1.062156e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -10621563.000000 Penalty: 3690.689453
	Iteration 86Q: 3 clusters Score -1.062156e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 83535 members 
Entering Unmasked Estep 
Score: -10621600.000000 Penalty: 3690.689453
	Iteration 87Q: 3 clusters Score -1.06216e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 83627 members 
Entering Unmasked Estep 
Score: -10621628.000000 Penalty: 3690.689453
	Iteration 88Q: 3 clusters Score -1.062163e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 83716 members 
Entering Unmasked Estep 
Score: -10621643.000000 Penalty: 3690.689453
	Iteration 89Q: 3 clusters Score -1.062164e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 83802 members 
Entering Unmasked Estep 
Score: -10621666.000000 Penalty: 3690.689453
	Iteration 90Q: 3 clusters Score -1.062167e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -10621687.000000 Penalty: 3690.689453
	Iteration 91Q: 3 clusters Score -1.062169e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 83936 members 
Entering Unmasked Estep 
Score: -10621689.000000 Penalty: 3690.689453
	Iteration 92Q: 3 clusters Score -1.062169e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 83985 members 
Entering Unmasked Estep 
Score: -10621701.000000 Penalty: 3690.689453
	Iteration 93Q: 3 clusters Score -1.06217e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 84028 members 
Entering Unmasked Estep 
Score: -10621716.000000 Penalty: 3690.689453
	Iteration 94Q: 3 clusters Score -1.062172e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 84066 members 
Entering Unmasked Estep 
Score: -10621726.000000 Penalty: 3690.689453
	Iteration 95Q: 3 clusters Score -1.062173e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 84101 members 
Entering Unmasked Estep 
Score: -10621743.000000 Penalty: 3690.689453
	Iteration 96Q: 3 clusters Score -1.062174e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 84143 members 
Entering Unmasked Estep 
Score: -10621753.000000 Penalty: 3690.689453
	Iteration 97Q: 3 clusters Score -1.062175e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 84172 members 
Entering Unmasked Estep 
Score: -10621743.000000 Penalty: 3690.689453
	Iteration 98Q: 3 clusters Score -1.062174e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 84194 members 
Entering Unmasked Estep 
Score: -10621754.000000 Penalty: 3690.689453
	Iteration 99Q: 3 clusters Score -1.062175e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 84219 members 
Entering Unmasked Estep 
Score: -10621752.000000 Penalty: 3690.689453
	Iteration 100F: 3 clusters Score -1.062175e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 84243 members 
Entering Unmasked Estep 
Score: -10621740.000000 Penalty: 3690.689453
	Iteration 101Q: 3 clusters Score -1.062174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 84261 members 
Entering Unmasked Estep 
Score: -10621727.000000 Penalty: 3690.689453
	Iteration 102Q: 3 clusters Score -1.062173e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 84280 members 
Entering Unmasked Estep 
Score: -10621732.000000 Penalty: 3690.689453
	Iteration 103Q: 3 clusters Score -1.062173e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 84300 members 
Entering Unmasked Estep 
Score: -10621730.000000 Penalty: 3690.689453
	Iteration 104Q: 3 clusters Score -1.062173e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 84320 members 
Entering Unmasked Estep 
Score: -10621747.000000 Penalty: 3690.689453
	Iteration 105Q: 3 clusters Score -1.062175e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -10621761.000000 Penalty: 3690.689453
	Iteration 106Q: 3 clusters Score -1.062176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 84343 members 
Entering Unmasked Estep 
Score: -10621766.000000 Penalty: 3690.689453
	Iteration 107Q: 3 clusters Score -1.062177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 84352 members 
Entering Unmasked Estep 
Score: -10621762.000000 Penalty: 3690.689453
	Iteration 108Q: 3 clusters Score -1.062176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 84358 members 
Entering Unmasked Estep 
Score: -10621768.000000 Penalty: 3690.689453
	Iteration 109Q: 3 clusters Score -1.062177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 84359 members 
Entering Unmasked Estep 
Score: -10621770.000000 Penalty: 3690.689453
	Iteration 110Q: 3 clusters Score -1.062177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 84360 members 
Entering Unmasked Estep 
Score: -10621766.000000 Penalty: 3690.689453
	Iteration 111Q: 3 clusters Score -1.062177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 84363 members 
Entering Unmasked Estep 
Score: -10621766.000000 Penalty: 3690.689453
	Iteration 112Q: 3 clusters Score -1.062177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 84368 members 
Entering Unmasked Estep 
Score: -10621770.000000 Penalty: 3690.689453
	Iteration 113Q: 3 clusters Score -1.062177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
Score: -10621767.000000 Penalty: 3690.689453
	Iteration 114Q: 3 clusters Score -1.062177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
Score: -10621767.000000 Penalty: 3690.689453
	Iteration 115Q: 3 clusters Score -1.062177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 84375 members 
Entering Unmasked Estep 
Score: -10621771.000000 Penalty: 3690.689453
	Iteration 116Q: 3 clusters Score -1.062177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 84376 members 
Entering Unmasked Estep 
Score: -10621767.000000 Penalty: 3690.689453
	Iteration 117Q: 3 clusters Score -1.062177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 84377 members 
Entering Unmasked Estep 
Score: -10621764.000000 Penalty: 3690.689453
	Iteration 118Q: 3 clusters Score -1.062176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 84378 members 
Entering Unmasked Estep 
Score: -10621760.000000 Penalty: 3690.689453
	Iteration 119Q: 3 clusters Score -1.062176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 84378 members 
Entering Unmasked Estep 
Score: -10621760.000000 Penalty: 3690.689453
	Iteration 120F: 3 clusters Score -1.062176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Entering Unmasked Estep 
Score: -2320860.500000 Penalty: 1606.182983
	Iteration 0F: 2 clusters Score -2320860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2307480.500000 Penalty: 3212.365967
	Iteration 0F: 3 clusters Score -2307480 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2312479.000000 Penalty: 3212.365967
	Iteration 1F: 3 clusters Score -2312479 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2313588.250000 Penalty: 3212.365967
	Iteration 2F: 3 clusters Score -2313588 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2315892.750000 Penalty: 3212.365967
	Iteration 3F: 3 clusters Score -2315893 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2318919.750000 Penalty: 3212.365967
	Iteration 4F: 3 clusters Score -2318920 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2320874.250000 Penalty: 3212.365967
	Iteration 5F: 3 clusters Score -2320874 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2321695.000000 Penalty: 3212.365967
	Iteration 6F: 3 clusters Score -2321695 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2322011.500000 Penalty: 3212.365967
	Iteration 7Q: 3 clusters Score -2322012 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2322128.750000 Penalty: 3212.365967
	Iteration 8Q: 3 clusters Score -2322129 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2322204.500000 Penalty: 3212.365967
	Iteration 9Q: 3 clusters Score -2322204 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2322288.250000 Penalty: 3212.365967
	Iteration 10Q: 3 clusters Score -2322288 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2322365.500000 Penalty: 3212.365967
	Iteration 11Q: 3 clusters Score -2322366 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2322447.500000 Penalty: 3212.365967
	Iteration 12Q: 3 clusters Score -2322448 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2322531.750000 Penalty: 3212.365967
	Iteration 13Q: 3 clusters Score -2322532 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2322623.750000 Penalty: 3212.365967
	Iteration 14Q: 3 clusters Score -2322624 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2322719.250000 Penalty: 3212.365967
	Iteration 15Q: 3 clusters Score -2322719 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2322808.500000 Penalty: 3212.365967
	Iteration 16Q: 3 clusters Score -2322808 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2322877.750000 Penalty: 3212.365967
	Iteration 17Q: 3 clusters Score -2322878 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2322932.250000 Penalty: 3212.365967
	Iteration 18Q: 3 clusters Score -2322932 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2322973.500000 Penalty: 3212.365967
	Iteration 19Q: 3 clusters Score -2322974 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2323000.750000 Penalty: 3212.365967
	Iteration 20F: 3 clusters Score -2323001 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2323027.000000 Penalty: 3212.365967
	Iteration 21Q: 3 clusters Score -2323027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2323041.250000 Penalty: 3212.365967
	Iteration 22Q: 3 clusters Score -2323041 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2323050.500000 Penalty: 3212.365967
	Iteration 23Q: 3 clusters Score -2323050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2323052.750000 Penalty: 3212.365967
	Iteration 24Q: 3 clusters Score -2323053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2323055.750000 Penalty: 3212.365967
	Iteration 25Q: 3 clusters Score -2323056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2323055.250000 Penalty: 3212.365967
	Iteration 26Q: 3 clusters Score -2323055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2323052.750000 Penalty: 3212.365967
	Iteration 27Q: 3 clusters Score -2323053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2323056.500000 Penalty: 3212.365967
	Iteration 28Q: 3 clusters Score -2323056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2323062.750000 Penalty: 3212.365967
	Iteration 29Q: 3 clusters Score -2323063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2323066.500000 Penalty: 3212.365967
	Iteration 30Q: 3 clusters Score -2323066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2323068.000000 Penalty: 3212.365967
	Iteration 31Q: 3 clusters Score -2323068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2323066.250000 Penalty: 3212.365967
	Iteration 32Q: 3 clusters Score -2323066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2323068.000000 Penalty: 3212.365967
	Iteration 33Q: 3 clusters Score -2323068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2323067.750000 Penalty: 3212.365967
	Iteration 34Q: 3 clusters Score -2323068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2323065.000000 Penalty: 3212.365967
	Iteration 35Q: 3 clusters Score -2323065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2323072.500000 Penalty: 3212.365967
	Iteration 36Q: 3 clusters Score -2323072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2323073.500000 Penalty: 3212.365967
	Iteration 37Q: 3 clusters Score -2323074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2323075.750000 Penalty: 3212.365967
	Iteration 38Q: 3 clusters Score -2323076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2323078.750000 Penalty: 3212.365967
	Iteration 39Q: 3 clusters Score -2323079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2323076.250000 Penalty: 3212.365967
	Iteration 40F: 3 clusters Score -2323076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2323078.500000 Penalty: 3212.365967
	Iteration 41Q: 3 clusters Score -2323078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2323081.250000 Penalty: 3212.365967
	Iteration 42Q: 3 clusters Score -2323081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2323082.250000 Penalty: 3212.365967
	Iteration 43Q: 3 clusters Score -2323082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2323081.500000 Penalty: 3212.365967
	Iteration 44Q: 3 clusters Score -2323082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2323081.000000 Penalty: 3212.365967
	Iteration 45Q: 3 clusters Score -2323081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2323081.000000 Penalty: 3212.365967
	Iteration 46F: 3 clusters Score -2323081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 70136 members 
Mstep: Class 3 contains 41119 members 
Mstep: Class 5 contains 28306 members 
Mstep: Class 7 contains 36460 members 
Mstep: Class 8 contains 85474 members 
Mstep: Class 9 contains 18114 members 
Mstep: Class 10 contains 69107 members 
Mstep: Class 13 contains 61694 members 
Mstep: Class 14 contains 16801 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 42076 members 
Mstep: Class 20 contains 60131 members 
Mstep: Class 22 contains 74860 members 
Mstep: Class 23 contains 1913 members 
Mstep: Class 24 contains 9808 members 
Entering Unmasked Estep 
Score: -75546792.000000 Penalty: 36850.429688
Splitting cluster 9 changes total score from -75545200.000000 to -75546792.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 10 (69107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69107 members 
Entering Unmasked Estep 
Score: -8616852.000000 Penalty: 1810.804443
	Iteration 0F: 2 clusters Score -8616852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -8571611.000000 Penalty: 3621.608887
	Iteration 0F: 3 clusters Score -8571611 nChanged 32755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -8590148.000000 Penalty: 3621.608887
	Iteration 1F: 3 clusters Score -8590148 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -8590703.000000 Penalty: 3621.608887
	Iteration 2Q: 3 clusters Score -8590703 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -8591427.000000 Penalty: 3621.608887
	Iteration 3Q: 3 clusters Score -8591427 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -8592498.000000 Penalty: 3621.608887
	Iteration 4Q: 3 clusters Score -8592498 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -8594123.000000 Penalty: 3621.608887
	Iteration 5Q: 3 clusters Score -8594123 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -8596856.000000 Penalty: 3621.608887
	Iteration 6F: 3 clusters Score -8596856 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -8600819.000000 Penalty: 3621.608887
	Iteration 7F: 3 clusters Score -8600819 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -8605335.000000 Penalty: 3621.608887
	Iteration 8F: 3 clusters Score -8605335 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -8608788.000000 Penalty: 3621.608887
	Iteration 9F: 3 clusters Score -8608788 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -8610661.000000 Penalty: 3621.608887
	Iteration 10Q: 3 clusters Score -8610661 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -8611590.000000 Penalty: 3621.608887
	Iteration 11Q: 3 clusters Score -8611590 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60048 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -8612230.000000 Penalty: 3621.608887
	Iteration 12Q: 3 clusters Score -8612230 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -8612737.000000 Penalty: 3621.608887
	Iteration 13Q: 3 clusters Score -8612737 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -8613178.000000 Penalty: 3621.608887
	Iteration 14Q: 3 clusters Score -8613178 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -8613516.000000 Penalty: 3621.608887
	Iteration 15Q: 3 clusters Score -8613516 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63540 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -8613816.000000 Penalty: 3621.608887
	Iteration 16Q: 3 clusters Score -8613816 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -8614022.000000 Penalty: 3621.608887
	Iteration 17Q: 3 clusters Score -8614022 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -8614229.000000 Penalty: 3621.608887
	Iteration 18Q: 3 clusters Score -8614229 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -8614375.000000 Penalty: 3621.608887
	Iteration 19Q: 3 clusters Score -8614375 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -8614512.000000 Penalty: 3621.608887
	Iteration 20F: 3 clusters Score -8614512 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -8614609.000000 Penalty: 3621.608887
	Iteration 21Q: 3 clusters Score -8614609 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8614715.000000 Penalty: 3621.608887
	Iteration 22Q: 3 clusters Score -8614715 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66610 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -8614850.000000 Penalty: 3621.608887
	Iteration 23Q: 3 clusters Score -8614850 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66882 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8614924.000000 Penalty: 3621.608887
	Iteration 24Q: 3 clusters Score -8614924 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -8614996.000000 Penalty: 3621.608887
	Iteration 25Q: 3 clusters Score -8614996 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67299 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8615062.000000 Penalty: 3621.608887
	Iteration 26Q: 3 clusters Score -8615062 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8615110.000000 Penalty: 3621.608887
	Iteration 27Q: 3 clusters Score -8615110 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67575 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8615156.000000 Penalty: 3621.608887
	Iteration 28Q: 3 clusters Score -8615156 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67688 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8615173.000000 Penalty: 3621.608887
	Iteration 29Q: 3 clusters Score -8615173 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8615182.000000 Penalty: 3621.608887
	Iteration 30Q: 3 clusters Score -8615182 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67863 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8615205.000000 Penalty: 3621.608887
	Iteration 31Q: 3 clusters Score -8615205 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67938 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8615231.000000 Penalty: 3621.608887
	Iteration 32Q: 3 clusters Score -8615231 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8615255.000000 Penalty: 3621.608887
	Iteration 33Q: 3 clusters Score -8615255 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68048 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8615252.000000 Penalty: 3621.608887
	Iteration 34Q: 3 clusters Score -8615252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68101 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8615271.000000 Penalty: 3621.608887
	Iteration 35Q: 3 clusters Score -8615271 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68147 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8615299.000000 Penalty: 3621.608887
	Iteration 36Q: 3 clusters Score -8615299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8615305.000000 Penalty: 3621.608887
	Iteration 37Q: 3 clusters Score -8615305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8615316.000000 Penalty: 3621.608887
	Iteration 38Q: 3 clusters Score -8615316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68238 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8615313.000000 Penalty: 3621.608887
	Iteration 39Q: 3 clusters Score -8615313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8615328.000000 Penalty: 3621.608887
	Iteration 40F: 3 clusters Score -8615328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8615335.000000 Penalty: 3621.608887
	Iteration 41Q: 3 clusters Score -8615335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8615333.000000 Penalty: 3621.608887
	Iteration 42Q: 3 clusters Score -8615333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68340 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8615339.000000 Penalty: 3621.608887
	Iteration 43Q: 3 clusters Score -8615339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8615333.000000 Penalty: 3621.608887
	Iteration 44Q: 3 clusters Score -8615333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8615337.000000 Penalty: 3621.608887
	Iteration 45Q: 3 clusters Score -8615337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8615351.000000 Penalty: 3621.608887
	Iteration 46Q: 3 clusters Score -8615351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68382 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8615343.000000 Penalty: 3621.608887
	Iteration 47Q: 3 clusters Score -8615343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8615362.000000 Penalty: 3621.608887
	Iteration 48Q: 3 clusters Score -8615362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68402 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8615365.000000 Penalty: 3621.608887
	Iteration 49Q: 3 clusters Score -8615365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8615360.000000 Penalty: 3621.608887
	Iteration 50Q: 3 clusters Score -8615360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8615363.000000 Penalty: 3621.608887
	Iteration 51Q: 3 clusters Score -8615363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68415 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8615364.000000 Penalty: 3621.608887
	Iteration 52Q: 3 clusters Score -8615364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8615363.000000 Penalty: 3621.608887
	Iteration 53Q: 3 clusters Score -8615363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8615362.000000 Penalty: 3621.608887
	Iteration 54Q: 3 clusters Score -8615362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68421 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8615364.000000 Penalty: 3621.608887
	Iteration 55Q: 3 clusters Score -8615364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8615368.000000 Penalty: 3621.608887
	Iteration 56Q: 3 clusters Score -8615368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8615368.000000 Penalty: 3621.608887
	Iteration 57F: 3 clusters Score -8615368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (61694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Entering Unmasked Estep 
Score: -7678139.500000 Penalty: 1792.365479
	Iteration 0F: 2 clusters Score -7678140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -7637438.500000 Penalty: 3584.730957
	Iteration 0F: 3 clusters Score -7637438 nChanged 29151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -7654639.000000 Penalty: 3584.730957
	Iteration 1F: 3 clusters Score -7654639 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -7655893.500000 Penalty: 3584.730957
	Iteration 2Q: 3 clusters Score -7655894 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -7657880.000000 Penalty: 3584.730957
	Iteration 3F: 3 clusters Score -7657880 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -7661221.500000 Penalty: 3584.730957
	Iteration 4F: 3 clusters Score -7661222 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -7666217.000000 Penalty: 3584.730957
	Iteration 5F: 3 clusters Score -7666217 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -7671569.000000 Penalty: 3584.730957
	Iteration 6F: 3 clusters Score -7671569 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7674890.500000 Penalty: 3584.730957
	Iteration 7F: 3 clusters Score -7674890 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7676033.000000 Penalty: 3584.730957
	Iteration 8Q: 3 clusters Score -7676033 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7676348.500000 Penalty: 3584.730957
	Iteration 9Q: 3 clusters Score -7676348 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -7676465.500000 Penalty: 3584.730957
	Iteration 10Q: 3 clusters Score -7676466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7676529.000000 Penalty: 3584.730957
	Iteration 11Q: 3 clusters Score -7676529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -7676550.500000 Penalty: 3584.730957
	Iteration 12Q: 3 clusters Score -7676550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7676552.500000 Penalty: 3584.730957
	Iteration 13Q: 3 clusters Score -7676552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -7676563.500000 Penalty: 3584.730957
	Iteration 14Q: 3 clusters Score -7676564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7676562.000000 Penalty: 3584.730957
	Iteration 15Q: 3 clusters Score -7676562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7676564.500000 Penalty: 3584.730957
	Iteration 16Q: 3 clusters Score -7676564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7676564.500000 Penalty: 3584.730957
	Iteration 17F: 3 clusters Score -7676564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Entering Unmasked Estep 
Score: -2061817.500000 Penalty: 1580.994019
	Iteration 0F: 2 clusters Score -2061818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2050180.000000 Penalty: 3161.988037
	Iteration 0F: 3 clusters Score -2050180 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2054322.250000 Penalty: 3161.988037
	Iteration 1F: 3 clusters Score -2054322 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2054654.875000 Penalty: 3161.988037
	Iteration 2F: 3 clusters Score -2054655 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2054915.250000 Penalty: 3161.988037
	Iteration 3Q: 3 clusters Score -2054915 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2055145.250000 Penalty: 3161.988037
	Iteration 4Q: 3 clusters Score -2055145 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2055352.375000 Penalty: 3161.988037
	Iteration 5Q: 3 clusters Score -2055352 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2055579.250000 Penalty: 3161.988037
	Iteration 6Q: 3 clusters Score -2055579 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2055795.625000 Penalty: 3161.988037
	Iteration 7Q: 3 clusters Score -2055796 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2056086.000000 Penalty: 3161.988037
	Iteration 8Q: 3 clusters Score -2056086 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2056450.000000 Penalty: 3161.988037
	Iteration 9Q: 3 clusters Score -2056450 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2056945.250000 Penalty: 3161.988037
	Iteration 10Q: 3 clusters Score -2056945 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2057503.125000 Penalty: 3161.988037
	Iteration 11Q: 3 clusters Score -2057503 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2058075.125000 Penalty: 3161.988037
	Iteration 12Q: 3 clusters Score -2058075 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2058596.750000 Penalty: 3161.988037
	Iteration 13Q: 3 clusters Score -2058597 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2058985.250000 Penalty: 3161.988037
	Iteration 14Q: 3 clusters Score -2058985 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2059252.625000 Penalty: 3161.988037
	Iteration 15Q: 3 clusters Score -2059253 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2059464.500000 Penalty: 3161.988037
	Iteration 16Q: 3 clusters Score -2059464 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2059628.000000 Penalty: 3161.988037
	Iteration 17Q: 3 clusters Score -2059628 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2059800.125000 Penalty: 3161.988037
	Iteration 18Q: 3 clusters Score -2059800 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2059962.625000 Penalty: 3161.988037
	Iteration 19Q: 3 clusters Score -2059963 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2060132.000000 Penalty: 3161.988037
	Iteration 20F: 3 clusters Score -2060132 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2060324.500000 Penalty: 3161.988037
	Iteration 21Q: 3 clusters Score -2060324 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2060469.750000 Penalty: 3161.988037
	Iteration 22Q: 3 clusters Score -2060470 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2060583.500000 Penalty: 3161.988037
	Iteration 23Q: 3 clusters Score -2060584 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2060694.750000 Penalty: 3161.988037
	Iteration 24Q: 3 clusters Score -2060695 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2060774.500000 Penalty: 3161.988037
	Iteration 25Q: 3 clusters Score -2060774 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2060832.500000 Penalty: 3161.988037
	Iteration 26Q: 3 clusters Score -2060832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2060874.125000 Penalty: 3161.988037
	Iteration 27Q: 3 clusters Score -2060874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2060899.250000 Penalty: 3161.988037
	Iteration 28Q: 3 clusters Score -2060899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2060921.375000 Penalty: 3161.988037
	Iteration 29Q: 3 clusters Score -2060921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2060933.750000 Penalty: 3161.988037
	Iteration 30Q: 3 clusters Score -2060934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2060940.500000 Penalty: 3161.988037
	Iteration 31Q: 3 clusters Score -2060940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2060953.500000 Penalty: 3161.988037
	Iteration 32Q: 3 clusters Score -2060954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2060954.500000 Penalty: 3161.988037
	Iteration 33Q: 3 clusters Score -2060954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2060958.750000 Penalty: 3161.988037
	Iteration 34Q: 3 clusters Score -2060959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2060961.500000 Penalty: 3161.988037
	Iteration 35Q: 3 clusters Score -2060962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2060960.500000 Penalty: 3161.988037
	Iteration 36Q: 3 clusters Score -2060960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2060967.375000 Penalty: 3161.988037
	Iteration 37Q: 3 clusters Score -2060967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2060968.500000 Penalty: 3161.988037
	Iteration 38Q: 3 clusters Score -2060968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2060968.000000 Penalty: 3161.988037
	Iteration 39Q: 3 clusters Score -2060968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2060976.750000 Penalty: 3161.988037
	Iteration 40F: 3 clusters Score -2060977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2060980.250000 Penalty: 3161.988037
	Iteration 41Q: 3 clusters Score -2060980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2060980.875000 Penalty: 3161.988037
	Iteration 42Q: 3 clusters Score -2060981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2060980.875000 Penalty: 3161.988037
	Iteration 43Q: 3 clusters Score -2060981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2060980.875000 Penalty: 3161.988037
	Iteration 44F: 3 clusters Score -2060981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Entering Unmasked Estep 
Score: -352895.843750 Penalty: 1289.532959
	Iteration 0F: 2 clusters Score -352895.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -350303.125000 Penalty: 2579.065918
	Iteration 0F: 3 clusters Score -350303.1 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -350922.843750 Penalty: 2579.065918
	Iteration 1F: 3 clusters Score -350922.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -351067.593750 Penalty: 2579.065918
	Iteration 2F: 3 clusters Score -351067.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -351167.812500 Penalty: 2579.065918
	Iteration 3F: 3 clusters Score -351167.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -351232.812500 Penalty: 2579.065918
	Iteration 4Q: 3 clusters Score -351232.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -351268.343750 Penalty: 2579.065918
	Iteration 5Q: 3 clusters Score -351268.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -351298.875000 Penalty: 2579.065918
	Iteration 6Q: 3 clusters Score -351298.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -351328.781250 Penalty: 2579.065918
	Iteration 7Q: 3 clusters Score -351328.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -351351.031250 Penalty: 2579.065918
	Iteration 8Q: 3 clusters Score -351351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -351363.343750 Penalty: 2579.065918
	Iteration 9Q: 3 clusters Score -351363.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -351370.375000 Penalty: 2579.065918
	Iteration 10Q: 3 clusters Score -351370.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -351376.437500 Penalty: 2579.065918
	Iteration 11Q: 3 clusters Score -351376.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -351381.937500 Penalty: 2579.065918
	Iteration 12Q: 3 clusters Score -351381.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -351389.062500 Penalty: 2579.065918
	Iteration 13Q: 3 clusters Score -351389.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -351394.656250 Penalty: 2579.065918
	Iteration 14Q: 3 clusters Score -351394.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -351399.656250 Penalty: 2579.065918
	Iteration 15Q: 3 clusters Score -351399.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -351406.656250 Penalty: 2579.065918
	Iteration 16Q: 3 clusters Score -351406.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -351409.968750 Penalty: 2579.065918
	Iteration 17Q: 3 clusters Score -351410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -351414.000000 Penalty: 2579.065918
	Iteration 18Q: 3 clusters Score -351414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -351418.500000 Penalty: 2579.065918
	Iteration 19Q: 3 clusters Score -351418.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -351420.250000 Penalty: 2579.065918
	Iteration 20F: 3 clusters Score -351420.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -351422.281250 Penalty: 2579.065918
	Iteration 21Q: 3 clusters Score -351422.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -351425.718750 Penalty: 2579.065918
	Iteration 22Q: 3 clusters Score -351425.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -351432.625000 Penalty: 2579.065918
	Iteration 23Q: 3 clusters Score -351432.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -351441.187500 Penalty: 2579.065918
	Iteration 24Q: 3 clusters Score -351441.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -351450.593750 Penalty: 2579.065918
	Iteration 25Q: 3 clusters Score -351450.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -351456.656250 Penalty: 2579.065918
	Iteration 26Q: 3 clusters Score -351456.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -351464.187500 Penalty: 2579.065918
	Iteration 27Q: 3 clusters Score -351464.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -351471.187500 Penalty: 2579.065918
	Iteration 28Q: 3 clusters Score -351471.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -351477.875000 Penalty: 2579.065918
	Iteration 29Q: 3 clusters Score -351477.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -351483.875000 Penalty: 2579.065918
	Iteration 30Q: 3 clusters Score -351483.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -351488.093750 Penalty: 2579.065918
	Iteration 31Q: 3 clusters Score -351488.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -351494.093750 Penalty: 2579.065918
	Iteration 32Q: 3 clusters Score -351494.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -351498.906250 Penalty: 2579.065918
	Iteration 33Q: 3 clusters Score -351498.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -351508.812500 Penalty: 2579.065918
	Iteration 34Q: 3 clusters Score -351508.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -351516.125000 Penalty: 2579.065918
	Iteration 35Q: 3 clusters Score -351516.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -351523.593750 Penalty: 2579.065918
	Iteration 36Q: 3 clusters Score -351523.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -351532.531250 Penalty: 2579.065918
	Iteration 37Q: 3 clusters Score -351532.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -351545.312500 Penalty: 2579.065918
	Iteration 38Q: 3 clusters Score -351545.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -351554.812500 Penalty: 2579.065918
	Iteration 39Q: 3 clusters Score -351554.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -351558.875000 Penalty: 2579.065918
	Iteration 40F: 3 clusters Score -351558.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -351567.937500 Penalty: 2579.065918
	Iteration 41Q: 3 clusters Score -351567.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -351573.562500 Penalty: 2579.065918
	Iteration 42Q: 3 clusters Score -351573.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -351579.531250 Penalty: 2579.065918
	Iteration 43Q: 3 clusters Score -351579.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -351583.937500 Penalty: 2579.065918
	Iteration 44Q: 3 clusters Score -351583.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -351592.468750 Penalty: 2579.065918
	Iteration 45Q: 3 clusters Score -351592.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -351603.093750 Penalty: 2579.065918
	Iteration 46Q: 3 clusters Score -351603.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -351608.281250 Penalty: 2579.065918
	Iteration 47Q: 3 clusters Score -351608.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -351613.375000 Penalty: 2579.065918
	Iteration 48Q: 3 clusters Score -351613.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -351618.906250 Penalty: 2579.065918
	Iteration 49Q: 3 clusters Score -351618.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -351623.218750 Penalty: 2579.065918
	Iteration 50Q: 3 clusters Score -351623.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -351628.406250 Penalty: 2579.065918
	Iteration 51Q: 3 clusters Score -351628.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -351632.156250 Penalty: 2579.065918
	Iteration 52Q: 3 clusters Score -351632.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -351635.843750 Penalty: 2579.065918
	Iteration 53Q: 3 clusters Score -351635.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -351641.843750 Penalty: 2579.065918
	Iteration 54Q: 3 clusters Score -351641.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -351648.218750 Penalty: 2579.065918
	Iteration 55Q: 3 clusters Score -351648.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -351658.437500 Penalty: 2579.065918
	Iteration 56Q: 3 clusters Score -351658.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -351669.562500 Penalty: 2579.065918
	Iteration 57Q: 3 clusters Score -351669.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -351679.812500 Penalty: 2579.065918
	Iteration 58Q: 3 clusters Score -351679.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -351689.937500 Penalty: 2579.065918
	Iteration 59Q: 3 clusters Score -351689.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -351695.187500 Penalty: 2579.065918
	Iteration 60F: 3 clusters Score -351695.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -351702.593750 Penalty: 2579.065918
	Iteration 61Q: 3 clusters Score -351702.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -351711.218750 Penalty: 2579.065918
	Iteration 62Q: 3 clusters Score -351711.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -351717.250000 Penalty: 2579.065918
	Iteration 63Q: 3 clusters Score -351717.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -351721.156250 Penalty: 2579.065918
	Iteration 64Q: 3 clusters Score -351721.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -351724.218750 Penalty: 2579.065918
	Iteration 65Q: 3 clusters Score -351724.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -351729.625000 Penalty: 2579.065918
	Iteration 66Q: 3 clusters Score -351729.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -351735.281250 Penalty: 2579.065918
	Iteration 67Q: 3 clusters Score -351735.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -351739.156250 Penalty: 2579.065918
	Iteration 68Q: 3 clusters Score -351739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -351741.500000 Penalty: 2579.065918
	Iteration 69Q: 3 clusters Score -351741.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -351744.250000 Penalty: 2579.065918
	Iteration 70Q: 3 clusters Score -351744.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -351744.812500 Penalty: 2579.065918
	Iteration 71Q: 3 clusters Score -351744.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -351744.812500 Penalty: 2579.065918
	Iteration 72F: 3 clusters Score -351744.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -117292.000000 Penalty: 1115.537720
	Iteration 0F: 2 clusters Score -117292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -115854.429688 Penalty: 2231.075439
	Iteration 0F: 3 clusters Score -115854.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -116086.578125 Penalty: 2231.075439
	Iteration 1F: 3 clusters Score -116086.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -116146.890625 Penalty: 2231.075439
	Iteration 2F: 3 clusters Score -116146.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -116192.992188 Penalty: 2231.075439
	Iteration 3F: 3 clusters Score -116193 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -116227.367188 Penalty: 2231.075439
	Iteration 4Q: 3 clusters Score -116227.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -116252.039062 Penalty: 2231.075439
	Iteration 5Q: 3 clusters Score -116252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116265.484375 Penalty: 2231.075439
	Iteration 6Q: 3 clusters Score -116265.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -116271.046875 Penalty: 2231.075439
	Iteration 7Q: 3 clusters Score -116271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -116274.773438 Penalty: 2231.075439
	Iteration 8Q: 3 clusters Score -116274.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116276.515625 Penalty: 2231.075439
	Iteration 9Q: 3 clusters Score -116276.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116280.562500 Penalty: 2231.075439
	Iteration 10Q: 3 clusters Score -116280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -116284.593750 Penalty: 2231.075439
	Iteration 11Q: 3 clusters Score -116284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116284.921875 Penalty: 2231.075439
	Iteration 12Q: 3 clusters Score -116284.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -116285.492188 Penalty: 2231.075439
	Iteration 13Q: 3 clusters Score -116285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -116286.164062 Penalty: 2231.075439
	Iteration 14Q: 3 clusters Score -116286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -116286.164062 Penalty: 2231.075439
	Iteration 15F: 3 clusters Score -116286.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Entering Unmasked Estep 
Score: -5224181.000000 Penalty: 1730.175415
	Iteration 0F: 2 clusters Score -5224181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -5196156.500000 Penalty: 3460.350830
	Iteration 0F: 3 clusters Score -5196156 nChanged 19631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -5207571.500000 Penalty: 3460.350830
	Iteration 1F: 3 clusters Score -5207572 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -5208408.000000 Penalty: 3460.350830
	Iteration 2Q: 3 clusters Score -5208408 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -5209806.000000 Penalty: 3460.350830
	Iteration 3F: 3 clusters Score -5209806 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -5212027.500000 Penalty: 3460.350830
	Iteration 4F: 3 clusters Score -5212028 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -5215189.500000 Penalty: 3460.350830
	Iteration 5F: 3 clusters Score -5215190 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -5218537.500000 Penalty: 3460.350830
	Iteration 6F: 3 clusters Score -5218538 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -5220932.000000 Penalty: 3460.350830
	Iteration 7F: 3 clusters Score -5220932 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -5222004.500000 Penalty: 3460.350830
	Iteration 8Q: 3 clusters Score -5222004 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -5222389.500000 Penalty: 3460.350830
	Iteration 9Q: 3 clusters Score -5222390 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -5222521.000000 Penalty: 3460.350830
	Iteration 10Q: 3 clusters Score -5222521 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -5222615.500000 Penalty: 3460.350830
	Iteration 11Q: 3 clusters Score -5222616 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -5222709.500000 Penalty: 3460.350830
	Iteration 12Q: 3 clusters Score -5222710 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -5222770.000000 Penalty: 3460.350830
	Iteration 13Q: 3 clusters Score -5222770 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -5222789.500000 Penalty: 3460.350830
	Iteration 14Q: 3 clusters Score -5222790 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -5222830.000000 Penalty: 3460.350830
	Iteration 15Q: 3 clusters Score -5222830 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -5222879.000000 Penalty: 3460.350830
	Iteration 16Q: 3 clusters Score -5222879 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -5222886.500000 Penalty: 3460.350830
	Iteration 17Q: 3 clusters Score -5222886 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -5222918.500000 Penalty: 3460.350830
	Iteration 18Q: 3 clusters Score -5222918 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -5222950.000000 Penalty: 3460.350830
	Iteration 19Q: 3 clusters Score -5222950 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5222955.500000 Penalty: 3460.350830
	Iteration 20F: 3 clusters Score -5222956 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -5222964.000000 Penalty: 3460.350830
	Iteration 21Q: 3 clusters Score -5222964 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -5222977.000000 Penalty: 3460.350830
	Iteration 22Q: 3 clusters Score -5222977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -5222992.500000 Penalty: 3460.350830
	Iteration 23Q: 3 clusters Score -5222992 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5223001.000000 Penalty: 3460.350830
	Iteration 24Q: 3 clusters Score -5223001 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -5223012.000000 Penalty: 3460.350830
	Iteration 25Q: 3 clusters Score -5223012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5223026.500000 Penalty: 3460.350830
	Iteration 26Q: 3 clusters Score -5223026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5223031.000000 Penalty: 3460.350830
	Iteration 27Q: 3 clusters Score -5223031 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5223040.500000 Penalty: 3460.350830
	Iteration 28Q: 3 clusters Score -5223040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5223049.000000 Penalty: 3460.350830
	Iteration 29Q: 3 clusters Score -5223049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -5223051.000000 Penalty: 3460.350830
	Iteration 30Q: 3 clusters Score -5223051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5223067.000000 Penalty: 3460.350830
	Iteration 31Q: 3 clusters Score -5223067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5223075.500000 Penalty: 3460.350830
	Iteration 32Q: 3 clusters Score -5223076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5223084.500000 Penalty: 3460.350830
	Iteration 33Q: 3 clusters Score -5223084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5223085.500000 Penalty: 3460.350830
	Iteration 34Q: 3 clusters Score -5223086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -5223085.000000 Penalty: 3460.350830
	Iteration 35Q: 3 clusters Score -5223085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5223086.500000 Penalty: 3460.350830
	Iteration 36Q: 3 clusters Score -5223086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -5223091.000000 Penalty: 3460.350830
	Iteration 37Q: 3 clusters Score -5223091 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5223094.500000 Penalty: 3460.350830
	Iteration 38Q: 3 clusters Score -5223094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -5223100.000000 Penalty: 3460.350830
	Iteration 39Q: 3 clusters Score -5223100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5223095.500000 Penalty: 3460.350830
	Iteration 40F: 3 clusters Score -5223096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5223098.000000 Penalty: 3460.350830
	Iteration 41Q: 3 clusters Score -5223098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5223110.000000 Penalty: 3460.350830
	Iteration 42Q: 3 clusters Score -5223110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5223108.500000 Penalty: 3460.350830
	Iteration 43Q: 3 clusters Score -5223108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5223117.500000 Penalty: 3460.350830
	Iteration 44Q: 3 clusters Score -5223118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5223115.500000 Penalty: 3460.350830
	Iteration 45Q: 3 clusters Score -5223116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5223111.000000 Penalty: 3460.350830
	Iteration 46Q: 3 clusters Score -5223111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5223119.000000 Penalty: 3460.350830
	Iteration 47Q: 3 clusters Score -5223119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5223122.000000 Penalty: 3460.350830
	Iteration 48Q: 3 clusters Score -5223122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5223114.500000 Penalty: 3460.350830
	Iteration 49Q: 3 clusters Score -5223114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5223121.500000 Penalty: 3460.350830
	Iteration 50Q: 3 clusters Score -5223122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5223126.000000 Penalty: 3460.350830
	Iteration 51Q: 3 clusters Score -5223126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5223130.500000 Penalty: 3460.350830
	Iteration 52Q: 3 clusters Score -5223130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -5223139.000000 Penalty: 3460.350830
	Iteration 53Q: 3 clusters Score -5223139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5223149.000000 Penalty: 3460.350830
	Iteration 54Q: 3 clusters Score -5223149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5223160.000000 Penalty: 3460.350830
	Iteration 55Q: 3 clusters Score -5223160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5223164.000000 Penalty: 3460.350830
	Iteration 56Q: 3 clusters Score -5223164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5223164.000000 Penalty: 3460.350830
	Iteration 57Q: 3 clusters Score -5223164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5223169.500000 Penalty: 3460.350830
	Iteration 58Q: 3 clusters Score -5223170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5223163.500000 Penalty: 3460.350830
	Iteration 59Q: 3 clusters Score -5223164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5223163.500000 Penalty: 3460.350830
	Iteration 60F: 3 clusters Score -5223164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5223165.500000 Penalty: 3460.350830
	Iteration 61Q: 3 clusters Score -5223166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5223162.500000 Penalty: 3460.350830
	Iteration 62Q: 3 clusters Score -5223162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5223166.500000 Penalty: 3460.350830
	Iteration 63Q: 3 clusters Score -5223166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5223167.500000 Penalty: 3460.350830
	Iteration 64Q: 3 clusters Score -5223168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5223166.000000 Penalty: 3460.350830
	Iteration 65Q: 3 clusters Score -5223166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5223166.000000 Penalty: 3460.350830
	Iteration 66F: 3 clusters Score -5223166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Entering Unmasked Estep 
Score: -7389921.000000 Penalty: 1788.195679
	Iteration 0F: 2 clusters Score -7389921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -7349810.500000 Penalty: 3576.391357
	Iteration 0F: 3 clusters Score -7349810 nChanged 28345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -7366084.000000 Penalty: 3576.391357
	Iteration 1F: 3 clusters Score -7366084 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -7366796.000000 Penalty: 3576.391357
	Iteration 2Q: 3 clusters Score -7366796 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -7367757.000000 Penalty: 3576.391357
	Iteration 3Q: 3 clusters Score -7367757 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -7369343.000000 Penalty: 3576.391357
	Iteration 4Q: 3 clusters Score -7369343 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -7371877.500000 Penalty: 3576.391357
	Iteration 5F: 3 clusters Score -7371878 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -7375555.500000 Penalty: 3576.391357
	Iteration 6F: 3 clusters Score -7375556 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -7379472.500000 Penalty: 3576.391357
	Iteration 7F: 3 clusters Score -7379472 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -7382492.500000 Penalty: 3576.391357
	Iteration 8F: 3 clusters Score -7382492 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -7384074.500000 Penalty: 3576.391357
	Iteration 9Q: 3 clusters Score -7384074 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -7384975.500000 Penalty: 3576.391357
	Iteration 10Q: 3 clusters Score -7384976 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -7385619.500000 Penalty: 3576.391357
	Iteration 11Q: 3 clusters Score -7385620 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -7386147.500000 Penalty: 3576.391357
	Iteration 12Q: 3 clusters Score -7386148 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -7386556.500000 Penalty: 3576.391357
	Iteration 13Q: 3 clusters Score -7386556 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -7386795.500000 Penalty: 3576.391357
	Iteration 14Q: 3 clusters Score -7386796 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -7387006.500000 Penalty: 3576.391357
	Iteration 15Q: 3 clusters Score -7387006 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -7387180.000000 Penalty: 3576.391357
	Iteration 16Q: 3 clusters Score -7387180 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -7387311.500000 Penalty: 3576.391357
	Iteration 17Q: 3 clusters Score -7387312 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -7387446.000000 Penalty: 3576.391357
	Iteration 18Q: 3 clusters Score -7387446 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -7387581.000000 Penalty: 3576.391357
	Iteration 19Q: 3 clusters Score -7387581 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -7387673.500000 Penalty: 3576.391357
	Iteration 20F: 3 clusters Score -7387674 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -7387744.500000 Penalty: 3576.391357
	Iteration 21Q: 3 clusters Score -7387744 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -7387821.500000 Penalty: 3576.391357
	Iteration 22Q: 3 clusters Score -7387822 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -7387899.500000 Penalty: 3576.391357
	Iteration 23Q: 3 clusters Score -7387900 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -7387977.000000 Penalty: 3576.391357
	Iteration 24Q: 3 clusters Score -7387977 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -7388054.000000 Penalty: 3576.391357
	Iteration 25Q: 3 clusters Score -7388054 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -7388111.000000 Penalty: 3576.391357
	Iteration 26Q: 3 clusters Score -7388111 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -7388165.000000 Penalty: 3576.391357
	Iteration 27Q: 3 clusters Score -7388165 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -7388200.500000 Penalty: 3576.391357
	Iteration 28Q: 3 clusters Score -7388200 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -7388242.500000 Penalty: 3576.391357
	Iteration 29Q: 3 clusters Score -7388242 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -7388253.500000 Penalty: 3576.391357
	Iteration 30Q: 3 clusters Score -7388254 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -7388301.500000 Penalty: 3576.391357
	Iteration 31Q: 3 clusters Score -7388302 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -7388327.000000 Penalty: 3576.391357
	Iteration 32Q: 3 clusters Score -7388327 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -7388364.500000 Penalty: 3576.391357
	Iteration 33Q: 3 clusters Score -7388364 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -7388392.000000 Penalty: 3576.391357
	Iteration 34Q: 3 clusters Score -7388392 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -7388398.500000 Penalty: 3576.391357
	Iteration 35Q: 3 clusters Score -7388398 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -7388412.000000 Penalty: 3576.391357
	Iteration 36Q: 3 clusters Score -7388412 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -7388421.500000 Penalty: 3576.391357
	Iteration 37Q: 3 clusters Score -7388422 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -7388449.000000 Penalty: 3576.391357
	Iteration 38Q: 3 clusters Score -7388449 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50595 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -7388483.500000 Penalty: 3576.391357
	Iteration 39Q: 3 clusters Score -7388484 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -7388462.000000 Penalty: 3576.391357
	Iteration 40F: 3 clusters Score -7388462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -7388473.500000 Penalty: 3576.391357
	Iteration 41Q: 3 clusters Score -7388474 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -7388487.500000 Penalty: 3576.391357
	Iteration 42Q: 3 clusters Score -7388488 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -7388478.500000 Penalty: 3576.391357
	Iteration 43Q: 3 clusters Score -7388478 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -7388491.500000 Penalty: 3576.391357
	Iteration 44Q: 3 clusters Score -7388492 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -7388513.500000 Penalty: 3576.391357
	Iteration 45Q: 3 clusters Score -7388514 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -7388521.000000 Penalty: 3576.391357
	Iteration 46Q: 3 clusters Score -7388521 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -7388534.000000 Penalty: 3576.391357
	Iteration 47Q: 3 clusters Score -7388534 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -7388545.500000 Penalty: 3576.391357
	Iteration 48Q: 3 clusters Score -7388546 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -7388534.500000 Penalty: 3576.391357
	Iteration 49Q: 3 clusters Score -7388534 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -7388557.000000 Penalty: 3576.391357
	Iteration 50Q: 3 clusters Score -7388557 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -7388550.500000 Penalty: 3576.391357
	Iteration 51Q: 3 clusters Score -7388550 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -7388580.500000 Penalty: 3576.391357
	Iteration 52Q: 3 clusters Score -7388580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -7388579.500000 Penalty: 3576.391357
	Iteration 53Q: 3 clusters Score -7388580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -7388605.000000 Penalty: 3576.391357
	Iteration 54Q: 3 clusters Score -7388605 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -7388610.000000 Penalty: 3576.391357
	Iteration 55Q: 3 clusters Score -7388610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -7388616.500000 Penalty: 3576.391357
	Iteration 56Q: 3 clusters Score -7388616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52061 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -7388608.500000 Penalty: 3576.391357
	Iteration 57Q: 3 clusters Score -7388608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -7388606.500000 Penalty: 3576.391357
	Iteration 58Q: 3 clusters Score -7388606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -7388612.000000 Penalty: 3576.391357
	Iteration 59Q: 3 clusters Score -7388612 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -7388628.500000 Penalty: 3576.391357
	Iteration 60F: 3 clusters Score -7388628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -7388638.500000 Penalty: 3576.391357
	Iteration 61Q: 3 clusters Score -7388638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -7388638.500000 Penalty: 3576.391357
	Iteration 62Q: 3 clusters Score -7388638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -7388654.000000 Penalty: 3576.391357
	Iteration 63Q: 3 clusters Score -7388654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -7388656.500000 Penalty: 3576.391357
	Iteration 64Q: 3 clusters Score -7388656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -7388664.500000 Penalty: 3576.391357
	Iteration 65Q: 3 clusters Score -7388664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -7388655.000000 Penalty: 3576.391357
	Iteration 66Q: 3 clusters Score -7388655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -7388663.000000 Penalty: 3576.391357
	Iteration 67Q: 3 clusters Score -7388663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -7388661.000000 Penalty: 3576.391357
	Iteration 68Q: 3 clusters Score -7388661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -7388662.000000 Penalty: 3576.391357
	Iteration 69Q: 3 clusters Score -7388662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -7388663.000000 Penalty: 3576.391357
	Iteration 70Q: 3 clusters Score -7388663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -7388656.500000 Penalty: 3576.391357
	Iteration 71Q: 3 clusters Score -7388656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -7388659.500000 Penalty: 3576.391357
	Iteration 72Q: 3 clusters Score -7388660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -7388659.500000 Penalty: 3576.391357
	Iteration 73F: 3 clusters Score -7388660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (74860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74860 members 
Entering Unmasked Estep 
Score: -9310976.000000 Penalty: 1823.798462
	Iteration 0F: 2 clusters Score -9310976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -9261730.000000 Penalty: 3647.596924
	Iteration 0F: 3 clusters Score -9261730 nChanged 35566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -9282216.000000 Penalty: 3647.596924
	Iteration 1F: 3 clusters Score -9282216 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -9283174.000000 Penalty: 3647.596924
	Iteration 2Q: 3 clusters Score -9283174 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -9284777.000000 Penalty: 3647.596924
	Iteration 3Q: 3 clusters Score -9284777 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -9287684.000000 Penalty: 3647.596924
	Iteration 4F: 3 clusters Score -9287684 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -9292138.000000 Penalty: 3647.596924
	Iteration 5F: 3 clusters Score -9292138 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -9297723.000000 Penalty: 3647.596924
	Iteration 6F: 3 clusters Score -9297723 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -9301885.000000 Penalty: 3647.596924
	Iteration 7F: 3 clusters Score -9301885 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -9303207.000000 Penalty: 3647.596924
	Iteration 8Q: 3 clusters Score -9303207 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -9303578.000000 Penalty: 3647.596924
	Iteration 9Q: 3 clusters Score -9303578 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 56522 members 
Entering Unmasked Estep 
Score: -9303677.000000 Penalty: 3647.596924
	Iteration 10Q: 3 clusters Score -9303677 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 56439 members 
Entering Unmasked Estep 
Score: -9303707.000000 Penalty: 3647.596924
	Iteration 11Q: 3 clusters Score -9303707 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 56306 members 
Entering Unmasked Estep 
Score: -9303752.000000 Penalty: 3647.596924
	Iteration 12Q: 3 clusters Score -9303752 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -9303727.000000 Penalty: 3647.596924
	Iteration 13Q: 3 clusters Score -9303727 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -9303713.000000 Penalty: 3647.596924
	Iteration 14Q: 3 clusters Score -9303713 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -9303659.000000 Penalty: 3647.596924
	Iteration 15Q: 3 clusters Score -9303659 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -9303586.000000 Penalty: 3647.596924
	Iteration 16Q: 3 clusters Score -9303586 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -9303555.000000 Penalty: 3647.596924
	Iteration 17Q: 3 clusters Score -9303555 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 54380 members 
Entering Unmasked Estep 
Score: -9303518.000000 Penalty: 3647.596924
	Iteration 18Q: 3 clusters Score -9303518 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -9303413.000000 Penalty: 3647.596924
	Iteration 19Q: 3 clusters Score -9303413 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 53271 members 
Entering Unmasked Estep 
Score: -9303296.000000 Penalty: 3647.596924
	Iteration 20F: 3 clusters Score -9303296 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -9303226.000000 Penalty: 3647.596924
	Iteration 21Q: 3 clusters Score -9303226 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -9303118.000000 Penalty: 3647.596924
	Iteration 22Q: 3 clusters Score -9303118 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -9302960.000000 Penalty: 3647.596924
	Iteration 23Q: 3 clusters Score -9302960 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -9302927.000000 Penalty: 3647.596924
	Iteration 24Q: 3 clusters Score -9302927 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -9302901.000000 Penalty: 3647.596924
	Iteration 25Q: 3 clusters Score -9302901 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -9302881.000000 Penalty: 3647.596924
	Iteration 26Q: 3 clusters Score -9302881 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -9302826.000000 Penalty: 3647.596924
	Iteration 27Q: 3 clusters Score -9302826 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -9302860.000000 Penalty: 3647.596924
	Iteration 28Q: 3 clusters Score -9302860 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -9302902.000000 Penalty: 3647.596924
	Iteration 29Q: 3 clusters Score -9302902 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -9302973.000000 Penalty: 3647.596924
	Iteration 30Q: 3 clusters Score -9302973 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -9302993.000000 Penalty: 3647.596924
	Iteration 31Q: 3 clusters Score -9302993 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -9303128.000000 Penalty: 3647.596924
	Iteration 32Q: 3 clusters Score -9303128 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -9303223.000000 Penalty: 3647.596924
	Iteration 33Q: 3 clusters Score -9303223 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -9303327.000000 Penalty: 3647.596924
	Iteration 34Q: 3 clusters Score -9303327 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -9303399.000000 Penalty: 3647.596924
	Iteration 35Q: 3 clusters Score -9303399 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -9303477.000000 Penalty: 3647.596924
	Iteration 36Q: 3 clusters Score -9303477 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -9303555.000000 Penalty: 3647.596924
	Iteration 37Q: 3 clusters Score -9303555 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -9303636.000000 Penalty: 3647.596924
	Iteration 38Q: 3 clusters Score -9303636 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -9303648.000000 Penalty: 3647.596924
	Iteration 39Q: 3 clusters Score -9303648 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -9303685.000000 Penalty: 3647.596924
	Iteration 40F: 3 clusters Score -9303685 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -9303751.000000 Penalty: 3647.596924
	Iteration 41Q: 3 clusters Score -9303751 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -9303784.000000 Penalty: 3647.596924
	Iteration 42Q: 3 clusters Score -9303784 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -9303827.000000 Penalty: 3647.596924
	Iteration 43Q: 3 clusters Score -9303827 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -9303814.000000 Penalty: 3647.596924
	Iteration 44Q: 3 clusters Score -9303814 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -9303855.000000 Penalty: 3647.596924
	Iteration 45Q: 3 clusters Score -9303855 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -9303857.000000 Penalty: 3647.596924
	Iteration 46Q: 3 clusters Score -9303857 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -9303872.000000 Penalty: 3647.596924
	Iteration 47Q: 3 clusters Score -9303872 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -9303881.000000 Penalty: 3647.596924
	Iteration 48Q: 3 clusters Score -9303881 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -9303882.000000 Penalty: 3647.596924
	Iteration 49Q: 3 clusters Score -9303882 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -9303885.000000 Penalty: 3647.596924
	Iteration 50Q: 3 clusters Score -9303885 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -9303876.000000 Penalty: 3647.596924
	Iteration 51Q: 3 clusters Score -9303876 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -9303913.000000 Penalty: 3647.596924
	Iteration 52Q: 3 clusters Score -9303913 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -9303944.000000 Penalty: 3647.596924
	Iteration 53Q: 3 clusters Score -9303944 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -9303924.000000 Penalty: 3647.596924
	Iteration 54Q: 3 clusters Score -9303924 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -9303958.000000 Penalty: 3647.596924
	Iteration 55Q: 3 clusters Score -9303958 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -9303974.000000 Penalty: 3647.596924
	Iteration 56Q: 3 clusters Score -9303974 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -9304000.000000 Penalty: 3647.596924
	Iteration 57Q: 3 clusters Score -9304000 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -9304012.000000 Penalty: 3647.596924
	Iteration 58Q: 3 clusters Score -9304012 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -9304051.000000 Penalty: 3647.596924
	Iteration 59Q: 3 clusters Score -9304051 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -9304091.000000 Penalty: 3647.596924
	Iteration 60F: 3 clusters Score -9304091 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -9304131.000000 Penalty: 3647.596924
	Iteration 61Q: 3 clusters Score -9304131 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -9304171.000000 Penalty: 3647.596924
	Iteration 62Q: 3 clusters Score -9304171 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -9304224.000000 Penalty: 3647.596924
	Iteration 63Q: 3 clusters Score -9304224 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -9304231.000000 Penalty: 3647.596924
	Iteration 64Q: 3 clusters Score -9304231 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -9304256.000000 Penalty: 3647.596924
	Iteration 65Q: 3 clusters Score -9304256 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -9304332.000000 Penalty: 3647.596924
	Iteration 66Q: 3 clusters Score -9304332 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -9304412.000000 Penalty: 3647.596924
	Iteration 67Q: 3 clusters Score -9304412 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -9304478.000000 Penalty: 3647.596924
	Iteration 68Q: 3 clusters Score -9304478 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -9304653.000000 Penalty: 3647.596924
	Iteration 69Q: 3 clusters Score -9304653 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -9304750.000000 Penalty: 3647.596924
	Iteration 70Q: 3 clusters Score -9304750 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -9304846.000000 Penalty: 3647.596924
	Iteration 71Q: 3 clusters Score -9304846 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59077 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -9304916.000000 Penalty: 3647.596924
	Iteration 72Q: 3 clusters Score -9304916 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -9305042.000000 Penalty: 3647.596924
	Iteration 73Q: 3 clusters Score -9305042 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -9305228.000000 Penalty: 3647.596924
	Iteration 74Q: 3 clusters Score -9305228 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62004 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -9305373.000000 Penalty: 3647.596924
	Iteration 75Q: 3 clusters Score -9305373 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -9305596.000000 Penalty: 3647.596924
	Iteration 76Q: 3 clusters Score -9305596 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -9305829.000000 Penalty: 3647.596924
	Iteration 77Q: 3 clusters Score -9305829 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -9306033.000000 Penalty: 3647.596924
	Iteration 78Q: 3 clusters Score -9306033 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -9306224.000000 Penalty: 3647.596924
	Iteration 79Q: 3 clusters Score -9306224 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67248 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -9306539.000000 Penalty: 3647.596924
	Iteration 80F: 3 clusters Score -9306539 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68275 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -9306949.000000 Penalty: 3647.596924
	Iteration 81Q: 3 clusters Score -9306949 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -9307361.000000 Penalty: 3647.596924
	Iteration 82Q: 3 clusters Score -9307361 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70059 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -9307770.000000 Penalty: 3647.596924
	Iteration 83Q: 3 clusters Score -9307770 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70756 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -9308112.000000 Penalty: 3647.596924
	Iteration 84Q: 3 clusters Score -9308112 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71333 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -9308349.000000 Penalty: 3647.596924
	Iteration 85Q: 3 clusters Score -9308349 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -9308534.000000 Penalty: 3647.596924
	Iteration 86Q: 3 clusters Score -9308534 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72148 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -9308690.000000 Penalty: 3647.596924
	Iteration 87Q: 3 clusters Score -9308690 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -9308818.000000 Penalty: 3647.596924
	Iteration 88Q: 3 clusters Score -9308818 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72712 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -9308942.000000 Penalty: 3647.596924
	Iteration 89Q: 3 clusters Score -9308942 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -9309024.000000 Penalty: 3647.596924
	Iteration 90Q: 3 clusters Score -9309024 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73079 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -9309058.000000 Penalty: 3647.596924
	Iteration 91Q: 3 clusters Score -9309058 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73221 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -9309127.000000 Penalty: 3647.596924
	Iteration 92Q: 3 clusters Score -9309127 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -9309166.000000 Penalty: 3647.596924
	Iteration 93Q: 3 clusters Score -9309166 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -9309217.000000 Penalty: 3647.596924
	Iteration 94Q: 3 clusters Score -9309217 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73541 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9309251.000000 Penalty: 3647.596924
	Iteration 95Q: 3 clusters Score -9309251 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73615 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -9309279.000000 Penalty: 3647.596924
	Iteration 96Q: 3 clusters Score -9309279 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73676 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9309306.000000 Penalty: 3647.596924
	Iteration 97Q: 3 clusters Score -9309306 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -9309331.000000 Penalty: 3647.596924
	Iteration 98Q: 3 clusters Score -9309331 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73782 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -9309354.000000 Penalty: 3647.596924
	Iteration 99Q: 3 clusters Score -9309354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9309368.000000 Penalty: 3647.596924
	Iteration 100F: 3 clusters Score -9309368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73855 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9309356.000000 Penalty: 3647.596924
	Iteration 101Q: 3 clusters Score -9309356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73893 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9309390.000000 Penalty: 3647.596924
	Iteration 102Q: 3 clusters Score -9309390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73919 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -9309408.000000 Penalty: 3647.596924
	Iteration 103Q: 3 clusters Score -9309408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73951 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9309427.000000 Penalty: 3647.596924
	Iteration 104Q: 3 clusters Score -9309427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73974 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9309429.000000 Penalty: 3647.596924
	Iteration 105Q: 3 clusters Score -9309429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73992 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9309438.000000 Penalty: 3647.596924
	Iteration 106Q: 3 clusters Score -9309438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74015 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -9309463.000000 Penalty: 3647.596924
	Iteration 107Q: 3 clusters Score -9309463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74044 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9309471.000000 Penalty: 3647.596924
	Iteration 108Q: 3 clusters Score -9309471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74063 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9309494.000000 Penalty: 3647.596924
	Iteration 109Q: 3 clusters Score -9309494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74086 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9309514.000000 Penalty: 3647.596924
	Iteration 110Q: 3 clusters Score -9309514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9309514.000000 Penalty: 3647.596924
	Iteration 111Q: 3 clusters Score -9309514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74120 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9309511.000000 Penalty: 3647.596924
	Iteration 112Q: 3 clusters Score -9309511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9309521.000000 Penalty: 3647.596924
	Iteration 113Q: 3 clusters Score -9309521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74145 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9309532.000000 Penalty: 3647.596924
	Iteration 114Q: 3 clusters Score -9309532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9309521.000000 Penalty: 3647.596924
	Iteration 115Q: 3 clusters Score -9309521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74154 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9309531.000000 Penalty: 3647.596924
	Iteration 116Q: 3 clusters Score -9309531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9309530.000000 Penalty: 3647.596924
	Iteration 117Q: 3 clusters Score -9309530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74159 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9309536.000000 Penalty: 3647.596924
	Iteration 118Q: 3 clusters Score -9309536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74163 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9309534.000000 Penalty: 3647.596924
	Iteration 119Q: 3 clusters Score -9309534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74164 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9309537.000000 Penalty: 3647.596924
	Iteration 120F: 3 clusters Score -9309537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -235652.156250 Penalty: 1227.919556
	Iteration 0F: 2 clusters Score -235652.2 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 976 members 
Entering Unmasked Estep 
Score: -233608.671875 Penalty: 2455.839111
	Iteration 0F: 3 clusters Score -233608.7 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -234049.296875 Penalty: 2455.839111
	Iteration 1F: 3 clusters Score -234049.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -234139.968750 Penalty: 2455.839111
	Iteration 2F: 3 clusters Score -234140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -234189.593750 Penalty: 2455.839111
	Iteration 3Q: 3 clusters Score -234189.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -234217.000000 Penalty: 2455.839111
	Iteration 4Q: 3 clusters Score -234217 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -234244.250000 Penalty: 2455.839111
	Iteration 5Q: 3 clusters Score -234244.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -234275.265625 Penalty: 2455.839111
	Iteration 6Q: 3 clusters Score -234275.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -234293.046875 Penalty: 2455.839111
	Iteration 7Q: 3 clusters Score -234293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -234305.515625 Penalty: 2455.839111
	Iteration 8Q: 3 clusters Score -234305.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -234315.953125 Penalty: 2455.839111
	Iteration 9Q: 3 clusters Score -234316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -234323.312500 Penalty: 2455.839111
	Iteration 10Q: 3 clusters Score -234323.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -234326.500000 Penalty: 2455.839111
	Iteration 11Q: 3 clusters Score -234326.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -234328.046875 Penalty: 2455.839111
	Iteration 12Q: 3 clusters Score -234328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -234331.953125 Penalty: 2455.839111
	Iteration 13Q: 3 clusters Score -234332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -234337.843750 Penalty: 2455.839111
	Iteration 14Q: 3 clusters Score -234337.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -234345.109375 Penalty: 2455.839111
	Iteration 15Q: 3 clusters Score -234345.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -234352.156250 Penalty: 2455.839111
	Iteration 16Q: 3 clusters Score -234352.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -234355.546875 Penalty: 2455.839111
	Iteration 17Q: 3 clusters Score -234355.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -234359.171875 Penalty: 2455.839111
	Iteration 18Q: 3 clusters Score -234359.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -234360.375000 Penalty: 2455.839111
	Iteration 19Q: 3 clusters Score -234360.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -234360.375000 Penalty: 2455.839111
	Iteration 20F: 3 clusters Score -234360.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Entering Unmasked Estep 
Score: -1232811.000000 Penalty: 1493.529907
	Iteration 0F: 2 clusters Score -1232811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1225714.750000 Penalty: 2987.059814
	Iteration 0F: 3 clusters Score -1225715 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1227976.625000 Penalty: 2987.059814
	Iteration 1F: 3 clusters Score -1227977 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1228208.750000 Penalty: 2987.059814
	Iteration 2F: 3 clusters Score -1228209 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1228413.000000 Penalty: 2987.059814
	Iteration 3Q: 3 clusters Score -1228413 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1228584.250000 Penalty: 2987.059814
	Iteration 4Q: 3 clusters Score -1228584 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1228728.125000 Penalty: 2987.059814
	Iteration 5Q: 3 clusters Score -1228728 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1228876.125000 Penalty: 2987.059814
	Iteration 6Q: 3 clusters Score -1228876 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1229062.875000 Penalty: 2987.059814
	Iteration 7Q: 3 clusters Score -1229063 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1229265.250000 Penalty: 2987.059814
	Iteration 8Q: 3 clusters Score -1229265 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1229496.375000 Penalty: 2987.059814
	Iteration 9Q: 3 clusters Score -1229496 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1229713.625000 Penalty: 2987.059814
	Iteration 10Q: 3 clusters Score -1229714 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1229923.000000 Penalty: 2987.059814
	Iteration 11Q: 3 clusters Score -1229923 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1230114.750000 Penalty: 2987.059814
	Iteration 12Q: 3 clusters Score -1230115 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1230274.500000 Penalty: 2987.059814
	Iteration 13Q: 3 clusters Score -1230274 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1230415.625000 Penalty: 2987.059814
	Iteration 14Q: 3 clusters Score -1230416 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1230523.500000 Penalty: 2987.059814
	Iteration 15Q: 3 clusters Score -1230524 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1230616.875000 Penalty: 2987.059814
	Iteration 16Q: 3 clusters Score -1230617 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1230692.375000 Penalty: 2987.059814
	Iteration 17Q: 3 clusters Score -1230692 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1230760.375000 Penalty: 2987.059814
	Iteration 18Q: 3 clusters Score -1230760 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1230818.875000 Penalty: 2987.059814
	Iteration 19Q: 3 clusters Score -1230819 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1230874.375000 Penalty: 2987.059814
	Iteration 20F: 3 clusters Score -1230874 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1230931.875000 Penalty: 2987.059814
	Iteration 21Q: 3 clusters Score -1230932 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1230974.250000 Penalty: 2987.059814
	Iteration 22Q: 3 clusters Score -1230974 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1231008.250000 Penalty: 2987.059814
	Iteration 23Q: 3 clusters Score -1231008 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1231046.375000 Penalty: 2987.059814
	Iteration 24Q: 3 clusters Score -1231046 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1231093.500000 Penalty: 2987.059814
	Iteration 25Q: 3 clusters Score -1231094 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1231136.250000 Penalty: 2987.059814
	Iteration 26Q: 3 clusters Score -1231136 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1231188.500000 Penalty: 2987.059814
	Iteration 27Q: 3 clusters Score -1231188 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1231236.125000 Penalty: 2987.059814
	Iteration 28Q: 3 clusters Score -1231236 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1231282.625000 Penalty: 2987.059814
	Iteration 29Q: 3 clusters Score -1231283 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1231322.000000 Penalty: 2987.059814
	Iteration 30Q: 3 clusters Score -1231322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1231353.875000 Penalty: 2987.059814
	Iteration 31Q: 3 clusters Score -1231354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1231383.625000 Penalty: 2987.059814
	Iteration 32Q: 3 clusters Score -1231384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1231419.750000 Penalty: 2987.059814
	Iteration 33Q: 3 clusters Score -1231420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1231440.000000 Penalty: 2987.059814
	Iteration 34Q: 3 clusters Score -1231440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1231456.250000 Penalty: 2987.059814
	Iteration 35Q: 3 clusters Score -1231456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1231469.000000 Penalty: 2987.059814
	Iteration 36Q: 3 clusters Score -1231469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1231475.375000 Penalty: 2987.059814
	Iteration 37Q: 3 clusters Score -1231475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1231483.250000 Penalty: 2987.059814
	Iteration 38Q: 3 clusters Score -1231483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1231496.625000 Penalty: 2987.059814
	Iteration 39Q: 3 clusters Score -1231497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1231508.750000 Penalty: 2987.059814
	Iteration 40F: 3 clusters Score -1231509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1231519.250000 Penalty: 2987.059814
	Iteration 41Q: 3 clusters Score -1231519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1231534.625000 Penalty: 2987.059814
	Iteration 42Q: 3 clusters Score -1231535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1231542.250000 Penalty: 2987.059814
	Iteration 43Q: 3 clusters Score -1231542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1231544.750000 Penalty: 2987.059814
	Iteration 44Q: 3 clusters Score -1231545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1231548.375000 Penalty: 2987.059814
	Iteration 45Q: 3 clusters Score -1231548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1231553.625000 Penalty: 2987.059814
	Iteration 46Q: 3 clusters Score -1231554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1231558.625000 Penalty: 2987.059814
	Iteration 47Q: 3 clusters Score -1231559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1231564.750000 Penalty: 2987.059814
	Iteration 48Q: 3 clusters Score -1231565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1231564.625000 Penalty: 2987.059814
	Iteration 49Q: 3 clusters Score -1231565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1231565.625000 Penalty: 2987.059814
	Iteration 50Q: 3 clusters Score -1231566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1231568.500000 Penalty: 2987.059814
	Iteration 51Q: 3 clusters Score -1231568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1231574.000000 Penalty: 2987.059814
	Iteration 52Q: 3 clusters Score -1231574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1231576.000000 Penalty: 2987.059814
	Iteration 53Q: 3 clusters Score -1231576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1231577.000000 Penalty: 2987.059814
	Iteration 54Q: 3 clusters Score -1231577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1231578.250000 Penalty: 2987.059814
	Iteration 55Q: 3 clusters Score -1231578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1231582.000000 Penalty: 2987.059814
	Iteration 56Q: 3 clusters Score -1231582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1231585.250000 Penalty: 2987.059814
	Iteration 57Q: 3 clusters Score -1231585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1231592.250000 Penalty: 2987.059814
	Iteration 58Q: 3 clusters Score -1231592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1231594.500000 Penalty: 2987.059814
	Iteration 59Q: 3 clusters Score -1231594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1231594.500000 Penalty: 2987.059814
	Iteration 60F: 3 clusters Score -1231594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1231598.125000 Penalty: 2987.059814
	Iteration 61Q: 3 clusters Score -1231598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1231600.125000 Penalty: 2987.059814
	Iteration 62Q: 3 clusters Score -1231600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1231600.125000 Penalty: 2987.059814
	Iteration 63Q: 3 clusters Score -1231600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1231600.125000 Penalty: 2987.059814
	Iteration 64F: 3 clusters Score -1231600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 70136 members 
Mstep: Class 3 contains 41119 members 
Mstep: Class 5 contains 28306 members 
Mstep: Class 7 contains 36460 members 
Mstep: Class 8 contains 85474 members 
Mstep: Class 9 contains 18114 members 
Mstep: Class 10 contains 69107 members 
Mstep: Class 13 contains 61694 members 
Mstep: Class 14 contains 16801 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 42076 members 
Mstep: Class 20 contains 60131 members 
Mstep: Class 22 contains 74860 members 
Mstep: Class 23 contains 1913 members 
Mstep: Class 24 contains 9808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75548128.000000 Penalty: 36850.429688
Iteration 39Q: 18 clusters Score -7.554813e+07 nChanged 10282
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 70218 members 
Mstep: Class 3 contains 41640 members 
Mstep: Class 5 contains 28959 members 
Mstep: Class 7 contains 36696 members 
Mstep: Class 8 contains 84870 members 
Mstep: Class 9 contains 18244 members 
Mstep: Class 10 contains 69329 members 
Mstep: Class 13 contains 62526 members 
Mstep: Class 14 contains 16386 members 
Mstep: Class 15 contains 2756 members 
Mstep: Class 17 contains 932 members 
Mstep: Class 18 contains 42234 members 
Mstep: Class 20 contains 58475 members 
Mstep: Class 22 contains 75632 members 
Mstep: Class 23 contains 1874 members 
Mstep: Class 24 contains 8985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75549864.000000 Penalty: 36850.429688
Iteration 40F: 18 clusters Score -7.554986e+07 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 70254 members 
Mstep: Class 3 contains 42093 members 
Mstep: Class 5 contains 29816 members 
Mstep: Class 7 contains 36932 members 
Mstep: Class 8 contains 84249 members 
Mstep: Class 9 contains 18269 members 
Mstep: Class 10 contains 69560 members 
Mstep: Class 13 contains 63467 members 
Mstep: Class 14 contains 15915 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 17 contains 896 members 
Mstep: Class 18 contains 42258 members 
Mstep: Class 20 contains 57181 members 
Mstep: Class 22 contains 76044 members 
Mstep: Class 23 contains 1819 members 
Mstep: Class 24 contains 8226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75551336.000000 Penalty: 36850.429688
Iteration 41Q: 18 clusters Score -7.555134e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 70269 members 
Mstep: Class 3 contains 42598 members 
Mstep: Class 5 contains 30619 members 
Mstep: Class 7 contains 37172 members 
Mstep: Class 8 contains 83500 members 
Mstep: Class 9 contains 18270 members 
Mstep: Class 10 contains 69817 members 
Mstep: Class 13 contains 64304 members 
Mstep: Class 14 contains 15449 members 
Mstep: Class 15 contains 2681 members 
Mstep: Class 17 contains 867 members 
Mstep: Class 18 contains 42321 members 
Mstep: Class 20 contains 55998 members 
Mstep: Class 22 contains 76493 members 
Mstep: Class 23 contains 1768 members 
Mstep: Class 24 contains 7519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75552616.000000 Penalty: 36850.429688
Iteration 42Q: 18 clusters Score -7.555262e+07 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 70261 members 
Mstep: Class 3 contains 43089 members 
Mstep: Class 5 contains 31390 members 
Mstep: Class 7 contains 37384 members 
Mstep: Class 8 contains 82819 members 
Mstep: Class 9 contains 18240 members 
Mstep: Class 10 contains 70063 members 
Mstep: Class 13 contains 65053 members 
Mstep: Class 14 contains 15024 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 17 contains 847 members 
Mstep: Class 18 contains 42384 members 
Mstep: Class 20 contains 54918 members 
Mstep: Class 22 contains 76794 members 
Mstep: Class 23 contains 1711 members 
Mstep: Class 24 contains 6954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75553496.000000 Penalty: 36850.429688
Iteration 43Q: 18 clusters Score -7.55535e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 70304 members 
Mstep: Class 3 contains 43573 members 
Mstep: Class 5 contains 32121 members 
Mstep: Class 7 contains 37553 members 
Mstep: Class 8 contains 82227 members 
Mstep: Class 9 contains 18179 members 
Mstep: Class 10 contains 70163 members 
Mstep: Class 13 contains 65794 members 
Mstep: Class 14 contains 14560 members 
Mstep: Class 15 contains 2609 members 
Mstep: Class 17 contains 840 members 
Mstep: Class 18 contains 42475 members 
Mstep: Class 20 contains 53948 members 
Mstep: Class 22 contains 77012 members 
Mstep: Class 23 contains 1668 members 
Mstep: Class 24 contains 6466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75554512.000000 Penalty: 36850.429688
Iteration 44Q: 18 clusters Score -7.555451e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 70356 members 
Mstep: Class 3 contains 44060 members 
Mstep: Class 5 contains 32755 members 
Mstep: Class 7 contains 37741 members 
Mstep: Class 8 contains 81601 members 
Mstep: Class 9 contains 18099 members 
Mstep: Class 10 contains 70273 members 
Mstep: Class 13 contains 66449 members 
Mstep: Class 14 contains 14088 members 
Mstep: Class 15 contains 2578 members 
Mstep: Class 17 contains 836 members 
Mstep: Class 18 contains 42537 members 
Mstep: Class 20 contains 53045 members 
Mstep: Class 22 contains 77276 members 
Mstep: Class 23 contains 1631 members 
Mstep: Class 24 contains 6105 members 
Entering Unmasked Estep 
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Score: -75555440.000000 Penalty: 36850.429688
Iteration 45Q: 18 clusters Score -7.555544e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 70374 members 
Mstep: Class 3 contains 44468 members 
Mstep: Class 5 contains 33335 members 
Mstep: Class 7 contains 37881 members 
Mstep: Class 8 contains 81003 members 
Mstep: Class 9 contains 17996 members 
Mstep: Class 10 contains 70371 members 
Mstep: Class 13 contains 67096 members 
Mstep: Class 14 contains 13695 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 17 contains 836 members 
Mstep: Class 18 contains 42582 members 
Mstep: Class 20 contains 52243 members 
Mstep: Class 22 contains 77548 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75556384.000000 Penalty: 36850.429688
Iteration 46Q: 18 clusters Score -7.555638e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 70416 members 
Mstep: Class 3 contains 44805 members 
Mstep: Class 5 contains 33865 members 
Mstep: Class 7 contains 38028 members 
Mstep: Class 8 contains 80489 members 
Mstep: Class 9 contains 17883 members 
Mstep: Class 10 contains 70413 members 
Mstep: Class 13 contains 67720 members 
Mstep: Class 14 contains 13340 members 
Mstep: Class 15 contains 2529 members 
Mstep: Class 17 contains 834 members 
Mstep: Class 18 contains 42615 members 
Mstep: Class 20 contains 51532 members 
Mstep: Class 22 contains 77732 members 
Mstep: Class 23 contains 1564 members 
Mstep: Class 24 contains 5557 members 
Entering Unmasked Estep 
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Iteration 47Q: 18 clusters Score -7.555686e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 70436 members 
Mstep: Class 3 contains 45128 members 
Mstep: Class 5 contains 34395 members 
Mstep: Class 7 contains 38177 members 
Mstep: Class 8 contains 80165 members 
Mstep: Class 9 contains 17760 members 
Mstep: Class 10 contains 70436 members 
Mstep: Class 13 contains 68298 members 
Mstep: Class 14 contains 13004 members 
Mstep: Class 15 contains 2505 members 
Mstep: Class 17 contains 833 members 
Mstep: Class 18 contains 42632 members 
Mstep: Class 20 contains 50806 members 
Mstep: Class 22 contains 77819 members 
Mstep: Class 23 contains 1535 members 
Mstep: Class 24 contains 5335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75557680.000000 Penalty: 36850.429688
Iteration 48Q: 18 clusters Score -7.555768e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 70473 members 
Mstep: Class 3 contains 45383 members 
Mstep: Class 5 contains 34882 members 
Mstep: Class 7 contains 38353 members 
Mstep: Class 8 contains 79869 members 
Mstep: Class 9 contains 17624 members 
Mstep: Class 10 contains 70505 members 
Mstep: Class 13 contains 68798 members 
Mstep: Class 14 contains 12668 members 
Mstep: Class 15 contains 2483 members 
Mstep: Class 17 contains 834 members 
Mstep: Class 18 contains 42647 members 
Mstep: Class 20 contains 50096 members 
Mstep: Class 22 contains 77961 members 
Mstep: Class 23 contains 1506 members 
Mstep: Class 24 contains 5136 members 
Entering Unmasked Estep 
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Iteration 49Q: 18 clusters Score -7.555817e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 70501 members 
Mstep: Class 3 contains 45637 members 
Mstep: Class 5 contains 35367 members 
Mstep: Class 7 contains 38506 members 
Mstep: Class 8 contains 79640 members 
Mstep: Class 9 contains 17518 members 
Mstep: Class 10 contains 70622 members 
Mstep: Class 13 contains 69228 members 
Mstep: Class 14 contains 12354 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 42667 members 
Mstep: Class 20 contains 49347 members 
Mstep: Class 22 contains 78030 members 
Mstep: Class 23 contains 1492 members 
Mstep: Class 24 contains 4976 members 
Entering Unmasked Estep 
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Iteration 50Q: 18 clusters Score -7.555886e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 70544 members 
Mstep: Class 3 contains 45854 members 
Mstep: Class 5 contains 35784 members 
Mstep: Class 7 contains 38649 members 
Mstep: Class 8 contains 79449 members 
Mstep: Class 9 contains 17393 members 
Mstep: Class 10 contains 70715 members 
Mstep: Class 13 contains 69640 members 
Mstep: Class 14 contains 12046 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 42697 members 
Mstep: Class 20 contains 48613 members 
Mstep: Class 22 contains 78143 members 
Mstep: Class 23 contains 1495 members 
Mstep: Class 24 contains 4832 members 
Entering Unmasked Estep 
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Score: -75559296.000000 Penalty: 36850.429688
Iteration 51Q: 18 clusters Score -7.55593e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 70567 members 
Mstep: Class 3 contains 46064 members 
Mstep: Class 5 contains 36200 members 
Mstep: Class 7 contains 38788 members 
Mstep: Class 8 contains 79273 members 
Mstep: Class 9 contains 17250 members 
Mstep: Class 10 contains 70810 members 
Mstep: Class 13 contains 69996 members 
Mstep: Class 14 contains 11743 members 
Mstep: Class 15 contains 2470 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 42710 members 
Mstep: Class 20 contains 47951 members 
Mstep: Class 22 contains 78255 members 
Mstep: Class 23 contains 1484 members 
Mstep: Class 24 contains 4734 members 
Entering Unmasked Estep 
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Iteration 52Q: 18 clusters Score -7.555999e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 70596 members 
Mstep: Class 3 contains 46252 members 
Mstep: Class 5 contains 36598 members 
Mstep: Class 7 contains 38936 members 
Mstep: Class 8 contains 79126 members 
Mstep: Class 9 contains 17110 members 
Mstep: Class 10 contains 70876 members 
Mstep: Class 13 contains 70318 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 2471 members 
Mstep: Class 17 contains 819 members 
Mstep: Class 18 contains 42725 members 
Mstep: Class 20 contains 47268 members 
Mstep: Class 22 contains 78398 members 
Mstep: Class 23 contains 1477 members 
Mstep: Class 24 contains 4638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75560288.000000 Penalty: 36850.429688
Iteration 53Q: 18 clusters Score -7.556029e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 70646 members 
Mstep: Class 3 contains 46451 members 
Mstep: Class 5 contains 36942 members 
Mstep: Class 7 contains 39079 members 
Mstep: Class 8 contains 79044 members 
Mstep: Class 9 contains 16951 members 
Mstep: Class 10 contains 70936 members 
Mstep: Class 13 contains 70654 members 
Mstep: Class 14 contains 11219 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 17 contains 818 members 
Mstep: Class 18 contains 42716 members 
Mstep: Class 20 contains 46617 members 
Mstep: Class 22 contains 78481 members 
Mstep: Class 23 contains 1473 members 
Mstep: Class 24 contains 4559 members 
Entering Unmasked Estep 
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Score: -75560560.000000 Penalty: 36850.429688
Iteration 54Q: 18 clusters Score -7.556056e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 70720 members 
Mstep: Class 3 contains 46607 members 
Mstep: Class 5 contains 37246 members 
Mstep: Class 7 contains 39220 members 
Mstep: Class 8 contains 78945 members 
Mstep: Class 9 contains 16785 members 
Mstep: Class 10 contains 70984 members 
Mstep: Class 13 contains 71012 members 
Mstep: Class 14 contains 10960 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 17 contains 819 members 
Mstep: Class 18 contains 42732 members 
Mstep: Class 20 contains 45990 members 
Mstep: Class 22 contains 78569 members 
Mstep: Class 23 contains 1464 members 
Mstep: Class 24 contains 4512 members 
Entering Unmasked Estep 
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Score: -75560832.000000 Penalty: 36850.429688
Iteration 55Q: 18 clusters Score -7.556083e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 70808 members 
Mstep: Class 3 contains 46751 members 
Mstep: Class 5 contains 37545 members 
Mstep: Class 7 contains 39355 members 
Mstep: Class 8 contains 78872 members 
Mstep: Class 9 contains 16597 members 
Mstep: Class 10 contains 70986 members 
Mstep: Class 13 contains 71329 members 
Mstep: Class 14 contains 10716 members 
Mstep: Class 15 contains 2462 members 
Mstep: Class 17 contains 819 members 
Mstep: Class 18 contains 42750 members 
Mstep: Class 20 contains 45404 members 
Mstep: Class 22 contains 78646 members 
Mstep: Class 23 contains 1473 members 
Mstep: Class 24 contains 4472 members 
Entering Unmasked Estep 
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Iteration 56Q: 18 clusters Score -7.556125e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 70902 members 
Mstep: Class 3 contains 46936 members 
Mstep: Class 5 contains 37799 members 
Mstep: Class 7 contains 39452 members 
Mstep: Class 8 contains 78831 members 
Mstep: Class 9 contains 16430 members 
Mstep: Class 10 contains 70995 members 
Mstep: Class 13 contains 71665 members 
Mstep: Class 14 contains 10481 members 
Mstep: Class 15 contains 2462 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 42751 members 
Mstep: Class 20 contains 44802 members 
Mstep: Class 22 contains 78676 members 
Mstep: Class 23 contains 1478 members 
Mstep: Class 24 contains 4465 members 
Entering Unmasked Estep 
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Iteration 57Q: 18 clusters Score -7.556125e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 71031 members 
Mstep: Class 3 contains 47106 members 
Mstep: Class 5 contains 38022 members 
Mstep: Class 7 contains 39576 members 
Mstep: Class 8 contains 78771 members 
Mstep: Class 9 contains 16271 members 
Mstep: Class 10 contains 70995 members 
Mstep: Class 13 contains 72010 members 
Mstep: Class 14 contains 10246 members 
Mstep: Class 15 contains 2451 members 
Mstep: Class 17 contains 821 members 
Mstep: Class 18 contains 42772 members 
Mstep: Class 20 contains 44200 members 
Mstep: Class 22 contains 78692 members 
Mstep: Class 23 contains 1473 members 
Mstep: Class 24 contains 4465 members 
Entering Unmasked Estep 
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Iteration 58Q: 18 clusters Score -7.55613e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 71157 members 
Mstep: Class 3 contains 47249 members 
Mstep: Class 5 contains 38233 members 
Mstep: Class 7 contains 39665 members 
Mstep: Class 8 contains 78685 members 
Mstep: Class 9 contains 16086 members 
Mstep: Class 10 contains 71007 members 
Mstep: Class 13 contains 72312 members 
Mstep: Class 14 contains 10043 members 
Mstep: Class 15 contains 2436 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 42826 members 
Mstep: Class 20 contains 43632 members 
Mstep: Class 22 contains 78769 members 
Mstep: Class 23 contains 1474 members 
Mstep: Class 24 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561600.000000 Penalty: 36850.429688
Iteration 59Q: 18 clusters Score -7.55616e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 71269 members 
Mstep: Class 3 contains 47395 members 
Mstep: Class 5 contains 38434 members 
Mstep: Class 7 contains 39753 members 
Mstep: Class 8 contains 78606 members 
Mstep: Class 9 contains 15916 members 
Mstep: Class 10 contains 71017 members 
Mstep: Class 13 contains 72602 members 
Mstep: Class 14 contains 9870 members 
Mstep: Class 15 contains 2429 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 42832 members 
Mstep: Class 20 contains 43049 members 
Mstep: Class 22 contains 78870 members 
Mstep: Class 23 contains 1480 members 
Mstep: Class 24 contains 4488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75561632.000000 Penalty: 36850.429688
Iteration 60F: 18 clusters Score -7.556163e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 71339 members 
Mstep: Class 3 contains 47538 members 
Mstep: Class 5 contains 38599 members 
Mstep: Class 7 contains 39840 members 
Mstep: Class 8 contains 78571 members 
Mstep: Class 9 contains 15754 members 
Mstep: Class 10 contains 71037 members 
Mstep: Class 13 contains 72866 members 
Mstep: Class 14 contains 9739 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 18 contains 42868 members 
Mstep: Class 20 contains 42487 members 
Mstep: Class 22 contains 78943 members 
Mstep: Class 23 contains 1487 members 
Mstep: Class 24 contains 4501 members 
Entering Unmasked Estep 
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Iteration 61Q: 18 clusters Score -7.556171e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 71405 members 
Mstep: Class 3 contains 47662 members 
Mstep: Class 5 contains 38768 members 
Mstep: Class 7 contains 39910 members 
Mstep: Class 8 contains 78521 members 
Mstep: Class 9 contains 15604 members 
Mstep: Class 10 contains 71019 members 
Mstep: Class 13 contains 73115 members 
Mstep: Class 14 contains 9619 members 
Mstep: Class 15 contains 2406 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 42904 members 
Mstep: Class 20 contains 41959 members 
Mstep: Class 22 contains 79066 members 
Mstep: Class 23 contains 1485 members 
Mstep: Class 24 contains 4518 members 
Entering Unmasked Estep 
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Score: -75561688.000000 Penalty: 36850.429688
Iteration 62Q: 18 clusters Score -7.556169e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 71501 members 
Mstep: Class 3 contains 47788 members 
Mstep: Class 5 contains 38924 members 
Mstep: Class 7 contains 40012 members 
Mstep: Class 8 contains 78458 members 
Mstep: Class 9 contains 15449 members 
Mstep: Class 10 contains 71044 members 
Mstep: Class 13 contains 73379 members 
Mstep: Class 14 contains 9492 members 
Mstep: Class 15 contains 2396 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 42932 members 
Mstep: Class 20 contains 41422 members 
Mstep: Class 22 contains 79122 members 
Mstep: Class 23 contains 1484 members 
Mstep: Class 24 contains 4537 members 
Entering Unmasked Estep 
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Iteration 63Q: 18 clusters Score -7.556206e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 71618 members 
Mstep: Class 3 contains 47909 members 
Mstep: Class 5 contains 39083 members 
Mstep: Class 7 contains 40120 members 
Mstep: Class 8 contains 78332 members 
Mstep: Class 9 contains 15285 members 
Mstep: Class 10 contains 71052 members 
Mstep: Class 13 contains 73618 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 42949 members 
Mstep: Class 20 contains 40955 members 
Mstep: Class 22 contains 79212 members 
Mstep: Class 23 contains 1474 members 
Mstep: Class 24 contains 4564 members 
Entering Unmasked Estep 
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Score: -75562056.000000 Penalty: 36850.429688
Iteration 64Q: 18 clusters Score -7.556206e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 71701 members 
Mstep: Class 3 contains 48011 members 
Mstep: Class 5 contains 39235 members 
Mstep: Class 7 contains 40221 members 
Mstep: Class 8 contains 78266 members 
Mstep: Class 9 contains 15134 members 
Mstep: Class 10 contains 71061 members 
Mstep: Class 13 contains 73821 members 
Mstep: Class 14 contains 9220 members 
Mstep: Class 15 contains 2389 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 42955 members 
Mstep: Class 20 contains 40495 members 
Mstep: Class 22 contains 79328 members 
Mstep: Class 23 contains 1471 members 
Mstep: Class 24 contains 4587 members 
Entering Unmasked Estep 
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Iteration 65Q: 18 clusters Score -7.556214e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 71777 members 
Mstep: Class 3 contains 48111 members 
Mstep: Class 5 contains 39375 members 
Mstep: Class 7 contains 40304 members 
Mstep: Class 8 contains 78222 members 
Mstep: Class 9 contains 14965 members 
Mstep: Class 10 contains 71089 members 
Mstep: Class 13 contains 74001 members 
Mstep: Class 14 contains 9081 members 
Mstep: Class 15 contains 2391 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 42990 members 
Mstep: Class 20 contains 40067 members 
Mstep: Class 22 contains 79427 members 
Mstep: Class 23 contains 1461 members 
Mstep: Class 24 contains 4612 members 
Entering Unmasked Estep 
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Iteration 66Q: 18 clusters Score -7.556247e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 71892 members 
Mstep: Class 3 contains 48189 members 
Mstep: Class 5 contains 39512 members 
Mstep: Class 7 contains 40395 members 
Mstep: Class 8 contains 78207 members 
Mstep: Class 9 contains 14805 members 
Mstep: Class 10 contains 71089 members 
Mstep: Class 13 contains 74166 members 
Mstep: Class 14 contains 8944 members 
Mstep: Class 15 contains 2395 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 43028 members 
Mstep: Class 20 contains 39595 members 
Mstep: Class 22 contains 79551 members 
Mstep: Class 23 contains 1460 members 
Mstep: Class 24 contains 4618 members 
Entering Unmasked Estep 
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Iteration 67Q: 18 clusters Score -7.556268e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 71977 members 
Mstep: Class 3 contains 48271 members 
Mstep: Class 5 contains 39610 members 
Mstep: Class 7 contains 40478 members 
Mstep: Class 8 contains 78195 members 
Mstep: Class 9 contains 14665 members 
Mstep: Class 10 contains 71105 members 
Mstep: Class 13 contains 74309 members 
Mstep: Class 14 contains 8807 members 
Mstep: Class 15 contains 2405 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 18 contains 43068 members 
Mstep: Class 20 contains 39113 members 
Mstep: Class 22 contains 79749 members 
Mstep: Class 23 contains 1459 members 
Mstep: Class 24 contains 4620 members 
Entering Unmasked Estep 
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Iteration 68Q: 18 clusters Score -7.556276e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 72037 members 
Mstep: Class 3 contains 48354 members 
Mstep: Class 5 contains 39707 members 
Mstep: Class 7 contains 40569 members 
Mstep: Class 8 contains 78150 members 
Mstep: Class 9 contains 14538 members 
Mstep: Class 10 contains 71120 members 
Mstep: Class 13 contains 74448 members 
Mstep: Class 14 contains 8679 members 
Mstep: Class 15 contains 2403 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 43125 members 
Mstep: Class 20 contains 38668 members 
Mstep: Class 22 contains 79941 members 
Mstep: Class 23 contains 1459 members 
Mstep: Class 24 contains 4624 members 
Entering Unmasked Estep 
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Iteration 69Q: 18 clusters Score -7.556301e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 72140 members 
Mstep: Class 3 contains 48441 members 
Mstep: Class 5 contains 39807 members 
Mstep: Class 7 contains 40650 members 
Mstep: Class 8 contains 78066 members 
Mstep: Class 9 contains 14421 members 
Mstep: Class 10 contains 71107 members 
Mstep: Class 13 contains 74603 members 
Mstep: Class 14 contains 8555 members 
Mstep: Class 15 contains 2395 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 18 contains 43187 members 
Mstep: Class 20 contains 38257 members 
Mstep: Class 22 contains 80105 members 
Mstep: Class 23 contains 1455 members 
Mstep: Class 24 contains 4623 members 
Entering Unmasked Estep 
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Iteration 70Q: 18 clusters Score -7.556303e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 72240 members 
Mstep: Class 3 contains 48506 members 
Mstep: Class 5 contains 39931 members 
Mstep: Class 7 contains 40735 members 
Mstep: Class 8 contains 78014 members 
Mstep: Class 9 contains 14295 members 
Mstep: Class 10 contains 71065 members 
Mstep: Class 13 contains 74761 members 
Mstep: Class 14 contains 8426 members 
Mstep: Class 15 contains 2392 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 43250 members 
Mstep: Class 20 contains 37865 members 
Mstep: Class 22 contains 80239 members 
Mstep: Class 23 contains 1458 members 
Mstep: Class 24 contains 4628 members 
Entering Unmasked Estep 
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Iteration 71Q: 18 clusters Score -7.556323e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 72357 members 
Mstep: Class 3 contains 48568 members 
Mstep: Class 5 contains 40043 members 
Mstep: Class 7 contains 40825 members 
Mstep: Class 8 contains 77932 members 
Mstep: Class 9 contains 14165 members 
Mstep: Class 10 contains 71005 members 
Mstep: Class 13 contains 74909 members 
Mstep: Class 14 contains 8297 members 
Mstep: Class 15 contains 2392 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 43323 members 
Mstep: Class 20 contains 37501 members 
Mstep: Class 22 contains 80371 members 
Mstep: Class 23 contains 1474 members 
Mstep: Class 24 contains 4640 members 
Entering Unmasked Estep 
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Iteration 72Q: 18 clusters Score -7.556341e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 72466 members 
Mstep: Class 3 contains 48625 members 
Mstep: Class 5 contains 40114 members 
Mstep: Class 7 contains 40902 members 
Mstep: Class 8 contains 77822 members 
Mstep: Class 9 contains 14036 members 
Mstep: Class 10 contains 70969 members 
Mstep: Class 13 contains 75026 members 
Mstep: Class 14 contains 8178 members 
Mstep: Class 15 contains 2400 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 18 contains 43391 members 
Mstep: Class 20 contains 37149 members 
Mstep: Class 22 contains 80588 members 
Mstep: Class 23 contains 1495 members 
Mstep: Class 24 contains 4637 members 
Entering Unmasked Estep 
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Iteration 73Q: 18 clusters Score -7.55635e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 72568 members 
Mstep: Class 3 contains 48667 members 
Mstep: Class 5 contains 40180 members 
Mstep: Class 7 contains 40981 members 
Mstep: Class 8 contains 77733 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 70934 members 
Mstep: Class 13 contains 75134 members 
Mstep: Class 14 contains 8073 members 
Mstep: Class 15 contains 2408 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 43430 members 
Mstep: Class 20 contains 36801 members 
Mstep: Class 22 contains 80827 members 
Mstep: Class 23 contains 1515 members 
Mstep: Class 24 contains 4636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75563840.000000 Penalty: 36850.429688
Iteration 74Q: 18 clusters Score -7.556384e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 72675 members 
Mstep: Class 3 contains 48694 members 
Mstep: Class 5 contains 40255 members 
Mstep: Class 7 contains 41062 members 
Mstep: Class 8 contains 77680 members 
Mstep: Class 9 contains 13764 members 
Mstep: Class 10 contains 70893 members 
Mstep: Class 13 contains 75240 members 
Mstep: Class 14 contains 7954 members 
Mstep: Class 15 contains 2418 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 18 contains 43458 members 
Mstep: Class 20 contains 36498 members 
Mstep: Class 22 contains 81047 members 
Mstep: Class 23 contains 1521 members 
Mstep: Class 24 contains 4633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564048.000000 Penalty: 36850.429688
Iteration 75Q: 18 clusters Score -7.556405e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 72783 members 
Mstep: Class 3 contains 48721 members 
Mstep: Class 5 contains 40339 members 
Mstep: Class 7 contains 41145 members 
Mstep: Class 8 contains 77678 members 
Mstep: Class 9 contains 13624 members 
Mstep: Class 10 contains 70851 members 
Mstep: Class 13 contains 75336 members 
Mstep: Class 14 contains 7844 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 43471 members 
Mstep: Class 20 contains 36177 members 
Mstep: Class 22 contains 81243 members 
Mstep: Class 23 contains 1530 members 
Mstep: Class 24 contains 4634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75563992.000000 Penalty: 36850.429688
Iteration 76Q: 18 clusters Score -7.556399e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 72872 members 
Mstep: Class 3 contains 48779 members 
Mstep: Class 5 contains 40423 members 
Mstep: Class 7 contains 41229 members 
Mstep: Class 8 contains 77636 members 
Mstep: Class 9 contains 13497 members 
Mstep: Class 10 contains 70822 members 
Mstep: Class 13 contains 75420 members 
Mstep: Class 14 contains 7743 members 
Mstep: Class 15 contains 2413 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 18 contains 43501 members 
Mstep: Class 20 contains 35850 members 
Mstep: Class 22 contains 81444 members 
Mstep: Class 23 contains 1534 members 
Mstep: Class 24 contains 4628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564048.000000 Penalty: 36850.429688
Iteration 77Q: 18 clusters Score -7.556405e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 72951 members 
Mstep: Class 3 contains 48802 members 
Mstep: Class 5 contains 40524 members 
Mstep: Class 7 contains 41313 members 
Mstep: Class 8 contains 77612 members 
Mstep: Class 9 contains 13371 members 
Mstep: Class 10 contains 70782 members 
Mstep: Class 13 contains 75518 members 
Mstep: Class 14 contains 7645 members 
Mstep: Class 15 contains 2413 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 18 contains 43522 members 
Mstep: Class 20 contains 35542 members 
Mstep: Class 22 contains 81639 members 
Mstep: Class 23 contains 1538 members 
Mstep: Class 24 contains 4618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564232.000000 Penalty: 36850.429688
Iteration 78Q: 18 clusters Score -7.556423e+07 nChanged 2020
Entering ConstructFrom: 
Score: -75564232.000000 Penalty: 36850.429688
Entering ConstructFrom: 
Trying to split cluster 1 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -302937.656250 Penalty: 1280.507812
	Iteration 0F: 2 clusters Score -302937.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -300522.843750 Penalty: 2561.015625
	Iteration 0F: 3 clusters Score -300522.8 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -301433.906250 Penalty: 2561.015625
	Iteration 1F: 3 clusters Score -301433.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -301879.500000 Penalty: 2561.015625
	Iteration 2F: 3 clusters Score -301879.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -302237.687500 Penalty: 2561.015625
	Iteration 3F: 3 clusters Score -302237.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -302540.812500 Penalty: 2561.015625
	Iteration 4F: 3 clusters Score -302540.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -302660.437500 Penalty: 2561.015625
	Iteration 5Q: 3 clusters Score -302660.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -302710.218750 Penalty: 2561.015625
	Iteration 6Q: 3 clusters Score -302710.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -302737.718750 Penalty: 2561.015625
	Iteration 7Q: 3 clusters Score -302737.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -302756.187500 Penalty: 2561.015625
	Iteration 8Q: 3 clusters Score -302756.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -302767.093750 Penalty: 2561.015625
	Iteration 9Q: 3 clusters Score -302767.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -302771.750000 Penalty: 2561.015625
	Iteration 10Q: 3 clusters Score -302771.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -302774.281250 Penalty: 2561.015625
	Iteration 11Q: 3 clusters Score -302774.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -302776.468750 Penalty: 2561.015625
	Iteration 12Q: 3 clusters Score -302776.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -302779.156250 Penalty: 2561.015625
	Iteration 13Q: 3 clusters Score -302779.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -302781.437500 Penalty: 2561.015625
	Iteration 14Q: 3 clusters Score -302781.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -302782.250000 Penalty: 2561.015625
	Iteration 15Q: 3 clusters Score -302782.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -302782.343750 Penalty: 2561.015625
	Iteration 16Q: 3 clusters Score -302782.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -302782.343750 Penalty: 2561.015625
	Iteration 17F: 3 clusters Score -302782.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (73000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Entering Unmasked Estep 
Score: -9065063.000000 Penalty: 1819.709839
	Iteration 0F: 2 clusters Score -9065063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -9017375.000000 Penalty: 3639.419678
	Iteration 0F: 3 clusters Score -9017375 nChanged 34676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -9037057.000000 Penalty: 3639.419678
	Iteration 1F: 3 clusters Score -9037057 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -9037696.000000 Penalty: 3639.419678
	Iteration 2Q: 3 clusters Score -9037696 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -9038600.000000 Penalty: 3639.419678
	Iteration 3Q: 3 clusters Score -9038600 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -9039899.000000 Penalty: 3639.419678
	Iteration 4Q: 3 clusters Score -9039899 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -9041629.000000 Penalty: 3639.419678
	Iteration 5Q: 3 clusters Score -9041629 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -9044123.000000 Penalty: 3639.419678
	Iteration 6F: 3 clusters Score -9044123 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -9047747.000000 Penalty: 3639.419678
	Iteration 7F: 3 clusters Score -9047747 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -9052166.000000 Penalty: 3639.419678
	Iteration 8F: 3 clusters Score -9052166 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -9055503.000000 Penalty: 3639.419678
	Iteration 9F: 3 clusters Score -9055503 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -9056961.000000 Penalty: 3639.419678
	Iteration 10Q: 3 clusters Score -9056961 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -9057489.000000 Penalty: 3639.419678
	Iteration 11Q: 3 clusters Score -9057489 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -9057900.000000 Penalty: 3639.419678
	Iteration 12Q: 3 clusters Score -9057900 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -9058236.000000 Penalty: 3639.419678
	Iteration 13Q: 3 clusters Score -9058236 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -9058477.000000 Penalty: 3639.419678
	Iteration 14Q: 3 clusters Score -9058477 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -9058806.000000 Penalty: 3639.419678
	Iteration 15Q: 3 clusters Score -9058806 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -9059105.000000 Penalty: 3639.419678
	Iteration 16Q: 3 clusters Score -9059105 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -9059401.000000 Penalty: 3639.419678
	Iteration 17Q: 3 clusters Score -9059401 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 54863 members 
Entering Unmasked Estep 
Score: -9059640.000000 Penalty: 3639.419678
	Iteration 18Q: 3 clusters Score -9059640 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
Score: -9059938.000000 Penalty: 3639.419678
	Iteration 19Q: 3 clusters Score -9059938 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -9060150.000000 Penalty: 3639.419678
	Iteration 20F: 3 clusters Score -9060150 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -9060386.000000 Penalty: 3639.419678
	Iteration 21Q: 3 clusters Score -9060386 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 58849 members 
Entering Unmasked Estep 
Score: -9060623.000000 Penalty: 3639.419678
	Iteration 22Q: 3 clusters Score -9060623 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -9060825.000000 Penalty: 3639.419678
	Iteration 23Q: 3 clusters Score -9060825 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -9061027.000000 Penalty: 3639.419678
	Iteration 24Q: 3 clusters Score -9061027 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -9061255.000000 Penalty: 3639.419678
	Iteration 25Q: 3 clusters Score -9061255 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -9061500.000000 Penalty: 3639.419678
	Iteration 26Q: 3 clusters Score -9061500 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 63581 members 
Entering Unmasked Estep 
Score: -9061705.000000 Penalty: 3639.419678
	Iteration 27Q: 3 clusters Score -9061705 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -9061934.000000 Penalty: 3639.419678
	Iteration 28Q: 3 clusters Score -9061934 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 65400 members 
Entering Unmasked Estep 
Score: -9062167.000000 Penalty: 3639.419678
	Iteration 29Q: 3 clusters Score -9062167 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 66211 members 
Entering Unmasked Estep 
Score: -9062450.000000 Penalty: 3639.419678
	Iteration 30Q: 3 clusters Score -9062450 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -9062679.000000 Penalty: 3639.419678
	Iteration 31Q: 3 clusters Score -9062679 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -9062888.000000 Penalty: 3639.419678
	Iteration 32Q: 3 clusters Score -9062888 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -9063072.000000 Penalty: 3639.419678
	Iteration 33Q: 3 clusters Score -9063072 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -9063198.000000 Penalty: 3639.419678
	Iteration 34Q: 3 clusters Score -9063198 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -9063296.000000 Penalty: 3639.419678
	Iteration 35Q: 3 clusters Score -9063296 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -9063346.000000 Penalty: 3639.419678
	Iteration 36Q: 3 clusters Score -9063346 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 70213 members 
Entering Unmasked Estep 
Score: -9063419.000000 Penalty: 3639.419678
	Iteration 37Q: 3 clusters Score -9063419 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -9063448.000000 Penalty: 3639.419678
	Iteration 38Q: 3 clusters Score -9063448 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 70859 members 
Entering Unmasked Estep 
Score: -9063484.000000 Penalty: 3639.419678
	Iteration 39Q: 3 clusters Score -9063484 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 71094 members 
Entering Unmasked Estep 
Score: -9063536.000000 Penalty: 3639.419678
	Iteration 40F: 3 clusters Score -9063536 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -9063581.000000 Penalty: 3639.419678
	Iteration 41Q: 3 clusters Score -9063581 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 71481 members 
Entering Unmasked Estep 
Score: -9063613.000000 Penalty: 3639.419678
	Iteration 42Q: 3 clusters Score -9063613 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
Score: -9063604.000000 Penalty: 3639.419678
	Iteration 43Q: 3 clusters Score -9063604 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 71746 members 
Entering Unmasked Estep 
Score: -9063615.000000 Penalty: 3639.419678
	Iteration 44Q: 3 clusters Score -9063615 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -9063622.000000 Penalty: 3639.419678
	Iteration 45Q: 3 clusters Score -9063622 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
Score: -9063620.000000 Penalty: 3639.419678
	Iteration 46Q: 3 clusters Score -9063620 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -9063640.000000 Penalty: 3639.419678
	Iteration 47Q: 3 clusters Score -9063640 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 72090 members 
Entering Unmasked Estep 
Score: -9063660.000000 Penalty: 3639.419678
	Iteration 48Q: 3 clusters Score -9063660 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -9063651.000000 Penalty: 3639.419678
	Iteration 49Q: 3 clusters Score -9063651 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 72208 members 
Entering Unmasked Estep 
Score: -9063651.000000 Penalty: 3639.419678
	Iteration 50Q: 3 clusters Score -9063651 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 72254 members 
Entering Unmasked Estep 
Score: -9063648.000000 Penalty: 3639.419678
	Iteration 51Q: 3 clusters Score -9063648 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 72302 members 
Entering Unmasked Estep 
Score: -9063661.000000 Penalty: 3639.419678
	Iteration 52Q: 3 clusters Score -9063661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 72329 members 
Entering Unmasked Estep 
Score: -9063659.000000 Penalty: 3639.419678
	Iteration 53Q: 3 clusters Score -9063659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -9063658.000000 Penalty: 3639.419678
	Iteration 54Q: 3 clusters Score -9063658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 72358 members 
Entering Unmasked Estep 
Score: -9063663.000000 Penalty: 3639.419678
	Iteration 55Q: 3 clusters Score -9063663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
Score: -9063667.000000 Penalty: 3639.419678
	Iteration 56Q: 3 clusters Score -9063667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -9063664.000000 Penalty: 3639.419678
	Iteration 57Q: 3 clusters Score -9063664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 72395 members 
Entering Unmasked Estep 
Score: -9063670.000000 Penalty: 3639.419678
	Iteration 58Q: 3 clusters Score -9063670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
Score: -9063679.000000 Penalty: 3639.419678
	Iteration 59Q: 3 clusters Score -9063679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 72402 members 
Entering Unmasked Estep 
Score: -9063673.000000 Penalty: 3639.419678
	Iteration 60F: 3 clusters Score -9063673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -9063673.000000 Penalty: 3639.419678
	Iteration 61Q: 3 clusters Score -9063673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -9063666.000000 Penalty: 3639.419678
	Iteration 62Q: 3 clusters Score -9063666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 72418 members 
Entering Unmasked Estep 
Score: -9063672.000000 Penalty: 3639.419678
	Iteration 63Q: 3 clusters Score -9063672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 72421 members 
Entering Unmasked Estep 
Score: -9063676.000000 Penalty: 3639.419678
	Iteration 64Q: 3 clusters Score -9063676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
Score: -9063681.000000 Penalty: 3639.419678
	Iteration 65Q: 3 clusters Score -9063681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 72440 members 
Entering Unmasked Estep 
Score: -9063676.000000 Penalty: 3639.419678
	Iteration 66Q: 3 clusters Score -9063676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -9063680.000000 Penalty: 3639.419678
	Iteration 67Q: 3 clusters Score -9063680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -9063684.000000 Penalty: 3639.419678
	Iteration 68Q: 3 clusters Score -9063684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -9063671.000000 Penalty: 3639.419678
	Iteration 69Q: 3 clusters Score -9063671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 72474 members 
Entering Unmasked Estep 
Score: -9063671.000000 Penalty: 3639.419678
	Iteration 70Q: 3 clusters Score -9063671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 72478 members 
Entering Unmasked Estep 
Score: -9063662.000000 Penalty: 3639.419678
	Iteration 71Q: 3 clusters Score -9063662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 72480 members 
Entering Unmasked Estep 
Score: -9063667.000000 Penalty: 3639.419678
	Iteration 72Q: 3 clusters Score -9063667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 72485 members 
Entering Unmasked Estep 
Score: -9063681.000000 Penalty: 3639.419678
	Iteration 73Q: 3 clusters Score -9063681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
Score: -9063680.000000 Penalty: 3639.419678
	Iteration 74Q: 3 clusters Score -9063680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -9063675.000000 Penalty: 3639.419678
	Iteration 75Q: 3 clusters Score -9063675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -9063677.000000 Penalty: 3639.419678
	Iteration 76Q: 3 clusters Score -9063677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 72503 members 
Entering Unmasked Estep 
Score: -9063678.000000 Penalty: 3639.419678
	Iteration 77Q: 3 clusters Score -9063678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 72508 members 
Entering Unmasked Estep 
Score: -9063681.000000 Penalty: 3639.419678
	Iteration 78Q: 3 clusters Score -9063681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 72513 members 
Entering Unmasked Estep 
Score: -9063687.000000 Penalty: 3639.419678
	Iteration 79Q: 3 clusters Score -9063687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 72514 members 
Entering Unmasked Estep 
Score: -9063691.000000 Penalty: 3639.419678
	Iteration 80F: 3 clusters Score -9063691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -9063692.000000 Penalty: 3639.419678
	Iteration 81Q: 3 clusters Score -9063692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 72517 members 
Entering Unmasked Estep 
Score: -9063689.000000 Penalty: 3639.419678
	Iteration 82Q: 3 clusters Score -9063689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 72519 members 
Entering Unmasked Estep 
Score: -9063690.000000 Penalty: 3639.419678
	Iteration 83Q: 3 clusters Score -9063690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 72519 members 
Entering Unmasked Estep 
Score: -9063690.000000 Penalty: 3639.419678
	Iteration 84F: 3 clusters Score -9063690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Entering Unmasked Estep 
Score: -6093751.000000 Penalty: 1754.409546
	Iteration 0F: 2 clusters Score -6093751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -6061080.500000 Penalty: 3508.819092
	Iteration 0F: 3 clusters Score -6061080 nChanged 22872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -6073982.000000 Penalty: 3508.819092
	Iteration 1F: 3 clusters Score -6073982 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -6074369.000000 Penalty: 3508.819092
	Iteration 2Q: 3 clusters Score -6074369 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -6074717.500000 Penalty: 3508.819092
	Iteration 3Q: 3 clusters Score -6074718 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -6075161.500000 Penalty: 3508.819092
	Iteration 4Q: 3 clusters Score -6075162 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -6075634.000000 Penalty: 3508.819092
	Iteration 5Q: 3 clusters Score -6075634 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -6076212.500000 Penalty: 3508.819092
	Iteration 6Q: 3 clusters Score -6076212 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -6077030.500000 Penalty: 3508.819092
	Iteration 7Q: 3 clusters Score -6077030 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -6078231.000000 Penalty: 3508.819092
	Iteration 8Q: 3 clusters Score -6078231 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -6079839.500000 Penalty: 3508.819092
	Iteration 9F: 3 clusters Score -6079840 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -6081938.500000 Penalty: 3508.819092
	Iteration 10F: 3 clusters Score -6081938 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -6084174.500000 Penalty: 3508.819092
	Iteration 11F: 3 clusters Score -6084174 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -6086302.500000 Penalty: 3508.819092
	Iteration 12F: 3 clusters Score -6086302 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -6088031.500000 Penalty: 3508.819092
	Iteration 13Q: 3 clusters Score -6088032 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -6089333.500000 Penalty: 3508.819092
	Iteration 14Q: 3 clusters Score -6089334 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -6090241.000000 Penalty: 3508.819092
	Iteration 15Q: 3 clusters Score -6090241 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -6090813.000000 Penalty: 3508.819092
	Iteration 16Q: 3 clusters Score -6090813 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -6091193.500000 Penalty: 3508.819092
	Iteration 17Q: 3 clusters Score -6091194 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -6091470.000000 Penalty: 3508.819092
	Iteration 18Q: 3 clusters Score -6091470 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -6091685.500000 Penalty: 3508.819092
	Iteration 19Q: 3 clusters Score -6091686 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -6091856.500000 Penalty: 3508.819092
	Iteration 20F: 3 clusters Score -6091856 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -6091998.500000 Penalty: 3508.819092
	Iteration 21Q: 3 clusters Score -6091998 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -6092104.500000 Penalty: 3508.819092
	Iteration 22Q: 3 clusters Score -6092104 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -6092174.000000 Penalty: 3508.819092
	Iteration 23Q: 3 clusters Score -6092174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -6092213.000000 Penalty: 3508.819092
	Iteration 24Q: 3 clusters Score -6092213 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -6092239.500000 Penalty: 3508.819092
	Iteration 25Q: 3 clusters Score -6092240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -6092249.500000 Penalty: 3508.819092
	Iteration 26Q: 3 clusters Score -6092250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -6092259.000000 Penalty: 3508.819092
	Iteration 27Q: 3 clusters Score -6092259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -6092268.500000 Penalty: 3508.819092
	Iteration 28Q: 3 clusters Score -6092268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -6092267.000000 Penalty: 3508.819092
	Iteration 29Q: 3 clusters Score -6092267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -6092272.000000 Penalty: 3508.819092
	Iteration 30Q: 3 clusters Score -6092272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -6092279.500000 Penalty: 3508.819092
	Iteration 31Q: 3 clusters Score -6092280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -6092279.000000 Penalty: 3508.819092
	Iteration 32Q: 3 clusters Score -6092279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -6092272.500000 Penalty: 3508.819092
	Iteration 33Q: 3 clusters Score -6092272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -6092272.500000 Penalty: 3508.819092
	Iteration 34Q: 3 clusters Score -6092272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -6092268.500000 Penalty: 3508.819092
	Iteration 35Q: 3 clusters Score -6092268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -6092271.000000 Penalty: 3508.819092
	Iteration 36Q: 3 clusters Score -6092271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -6092272.500000 Penalty: 3508.819092
	Iteration 37Q: 3 clusters Score -6092272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -6092273.500000 Penalty: 3508.819092
	Iteration 38Q: 3 clusters Score -6092274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -6092273.500000 Penalty: 3508.819092
	Iteration 39Q: 3 clusters Score -6092274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -6092275.000000 Penalty: 3508.819092
	Iteration 40F: 3 clusters Score -6092275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -6092276.000000 Penalty: 3508.819092
	Iteration 41Q: 3 clusters Score -6092276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -6092276.000000 Penalty: 3508.819092
	Iteration 42F: 3 clusters Score -6092276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Entering Unmasked Estep 
Score: -5048917.500000 Penalty: 1724.412598
	Iteration 0F: 2 clusters Score -5048918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -5021693.000000 Penalty: 3448.825195
	Iteration 0F: 3 clusters Score -5021693 nChanged 18924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -5032164.000000 Penalty: 3448.825195
	Iteration 1F: 3 clusters Score -5032164 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -5032793.500000 Penalty: 3448.825195
	Iteration 2Q: 3 clusters Score -5032794 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -5033728.000000 Penalty: 3448.825195
	Iteration 3Q: 3 clusters Score -5033728 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -5035384.500000 Penalty: 3448.825195
	Iteration 4F: 3 clusters Score -5035384 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -5037889.000000 Penalty: 3448.825195
	Iteration 5F: 3 clusters Score -5037889 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -5040880.000000 Penalty: 3448.825195
	Iteration 6F: 3 clusters Score -5040880 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -5043469.500000 Penalty: 3448.825195
	Iteration 7F: 3 clusters Score -5043470 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -5045159.500000 Penalty: 3448.825195
	Iteration 8Q: 3 clusters Score -5045160 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -5046037.000000 Penalty: 3448.825195
	Iteration 9Q: 3 clusters Score -5046037 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -5046408.500000 Penalty: 3448.825195
	Iteration 10Q: 3 clusters Score -5046408 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -5046611.000000 Penalty: 3448.825195
	Iteration 11Q: 3 clusters Score -5046611 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -5046778.500000 Penalty: 3448.825195
	Iteration 12Q: 3 clusters Score -5046778 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -5046898.500000 Penalty: 3448.825195
	Iteration 13Q: 3 clusters Score -5046898 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -5047003.500000 Penalty: 3448.825195
	Iteration 14Q: 3 clusters Score -5047004 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5047091.500000 Penalty: 3448.825195
	Iteration 15Q: 3 clusters Score -5047092 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5047183.500000 Penalty: 3448.825195
	Iteration 16Q: 3 clusters Score -5047184 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -5047262.500000 Penalty: 3448.825195
	Iteration 17Q: 3 clusters Score -5047262 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5047328.500000 Penalty: 3448.825195
	Iteration 18Q: 3 clusters Score -5047328 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5047384.500000 Penalty: 3448.825195
	Iteration 19Q: 3 clusters Score -5047384 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5047454.500000 Penalty: 3448.825195
	Iteration 20F: 3 clusters Score -5047454 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5047498.000000 Penalty: 3448.825195
	Iteration 21Q: 3 clusters Score -5047498 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5047511.000000 Penalty: 3448.825195
	Iteration 22Q: 3 clusters Score -5047511 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5047549.000000 Penalty: 3448.825195
	Iteration 23Q: 3 clusters Score -5047549 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5047568.000000 Penalty: 3448.825195
	Iteration 24Q: 3 clusters Score -5047568 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5047584.500000 Penalty: 3448.825195
	Iteration 25Q: 3 clusters Score -5047584 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5047613.000000 Penalty: 3448.825195
	Iteration 26Q: 3 clusters Score -5047613 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5047620.000000 Penalty: 3448.825195
	Iteration 27Q: 3 clusters Score -5047620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5047635.000000 Penalty: 3448.825195
	Iteration 28Q: 3 clusters Score -5047635 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5047652.500000 Penalty: 3448.825195
	Iteration 29Q: 3 clusters Score -5047652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5047663.000000 Penalty: 3448.825195
	Iteration 30Q: 3 clusters Score -5047663 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5047674.500000 Penalty: 3448.825195
	Iteration 31Q: 3 clusters Score -5047674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5047672.000000 Penalty: 3448.825195
	Iteration 32Q: 3 clusters Score -5047672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5047668.000000 Penalty: 3448.825195
	Iteration 33Q: 3 clusters Score -5047668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5047676.000000 Penalty: 3448.825195
	Iteration 34Q: 3 clusters Score -5047676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5047674.000000 Penalty: 3448.825195
	Iteration 35Q: 3 clusters Score -5047674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5047680.000000 Penalty: 3448.825195
	Iteration 36Q: 3 clusters Score -5047680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5047678.000000 Penalty: 3448.825195
	Iteration 37Q: 3 clusters Score -5047678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5047684.500000 Penalty: 3448.825195
	Iteration 38Q: 3 clusters Score -5047684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5047690.000000 Penalty: 3448.825195
	Iteration 39Q: 3 clusters Score -5047690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5047690.500000 Penalty: 3448.825195
	Iteration 40F: 3 clusters Score -5047690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5047690.500000 Penalty: 3448.825195
	Iteration 41Q: 3 clusters Score -5047690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5047697.000000 Penalty: 3448.825195
	Iteration 42Q: 3 clusters Score -5047697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5047705.500000 Penalty: 3448.825195
	Iteration 43Q: 3 clusters Score -5047706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5047703.000000 Penalty: 3448.825195
	Iteration 44Q: 3 clusters Score -5047703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5047701.000000 Penalty: 3448.825195
	Iteration 45Q: 3 clusters Score -5047701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5047707.000000 Penalty: 3448.825195
	Iteration 46Q: 3 clusters Score -5047707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5047713.500000 Penalty: 3448.825195
	Iteration 47Q: 3 clusters Score -5047714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5047713.500000 Penalty: 3448.825195
	Iteration 48Q: 3 clusters Score -5047714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5047722.500000 Penalty: 3448.825195
	Iteration 49Q: 3 clusters Score -5047722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5047721.500000 Penalty: 3448.825195
	Iteration 50Q: 3 clusters Score -5047722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5047726.000000 Penalty: 3448.825195
	Iteration 51Q: 3 clusters Score -5047726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5047728.000000 Penalty: 3448.825195
	Iteration 52Q: 3 clusters Score -5047728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5047728.500000 Penalty: 3448.825195
	Iteration 53Q: 3 clusters Score -5047728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5047720.000000 Penalty: 3448.825195
	Iteration 54Q: 3 clusters Score -5047720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5047729.500000 Penalty: 3448.825195
	Iteration 55Q: 3 clusters Score -5047730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5047731.000000 Penalty: 3448.825195
	Iteration 56Q: 3 clusters Score -5047731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5047731.500000 Penalty: 3448.825195
	Iteration 57Q: 3 clusters Score -5047732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5047733.000000 Penalty: 3448.825195
	Iteration 58Q: 3 clusters Score -5047733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5047728.500000 Penalty: 3448.825195
	Iteration 59Q: 3 clusters Score -5047728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5047731.500000 Penalty: 3448.825195
	Iteration 60F: 3 clusters Score -5047732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5047731.000000 Penalty: 3448.825195
	Iteration 61Q: 3 clusters Score -5047731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5047733.000000 Penalty: 3448.825195
	Iteration 62Q: 3 clusters Score -5047733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5047728.500000 Penalty: 3448.825195
	Iteration 63Q: 3 clusters Score -5047728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5047729.000000 Penalty: 3448.825195
	Iteration 64Q: 3 clusters Score -5047729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5047726.500000 Penalty: 3448.825195
	Iteration 65Q: 3 clusters Score -5047726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5047731.000000 Penalty: 3448.825195
	Iteration 66Q: 3 clusters Score -5047731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5047731.000000 Penalty: 3448.825195
	Iteration 67F: 3 clusters Score -5047731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Entering Unmasked Estep 
Score: -5146873.500000 Penalty: 1727.504150
	Iteration 0F: 2 clusters Score -5146874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -5119141.000000 Penalty: 3455.008301
	Iteration 0F: 3 clusters Score -5119141 nChanged 19297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -5130037.000000 Penalty: 3455.008301
	Iteration 1F: 3 clusters Score -5130037 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -5130565.500000 Penalty: 3455.008301
	Iteration 2Q: 3 clusters Score -5130566 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -5131187.500000 Penalty: 3455.008301
	Iteration 3Q: 3 clusters Score -5131188 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -5131850.500000 Penalty: 3455.008301
	Iteration 4Q: 3 clusters Score -5131850 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -5132711.000000 Penalty: 3455.008301
	Iteration 5Q: 3 clusters Score -5132711 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -5133983.500000 Penalty: 3455.008301
	Iteration 6F: 3 clusters Score -5133984 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -5135652.000000 Penalty: 3455.008301
	Iteration 7F: 3 clusters Score -5135652 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -5137808.500000 Penalty: 3455.008301
	Iteration 8F: 3 clusters Score -5137808 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -5140177.000000 Penalty: 3455.008301
	Iteration 9F: 3 clusters Score -5140177 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -5142173.000000 Penalty: 3455.008301
	Iteration 10F: 3 clusters Score -5142173 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5143631.500000 Penalty: 3455.008301
	Iteration 11Q: 3 clusters Score -5143632 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5144360.000000 Penalty: 3455.008301
	Iteration 12Q: 3 clusters Score -5144360 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5144780.500000 Penalty: 3455.008301
	Iteration 13Q: 3 clusters Score -5144780 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5145011.500000 Penalty: 3455.008301
	Iteration 14Q: 3 clusters Score -5145012 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5145167.500000 Penalty: 3455.008301
	Iteration 15Q: 3 clusters Score -5145168 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5145253.500000 Penalty: 3455.008301
	Iteration 16Q: 3 clusters Score -5145254 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5145300.000000 Penalty: 3455.008301
	Iteration 17Q: 3 clusters Score -5145300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5145315.500000 Penalty: 3455.008301
	Iteration 18Q: 3 clusters Score -5145316 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5145338.000000 Penalty: 3455.008301
	Iteration 19Q: 3 clusters Score -5145338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5145364.500000 Penalty: 3455.008301
	Iteration 20F: 3 clusters Score -5145364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5145377.500000 Penalty: 3455.008301
	Iteration 21Q: 3 clusters Score -5145378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5145384.000000 Penalty: 3455.008301
	Iteration 22Q: 3 clusters Score -5145384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5145397.000000 Penalty: 3455.008301
	Iteration 23Q: 3 clusters Score -5145397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5145408.500000 Penalty: 3455.008301
	Iteration 24Q: 3 clusters Score -5145408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5145421.000000 Penalty: 3455.008301
	Iteration 25Q: 3 clusters Score -5145421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5145427.000000 Penalty: 3455.008301
	Iteration 26Q: 3 clusters Score -5145427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5145429.000000 Penalty: 3455.008301
	Iteration 27Q: 3 clusters Score -5145429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5145435.000000 Penalty: 3455.008301
	Iteration 28Q: 3 clusters Score -5145435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5145435.000000 Penalty: 3455.008301
	Iteration 29Q: 3 clusters Score -5145435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5145440.500000 Penalty: 3455.008301
	Iteration 30Q: 3 clusters Score -5145440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5145447.500000 Penalty: 3455.008301
	Iteration 31Q: 3 clusters Score -5145448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5145456.500000 Penalty: 3455.008301
	Iteration 32Q: 3 clusters Score -5145456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5145455.000000 Penalty: 3455.008301
	Iteration 33Q: 3 clusters Score -5145455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5145462.500000 Penalty: 3455.008301
	Iteration 34Q: 3 clusters Score -5145462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5145464.500000 Penalty: 3455.008301
	Iteration 35Q: 3 clusters Score -5145464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5145469.500000 Penalty: 3455.008301
	Iteration 36Q: 3 clusters Score -5145470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5145470.500000 Penalty: 3455.008301
	Iteration 37Q: 3 clusters Score -5145470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5145469.500000 Penalty: 3455.008301
	Iteration 38Q: 3 clusters Score -5145470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5145469.500000 Penalty: 3455.008301
	Iteration 39Q: 3 clusters Score -5145470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5145469.500000 Penalty: 3455.008301
	Iteration 40F: 3 clusters Score -5145470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77591 members 
Entering Unmasked Estep 
Score: -9634855.000000 Penalty: 1829.621094
	Iteration 0F: 2 clusters Score -9634855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -9584086.000000 Penalty: 3659.242188
	Iteration 0F: 3 clusters Score -9584086 nChanged 36880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -9605555.000000 Penalty: 3659.242188
	Iteration 1F: 3 clusters Score -9605555 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -9606797 nChanged 4198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -9609024 nChanged 5435
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -9612741 nChanged 6537
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -9617952 nChanged 6549
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Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -9623575 nChanged 5152
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Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -9626849 nChanged 3025
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Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -9627767 nChanged 1546
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9628029 nChanged 1111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9628084 nChanged 946
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9628092 nChanged 841
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Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9628105 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -9628090.000000 Penalty: 3659.242188
	Iteration 13Q: 3 clusters Score -9628090 nChanged 749
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9628068 nChanged 738
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9627997 nChanged 711
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9627968 nChanged 711
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9627990 nChanged 689
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -9628019.000000 Penalty: 3659.242188
	Iteration 18Q: 3 clusters Score -9628019 nChanged 696
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -9628016.000000 Penalty: 3659.242188
	Iteration 19Q: 3 clusters Score -9628016 nChanged 715
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9627984 nChanged 706
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Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -9627980.000000 Penalty: 3659.242188
	Iteration 21Q: 3 clusters Score -9627980 nChanged 652
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Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9627972 nChanged 616
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Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9627906 nChanged 550
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Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9627873 nChanged 546
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Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -9627883.000000 Penalty: 3659.242188
	Iteration 25Q: 3 clusters Score -9627883 nChanged 504
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Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9627850 nChanged 471
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Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9627834 nChanged 464
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Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9627878 nChanged 386
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Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9627883 nChanged 344
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Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9627929 nChanged 326
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Mstep: Class 1 contains 39427 members 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9627909 nChanged 317
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Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9627894 nChanged 294
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Mstep: Class 1 contains 38832 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9627927 nChanged 263
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Mstep: Class 1 contains 38577 members 
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Entering Unmasked Estep 
Score: -9627913.000000 Penalty: 3659.242188
	Iteration 34Q: 3 clusters Score -9627913 nChanged 255
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Mstep: Class 1 contains 38330 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9627884 nChanged 262
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9627886 nChanged 272
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9627853 nChanged 267
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Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9627903 nChanged 237
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9627901 nChanged 247
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9627925 nChanged 242
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Mstep: Class 1 contains 36941 members 
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	Iteration 41Q: 3 clusters Score -9627898 nChanged 225
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Mstep: Class 1 contains 36736 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9627907 nChanged 170
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Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9627931 nChanged 159
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Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9627945 nChanged 153
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9627946 nChanged 137
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Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9627940 nChanged 133
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9627958 nChanged 141
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9627941 nChanged 140
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9627935 nChanged 135
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9628003 nChanged 140
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	Iteration 51Q: 3 clusters Score -9627990 nChanged 138
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Mstep: Class 2 contains 42133 members 
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	Iteration 52Q: 3 clusters Score -9627998 nChanged 137
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9628003 nChanged 129
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9628011 nChanged 120
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9628027 nChanged 106
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Mstep: Class 1 contains 35060 members 
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	Iteration 56Q: 3 clusters Score -9628035 nChanged 111
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Mstep: Class 1 contains 34993 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9628031 nChanged 83
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9628022 nChanged 83
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9628028 nChanged 82
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Mstep: Class 1 contains 34851 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9628029 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34801 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9628020 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34773 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9628037 nChanged 56
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9628045 nChanged 48
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Mstep: Class 1 contains 34711 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9628037 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34681 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9628045 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9628041 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9628034 nChanged 24
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9628044 nChanged 22
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9628041 nChanged 23
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9628035 nChanged 26
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9628034 nChanged 27
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9628027 nChanged 18
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9628024 nChanged 26
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9628005 nChanged 22
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9628007 nChanged 26
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Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9628007 nChanged 28
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9628008 nChanged 25
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	Iteration 78Q: 3 clusters Score -9628010 nChanged 26
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9628012 nChanged 28
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9628011 nChanged 26
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9627995 nChanged 16
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	Iteration 82Q: 3 clusters Score -9628005 nChanged 19
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	Iteration 83Q: 3 clusters Score -9628005 nChanged 19
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	Iteration 84Q: 3 clusters Score -9627991 nChanged 16
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	Iteration 85Q: 3 clusters Score -9627993 nChanged 11
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	Iteration 86Q: 3 clusters Score -9627998 nChanged 14
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	Iteration 87Q: 3 clusters Score -9627996 nChanged 8
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	Iteration 88Q: 3 clusters Score -9628003 nChanged 10
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	Iteration 89Q: 3 clusters Score -9627998 nChanged 13
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	Iteration 90Q: 3 clusters Score -9627999 nChanged 3
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	Iteration 91Q: 3 clusters Score -9628005 nChanged 1
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	Iteration 92Q: 3 clusters Score -9628005 nChanged 2
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	Iteration 93Q: 3 clusters Score -9628004 nChanged 1
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	Iteration 94Q: 3 clusters Score -9627999 nChanged 5
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9628007 nChanged 3
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Entering Unmasked Estep 
Score: -9628005.000000 Penalty: 3659.242188
	Iteration 96Q: 3 clusters Score -9628005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -9628006.000000 Penalty: 3659.242188
	Iteration 97Q: 3 clusters Score -9628006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -9628002.000000 Penalty: 3659.242188
	Iteration 98Q: 3 clusters Score -9628002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -9628007.000000 Penalty: 3659.242188
	Iteration 99Q: 3 clusters Score -9628007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -9628013.000000 Penalty: 3659.242188
	Iteration 100F: 3 clusters Score -9628013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Entering Unmasked Estep 
Score: -1590763.875000 Penalty: 1542.471191
	Iteration 0F: 2 clusters Score -1590764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1581550.625000 Penalty: 3084.942383
	Iteration 0F: 3 clusters Score -1581551 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1584559.500000 Penalty: 3084.942383
	Iteration 1F: 3 clusters Score -1584560 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1584794.000000 Penalty: 3084.942383
	Iteration 2F: 3 clusters Score -1584794 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1584995.000000 Penalty: 3084.942383
	Iteration 3Q: 3 clusters Score -1584995 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1585228.375000 Penalty: 3084.942383
	Iteration 4Q: 3 clusters Score -1585228 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1585553.125000 Penalty: 3084.942383
	Iteration 5Q: 3 clusters Score -1585553 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1585965.875000 Penalty: 3084.942383
	Iteration 6F: 3 clusters Score -1585966 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1586499.125000 Penalty: 3084.942383
	Iteration 7F: 3 clusters Score -1586499 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1587195.250000 Penalty: 3084.942383
	Iteration 8F: 3 clusters Score -1587195 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1588068.000000 Penalty: 3084.942383
	Iteration 9F: 3 clusters Score -1588068 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1588863.875000 Penalty: 3084.942383
	Iteration 10F: 3 clusters Score -1588864 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1589415.250000 Penalty: 3084.942383
	Iteration 11Q: 3 clusters Score -1589415 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1589627.750000 Penalty: 3084.942383
	Iteration 12Q: 3 clusters Score -1589628 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1589720.625000 Penalty: 3084.942383
	Iteration 13Q: 3 clusters Score -1589721 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1589759.250000 Penalty: 3084.942383
	Iteration 14Q: 3 clusters Score -1589759 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1589778.875000 Penalty: 3084.942383
	Iteration 15Q: 3 clusters Score -1589779 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1589800.875000 Penalty: 3084.942383
	Iteration 16Q: 3 clusters Score -1589801 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1589808.500000 Penalty: 3084.942383
	Iteration 17Q: 3 clusters Score -1589808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1589811.250000 Penalty: 3084.942383
	Iteration 18Q: 3 clusters Score -1589811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1589821.375000 Penalty: 3084.942383
	Iteration 19Q: 3 clusters Score -1589821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1589824.750000 Penalty: 3084.942383
	Iteration 20F: 3 clusters Score -1589825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1589828.125000 Penalty: 3084.942383
	Iteration 21Q: 3 clusters Score -1589828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1589829.500000 Penalty: 3084.942383
	Iteration 22Q: 3 clusters Score -1589830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1589832.250000 Penalty: 3084.942383
	Iteration 23Q: 3 clusters Score -1589832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1589832.125000 Penalty: 3084.942383
	Iteration 24Q: 3 clusters Score -1589832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1589838.500000 Penalty: 3084.942383
	Iteration 25Q: 3 clusters Score -1589838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1589841.875000 Penalty: 3084.942383
	Iteration 26Q: 3 clusters Score -1589842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1589841.750000 Penalty: 3084.942383
	Iteration 27Q: 3 clusters Score -1589842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1589840.250000 Penalty: 3084.942383
	Iteration 28Q: 3 clusters Score -1589840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1589840.000000 Penalty: 3084.942383
	Iteration 29Q: 3 clusters Score -1589840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1589837.500000 Penalty: 3084.942383
	Iteration 30Q: 3 clusters Score -1589838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1589838.750000 Penalty: 3084.942383
	Iteration 31Q: 3 clusters Score -1589839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1589839.875000 Penalty: 3084.942383
	Iteration 32Q: 3 clusters Score -1589840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1589838.625000 Penalty: 3084.942383
	Iteration 33Q: 3 clusters Score -1589839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1589838.625000 Penalty: 3084.942383
	Iteration 34F: 3 clusters Score -1589839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70735 members 
Entering Unmasked Estep 
Score: -8810084.000000 Penalty: 1814.588013
	Iteration 0F: 2 clusters Score -8810084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -8763838.000000 Penalty: 3629.176025
	Iteration 0F: 3 clusters Score -8763838 nChanged 33502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -8782965.000000 Penalty: 3629.176025
	Iteration 1F: 3 clusters Score -8782965 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -8783493.000000 Penalty: 3629.176025
	Iteration 2Q: 3 clusters Score -8783493 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -8784319.000000 Penalty: 3629.176025
	Iteration 3Q: 3 clusters Score -8784319 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -8785731.000000 Penalty: 3629.176025
	Iteration 4Q: 3 clusters Score -8785731 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -8788318.000000 Penalty: 3629.176025
	Iteration 5F: 3 clusters Score -8788318 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -8792705.000000 Penalty: 3629.176025
	Iteration 6F: 3 clusters Score -8792705 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 60061 members 
Entering Unmasked Estep 
Score: -8798477.000000 Penalty: 3629.176025
	Iteration 7F: 3 clusters Score -8798477 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 65318 members 
Entering Unmasked Estep 
Score: -8803662.000000 Penalty: 3629.176025
	Iteration 8F: 3 clusters Score -8803662 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 68355 members 
Entering Unmasked Estep 
Score: -8806601.000000 Penalty: 3629.176025
	Iteration 9Q: 3 clusters Score -8806601 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -8807821.000000 Penalty: 3629.176025
	Iteration 10Q: 3 clusters Score -8807821 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -8808206.000000 Penalty: 3629.176025
	Iteration 11Q: 3 clusters Score -8808206 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 70351 members 
Entering Unmasked Estep 
Score: -8808350.000000 Penalty: 3629.176025
	Iteration 12Q: 3 clusters Score -8808350 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 70415 members 
Entering Unmasked Estep 
Score: -8808419.000000 Penalty: 3629.176025
	Iteration 13Q: 3 clusters Score -8808419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 70448 members 
Entering Unmasked Estep 
Score: -8808467.000000 Penalty: 3629.176025
	Iteration 14Q: 3 clusters Score -8808467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 70475 members 
Entering Unmasked Estep 
Score: -8808481.000000 Penalty: 3629.176025
	Iteration 15Q: 3 clusters Score -8808481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -8808503.000000 Penalty: 3629.176025
	Iteration 16Q: 3 clusters Score -8808503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 70500 members 
Entering Unmasked Estep 
Score: -8808516.000000 Penalty: 3629.176025
	Iteration 17Q: 3 clusters Score -8808516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -8808533.000000 Penalty: 3629.176025
	Iteration 18Q: 3 clusters Score -8808533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -8808533.000000 Penalty: 3629.176025
	Iteration 19Q: 3 clusters Score -8808533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 70514 members 
Entering Unmasked Estep 
Score: -8808539.000000 Penalty: 3629.176025
	Iteration 20F: 3 clusters Score -8808539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 70514 members 
Entering Unmasked Estep 
Score: -8808537.000000 Penalty: 3629.176025
	Iteration 21Q: 3 clusters Score -8808537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 70514 members 
Entering Unmasked Estep 
Score: -8808537.000000 Penalty: 3629.176025
	Iteration 22F: 3 clusters Score -8808537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (75623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75623 members 
Entering Unmasked Estep 
Score: -9396300.000000 Penalty: 1825.446289
	Iteration 0F: 2 clusters Score -9396300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -9347139.000000 Penalty: 3650.892578
	Iteration 0F: 3 clusters Score -9347139 nChanged 35794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -9367910.000000 Penalty: 3650.892578
	Iteration 1F: 3 clusters Score -9367910 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -9368520.000000 Penalty: 3650.892578
	Iteration 2Q: 3 clusters Score -9368520 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -9369501.000000 Penalty: 3650.892578
	Iteration 3Q: 3 clusters Score -9369501 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -9370736.000000 Penalty: 3650.892578
	Iteration 4Q: 3 clusters Score -9370736 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -9372589.000000 Penalty: 3650.892578
	Iteration 5Q: 3 clusters Score -9372589 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -9375073.000000 Penalty: 3650.892578
	Iteration 6F: 3 clusters Score -9375073 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -9378275.000000 Penalty: 3650.892578
	Iteration 7F: 3 clusters Score -9378275 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -9381397.000000 Penalty: 3650.892578
	Iteration 8F: 3 clusters Score -9381397 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -9383370.000000 Penalty: 3650.892578
	Iteration 9F: 3 clusters Score -9383370 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -9384372.000000 Penalty: 3650.892578
	Iteration 10Q: 3 clusters Score -9384372 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -9384918.000000 Penalty: 3650.892578
	Iteration 11Q: 3 clusters Score -9384918 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -9385240.000000 Penalty: 3650.892578
	Iteration 12Q: 3 clusters Score -9385240 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -9385537.000000 Penalty: 3650.892578
	Iteration 13Q: 3 clusters Score -9385537 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -9385849.000000 Penalty: 3650.892578
	Iteration 14Q: 3 clusters Score -9385849 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -9386237.000000 Penalty: 3650.892578
	Iteration 15Q: 3 clusters Score -9386237 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -9386627.000000 Penalty: 3650.892578
	Iteration 16Q: 3 clusters Score -9386627 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -9387054.000000 Penalty: 3650.892578
	Iteration 17Q: 3 clusters Score -9387054 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -9387637.000000 Penalty: 3650.892578
	Iteration 18Q: 3 clusters Score -9387637 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62439 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -9388306.000000 Penalty: 3650.892578
	Iteration 19Q: 3 clusters Score -9388306 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -9389021.000000 Penalty: 3650.892578
	Iteration 20F: 3 clusters Score -9389021 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65246 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -9389760.000000 Penalty: 3650.892578
	Iteration 21Q: 3 clusters Score -9389760 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -9390599.000000 Penalty: 3650.892578
	Iteration 22Q: 3 clusters Score -9390599 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -9391413.000000 Penalty: 3650.892578
	Iteration 23Q: 3 clusters Score -9391413 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69119 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -9392150.000000 Penalty: 3650.892578
	Iteration 24Q: 3 clusters Score -9392150 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70170 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -9392857.000000 Penalty: 3650.892578
	Iteration 25Q: 3 clusters Score -9392857 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71101 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -9393477.000000 Penalty: 3650.892578
	Iteration 26Q: 3 clusters Score -9393477 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -9394001.000000 Penalty: 3650.892578
	Iteration 27Q: 3 clusters Score -9394001 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72525 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -9394324.000000 Penalty: 3650.892578
	Iteration 28Q: 3 clusters Score -9394324 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73014 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -9394542.000000 Penalty: 3650.892578
	Iteration 29Q: 3 clusters Score -9394542 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73425 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9394694.000000 Penalty: 3650.892578
	Iteration 30Q: 3 clusters Score -9394694 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73754 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -9394810.000000 Penalty: 3650.892578
	Iteration 31Q: 3 clusters Score -9394810 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73991 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -9394911.000000 Penalty: 3650.892578
	Iteration 32Q: 3 clusters Score -9394911 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74192 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -9394971.000000 Penalty: 3650.892578
	Iteration 33Q: 3 clusters Score -9394971 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -9395032.000000 Penalty: 3650.892578
	Iteration 34Q: 3 clusters Score -9395032 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74461 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9395061.000000 Penalty: 3650.892578
	Iteration 35Q: 3 clusters Score -9395061 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74572 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9395095.000000 Penalty: 3650.892578
	Iteration 36Q: 3 clusters Score -9395095 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -9395123.000000 Penalty: 3650.892578
	Iteration 37Q: 3 clusters Score -9395123 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74717 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -9395162.000000 Penalty: 3650.892578
	Iteration 38Q: 3 clusters Score -9395162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9395191.000000 Penalty: 3650.892578
	Iteration 39Q: 3 clusters Score -9395191 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74809 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9395217.000000 Penalty: 3650.892578
	Iteration 40F: 3 clusters Score -9395217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74832 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9395225.000000 Penalty: 3650.892578
	Iteration 41Q: 3 clusters Score -9395225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9395225.000000 Penalty: 3650.892578
	Iteration 42Q: 3 clusters Score -9395225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9395248.000000 Penalty: 3650.892578
	Iteration 43Q: 3 clusters Score -9395248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74894 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9395247.000000 Penalty: 3650.892578
	Iteration 44Q: 3 clusters Score -9395247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74910 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9395251.000000 Penalty: 3650.892578
	Iteration 45Q: 3 clusters Score -9395251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9395264.000000 Penalty: 3650.892578
	Iteration 46Q: 3 clusters Score -9395264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74943 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9395282.000000 Penalty: 3650.892578
	Iteration 47Q: 3 clusters Score -9395282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74958 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9395292.000000 Penalty: 3650.892578
	Iteration 48Q: 3 clusters Score -9395292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9395295.000000 Penalty: 3650.892578
	Iteration 49Q: 3 clusters Score -9395295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74978 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9395304.000000 Penalty: 3650.892578
	Iteration 50Q: 3 clusters Score -9395304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9395306.000000 Penalty: 3650.892578
	Iteration 51Q: 3 clusters Score -9395306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9395314.000000 Penalty: 3650.892578
	Iteration 52Q: 3 clusters Score -9395314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74994 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9395312.000000 Penalty: 3650.892578
	Iteration 53Q: 3 clusters Score -9395312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74997 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9395310.000000 Penalty: 3650.892578
	Iteration 54Q: 3 clusters Score -9395310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9395314.000000 Penalty: 3650.892578
	Iteration 55Q: 3 clusters Score -9395314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75002 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9395316.000000 Penalty: 3650.892578
	Iteration 56Q: 3 clusters Score -9395316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75002 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9395316.000000 Penalty: 3650.892578
	Iteration 57F: 3 clusters Score -9395316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Entering Unmasked Estep 
Score: -930017.375000 Penalty: 1451.334229
	Iteration 0F: 2 clusters Score -930017.4 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 3788 members 
Entering Unmasked Estep 
Score: -924397.687500 Penalty: 2902.668457
	Iteration 0F: 3 clusters Score -924397.7 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -926165.187500 Penalty: 2902.668457
	Iteration 1F: 3 clusters Score -926165.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -926406.375000 Penalty: 2902.668457
	Iteration 2F: 3 clusters Score -926406.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -926645.500000 Penalty: 2902.668457
	Iteration 3F: 3 clusters Score -926645.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -926871.437500 Penalty: 2902.668457
	Iteration 4F: 3 clusters Score -926871.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -927098.125000 Penalty: 2902.668457
	Iteration 5F: 3 clusters Score -927098.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -927340.375000 Penalty: 2902.668457
	Iteration 6F: 3 clusters Score -927340.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -927577.375000 Penalty: 2902.668457
	Iteration 7Q: 3 clusters Score -927577.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -927807.437500 Penalty: 2902.668457
	Iteration 8Q: 3 clusters Score -927807.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -928004.312500 Penalty: 2902.668457
	Iteration 9Q: 3 clusters Score -928004.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -928202.062500 Penalty: 2902.668457
	Iteration 10Q: 3 clusters Score -928202.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -928362.375000 Penalty: 2902.668457
	Iteration 11Q: 3 clusters Score -928362.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -928503.562500 Penalty: 2902.668457
	Iteration 12Q: 3 clusters Score -928503.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -928619.750000 Penalty: 2902.668457
	Iteration 13Q: 3 clusters Score -928619.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -928729.125000 Penalty: 2902.668457
	Iteration 14Q: 3 clusters Score -928729.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -928809.562500 Penalty: 2902.668457
	Iteration 15Q: 3 clusters Score -928809.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -928876.562500 Penalty: 2902.668457
	Iteration 16Q: 3 clusters Score -928876.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -928926.750000 Penalty: 2902.668457
	Iteration 17Q: 3 clusters Score -928926.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -928966.250000 Penalty: 2902.668457
	Iteration 18Q: 3 clusters Score -928966.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -928991.250000 Penalty: 2902.668457
	Iteration 19Q: 3 clusters Score -928991.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -929007.937500 Penalty: 2902.668457
	Iteration 20F: 3 clusters Score -929007.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -929018.937500 Penalty: 2902.668457
	Iteration 21Q: 3 clusters Score -929018.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -929025.187500 Penalty: 2902.668457
	Iteration 22Q: 3 clusters Score -929025.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -929032.562500 Penalty: 2902.668457
	Iteration 23Q: 3 clusters Score -929032.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -929039.812500 Penalty: 2902.668457
	Iteration 24Q: 3 clusters Score -929039.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -929045.375000 Penalty: 2902.668457
	Iteration 25Q: 3 clusters Score -929045.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -929050.062500 Penalty: 2902.668457
	Iteration 26Q: 3 clusters Score -929050.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -929054.000000 Penalty: 2902.668457
	Iteration 27Q: 3 clusters Score -929054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -929062.062500 Penalty: 2902.668457
	Iteration 28Q: 3 clusters Score -929062.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -929067.625000 Penalty: 2902.668457
	Iteration 29Q: 3 clusters Score -929067.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -929072.062500 Penalty: 2902.668457
	Iteration 30Q: 3 clusters Score -929072.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -929076.375000 Penalty: 2902.668457
	Iteration 31Q: 3 clusters Score -929076.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -929077.875000 Penalty: 2902.668457
	Iteration 32Q: 3 clusters Score -929077.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -929078.062500 Penalty: 2902.668457
	Iteration 33Q: 3 clusters Score -929078.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -929078.125000 Penalty: 2902.668457
	Iteration 34Q: 3 clusters Score -929078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -929078.500000 Penalty: 2902.668457
	Iteration 35Q: 3 clusters Score -929078.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -929078.562500 Penalty: 2902.668457
	Iteration 36Q: 3 clusters Score -929078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -929080.062500 Penalty: 2902.668457
	Iteration 37Q: 3 clusters Score -929080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -929081.687500 Penalty: 2902.668457
	Iteration 38Q: 3 clusters Score -929081.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -929081.687500 Penalty: 2902.668457
	Iteration 39F: 3 clusters Score -929081.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Entering Unmasked Estep 
Score: -303924.750000 Penalty: 1266.189575
	Iteration 0F: 2 clusters Score -303924.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -301545.843750 Penalty: 2532.379150
	Iteration 0F: 3 clusters Score -301545.8 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -302086.687500 Penalty: 2532.379150
	Iteration 1F: 3 clusters Score -302086.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -302183.218750 Penalty: 2532.379150
	Iteration 2F: 3 clusters Score -302183.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -302244.125000 Penalty: 2532.379150
	Iteration 3Q: 3 clusters Score -302244.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -302279.218750 Penalty: 2532.379150
	Iteration 4Q: 3 clusters Score -302279.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -302301.406250 Penalty: 2532.379150
	Iteration 5Q: 3 clusters Score -302301.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -302320.500000 Penalty: 2532.379150
	Iteration 6Q: 3 clusters Score -302320.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -302341.281250 Penalty: 2532.379150
	Iteration 7Q: 3 clusters Score -302341.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -302358.218750 Penalty: 2532.379150
	Iteration 8Q: 3 clusters Score -302358.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -302370.812500 Penalty: 2532.379150
	Iteration 9Q: 3 clusters Score -302370.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -302380.375000 Penalty: 2532.379150
	Iteration 10Q: 3 clusters Score -302380.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -302393.343750 Penalty: 2532.379150
	Iteration 11Q: 3 clusters Score -302393.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -302400.343750 Penalty: 2532.379150
	Iteration 12Q: 3 clusters Score -302400.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -302403.531250 Penalty: 2532.379150
	Iteration 13Q: 3 clusters Score -302403.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -302406.000000 Penalty: 2532.379150
	Iteration 14Q: 3 clusters Score -302406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -302407.000000 Penalty: 2532.379150
	Iteration 15Q: 3 clusters Score -302407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -302408.437500 Penalty: 2532.379150
	Iteration 16Q: 3 clusters Score -302408.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -302408.906250 Penalty: 2532.379150
	Iteration 17Q: 3 clusters Score -302408.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -302410.406250 Penalty: 2532.379150
	Iteration 18Q: 3 clusters Score -302410.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -302411.593750 Penalty: 2532.379150
	Iteration 19Q: 3 clusters Score -302411.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -302412.187500 Penalty: 2532.379150
	Iteration 20F: 3 clusters Score -302412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -302412.625000 Penalty: 2532.379150
	Iteration 21Q: 3 clusters Score -302412.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -302412.781250 Penalty: 2532.379150
	Iteration 22Q: 3 clusters Score -302412.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -302413.375000 Penalty: 2532.379150
	Iteration 23Q: 3 clusters Score -302413.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -302414.562500 Penalty: 2532.379150
	Iteration 24Q: 3 clusters Score -302414.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -302415.343750 Penalty: 2532.379150
	Iteration 25Q: 3 clusters Score -302415.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -302415.343750 Penalty: 2532.379150
	Iteration 26F: 3 clusters Score -302415.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -100987.515625 Penalty: 1091.052734
	Iteration 0F: 2 clusters Score -100987.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -99645.460938 Penalty: 2182.105469
	Iteration 0F: 3 clusters Score -99645.46 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -99861.875000 Penalty: 2182.105469
	Iteration 1F: 3 clusters Score -99861.88 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -99929.085938 Penalty: 2182.105469
	Iteration 2F: 3 clusters Score -99929.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -99969.289062 Penalty: 2182.105469
	Iteration 3Q: 3 clusters Score -99969.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -99993.328125 Penalty: 2182.105469
	Iteration 4Q: 3 clusters Score -99993.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -100003.640625 Penalty: 2182.105469
	Iteration 5Q: 3 clusters Score -100003.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -100012.382812 Penalty: 2182.105469
	Iteration 6Q: 3 clusters Score -100012.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -100020.492188 Penalty: 2182.105469
	Iteration 7Q: 3 clusters Score -100020.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -100023.398438 Penalty: 2182.105469
	Iteration 8Q: 3 clusters Score -100023.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -100025.273438 Penalty: 2182.105469
	Iteration 9Q: 3 clusters Score -100025.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -100028.343750 Penalty: 2182.105469
	Iteration 10Q: 3 clusters Score -100028.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -100030.242188 Penalty: 2182.105469
	Iteration 11Q: 3 clusters Score -100030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -100031.492188 Penalty: 2182.105469
	Iteration 12Q: 3 clusters Score -100031.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -100033.945312 Penalty: 2182.105469
	Iteration 13Q: 3 clusters Score -100033.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -100036.335938 Penalty: 2182.105469
	Iteration 14Q: 3 clusters Score -100036.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -100038.476562 Penalty: 2182.105469
	Iteration 15Q: 3 clusters Score -100038.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -100042.015625 Penalty: 2182.105469
	Iteration 16Q: 3 clusters Score -100042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100043.500000 Penalty: 2182.105469
	Iteration 17Q: 3 clusters Score -100043.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -100045.828125 Penalty: 2182.105469
	Iteration 18Q: 3 clusters Score -100045.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -100045.828125 Penalty: 2182.105469
	Iteration 19F: 3 clusters Score -100045.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Entering Unmasked Estep 
Score: -5410045.500000 Penalty: 1735.677124
	Iteration 0F: 2 clusters Score -5410046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -5380927.000000 Penalty: 3471.354248
	Iteration 0F: 3 clusters Score -5380927 nChanged 20342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -5392258.000000 Penalty: 3471.354248
	Iteration 1F: 3 clusters Score -5392258 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -5392582.000000 Penalty: 3471.354248
	Iteration 2Q: 3 clusters Score -5392582 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -5393009.000000 Penalty: 3471.354248
	Iteration 3Q: 3 clusters Score -5393009 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -5393417.500000 Penalty: 3471.354248
	Iteration 4Q: 3 clusters Score -5393418 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -5394004.500000 Penalty: 3471.354248
	Iteration 5Q: 3 clusters Score -5394004 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -5394861.500000 Penalty: 3471.354248
	Iteration 6Q: 3 clusters Score -5394862 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -5396083.000000 Penalty: 3471.354248
	Iteration 7Q: 3 clusters Score -5396083 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -5397644.000000 Penalty: 3471.354248
	Iteration 8F: 3 clusters Score -5397644 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -5399663.500000 Penalty: 3471.354248
	Iteration 9F: 3 clusters Score -5399664 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -5402091.500000 Penalty: 3471.354248
	Iteration 10F: 3 clusters Score -5402092 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -5404088.000000 Penalty: 3471.354248
	Iteration 11F: 3 clusters Score -5404088 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -5405062.000000 Penalty: 3471.354248
	Iteration 12Q: 3 clusters Score -5405062 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -5405422.500000 Penalty: 3471.354248
	Iteration 13Q: 3 clusters Score -5405422 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -5405664.000000 Penalty: 3471.354248
	Iteration 14Q: 3 clusters Score -5405664 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -5405842.000000 Penalty: 3471.354248
	Iteration 15Q: 3 clusters Score -5405842 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -5405993.500000 Penalty: 3471.354248
	Iteration 16Q: 3 clusters Score -5405994 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -5406100.500000 Penalty: 3471.354248
	Iteration 17Q: 3 clusters Score -5406100 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -5406211.000000 Penalty: 3471.354248
	Iteration 18Q: 3 clusters Score -5406211 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -5406328.000000 Penalty: 3471.354248
	Iteration 19Q: 3 clusters Score -5406328 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -5406420.000000 Penalty: 3471.354248
	Iteration 20F: 3 clusters Score -5406420 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -5406520.000000 Penalty: 3471.354248
	Iteration 21Q: 3 clusters Score -5406520 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -5406608.000000 Penalty: 3471.354248
	Iteration 22Q: 3 clusters Score -5406608 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -5406671.000000 Penalty: 3471.354248
	Iteration 23Q: 3 clusters Score -5406671 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -5406782.000000 Penalty: 3471.354248
	Iteration 24Q: 3 clusters Score -5406782 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -5406889.000000 Penalty: 3471.354248
	Iteration 25Q: 3 clusters Score -5406889 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -5406969.500000 Penalty: 3471.354248
	Iteration 26Q: 3 clusters Score -5406970 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -5407097.000000 Penalty: 3471.354248
	Iteration 27Q: 3 clusters Score -5407097 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -5407182.000000 Penalty: 3471.354248
	Iteration 28Q: 3 clusters Score -5407182 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -5407306.000000 Penalty: 3471.354248
	Iteration 29Q: 3 clusters Score -5407306 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -5407428.500000 Penalty: 3471.354248
	Iteration 30Q: 3 clusters Score -5407428 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -5407554.500000 Penalty: 3471.354248
	Iteration 31Q: 3 clusters Score -5407554 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -5407640.500000 Penalty: 3471.354248
	Iteration 32Q: 3 clusters Score -5407640 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -5407723.000000 Penalty: 3471.354248
	Iteration 33Q: 3 clusters Score -5407723 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -5407813.500000 Penalty: 3471.354248
	Iteration 34Q: 3 clusters Score -5407814 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -5407937.500000 Penalty: 3471.354248
	Iteration 35Q: 3 clusters Score -5407938 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -5408037.000000 Penalty: 3471.354248
	Iteration 36Q: 3 clusters Score -5408037 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -5408107.500000 Penalty: 3471.354248
	Iteration 37Q: 3 clusters Score -5408108 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -5408214.500000 Penalty: 3471.354248
	Iteration 38Q: 3 clusters Score -5408214 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -5408281.500000 Penalty: 3471.354248
	Iteration 39Q: 3 clusters Score -5408282 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -5408346.500000 Penalty: 3471.354248
	Iteration 40F: 3 clusters Score -5408346 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -5408376.000000 Penalty: 3471.354248
	Iteration 41Q: 3 clusters Score -5408376 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -5408464.500000 Penalty: 3471.354248
	Iteration 42Q: 3 clusters Score -5408464 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -5408532.500000 Penalty: 3471.354248
	Iteration 43Q: 3 clusters Score -5408532 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -5408589.500000 Penalty: 3471.354248
	Iteration 44Q: 3 clusters Score -5408590 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -5408635.500000 Penalty: 3471.354248
	Iteration 45Q: 3 clusters Score -5408636 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -5408683.500000 Penalty: 3471.354248
	Iteration 46Q: 3 clusters Score -5408684 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -5408716.500000 Penalty: 3471.354248
	Iteration 47Q: 3 clusters Score -5408716 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -5408756.500000 Penalty: 3471.354248
	Iteration 48Q: 3 clusters Score -5408756 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -5408789.500000 Penalty: 3471.354248
	Iteration 49Q: 3 clusters Score -5408790 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -5408816.000000 Penalty: 3471.354248
	Iteration 50Q: 3 clusters Score -5408816 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -5408824.000000 Penalty: 3471.354248
	Iteration 51Q: 3 clusters Score -5408824 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -5408834.000000 Penalty: 3471.354248
	Iteration 52Q: 3 clusters Score -5408834 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -5408856.500000 Penalty: 3471.354248
	Iteration 53Q: 3 clusters Score -5408856 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -5408875.500000 Penalty: 3471.354248
	Iteration 54Q: 3 clusters Score -5408876 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -5408894.500000 Penalty: 3471.354248
	Iteration 55Q: 3 clusters Score -5408894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -5408910.000000 Penalty: 3471.354248
	Iteration 56Q: 3 clusters Score -5408910 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -5408914.000000 Penalty: 3471.354248
	Iteration 57Q: 3 clusters Score -5408914 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -5408941.500000 Penalty: 3471.354248
	Iteration 58Q: 3 clusters Score -5408942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -5408938.000000 Penalty: 3471.354248
	Iteration 59Q: 3 clusters Score -5408938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -5408950.000000 Penalty: 3471.354248
	Iteration 60F: 3 clusters Score -5408950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -5408957.500000 Penalty: 3471.354248
	Iteration 61Q: 3 clusters Score -5408958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -5408971.500000 Penalty: 3471.354248
	Iteration 62Q: 3 clusters Score -5408972 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -5408988.500000 Penalty: 3471.354248
	Iteration 63Q: 3 clusters Score -5408988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -5408993.500000 Penalty: 3471.354248
	Iteration 64Q: 3 clusters Score -5408994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -5408998.000000 Penalty: 3471.354248
	Iteration 65Q: 3 clusters Score -5408998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -5409002.000000 Penalty: 3471.354248
	Iteration 66Q: 3 clusters Score -5409002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -5409025.000000 Penalty: 3471.354248
	Iteration 67Q: 3 clusters Score -5409025 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -5409022.000000 Penalty: 3471.354248
	Iteration 68Q: 3 clusters Score -5409022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -5409023.500000 Penalty: 3471.354248
	Iteration 69Q: 3 clusters Score -5409024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -5409024.000000 Penalty: 3471.354248
	Iteration 70Q: 3 clusters Score -5409024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -5409023.500000 Penalty: 3471.354248
	Iteration 71Q: 3 clusters Score -5409024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -5409028.000000 Penalty: 3471.354248
	Iteration 72Q: 3 clusters Score -5409028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -5409026.500000 Penalty: 3471.354248
	Iteration 73Q: 3 clusters Score -5409026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -5409025.500000 Penalty: 3471.354248
	Iteration 74Q: 3 clusters Score -5409026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -5409032.000000 Penalty: 3471.354248
	Iteration 75Q: 3 clusters Score -5409032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -5409032.500000 Penalty: 3471.354248
	Iteration 76Q: 3 clusters Score -5409032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -5409029.000000 Penalty: 3471.354248
	Iteration 77Q: 3 clusters Score -5409029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -5409032.000000 Penalty: 3471.354248
	Iteration 78Q: 3 clusters Score -5409032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -5409039.500000 Penalty: 3471.354248
	Iteration 79Q: 3 clusters Score -5409040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -5409038.500000 Penalty: 3471.354248
	Iteration 80F: 3 clusters Score -5409038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -5409038.500000 Penalty: 3471.354248
	Iteration 81Q: 3 clusters Score -5409038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -5409035.500000 Penalty: 3471.354248
	Iteration 82Q: 3 clusters Score -5409036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -5409035.000000 Penalty: 3471.354248
	Iteration 83Q: 3 clusters Score -5409035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -5409036.500000 Penalty: 3471.354248
	Iteration 84Q: 3 clusters Score -5409036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -5409032.500000 Penalty: 3471.354248
	Iteration 85Q: 3 clusters Score -5409032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -5409030.000000 Penalty: 3471.354248
	Iteration 86Q: 3 clusters Score -5409030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -5409029.000000 Penalty: 3471.354248
	Iteration 87Q: 3 clusters Score -5409029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -5409027.000000 Penalty: 3471.354248
	Iteration 88Q: 3 clusters Score -5409027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -5409032.000000 Penalty: 3471.354248
	Iteration 89Q: 3 clusters Score -5409032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -5409034.500000 Penalty: 3471.354248
	Iteration 90Q: 3 clusters Score -5409034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -5409030.500000 Penalty: 3471.354248
	Iteration 91Q: 3 clusters Score -5409030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -5409029.000000 Penalty: 3471.354248
	Iteration 92Q: 3 clusters Score -5409029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -5409031.500000 Penalty: 3471.354248
	Iteration 93Q: 3 clusters Score -5409032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -5409033.500000 Penalty: 3471.354248
	Iteration 94Q: 3 clusters Score -5409034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -5409033.500000 Penalty: 3471.354248
	Iteration 95Q: 3 clusters Score -5409034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -5409033.500000 Penalty: 3471.354248
	Iteration 96F: 3 clusters Score -5409034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Entering Unmasked Estep 
Score: -4301057.000000 Penalty: 1701.378662
	Iteration 0F: 2 clusters Score -4301057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -4277430.000000 Penalty: 3402.757324
	Iteration 0F: 3 clusters Score -4277430 nChanged 16361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -4286389.000000 Penalty: 3402.757324
	Iteration 1F: 3 clusters Score -4286389 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -4286704.000000 Penalty: 3402.757324
	Iteration 2Q: 3 clusters Score -4286704 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -4287003.000000 Penalty: 3402.757324
	Iteration 3Q: 3 clusters Score -4287003 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -4287268.000000 Penalty: 3402.757324
	Iteration 4Q: 3 clusters Score -4287268 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4287547.000000 Penalty: 3402.757324
	Iteration 5Q: 3 clusters Score -4287547 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -4287899.000000 Penalty: 3402.757324
	Iteration 6Q: 3 clusters Score -4287899 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -4288297.500000 Penalty: 3402.757324
	Iteration 7Q: 3 clusters Score -4288298 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -4288864.500000 Penalty: 3402.757324
	Iteration 8Q: 3 clusters Score -4288864 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -4289666.500000 Penalty: 3402.757324
	Iteration 9Q: 3 clusters Score -4289666 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -4290768.500000 Penalty: 3402.757324
	Iteration 10Q: 3 clusters Score -4290768 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -4292151.500000 Penalty: 3402.757324
	Iteration 11F: 3 clusters Score -4292152 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -4293359.000000 Penalty: 3402.757324
	Iteration 12F: 3 clusters Score -4293359 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -4294156.500000 Penalty: 3402.757324
	Iteration 13Q: 3 clusters Score -4294156 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -4294648.500000 Penalty: 3402.757324
	Iteration 14Q: 3 clusters Score -4294648 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -4295009.000000 Penalty: 3402.757324
	Iteration 15Q: 3 clusters Score -4295009 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -4295412.000000 Penalty: 3402.757324
	Iteration 16Q: 3 clusters Score -4295412 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -4295838.000000 Penalty: 3402.757324
	Iteration 17Q: 3 clusters Score -4295838 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -4296231.000000 Penalty: 3402.757324
	Iteration 18Q: 3 clusters Score -4296231 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -4296616.500000 Penalty: 3402.757324
	Iteration 19Q: 3 clusters Score -4296616 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -4296981.500000 Penalty: 3402.757324
	Iteration 20F: 3 clusters Score -4296982 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -4297374.500000 Penalty: 3402.757324
	Iteration 21Q: 3 clusters Score -4297374 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -4297747.000000 Penalty: 3402.757324
	Iteration 22Q: 3 clusters Score -4297747 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -4298154.000000 Penalty: 3402.757324
	Iteration 23Q: 3 clusters Score -4298154 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -4298522.000000 Penalty: 3402.757324
	Iteration 24Q: 3 clusters Score -4298522 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -4298817.000000 Penalty: 3402.757324
	Iteration 25Q: 3 clusters Score -4298817 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -4299013.000000 Penalty: 3402.757324
	Iteration 26Q: 3 clusters Score -4299013 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -4299184.500000 Penalty: 3402.757324
	Iteration 27Q: 3 clusters Score -4299184 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -4299310.000000 Penalty: 3402.757324
	Iteration 28Q: 3 clusters Score -4299310 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -4299389.000000 Penalty: 3402.757324
	Iteration 29Q: 3 clusters Score -4299389 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -4299460.000000 Penalty: 3402.757324
	Iteration 30Q: 3 clusters Score -4299460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -4299500.500000 Penalty: 3402.757324
	Iteration 31Q: 3 clusters Score -4299500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -4299513.000000 Penalty: 3402.757324
	Iteration 32Q: 3 clusters Score -4299513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -4299527.500000 Penalty: 3402.757324
	Iteration 33Q: 3 clusters Score -4299528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -4299543.000000 Penalty: 3402.757324
	Iteration 34Q: 3 clusters Score -4299543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -4299558.500000 Penalty: 3402.757324
	Iteration 35Q: 3 clusters Score -4299558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -4299571.000000 Penalty: 3402.757324
	Iteration 36Q: 3 clusters Score -4299571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4299576.500000 Penalty: 3402.757324
	Iteration 37Q: 3 clusters Score -4299576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -4299586.000000 Penalty: 3402.757324
	Iteration 38Q: 3 clusters Score -4299586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -4299590.500000 Penalty: 3402.757324
	Iteration 39Q: 3 clusters Score -4299590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -4299593.000000 Penalty: 3402.757324
	Iteration 40F: 3 clusters Score -4299593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -4299598.000000 Penalty: 3402.757324
	Iteration 41Q: 3 clusters Score -4299598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -4299598.000000 Penalty: 3402.757324
	Iteration 42F: 3 clusters Score -4299598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Entering Unmasked Estep 
Score: -10174932.000000 Penalty: 1838.286621
	Iteration 0F: 2 clusters Score -1.017493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -10122043.000000 Penalty: 3676.573242
	Iteration 0F: 3 clusters Score -1.012204e+07 nChanged 39142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -10144692.000000 Penalty: 3676.573242
	Iteration 1F: 3 clusters Score -1.014469e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -10145250.000000 Penalty: 3676.573242
	Iteration 2Q: 3 clusters Score -1.014525e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -10146095.000000 Penalty: 3676.573242
	Iteration 3Q: 3 clusters Score -1.01461e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -10147342.000000 Penalty: 3676.573242
	Iteration 4Q: 3 clusters Score -1.014734e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -10149306.000000 Penalty: 3676.573242
	Iteration 5F: 3 clusters Score -1.014931e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -10152803.000000 Penalty: 3676.573242
	Iteration 6F: 3 clusters Score -1.01528e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -10157740.000000 Penalty: 3676.573242
	Iteration 7F: 3 clusters Score -1.015774e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -10163304.000000 Penalty: 3676.573242
	Iteration 8F: 3 clusters Score -1.01633e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -10167614.000000 Penalty: 3676.573242
	Iteration 9F: 3 clusters Score -1.016761e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -10169700.000000 Penalty: 3676.573242
	Iteration 10Q: 3 clusters Score -1.01697e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70902 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -10170553.000000 Penalty: 3676.573242
	Iteration 11Q: 3 clusters Score -1.017055e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71738 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -10171066.000000 Penalty: 3676.573242
	Iteration 12Q: 3 clusters Score -1.017107e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72528 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -10171475.000000 Penalty: 3676.573242
	Iteration 13Q: 3 clusters Score -1.017148e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73300 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -10171773.000000 Penalty: 3676.573242
	Iteration 14Q: 3 clusters Score -1.017177e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74025 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -10171966.000000 Penalty: 3676.573242
	Iteration 15Q: 3 clusters Score -1.017197e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -10172198.000000 Penalty: 3676.573242
	Iteration 16Q: 3 clusters Score -1.01722e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -10172368.000000 Penalty: 3676.573242
	Iteration 17Q: 3 clusters Score -1.017237e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76267 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -10172562.000000 Penalty: 3676.573242
	Iteration 18Q: 3 clusters Score -1.017256e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76978 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -10172663.000000 Penalty: 3676.573242
	Iteration 19Q: 3 clusters Score -1.017266e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77677 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -10172773.000000 Penalty: 3676.573242
	Iteration 20F: 3 clusters Score -1.017277e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78342 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -10172954.000000 Penalty: 3676.573242
	Iteration 21Q: 3 clusters Score -1.017295e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78968 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -10173047.000000 Penalty: 3676.573242
	Iteration 22Q: 3 clusters Score -1.017305e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79511 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -10173122.000000 Penalty: 3676.573242
	Iteration 23Q: 3 clusters Score -1.017312e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79998 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -10173203.000000 Penalty: 3676.573242
	Iteration 24Q: 3 clusters Score -1.01732e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80372 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -10173233.000000 Penalty: 3676.573242
	Iteration 25Q: 3 clusters Score -1.017323e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -10173284.000000 Penalty: 3676.573242
	Iteration 26Q: 3 clusters Score -1.017328e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80889 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -10173340.000000 Penalty: 3676.573242
	Iteration 27Q: 3 clusters Score -1.017334e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81065 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10173345.000000 Penalty: 3676.573242
	Iteration 28Q: 3 clusters Score -1.017334e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -10173364.000000 Penalty: 3676.573242
	Iteration 29Q: 3 clusters Score -1.017336e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10173399.000000 Penalty: 3676.573242
	Iteration 30Q: 3 clusters Score -1.01734e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10173410.000000 Penalty: 3676.573242
	Iteration 31Q: 3 clusters Score -1.017341e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -10173407.000000 Penalty: 3676.573242
	Iteration 32Q: 3 clusters Score -1.017341e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81395 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10173409.000000 Penalty: 3676.573242
	Iteration 33Q: 3 clusters Score -1.017341e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -10173431.000000 Penalty: 3676.573242
	Iteration 34Q: 3 clusters Score -1.017343e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81442 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10173432.000000 Penalty: 3676.573242
	Iteration 35Q: 3 clusters Score -1.017343e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81460 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -10173435.000000 Penalty: 3676.573242
	Iteration 36Q: 3 clusters Score -1.017344e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81473 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -10173431.000000 Penalty: 3676.573242
	Iteration 37Q: 3 clusters Score -1.017343e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81488 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10173440.000000 Penalty: 3676.573242
	Iteration 38Q: 3 clusters Score -1.017344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81496 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10173437.000000 Penalty: 3676.573242
	Iteration 39Q: 3 clusters Score -1.017344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10173442.000000 Penalty: 3676.573242
	Iteration 40F: 3 clusters Score -1.017344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81502 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10173453.000000 Penalty: 3676.573242
	Iteration 41Q: 3 clusters Score -1.017345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81505 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10173447.000000 Penalty: 3676.573242
	Iteration 42Q: 3 clusters Score -1.017345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10173453.000000 Penalty: 3676.573242
	Iteration 43Q: 3 clusters Score -1.017345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10173453.000000 Penalty: 3676.573242
	Iteration 44F: 3 clusters Score -1.017345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -188555.234375 Penalty: 1191.616211
	Iteration 0F: 2 clusters Score -188555.2 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 786 members 
Entering Unmasked Estep 
Score: -186743.734375 Penalty: 2383.232422
	Iteration 0F: 3 clusters Score -186743.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -187095.703125 Penalty: 2383.232422
	Iteration 1F: 3 clusters Score -187095.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -187194.093750 Penalty: 2383.232422
	Iteration 2F: 3 clusters Score -187194.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -187240.984375 Penalty: 2383.232422
	Iteration 3Q: 3 clusters Score -187241 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -187266.046875 Penalty: 2383.232422
	Iteration 4Q: 3 clusters Score -187266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -187282.109375 Penalty: 2383.232422
	Iteration 5Q: 3 clusters Score -187282.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -187296.625000 Penalty: 2383.232422
	Iteration 6Q: 3 clusters Score -187296.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -187301.953125 Penalty: 2383.232422
	Iteration 7Q: 3 clusters Score -187302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -187307.453125 Penalty: 2383.232422
	Iteration 8Q: 3 clusters Score -187307.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -187310.593750 Penalty: 2383.232422
	Iteration 9Q: 3 clusters Score -187310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -187311.125000 Penalty: 2383.232422
	Iteration 10Q: 3 clusters Score -187311.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -187311.656250 Penalty: 2383.232422
	Iteration 11Q: 3 clusters Score -187311.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -187312.265625 Penalty: 2383.232422
	Iteration 12Q: 3 clusters Score -187312.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -187312.984375 Penalty: 2383.232422
	Iteration 13Q: 3 clusters Score -187313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -187313.187500 Penalty: 2383.232422
	Iteration 14Q: 3 clusters Score -187313.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -187313.328125 Penalty: 2383.232422
	Iteration 15Q: 3 clusters Score -187313.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -187313.328125 Penalty: 2383.232422
	Iteration 16F: 3 clusters Score -187313.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Entering Unmasked Estep 
Score: -584572.312500 Penalty: 1371.129028
	Iteration 0F: 2 clusters Score -584572.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -580823.312500 Penalty: 2742.258057
	Iteration 0F: 3 clusters Score -580823.3 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -581790.625000 Penalty: 2742.258057
	Iteration 1F: 3 clusters Score -581790.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -581935.625000 Penalty: 2742.258057
	Iteration 2F: 3 clusters Score -581935.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -582039.937500 Penalty: 2742.258057
	Iteration 3Q: 3 clusters Score -582039.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -582109.812500 Penalty: 2742.258057
	Iteration 4Q: 3 clusters Score -582109.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -582160.312500 Penalty: 2742.258057
	Iteration 5Q: 3 clusters Score -582160.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -582210.812500 Penalty: 2742.258057
	Iteration 6Q: 3 clusters Score -582210.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -582264.750000 Penalty: 2742.258057
	Iteration 7Q: 3 clusters Score -582264.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -582305.625000 Penalty: 2742.258057
	Iteration 8Q: 3 clusters Score -582305.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -582354.250000 Penalty: 2742.258057
	Iteration 9Q: 3 clusters Score -582354.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -582413.937500 Penalty: 2742.258057
	Iteration 10Q: 3 clusters Score -582413.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -582456.750000 Penalty: 2742.258057
	Iteration 11Q: 3 clusters Score -582456.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -582492.187500 Penalty: 2742.258057
	Iteration 12Q: 3 clusters Score -582492.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -582537.687500 Penalty: 2742.258057
	Iteration 13Q: 3 clusters Score -582537.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -582592.375000 Penalty: 2742.258057
	Iteration 14Q: 3 clusters Score -582592.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -582652.875000 Penalty: 2742.258057
	Iteration 15Q: 3 clusters Score -582652.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -582729.500000 Penalty: 2742.258057
	Iteration 16Q: 3 clusters Score -582729.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -582818.437500 Penalty: 2742.258057
	Iteration 17Q: 3 clusters Score -582818.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -582902.625000 Penalty: 2742.258057
	Iteration 18Q: 3 clusters Score -582902.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -582980.687500 Penalty: 2742.258057
	Iteration 19Q: 3 clusters Score -582980.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -583037.312500 Penalty: 2742.258057
	Iteration 20F: 3 clusters Score -583037.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -583109.000000 Penalty: 2742.258057
	Iteration 21Q: 3 clusters Score -583109 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -583156.562500 Penalty: 2742.258057
	Iteration 22Q: 3 clusters Score -583156.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -583193.312500 Penalty: 2742.258057
	Iteration 23Q: 3 clusters Score -583193.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -583237.812500 Penalty: 2742.258057
	Iteration 24Q: 3 clusters Score -583237.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -583277.125000 Penalty: 2742.258057
	Iteration 25Q: 3 clusters Score -583277.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -583301.250000 Penalty: 2742.258057
	Iteration 26Q: 3 clusters Score -583301.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -583323.375000 Penalty: 2742.258057
	Iteration 27Q: 3 clusters Score -583323.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -583344.000000 Penalty: 2742.258057
	Iteration 28Q: 3 clusters Score -583344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -583356.687500 Penalty: 2742.258057
	Iteration 29Q: 3 clusters Score -583356.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -583362.875000 Penalty: 2742.258057
	Iteration 30Q: 3 clusters Score -583362.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -583367.875000 Penalty: 2742.258057
	Iteration 31Q: 3 clusters Score -583367.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -583367.875000 Penalty: 2742.258057
	Iteration 32F: 3 clusters Score -583367.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 73000 members 
Mstep: Class 3 contains 48843 members 
Mstep: Class 5 contains 40610 members 
Mstep: Class 7 contains 41390 members 
Mstep: Class 8 contains 77591 members 
Mstep: Class 9 contains 13255 members 
Mstep: Class 10 contains 70735 members 
Mstep: Class 13 contains 75623 members 
Mstep: Class 14 contains 7565 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 18 contains 43525 members 
Mstep: Class 20 contains 35243 members 
Mstep: Class 22 contains 81841 members 
Mstep: Class 23 contains 1530 members 
Mstep: Class 24 contains 4618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564424.000000 Penalty: 36850.429688
Iteration 79Q: 18 clusters Score -7.556442e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 73086 members 
Mstep: Class 3 contains 48877 members 
Mstep: Class 5 contains 40701 members 
Mstep: Class 7 contains 41457 members 
Mstep: Class 8 contains 77506 members 
Mstep: Class 9 contains 13157 members 
Mstep: Class 10 contains 70706 members 
Mstep: Class 13 contains 75742 members 
Mstep: Class 14 contains 7494 members 
Mstep: Class 15 contains 2425 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 18 contains 43525 members 
Mstep: Class 20 contains 34914 members 
Mstep: Class 22 contains 82055 members 
Mstep: Class 23 contains 1530 members 
Mstep: Class 24 contains 4616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564184.000000 Penalty: 36850.429688
Iteration 80F: 18 clusters Score -7.556418e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 73178 members 
Mstep: Class 3 contains 48924 members 
Mstep: Class 5 contains 40801 members 
Mstep: Class 7 contains 41532 members 
Mstep: Class 8 contains 77417 members 
Mstep: Class 9 contains 13052 members 
Mstep: Class 10 contains 70649 members 
Mstep: Class 13 contains 75861 members 
Mstep: Class 14 contains 7423 members 
Mstep: Class 15 contains 2424 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 18 contains 43526 members 
Mstep: Class 20 contains 34637 members 
Mstep: Class 22 contains 82216 members 
Mstep: Class 23 contains 1532 members 
Mstep: Class 24 contains 4616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564216.000000 Penalty: 36850.429688
Iteration 81Q: 18 clusters Score -7.556422e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 73267 members 
Mstep: Class 3 contains 48989 members 
Mstep: Class 5 contains 40870 members 
Mstep: Class 7 contains 41603 members 
Mstep: Class 8 contains 77271 members 
Mstep: Class 9 contains 12935 members 
Mstep: Class 10 contains 70611 members 
Mstep: Class 13 contains 76018 members 
Mstep: Class 14 contains 7359 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 17 contains 824 members 
Mstep: Class 18 contains 43514 members 
Mstep: Class 20 contains 34400 members 
Mstep: Class 22 contains 82360 members 
Mstep: Class 23 contains 1542 members 
Mstep: Class 24 contains 4621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564248.000000 Penalty: 36850.429688
Iteration 82Q: 18 clusters Score -7.556425e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 73340 members 
Mstep: Class 3 contains 49047 members 
Mstep: Class 5 contains 40940 members 
Mstep: Class 7 contains 41685 members 
Mstep: Class 8 contains 77134 members 
Mstep: Class 9 contains 12820 members 
Mstep: Class 10 contains 70558 members 
Mstep: Class 13 contains 76168 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 2429 members 
Mstep: Class 17 contains 823 members 
Mstep: Class 18 contains 43517 members 
Mstep: Class 20 contains 34192 members 
Mstep: Class 22 contains 82492 members 
Mstep: Class 23 contains 1555 members 
Mstep: Class 24 contains 4625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564288.000000 Penalty: 36850.429688
Iteration 83Q: 18 clusters Score -7.556429e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 73378 members 
Mstep: Class 3 contains 49101 members 
Mstep: Class 5 contains 41007 members 
Mstep: Class 7 contains 41744 members 
Mstep: Class 8 contains 77094 members 
Mstep: Class 9 contains 12727 members 
Mstep: Class 10 contains 70502 members 
Mstep: Class 13 contains 76308 members 
Mstep: Class 14 contains 7222 members 
Mstep: Class 15 contains 2422 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 43524 members 
Mstep: Class 20 contains 33929 members 
Mstep: Class 22 contains 82651 members 
Mstep: Class 23 contains 1558 members 
Mstep: Class 24 contains 4623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564472.000000 Penalty: 36850.429688
Iteration 84Q: 18 clusters Score -7.556447e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 73420 members 
Mstep: Class 3 contains 49168 members 
Mstep: Class 5 contains 41076 members 
Mstep: Class 7 contains 41793 members 
Mstep: Class 8 contains 77040 members 
Mstep: Class 9 contains 12635 members 
Mstep: Class 10 contains 70436 members 
Mstep: Class 13 contains 76435 members 
Mstep: Class 14 contains 7147 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 17 contains 822 members 
Mstep: Class 18 contains 43536 members 
Mstep: Class 20 contains 33690 members 
Mstep: Class 22 contains 82820 members 
Mstep: Class 23 contains 1560 members 
Mstep: Class 24 contains 4618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564424.000000 Penalty: 36850.429688
Iteration 85Q: 18 clusters Score -7.556442e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 73461 members 
Mstep: Class 3 contains 49264 members 
Mstep: Class 5 contains 41115 members 
Mstep: Class 7 contains 41834 members 
Mstep: Class 8 contains 77041 members 
Mstep: Class 9 contains 12532 members 
Mstep: Class 10 contains 70384 members 
Mstep: Class 13 contains 76558 members 
Mstep: Class 14 contains 7078 members 
Mstep: Class 15 contains 2420 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 43539 members 
Mstep: Class 20 contains 33456 members 
Mstep: Class 22 contains 82951 members 
Mstep: Class 23 contains 1559 members 
Mstep: Class 24 contains 4603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564376.000000 Penalty: 36850.429688
Iteration 86Q: 18 clusters Score -7.556438e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 73499 members 
Mstep: Class 3 contains 49366 members 
Mstep: Class 5 contains 41172 members 
Mstep: Class 7 contains 41858 members 
Mstep: Class 8 contains 77053 members 
Mstep: Class 9 contains 12419 members 
Mstep: Class 10 contains 70306 members 
Mstep: Class 13 contains 76694 members 
Mstep: Class 14 contains 7019 members 
Mstep: Class 15 contains 2422 members 
Mstep: Class 17 contains 819 members 
Mstep: Class 18 contains 43521 members 
Mstep: Class 20 contains 33248 members 
Mstep: Class 22 contains 83069 members 
Mstep: Class 23 contains 1560 members 
Mstep: Class 24 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564640.000000 Penalty: 36850.429688
Iteration 87Q: 18 clusters Score -7.556464e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 73541 members 
Mstep: Class 3 contains 49463 members 
Mstep: Class 5 contains 41220 members 
Mstep: Class 7 contains 41908 members 
Mstep: Class 8 contains 77014 members 
Mstep: Class 9 contains 12317 members 
Mstep: Class 10 contains 70228 members 
Mstep: Class 13 contains 76810 members 
Mstep: Class 14 contains 6949 members 
Mstep: Class 15 contains 2425 members 
Mstep: Class 17 contains 818 members 
Mstep: Class 18 contains 43487 members 
Mstep: Class 20 contains 33045 members 
Mstep: Class 22 contains 83236 members 
Mstep: Class 23 contains 1561 members 
Mstep: Class 24 contains 4596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564600.000000 Penalty: 36850.429688
Iteration 88Q: 18 clusters Score -7.55646e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 73572 members 
Mstep: Class 3 contains 49571 members 
Mstep: Class 5 contains 41274 members 
Mstep: Class 7 contains 41935 members 
Mstep: Class 8 contains 76940 members 
Mstep: Class 9 contains 12213 members 
Mstep: Class 10 contains 70189 members 
Mstep: Class 13 contains 76916 members 
Mstep: Class 14 contains 6873 members 
Mstep: Class 15 contains 2426 members 
Mstep: Class 17 contains 817 members 
Mstep: Class 18 contains 43455 members 
Mstep: Class 20 contains 32855 members 
Mstep: Class 22 contains 83414 members 
Mstep: Class 23 contains 1566 members 
Mstep: Class 24 contains 4601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564648.000000 Penalty: 36850.429688
Iteration 89Q: 18 clusters Score -7.556465e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 73654 members 
Mstep: Class 3 contains 49658 members 
Mstep: Class 5 contains 41301 members 
Mstep: Class 7 contains 41953 members 
Mstep: Class 8 contains 76873 members 
Mstep: Class 9 contains 12112 members 
Mstep: Class 10 contains 70142 members 
Mstep: Class 13 contains 77032 members 
Mstep: Class 14 contains 6818 members 
Mstep: Class 15 contains 2422 members 
Mstep: Class 17 contains 816 members 
Mstep: Class 18 contains 43434 members 
Mstep: Class 20 contains 32654 members 
Mstep: Class 22 contains 83590 members 
Mstep: Class 23 contains 1562 members 
Mstep: Class 24 contains 4596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564760.000000 Penalty: 36850.429688
Iteration 90Q: 18 clusters Score -7.556476e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 73710 members 
Mstep: Class 3 contains 49731 members 
Mstep: Class 5 contains 41321 members 
Mstep: Class 7 contains 41985 members 
Mstep: Class 8 contains 76762 members 
Mstep: Class 9 contains 12015 members 
Mstep: Class 10 contains 70111 members 
Mstep: Class 13 contains 77134 members 
Mstep: Class 14 contains 6772 members 
Mstep: Class 15 contains 2417 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 43409 members 
Mstep: Class 20 contains 32486 members 
Mstep: Class 22 contains 83797 members 
Mstep: Class 23 contains 1564 members 
Mstep: Class 24 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564768.000000 Penalty: 36850.429688
Iteration 91Q: 18 clusters Score -7.556477e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 73783 members 
Mstep: Class 3 contains 49779 members 
Mstep: Class 5 contains 41352 members 
Mstep: Class 7 contains 42009 members 
Mstep: Class 8 contains 76714 members 
Mstep: Class 9 contains 11925 members 
Mstep: Class 10 contains 70089 members 
Mstep: Class 13 contains 77241 members 
Mstep: Class 14 contains 6715 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 43382 members 
Mstep: Class 20 contains 32334 members 
Mstep: Class 22 contains 83921 members 
Mstep: Class 23 contains 1564 members 
Mstep: Class 24 contains 4587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564752.000000 Penalty: 36850.429688
Iteration 92Q: 18 clusters Score -7.556475e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 73850 members 
Mstep: Class 3 contains 49843 members 
Mstep: Class 5 contains 41380 members 
Mstep: Class 7 contains 42041 members 
Mstep: Class 8 contains 76694 members 
Mstep: Class 9 contains 11824 members 
Mstep: Class 10 contains 70072 members 
Mstep: Class 13 contains 77351 members 
Mstep: Class 14 contains 6667 members 
Mstep: Class 15 contains 2414 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 18 contains 43314 members 
Mstep: Class 20 contains 32202 members 
Mstep: Class 22 contains 84008 members 
Mstep: Class 23 contains 1559 members 
Mstep: Class 24 contains 4589 members 
Entering Unmasked Estep 
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Score: -75564808.000000 Penalty: 36850.429688
Iteration 93Q: 18 clusters Score -7.556481e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 73935 members 
Mstep: Class 3 contains 49902 members 
Mstep: Class 5 contains 41384 members 
Mstep: Class 7 contains 42065 members 
Mstep: Class 8 contains 76671 members 
Mstep: Class 9 contains 11731 members 
Mstep: Class 10 contains 70056 members 
Mstep: Class 13 contains 77475 members 
Mstep: Class 14 contains 6631 members 
Mstep: Class 15 contains 2412 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 18 contains 43259 members 
Mstep: Class 20 contains 32086 members 
Mstep: Class 22 contains 84070 members 
Mstep: Class 23 contains 1551 members 
Mstep: Class 24 contains 4580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75564952.000000 Penalty: 36850.429688
Iteration 94Q: 18 clusters Score -7.556495e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 73983 members 
Mstep: Class 3 contains 49984 members 
Mstep: Class 5 contains 41401 members 
Mstep: Class 7 contains 42100 members 
Mstep: Class 8 contains 76676 members 
Mstep: Class 9 contains 11641 members 
Mstep: Class 10 contains 70033 members 
Mstep: Class 13 contains 77598 members 
Mstep: Class 14 contains 6589 members 
Mstep: Class 15 contains 2402 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 18 contains 43219 members 
Mstep: Class 20 contains 31969 members 
Mstep: Class 22 contains 84101 members 
Mstep: Class 23 contains 1539 members 
Mstep: Class 24 contains 4573 members 
Entering Unmasked Estep 
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Score: -75564912.000000 Penalty: 36850.429688
Iteration 95Q: 18 clusters Score -7.556491e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 74034 members 
Mstep: Class 3 contains 50066 members 
Mstep: Class 5 contains 41404 members 
Mstep: Class 7 contains 42130 members 
Mstep: Class 8 contains 76643 members 
Mstep: Class 9 contains 11567 members 
Mstep: Class 10 contains 70013 members 
Mstep: Class 13 contains 77697 members 
Mstep: Class 14 contains 6557 members 
Mstep: Class 15 contains 2396 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 18 contains 43175 members 
Mstep: Class 20 contains 31834 members 
Mstep: Class 22 contains 84183 members 
Mstep: Class 23 contains 1534 members 
Mstep: Class 24 contains 4576 members 
Entering Unmasked Estep 
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Score: -75565024.000000 Penalty: 36850.429688
Iteration 96Q: 18 clusters Score -7.556502e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 74066 members 
Mstep: Class 3 contains 50141 members 
Mstep: Class 5 contains 41420 members 
Mstep: Class 7 contains 42170 members 
Mstep: Class 8 contains 76601 members 
Mstep: Class 9 contains 11489 members 
Mstep: Class 10 contains 69950 members 
Mstep: Class 13 contains 77785 members 
Mstep: Class 14 contains 6531 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 18 contains 43129 members 
Mstep: Class 20 contains 31728 members 
Mstep: Class 22 contains 84313 members 
Mstep: Class 23 contains 1514 members 
Mstep: Class 24 contains 4581 members 
Entering Unmasked Estep 
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Score: -75565072.000000 Penalty: 36850.429688
Iteration 97Q: 18 clusters Score -7.556507e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 74128 members 
Mstep: Class 3 contains 50216 members 
Mstep: Class 5 contains 41427 members 
Mstep: Class 7 contains 42211 members 
Mstep: Class 8 contains 76542 members 
Mstep: Class 9 contains 11408 members 
Mstep: Class 10 contains 69920 members 
Mstep: Class 13 contains 77873 members 
Mstep: Class 14 contains 6504 members 
Mstep: Class 15 contains 2384 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 18 contains 43080 members 
Mstep: Class 20 contains 31621 members 
Mstep: Class 22 contains 84414 members 
Mstep: Class 23 contains 1505 members 
Mstep: Class 24 contains 4581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565416.000000 Penalty: 36850.429688
Iteration 98Q: 18 clusters Score -7.556542e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 74175 members 
Mstep: Class 3 contains 50313 members 
Mstep: Class 5 contains 41443 members 
Mstep: Class 7 contains 42243 members 
Mstep: Class 8 contains 76465 members 
Mstep: Class 9 contains 11324 members 
Mstep: Class 10 contains 69864 members 
Mstep: Class 13 contains 77963 members 
Mstep: Class 14 contains 6472 members 
Mstep: Class 15 contains 2382 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 18 contains 43053 members 
Mstep: Class 20 contains 31519 members 
Mstep: Class 22 contains 84534 members 
Mstep: Class 23 contains 1493 members 
Mstep: Class 24 contains 4577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565160.000000 Penalty: 36850.429688
Iteration 99Q: 18 clusters Score -7.556516e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 74195 members 
Mstep: Class 3 contains 50406 members 
Mstep: Class 5 contains 41443 members 
Mstep: Class 7 contains 42264 members 
Mstep: Class 8 contains 76433 members 
Mstep: Class 9 contains 11246 members 
Mstep: Class 10 contains 69817 members 
Mstep: Class 13 contains 78037 members 
Mstep: Class 14 contains 6445 members 
Mstep: Class 15 contains 2378 members 
Mstep: Class 17 contains 810 members 
Mstep: Class 18 contains 43025 members 
Mstep: Class 20 contains 31382 members 
Mstep: Class 22 contains 84708 members 
Mstep: Class 23 contains 1483 members 
Mstep: Class 24 contains 4563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565224.000000 Penalty: 36850.429688
Iteration 100F: 18 clusters Score -7.556522e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 74227 members 
Mstep: Class 3 contains 50501 members 
Mstep: Class 5 contains 41442 members 
Mstep: Class 7 contains 42287 members 
Mstep: Class 8 contains 76385 members 
Mstep: Class 9 contains 11175 members 
Mstep: Class 10 contains 69808 members 
Mstep: Class 13 contains 78098 members 
Mstep: Class 14 contains 6428 members 
Mstep: Class 15 contains 2372 members 
Mstep: Class 17 contains 809 members 
Mstep: Class 18 contains 42987 members 
Mstep: Class 20 contains 31259 members 
Mstep: Class 22 contains 84836 members 
Mstep: Class 23 contains 1474 members 
Mstep: Class 24 contains 4549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565376.000000 Penalty: 36850.429688
Iteration 101Q: 18 clusters Score -7.556538e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 74273 members 
Mstep: Class 3 contains 50593 members 
Mstep: Class 5 contains 41445 members 
Mstep: Class 7 contains 42317 members 
Mstep: Class 8 contains 76326 members 
Mstep: Class 9 contains 11102 members 
Mstep: Class 10 contains 69796 members 
Mstep: Class 13 contains 78149 members 
Mstep: Class 14 contains 6418 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 17 contains 809 members 
Mstep: Class 18 contains 42939 members 
Mstep: Class 20 contains 31181 members 
Mstep: Class 22 contains 84916 members 
Mstep: Class 23 contains 1468 members 
Mstep: Class 24 contains 4541 members 
Entering Unmasked Estep 
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Score: -75565320.000000 Penalty: 36850.429688
Iteration 102Q: 18 clusters Score -7.556532e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 74327 members 
Mstep: Class 3 contains 50679 members 
Mstep: Class 5 contains 41442 members 
Mstep: Class 7 contains 42365 members 
Mstep: Class 8 contains 76282 members 
Mstep: Class 9 contains 11025 members 
Mstep: Class 10 contains 69766 members 
Mstep: Class 13 contains 78191 members 
Mstep: Class 14 contains 6406 members 
Mstep: Class 15 contains 2362 members 
Mstep: Class 17 contains 809 members 
Mstep: Class 18 contains 42892 members 
Mstep: Class 20 contains 31128 members 
Mstep: Class 22 contains 84968 members 
Mstep: Class 23 contains 1457 members 
Mstep: Class 24 contains 4547 members 
Entering Unmasked Estep 
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Score: -75565192.000000 Penalty: 36850.429688
Iteration 103Q: 18 clusters Score -7.556519e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 74374 members 
Mstep: Class 3 contains 50761 members 
Mstep: Class 5 contains 41450 members 
Mstep: Class 7 contains 42409 members 
Mstep: Class 8 contains 76262 members 
Mstep: Class 9 contains 10974 members 
Mstep: Class 10 contains 69753 members 
Mstep: Class 13 contains 78251 members 
Mstep: Class 14 contains 6377 members 
Mstep: Class 15 contains 2358 members 
Mstep: Class 17 contains 809 members 
Mstep: Class 18 contains 42840 members 
Mstep: Class 20 contains 31027 members 
Mstep: Class 22 contains 85016 members 
Mstep: Class 23 contains 1453 members 
Mstep: Class 24 contains 4541 members 
Entering Unmasked Estep 
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Iteration 104Q: 18 clusters Score -7.556526e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 74431 members 
Mstep: Class 3 contains 50855 members 
Mstep: Class 5 contains 41450 members 
Mstep: Class 7 contains 42450 members 
Mstep: Class 8 contains 76244 members 
Mstep: Class 9 contains 10915 members 
Mstep: Class 10 contains 69719 members 
Mstep: Class 13 contains 78288 members 
Mstep: Class 14 contains 6360 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 17 contains 810 members 
Mstep: Class 18 contains 42793 members 
Mstep: Class 20 contains 30945 members 
Mstep: Class 22 contains 85063 members 
Mstep: Class 23 contains 1439 members 
Mstep: Class 24 contains 4544 members 
Entering Unmasked Estep 
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Iteration 105Q: 18 clusters Score -7.556538e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 74455 members 
Mstep: Class 3 contains 50952 members 
Mstep: Class 5 contains 41442 members 
Mstep: Class 7 contains 42480 members 
Mstep: Class 8 contains 76217 members 
Mstep: Class 9 contains 10856 members 
Mstep: Class 10 contains 69718 members 
Mstep: Class 13 contains 78350 members 
Mstep: Class 14 contains 6336 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 17 contains 810 members 
Mstep: Class 18 contains 42749 members 
Mstep: Class 20 contains 30872 members 
Mstep: Class 22 contains 85107 members 
Mstep: Class 23 contains 1432 members 
Mstep: Class 24 contains 4541 members 
Entering Unmasked Estep 
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Iteration 106Q: 18 clusters Score -7.556546e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 74481 members 
Mstep: Class 3 contains 51043 members 
Mstep: Class 5 contains 41434 members 
Mstep: Class 7 contains 42517 members 
Mstep: Class 8 contains 76201 members 
Mstep: Class 9 contains 10805 members 
Mstep: Class 10 contains 69739 members 
Mstep: Class 13 contains 78412 members 
Mstep: Class 14 contains 6311 members 
Mstep: Class 15 contains 2336 members 
Mstep: Class 17 contains 809 members 
Mstep: Class 18 contains 42733 members 
Mstep: Class 20 contains 30788 members 
Mstep: Class 22 contains 85092 members 
Mstep: Class 23 contains 1429 members 
Mstep: Class 24 contains 4536 members 
Entering Unmasked Estep 
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Iteration 107Q: 18 clusters Score -7.556538e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 74492 members 
Mstep: Class 3 contains 51131 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 7 contains 42548 members 
Mstep: Class 8 contains 76232 members 
Mstep: Class 9 contains 10749 members 
Mstep: Class 10 contains 69748 members 
Mstep: Class 13 contains 78473 members 
Mstep: Class 14 contains 6281 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 17 contains 806 members 
Mstep: Class 18 contains 42709 members 
Mstep: Class 20 contains 30684 members 
Mstep: Class 22 contains 85127 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 4527 members 
Entering Unmasked Estep 
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Iteration 108Q: 18 clusters Score -7.556557e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 74546 members 
Mstep: Class 3 contains 51213 members 
Mstep: Class 5 contains 41382 members 
Mstep: Class 7 contains 42581 members 
Mstep: Class 8 contains 76202 members 
Mstep: Class 9 contains 10700 members 
Mstep: Class 10 contains 69730 members 
Mstep: Class 13 contains 78506 members 
Mstep: Class 14 contains 6259 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 17 contains 806 members 
Mstep: Class 18 contains 42699 members 
Mstep: Class 20 contains 30584 members 
Mstep: Class 22 contains 85193 members 
Mstep: Class 23 contains 1423 members 
Mstep: Class 24 contains 4528 members 
Entering Unmasked Estep 
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Iteration 109Q: 18 clusters Score -7.556548e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 74569 members 
Mstep: Class 3 contains 51272 members 
Mstep: Class 5 contains 41355 members 
Mstep: Class 7 contains 42601 members 
Mstep: Class 8 contains 76224 members 
Mstep: Class 9 contains 10661 members 
Mstep: Class 10 contains 69726 members 
Mstep: Class 13 contains 78518 members 
Mstep: Class 14 contains 6234 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 17 contains 806 members 
Mstep: Class 18 contains 42690 members 
Mstep: Class 20 contains 30482 members 
Mstep: Class 22 contains 85279 members 
Mstep: Class 23 contains 1417 members 
Mstep: Class 24 contains 4528 members 
Entering Unmasked Estep 
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Iteration 110Q: 18 clusters Score -7.55655e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 74601 members 
Mstep: Class 3 contains 51333 members 
Mstep: Class 5 contains 41352 members 
Mstep: Class 7 contains 42617 members 
Mstep: Class 8 contains 76234 members 
Mstep: Class 9 contains 10622 members 
Mstep: Class 10 contains 69752 members 
Mstep: Class 13 contains 78515 members 
Mstep: Class 14 contains 6190 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 17 contains 806 members 
Mstep: Class 18 contains 42669 members 
Mstep: Class 20 contains 30381 members 
Mstep: Class 22 contains 85366 members 
Mstep: Class 23 contains 1403 members 
Mstep: Class 24 contains 4525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565504.000000 Penalty: 36850.429688
Iteration 111Q: 18 clusters Score -7.55655e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 74628 members 
Mstep: Class 3 contains 51418 members 
Mstep: Class 5 contains 41338 members 
Mstep: Class 7 contains 42635 members 
Mstep: Class 8 contains 76249 members 
Mstep: Class 9 contains 10588 members 
Mstep: Class 10 contains 69758 members 
Mstep: Class 13 contains 78518 members 
Mstep: Class 14 contains 6160 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 17 contains 805 members 
Mstep: Class 18 contains 42635 members 
Mstep: Class 20 contains 30295 members 
Mstep: Class 22 contains 85445 members 
Mstep: Class 23 contains 1386 members 
Mstep: Class 24 contains 4520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565576.000000 Penalty: 36850.429688
Iteration 112Q: 18 clusters Score -7.556558e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 74619 members 
Mstep: Class 3 contains 51491 members 
Mstep: Class 5 contains 41333 members 
Mstep: Class 7 contains 42670 members 
Mstep: Class 8 contains 76290 members 
Mstep: Class 9 contains 10552 members 
Mstep: Class 10 contains 69752 members 
Mstep: Class 13 contains 78509 members 
Mstep: Class 14 contains 6134 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 17 contains 805 members 
Mstep: Class 18 contains 42612 members 
Mstep: Class 20 contains 30200 members 
Mstep: Class 22 contains 85526 members 
Mstep: Class 23 contains 1387 members 
Mstep: Class 24 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565624.000000 Penalty: 36850.429688
Iteration 113Q: 18 clusters Score -7.556562e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 74614 members 
Mstep: Class 3 contains 51556 members 
Mstep: Class 5 contains 41313 members 
Mstep: Class 7 contains 42696 members 
Mstep: Class 8 contains 76340 members 
Mstep: Class 9 contains 10511 members 
Mstep: Class 10 contains 69768 members 
Mstep: Class 13 contains 78513 members 
Mstep: Class 14 contains 6095 members 
Mstep: Class 15 contains 2274 members 
Mstep: Class 17 contains 805 members 
Mstep: Class 18 contains 42590 members 
Mstep: Class 20 contains 30127 members 
Mstep: Class 22 contains 85587 members 
Mstep: Class 23 contains 1381 members 
Mstep: Class 24 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565664.000000 Penalty: 36850.429688
Iteration 114Q: 18 clusters Score -7.556566e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 74600 members 
Mstep: Class 3 contains 51609 members 
Mstep: Class 5 contains 41301 members 
Mstep: Class 7 contains 42720 members 
Mstep: Class 8 contains 76382 members 
Mstep: Class 9 contains 10477 members 
Mstep: Class 10 contains 69775 members 
Mstep: Class 13 contains 78508 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 2264 members 
Mstep: Class 17 contains 805 members 
Mstep: Class 18 contains 42570 members 
Mstep: Class 20 contains 30043 members 
Mstep: Class 22 contains 85688 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565968.000000 Penalty: 36850.429688
Iteration 115Q: 18 clusters Score -7.556597e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 74566 members 
Mstep: Class 3 contains 51677 members 
Mstep: Class 5 contains 41300 members 
Mstep: Class 7 contains 42746 members 
Mstep: Class 8 contains 76441 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 69779 members 
Mstep: Class 13 contains 78492 members 
Mstep: Class 14 contains 6029 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 17 contains 805 members 
Mstep: Class 18 contains 42563 members 
Mstep: Class 20 contains 29972 members 
Mstep: Class 22 contains 85766 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 4511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75565992.000000 Penalty: 36850.429688
Iteration 116Q: 18 clusters Score -7.556599e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 74534 members 
Mstep: Class 3 contains 51741 members 
Mstep: Class 5 contains 41296 members 
Mstep: Class 7 contains 42763 members 
Mstep: Class 8 contains 76492 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 69782 members 
Mstep: Class 13 contains 78491 members 
Mstep: Class 14 contains 6000 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 17 contains 805 members 
Mstep: Class 18 contains 42563 members 
Mstep: Class 20 contains 29881 members 
Mstep: Class 22 contains 85837 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 4510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566000.000000 Penalty: 36850.429688
Iteration 117Q: 18 clusters Score -7.5566e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 74515 members 
Mstep: Class 3 contains 51812 members 
Mstep: Class 5 contains 41317 members 
Mstep: Class 7 contains 42785 members 
Mstep: Class 8 contains 76541 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 69793 members 
Mstep: Class 13 contains 78481 members 
Mstep: Class 14 contains 5973 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 17 contains 805 members 
Mstep: Class 18 contains 42542 members 
Mstep: Class 20 contains 29749 members 
Mstep: Class 22 contains 85910 members 
Mstep: Class 23 contains 1361 members 
Mstep: Class 24 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566104.000000 Penalty: 36850.429688
Iteration 118Q: 18 clusters Score -7.55661e+07 nChanged 1266
Entering ConstructFrom: 
Score: -75566104.000000 Penalty: 36850.429688
Entering ConstructFrom: 
Trying to split cluster 1 (2536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Entering Unmasked Estep 
Score: -290341.656250 Penalty: 1273.730713
	Iteration 0F: 2 clusters Score -290341.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -287988.750000 Penalty: 2547.461426
	Iteration 0F: 3 clusters Score -287988.8 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -288564.687500 Penalty: 2547.461426
	Iteration 1F: 3 clusters Score -288564.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -288732.312500 Penalty: 2547.461426
	Iteration 2F: 3 clusters Score -288732.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -288919.218750 Penalty: 2547.461426
	Iteration 3F: 3 clusters Score -288919.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -289116.968750 Penalty: 2547.461426
	Iteration 4F: 3 clusters Score -289117 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -289410.156250 Penalty: 2547.461426
	Iteration 5F: 3 clusters Score -289410.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -289659.906250 Penalty: 2547.461426
	Iteration 6F: 3 clusters Score -289659.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -289862.562500 Penalty: 2547.461426
	Iteration 7F: 3 clusters Score -289862.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -290037.218750 Penalty: 2547.461426
	Iteration 8Q: 3 clusters Score -290037.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -290114.187500 Penalty: 2547.461426
	Iteration 9Q: 3 clusters Score -290114.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -290173.562500 Penalty: 2547.461426
	Iteration 10Q: 3 clusters Score -290173.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -290188.406250 Penalty: 2547.461426
	Iteration 11Q: 3 clusters Score -290188.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -290194.375000 Penalty: 2547.461426
	Iteration 12Q: 3 clusters Score -290194.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -290196.437500 Penalty: 2547.461426
	Iteration 13Q: 3 clusters Score -290196.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -290197.312500 Penalty: 2547.461426
	Iteration 14Q: 3 clusters Score -290197.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -290198.500000 Penalty: 2547.461426
	Iteration 15Q: 3 clusters Score -290198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -290199.593750 Penalty: 2547.461426
	Iteration 16Q: 3 clusters Score -290199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -290200.406250 Penalty: 2547.461426
	Iteration 17Q: 3 clusters Score -290200.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -290201.562500 Penalty: 2547.461426
	Iteration 18F: 3 clusters Score -290201.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -290207.218750 Penalty: 2547.461426
	Iteration 19Q: 3 clusters Score -290207.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -290207.625000 Penalty: 2547.461426
	Iteration 20F: 3 clusters Score -290207.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (74445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Entering Unmasked Estep 
Score: -9241976.000000 Penalty: 1822.895020
	Iteration 0F: 2 clusters Score -9241976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -9193294.000000 Penalty: 3645.790039
	Iteration 0F: 3 clusters Score -9193294 nChanged 35333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -9213579.000000 Penalty: 3645.790039
	Iteration 1F: 3 clusters Score -9213579 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -9214037.000000 Penalty: 3645.790039
	Iteration 2Q: 3 clusters Score -9214037 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -9214559.000000 Penalty: 3645.790039
	Iteration 3Q: 3 clusters Score -9214559 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -9215082.000000 Penalty: 3645.790039
	Iteration 4Q: 3 clusters Score -9215082 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -9215644.000000 Penalty: 3645.790039
	Iteration 5Q: 3 clusters Score -9215644 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -9216336.000000 Penalty: 3645.790039
	Iteration 6Q: 3 clusters Score -9216336 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -9217131.000000 Penalty: 3645.790039
	Iteration 7Q: 3 clusters Score -9217131 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -9218350.000000 Penalty: 3645.790039
	Iteration 8Q: 3 clusters Score -9218350 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -9220029.000000 Penalty: 3645.790039
	Iteration 9Q: 3 clusters Score -9220029 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -9222417.000000 Penalty: 3645.790039
	Iteration 10F: 3 clusters Score -9222417 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -9225367.000000 Penalty: 3645.790039
	Iteration 11F: 3 clusters Score -9225367 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -9228075.000000 Penalty: 3645.790039
	Iteration 12F: 3 clusters Score -9228075 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -9229731.000000 Penalty: 3645.790039
	Iteration 13Q: 3 clusters Score -9229731 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -9230540.000000 Penalty: 3645.790039
	Iteration 14Q: 3 clusters Score -9230540 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -9231040.000000 Penalty: 3645.790039
	Iteration 15Q: 3 clusters Score -9231040 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -9231530.000000 Penalty: 3645.790039
	Iteration 16Q: 3 clusters Score -9231530 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -9232092.000000 Penalty: 3645.790039
	Iteration 17Q: 3 clusters Score -9232092 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57211 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -9232785.000000 Penalty: 3645.790039
	Iteration 18Q: 3 clusters Score -9232785 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -9233418.000000 Penalty: 3645.790039
	Iteration 19Q: 3 clusters Score -9233418 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -9234220.000000 Penalty: 3645.790039
	Iteration 20F: 3 clusters Score -9234220 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -9235051.000000 Penalty: 3645.790039
	Iteration 21Q: 3 clusters Score -9235051 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64362 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -9235858.000000 Penalty: 3645.790039
	Iteration 22Q: 3 clusters Score -9235858 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66015 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -9236616.000000 Penalty: 3645.790039
	Iteration 23Q: 3 clusters Score -9236616 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67600 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -9237552.000000 Penalty: 3645.790039
	Iteration 24Q: 3 clusters Score -9237552 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69000 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -9238346.000000 Penalty: 3645.790039
	Iteration 25Q: 3 clusters Score -9238346 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -9239012.000000 Penalty: 3645.790039
	Iteration 26Q: 3 clusters Score -9239012 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -9239452.000000 Penalty: 3645.790039
	Iteration 27Q: 3 clusters Score -9239452 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71963 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -9239795.000000 Penalty: 3645.790039
	Iteration 28Q: 3 clusters Score -9239795 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72578 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -9240041.000000 Penalty: 3645.790039
	Iteration 29Q: 3 clusters Score -9240041 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9240287.000000 Penalty: 3645.790039
	Iteration 30Q: 3 clusters Score -9240287 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9240435.000000 Penalty: 3645.790039
	Iteration 31Q: 3 clusters Score -9240435 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73549 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9240485.000000 Penalty: 3645.790039
	Iteration 32Q: 3 clusters Score -9240485 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73689 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9240515.000000 Penalty: 3645.790039
	Iteration 33Q: 3 clusters Score -9240515 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9240534.000000 Penalty: 3645.790039
	Iteration 34Q: 3 clusters Score -9240534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73817 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9240538.000000 Penalty: 3645.790039
	Iteration 35Q: 3 clusters Score -9240538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73854 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9240544.000000 Penalty: 3645.790039
	Iteration 36Q: 3 clusters Score -9240544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73884 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9240543.000000 Penalty: 3645.790039
	Iteration 37Q: 3 clusters Score -9240543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9240533.000000 Penalty: 3645.790039
	Iteration 38Q: 3 clusters Score -9240533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73922 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9240539.000000 Penalty: 3645.790039
	Iteration 39Q: 3 clusters Score -9240539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9240538.000000 Penalty: 3645.790039
	Iteration 40F: 3 clusters Score -9240538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73936 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9240545.000000 Penalty: 3645.790039
	Iteration 41Q: 3 clusters Score -9240545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73946 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9240542.000000 Penalty: 3645.790039
	Iteration 42Q: 3 clusters Score -9240542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73957 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9240555.000000 Penalty: 3645.790039
	Iteration 43Q: 3 clusters Score -9240555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9240570.000000 Penalty: 3645.790039
	Iteration 44Q: 3 clusters Score -9240570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73971 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9240572.000000 Penalty: 3645.790039
	Iteration 45Q: 3 clusters Score -9240572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73975 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9240571.000000 Penalty: 3645.790039
	Iteration 46Q: 3 clusters Score -9240571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73978 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9240580.000000 Penalty: 3645.790039
	Iteration 47Q: 3 clusters Score -9240580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73981 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9240573.000000 Penalty: 3645.790039
	Iteration 48Q: 3 clusters Score -9240573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73986 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9240575.000000 Penalty: 3645.790039
	Iteration 49Q: 3 clusters Score -9240575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73992 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9240575.000000 Penalty: 3645.790039
	Iteration 50Q: 3 clusters Score -9240575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9240578.000000 Penalty: 3645.790039
	Iteration 51Q: 3 clusters Score -9240578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74000 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9240575.000000 Penalty: 3645.790039
	Iteration 52Q: 3 clusters Score -9240575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74000 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9240575.000000 Penalty: 3645.790039
	Iteration 53F: 3 clusters Score -9240575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Entering Unmasked Estep 
Score: -6470226.000000 Penalty: 1764.224487
	Iteration 0F: 2 clusters Score -6470226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -6435381.000000 Penalty: 3528.448975
	Iteration 0F: 3 clusters Score -6435381 nChanged 24540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -6448932.000000 Penalty: 3528.448975
	Iteration 1F: 3 clusters Score -6448932 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -6449436.500000 Penalty: 3528.448975
	Iteration 2Q: 3 clusters Score -6449436 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -6450048.500000 Penalty: 3528.448975
	Iteration 3Q: 3 clusters Score -6450048 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -6451011.500000 Penalty: 3528.448975
	Iteration 4Q: 3 clusters Score -6451012 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -6452674.500000 Penalty: 3528.448975
	Iteration 5F: 3 clusters Score -6452674 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -6455489.500000 Penalty: 3528.448975
	Iteration 6F: 3 clusters Score -6455490 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -6459354.000000 Penalty: 3528.448975
	Iteration 7F: 3 clusters Score -6459354 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -6463553.000000 Penalty: 3528.448975
	Iteration 8F: 3 clusters Score -6463553 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -6466399.000000 Penalty: 3528.448975
	Iteration 9F: 3 clusters Score -6466399 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6467729.000000 Penalty: 3528.448975
	Iteration 10Q: 3 clusters Score -6467729 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -6468259.000000 Penalty: 3528.448975
	Iteration 11Q: 3 clusters Score -6468259 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6468492.000000 Penalty: 3528.448975
	Iteration 12Q: 3 clusters Score -6468492 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6468581.000000 Penalty: 3528.448975
	Iteration 13Q: 3 clusters Score -6468581 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6468627.500000 Penalty: 3528.448975
	Iteration 14Q: 3 clusters Score -6468628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6468654.500000 Penalty: 3528.448975
	Iteration 15Q: 3 clusters Score -6468654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6468666.500000 Penalty: 3528.448975
	Iteration 16Q: 3 clusters Score -6468666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6468688.000000 Penalty: 3528.448975
	Iteration 17Q: 3 clusters Score -6468688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6468700.500000 Penalty: 3528.448975
	Iteration 18Q: 3 clusters Score -6468700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6468706.500000 Penalty: 3528.448975
	Iteration 19Q: 3 clusters Score -6468706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6468710.500000 Penalty: 3528.448975
	Iteration 20F: 3 clusters Score -6468710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6468712.000000 Penalty: 3528.448975
	Iteration 21Q: 3 clusters Score -6468712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6468721.000000 Penalty: 3528.448975
	Iteration 22Q: 3 clusters Score -6468721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6468735.000000 Penalty: 3528.448975
	Iteration 23Q: 3 clusters Score -6468735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6468744.500000 Penalty: 3528.448975
	Iteration 24Q: 3 clusters Score -6468744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6468748.500000 Penalty: 3528.448975
	Iteration 25Q: 3 clusters Score -6468748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6468752.000000 Penalty: 3528.448975
	Iteration 26Q: 3 clusters Score -6468752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6468749.500000 Penalty: 3528.448975
	Iteration 27Q: 3 clusters Score -6468750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6468749.500000 Penalty: 3528.448975
	Iteration 28F: 3 clusters Score -6468750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Entering Unmasked Estep 
Score: -5139183.500000 Penalty: 1727.280151
	Iteration 0F: 2 clusters Score -5139184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -5111389.500000 Penalty: 3454.560303
	Iteration 0F: 3 clusters Score -5111390 nChanged 19277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -5122371.500000 Penalty: 3454.560303
	Iteration 1F: 3 clusters Score -5122372 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -5122999.000000 Penalty: 3454.560303
	Iteration 2Q: 3 clusters Score -5122999 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -5123823.500000 Penalty: 3454.560303
	Iteration 3Q: 3 clusters Score -5123824 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -5125052.000000 Penalty: 3454.560303
	Iteration 4F: 3 clusters Score -5125052 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -5126759.500000 Penalty: 3454.560303
	Iteration 5F: 3 clusters Score -5126760 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -5129009.500000 Penalty: 3454.560303
	Iteration 6F: 3 clusters Score -5129010 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -5131141.500000 Penalty: 3454.560303
	Iteration 7F: 3 clusters Score -5131142 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -5132653.500000 Penalty: 3454.560303
	Iteration 8F: 3 clusters Score -5132654 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -5133583.500000 Penalty: 3454.560303
	Iteration 9Q: 3 clusters Score -5133584 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -5134126.000000 Penalty: 3454.560303
	Iteration 10Q: 3 clusters Score -5134126 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -5134531.000000 Penalty: 3454.560303
	Iteration 11Q: 3 clusters Score -5134531 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -5134897.000000 Penalty: 3454.560303
	Iteration 12Q: 3 clusters Score -5134897 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -5135253.000000 Penalty: 3454.560303
	Iteration 13Q: 3 clusters Score -5135253 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -5135578.500000 Penalty: 3454.560303
	Iteration 14Q: 3 clusters Score -5135578 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -5135934.500000 Penalty: 3454.560303
	Iteration 15Q: 3 clusters Score -5135934 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -5136217.500000 Penalty: 3454.560303
	Iteration 16Q: 3 clusters Score -5136218 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -5136474.000000 Penalty: 3454.560303
	Iteration 17Q: 3 clusters Score -5136474 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -5136689.000000 Penalty: 3454.560303
	Iteration 18Q: 3 clusters Score -5136689 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -5136867.000000 Penalty: 3454.560303
	Iteration 19Q: 3 clusters Score -5136867 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -5137014.500000 Penalty: 3454.560303
	Iteration 20F: 3 clusters Score -5137014 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -5137129.000000 Penalty: 3454.560303
	Iteration 21Q: 3 clusters Score -5137129 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -5137225.500000 Penalty: 3454.560303
	Iteration 22Q: 3 clusters Score -5137226 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5137325.500000 Penalty: 3454.560303
	Iteration 23Q: 3 clusters Score -5137326 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5137400.500000 Penalty: 3454.560303
	Iteration 24Q: 3 clusters Score -5137400 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5137473.000000 Penalty: 3454.560303
	Iteration 25Q: 3 clusters Score -5137473 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5137555.000000 Penalty: 3454.560303
	Iteration 26Q: 3 clusters Score -5137555 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5137623.000000 Penalty: 3454.560303
	Iteration 27Q: 3 clusters Score -5137623 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5137678.000000 Penalty: 3454.560303
	Iteration 28Q: 3 clusters Score -5137678 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5137731.000000 Penalty: 3454.560303
	Iteration 29Q: 3 clusters Score -5137731 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5137762.500000 Penalty: 3454.560303
	Iteration 30Q: 3 clusters Score -5137762 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5137793.500000 Penalty: 3454.560303
	Iteration 31Q: 3 clusters Score -5137794 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5137813.500000 Penalty: 3454.560303
	Iteration 32Q: 3 clusters Score -5137814 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5137848.500000 Penalty: 3454.560303
	Iteration 33Q: 3 clusters Score -5137848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5137873.000000 Penalty: 3454.560303
	Iteration 34Q: 3 clusters Score -5137873 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5137899.500000 Penalty: 3454.560303
	Iteration 35Q: 3 clusters Score -5137900 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5137901.500000 Penalty: 3454.560303
	Iteration 36Q: 3 clusters Score -5137902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5137922.000000 Penalty: 3454.560303
	Iteration 37Q: 3 clusters Score -5137922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5137936.000000 Penalty: 3454.560303
	Iteration 38Q: 3 clusters Score -5137936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5137950.500000 Penalty: 3454.560303
	Iteration 39Q: 3 clusters Score -5137950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5137956.500000 Penalty: 3454.560303
	Iteration 40F: 3 clusters Score -5137956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5137953.000000 Penalty: 3454.560303
	Iteration 41Q: 3 clusters Score -5137953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5137952.500000 Penalty: 3454.560303
	Iteration 42Q: 3 clusters Score -5137952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5137975.500000 Penalty: 3454.560303
	Iteration 43Q: 3 clusters Score -5137976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5137976.500000 Penalty: 3454.560303
	Iteration 44Q: 3 clusters Score -5137976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5137986.500000 Penalty: 3454.560303
	Iteration 45Q: 3 clusters Score -5137986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5137990.000000 Penalty: 3454.560303
	Iteration 46Q: 3 clusters Score -5137990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5137986.000000 Penalty: 3454.560303
	Iteration 47Q: 3 clusters Score -5137986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5137987.500000 Penalty: 3454.560303
	Iteration 48Q: 3 clusters Score -5137988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5137992.000000 Penalty: 3454.560303
	Iteration 49Q: 3 clusters Score -5137992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5137985.500000 Penalty: 3454.560303
	Iteration 50Q: 3 clusters Score -5137986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5137990.500000 Penalty: 3454.560303
	Iteration 51Q: 3 clusters Score -5137990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5137999.500000 Penalty: 3454.560303
	Iteration 52Q: 3 clusters Score -5138000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5137999.500000 Penalty: 3454.560303
	Iteration 53Q: 3 clusters Score -5138000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5138003.500000 Penalty: 3454.560303
	Iteration 54Q: 3 clusters Score -5138004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5138002.500000 Penalty: 3454.560303
	Iteration 55Q: 3 clusters Score -5138002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5138000.500000 Penalty: 3454.560303
	Iteration 56Q: 3 clusters Score -5138000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5138003.500000 Penalty: 3454.560303
	Iteration 57Q: 3 clusters Score -5138004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5138000.500000 Penalty: 3454.560303
	Iteration 58Q: 3 clusters Score -5138000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5138001.000000 Penalty: 3454.560303
	Iteration 59Q: 3 clusters Score -5138001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5138002.000000 Penalty: 3454.560303
	Iteration 60F: 3 clusters Score -5138002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5138001.000000 Penalty: 3454.560303
	Iteration 61Q: 3 clusters Score -5138001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5138004.000000 Penalty: 3454.560303
	Iteration 62Q: 3 clusters Score -5138004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5138002.500000 Penalty: 3454.560303
	Iteration 63Q: 3 clusters Score -5138002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5138002.500000 Penalty: 3454.560303
	Iteration 64F: 3 clusters Score -5138002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Entering Unmasked Estep 
Score: -5324041.000000 Penalty: 1733.027344
	Iteration 0F: 2 clusters Score -5324041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -5295434.500000 Penalty: 3466.054688
	Iteration 0F: 3 clusters Score -5295434 nChanged 19989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -5306558.500000 Penalty: 3466.054688
	Iteration 1F: 3 clusters Score -5306558 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -5307032.500000 Penalty: 3466.054688
	Iteration 2Q: 3 clusters Score -5307032 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -5307398.000000 Penalty: 3466.054688
	Iteration 3Q: 3 clusters Score -5307398 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -5307768.500000 Penalty: 3466.054688
	Iteration 4Q: 3 clusters Score -5307768 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -5308165.000000 Penalty: 3466.054688
	Iteration 5Q: 3 clusters Score -5308165 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -5308592.500000 Penalty: 3466.054688
	Iteration 6Q: 3 clusters Score -5308592 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -5309006.500000 Penalty: 3466.054688
	Iteration 7Q: 3 clusters Score -5309006 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -5309570.500000 Penalty: 3466.054688
	Iteration 8Q: 3 clusters Score -5309570 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -5310512.500000 Penalty: 3466.054688
	Iteration 9Q: 3 clusters Score -5310512 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -5311773.000000 Penalty: 3466.054688
	Iteration 10Q: 3 clusters Score -5311773 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -5313477.500000 Penalty: 3466.054688
	Iteration 11F: 3 clusters Score -5313478 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -5315029.000000 Penalty: 3466.054688
	Iteration 12F: 3 clusters Score -5315029 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -5316004.500000 Penalty: 3466.054688
	Iteration 13Q: 3 clusters Score -5316004 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -5316522.000000 Penalty: 3466.054688
	Iteration 14Q: 3 clusters Score -5316522 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -5316805.500000 Penalty: 3466.054688
	Iteration 15Q: 3 clusters Score -5316806 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -5317087.000000 Penalty: 3466.054688
	Iteration 16Q: 3 clusters Score -5317087 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -5317352.500000 Penalty: 3466.054688
	Iteration 17Q: 3 clusters Score -5317352 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -5317644.000000 Penalty: 3466.054688
	Iteration 18Q: 3 clusters Score -5317644 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -5317968.500000 Penalty: 3466.054688
	Iteration 19Q: 3 clusters Score -5317968 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -5318255.000000 Penalty: 3466.054688
	Iteration 20F: 3 clusters Score -5318255 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -5318547.000000 Penalty: 3466.054688
	Iteration 21Q: 3 clusters Score -5318547 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -5318822.000000 Penalty: 3466.054688
	Iteration 22Q: 3 clusters Score -5318822 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -5319130.500000 Penalty: 3466.054688
	Iteration 23Q: 3 clusters Score -5319130 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -5319388.500000 Penalty: 3466.054688
	Iteration 24Q: 3 clusters Score -5319388 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -5319699.500000 Penalty: 3466.054688
	Iteration 25Q: 3 clusters Score -5319700 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -5319954.000000 Penalty: 3466.054688
	Iteration 26Q: 3 clusters Score -5319954 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -5320166.500000 Penalty: 3466.054688
	Iteration 27Q: 3 clusters Score -5320166 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -5320372.000000 Penalty: 3466.054688
	Iteration 28Q: 3 clusters Score -5320372 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -5320529.500000 Penalty: 3466.054688
	Iteration 29Q: 3 clusters Score -5320530 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -5320705.500000 Penalty: 3466.054688
	Iteration 30Q: 3 clusters Score -5320706 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -5320839.000000 Penalty: 3466.054688
	Iteration 31Q: 3 clusters Score -5320839 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -5320940.500000 Penalty: 3466.054688
	Iteration 32Q: 3 clusters Score -5320940 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -5321076.500000 Penalty: 3466.054688
	Iteration 33Q: 3 clusters Score -5321076 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -5321215.500000 Penalty: 3466.054688
	Iteration 34Q: 3 clusters Score -5321216 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -5321309.000000 Penalty: 3466.054688
	Iteration 35Q: 3 clusters Score -5321309 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -5321401.500000 Penalty: 3466.054688
	Iteration 36Q: 3 clusters Score -5321402 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -5321522.000000 Penalty: 3466.054688
	Iteration 37Q: 3 clusters Score -5321522 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -5321626.000000 Penalty: 3466.054688
	Iteration 38Q: 3 clusters Score -5321626 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -5321689.500000 Penalty: 3466.054688
	Iteration 39Q: 3 clusters Score -5321690 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -5321764.000000 Penalty: 3466.054688
	Iteration 40F: 3 clusters Score -5321764 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -5321800.000000 Penalty: 3466.054688
	Iteration 41Q: 3 clusters Score -5321800 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -5321845.500000 Penalty: 3466.054688
	Iteration 42Q: 3 clusters Score -5321846 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -5321895.500000 Penalty: 3466.054688
	Iteration 43Q: 3 clusters Score -5321896 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -5321966.000000 Penalty: 3466.054688
	Iteration 44Q: 3 clusters Score -5321966 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -5322025.000000 Penalty: 3466.054688
	Iteration 45Q: 3 clusters Score -5322025 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -5322057.000000 Penalty: 3466.054688
	Iteration 46Q: 3 clusters Score -5322057 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -5322112.000000 Penalty: 3466.054688
	Iteration 47Q: 3 clusters Score -5322112 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -5322153.000000 Penalty: 3466.054688
	Iteration 48Q: 3 clusters Score -5322153 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -5322169.500000 Penalty: 3466.054688
	Iteration 49Q: 3 clusters Score -5322170 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -5322212.500000 Penalty: 3466.054688
	Iteration 50Q: 3 clusters Score -5322212 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -5322225.500000 Penalty: 3466.054688
	Iteration 51Q: 3 clusters Score -5322226 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -5322254.000000 Penalty: 3466.054688
	Iteration 52Q: 3 clusters Score -5322254 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -5322269.500000 Penalty: 3466.054688
	Iteration 53Q: 3 clusters Score -5322270 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -5322290.000000 Penalty: 3466.054688
	Iteration 54Q: 3 clusters Score -5322290 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -5322312.000000 Penalty: 3466.054688
	Iteration 55Q: 3 clusters Score -5322312 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -5322344.000000 Penalty: 3466.054688
	Iteration 56Q: 3 clusters Score -5322344 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -5322371.500000 Penalty: 3466.054688
	Iteration 57Q: 3 clusters Score -5322372 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -5322381.500000 Penalty: 3466.054688
	Iteration 58Q: 3 clusters Score -5322382 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -5322410.000000 Penalty: 3466.054688
	Iteration 59Q: 3 clusters Score -5322410 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -5322437.500000 Penalty: 3466.054688
	Iteration 60F: 3 clusters Score -5322438 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -5322445.500000 Penalty: 3466.054688
	Iteration 61Q: 3 clusters Score -5322446 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -5322464.000000 Penalty: 3466.054688
	Iteration 62Q: 3 clusters Score -5322464 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -5322477.500000 Penalty: 3466.054688
	Iteration 63Q: 3 clusters Score -5322478 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -5322499.000000 Penalty: 3466.054688
	Iteration 64Q: 3 clusters Score -5322499 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -5322516.000000 Penalty: 3466.054688
	Iteration 65Q: 3 clusters Score -5322516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -5322536.500000 Penalty: 3466.054688
	Iteration 66Q: 3 clusters Score -5322536 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -5322556.000000 Penalty: 3466.054688
	Iteration 67Q: 3 clusters Score -5322556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -5322552.000000 Penalty: 3466.054688
	Iteration 68Q: 3 clusters Score -5322552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -5322564.500000 Penalty: 3466.054688
	Iteration 69Q: 3 clusters Score -5322564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -5322586.000000 Penalty: 3466.054688
	Iteration 70Q: 3 clusters Score -5322586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -5322591.500000 Penalty: 3466.054688
	Iteration 71Q: 3 clusters Score -5322592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -5322604.500000 Penalty: 3466.054688
	Iteration 72Q: 3 clusters Score -5322604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -5322602.000000 Penalty: 3466.054688
	Iteration 73Q: 3 clusters Score -5322602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -5322602.000000 Penalty: 3466.054688
	Iteration 74Q: 3 clusters Score -5322602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -5322620.000000 Penalty: 3466.054688
	Iteration 75Q: 3 clusters Score -5322620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -5322634.500000 Penalty: 3466.054688
	Iteration 76Q: 3 clusters Score -5322634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -5322632.000000 Penalty: 3466.054688
	Iteration 77Q: 3 clusters Score -5322632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -5322628.000000 Penalty: 3466.054688
	Iteration 78Q: 3 clusters Score -5322628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -5322626.000000 Penalty: 3466.054688
	Iteration 79Q: 3 clusters Score -5322626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -5322630.500000 Penalty: 3466.054688
	Iteration 80F: 3 clusters Score -5322630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -5322629.000000 Penalty: 3466.054688
	Iteration 81Q: 3 clusters Score -5322629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -5322635.000000 Penalty: 3466.054688
	Iteration 82Q: 3 clusters Score -5322635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -5322644.000000 Penalty: 3466.054688
	Iteration 83Q: 3 clusters Score -5322644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -5322646.000000 Penalty: 3466.054688
	Iteration 84Q: 3 clusters Score -5322646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -5322642.500000 Penalty: 3466.054688
	Iteration 85Q: 3 clusters Score -5322642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -5322647.500000 Penalty: 3466.054688
	Iteration 86Q: 3 clusters Score -5322648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -5322649.500000 Penalty: 3466.054688
	Iteration 87Q: 3 clusters Score -5322650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -5322642.500000 Penalty: 3466.054688
	Iteration 88Q: 3 clusters Score -5322642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -5322651.000000 Penalty: 3466.054688
	Iteration 89Q: 3 clusters Score -5322651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -5322655.500000 Penalty: 3466.054688
	Iteration 90Q: 3 clusters Score -5322656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -5322658.500000 Penalty: 3466.054688
	Iteration 91Q: 3 clusters Score -5322658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -5322654.000000 Penalty: 3466.054688
	Iteration 92Q: 3 clusters Score -5322654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -5322652.500000 Penalty: 3466.054688
	Iteration 93Q: 3 clusters Score -5322652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5322655.000000 Penalty: 3466.054688
	Iteration 94Q: 3 clusters Score -5322655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -5322657.000000 Penalty: 3466.054688
	Iteration 95Q: 3 clusters Score -5322657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -5322652.500000 Penalty: 3466.054688
	Iteration 96Q: 3 clusters Score -5322652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -5322660.500000 Penalty: 3466.054688
	Iteration 97Q: 3 clusters Score -5322660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -5322660.000000 Penalty: 3466.054688
	Iteration 98Q: 3 clusters Score -5322660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -5322661.000000 Penalty: 3466.054688
	Iteration 99Q: 3 clusters Score -5322661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -5322658.500000 Penalty: 3466.054688
	Iteration 100F: 3 clusters Score -5322658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -5322654.500000 Penalty: 3466.054688
	Iteration 101Q: 3 clusters Score -5322654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -5322659.000000 Penalty: 3466.054688
	Iteration 102Q: 3 clusters Score -5322659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -5322657.500000 Penalty: 3466.054688
	Iteration 103Q: 3 clusters Score -5322658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -5322659.000000 Penalty: 3466.054688
	Iteration 104Q: 3 clusters Score -5322659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -5322654.000000 Penalty: 3466.054688
	Iteration 105Q: 3 clusters Score -5322654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -5322664.000000 Penalty: 3466.054688
	Iteration 106Q: 3 clusters Score -5322664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -5322666.500000 Penalty: 3466.054688
	Iteration 107Q: 3 clusters Score -5322666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -5322669.500000 Penalty: 3466.054688
	Iteration 108Q: 3 clusters Score -5322670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -5322668.500000 Penalty: 3466.054688
	Iteration 109Q: 3 clusters Score -5322668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -5322676.000000 Penalty: 3466.054688
	Iteration 110Q: 3 clusters Score -5322676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -5322670.000000 Penalty: 3466.054688
	Iteration 111Q: 3 clusters Score -5322670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -5322673.500000 Penalty: 3466.054688
	Iteration 112Q: 3 clusters Score -5322674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -5322673.000000 Penalty: 3466.054688
	Iteration 113Q: 3 clusters Score -5322673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -5322672.000000 Penalty: 3466.054688
	Iteration 114Q: 3 clusters Score -5322672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -5322673.500000 Penalty: 3466.054688
	Iteration 115Q: 3 clusters Score -5322674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -5322673.500000 Penalty: 3466.054688
	Iteration 116Q: 3 clusters Score -5322674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -5322670.500000 Penalty: 3466.054688
	Iteration 117Q: 3 clusters Score -5322670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -5322670.500000 Penalty: 3466.054688
	Iteration 118F: 3 clusters Score -5322670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76612 members 
Entering Unmasked Estep 
Score: -9506299.000000 Penalty: 1827.557617
	Iteration 0F: 2 clusters Score -9506299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -9455700.000000 Penalty: 3655.115234
	Iteration 0F: 3 clusters Score -9455700 nChanged 36433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -9476670.000000 Penalty: 3655.115234
	Iteration 1F: 3 clusters Score -9476670 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -9477093.000000 Penalty: 3655.115234
	Iteration 2Q: 3 clusters Score -9477093 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -9477491.000000 Penalty: 3655.115234
	Iteration 3Q: 3 clusters Score -9477491 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -9477966.000000 Penalty: 3655.115234
	Iteration 4Q: 3 clusters Score -9477966 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -9478537.000000 Penalty: 3655.115234
	Iteration 5Q: 3 clusters Score -9478537 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -9479656.000000 Penalty: 3655.115234
	Iteration 6Q: 3 clusters Score -9479656 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -9481600.000000 Penalty: 3655.115234
	Iteration 7F: 3 clusters Score -9481600 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -9484971.000000 Penalty: 3655.115234
	Iteration 8F: 3 clusters Score -9484971 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -9490069.000000 Penalty: 3655.115234
	Iteration 9F: 3 clusters Score -9490069 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 67304 members 
Entering Unmasked Estep 
Score: -9495909.000000 Penalty: 3655.115234
	Iteration 10F: 3 clusters Score -9495909 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -9500766.000000 Penalty: 3655.115234
	Iteration 11F: 3 clusters Score -9500766 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 74880 members 
Entering Unmasked Estep 
Score: -9503263.000000 Penalty: 3655.115234
	Iteration 12Q: 3 clusters Score -9503263 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 75958 members 
Entering Unmasked Estep 
Score: -9504106.000000 Penalty: 3655.115234
	Iteration 13Q: 3 clusters Score -9504106 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 76319 members 
Entering Unmasked Estep 
Score: -9504461.000000 Penalty: 3655.115234
	Iteration 14Q: 3 clusters Score -9504461 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -9504570.000000 Penalty: 3655.115234
	Iteration 15Q: 3 clusters Score -9504570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 76452 members 
Entering Unmasked Estep 
Score: -9504629.000000 Penalty: 3655.115234
	Iteration 16Q: 3 clusters Score -9504629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 76460 members 
Entering Unmasked Estep 
Score: -9504652.000000 Penalty: 3655.115234
	Iteration 17Q: 3 clusters Score -9504652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 76465 members 
Entering Unmasked Estep 
Score: -9504674.000000 Penalty: 3655.115234
	Iteration 18Q: 3 clusters Score -9504674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -9504673.000000 Penalty: 3655.115234
	Iteration 19Q: 3 clusters Score -9504673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 76471 members 
Entering Unmasked Estep 
Score: -9504686.000000 Penalty: 3655.115234
	Iteration 20F: 3 clusters Score -9504686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 76470 members 
Entering Unmasked Estep 
Score: -9504697.000000 Penalty: 3655.115234
	Iteration 21Q: 3 clusters Score -9504697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 76470 members 
Entering Unmasked Estep 
Score: -9504704.000000 Penalty: 3655.115234
	Iteration 22Q: 3 clusters Score -9504704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 76469 members 
Entering Unmasked Estep 
Score: -9504699.000000 Penalty: 3655.115234
	Iteration 23Q: 3 clusters Score -9504699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 76469 members 
Entering Unmasked Estep 
Score: -9504699.000000 Penalty: 3655.115234
	Iteration 24F: 3 clusters Score -9504699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Entering Unmasked Estep 
Score: -1241650.625000 Penalty: 1502.348999
	Iteration 0F: 2 clusters Score -1241651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1234252.875000 Penalty: 3004.697998
	Iteration 0F: 3 clusters Score -1234253 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1236686.875000 Penalty: 3004.697998
	Iteration 1F: 3 clusters Score -1236687 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1236936.750000 Penalty: 3004.697998
	Iteration 2F: 3 clusters Score -1236937 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1237167.750000 Penalty: 3004.697998
	Iteration 3Q: 3 clusters Score -1237168 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1237380.625000 Penalty: 3004.697998
	Iteration 4Q: 3 clusters Score -1237381 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1237609.500000 Penalty: 3004.697998
	Iteration 5Q: 3 clusters Score -1237610 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1237839.875000 Penalty: 3004.697998
	Iteration 6Q: 3 clusters Score -1237840 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1238079.000000 Penalty: 3004.697998
	Iteration 7Q: 3 clusters Score -1238079 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1238399.000000 Penalty: 3004.697998
	Iteration 8Q: 3 clusters Score -1238399 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1238750.750000 Penalty: 3004.697998
	Iteration 9Q: 3 clusters Score -1238751 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1239107.500000 Penalty: 3004.697998
	Iteration 10Q: 3 clusters Score -1239108 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1239378.250000 Penalty: 3004.697998
	Iteration 11Q: 3 clusters Score -1239378 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1239568.000000 Penalty: 3004.697998
	Iteration 12Q: 3 clusters Score -1239568 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1239699.375000 Penalty: 3004.697998
	Iteration 13Q: 3 clusters Score -1239699 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1239799.375000 Penalty: 3004.697998
	Iteration 14Q: 3 clusters Score -1239799 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1239876.250000 Penalty: 3004.697998
	Iteration 15Q: 3 clusters Score -1239876 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1239943.125000 Penalty: 3004.697998
	Iteration 16Q: 3 clusters Score -1239943 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1240003.125000 Penalty: 3004.697998
	Iteration 17Q: 3 clusters Score -1240003 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1240041.750000 Penalty: 3004.697998
	Iteration 18Q: 3 clusters Score -1240042 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1240072.375000 Penalty: 3004.697998
	Iteration 19Q: 3 clusters Score -1240072 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1240101.125000 Penalty: 3004.697998
	Iteration 20F: 3 clusters Score -1240101 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1240134.750000 Penalty: 3004.697998
	Iteration 21Q: 3 clusters Score -1240135 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1240161.250000 Penalty: 3004.697998
	Iteration 22Q: 3 clusters Score -1240161 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1240178.750000 Penalty: 3004.697998
	Iteration 23Q: 3 clusters Score -1240179 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1240193.375000 Penalty: 3004.697998
	Iteration 24Q: 3 clusters Score -1240193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1240206.000000 Penalty: 3004.697998
	Iteration 25Q: 3 clusters Score -1240206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1240214.875000 Penalty: 3004.697998
	Iteration 26Q: 3 clusters Score -1240215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1240223.000000 Penalty: 3004.697998
	Iteration 27Q: 3 clusters Score -1240223 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1240234.500000 Penalty: 3004.697998
	Iteration 28Q: 3 clusters Score -1240234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1240243.000000 Penalty: 3004.697998
	Iteration 29Q: 3 clusters Score -1240243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1240250.750000 Penalty: 3004.697998
	Iteration 30Q: 3 clusters Score -1240251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1240264.375000 Penalty: 3004.697998
	Iteration 31Q: 3 clusters Score -1240264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1240275.750000 Penalty: 3004.697998
	Iteration 32Q: 3 clusters Score -1240276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1240288.250000 Penalty: 3004.697998
	Iteration 33Q: 3 clusters Score -1240288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1240299.000000 Penalty: 3004.697998
	Iteration 34Q: 3 clusters Score -1240299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1240304.125000 Penalty: 3004.697998
	Iteration 35Q: 3 clusters Score -1240304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1240310.625000 Penalty: 3004.697998
	Iteration 36Q: 3 clusters Score -1240311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1240316.375000 Penalty: 3004.697998
	Iteration 37Q: 3 clusters Score -1240316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1240322.000000 Penalty: 3004.697998
	Iteration 38Q: 3 clusters Score -1240322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1240324.500000 Penalty: 3004.697998
	Iteration 39Q: 3 clusters Score -1240324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1240328.875000 Penalty: 3004.697998
	Iteration 40F: 3 clusters Score -1240329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1240335.000000 Penalty: 3004.697998
	Iteration 41Q: 3 clusters Score -1240335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1240340.250000 Penalty: 3004.697998
	Iteration 42Q: 3 clusters Score -1240340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1240341.750000 Penalty: 3004.697998
	Iteration 43Q: 3 clusters Score -1240342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1240341.250000 Penalty: 3004.697998
	Iteration 44Q: 3 clusters Score -1240341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1240341.875000 Penalty: 3004.697998
	Iteration 45Q: 3 clusters Score -1240342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1240345.500000 Penalty: 3004.697998
	Iteration 46Q: 3 clusters Score -1240346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1240348.750000 Penalty: 3004.697998
	Iteration 47Q: 3 clusters Score -1240349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1240350.375000 Penalty: 3004.697998
	Iteration 48Q: 3 clusters Score -1240350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1240354.000000 Penalty: 3004.697998
	Iteration 49Q: 3 clusters Score -1240354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1240354.000000 Penalty: 3004.697998
	Iteration 50Q: 3 clusters Score -1240354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1240353.250000 Penalty: 3004.697998
	Iteration 51Q: 3 clusters Score -1240353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1240355.375000 Penalty: 3004.697998
	Iteration 52Q: 3 clusters Score -1240355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1240358.500000 Penalty: 3004.697998
	Iteration 53Q: 3 clusters Score -1240358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1240360.000000 Penalty: 3004.697998
	Iteration 54Q: 3 clusters Score -1240360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1240359.375000 Penalty: 3004.697998
	Iteration 55Q: 3 clusters Score -1240359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1240360.875000 Penalty: 3004.697998
	Iteration 56Q: 3 clusters Score -1240361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1240364.375000 Penalty: 3004.697998
	Iteration 57Q: 3 clusters Score -1240364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1240364.375000 Penalty: 3004.697998
	Iteration 58Q: 3 clusters Score -1240364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1240363.875000 Penalty: 3004.697998
	Iteration 59Q: 3 clusters Score -1240364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1240366.375000 Penalty: 3004.697998
	Iteration 60F: 3 clusters Score -1240366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1240366.250000 Penalty: 3004.697998
	Iteration 61Q: 3 clusters Score -1240366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1240367.375000 Penalty: 3004.697998
	Iteration 62Q: 3 clusters Score -1240367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1240367.125000 Penalty: 3004.697998
	Iteration 63Q: 3 clusters Score -1240367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1240366.750000 Penalty: 3004.697998
	Iteration 64Q: 3 clusters Score -1240367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1240366.125000 Penalty: 3004.697998
	Iteration 65Q: 3 clusters Score -1240366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1240367.000000 Penalty: 3004.697998
	Iteration 66Q: 3 clusters Score -1240367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1240367.000000 Penalty: 3004.697998
	Iteration 67F: 3 clusters Score -1240367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (69796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69796 members 
Entering Unmasked Estep 
Score: -8695066.000000 Penalty: 1812.416382
	Iteration 0F: 2 clusters Score -8695066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -8649531.000000 Penalty: 3624.832764
	Iteration 0F: 3 clusters Score -8649531 nChanged 32950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -8668249.000000 Penalty: 3624.832764
	Iteration 1F: 3 clusters Score -8668249 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -8668785.000000 Penalty: 3624.832764
	Iteration 2Q: 3 clusters Score -8668785 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -8669526.000000 Penalty: 3624.832764
	Iteration 3Q: 3 clusters Score -8669526 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -8670807.000000 Penalty: 3624.832764
	Iteration 4Q: 3 clusters Score -8670807 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -8673053.000000 Penalty: 3624.832764
	Iteration 5F: 3 clusters Score -8673053 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -8676849.000000 Penalty: 3624.832764
	Iteration 6F: 3 clusters Score -8676849 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -8682130.000000 Penalty: 3624.832764
	Iteration 7F: 3 clusters Score -8682130 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -8687559.000000 Penalty: 3624.832764
	Iteration 8F: 3 clusters Score -8687559 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67452 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -8691115.000000 Penalty: 3624.832764
	Iteration 9F: 3 clusters Score -8691115 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69059 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8692732.000000 Penalty: 3624.832764
	Iteration 10Q: 3 clusters Score -8692732 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69502 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8693167.000000 Penalty: 3624.832764
	Iteration 11Q: 3 clusters Score -8693167 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69628 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8693322.000000 Penalty: 3624.832764
	Iteration 12Q: 3 clusters Score -8693322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69657 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8693380.000000 Penalty: 3624.832764
	Iteration 13Q: 3 clusters Score -8693380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8693410.000000 Penalty: 3624.832764
	Iteration 14Q: 3 clusters Score -8693410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8693440.000000 Penalty: 3624.832764
	Iteration 15Q: 3 clusters Score -8693440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69678 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8693460.000000 Penalty: 3624.832764
	Iteration 16Q: 3 clusters Score -8693460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8693474.000000 Penalty: 3624.832764
	Iteration 17Q: 3 clusters Score -8693474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8693475.000000 Penalty: 3624.832764
	Iteration 18Q: 3 clusters Score -8693475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8693478.000000 Penalty: 3624.832764
	Iteration 19Q: 3 clusters Score -8693478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8693486.000000 Penalty: 3624.832764
	Iteration 20F: 3 clusters Score -8693486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Entering Unmasked Estep 
Score: -9750217.000000 Penalty: 1831.472412
	Iteration 0F: 2 clusters Score -9750217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -9699365.000000 Penalty: 3662.944824
	Iteration 0F: 3 clusters Score -9699365 nChanged 37468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -9721155.000000 Penalty: 3662.944824
	Iteration 1F: 3 clusters Score -9721155 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -9721808.000000 Penalty: 3662.944824
	Iteration 2Q: 3 clusters Score -9721808 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -9722463.000000 Penalty: 3662.944824
	Iteration 3Q: 3 clusters Score -9722463 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -9723176.000000 Penalty: 3662.944824
	Iteration 4Q: 3 clusters Score -9723176 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -9724159.000000 Penalty: 3662.944824
	Iteration 5Q: 3 clusters Score -9724159 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -9725498.000000 Penalty: 3662.944824
	Iteration 6Q: 3 clusters Score -9725498 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -9727298.000000 Penalty: 3662.944824
	Iteration 7Q: 3 clusters Score -9727298 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -9730062.000000 Penalty: 3662.944824
	Iteration 8F: 3 clusters Score -9730062 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -9733665.000000 Penalty: 3662.944824
	Iteration 9F: 3 clusters Score -9733665 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -9737233.000000 Penalty: 3662.944824
	Iteration 10F: 3 clusters Score -9737233 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 60617 members 
Entering Unmasked Estep 
Score: -9739636.000000 Penalty: 3662.944824
	Iteration 11Q: 3 clusters Score -9739636 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -9740815.000000 Penalty: 3662.944824
	Iteration 12Q: 3 clusters Score -9740815 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 64095 members 
Entering Unmasked Estep 
Score: -9741635.000000 Penalty: 3662.944824
	Iteration 13Q: 3 clusters Score -9741635 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 65671 members 
Entering Unmasked Estep 
Score: -9742411.000000 Penalty: 3662.944824
	Iteration 14Q: 3 clusters Score -9742411 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 67187 members 
Entering Unmasked Estep 
Score: -9743115.000000 Penalty: 3662.944824
	Iteration 15Q: 3 clusters Score -9743115 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 68576 members 
Entering Unmasked Estep 
Score: -9743813.000000 Penalty: 3662.944824
	Iteration 16Q: 3 clusters Score -9743813 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 69852 members 
Entering Unmasked Estep 
Score: -9744437.000000 Penalty: 3662.944824
	Iteration 17Q: 3 clusters Score -9744437 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 71098 members 
Entering Unmasked Estep 
Score: -9745085.000000 Penalty: 3662.944824
	Iteration 18Q: 3 clusters Score -9745085 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 72224 members 
Entering Unmasked Estep 
Score: -9745653.000000 Penalty: 3662.944824
	Iteration 19Q: 3 clusters Score -9745653 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 73242 members 
Entering Unmasked Estep 
Score: -9746059.000000 Penalty: 3662.944824
	Iteration 20F: 3 clusters Score -9746059 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 74129 members 
Entering Unmasked Estep 
Score: -9746519.000000 Penalty: 3662.944824
	Iteration 21Q: 3 clusters Score -9746519 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 74890 members 
Entering Unmasked Estep 
Score: -9746986.000000 Penalty: 3662.944824
	Iteration 22Q: 3 clusters Score -9746986 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
Score: -9747397.000000 Penalty: 3662.944824
	Iteration 23Q: 3 clusters Score -9747397 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 76075 members 
Entering Unmasked Estep 
Score: -9747778.000000 Penalty: 3662.944824
	Iteration 24Q: 3 clusters Score -9747778 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 76468 members 
Entering Unmasked Estep 
Score: -9748009.000000 Penalty: 3662.944824
	Iteration 25Q: 3 clusters Score -9748009 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 76785 members 
Entering Unmasked Estep 
Score: -9748202.000000 Penalty: 3662.944824
	Iteration 26Q: 3 clusters Score -9748202 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 77042 members 
Entering Unmasked Estep 
Score: -9748401.000000 Penalty: 3662.944824
	Iteration 27Q: 3 clusters Score -9748401 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 77239 members 
Entering Unmasked Estep 
Score: -9748547.000000 Penalty: 3662.944824
	Iteration 28Q: 3 clusters Score -9748547 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 77387 members 
Entering Unmasked Estep 
Score: -9748655.000000 Penalty: 3662.944824
	Iteration 29Q: 3 clusters Score -9748655 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -9748725.000000 Penalty: 3662.944824
	Iteration 30Q: 3 clusters Score -9748725 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 77562 members 
Entering Unmasked Estep 
Score: -9748756.000000 Penalty: 3662.944824
	Iteration 31Q: 3 clusters Score -9748756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 77614 members 
Entering Unmasked Estep 
Score: -9748801.000000 Penalty: 3662.944824
	Iteration 32Q: 3 clusters Score -9748801 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -9748820.000000 Penalty: 3662.944824
	Iteration 33Q: 3 clusters Score -9748820 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -9748831.000000 Penalty: 3662.944824
	Iteration 34Q: 3 clusters Score -9748831 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 77716 members 
Entering Unmasked Estep 
Score: -9748849.000000 Penalty: 3662.944824
	Iteration 35Q: 3 clusters Score -9748849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -9748849.000000 Penalty: 3662.944824
	Iteration 36Q: 3 clusters Score -9748849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 77738 members 
Entering Unmasked Estep 
Score: -9748846.000000 Penalty: 3662.944824
	Iteration 37Q: 3 clusters Score -9748846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 77749 members 
Entering Unmasked Estep 
Score: -9748845.000000 Penalty: 3662.944824
	Iteration 38Q: 3 clusters Score -9748845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 77757 members 
Entering Unmasked Estep 
Score: -9748845.000000 Penalty: 3662.944824
	Iteration 39Q: 3 clusters Score -9748845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 77767 members 
Entering Unmasked Estep 
Score: -9748834.000000 Penalty: 3662.944824
	Iteration 40F: 3 clusters Score -9748834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 77775 members 
Entering Unmasked Estep 
Score: -9748841.000000 Penalty: 3662.944824
	Iteration 41Q: 3 clusters Score -9748841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -9748832.000000 Penalty: 3662.944824
	Iteration 42Q: 3 clusters Score -9748832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 77792 members 
Entering Unmasked Estep 
Score: -9748827.000000 Penalty: 3662.944824
	Iteration 43Q: 3 clusters Score -9748827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 77796 members 
Entering Unmasked Estep 
Score: -9748825.000000 Penalty: 3662.944824
	Iteration 44Q: 3 clusters Score -9748825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -9748823.000000 Penalty: 3662.944824
	Iteration 45Q: 3 clusters Score -9748823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 77803 members 
Entering Unmasked Estep 
Score: -9748828.000000 Penalty: 3662.944824
	Iteration 46Q: 3 clusters Score -9748828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 77808 members 
Entering Unmasked Estep 
Score: -9748830.000000 Penalty: 3662.944824
	Iteration 47Q: 3 clusters Score -9748830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -9748828.000000 Penalty: 3662.944824
	Iteration 48Q: 3 clusters Score -9748828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 77817 members 
Entering Unmasked Estep 
Score: -9748839.000000 Penalty: 3662.944824
	Iteration 49Q: 3 clusters Score -9748839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 77819 members 
Entering Unmasked Estep 
Score: -9748838.000000 Penalty: 3662.944824
	Iteration 50Q: 3 clusters Score -9748838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 77820 members 
Entering Unmasked Estep 
Score: -9748839.000000 Penalty: 3662.944824
	Iteration 51Q: 3 clusters Score -9748839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 77823 members 
Entering Unmasked Estep 
Score: -9748845.000000 Penalty: 3662.944824
	Iteration 52Q: 3 clusters Score -9748845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 77823 members 
Entering Unmasked Estep 
Score: -9748850.000000 Penalty: 3662.944824
	Iteration 53Q: 3 clusters Score -9748850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 77823 members 
Entering Unmasked Estep 
Score: -9748850.000000 Penalty: 3662.944824
	Iteration 54F: 3 clusters Score -9748850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Entering Unmasked Estep 
Score: -731415.062500 Penalty: 1412.147461
	Iteration 0F: 2 clusters Score -731415.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -726832.312500 Penalty: 2824.294922
	Iteration 0F: 3 clusters Score -726832.3 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -728236.562500 Penalty: 2824.294922
	Iteration 1F: 3 clusters Score -728236.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -728561.750000 Penalty: 2824.294922
	Iteration 2F: 3 clusters Score -728561.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -728831.562500 Penalty: 2824.294922
	Iteration 3F: 3 clusters Score -728831.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -729053.312500 Penalty: 2824.294922
	Iteration 4F: 3 clusters Score -729053.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -729239.812500 Penalty: 2824.294922
	Iteration 5F: 3 clusters Score -729239.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -729393.187500 Penalty: 2824.294922
	Iteration 6Q: 3 clusters Score -729393.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -729530.437500 Penalty: 2824.294922
	Iteration 7Q: 3 clusters Score -729530.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -729654.062500 Penalty: 2824.294922
	Iteration 8Q: 3 clusters Score -729654.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -729770.937500 Penalty: 2824.294922
	Iteration 9Q: 3 clusters Score -729770.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -729890.687500 Penalty: 2824.294922
	Iteration 10Q: 3 clusters Score -729890.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -730002.062500 Penalty: 2824.294922
	Iteration 11Q: 3 clusters Score -730002.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -730096.125000 Penalty: 2824.294922
	Iteration 12Q: 3 clusters Score -730096.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -730168.250000 Penalty: 2824.294922
	Iteration 13Q: 3 clusters Score -730168.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -730234.562500 Penalty: 2824.294922
	Iteration 14Q: 3 clusters Score -730234.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -730282.437500 Penalty: 2824.294922
	Iteration 15Q: 3 clusters Score -730282.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -730336.562500 Penalty: 2824.294922
	Iteration 16Q: 3 clusters Score -730336.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -730383.375000 Penalty: 2824.294922
	Iteration 17Q: 3 clusters Score -730383.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -730421.312500 Penalty: 2824.294922
	Iteration 18Q: 3 clusters Score -730421.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -730441.437500 Penalty: 2824.294922
	Iteration 19Q: 3 clusters Score -730441.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -730462.937500 Penalty: 2824.294922
	Iteration 20F: 3 clusters Score -730462.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -730486.375000 Penalty: 2824.294922
	Iteration 21Q: 3 clusters Score -730486.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -730505.125000 Penalty: 2824.294922
	Iteration 22Q: 3 clusters Score -730505.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -730517.062500 Penalty: 2824.294922
	Iteration 23Q: 3 clusters Score -730517.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -730528.437500 Penalty: 2824.294922
	Iteration 24Q: 3 clusters Score -730528.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -730538.125000 Penalty: 2824.294922
	Iteration 25Q: 3 clusters Score -730538.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -730547.250000 Penalty: 2824.294922
	Iteration 26Q: 3 clusters Score -730547.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -730558.125000 Penalty: 2824.294922
	Iteration 27Q: 3 clusters Score -730558.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -730562.687500 Penalty: 2824.294922
	Iteration 28Q: 3 clusters Score -730562.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -730566.562500 Penalty: 2824.294922
	Iteration 29Q: 3 clusters Score -730566.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -730567.187500 Penalty: 2824.294922
	Iteration 30Q: 3 clusters Score -730567.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -730570.187500 Penalty: 2824.294922
	Iteration 31Q: 3 clusters Score -730570.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -730571.062500 Penalty: 2824.294922
	Iteration 32Q: 3 clusters Score -730571.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -730572.062500 Penalty: 2824.294922
	Iteration 33Q: 3 clusters Score -730572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -730574.437500 Penalty: 2824.294922
	Iteration 34Q: 3 clusters Score -730574.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -730575.750000 Penalty: 2824.294922
	Iteration 35Q: 3 clusters Score -730575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -730577.687500 Penalty: 2824.294922
	Iteration 36Q: 3 clusters Score -730577.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -730577.937500 Penalty: 2824.294922
	Iteration 37Q: 3 clusters Score -730577.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -730577.937500 Penalty: 2824.294922
	Iteration 38F: 3 clusters Score -730577.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -279816.781250 Penalty: 1252.981201
	Iteration 0F: 2 clusters Score -279816.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -277562.718750 Penalty: 2505.962402
	Iteration 0F: 3 clusters Score -277562.7 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -278056.968750 Penalty: 2505.962402
	Iteration 1F: 3 clusters Score -278057 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -278185.968750 Penalty: 2505.962402
	Iteration 2F: 3 clusters Score -278186 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -278257.343750 Penalty: 2505.962402
	Iteration 3F: 3 clusters Score -278257.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -278289.531250 Penalty: 2505.962402
	Iteration 4Q: 3 clusters Score -278289.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -278312.406250 Penalty: 2505.962402
	Iteration 5Q: 3 clusters Score -278312.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -278328.062500 Penalty: 2505.962402
	Iteration 6Q: 3 clusters Score -278328.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -278338.187500 Penalty: 2505.962402
	Iteration 7Q: 3 clusters Score -278338.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -278350.125000 Penalty: 2505.962402
	Iteration 8Q: 3 clusters Score -278350.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -278361.093750 Penalty: 2505.962402
	Iteration 9Q: 3 clusters Score -278361.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -278368.687500 Penalty: 2505.962402
	Iteration 10Q: 3 clusters Score -278368.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -278374.937500 Penalty: 2505.962402
	Iteration 11Q: 3 clusters Score -278374.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -278379.656250 Penalty: 2505.962402
	Iteration 12Q: 3 clusters Score -278379.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -278382.968750 Penalty: 2505.962402
	Iteration 13Q: 3 clusters Score -278383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -278388.125000 Penalty: 2505.962402
	Iteration 14Q: 3 clusters Score -278388.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -278391.250000 Penalty: 2505.962402
	Iteration 15Q: 3 clusters Score -278391.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -278392.312500 Penalty: 2505.962402
	Iteration 16Q: 3 clusters Score -278392.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -278394.625000 Penalty: 2505.962402
	Iteration 17Q: 3 clusters Score -278394.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -278396.437500 Penalty: 2505.962402
	Iteration 18Q: 3 clusters Score -278396.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -278397.437500 Penalty: 2505.962402
	Iteration 19Q: 3 clusters Score -278397.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -278398.687500 Penalty: 2505.962402
	Iteration 20F: 3 clusters Score -278398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -278399.031250 Penalty: 2505.962402
	Iteration 21Q: 3 clusters Score -278399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -278399.031250 Penalty: 2505.962402
	Iteration 22F: 3 clusters Score -278399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -98617.367188 Penalty: 1087.261841
	Iteration 0F: 2 clusters Score -98617.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -97324.687500 Penalty: 2174.523682
	Iteration 0F: 3 clusters Score -97324.69 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -97534.671875 Penalty: 2174.523682
	Iteration 1F: 3 clusters Score -97534.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -97587.195312 Penalty: 2174.523682
	Iteration 2F: 3 clusters Score -97587.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -97615.906250 Penalty: 2174.523682
	Iteration 3Q: 3 clusters Score -97615.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -97627.359375 Penalty: 2174.523682
	Iteration 4Q: 3 clusters Score -97627.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -97635.757812 Penalty: 2174.523682
	Iteration 5Q: 3 clusters Score -97635.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -97646.070312 Penalty: 2174.523682
	Iteration 6Q: 3 clusters Score -97646.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -97650.015625 Penalty: 2174.523682
	Iteration 7Q: 3 clusters Score -97650.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -97653.015625 Penalty: 2174.523682
	Iteration 8Q: 3 clusters Score -97653.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -97654.742188 Penalty: 2174.523682
	Iteration 9Q: 3 clusters Score -97654.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -97659.484375 Penalty: 2174.523682
	Iteration 10Q: 3 clusters Score -97659.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -97662.789062 Penalty: 2174.523682
	Iteration 11Q: 3 clusters Score -97662.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -97666.601562 Penalty: 2174.523682
	Iteration 12Q: 3 clusters Score -97666.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -97671.195312 Penalty: 2174.523682
	Iteration 13Q: 3 clusters Score -97671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -97672.765625 Penalty: 2174.523682
	Iteration 14Q: 3 clusters Score -97672.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -97672.765625 Penalty: 2174.523682
	Iteration 15F: 3 clusters Score -97672.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Entering Unmasked Estep 
Score: -5286003.500000 Penalty: 1731.873413
	Iteration 0F: 2 clusters Score -5286004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -5257615.500000 Penalty: 3463.746826
	Iteration 0F: 3 clusters Score -5257616 nChanged 19782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -5268761.000000 Penalty: 3463.746826
	Iteration 1F: 3 clusters Score -5268761 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -5269310.500000 Penalty: 3463.746826
	Iteration 2Q: 3 clusters Score -5269310 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -5270069.000000 Penalty: 3463.746826
	Iteration 3Q: 3 clusters Score -5270069 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -5271109.500000 Penalty: 3463.746826
	Iteration 4Q: 3 clusters Score -5271110 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -5272641.500000 Penalty: 3463.746826
	Iteration 5F: 3 clusters Score -5272642 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -5274678.000000 Penalty: 3463.746826
	Iteration 6F: 3 clusters Score -5274678 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -5277084.000000 Penalty: 3463.746826
	Iteration 7F: 3 clusters Score -5277084 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -5279243.000000 Penalty: 3463.746826
	Iteration 8F: 3 clusters Score -5279243 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -5280511.000000 Penalty: 3463.746826
	Iteration 9F: 3 clusters Score -5280511 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -5281076.500000 Penalty: 3463.746826
	Iteration 10Q: 3 clusters Score -5281076 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -5281351.500000 Penalty: 3463.746826
	Iteration 11Q: 3 clusters Score -5281352 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -5281516.500000 Penalty: 3463.746826
	Iteration 12Q: 3 clusters Score -5281516 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -5281693.500000 Penalty: 3463.746826
	Iteration 13Q: 3 clusters Score -5281694 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -5281822.000000 Penalty: 3463.746826
	Iteration 14Q: 3 clusters Score -5281822 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -5281954.000000 Penalty: 3463.746826
	Iteration 15Q: 3 clusters Score -5281954 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -5282072.500000 Penalty: 3463.746826
	Iteration 16Q: 3 clusters Score -5282072 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -5282204.000000 Penalty: 3463.746826
	Iteration 17Q: 3 clusters Score -5282204 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -5282328.500000 Penalty: 3463.746826
	Iteration 18Q: 3 clusters Score -5282328 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -5282436.500000 Penalty: 3463.746826
	Iteration 19Q: 3 clusters Score -5282436 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -5282547.500000 Penalty: 3463.746826
	Iteration 20F: 3 clusters Score -5282548 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -5282645.500000 Penalty: 3463.746826
	Iteration 21Q: 3 clusters Score -5282646 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -5282787.000000 Penalty: 3463.746826
	Iteration 22Q: 3 clusters Score -5282787 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -5282909.500000 Penalty: 3463.746826
	Iteration 23Q: 3 clusters Score -5282910 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -5283041.500000 Penalty: 3463.746826
	Iteration 24Q: 3 clusters Score -5283042 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -5283184.500000 Penalty: 3463.746826
	Iteration 25Q: 3 clusters Score -5283184 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -5283260.500000 Penalty: 3463.746826
	Iteration 26Q: 3 clusters Score -5283260 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -5283375.000000 Penalty: 3463.746826
	Iteration 27Q: 3 clusters Score -5283375 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -5283488.500000 Penalty: 3463.746826
	Iteration 28Q: 3 clusters Score -5283488 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -5283593.500000 Penalty: 3463.746826
	Iteration 29Q: 3 clusters Score -5283594 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -5283689.000000 Penalty: 3463.746826
	Iteration 30Q: 3 clusters Score -5283689 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -5283805.000000 Penalty: 3463.746826
	Iteration 31Q: 3 clusters Score -5283805 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -5283890.000000 Penalty: 3463.746826
	Iteration 32Q: 3 clusters Score -5283890 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -5283979.000000 Penalty: 3463.746826
	Iteration 33Q: 3 clusters Score -5283979 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -5284053.000000 Penalty: 3463.746826
	Iteration 34Q: 3 clusters Score -5284053 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -5284164.000000 Penalty: 3463.746826
	Iteration 35Q: 3 clusters Score -5284164 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -5284244.500000 Penalty: 3463.746826
	Iteration 36Q: 3 clusters Score -5284244 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -5284320.000000 Penalty: 3463.746826
	Iteration 37Q: 3 clusters Score -5284320 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -5284370.000000 Penalty: 3463.746826
	Iteration 38Q: 3 clusters Score -5284370 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -5284431.000000 Penalty: 3463.746826
	Iteration 39Q: 3 clusters Score -5284431 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -5284499.500000 Penalty: 3463.746826
	Iteration 40F: 3 clusters Score -5284500 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -5284554.500000 Penalty: 3463.746826
	Iteration 41Q: 3 clusters Score -5284554 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5284589.500000 Penalty: 3463.746826
	Iteration 42Q: 3 clusters Score -5284590 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -5284633.000000 Penalty: 3463.746826
	Iteration 43Q: 3 clusters Score -5284633 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -5284679.000000 Penalty: 3463.746826
	Iteration 44Q: 3 clusters Score -5284679 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -5284707.000000 Penalty: 3463.746826
	Iteration 45Q: 3 clusters Score -5284707 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -5284737.000000 Penalty: 3463.746826
	Iteration 46Q: 3 clusters Score -5284737 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -5284748.000000 Penalty: 3463.746826
	Iteration 47Q: 3 clusters Score -5284748 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -5284755.000000 Penalty: 3463.746826
	Iteration 48Q: 3 clusters Score -5284755 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -5284758.000000 Penalty: 3463.746826
	Iteration 49Q: 3 clusters Score -5284758 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -5284792.000000 Penalty: 3463.746826
	Iteration 50Q: 3 clusters Score -5284792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5284795.000000 Penalty: 3463.746826
	Iteration 51Q: 3 clusters Score -5284795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -5284803.500000 Penalty: 3463.746826
	Iteration 52Q: 3 clusters Score -5284804 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5284822.500000 Penalty: 3463.746826
	Iteration 53Q: 3 clusters Score -5284822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5284836.500000 Penalty: 3463.746826
	Iteration 54Q: 3 clusters Score -5284836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5284852.500000 Penalty: 3463.746826
	Iteration 55Q: 3 clusters Score -5284852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5284857.000000 Penalty: 3463.746826
	Iteration 56Q: 3 clusters Score -5284857 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5284874.000000 Penalty: 3463.746826
	Iteration 57Q: 3 clusters Score -5284874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5284888.000000 Penalty: 3463.746826
	Iteration 58Q: 3 clusters Score -5284888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5284896.500000 Penalty: 3463.746826
	Iteration 59Q: 3 clusters Score -5284896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5284907.000000 Penalty: 3463.746826
	Iteration 60F: 3 clusters Score -5284907 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -5284925.000000 Penalty: 3463.746826
	Iteration 61Q: 3 clusters Score -5284925 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5284931.000000 Penalty: 3463.746826
	Iteration 62Q: 3 clusters Score -5284931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5284943.000000 Penalty: 3463.746826
	Iteration 63Q: 3 clusters Score -5284943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5284948.500000 Penalty: 3463.746826
	Iteration 64Q: 3 clusters Score -5284948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5284955.500000 Penalty: 3463.746826
	Iteration 65Q: 3 clusters Score -5284956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5284964.000000 Penalty: 3463.746826
	Iteration 66Q: 3 clusters Score -5284964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5284958.000000 Penalty: 3463.746826
	Iteration 67Q: 3 clusters Score -5284958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5284953.500000 Penalty: 3463.746826
	Iteration 68Q: 3 clusters Score -5284954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5284959.000000 Penalty: 3463.746826
	Iteration 69Q: 3 clusters Score -5284959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -5284949.000000 Penalty: 3463.746826
	Iteration 70Q: 3 clusters Score -5284949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5284957.500000 Penalty: 3463.746826
	Iteration 71Q: 3 clusters Score -5284958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5284956.500000 Penalty: 3463.746826
	Iteration 72Q: 3 clusters Score -5284956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5284956.000000 Penalty: 3463.746826
	Iteration 73Q: 3 clusters Score -5284956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5284958.000000 Penalty: 3463.746826
	Iteration 74Q: 3 clusters Score -5284958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5284968.000000 Penalty: 3463.746826
	Iteration 75Q: 3 clusters Score -5284968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5284969.000000 Penalty: 3463.746826
	Iteration 76Q: 3 clusters Score -5284969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5284966.500000 Penalty: 3463.746826
	Iteration 77Q: 3 clusters Score -5284966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5284977.000000 Penalty: 3463.746826
	Iteration 78Q: 3 clusters Score -5284977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5284974.500000 Penalty: 3463.746826
	Iteration 79Q: 3 clusters Score -5284974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5284972.500000 Penalty: 3463.746826
	Iteration 80F: 3 clusters Score -5284972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5284980.000000 Penalty: 3463.746826
	Iteration 81Q: 3 clusters Score -5284980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5284978.000000 Penalty: 3463.746826
	Iteration 82Q: 3 clusters Score -5284978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5284972.000000 Penalty: 3463.746826
	Iteration 83Q: 3 clusters Score -5284972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5284979.000000 Penalty: 3463.746826
	Iteration 84Q: 3 clusters Score -5284979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5284980.500000 Penalty: 3463.746826
	Iteration 85Q: 3 clusters Score -5284980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5284979.500000 Penalty: 3463.746826
	Iteration 86Q: 3 clusters Score -5284980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5284978.500000 Penalty: 3463.746826
	Iteration 87Q: 3 clusters Score -5284978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5284983.500000 Penalty: 3463.746826
	Iteration 88Q: 3 clusters Score -5284984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5284983.500000 Penalty: 3463.746826
	Iteration 89F: 3 clusters Score -5284984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Entering Unmasked Estep 
Score: -3605007.500000 Penalty: 1673.171631
	Iteration 0F: 2 clusters Score -3605008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3585068.000000 Penalty: 3346.343262
	Iteration 0F: 3 clusters Score -3585068 nChanged 13645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3592798.250000 Penalty: 3346.343262
	Iteration 1F: 3 clusters Score -3592798 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3593447.250000 Penalty: 3346.343262
	Iteration 2F: 3 clusters Score -3593447 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -3594339.000000 Penalty: 3346.343262
	Iteration 3F: 3 clusters Score -3594339 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -3595662.250000 Penalty: 3346.343262
	Iteration 4F: 3 clusters Score -3595662 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3597413.750000 Penalty: 3346.343262
	Iteration 5F: 3 clusters Score -3597414 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3599435.000000 Penalty: 3346.343262
	Iteration 6F: 3 clusters Score -3599435 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3601210.500000 Penalty: 3346.343262
	Iteration 7F: 3 clusters Score -3601210 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -3602355.750000 Penalty: 3346.343262
	Iteration 8Q: 3 clusters Score -3602356 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -3602988.250000 Penalty: 3346.343262
	Iteration 9Q: 3 clusters Score -3602988 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -3603303.500000 Penalty: 3346.343262
	Iteration 10Q: 3 clusters Score -3603304 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -3603441.500000 Penalty: 3346.343262
	Iteration 11Q: 3 clusters Score -3603442 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -3603506.250000 Penalty: 3346.343262
	Iteration 12Q: 3 clusters Score -3603506 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3603546.500000 Penalty: 3346.343262
	Iteration 13Q: 3 clusters Score -3603546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -3603577.750000 Penalty: 3346.343262
	Iteration 14Q: 3 clusters Score -3603578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -3603595.750000 Penalty: 3346.343262
	Iteration 15Q: 3 clusters Score -3603596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -3603607.000000 Penalty: 3346.343262
	Iteration 16Q: 3 clusters Score -3603607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -3603622.500000 Penalty: 3346.343262
	Iteration 17Q: 3 clusters Score -3603622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -3603632.000000 Penalty: 3346.343262
	Iteration 18Q: 3 clusters Score -3603632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -3603640.500000 Penalty: 3346.343262
	Iteration 19Q: 3 clusters Score -3603640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -3603646.500000 Penalty: 3346.343262
	Iteration 20F: 3 clusters Score -3603646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -3603642.750000 Penalty: 3346.343262
	Iteration 21Q: 3 clusters Score -3603643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -3603644.000000 Penalty: 3346.343262
	Iteration 22Q: 3 clusters Score -3603644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3603648.750000 Penalty: 3346.343262
	Iteration 23Q: 3 clusters Score -3603649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -3603649.250000 Penalty: 3346.343262
	Iteration 24Q: 3 clusters Score -3603649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -3603648.000000 Penalty: 3346.343262
	Iteration 25Q: 3 clusters Score -3603648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -3603649.750000 Penalty: 3346.343262
	Iteration 26Q: 3 clusters Score -3603650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -3603649.250000 Penalty: 3346.343262
	Iteration 27Q: 3 clusters Score -3603649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -3603649.250000 Penalty: 3346.343262
	Iteration 28F: 3 clusters Score -3603649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (86002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86002 members 
Entering Unmasked Estep 
Score: -10672313.000000 Penalty: 1846.345337
	Iteration 0F: 2 clusters Score -1.067231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -10616885.000000 Penalty: 3692.690674
	Iteration 0F: 3 clusters Score -1.061688e+07 nChanged 41195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -10640522.000000 Penalty: 3692.690674
	Iteration 1F: 3 clusters Score -1.064052e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -10641203.000000 Penalty: 3692.690674
	Iteration 2Q: 3 clusters Score -1.06412e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -10642246.000000 Penalty: 3692.690674
	Iteration 3Q: 3 clusters Score -1.064225e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -10643992.000000 Penalty: 3692.690674
	Iteration 4Q: 3 clusters Score -1.064399e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 57121 members 
Entering Unmasked Estep 
Score: -10646909.000000 Penalty: 3692.690674
	Iteration 5F: 3 clusters Score -1.064691e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -10651674.000000 Penalty: 3692.690674
	Iteration 6F: 3 clusters Score -1.065167e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 70136 members 
Entering Unmasked Estep 
Score: -10657702.000000 Penalty: 3692.690674
	Iteration 7F: 3 clusters Score -1.06577e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 76360 members 
Entering Unmasked Estep 
Score: -10663284.000000 Penalty: 3692.690674
	Iteration 8F: 3 clusters Score -1.066328e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -10667280.000000 Penalty: 3692.690674
	Iteration 9F: 3 clusters Score -1.066728e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 83463 members 
Entering Unmasked Estep 
Score: -10669279.000000 Penalty: 3692.690674
	Iteration 10Q: 3 clusters Score -1.066928e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -10670152.000000 Penalty: 3692.690674
	Iteration 11Q: 3 clusters Score -1.067015e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 85391 members 
Entering Unmasked Estep 
Score: -10670471.000000 Penalty: 3692.690674
	Iteration 12Q: 3 clusters Score -1.067047e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 85626 members 
Entering Unmasked Estep 
Score: -10670624.000000 Penalty: 3692.690674
	Iteration 13Q: 3 clusters Score -1.067062e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 85723 members 
Entering Unmasked Estep 
Score: -10670708.000000 Penalty: 3692.690674
	Iteration 14Q: 3 clusters Score -1.067071e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 85766 members 
Entering Unmasked Estep 
Score: -10670752.000000 Penalty: 3692.690674
	Iteration 15Q: 3 clusters Score -1.067075e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 85787 members 
Entering Unmasked Estep 
Score: -10670766.000000 Penalty: 3692.690674
	Iteration 16Q: 3 clusters Score -1.067077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 85799 members 
Entering Unmasked Estep 
Score: -10670788.000000 Penalty: 3692.690674
	Iteration 17Q: 3 clusters Score -1.067079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 85812 members 
Entering Unmasked Estep 
Score: -10670802.000000 Penalty: 3692.690674
	Iteration 18Q: 3 clusters Score -1.06708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 85818 members 
Entering Unmasked Estep 
Score: -10670795.000000 Penalty: 3692.690674
	Iteration 19Q: 3 clusters Score -1.06708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 85822 members 
Entering Unmasked Estep 
Score: -10670799.000000 Penalty: 3692.690674
	Iteration 20F: 3 clusters Score -1.06708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 85824 members 
Entering Unmasked Estep 
Score: -10670803.000000 Penalty: 3692.690674
	Iteration 21Q: 3 clusters Score -1.06708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
Score: -10670795.000000 Penalty: 3692.690674
	Iteration 22Q: 3 clusters Score -1.06708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
Score: -10670795.000000 Penalty: 3692.690674
	Iteration 23F: 3 clusters Score -1.06708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -168093.187500 Penalty: 1172.595947
	Iteration 0F: 2 clusters Score -168093.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -166363.593750 Penalty: 2345.191895
	Iteration 0F: 3 clusters Score -166363.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -166690.750000 Penalty: 2345.191895
	Iteration 1F: 3 clusters Score -166690.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -166795.671875 Penalty: 2345.191895
	Iteration 2F: 3 clusters Score -166795.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -166847.015625 Penalty: 2345.191895
	Iteration 3Q: 3 clusters Score -166847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -166868.109375 Penalty: 2345.191895
	Iteration 4Q: 3 clusters Score -166868.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -166878.125000 Penalty: 2345.191895
	Iteration 5Q: 3 clusters Score -166878.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -166891.203125 Penalty: 2345.191895
	Iteration 6Q: 3 clusters Score -166891.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -166911.203125 Penalty: 2345.191895
	Iteration 7Q: 3 clusters Score -166911.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -166927.484375 Penalty: 2345.191895
	Iteration 8Q: 3 clusters Score -166927.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -166935.421875 Penalty: 2345.191895
	Iteration 9Q: 3 clusters Score -166935.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -166943.187500 Penalty: 2345.191895
	Iteration 10Q: 3 clusters Score -166943.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -166946.062500 Penalty: 2345.191895
	Iteration 11Q: 3 clusters Score -166946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -166950.421875 Penalty: 2345.191895
	Iteration 12Q: 3 clusters Score -166950.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -166953.500000 Penalty: 2345.191895
	Iteration 13Q: 3 clusters Score -166953.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -166956.015625 Penalty: 2345.191895
	Iteration 14Q: 3 clusters Score -166956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -166956.562500 Penalty: 2345.191895
	Iteration 15Q: 3 clusters Score -166956.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -166957.078125 Penalty: 2345.191895
	Iteration 16Q: 3 clusters Score -166957.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -166958.531250 Penalty: 2345.191895
	Iteration 17Q: 3 clusters Score -166958.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -166961.515625 Penalty: 2345.191895
	Iteration 18Q: 3 clusters Score -166961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -166962.312500 Penalty: 2345.191895
	Iteration 19Q: 3 clusters Score -166962.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -166963.109375 Penalty: 2345.191895
	Iteration 20F: 3 clusters Score -166963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -166964.328125 Penalty: 2345.191895
	Iteration 21Q: 3 clusters Score -166964.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -166964.500000 Penalty: 2345.191895
	Iteration 22Q: 3 clusters Score -166964.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -166964.500000 Penalty: 2345.191895
	Iteration 23F: 3 clusters Score -166964.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Entering Unmasked Estep 
Score: -570857.625000 Penalty: 1367.175415
	Iteration 0F: 2 clusters Score -570857.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -567138.625000 Penalty: 2734.350830
	Iteration 0F: 3 clusters Score -567138.6 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -568167.625000 Penalty: 2734.350830
	Iteration 1F: 3 clusters Score -568167.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -568351.875000 Penalty: 2734.350830
	Iteration 2F: 3 clusters Score -568351.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -568458.187500 Penalty: 2734.350830
	Iteration 3Q: 3 clusters Score -568458.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -568525.312500 Penalty: 2734.350830
	Iteration 4Q: 3 clusters Score -568525.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -568568.187500 Penalty: 2734.350830
	Iteration 5Q: 3 clusters Score -568568.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -568607.312500 Penalty: 2734.350830
	Iteration 6Q: 3 clusters Score -568607.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -568646.437500 Penalty: 2734.350830
	Iteration 7Q: 3 clusters Score -568646.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -568683.875000 Penalty: 2734.350830
	Iteration 8Q: 3 clusters Score -568683.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -568719.000000 Penalty: 2734.350830
	Iteration 9Q: 3 clusters Score -568719 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -568760.500000 Penalty: 2734.350830
	Iteration 10Q: 3 clusters Score -568760.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -568789.000000 Penalty: 2734.350830
	Iteration 11Q: 3 clusters Score -568789 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -568819.062500 Penalty: 2734.350830
	Iteration 12Q: 3 clusters Score -568819.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -568848.000000 Penalty: 2734.350830
	Iteration 13Q: 3 clusters Score -568848 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -568881.312500 Penalty: 2734.350830
	Iteration 14Q: 3 clusters Score -568881.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -568925.000000 Penalty: 2734.350830
	Iteration 15Q: 3 clusters Score -568925 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -568975.062500 Penalty: 2734.350830
	Iteration 16Q: 3 clusters Score -568975.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -569033.250000 Penalty: 2734.350830
	Iteration 17Q: 3 clusters Score -569033.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -569089.562500 Penalty: 2734.350830
	Iteration 18Q: 3 clusters Score -569089.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -569139.000000 Penalty: 2734.350830
	Iteration 19Q: 3 clusters Score -569139 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -569187.375000 Penalty: 2734.350830
	Iteration 20F: 3 clusters Score -569187.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -569235.187500 Penalty: 2734.350830
	Iteration 21Q: 3 clusters Score -569235.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -569287.875000 Penalty: 2734.350830
	Iteration 22Q: 3 clusters Score -569287.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -569337.625000 Penalty: 2734.350830
	Iteration 23Q: 3 clusters Score -569337.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -569398.625000 Penalty: 2734.350830
	Iteration 24Q: 3 clusters Score -569398.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -569445.125000 Penalty: 2734.350830
	Iteration 25Q: 3 clusters Score -569445.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -569484.562500 Penalty: 2734.350830
	Iteration 26Q: 3 clusters Score -569484.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -569519.437500 Penalty: 2734.350830
	Iteration 27Q: 3 clusters Score -569519.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -569550.937500 Penalty: 2734.350830
	Iteration 28Q: 3 clusters Score -569550.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -569575.562500 Penalty: 2734.350830
	Iteration 29Q: 3 clusters Score -569575.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -569589.250000 Penalty: 2734.350830
	Iteration 30Q: 3 clusters Score -569589.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -569601.875000 Penalty: 2734.350830
	Iteration 31Q: 3 clusters Score -569601.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -569613.312500 Penalty: 2734.350830
	Iteration 32Q: 3 clusters Score -569613.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -569623.062500 Penalty: 2734.350830
	Iteration 33Q: 3 clusters Score -569623.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -569631.312500 Penalty: 2734.350830
	Iteration 34Q: 3 clusters Score -569631.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -569637.437500 Penalty: 2734.350830
	Iteration 35Q: 3 clusters Score -569637.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -569641.875000 Penalty: 2734.350830
	Iteration 36Q: 3 clusters Score -569641.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -569647.687500 Penalty: 2734.350830
	Iteration 37Q: 3 clusters Score -569647.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -569650.562500 Penalty: 2734.350830
	Iteration 38Q: 3 clusters Score -569650.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -569656.000000 Penalty: 2734.350830
	Iteration 39Q: 3 clusters Score -569656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -569659.375000 Penalty: 2734.350830
	Iteration 40F: 3 clusters Score -569659.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -569663.250000 Penalty: 2734.350830
	Iteration 41Q: 3 clusters Score -569663.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -569663.250000 Penalty: 2734.350830
	Iteration 42F: 3 clusters Score -569663.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 74445 members 
Mstep: Class 3 contains 51884 members 
Mstep: Class 5 contains 41333 members 
Mstep: Class 7 contains 42821 members 
Mstep: Class 8 contains 76612 members 
Mstep: Class 9 contains 10355 members 
Mstep: Class 10 contains 69796 members 
Mstep: Class 13 contains 78480 members 
Mstep: Class 14 contains 5944 members 
Mstep: Class 15 contains 2232 members 
Mstep: Class 17 contains 805 members 
Mstep: Class 18 contains 42518 members 
Mstep: Class 20 contains 29627 members 
Mstep: Class 22 contains 86002 members 
Mstep: Class 23 contains 1361 members 
Mstep: Class 24 contains 4507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566240.000000 Penalty: 36850.429688
Iteration 119Q: 18 clusters Score -7.556624e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 74388 members 
Mstep: Class 3 contains 51955 members 
Mstep: Class 5 contains 41346 members 
Mstep: Class 7 contains 42865 members 
Mstep: Class 8 contains 76640 members 
Mstep: Class 9 contains 10326 members 
Mstep: Class 10 contains 69794 members 
Mstep: Class 13 contains 78478 members 
Mstep: Class 14 contains 5917 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 17 contains 805 members 
Mstep: Class 18 contains 42525 members 
Mstep: Class 20 contains 29522 members 
Mstep: Class 22 contains 86081 members 
Mstep: Class 23 contains 1361 members 
Mstep: Class 24 contains 4505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566296.000000 Penalty: 36850.429688
Iteration 120F: 18 clusters Score -7.55663e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 74328 members 
Mstep: Class 3 contains 52020 members 
Mstep: Class 5 contains 41331 members 
Mstep: Class 7 contains 42894 members 
Mstep: Class 8 contains 76631 members 
Mstep: Class 9 contains 10303 members 
Mstep: Class 10 contains 69793 members 
Mstep: Class 13 contains 78493 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 2223 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42529 members 
Mstep: Class 20 contains 29416 members 
Mstep: Class 22 contains 86212 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566024.000000 Penalty: 36850.429688
Iteration 121Q: 18 clusters Score -7.556602e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 74286 members 
Mstep: Class 3 contains 52100 members 
Mstep: Class 5 contains 41316 members 
Mstep: Class 7 contains 42905 members 
Mstep: Class 8 contains 76677 members 
Mstep: Class 9 contains 10286 members 
Mstep: Class 10 contains 69795 members 
Mstep: Class 13 contains 78484 members 
Mstep: Class 14 contains 5890 members 
Mstep: Class 15 contains 2218 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42540 members 
Mstep: Class 20 contains 29312 members 
Mstep: Class 22 contains 86284 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 4501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566192.000000 Penalty: 36850.429688
Iteration 122Q: 18 clusters Score -7.556619e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 74219 members 
Mstep: Class 3 contains 52187 members 
Mstep: Class 5 contains 41311 members 
Mstep: Class 7 contains 42915 members 
Mstep: Class 8 contains 76759 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 69801 members 
Mstep: Class 13 contains 78492 members 
Mstep: Class 14 contains 5877 members 
Mstep: Class 15 contains 2213 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42557 members 
Mstep: Class 20 contains 29223 members 
Mstep: Class 22 contains 86291 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 4493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566136.000000 Penalty: 36850.429688
Iteration 123Q: 18 clusters Score -7.556614e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 74172 members 
Mstep: Class 3 contains 52279 members 
Mstep: Class 5 contains 41303 members 
Mstep: Class 7 contains 42931 members 
Mstep: Class 8 contains 76825 members 
Mstep: Class 9 contains 10241 members 
Mstep: Class 10 contains 69811 members 
Mstep: Class 13 contains 78502 members 
Mstep: Class 14 contains 5856 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42571 members 
Mstep: Class 20 contains 29135 members 
Mstep: Class 22 contains 86280 members 
Mstep: Class 23 contains 1356 members 
Mstep: Class 24 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566160.000000 Penalty: 36850.429688
Iteration 124Q: 18 clusters Score -7.556616e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 74141 members 
Mstep: Class 3 contains 52373 members 
Mstep: Class 5 contains 41290 members 
Mstep: Class 7 contains 42948 members 
Mstep: Class 8 contains 76901 members 
Mstep: Class 9 contains 10218 members 
Mstep: Class 10 contains 69808 members 
Mstep: Class 13 contains 78511 members 
Mstep: Class 14 contains 5831 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42580 members 
Mstep: Class 20 contains 29063 members 
Mstep: Class 22 contains 86246 members 
Mstep: Class 23 contains 1360 members 
Mstep: Class 24 contains 4487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566288.000000 Penalty: 36850.429688
Iteration 125Q: 18 clusters Score -7.556629e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 74106 members 
Mstep: Class 3 contains 52472 members 
Mstep: Class 5 contains 41283 members 
Mstep: Class 7 contains 42959 members 
Mstep: Class 8 contains 76940 members 
Mstep: Class 9 contains 10191 members 
Mstep: Class 10 contains 69811 members 
Mstep: Class 13 contains 78510 members 
Mstep: Class 14 contains 5816 members 
Mstep: Class 15 contains 2204 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42584 members 
Mstep: Class 20 contains 29007 members 
Mstep: Class 22 contains 86235 members 
Mstep: Class 23 contains 1364 members 
Mstep: Class 24 contains 4483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566408.000000 Penalty: 36850.429688
Iteration 126Q: 18 clusters Score -7.556641e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 74042 members 
Mstep: Class 3 contains 52562 members 
Mstep: Class 5 contains 41279 members 
Mstep: Class 7 contains 42976 members 
Mstep: Class 8 contains 76995 members 
Mstep: Class 9 contains 10170 members 
Mstep: Class 10 contains 69804 members 
Mstep: Class 13 contains 78510 members 
Mstep: Class 14 contains 5800 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42597 members 
Mstep: Class 20 contains 28937 members 
Mstep: Class 22 contains 86239 members 
Mstep: Class 23 contains 1369 members 
Mstep: Class 24 contains 4488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566592.000000 Penalty: 36850.429688
Iteration 127Q: 18 clusters Score -7.556659e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 73941 members 
Mstep: Class 3 contains 52653 members 
Mstep: Class 5 contains 41284 members 
Mstep: Class 7 contains 42998 members 
Mstep: Class 8 contains 77097 members 
Mstep: Class 9 contains 10147 members 
Mstep: Class 10 contains 69800 members 
Mstep: Class 13 contains 78506 members 
Mstep: Class 14 contains 5785 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42607 members 
Mstep: Class 20 contains 28884 members 
Mstep: Class 22 contains 86216 members 
Mstep: Class 23 contains 1372 members 
Mstep: Class 24 contains 4481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566544.000000 Penalty: 36850.429688
Iteration 128Q: 18 clusters Score -7.556654e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 73846 members 
Mstep: Class 3 contains 52752 members 
Mstep: Class 5 contains 41292 members 
Mstep: Class 7 contains 43021 members 
Mstep: Class 8 contains 77190 members 
Mstep: Class 9 contains 10131 members 
Mstep: Class 10 contains 69801 members 
Mstep: Class 13 contains 78503 members 
Mstep: Class 14 contains 5768 members 
Mstep: Class 15 contains 2199 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42607 members 
Mstep: Class 20 contains 28820 members 
Mstep: Class 22 contains 86204 members 
Mstep: Class 23 contains 1373 members 
Mstep: Class 24 contains 4471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566648.000000 Penalty: 36850.429688
Iteration 129Q: 18 clusters Score -7.556665e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 73789 members 
Mstep: Class 3 contains 52824 members 
Mstep: Class 5 contains 41291 members 
Mstep: Class 7 contains 43044 members 
Mstep: Class 8 contains 77296 members 
Mstep: Class 9 contains 10111 members 
Mstep: Class 10 contains 69787 members 
Mstep: Class 13 contains 78499 members 
Mstep: Class 14 contains 5755 members 
Mstep: Class 15 contains 2195 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42597 members 
Mstep: Class 20 contains 28744 members 
Mstep: Class 22 contains 86215 members 
Mstep: Class 23 contains 1371 members 
Mstep: Class 24 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566600.000000 Penalty: 36850.429688
Iteration 130Q: 18 clusters Score -7.55666e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 73744 members 
Mstep: Class 3 contains 52906 members 
Mstep: Class 5 contains 41296 members 
Mstep: Class 7 contains 43077 members 
Mstep: Class 8 contains 77352 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 69781 members 
Mstep: Class 13 contains 78502 members 
Mstep: Class 14 contains 5744 members 
Mstep: Class 15 contains 2193 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42617 members 
Mstep: Class 20 contains 28665 members 
Mstep: Class 22 contains 86192 members 
Mstep: Class 23 contains 1370 members 
Mstep: Class 24 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566712.000000 Penalty: 36850.429688
Iteration 131Q: 18 clusters Score -7.556671e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 73672 members 
Mstep: Class 3 contains 52995 members 
Mstep: Class 5 contains 41304 members 
Mstep: Class 7 contains 43111 members 
Mstep: Class 8 contains 77397 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 10 contains 69778 members 
Mstep: Class 13 contains 78501 members 
Mstep: Class 14 contains 5731 members 
Mstep: Class 15 contains 2189 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42640 members 
Mstep: Class 20 contains 28603 members 
Mstep: Class 22 contains 86194 members 
Mstep: Class 23 contains 1372 members 
Mstep: Class 24 contains 4452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566640.000000 Penalty: 36850.429688
Iteration 132Q: 18 clusters Score -7.556664e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 73611 members 
Mstep: Class 3 contains 53064 members 
Mstep: Class 5 contains 41313 members 
Mstep: Class 7 contains 43141 members 
Mstep: Class 8 contains 77454 members 
Mstep: Class 9 contains 10021 members 
Mstep: Class 10 contains 69775 members 
Mstep: Class 13 contains 78493 members 
Mstep: Class 14 contains 5716 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42667 members 
Mstep: Class 20 contains 28570 members 
Mstep: Class 22 contains 86189 members 
Mstep: Class 23 contains 1365 members 
Mstep: Class 24 contains 4443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566976.000000 Penalty: 36850.429688
Iteration 133Q: 18 clusters Score -7.556698e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 73542 members 
Mstep: Class 3 contains 53113 members 
Mstep: Class 5 contains 41320 members 
Mstep: Class 7 contains 43181 members 
Mstep: Class 8 contains 77581 members 
Mstep: Class 9 contains 9978 members 
Mstep: Class 10 contains 69777 members 
Mstep: Class 13 contains 78479 members 
Mstep: Class 14 contains 5702 members 
Mstep: Class 15 contains 2180 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42694 members 
Mstep: Class 20 contains 28511 members 
Mstep: Class 22 contains 86151 members 
Mstep: Class 23 contains 1369 members 
Mstep: Class 24 contains 4433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75567040.000000 Penalty: 36850.429688
Iteration 134Q: 18 clusters Score -7.556704e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 73479 members 
Mstep: Class 3 contains 53173 members 
Mstep: Class 5 contains 41336 members 
Mstep: Class 7 contains 43215 members 
Mstep: Class 8 contains 77685 members 
Mstep: Class 9 contains 9947 members 
Mstep: Class 10 contains 69779 members 
Mstep: Class 13 contains 78481 members 
Mstep: Class 14 contains 5688 members 
Mstep: Class 15 contains 2177 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42707 members 
Mstep: Class 20 contains 28457 members 
Mstep: Class 22 contains 86108 members 
Mstep: Class 23 contains 1374 members 
Mstep: Class 24 contains 4412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566896.000000 Penalty: 36850.429688
Iteration 135Q: 18 clusters Score -7.55669e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 73398 members 
Mstep: Class 3 contains 53218 members 
Mstep: Class 5 contains 41345 members 
Mstep: Class 7 contains 43245 members 
Mstep: Class 8 contains 77760 members 
Mstep: Class 9 contains 9908 members 
Mstep: Class 10 contains 69772 members 
Mstep: Class 13 contains 78485 members 
Mstep: Class 14 contains 5681 members 
Mstep: Class 15 contains 2176 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42727 members 
Mstep: Class 20 contains 28420 members 
Mstep: Class 22 contains 86106 members 
Mstep: Class 23 contains 1377 members 
Mstep: Class 24 contains 4402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566776.000000 Penalty: 36850.429688
Iteration 136Q: 18 clusters Score -7.556678e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 73370 members 
Mstep: Class 3 contains 53279 members 
Mstep: Class 5 contains 41344 members 
Mstep: Class 7 contains 43281 members 
Mstep: Class 8 contains 77792 members 
Mstep: Class 9 contains 9860 members 
Mstep: Class 10 contains 69766 members 
Mstep: Class 13 contains 78495 members 
Mstep: Class 14 contains 5673 members 
Mstep: Class 15 contains 2176 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42741 members 
Mstep: Class 20 contains 28387 members 
Mstep: Class 22 contains 86083 members 
Mstep: Class 23 contains 1379 members 
Mstep: Class 24 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566760.000000 Penalty: 36850.429688
Iteration 137Q: 18 clusters Score -7.556676e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 73294 members 
Mstep: Class 3 contains 53330 members 
Mstep: Class 5 contains 41339 members 
Mstep: Class 7 contains 43313 members 
Mstep: Class 8 contains 77847 members 
Mstep: Class 9 contains 9824 members 
Mstep: Class 10 contains 69770 members 
Mstep: Class 13 contains 78516 members 
Mstep: Class 14 contains 5659 members 
Mstep: Class 15 contains 2178 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42764 members 
Mstep: Class 20 contains 28332 members 
Mstep: Class 22 contains 86092 members 
Mstep: Class 23 contains 1381 members 
Mstep: Class 24 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566584.000000 Penalty: 36850.429688
Iteration 138Q: 18 clusters Score -7.556658e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 73201 members 
Mstep: Class 3 contains 53393 members 
Mstep: Class 5 contains 41328 members 
Mstep: Class 7 contains 43357 members 
Mstep: Class 8 contains 77908 members 
Mstep: Class 9 contains 9779 members 
Mstep: Class 10 contains 69772 members 
Mstep: Class 13 contains 78529 members 
Mstep: Class 14 contains 5651 members 
Mstep: Class 15 contains 2176 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 42802 members 
Mstep: Class 20 contains 28274 members 
Mstep: Class 22 contains 86101 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 4380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566520.000000 Penalty: 36850.429688
Iteration 139Q: 18 clusters Score -7.556652e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 73117 members 
Mstep: Class 3 contains 53461 members 
Mstep: Class 5 contains 41316 members 
Mstep: Class 7 contains 43416 members 
Mstep: Class 8 contains 77950 members 
Mstep: Class 9 contains 9733 members 
Mstep: Class 10 contains 69757 members 
Mstep: Class 13 contains 78527 members 
Mstep: Class 14 contains 5649 members 
Mstep: Class 15 contains 2176 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 42834 members 
Mstep: Class 20 contains 28204 members 
Mstep: Class 22 contains 86132 members 
Mstep: Class 23 contains 1390 members 
Mstep: Class 24 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566392.000000 Penalty: 36850.429688
Iteration 140F: 18 clusters Score -7.556639e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 73062 members 
Mstep: Class 3 contains 53539 members 
Mstep: Class 5 contains 41297 members 
Mstep: Class 7 contains 43474 members 
Mstep: Class 8 contains 77977 members 
Mstep: Class 9 contains 9698 members 
Mstep: Class 10 contains 69745 members 
Mstep: Class 13 contains 78546 members 
Mstep: Class 14 contains 5640 members 
Mstep: Class 15 contains 2172 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 42854 members 
Mstep: Class 20 contains 28112 members 
Mstep: Class 22 contains 86172 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 4367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566168.000000 Penalty: 36850.429688
Iteration 141Q: 18 clusters Score -7.556617e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 72990 members 
Mstep: Class 3 contains 53608 members 
Mstep: Class 5 contains 41285 members 
Mstep: Class 7 contains 43520 members 
Mstep: Class 8 contains 78018 members 
Mstep: Class 9 contains 9663 members 
Mstep: Class 10 contains 69746 members 
Mstep: Class 13 contains 78566 members 
Mstep: Class 14 contains 5634 members 
Mstep: Class 15 contains 2172 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 42890 members 
Mstep: Class 20 contains 28021 members 
Mstep: Class 22 contains 86193 members 
Mstep: Class 23 contains 1382 members 
Mstep: Class 24 contains 4354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566312.000000 Penalty: 36850.429688
Iteration 142Q: 18 clusters Score -7.556631e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 72905 members 
Mstep: Class 3 contains 53680 members 
Mstep: Class 5 contains 41266 members 
Mstep: Class 7 contains 43573 members 
Mstep: Class 8 contains 78072 members 
Mstep: Class 9 contains 9633 members 
Mstep: Class 10 contains 69750 members 
Mstep: Class 13 contains 78584 members 
Mstep: Class 14 contains 5630 members 
Mstep: Class 15 contains 2167 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 42917 members 
Mstep: Class 20 contains 27938 members 
Mstep: Class 22 contains 86209 members 
Mstep: Class 23 contains 1377 members 
Mstep: Class 24 contains 4344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566232.000000 Penalty: 36850.429688
Iteration 143Q: 18 clusters Score -7.556623e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 72820 members 
Mstep: Class 3 contains 53749 members 
Mstep: Class 5 contains 41255 members 
Mstep: Class 7 contains 43623 members 
Mstep: Class 8 contains 78106 members 
Mstep: Class 9 contains 9599 members 
Mstep: Class 10 contains 69755 members 
Mstep: Class 13 contains 78613 members 
Mstep: Class 14 contains 5625 members 
Mstep: Class 15 contains 2167 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42951 members 
Mstep: Class 20 contains 27864 members 
Mstep: Class 22 contains 86196 members 
Mstep: Class 23 contains 1381 members 
Mstep: Class 24 contains 4342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566192.000000 Penalty: 36850.429688
Iteration 144Q: 18 clusters Score -7.556619e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 72701 members 
Mstep: Class 3 contains 53822 members 
Mstep: Class 5 contains 41245 members 
Mstep: Class 7 contains 43688 members 
Mstep: Class 8 contains 78176 members 
Mstep: Class 9 contains 9569 members 
Mstep: Class 10 contains 69764 members 
Mstep: Class 13 contains 78650 members 
Mstep: Class 14 contains 5613 members 
Mstep: Class 15 contains 2167 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 42980 members 
Mstep: Class 20 contains 27772 members 
Mstep: Class 22 contains 86182 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 4335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566480.000000 Penalty: 36850.429688
Iteration 145Q: 18 clusters Score -7.556648e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 72587 members 
Mstep: Class 3 contains 53910 members 
Mstep: Class 5 contains 41240 members 
Mstep: Class 7 contains 43742 members 
Mstep: Class 8 contains 78211 members 
Mstep: Class 9 contains 9545 members 
Mstep: Class 10 contains 69760 members 
Mstep: Class 13 contains 78692 members 
Mstep: Class 14 contains 5605 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 43011 members 
Mstep: Class 20 contains 27674 members 
Mstep: Class 22 contains 86199 members 
Mstep: Class 23 contains 1381 members 
Mstep: Class 24 contains 4327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566528.000000 Penalty: 36850.429688
Iteration 146Q: 18 clusters Score -7.556653e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 72431 members 
Mstep: Class 3 contains 53995 members 
Mstep: Class 5 contains 41246 members 
Mstep: Class 7 contains 43793 members 
Mstep: Class 8 contains 78242 members 
Mstep: Class 9 contains 9514 members 
Mstep: Class 10 contains 69758 members 
Mstep: Class 13 contains 78726 members 
Mstep: Class 14 contains 5590 members 
Mstep: Class 15 contains 2163 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 43048 members 
Mstep: Class 20 contains 27602 members 
Mstep: Class 22 contains 86241 members 
Mstep: Class 23 contains 1376 members 
Mstep: Class 24 contains 4325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566376.000000 Penalty: 36850.429688
Iteration 147Q: 18 clusters Score -7.556638e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 72295 members 
Mstep: Class 3 contains 54059 members 
Mstep: Class 5 contains 41247 members 
Mstep: Class 7 contains 43833 members 
Mstep: Class 8 contains 78290 members 
Mstep: Class 9 contains 9481 members 
Mstep: Class 10 contains 69771 members 
Mstep: Class 13 contains 78778 members 
Mstep: Class 14 contains 5575 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 43083 members 
Mstep: Class 20 contains 27528 members 
Mstep: Class 22 contains 86260 members 
Mstep: Class 23 contains 1375 members 
Mstep: Class 24 contains 4317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566240.000000 Penalty: 36850.429688
Iteration 148Q: 18 clusters Score -7.556624e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 72152 members 
Mstep: Class 3 contains 54133 members 
Mstep: Class 5 contains 41245 members 
Mstep: Class 7 contains 43858 members 
Mstep: Class 8 contains 78356 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 69753 members 
Mstep: Class 13 contains 78814 members 
Mstep: Class 14 contains 5559 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 43104 members 
Mstep: Class 20 contains 27444 members 
Mstep: Class 22 contains 86337 members 
Mstep: Class 23 contains 1379 members 
Mstep: Class 24 contains 4311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566360.000000 Penalty: 36850.429688
Iteration 149Q: 18 clusters Score -7.556636e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 72037 members 
Mstep: Class 3 contains 54205 members 
Mstep: Class 5 contains 41251 members 
Mstep: Class 7 contains 43884 members 
Mstep: Class 8 contains 78449 members 
Mstep: Class 9 contains 9414 members 
Mstep: Class 10 contains 69764 members 
Mstep: Class 13 contains 78831 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 15 contains 2158 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 43111 members 
Mstep: Class 20 contains 27352 members 
Mstep: Class 22 contains 86359 members 
Mstep: Class 23 contains 1388 members 
Mstep: Class 24 contains 4303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566424.000000 Penalty: 36850.429688
Iteration 150Q: 18 clusters Score -7.556642e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 71925 members 
Mstep: Class 3 contains 54274 members 
Mstep: Class 5 contains 41256 members 
Mstep: Class 7 contains 43903 members 
Mstep: Class 8 contains 78528 members 
Mstep: Class 9 contains 9366 members 
Mstep: Class 10 contains 69776 members 
Mstep: Class 13 contains 78861 members 
Mstep: Class 14 contains 5537 members 
Mstep: Class 15 contains 2159 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 43136 members 
Mstep: Class 20 contains 27273 members 
Mstep: Class 22 contains 86382 members 
Mstep: Class 23 contains 1386 members 
Mstep: Class 24 contains 4297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566336.000000 Penalty: 36850.429688
Iteration 151Q: 18 clusters Score -7.556634e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 71818 members 
Mstep: Class 3 contains 54361 members 
Mstep: Class 5 contains 41255 members 
Mstep: Class 7 contains 43927 members 
Mstep: Class 8 contains 78592 members 
Mstep: Class 9 contains 9329 members 
Mstep: Class 10 contains 69777 members 
Mstep: Class 13 contains 78895 members 
Mstep: Class 14 contains 5536 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 43129 members 
Mstep: Class 20 contains 27193 members 
Mstep: Class 22 contains 86419 members 
Mstep: Class 23 contains 1389 members 
Mstep: Class 24 contains 4287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566504.000000 Penalty: 36850.429688
Iteration 152Q: 18 clusters Score -7.55665e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 71711 members 
Mstep: Class 3 contains 54423 members 
Mstep: Class 5 contains 41256 members 
Mstep: Class 7 contains 43955 members 
Mstep: Class 8 contains 78675 members 
Mstep: Class 9 contains 9285 members 
Mstep: Class 10 contains 69777 members 
Mstep: Class 13 contains 78914 members 
Mstep: Class 14 contains 5527 members 
Mstep: Class 15 contains 2155 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 43135 members 
Mstep: Class 20 contains 27137 members 
Mstep: Class 22 contains 86447 members 
Mstep: Class 23 contains 1392 members 
Mstep: Class 24 contains 4280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566728.000000 Penalty: 36850.429688
Iteration 153Q: 18 clusters Score -7.556673e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 71573 members 
Mstep: Class 3 contains 54477 members 
Mstep: Class 5 contains 41259 members 
Mstep: Class 7 contains 43996 members 
Mstep: Class 8 contains 78818 members 
Mstep: Class 9 contains 9234 members 
Mstep: Class 10 contains 69769 members 
Mstep: Class 13 contains 78931 members 
Mstep: Class 14 contains 5515 members 
Mstep: Class 15 contains 2155 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 43147 members 
Mstep: Class 20 contains 27050 members 
Mstep: Class 22 contains 86487 members 
Mstep: Class 23 contains 1398 members 
Mstep: Class 24 contains 4265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566816.000000 Penalty: 36850.429688
Iteration 154Q: 18 clusters Score -7.556682e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 71421 members 
Mstep: Class 3 contains 54524 members 
Mstep: Class 5 contains 41264 members 
Mstep: Class 7 contains 44040 members 
Mstep: Class 8 contains 78997 members 
Mstep: Class 9 contains 9185 members 
Mstep: Class 10 contains 69765 members 
Mstep: Class 13 contains 78949 members 
Mstep: Class 14 contains 5496 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 43178 members 
Mstep: Class 20 contains 26939 members 
Mstep: Class 22 contains 86509 members 
Mstep: Class 23 contains 1402 members 
Mstep: Class 24 contains 4247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75566848.000000 Penalty: 36850.429688
Iteration 155Q: 18 clusters Score -7.556685e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 71288 members 
Mstep: Class 3 contains 54587 members 
Mstep: Class 5 contains 41277 members 
Mstep: Class 7 contains 44080 members 
Mstep: Class 8 contains 79206 members 
Mstep: Class 9 contains 9146 members 
Mstep: Class 10 contains 69747 members 
Mstep: Class 13 contains 78966 members 
Mstep: Class 14 contains 5477 members 
Mstep: Class 15 contains 2165 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 43186 members 
Mstep: Class 20 contains 26827 members 
Mstep: Class 22 contains 86479 members 
Mstep: Class 23 contains 1409 members 
Mstep: Class 24 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75567064.000000 Penalty: 36850.429688
Iteration 156Q: 18 clusters Score -7.556706e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 71162 members 
Mstep: Class 3 contains 54641 members 
Mstep: Class 5 contains 41292 members 
Mstep: Class 7 contains 44141 members 
Mstep: Class 8 contains 79361 members 
Mstep: Class 9 contains 9107 members 
Mstep: Class 10 contains 69708 members 
Mstep: Class 13 contains 78978 members 
Mstep: Class 14 contains 5456 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 43219 members 
Mstep: Class 20 contains 26697 members 
Mstep: Class 22 contains 86517 members 
Mstep: Class 23 contains 1409 members 
Mstep: Class 24 contains 4230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75567104.000000 Penalty: 36850.429688
Iteration 157Q: 18 clusters Score -7.55671e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 71027 members 
Mstep: Class 3 contains 54677 members 
Mstep: Class 5 contains 41312 members 
Mstep: Class 7 contains 44175 members 
Mstep: Class 8 contains 79536 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 69690 members 
Mstep: Class 13 contains 78995 members 
Mstep: Class 14 contains 5440 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 43260 members 
Mstep: Class 20 contains 26562 members 
Mstep: Class 22 contains 86548 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 4219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75567232.000000 Penalty: 36850.429688
Iteration 158Q: 18 clusters Score -7.556723e+07 nChanged 1682
Entering ConstructFrom: 
Score: -75567232.000000 Penalty: 36850.429688
Entering ConstructFrom: 
Trying to split cluster 1 (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: -269844.468750 Penalty: 1262.111572
	Iteration 0F: 2 clusters Score -269844.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -267612.750000 Penalty: 2524.223145
	Iteration 0F: 3 clusters Score -267612.8 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -268239.062500 Penalty: 2524.223145
	Iteration 1F: 3 clusters Score -268239.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -268455.875000 Penalty: 2524.223145
	Iteration 2F: 3 clusters Score -268455.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -268626.343750 Penalty: 2524.223145
	Iteration 3F: 3 clusters Score -268626.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -268773.000000 Penalty: 2524.223145
	Iteration 4F: 3 clusters Score -268773 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -268935.468750 Penalty: 2524.223145
	Iteration 5F: 3 clusters Score -268935.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -269120.218750 Penalty: 2524.223145
	Iteration 6Q: 3 clusters Score -269120.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -269338.687500 Penalty: 2524.223145
	Iteration 7Q: 3 clusters Score -269338.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -269562.000000 Penalty: 2524.223145
	Iteration 8Q: 3 clusters Score -269562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -269670.031250 Penalty: 2524.223145
	Iteration 9Q: 3 clusters Score -269670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -269699.687500 Penalty: 2524.223145
	Iteration 10Q: 3 clusters Score -269699.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -269718.625000 Penalty: 2524.223145
	Iteration 11Q: 3 clusters Score -269718.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -269727.781250 Penalty: 2524.223145
	Iteration 12Q: 3 clusters Score -269727.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -269735.218750 Penalty: 2524.223145
	Iteration 13Q: 3 clusters Score -269735.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -269737.312500 Penalty: 2524.223145
	Iteration 14Q: 3 clusters Score -269737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -269737.562500 Penalty: 2524.223145
	Iteration 15Q: 3 clusters Score -269737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -269739.781250 Penalty: 2524.223145
	Iteration 16Q: 3 clusters Score -269739.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -269741.593750 Penalty: 2524.223145
	Iteration 17Q: 3 clusters Score -269741.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -269741.593750 Penalty: 2524.223145
	Iteration 18F: 3 clusters Score -269741.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (70852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70852 members 
Entering Unmasked Estep 
Score: -8804411.000000 Penalty: 1814.856567
	Iteration 0F: 2 clusters Score -8804411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -8757764.000000 Penalty: 3629.713135
	Iteration 0F: 3 clusters Score -8757764 nChanged 33506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -8776700.000000 Penalty: 3629.713135
	Iteration 1F: 3 clusters Score -8776700 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -8777216.000000 Penalty: 3629.713135
	Iteration 2Q: 3 clusters Score -8777216 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -8777787.000000 Penalty: 3629.713135
	Iteration 3Q: 3 clusters Score -8777787 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -8778828.000000 Penalty: 3629.713135
	Iteration 4Q: 3 clusters Score -8778828 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -8780776.000000 Penalty: 3629.713135
	Iteration 5F: 3 clusters Score -8780776 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -8784299.000000 Penalty: 3629.713135
	Iteration 6F: 3 clusters Score -8784299 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -8789876.000000 Penalty: 3629.713135
	Iteration 7F: 3 clusters Score -8789876 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -8795970.000000 Penalty: 3629.713135
	Iteration 8F: 3 clusters Score -8795970 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -8800268.000000 Penalty: 3629.713135
	Iteration 9F: 3 clusters Score -8800268 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 69711 members 
Entering Unmasked Estep 
Score: -8802053.000000 Penalty: 3629.713135
	Iteration 10Q: 3 clusters Score -8802053 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -8802588.000000 Penalty: 3629.713135
	Iteration 11Q: 3 clusters Score -8802588 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 70529 members 
Entering Unmasked Estep 
Score: -8802767.000000 Penalty: 3629.713135
	Iteration 12Q: 3 clusters Score -8802767 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -8802830.000000 Penalty: 3629.713135
	Iteration 13Q: 3 clusters Score -8802830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 70625 members 
Entering Unmasked Estep 
Score: -8802846.000000 Penalty: 3629.713135
	Iteration 14Q: 3 clusters Score -8802846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
Score: -8802879.000000 Penalty: 3629.713135
	Iteration 15Q: 3 clusters Score -8802879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
Score: -8802873.000000 Penalty: 3629.713135
	Iteration 16Q: 3 clusters Score -8802873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -8802887.000000 Penalty: 3629.713135
	Iteration 17Q: 3 clusters Score -8802887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -8802893.000000 Penalty: 3629.713135
	Iteration 18Q: 3 clusters Score -8802893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 70651 members 
Entering Unmasked Estep 
Score: -8802906.000000 Penalty: 3629.713135
	Iteration 19Q: 3 clusters Score -8802906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -8802911.000000 Penalty: 3629.713135
	Iteration 20F: 3 clusters Score -8802911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -8802910.000000 Penalty: 3629.713135
	Iteration 21Q: 3 clusters Score -8802910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -8802910.000000 Penalty: 3629.713135
	Iteration 22F: 3 clusters Score -8802910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Entering Unmasked Estep 
Score: -6821937.500000 Penalty: 1772.887329
	Iteration 0F: 2 clusters Score -6821938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -6785401.000000 Penalty: 3545.774658
	Iteration 0F: 3 clusters Score -6785401 nChanged 25807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -6800079.000000 Penalty: 3545.774658
	Iteration 1F: 3 clusters Score -6800079 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -6800622.000000 Penalty: 3545.774658
	Iteration 2Q: 3 clusters Score -6800622 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -6801202.500000 Penalty: 3545.774658
	Iteration 3Q: 3 clusters Score -6801202 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -6802173.500000 Penalty: 3545.774658
	Iteration 4Q: 3 clusters Score -6802174 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -6803662.000000 Penalty: 3545.774658
	Iteration 5F: 3 clusters Score -6803662 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -6806113.000000 Penalty: 3545.774658
	Iteration 6F: 3 clusters Score -6806113 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -6809352.000000 Penalty: 3545.774658
	Iteration 7F: 3 clusters Score -6809352 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -6812602.000000 Penalty: 3545.774658
	Iteration 8F: 3 clusters Score -6812602 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -6815252.500000 Penalty: 3545.774658
	Iteration 9F: 3 clusters Score -6815252 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -6816957.000000 Penalty: 3545.774658
	Iteration 10Q: 3 clusters Score -6816957 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -6817905.500000 Penalty: 3545.774658
	Iteration 11Q: 3 clusters Score -6817906 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -6818559.000000 Penalty: 3545.774658
	Iteration 12Q: 3 clusters Score -6818559 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -6819015.500000 Penalty: 3545.774658
	Iteration 13Q: 3 clusters Score -6819016 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -6819394.000000 Penalty: 3545.774658
	Iteration 14Q: 3 clusters Score -6819394 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -6819744.500000 Penalty: 3545.774658
	Iteration 15Q: 3 clusters Score -6819744 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -6820014.000000 Penalty: 3545.774658
	Iteration 16Q: 3 clusters Score -6820014 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -6820249.500000 Penalty: 3545.774658
	Iteration 17Q: 3 clusters Score -6820250 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -6820398.500000 Penalty: 3545.774658
	Iteration 18Q: 3 clusters Score -6820398 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -6820566.500000 Penalty: 3545.774658
	Iteration 19Q: 3 clusters Score -6820566 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -6820670.500000 Penalty: 3545.774658
	Iteration 20F: 3 clusters Score -6820670 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -6820738.500000 Penalty: 3545.774658
	Iteration 21Q: 3 clusters Score -6820738 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -6820763.000000 Penalty: 3545.774658
	Iteration 22Q: 3 clusters Score -6820763 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
Score: -6820800.000000 Penalty: 3545.774658
	Iteration 23Q: 3 clusters Score -6820800 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 53377 members 
Entering Unmasked Estep 
Score: -6820827.500000 Penalty: 3545.774658
	Iteration 24Q: 3 clusters Score -6820828 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -6820878.000000 Penalty: 3545.774658
	Iteration 25Q: 3 clusters Score -6820878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -6820877.000000 Penalty: 3545.774658
	Iteration 26Q: 3 clusters Score -6820877 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 53580 members 
Entering Unmasked Estep 
Score: -6820895.000000 Penalty: 3545.774658
	Iteration 27Q: 3 clusters Score -6820895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -6820912.500000 Penalty: 3545.774658
	Iteration 28Q: 3 clusters Score -6820912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -6820902.500000 Penalty: 3545.774658
	Iteration 29Q: 3 clusters Score -6820902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -6820911.500000 Penalty: 3545.774658
	Iteration 30Q: 3 clusters Score -6820912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -6820921.500000 Penalty: 3545.774658
	Iteration 31Q: 3 clusters Score -6820922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -6820936.000000 Penalty: 3545.774658
	Iteration 32Q: 3 clusters Score -6820936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -6820948.000000 Penalty: 3545.774658
	Iteration 33Q: 3 clusters Score -6820948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -6820946.500000 Penalty: 3545.774658
	Iteration 34Q: 3 clusters Score -6820946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -6820959.500000 Penalty: 3545.774658
	Iteration 35Q: 3 clusters Score -6820960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -6820960.000000 Penalty: 3545.774658
	Iteration 36Q: 3 clusters Score -6820960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -6820962.000000 Penalty: 3545.774658
	Iteration 37Q: 3 clusters Score -6820962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -6820969.500000 Penalty: 3545.774658
	Iteration 38Q: 3 clusters Score -6820970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -6820986.500000 Penalty: 3545.774658
	Iteration 39Q: 3 clusters Score -6820986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -6820994.500000 Penalty: 3545.774658
	Iteration 40F: 3 clusters Score -6820994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -6820997.500000 Penalty: 3545.774658
	Iteration 41Q: 3 clusters Score -6820998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -6821000.500000 Penalty: 3545.774658
	Iteration 42Q: 3 clusters Score -6821000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -6821001.500000 Penalty: 3545.774658
	Iteration 43Q: 3 clusters Score -6821002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -6820997.500000 Penalty: 3545.774658
	Iteration 44Q: 3 clusters Score -6820998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -6821000.000000 Penalty: 3545.774658
	Iteration 45Q: 3 clusters Score -6821000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -6821002.000000 Penalty: 3545.774658
	Iteration 46Q: 3 clusters Score -6821002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -6821007.500000 Penalty: 3545.774658
	Iteration 47Q: 3 clusters Score -6821008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -6821010.000000 Penalty: 3545.774658
	Iteration 48Q: 3 clusters Score -6821010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -6821020.000000 Penalty: 3545.774658
	Iteration 49Q: 3 clusters Score -6821020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -6821021.500000 Penalty: 3545.774658
	Iteration 50Q: 3 clusters Score -6821022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -6821020.500000 Penalty: 3545.774658
	Iteration 51Q: 3 clusters Score -6821020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 54135 members 
Entering Unmasked Estep 
Score: -6821027.500000 Penalty: 3545.774658
	Iteration 52Q: 3 clusters Score -6821028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -6821032.500000 Penalty: 3545.774658
	Iteration 53Q: 3 clusters Score -6821032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -6821033.500000 Penalty: 3545.774658
	Iteration 54Q: 3 clusters Score -6821034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -6821041.500000 Penalty: 3545.774658
	Iteration 55Q: 3 clusters Score -6821042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -6821034.000000 Penalty: 3545.774658
	Iteration 56Q: 3 clusters Score -6821034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -6821048.000000 Penalty: 3545.774658
	Iteration 57Q: 3 clusters Score -6821048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -6821047.000000 Penalty: 3545.774658
	Iteration 58Q: 3 clusters Score -6821047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -6821037.000000 Penalty: 3545.774658
	Iteration 59Q: 3 clusters Score -6821037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -6821036.500000 Penalty: 3545.774658
	Iteration 60F: 3 clusters Score -6821036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -6821028.000000 Penalty: 3545.774658
	Iteration 61Q: 3 clusters Score -6821028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 54223 members 
Entering Unmasked Estep 
Score: -6821027.500000 Penalty: 3545.774658
	Iteration 62Q: 3 clusters Score -6821028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -6821023.500000 Penalty: 3545.774658
	Iteration 63Q: 3 clusters Score -6821024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -6821020.000000 Penalty: 3545.774658
	Iteration 64Q: 3 clusters Score -6821020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -6821020.000000 Penalty: 3545.774658
	Iteration 65Q: 3 clusters Score -6821020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -6821030.500000 Penalty: 3545.774658
	Iteration 66Q: 3 clusters Score -6821030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -6821033.000000 Penalty: 3545.774658
	Iteration 67Q: 3 clusters Score -6821033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -6821034.000000 Penalty: 3545.774658
	Iteration 68Q: 3 clusters Score -6821034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -6821039.500000 Penalty: 3545.774658
	Iteration 69Q: 3 clusters Score -6821040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -6821043.500000 Penalty: 3545.774658
	Iteration 70Q: 3 clusters Score -6821044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
Score: -6821042.500000 Penalty: 3545.774658
	Iteration 71Q: 3 clusters Score -6821042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -6821044.000000 Penalty: 3545.774658
	Iteration 72Q: 3 clusters Score -6821044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -6821046.000000 Penalty: 3545.774658
	Iteration 73Q: 3 clusters Score -6821046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -6821046.000000 Penalty: 3545.774658
	Iteration 74F: 3 clusters Score -6821046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Entering Unmasked Estep 
Score: -5140651.000000 Penalty: 1727.295776
	Iteration 0F: 2 clusters Score -5140651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -5112947.000000 Penalty: 3454.591553
	Iteration 0F: 3 clusters Score -5112947 nChanged 19193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -5123447.000000 Penalty: 3454.591553
	Iteration 1F: 3 clusters Score -5123447 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -5123854.000000 Penalty: 3454.591553
	Iteration 2Q: 3 clusters Score -5123854 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -5124310.500000 Penalty: 3454.591553
	Iteration 3Q: 3 clusters Score -5124310 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -5124997.000000 Penalty: 3454.591553
	Iteration 4Q: 3 clusters Score -5124997 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -5126061.500000 Penalty: 3454.591553
	Iteration 5F: 3 clusters Score -5126062 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -5127901.500000 Penalty: 3454.591553
	Iteration 6F: 3 clusters Score -5127902 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -5130714.500000 Penalty: 3454.591553
	Iteration 7F: 3 clusters Score -5130714 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -5133873.000000 Penalty: 3454.591553
	Iteration 8F: 3 clusters Score -5133873 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -5136433.000000 Penalty: 3454.591553
	Iteration 9F: 3 clusters Score -5136433 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5137947.000000 Penalty: 3454.591553
	Iteration 10Q: 3 clusters Score -5137947 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5138719.500000 Penalty: 3454.591553
	Iteration 11Q: 3 clusters Score -5138720 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5139046.000000 Penalty: 3454.591553
	Iteration 12Q: 3 clusters Score -5139046 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5139198.500000 Penalty: 3454.591553
	Iteration 13Q: 3 clusters Score -5139198 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5139283.500000 Penalty: 3454.591553
	Iteration 14Q: 3 clusters Score -5139284 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5139308.000000 Penalty: 3454.591553
	Iteration 15Q: 3 clusters Score -5139308 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5139352.500000 Penalty: 3454.591553
	Iteration 16Q: 3 clusters Score -5139352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5139384.000000 Penalty: 3454.591553
	Iteration 17Q: 3 clusters Score -5139384 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5139414.500000 Penalty: 3454.591553
	Iteration 18Q: 3 clusters Score -5139414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5139427.500000 Penalty: 3454.591553
	Iteration 19Q: 3 clusters Score -5139428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5139437.500000 Penalty: 3454.591553
	Iteration 20F: 3 clusters Score -5139438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5139445.500000 Penalty: 3454.591553
	Iteration 21Q: 3 clusters Score -5139446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5139461.000000 Penalty: 3454.591553
	Iteration 22Q: 3 clusters Score -5139461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5139453.000000 Penalty: 3454.591553
	Iteration 23Q: 3 clusters Score -5139453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5139463.500000 Penalty: 3454.591553
	Iteration 24Q: 3 clusters Score -5139464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5139464.500000 Penalty: 3454.591553
	Iteration 25Q: 3 clusters Score -5139464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5139463.500000 Penalty: 3454.591553
	Iteration 26Q: 3 clusters Score -5139464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5139469.500000 Penalty: 3454.591553
	Iteration 27Q: 3 clusters Score -5139470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5139467.000000 Penalty: 3454.591553
	Iteration 28Q: 3 clusters Score -5139467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5139474.000000 Penalty: 3454.591553
	Iteration 29Q: 3 clusters Score -5139474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5139470.500000 Penalty: 3454.591553
	Iteration 30Q: 3 clusters Score -5139470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5139475.000000 Penalty: 3454.591553
	Iteration 31Q: 3 clusters Score -5139475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5139481.000000 Penalty: 3454.591553
	Iteration 32Q: 3 clusters Score -5139481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5139482.500000 Penalty: 3454.591553
	Iteration 33Q: 3 clusters Score -5139482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5139480.500000 Penalty: 3454.591553
	Iteration 34Q: 3 clusters Score -5139480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5139491.500000 Penalty: 3454.591553
	Iteration 35Q: 3 clusters Score -5139492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5139496.000000 Penalty: 3454.591553
	Iteration 36Q: 3 clusters Score -5139496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5139499.000000 Penalty: 3454.591553
	Iteration 37Q: 3 clusters Score -5139499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5139497.000000 Penalty: 3454.591553
	Iteration 38Q: 3 clusters Score -5139497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5139492.500000 Penalty: 3454.591553
	Iteration 39Q: 3 clusters Score -5139492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5139492.500000 Penalty: 3454.591553
	Iteration 40F: 3 clusters Score -5139492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Entering Unmasked Estep 
Score: -5496536.500000 Penalty: 1738.240601
	Iteration 0F: 2 clusters Score -5496536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -5466969.000000 Penalty: 3476.481201
	Iteration 0F: 3 clusters Score -5466969 nChanged 20649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -5478484.000000 Penalty: 3476.481201
	Iteration 1F: 3 clusters Score -5478484 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -5479014.500000 Penalty: 3476.481201
	Iteration 2Q: 3 clusters Score -5479014 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -5479826.500000 Penalty: 3476.481201
	Iteration 3Q: 3 clusters Score -5479826 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -5481032.500000 Penalty: 3476.481201
	Iteration 4F: 3 clusters Score -5481032 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -5482918.000000 Penalty: 3476.481201
	Iteration 5F: 3 clusters Score -5482918 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -5485533.000000 Penalty: 3476.481201
	Iteration 6F: 3 clusters Score -5485533 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -5488398.500000 Penalty: 3476.481201
	Iteration 7F: 3 clusters Score -5488398 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -5490734.500000 Penalty: 3476.481201
	Iteration 8F: 3 clusters Score -5490734 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -5492256.000000 Penalty: 3476.481201
	Iteration 9Q: 3 clusters Score -5492256 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -5493091.000000 Penalty: 3476.481201
	Iteration 10Q: 3 clusters Score -5493091 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -5493607.000000 Penalty: 3476.481201
	Iteration 11Q: 3 clusters Score -5493607 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -5493889.000000 Penalty: 3476.481201
	Iteration 12Q: 3 clusters Score -5493889 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -5494112.500000 Penalty: 3476.481201
	Iteration 13Q: 3 clusters Score -5494112 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -5494304.500000 Penalty: 3476.481201
	Iteration 14Q: 3 clusters Score -5494304 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -5494462.500000 Penalty: 3476.481201
	Iteration 15Q: 3 clusters Score -5494462 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -5494566.000000 Penalty: 3476.481201
	Iteration 16Q: 3 clusters Score -5494566 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -5494631.500000 Penalty: 3476.481201
	Iteration 17Q: 3 clusters Score -5494632 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -5494673.000000 Penalty: 3476.481201
	Iteration 18Q: 3 clusters Score -5494673 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -5494757.500000 Penalty: 3476.481201
	Iteration 19Q: 3 clusters Score -5494758 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -5494802.500000 Penalty: 3476.481201
	Iteration 20F: 3 clusters Score -5494802 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -5494829.000000 Penalty: 3476.481201
	Iteration 21Q: 3 clusters Score -5494829 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -5494847.000000 Penalty: 3476.481201
	Iteration 22Q: 3 clusters Score -5494847 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -5494869.500000 Penalty: 3476.481201
	Iteration 23Q: 3 clusters Score -5494870 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -5494904.000000 Penalty: 3476.481201
	Iteration 24Q: 3 clusters Score -5494904 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -5494912.000000 Penalty: 3476.481201
	Iteration 25Q: 3 clusters Score -5494912 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -5494918.000000 Penalty: 3476.481201
	Iteration 26Q: 3 clusters Score -5494918 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -5494943.500000 Penalty: 3476.481201
	Iteration 27Q: 3 clusters Score -5494944 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -5494961.500000 Penalty: 3476.481201
	Iteration 28Q: 3 clusters Score -5494962 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -5494971.000000 Penalty: 3476.481201
	Iteration 29Q: 3 clusters Score -5494971 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -5494970.000000 Penalty: 3476.481201
	Iteration 30Q: 3 clusters Score -5494970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -5494983.000000 Penalty: 3476.481201
	Iteration 31Q: 3 clusters Score -5494983 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -5494991.000000 Penalty: 3476.481201
	Iteration 32Q: 3 clusters Score -5494991 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -5495006.000000 Penalty: 3476.481201
	Iteration 33Q: 3 clusters Score -5495006 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -5495013.500000 Penalty: 3476.481201
	Iteration 34Q: 3 clusters Score -5495014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -5495037.000000 Penalty: 3476.481201
	Iteration 35Q: 3 clusters Score -5495037 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -5495061.000000 Penalty: 3476.481201
	Iteration 36Q: 3 clusters Score -5495061 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -5495064.000000 Penalty: 3476.481201
	Iteration 37Q: 3 clusters Score -5495064 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -5495065.500000 Penalty: 3476.481201
	Iteration 38Q: 3 clusters Score -5495066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -5495071.000000 Penalty: 3476.481201
	Iteration 39Q: 3 clusters Score -5495071 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -5495073.000000 Penalty: 3476.481201
	Iteration 40F: 3 clusters Score -5495073 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -5495104.500000 Penalty: 3476.481201
	Iteration 41Q: 3 clusters Score -5495104 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -5495106.500000 Penalty: 3476.481201
	Iteration 42Q: 3 clusters Score -5495106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -5495107.500000 Penalty: 3476.481201
	Iteration 43Q: 3 clusters Score -5495108 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -5495114.500000 Penalty: 3476.481201
	Iteration 44Q: 3 clusters Score -5495114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -5495120.000000 Penalty: 3476.481201
	Iteration 45Q: 3 clusters Score -5495120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -5495125.000000 Penalty: 3476.481201
	Iteration 46Q: 3 clusters Score -5495125 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -5495125.000000 Penalty: 3476.481201
	Iteration 47Q: 3 clusters Score -5495125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -5495136.500000 Penalty: 3476.481201
	Iteration 48Q: 3 clusters Score -5495136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -5495141.000000 Penalty: 3476.481201
	Iteration 49Q: 3 clusters Score -5495141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -5495151.500000 Penalty: 3476.481201
	Iteration 50Q: 3 clusters Score -5495152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -5495147.500000 Penalty: 3476.481201
	Iteration 51Q: 3 clusters Score -5495148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -5495162.500000 Penalty: 3476.481201
	Iteration 52Q: 3 clusters Score -5495162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -5495154.500000 Penalty: 3476.481201
	Iteration 53Q: 3 clusters Score -5495154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -5495165.000000 Penalty: 3476.481201
	Iteration 54Q: 3 clusters Score -5495165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -5495155.000000 Penalty: 3476.481201
	Iteration 55Q: 3 clusters Score -5495155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -5495158.500000 Penalty: 3476.481201
	Iteration 56Q: 3 clusters Score -5495158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -5495159.000000 Penalty: 3476.481201
	Iteration 57Q: 3 clusters Score -5495159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -5495164.000000 Penalty: 3476.481201
	Iteration 58Q: 3 clusters Score -5495164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -5495162.000000 Penalty: 3476.481201
	Iteration 59Q: 3 clusters Score -5495162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -5495163.000000 Penalty: 3476.481201
	Iteration 60F: 3 clusters Score -5495163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -5495168.500000 Penalty: 3476.481201
	Iteration 61Q: 3 clusters Score -5495168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -5495176.000000 Penalty: 3476.481201
	Iteration 62Q: 3 clusters Score -5495176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -5495176.500000 Penalty: 3476.481201
	Iteration 63Q: 3 clusters Score -5495176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -5495175.500000 Penalty: 3476.481201
	Iteration 64Q: 3 clusters Score -5495176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -5495173.000000 Penalty: 3476.481201
	Iteration 65Q: 3 clusters Score -5495173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -5495173.500000 Penalty: 3476.481201
	Iteration 66Q: 3 clusters Score -5495174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -5495178.000000 Penalty: 3476.481201
	Iteration 67Q: 3 clusters Score -5495178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -5495176.500000 Penalty: 3476.481201
	Iteration 68Q: 3 clusters Score -5495176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -5495176.500000 Penalty: 3476.481201
	Iteration 69Q: 3 clusters Score -5495176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -5495181.000000 Penalty: 3476.481201
	Iteration 70Q: 3 clusters Score -5495181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -5495178.000000 Penalty: 3476.481201
	Iteration 71Q: 3 clusters Score -5495178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -5495178.000000 Penalty: 3476.481201
	Iteration 72F: 3 clusters Score -5495178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79721 members 
Entering Unmasked Estep 
Score: -9885552.000000 Penalty: 1834.021851
	Iteration 0F: 2 clusters Score -9885552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -9833675.000000 Penalty: 3668.043701
	Iteration 0F: 3 clusters Score -9833675 nChanged 37596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -9854947.000000 Penalty: 3668.043701
	Iteration 1F: 3 clusters Score -9854947 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -9855711.000000 Penalty: 3668.043701
	Iteration 2Q: 3 clusters Score -9855711 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -9856687.000000 Penalty: 3668.043701
	Iteration 3Q: 3 clusters Score -9856687 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -9858201.000000 Penalty: 3668.043701
	Iteration 4Q: 3 clusters Score -9858201 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -9860449.000000 Penalty: 3668.043701
	Iteration 5F: 3 clusters Score -9860449 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -9864089.000000 Penalty: 3668.043701
	Iteration 6F: 3 clusters Score -9864089 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -9869271.000000 Penalty: 3668.043701
	Iteration 7F: 3 clusters Score -9869271 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -9874092.000000 Penalty: 3668.043701
	Iteration 8F: 3 clusters Score -9874092 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -9876473.000000 Penalty: 3668.043701
	Iteration 9F: 3 clusters Score -9876473 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -9877165.000000 Penalty: 3668.043701
	Iteration 10Q: 3 clusters Score -9877165 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -9877477.000000 Penalty: 3668.043701
	Iteration 11Q: 3 clusters Score -9877477 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -9877652.000000 Penalty: 3668.043701
	Iteration 12Q: 3 clusters Score -9877652 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -9877850.000000 Penalty: 3668.043701
	Iteration 13Q: 3 clusters Score -9877850 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -9877983.000000 Penalty: 3668.043701
	Iteration 14Q: 3 clusters Score -9877983 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -9878076.000000 Penalty: 3668.043701
	Iteration 15Q: 3 clusters Score -9878076 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -9878166.000000 Penalty: 3668.043701
	Iteration 16Q: 3 clusters Score -9878166 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -9878221.000000 Penalty: 3668.043701
	Iteration 17Q: 3 clusters Score -9878221 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -9878343.000000 Penalty: 3668.043701
	Iteration 18Q: 3 clusters Score -9878343 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -9878355.000000 Penalty: 3668.043701
	Iteration 19Q: 3 clusters Score -9878355 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -9878376.000000 Penalty: 3668.043701
	Iteration 20F: 3 clusters Score -9878376 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -9878430.000000 Penalty: 3668.043701
	Iteration 21Q: 3 clusters Score -9878430 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -9878478.000000 Penalty: 3668.043701
	Iteration 22Q: 3 clusters Score -9878478 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -9878517.000000 Penalty: 3668.043701
	Iteration 23Q: 3 clusters Score -9878517 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -9878567.000000 Penalty: 3668.043701
	Iteration 24Q: 3 clusters Score -9878567 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -9878591.000000 Penalty: 3668.043701
	Iteration 25Q: 3 clusters Score -9878591 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -9878604.000000 Penalty: 3668.043701
	Iteration 26Q: 3 clusters Score -9878604 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -9878634.000000 Penalty: 3668.043701
	Iteration 27Q: 3 clusters Score -9878634 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -9878674.000000 Penalty: 3668.043701
	Iteration 28Q: 3 clusters Score -9878674 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -9878660.000000 Penalty: 3668.043701
	Iteration 29Q: 3 clusters Score -9878660 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -9878645.000000 Penalty: 3668.043701
	Iteration 30Q: 3 clusters Score -9878645 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -9878637.000000 Penalty: 3668.043701
	Iteration 31Q: 3 clusters Score -9878637 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -9878640.000000 Penalty: 3668.043701
	Iteration 32Q: 3 clusters Score -9878640 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -9878623.000000 Penalty: 3668.043701
	Iteration 33Q: 3 clusters Score -9878623 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -9878622.000000 Penalty: 3668.043701
	Iteration 34Q: 3 clusters Score -9878622 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -9878613.000000 Penalty: 3668.043701
	Iteration 35Q: 3 clusters Score -9878613 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -9878650.000000 Penalty: 3668.043701
	Iteration 36Q: 3 clusters Score -9878650 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -9878657.000000 Penalty: 3668.043701
	Iteration 37Q: 3 clusters Score -9878657 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -9878705.000000 Penalty: 3668.043701
	Iteration 38Q: 3 clusters Score -9878705 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -9878710.000000 Penalty: 3668.043701
	Iteration 39Q: 3 clusters Score -9878710 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -9878719.000000 Penalty: 3668.043701
	Iteration 40F: 3 clusters Score -9878719 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -9878740.000000 Penalty: 3668.043701
	Iteration 41Q: 3 clusters Score -9878740 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -9878783.000000 Penalty: 3668.043701
	Iteration 42Q: 3 clusters Score -9878783 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -9878830.000000 Penalty: 3668.043701
	Iteration 43Q: 3 clusters Score -9878830 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -9878837.000000 Penalty: 3668.043701
	Iteration 44Q: 3 clusters Score -9878837 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -9878889.000000 Penalty: 3668.043701
	Iteration 45Q: 3 clusters Score -9878889 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -9878846.000000 Penalty: 3668.043701
	Iteration 46Q: 3 clusters Score -9878846 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -9878899.000000 Penalty: 3668.043701
	Iteration 47Q: 3 clusters Score -9878899 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -9878934.000000 Penalty: 3668.043701
	Iteration 48Q: 3 clusters Score -9878934 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -9878969.000000 Penalty: 3668.043701
	Iteration 49Q: 3 clusters Score -9878969 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -9879008.000000 Penalty: 3668.043701
	Iteration 50Q: 3 clusters Score -9879008 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -9879025.000000 Penalty: 3668.043701
	Iteration 51Q: 3 clusters Score -9879025 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -9879047.000000 Penalty: 3668.043701
	Iteration 52Q: 3 clusters Score -9879047 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -9879036.000000 Penalty: 3668.043701
	Iteration 53Q: 3 clusters Score -9879036 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -9879084.000000 Penalty: 3668.043701
	Iteration 54Q: 3 clusters Score -9879084 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -9879090.000000 Penalty: 3668.043701
	Iteration 55Q: 3 clusters Score -9879090 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -9879123.000000 Penalty: 3668.043701
	Iteration 56Q: 3 clusters Score -9879123 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -9879153.000000 Penalty: 3668.043701
	Iteration 57Q: 3 clusters Score -9879153 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -9879146.000000 Penalty: 3668.043701
	Iteration 58Q: 3 clusters Score -9879146 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -9879188.000000 Penalty: 3668.043701
	Iteration 59Q: 3 clusters Score -9879188 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -9879168.000000 Penalty: 3668.043701
	Iteration 60F: 3 clusters Score -9879168 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -9879228.000000 Penalty: 3668.043701
	Iteration 61Q: 3 clusters Score -9879228 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -9879232.000000 Penalty: 3668.043701
	Iteration 62Q: 3 clusters Score -9879232 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -9879232.000000 Penalty: 3668.043701
	Iteration 63Q: 3 clusters Score -9879232 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -9879244.000000 Penalty: 3668.043701
	Iteration 64Q: 3 clusters Score -9879244 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -9879232.000000 Penalty: 3668.043701
	Iteration 65Q: 3 clusters Score -9879232 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -9879237.000000 Penalty: 3668.043701
	Iteration 66Q: 3 clusters Score -9879237 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -9879233.000000 Penalty: 3668.043701
	Iteration 67Q: 3 clusters Score -9879233 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -9879250.000000 Penalty: 3668.043701
	Iteration 68Q: 3 clusters Score -9879250 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -9879264.000000 Penalty: 3668.043701
	Iteration 69Q: 3 clusters Score -9879264 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -9879307.000000 Penalty: 3668.043701
	Iteration 70Q: 3 clusters Score -9879307 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -9879255.000000 Penalty: 3668.043701
	Iteration 71Q: 3 clusters Score -9879255 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -9879282.000000 Penalty: 3668.043701
	Iteration 72Q: 3 clusters Score -9879282 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -9879294.000000 Penalty: 3668.043701
	Iteration 73Q: 3 clusters Score -9879294 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -9879272.000000 Penalty: 3668.043701
	Iteration 74Q: 3 clusters Score -9879272 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -9879285.000000 Penalty: 3668.043701
	Iteration 75Q: 3 clusters Score -9879285 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -9879297.000000 Penalty: 3668.043701
	Iteration 76Q: 3 clusters Score -9879297 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -9879318.000000 Penalty: 3668.043701
	Iteration 77Q: 3 clusters Score -9879318 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -9879363.000000 Penalty: 3668.043701
	Iteration 78Q: 3 clusters Score -9879363 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -9879363.000000 Penalty: 3668.043701
	Iteration 79Q: 3 clusters Score -9879363 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -9879363.000000 Penalty: 3668.043701
	Iteration 80F: 3 clusters Score -9879363 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -9879354.000000 Penalty: 3668.043701
	Iteration 81Q: 3 clusters Score -9879354 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -9879346.000000 Penalty: 3668.043701
	Iteration 82Q: 3 clusters Score -9879346 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -9879337.000000 Penalty: 3668.043701
	Iteration 83Q: 3 clusters Score -9879337 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -9879344.000000 Penalty: 3668.043701
	Iteration 84Q: 3 clusters Score -9879344 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -9879349.000000 Penalty: 3668.043701
	Iteration 85Q: 3 clusters Score -9879349 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -9879378.000000 Penalty: 3668.043701
	Iteration 86Q: 3 clusters Score -9879378 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -9879404.000000 Penalty: 3668.043701
	Iteration 87Q: 3 clusters Score -9879404 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -9879384.000000 Penalty: 3668.043701
	Iteration 88Q: 3 clusters Score -9879384 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -9879387.000000 Penalty: 3668.043701
	Iteration 89Q: 3 clusters Score -9879387 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -9879400.000000 Penalty: 3668.043701
	Iteration 90Q: 3 clusters Score -9879400 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -9879426.000000 Penalty: 3668.043701
	Iteration 91Q: 3 clusters Score -9879426 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -9879427.000000 Penalty: 3668.043701
	Iteration 92Q: 3 clusters Score -9879427 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -9879477.000000 Penalty: 3668.043701
	Iteration 93Q: 3 clusters Score -9879477 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -9879491.000000 Penalty: 3668.043701
	Iteration 94Q: 3 clusters Score -9879491 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -9879502.000000 Penalty: 3668.043701
	Iteration 95Q: 3 clusters Score -9879502 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -9879524.000000 Penalty: 3668.043701
	Iteration 96Q: 3 clusters Score -9879524 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -9879538.000000 Penalty: 3668.043701
	Iteration 97Q: 3 clusters Score -9879538 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -9879557.000000 Penalty: 3668.043701
	Iteration 98Q: 3 clusters Score -9879557 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -9879538.000000 Penalty: 3668.043701
	Iteration 99Q: 3 clusters Score -9879538 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -9879563.000000 Penalty: 3668.043701
	Iteration 100F: 3 clusters Score -9879563 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -9879584.000000 Penalty: 3668.043701
	Iteration 101Q: 3 clusters Score -9879584 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -9879583.000000 Penalty: 3668.043701
	Iteration 102Q: 3 clusters Score -9879583 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -9879605.000000 Penalty: 3668.043701
	Iteration 103Q: 3 clusters Score -9879605 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -9879595.000000 Penalty: 3668.043701
	Iteration 104Q: 3 clusters Score -9879595 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -9879610.000000 Penalty: 3668.043701
	Iteration 105Q: 3 clusters Score -9879610 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -9879618.000000 Penalty: 3668.043701
	Iteration 106Q: 3 clusters Score -9879618 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -9879620.000000 Penalty: 3668.043701
	Iteration 107Q: 3 clusters Score -9879620 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -9879614.000000 Penalty: 3668.043701
	Iteration 108Q: 3 clusters Score -9879614 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -9879673.000000 Penalty: 3668.043701
	Iteration 109Q: 3 clusters Score -9879673 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -9879731.000000 Penalty: 3668.043701
	Iteration 110Q: 3 clusters Score -9879731 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -9879735.000000 Penalty: 3668.043701
	Iteration 111Q: 3 clusters Score -9879735 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -9879736.000000 Penalty: 3668.043701
	Iteration 112Q: 3 clusters Score -9879736 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -9879764.000000 Penalty: 3668.043701
	Iteration 113Q: 3 clusters Score -9879764 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -9879782.000000 Penalty: 3668.043701
	Iteration 114Q: 3 clusters Score -9879782 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -9879788.000000 Penalty: 3668.043701
	Iteration 115Q: 3 clusters Score -9879788 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -9879839.000000 Penalty: 3668.043701
	Iteration 116Q: 3 clusters Score -9879839 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -9879852.000000 Penalty: 3668.043701
	Iteration 117Q: 3 clusters Score -9879852 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -9879867.000000 Penalty: 3668.043701
	Iteration 118Q: 3 clusters Score -9879867 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -9879878.000000 Penalty: 3668.043701
	Iteration 119Q: 3 clusters Score -9879878 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -9879855.000000 Penalty: 3668.043701
	Iteration 120F: 3 clusters Score -9879855 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -9879868.000000 Penalty: 3668.043701
	Iteration 121Q: 3 clusters Score -9879868 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -9879881.000000 Penalty: 3668.043701
	Iteration 122Q: 3 clusters Score -9879881 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -9879893.000000 Penalty: 3668.043701
	Iteration 123Q: 3 clusters Score -9879893 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -9879903.000000 Penalty: 3668.043701
	Iteration 124Q: 3 clusters Score -9879903 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -9879906.000000 Penalty: 3668.043701
	Iteration 125Q: 3 clusters Score -9879906 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -9879925.000000 Penalty: 3668.043701
	Iteration 126Q: 3 clusters Score -9879925 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -9879939.000000 Penalty: 3668.043701
	Iteration 127Q: 3 clusters Score -9879939 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -9879953.000000 Penalty: 3668.043701
	Iteration 128Q: 3 clusters Score -9879953 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -9879982.000000 Penalty: 3668.043701
	Iteration 129Q: 3 clusters Score -9879982 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -9879983.000000 Penalty: 3668.043701
	Iteration 130Q: 3 clusters Score -9879983 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -9880032.000000 Penalty: 3668.043701
	Iteration 131Q: 3 clusters Score -9880032 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56985 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -9880053.000000 Penalty: 3668.043701
	Iteration 132Q: 3 clusters Score -9880053 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -9880075.000000 Penalty: 3668.043701
	Iteration 133Q: 3 clusters Score -9880075 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57445 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -9880099.000000 Penalty: 3668.043701
	Iteration 134Q: 3 clusters Score -9880099 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -9880122.000000 Penalty: 3668.043701
	Iteration 135Q: 3 clusters Score -9880122 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -9880133.000000 Penalty: 3668.043701
	Iteration 136Q: 3 clusters Score -9880133 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -9880168.000000 Penalty: 3668.043701
	Iteration 137Q: 3 clusters Score -9880168 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -9880202.000000 Penalty: 3668.043701
	Iteration 138Q: 3 clusters Score -9880202 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -9880174.000000 Penalty: 3668.043701
	Iteration 139Q: 3 clusters Score -9880174 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -9880207.000000 Penalty: 3668.043701
	Iteration 140F: 3 clusters Score -9880207 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -9880235.000000 Penalty: 3668.043701
	Iteration 141Q: 3 clusters Score -9880235 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -9880257.000000 Penalty: 3668.043701
	Iteration 142Q: 3 clusters Score -9880257 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59805 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -9880272.000000 Penalty: 3668.043701
	Iteration 143Q: 3 clusters Score -9880272 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -9880277.000000 Penalty: 3668.043701
	Iteration 144Q: 3 clusters Score -9880277 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -9880324.000000 Penalty: 3668.043701
	Iteration 145Q: 3 clusters Score -9880324 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -9880375.000000 Penalty: 3668.043701
	Iteration 146Q: 3 clusters Score -9880375 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -9880416.000000 Penalty: 3668.043701
	Iteration 147Q: 3 clusters Score -9880416 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -9880438.000000 Penalty: 3668.043701
	Iteration 148Q: 3 clusters Score -9880438 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -9880511.000000 Penalty: 3668.043701
	Iteration 149Q: 3 clusters Score -9880511 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -9880529.000000 Penalty: 3668.043701
	Iteration 150Q: 3 clusters Score -9880529 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9880587 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -9880612.000000 Penalty: 3668.043701
	Iteration 152Q: 3 clusters Score -9880612 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -9880648.000000 Penalty: 3668.043701
	Iteration 153Q: 3 clusters Score -9880648 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -9880713.000000 Penalty: 3668.043701
	Iteration 154Q: 3 clusters Score -9880713 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9880764 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -9880802.000000 Penalty: 3668.043701
	Iteration 156Q: 3 clusters Score -9880802 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64160 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -9880855.000000 Penalty: 3668.043701
	Iteration 157Q: 3 clusters Score -9880855 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -9880887.000000 Penalty: 3668.043701
	Iteration 158Q: 3 clusters Score -9880887 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64831 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9880941 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -9880967.000000 Penalty: 3668.043701
	Iteration 160F: 3 clusters Score -9880967 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -9881040.000000 Penalty: 3668.043701
	Iteration 161Q: 3 clusters Score -9881040 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65984 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -9881118.000000 Penalty: 3668.043701
	Iteration 162Q: 3 clusters Score -9881118 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9881164 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -9881260.000000 Penalty: 3668.043701
	Iteration 164Q: 3 clusters Score -9881260 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67301 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -9881369.000000 Penalty: 3668.043701
	Iteration 165Q: 3 clusters Score -9881369 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67723 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -9881500.000000 Penalty: 3668.043701
	Iteration 166Q: 3 clusters Score -9881500 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68161 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -9881640.000000 Penalty: 3668.043701
	Iteration 167Q: 3 clusters Score -9881640 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -9881777.000000 Penalty: 3668.043701
	Iteration 168Q: 3 clusters Score -9881777 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69134 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -9881879.000000 Penalty: 3668.043701
	Iteration 169Q: 3 clusters Score -9881879 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69643 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -9882014.000000 Penalty: 3668.043701
	Iteration 170Q: 3 clusters Score -9882014 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70109 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -9882181.000000 Penalty: 3668.043701
	Iteration 171Q: 3 clusters Score -9882181 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70568 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -9882285.000000 Penalty: 3668.043701
	Iteration 172Q: 3 clusters Score -9882285 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71000 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -9882412.000000 Penalty: 3668.043701
	Iteration 173Q: 3 clusters Score -9882412 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71462 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -9882531.000000 Penalty: 3668.043701
	Iteration 174Q: 3 clusters Score -9882531 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -9882680.000000 Penalty: 3668.043701
	Iteration 175Q: 3 clusters Score -9882680 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -9882788.000000 Penalty: 3668.043701
	Iteration 176Q: 3 clusters Score -9882788 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -9882870.000000 Penalty: 3668.043701
	Iteration 177Q: 3 clusters Score -9882870 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73069 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -9882981.000000 Penalty: 3668.043701
	Iteration 178Q: 3 clusters Score -9882981 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -9883039.000000 Penalty: 3668.043701
	Iteration 179Q: 3 clusters Score -9883039 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -9883117.000000 Penalty: 3668.043701
	Iteration 180F: 3 clusters Score -9883117 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -9883175.000000 Penalty: 3668.043701
	Iteration 181Q: 3 clusters Score -9883175 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74244 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -9883217.000000 Penalty: 3668.043701
	Iteration 182Q: 3 clusters Score -9883217 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74473 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -9883264.000000 Penalty: 3668.043701
	Iteration 183Q: 3 clusters Score -9883264 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -9883287.000000 Penalty: 3668.043701
	Iteration 184Q: 3 clusters Score -9883287 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74944 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -9883341.000000 Penalty: 3668.043701
	Iteration 185Q: 3 clusters Score -9883341 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75188 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -9883393.000000 Penalty: 3668.043701
	Iteration 186Q: 3 clusters Score -9883393 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75398 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -9883424.000000 Penalty: 3668.043701
	Iteration 187Q: 3 clusters Score -9883424 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -9883466.000000 Penalty: 3668.043701
	Iteration 188Q: 3 clusters Score -9883466 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -9883509.000000 Penalty: 3668.043701
	Iteration 189Q: 3 clusters Score -9883509 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -9883583.000000 Penalty: 3668.043701
	Iteration 190Q: 3 clusters Score -9883583 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76123 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -9883608.000000 Penalty: 3668.043701
	Iteration 191Q: 3 clusters Score -9883608 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76269 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -9883630.000000 Penalty: 3668.043701
	Iteration 192Q: 3 clusters Score -9883630 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -9883659.000000 Penalty: 3668.043701
	Iteration 193Q: 3 clusters Score -9883659 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -9883683.000000 Penalty: 3668.043701
	Iteration 194Q: 3 clusters Score -9883683 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76655 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -9883714.000000 Penalty: 3668.043701
	Iteration 195Q: 3 clusters Score -9883714 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -9883747.000000 Penalty: 3668.043701
	Iteration 196Q: 3 clusters Score -9883747 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -9883786.000000 Penalty: 3668.043701
	Iteration 197Q: 3 clusters Score -9883786 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -9883817.000000 Penalty: 3668.043701
	Iteration 198Q: 3 clusters Score -9883817 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77060 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -9883872.000000 Penalty: 3668.043701
	Iteration 199Q: 3 clusters Score -9883872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -9883887.000000 Penalty: 3668.043701
	Iteration 200F: 3 clusters Score -9883887 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -9883883.000000 Penalty: 3668.043701
	Iteration 201Q: 3 clusters Score -9883883 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77249 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -9883884.000000 Penalty: 3668.043701
	Iteration 202Q: 3 clusters Score -9883884 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77305 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -9883888.000000 Penalty: 3668.043701
	Iteration 203Q: 3 clusters Score -9883888 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9883919.000000 Penalty: 3668.043701
	Iteration 204Q: 3 clusters Score -9883919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77396 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -9883919.000000 Penalty: 3668.043701
	Iteration 205Q: 3 clusters Score -9883919 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77436 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -9883938.000000 Penalty: 3668.043701
	Iteration 206Q: 3 clusters Score -9883938 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77476 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -9883946.000000 Penalty: 3668.043701
	Iteration 207Q: 3 clusters Score -9883946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -9883941.000000 Penalty: 3668.043701
	Iteration 208Q: 3 clusters Score -9883941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77539 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -9883964.000000 Penalty: 3668.043701
	Iteration 209Q: 3 clusters Score -9883964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -9883960.000000 Penalty: 3668.043701
	Iteration 210Q: 3 clusters Score -9883960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77609 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -9883970.000000 Penalty: 3668.043701
	Iteration 211Q: 3 clusters Score -9883970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -9883965.000000 Penalty: 3668.043701
	Iteration 212Q: 3 clusters Score -9883965 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77661 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -9883977.000000 Penalty: 3668.043701
	Iteration 213Q: 3 clusters Score -9883977 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77691 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9883986.000000 Penalty: 3668.043701
	Iteration 214Q: 3 clusters Score -9883986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77724 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -9883994.000000 Penalty: 3668.043701
	Iteration 215Q: 3 clusters Score -9883994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77745 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9883982.000000 Penalty: 3668.043701
	Iteration 216Q: 3 clusters Score -9883982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77762 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -9883979.000000 Penalty: 3668.043701
	Iteration 217Q: 3 clusters Score -9883979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -9883992.000000 Penalty: 3668.043701
	Iteration 218Q: 3 clusters Score -9883992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -9883996.000000 Penalty: 3668.043701
	Iteration 219Q: 3 clusters Score -9883996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9883993.000000 Penalty: 3668.043701
	Iteration 220F: 3 clusters Score -9883993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77835 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -9884008.000000 Penalty: 3668.043701
	Iteration 221Q: 3 clusters Score -9884008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77853 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9884010.000000 Penalty: 3668.043701
	Iteration 222Q: 3 clusters Score -9884010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -9884006.000000 Penalty: 3668.043701
	Iteration 223Q: 3 clusters Score -9884006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -9884017.000000 Penalty: 3668.043701
	Iteration 224Q: 3 clusters Score -9884017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77920 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -9884033.000000 Penalty: 3668.043701
	Iteration 225Q: 3 clusters Score -9884033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77940 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -9884024.000000 Penalty: 3668.043701
	Iteration 226Q: 3 clusters Score -9884024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77951 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -9884025.000000 Penalty: 3668.043701
	Iteration 227Q: 3 clusters Score -9884025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77965 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -9884032.000000 Penalty: 3668.043701
	Iteration 228Q: 3 clusters Score -9884032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77975 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -9884037.000000 Penalty: 3668.043701
	Iteration 229Q: 3 clusters Score -9884037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77986 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -9884041.000000 Penalty: 3668.043701
	Iteration 230Q: 3 clusters Score -9884041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78000 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9884037.000000 Penalty: 3668.043701
	Iteration 231Q: 3 clusters Score -9884037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78017 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9884043.000000 Penalty: 3668.043701
	Iteration 232Q: 3 clusters Score -9884043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -9884048.000000 Penalty: 3668.043701
	Iteration 233Q: 3 clusters Score -9884048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9884070.000000 Penalty: 3668.043701
	Iteration 234Q: 3 clusters Score -9884070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78061 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -9884080.000000 Penalty: 3668.043701
	Iteration 235Q: 3 clusters Score -9884080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78077 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -9884074.000000 Penalty: 3668.043701
	Iteration 236Q: 3 clusters Score -9884074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78090 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -9884074.000000 Penalty: 3668.043701
	Iteration 237Q: 3 clusters Score -9884074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9884075.000000 Penalty: 3668.043701
	Iteration 238Q: 3 clusters Score -9884075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78101 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -9884081.000000 Penalty: 3668.043701
	Iteration 239Q: 3 clusters Score -9884081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78107 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -9884085.000000 Penalty: 3668.043701
	Iteration 240F: 3 clusters Score -9884085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78115 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9884080.000000 Penalty: 3668.043701
	Iteration 241Q: 3 clusters Score -9884080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78124 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -9884087.000000 Penalty: 3668.043701
	Iteration 242Q: 3 clusters Score -9884087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78134 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -9884094.000000 Penalty: 3668.043701
	Iteration 243Q: 3 clusters Score -9884094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -9884104.000000 Penalty: 3668.043701
	Iteration 244Q: 3 clusters Score -9884104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -9884101.000000 Penalty: 3668.043701
	Iteration 245Q: 3 clusters Score -9884101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78178 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -9884105.000000 Penalty: 3668.043701
	Iteration 246Q: 3 clusters Score -9884105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78180 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -9884116.000000 Penalty: 3668.043701
	Iteration 247Q: 3 clusters Score -9884116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78192 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -9884115.000000 Penalty: 3668.043701
	Iteration 248Q: 3 clusters Score -9884115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -9884111.000000 Penalty: 3668.043701
	Iteration 249Q: 3 clusters Score -9884111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78224 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -9884110.000000 Penalty: 3668.043701
	Iteration 250Q: 3 clusters Score -9884110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78238 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -9884134.000000 Penalty: 3668.043701
	Iteration 251Q: 3 clusters Score -9884134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78248 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -9884125.000000 Penalty: 3668.043701
	Iteration 252Q: 3 clusters Score -9884125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78255 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -9884138.000000 Penalty: 3668.043701
	Iteration 253Q: 3 clusters Score -9884138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -9884152.000000 Penalty: 3668.043701
	Iteration 254Q: 3 clusters Score -9884152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78274 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -9884155.000000 Penalty: 3668.043701
	Iteration 255Q: 3 clusters Score -9884155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78282 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9884151.000000 Penalty: 3668.043701
	Iteration 256Q: 3 clusters Score -9884151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78284 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -9884151.000000 Penalty: 3668.043701
	Iteration 257Q: 3 clusters Score -9884151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78286 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9884144.000000 Penalty: 3668.043701
	Iteration 258Q: 3 clusters Score -9884144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78288 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -9884144.000000 Penalty: 3668.043701
	Iteration 259Q: 3 clusters Score -9884144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -9884140.000000 Penalty: 3668.043701
	Iteration 260F: 3 clusters Score -9884140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9884147.000000 Penalty: 3668.043701
	Iteration 261Q: 3 clusters Score -9884147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -9884144.000000 Penalty: 3668.043701
	Iteration 262Q: 3 clusters Score -9884144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -9884150.000000 Penalty: 3668.043701
	Iteration 263Q: 3 clusters Score -9884150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78299 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -9884144.000000 Penalty: 3668.043701
	Iteration 264Q: 3 clusters Score -9884144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78299 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -9884149.000000 Penalty: 3668.043701
	Iteration 265Q: 3 clusters Score -9884149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78301 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -9884150.000000 Penalty: 3668.043701
	Iteration 266Q: 3 clusters Score -9884150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78302 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -9884151.000000 Penalty: 3668.043701
	Iteration 267Q: 3 clusters Score -9884151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78302 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -9884151.000000 Penalty: 3668.043701
	Iteration 268F: 3 clusters Score -9884151 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: -1082494.375000 Penalty: 1480.225830
	Iteration 0F: 2 clusters Score -1082494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1075953.500000 Penalty: 2960.451660
	Iteration 0F: 3 clusters Score -1075954 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1077906.125000 Penalty: 2960.451660
	Iteration 1F: 3 clusters Score -1077906 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1078109.875000 Penalty: 2960.451660
	Iteration 2F: 3 clusters Score -1078110 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1078273.250000 Penalty: 2960.451660
	Iteration 3Q: 3 clusters Score -1078273 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1078423.750000 Penalty: 2960.451660
	Iteration 4Q: 3 clusters Score -1078424 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1078553.750000 Penalty: 2960.451660
	Iteration 5Q: 3 clusters Score -1078554 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1078705.625000 Penalty: 2960.451660
	Iteration 6Q: 3 clusters Score -1078706 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1078858.875000 Penalty: 2960.451660
	Iteration 7Q: 3 clusters Score -1078859 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1079030.500000 Penalty: 2960.451660
	Iteration 8Q: 3 clusters Score -1079030 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1079212.000000 Penalty: 2960.451660
	Iteration 9Q: 3 clusters Score -1079212 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1079441.375000 Penalty: 2960.451660
	Iteration 10Q: 3 clusters Score -1079441 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1079686.375000 Penalty: 2960.451660
	Iteration 11Q: 3 clusters Score -1079686 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1079932.500000 Penalty: 2960.451660
	Iteration 12Q: 3 clusters Score -1079932 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1080205.750000 Penalty: 2960.451660
	Iteration 13Q: 3 clusters Score -1080206 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1080441.250000 Penalty: 2960.451660
	Iteration 14Q: 3 clusters Score -1080441 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1080633.125000 Penalty: 2960.451660
	Iteration 15Q: 3 clusters Score -1080633 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1080783.625000 Penalty: 2960.451660
	Iteration 16Q: 3 clusters Score -1080784 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1080884.875000 Penalty: 2960.451660
	Iteration 17Q: 3 clusters Score -1080885 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1080958.875000 Penalty: 2960.451660
	Iteration 18Q: 3 clusters Score -1080959 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1081038.125000 Penalty: 2960.451660
	Iteration 19Q: 3 clusters Score -1081038 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1081107.750000 Penalty: 2960.451660
	Iteration 20F: 3 clusters Score -1081108 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1081155.000000 Penalty: 2960.451660
	Iteration 21Q: 3 clusters Score -1081155 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1081186.250000 Penalty: 2960.451660
	Iteration 22Q: 3 clusters Score -1081186 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1081201.375000 Penalty: 2960.451660
	Iteration 23Q: 3 clusters Score -1081201 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1081209.750000 Penalty: 2960.451660
	Iteration 24Q: 3 clusters Score -1081210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1081219.250000 Penalty: 2960.451660
	Iteration 25Q: 3 clusters Score -1081219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1081226.375000 Penalty: 2960.451660
	Iteration 26Q: 3 clusters Score -1081226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1081228.625000 Penalty: 2960.451660
	Iteration 27Q: 3 clusters Score -1081229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1081234.625000 Penalty: 2960.451660
	Iteration 28Q: 3 clusters Score -1081235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1081240.875000 Penalty: 2960.451660
	Iteration 29Q: 3 clusters Score -1081241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1081243.625000 Penalty: 2960.451660
	Iteration 30Q: 3 clusters Score -1081244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1081249.250000 Penalty: 2960.451660
	Iteration 31Q: 3 clusters Score -1081249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1081253.875000 Penalty: 2960.451660
	Iteration 32Q: 3 clusters Score -1081254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1081256.125000 Penalty: 2960.451660
	Iteration 33Q: 3 clusters Score -1081256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1081257.750000 Penalty: 2960.451660
	Iteration 34Q: 3 clusters Score -1081258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1081261.000000 Penalty: 2960.451660
	Iteration 35Q: 3 clusters Score -1081261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1081260.500000 Penalty: 2960.451660
	Iteration 36Q: 3 clusters Score -1081260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1081262.625000 Penalty: 2960.451660
	Iteration 37Q: 3 clusters Score -1081263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1081262.875000 Penalty: 2960.451660
	Iteration 38Q: 3 clusters Score -1081263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1081265.000000 Penalty: 2960.451660
	Iteration 39Q: 3 clusters Score -1081265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1081265.875000 Penalty: 2960.451660
	Iteration 40F: 3 clusters Score -1081266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1081266.500000 Penalty: 2960.451660
	Iteration 41Q: 3 clusters Score -1081266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1081265.875000 Penalty: 2960.451660
	Iteration 42Q: 3 clusters Score -1081266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1081266.375000 Penalty: 2960.451660
	Iteration 43Q: 3 clusters Score -1081266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1081266.250000 Penalty: 2960.451660
	Iteration 44Q: 3 clusters Score -1081266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1081266.250000 Penalty: 2960.451660
	Iteration 45F: 3 clusters Score -1081266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (69665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69665 members 
Entering Unmasked Estep 
Score: -8679244.000000 Penalty: 1812.111084
	Iteration 0F: 2 clusters Score -8679244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -8633513.000000 Penalty: 3624.222168
	Iteration 0F: 3 clusters Score -8633513 nChanged 33071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -8652243.000000 Penalty: 3624.222168
	Iteration 1F: 3 clusters Score -8652243 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -8652590.000000 Penalty: 3624.222168
	Iteration 2Q: 3 clusters Score -8652590 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -8652971.000000 Penalty: 3624.222168
	Iteration 3Q: 3 clusters Score -8652971 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -8653361.000000 Penalty: 3624.222168
	Iteration 4Q: 3 clusters Score -8653361 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -8653825.000000 Penalty: 3624.222168
	Iteration 5Q: 3 clusters Score -8653825 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -8654380.000000 Penalty: 3624.222168
	Iteration 6Q: 3 clusters Score -8654380 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -8655240.000000 Penalty: 3624.222168
	Iteration 7Q: 3 clusters Score -8655240 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -8656622.000000 Penalty: 3624.222168
	Iteration 8Q: 3 clusters Score -8656622 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -8658699.000000 Penalty: 3624.222168
	Iteration 9F: 3 clusters Score -8658699 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -8661676.000000 Penalty: 3624.222168
	Iteration 10F: 3 clusters Score -8661676 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -8664738.000000 Penalty: 3624.222168
	Iteration 11F: 3 clusters Score -8664738 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -8666568.000000 Penalty: 3624.222168
	Iteration 12F: 3 clusters Score -8666568 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -8667319.000000 Penalty: 3624.222168
	Iteration 13Q: 3 clusters Score -8667319 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -8667646.000000 Penalty: 3624.222168
	Iteration 14Q: 3 clusters Score -8667646 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -8667851.000000 Penalty: 3624.222168
	Iteration 15Q: 3 clusters Score -8667851 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -8667994.000000 Penalty: 3624.222168
	Iteration 16Q: 3 clusters Score -8667994 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -8668132.000000 Penalty: 3624.222168
	Iteration 17Q: 3 clusters Score -8668132 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -8668334.000000 Penalty: 3624.222168
	Iteration 18Q: 3 clusters Score -8668334 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -8668544.000000 Penalty: 3624.222168
	Iteration 19Q: 3 clusters Score -8668544 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8668716 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8668895 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8669077 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8669286 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8669495 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8669714 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8669897 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8670048 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8670210 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8670365 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8670574 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8670754 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8670938 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8671114 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8671289 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8671467 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8671664 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8671855 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8672029 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8672195 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8672413 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8672529 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8672719 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8672877 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8673054 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8673258 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8673462 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8673658 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8673802 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8673949 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8674121 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8674307 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8674490 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8674707 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57993 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8674895 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8675129 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8675341 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60237 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8675560 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8675775 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8675930 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8676052 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62762 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8676215 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63271 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8676383 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8676557 nChanged 466
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8676625 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8676688 nChanged 389
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65027 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8676794 nChanged 365
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Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8676926 nChanged 335
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Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8677014 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8677093 nChanged 314
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8677179 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8677240 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66933 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8677327 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8677399 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67398 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8677440 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67575 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8677489 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8677540 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67851 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8677571 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8677628 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68069 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8677655 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68149 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8677680 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68228 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8677701 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68300 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8677729 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8677741 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68389 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8677750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68423 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8677750 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8677747 nChanged 18
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Mstep: Class 1 contains 68465 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8677740 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8677747 nChanged 16
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Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8677737 nChanged 11
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Mstep: Class 1 contains 68499 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8677738 nChanged 6
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Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8677743 nChanged 10
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Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8677750 nChanged 11
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Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8677760 nChanged 12
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Mstep: Class 1 contains 68536 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8677763 nChanged 12
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Mstep: Class 1 contains 68542 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8677775 nChanged 10
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Mstep: Class 2 contains 1115 members 
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	Iteration 96Q: 3 clusters Score -8677775 nChanged 14
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Mstep: Class 1 contains 68556 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8677768 nChanged 6
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Mstep: Class 2 contains 1103 members 
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	Iteration 98Q: 3 clusters Score -8677768 nChanged 4
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Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8677764 nChanged 7
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Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8677776 nChanged 6
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Mstep: Class 1 contains 68577 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8677784 nChanged 8
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Mstep: Class 2 contains 1080 members 
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	Iteration 102Q: 3 clusters Score -8677784 nChanged 5
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8677783 nChanged 6
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Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8677782 nChanged 3
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	Iteration 105Q: 3 clusters Score -8677788 nChanged 5
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	Iteration 106Q: 3 clusters Score -8677791 nChanged 2
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	Iteration 107Q: 3 clusters Score -8677793 nChanged 3
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	Iteration 108Q: 3 clusters Score -8677797 nChanged 3
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8677803 nChanged 6
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	Iteration 110Q: 3 clusters Score -8677803 nChanged 5
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8677799 nChanged 7
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Entering Unmasked Estep 
Score: -8677805.000000 Penalty: 3624.222168
	Iteration 112Q: 3 clusters Score -8677805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68627 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8677816.000000 Penalty: 3624.222168
	Iteration 113Q: 3 clusters Score -8677816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68634 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8677815.000000 Penalty: 3624.222168
	Iteration 114Q: 3 clusters Score -8677815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8677812.000000 Penalty: 3624.222168
	Iteration 115Q: 3 clusters Score -8677812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8677823.000000 Penalty: 3624.222168
	Iteration 116Q: 3 clusters Score -8677823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8677823.000000 Penalty: 3624.222168
	Iteration 117Q: 3 clusters Score -8677823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68648 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8677817.000000 Penalty: 3624.222168
	Iteration 118Q: 3 clusters Score -8677817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8677820.000000 Penalty: 3624.222168
	Iteration 119Q: 3 clusters Score -8677820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68652 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8677825.000000 Penalty: 3624.222168
	Iteration 120F: 3 clusters Score -8677825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8677823.000000 Penalty: 3624.222168
	Iteration 121Q: 3 clusters Score -8677823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8677823.000000 Penalty: 3624.222168
	Iteration 122F: 3 clusters Score -8677823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79024 members 
Entering Unmasked Estep 
Score: -9817905.000000 Penalty: 1832.594849
	Iteration 0F: 2 clusters Score -9817905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -9766725.000000 Penalty: 3665.189697
	Iteration 0F: 3 clusters Score -9766725 nChanged 37795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -9788228.000000 Penalty: 3665.189697
	Iteration 1F: 3 clusters Score -9788228 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -9788751.000000 Penalty: 3665.189697
	Iteration 2Q: 3 clusters Score -9788751 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -9789388.000000 Penalty: 3665.189697
	Iteration 3Q: 3 clusters Score -9789388 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -9790089.000000 Penalty: 3665.189697
	Iteration 4Q: 3 clusters Score -9790089 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -9791091.000000 Penalty: 3665.189697
	Iteration 5Q: 3 clusters Score -9791091 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -9792701.000000 Penalty: 3665.189697
	Iteration 6Q: 3 clusters Score -9792701 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -9794834.000000 Penalty: 3665.189697
	Iteration 7Q: 3 clusters Score -9794834 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -9797378.000000 Penalty: 3665.189697
	Iteration 8F: 3 clusters Score -9797378 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -9799902.000000 Penalty: 3665.189697
	Iteration 9F: 3 clusters Score -9799902 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -9802369.000000 Penalty: 3665.189697
	Iteration 10F: 3 clusters Score -9802369 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -9804607.000000 Penalty: 3665.189697
	Iteration 11Q: 3 clusters Score -9804607 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -9806779.000000 Penalty: 3665.189697
	Iteration 12Q: 3 clusters Score -9806779 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -9808988.000000 Penalty: 3665.189697
	Iteration 13Q: 3 clusters Score -9808988 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 68712 members 
Entering Unmasked Estep 
Score: -9810706.000000 Penalty: 3665.189697
	Iteration 14Q: 3 clusters Score -9810706 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 70504 members 
Entering Unmasked Estep 
Score: -9811999.000000 Penalty: 3665.189697
	Iteration 15Q: 3 clusters Score -9811999 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 71896 members 
Entering Unmasked Estep 
Score: -9813023.000000 Penalty: 3665.189697
	Iteration 16Q: 3 clusters Score -9813023 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 73024 members 
Entering Unmasked Estep 
Score: -9813737.000000 Penalty: 3665.189697
	Iteration 17Q: 3 clusters Score -9813737 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -9814316.000000 Penalty: 3665.189697
	Iteration 18Q: 3 clusters Score -9814316 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 74628 members 
Entering Unmasked Estep 
Score: -9814726.000000 Penalty: 3665.189697
	Iteration 19Q: 3 clusters Score -9814726 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -9814998.000000 Penalty: 3665.189697
	Iteration 20F: 3 clusters Score -9814998 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 75681 members 
Entering Unmasked Estep 
Score: -9815254.000000 Penalty: 3665.189697
	Iteration 21Q: 3 clusters Score -9815254 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 76050 members 
Entering Unmasked Estep 
Score: -9815417.000000 Penalty: 3665.189697
	Iteration 22Q: 3 clusters Score -9815417 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
Score: -9815571.000000 Penalty: 3665.189697
	Iteration 23Q: 3 clusters Score -9815571 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -9815674.000000 Penalty: 3665.189697
	Iteration 24Q: 3 clusters Score -9815674 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 76837 members 
Entering Unmasked Estep 
Score: -9815799.000000 Penalty: 3665.189697
	Iteration 25Q: 3 clusters Score -9815799 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 77033 members 
Entering Unmasked Estep 
Score: -9815863.000000 Penalty: 3665.189697
	Iteration 26Q: 3 clusters Score -9815863 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 77176 members 
Entering Unmasked Estep 
Score: -9815958.000000 Penalty: 3665.189697
	Iteration 27Q: 3 clusters Score -9815958 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -9816025.000000 Penalty: 3665.189697
	Iteration 28Q: 3 clusters Score -9816025 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 77430 members 
Entering Unmasked Estep 
Score: -9816095.000000 Penalty: 3665.189697
	Iteration 29Q: 3 clusters Score -9816095 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 77532 members 
Entering Unmasked Estep 
Score: -9816132.000000 Penalty: 3665.189697
	Iteration 30Q: 3 clusters Score -9816132 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 77607 members 
Entering Unmasked Estep 
Score: -9816161.000000 Penalty: 3665.189697
	Iteration 31Q: 3 clusters Score -9816161 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 77677 members 
Entering Unmasked Estep 
Score: -9816226.000000 Penalty: 3665.189697
	Iteration 32Q: 3 clusters Score -9816226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 77726 members 
Entering Unmasked Estep 
Score: -9816250.000000 Penalty: 3665.189697
	Iteration 33Q: 3 clusters Score -9816250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
Score: -9816271.000000 Penalty: 3665.189697
	Iteration 34Q: 3 clusters Score -9816271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 77788 members 
Entering Unmasked Estep 
Score: -9816282.000000 Penalty: 3665.189697
	Iteration 35Q: 3 clusters Score -9816282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 77808 members 
Entering Unmasked Estep 
Score: -9816293.000000 Penalty: 3665.189697
	Iteration 36Q: 3 clusters Score -9816293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 77821 members 
Entering Unmasked Estep 
Score: -9816301.000000 Penalty: 3665.189697
	Iteration 37Q: 3 clusters Score -9816301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 77840 members 
Entering Unmasked Estep 
Score: -9816304.000000 Penalty: 3665.189697
	Iteration 38Q: 3 clusters Score -9816304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 77857 members 
Entering Unmasked Estep 
Score: -9816302.000000 Penalty: 3665.189697
	Iteration 39Q: 3 clusters Score -9816302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 77871 members 
Entering Unmasked Estep 
Score: -9816299.000000 Penalty: 3665.189697
	Iteration 40F: 3 clusters Score -9816299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -9816317.000000 Penalty: 3665.189697
	Iteration 41Q: 3 clusters Score -9816317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 77898 members 
Entering Unmasked Estep 
Score: -9816313.000000 Penalty: 3665.189697
	Iteration 42Q: 3 clusters Score -9816313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 77911 members 
Entering Unmasked Estep 
Score: -9816318.000000 Penalty: 3665.189697
	Iteration 43Q: 3 clusters Score -9816318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 77926 members 
Entering Unmasked Estep 
Score: -9816322.000000 Penalty: 3665.189697
	Iteration 44Q: 3 clusters Score -9816322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 77939 members 
Entering Unmasked Estep 
Score: -9816331.000000 Penalty: 3665.189697
	Iteration 45Q: 3 clusters Score -9816331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 77947 members 
Entering Unmasked Estep 
Score: -9816338.000000 Penalty: 3665.189697
	Iteration 46Q: 3 clusters Score -9816338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 77953 members 
Entering Unmasked Estep 
Score: -9816348.000000 Penalty: 3665.189697
	Iteration 47Q: 3 clusters Score -9816348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 77965 members 
Entering Unmasked Estep 
Score: -9816357.000000 Penalty: 3665.189697
	Iteration 48Q: 3 clusters Score -9816357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 77972 members 
Entering Unmasked Estep 
Score: -9816366.000000 Penalty: 3665.189697
	Iteration 49Q: 3 clusters Score -9816366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 77975 members 
Entering Unmasked Estep 
Score: -9816362.000000 Penalty: 3665.189697
	Iteration 50Q: 3 clusters Score -9816362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 77972 members 
Entering Unmasked Estep 
Score: -9816368.000000 Penalty: 3665.189697
	Iteration 51Q: 3 clusters Score -9816368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 77981 members 
Entering Unmasked Estep 
Score: -9816370.000000 Penalty: 3665.189697
	Iteration 52Q: 3 clusters Score -9816370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 77988 members 
Entering Unmasked Estep 
Score: -9816378.000000 Penalty: 3665.189697
	Iteration 53Q: 3 clusters Score -9816378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 77998 members 
Entering Unmasked Estep 
Score: -9816389.000000 Penalty: 3665.189697
	Iteration 54Q: 3 clusters Score -9816389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -9816397.000000 Penalty: 3665.189697
	Iteration 55Q: 3 clusters Score -9816397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 78009 members 
Entering Unmasked Estep 
Score: -9816409.000000 Penalty: 3665.189697
	Iteration 56Q: 3 clusters Score -9816409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -9816400.000000 Penalty: 3665.189697
	Iteration 57Q: 3 clusters Score -9816400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 78015 members 
Entering Unmasked Estep 
Score: -9816398.000000 Penalty: 3665.189697
	Iteration 58Q: 3 clusters Score -9816398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 78017 members 
Entering Unmasked Estep 
Score: -9816399.000000 Penalty: 3665.189697
	Iteration 59Q: 3 clusters Score -9816399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 78019 members 
Entering Unmasked Estep 
Score: -9816402.000000 Penalty: 3665.189697
	Iteration 60F: 3 clusters Score -9816402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 78023 members 
Entering Unmasked Estep 
Score: -9816396.000000 Penalty: 3665.189697
	Iteration 61Q: 3 clusters Score -9816396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 78026 members 
Entering Unmasked Estep 
Score: -9816400.000000 Penalty: 3665.189697
	Iteration 62Q: 3 clusters Score -9816400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 78033 members 
Entering Unmasked Estep 
Score: -9816403.000000 Penalty: 3665.189697
	Iteration 63Q: 3 clusters Score -9816403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 78043 members 
Entering Unmasked Estep 
Score: -9816406.000000 Penalty: 3665.189697
	Iteration 64Q: 3 clusters Score -9816406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 78048 members 
Entering Unmasked Estep 
Score: -9816395.000000 Penalty: 3665.189697
	Iteration 65Q: 3 clusters Score -9816395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 78048 members 
Entering Unmasked Estep 
Score: -9816403.000000 Penalty: 3665.189697
	Iteration 66Q: 3 clusters Score -9816403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 78051 members 
Entering Unmasked Estep 
Score: -9816406.000000 Penalty: 3665.189697
	Iteration 67Q: 3 clusters Score -9816406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 78053 members 
Entering Unmasked Estep 
Score: -9816411.000000 Penalty: 3665.189697
	Iteration 68Q: 3 clusters Score -9816411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 78054 members 
Entering Unmasked Estep 
Score: -9816407.000000 Penalty: 3665.189697
	Iteration 69Q: 3 clusters Score -9816407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 78054 members 
Entering Unmasked Estep 
Score: -9816404.000000 Penalty: 3665.189697
	Iteration 70Q: 3 clusters Score -9816404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 78057 members 
Entering Unmasked Estep 
Score: -9816415.000000 Penalty: 3665.189697
	Iteration 71Q: 3 clusters Score -9816415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
Score: -9816417.000000 Penalty: 3665.189697
	Iteration 72Q: 3 clusters Score -9816417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 78064 members 
Entering Unmasked Estep 
Score: -9816426.000000 Penalty: 3665.189697
	Iteration 73Q: 3 clusters Score -9816426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 78065 members 
Entering Unmasked Estep 
Score: -9816430.000000 Penalty: 3665.189697
	Iteration 74Q: 3 clusters Score -9816430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -9816430.000000 Penalty: 3665.189697
	Iteration 75Q: 3 clusters Score -9816430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 78067 members 
Entering Unmasked Estep 
Score: -9816426.000000 Penalty: 3665.189697
	Iteration 76Q: 3 clusters Score -9816426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 78067 members 
Entering Unmasked Estep 
Score: -9816426.000000 Penalty: 3665.189697
	Iteration 77F: 3 clusters Score -9816426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -668274.375000 Penalty: 1397.420410
	Iteration 0F: 2 clusters Score -668274.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -664003.562500 Penalty: 2794.840820
	Iteration 0F: 3 clusters Score -664003.6 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -665293.437500 Penalty: 2794.840820
	Iteration 1F: 3 clusters Score -665293.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -665592.312500 Penalty: 2794.840820
	Iteration 2F: 3 clusters Score -665592.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -665793.000000 Penalty: 2794.840820
	Iteration 3F: 3 clusters Score -665793 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -665939.062500 Penalty: 2794.840820
	Iteration 4Q: 3 clusters Score -665939.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -666059.312500 Penalty: 2794.840820
	Iteration 5Q: 3 clusters Score -666059.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -666187.312500 Penalty: 2794.840820
	Iteration 6Q: 3 clusters Score -666187.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -666329.750000 Penalty: 2794.840820
	Iteration 7Q: 3 clusters Score -666329.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -666490.375000 Penalty: 2794.840820
	Iteration 8Q: 3 clusters Score -666490.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -666621.812500 Penalty: 2794.840820
	Iteration 9Q: 3 clusters Score -666621.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -666748.687500 Penalty: 2794.840820
	Iteration 10Q: 3 clusters Score -666748.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -666855.062500 Penalty: 2794.840820
	Iteration 11Q: 3 clusters Score -666855.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -666941.750000 Penalty: 2794.840820
	Iteration 12Q: 3 clusters Score -666941.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -667025.187500 Penalty: 2794.840820
	Iteration 13Q: 3 clusters Score -667025.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -667111.750000 Penalty: 2794.840820
	Iteration 14Q: 3 clusters Score -667111.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -667170.812500 Penalty: 2794.840820
	Iteration 15Q: 3 clusters Score -667170.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -667238.375000 Penalty: 2794.840820
	Iteration 16Q: 3 clusters Score -667238.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -667296.687500 Penalty: 2794.840820
	Iteration 17Q: 3 clusters Score -667296.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -667338.500000 Penalty: 2794.840820
	Iteration 18Q: 3 clusters Score -667338.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -667368.687500 Penalty: 2794.840820
	Iteration 19Q: 3 clusters Score -667368.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -667392.750000 Penalty: 2794.840820
	Iteration 20F: 3 clusters Score -667392.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -667413.437500 Penalty: 2794.840820
	Iteration 21Q: 3 clusters Score -667413.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -667432.000000 Penalty: 2794.840820
	Iteration 22Q: 3 clusters Score -667432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -667442.937500 Penalty: 2794.840820
	Iteration 23Q: 3 clusters Score -667442.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -667454.625000 Penalty: 2794.840820
	Iteration 24Q: 3 clusters Score -667454.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -667459.687500 Penalty: 2794.840820
	Iteration 25Q: 3 clusters Score -667459.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -667464.375000 Penalty: 2794.840820
	Iteration 26Q: 3 clusters Score -667464.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -667473.187500 Penalty: 2794.840820
	Iteration 27Q: 3 clusters Score -667473.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -667480.000000 Penalty: 2794.840820
	Iteration 28Q: 3 clusters Score -667480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -667483.875000 Penalty: 2794.840820
	Iteration 29Q: 3 clusters Score -667483.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -667493.125000 Penalty: 2794.840820
	Iteration 30Q: 3 clusters Score -667493.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -667497.625000 Penalty: 2794.840820
	Iteration 31Q: 3 clusters Score -667497.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -667500.437500 Penalty: 2794.840820
	Iteration 32Q: 3 clusters Score -667500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -667500.937500 Penalty: 2794.840820
	Iteration 33Q: 3 clusters Score -667500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -667500.625000 Penalty: 2794.840820
	Iteration 34Q: 3 clusters Score -667500.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -667500.625000 Penalty: 2794.840820
	Iteration 35F: 3 clusters Score -667500.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Entering Unmasked Estep 
Score: -270793.937500 Penalty: 1247.728027
	Iteration 0F: 2 clusters Score -270793.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -268612.125000 Penalty: 2495.456055
	Iteration 0F: 3 clusters Score -268612.1 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -269073.375000 Penalty: 2495.456055
	Iteration 1F: 3 clusters Score -269073.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -269161.625000 Penalty: 2495.456055
	Iteration 2F: 3 clusters Score -269161.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -269214.187500 Penalty: 2495.456055
	Iteration 3Q: 3 clusters Score -269214.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -269245.125000 Penalty: 2495.456055
	Iteration 4Q: 3 clusters Score -269245.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -269263.500000 Penalty: 2495.456055
	Iteration 5Q: 3 clusters Score -269263.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -269277.156250 Penalty: 2495.456055
	Iteration 6Q: 3 clusters Score -269277.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -269287.843750 Penalty: 2495.456055
	Iteration 7Q: 3 clusters Score -269287.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -269299.125000 Penalty: 2495.456055
	Iteration 8Q: 3 clusters Score -269299.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -269310.281250 Penalty: 2495.456055
	Iteration 9Q: 3 clusters Score -269310.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -269319.625000 Penalty: 2495.456055
	Iteration 10Q: 3 clusters Score -269319.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -269325.687500 Penalty: 2495.456055
	Iteration 11Q: 3 clusters Score -269325.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -269331.750000 Penalty: 2495.456055
	Iteration 12Q: 3 clusters Score -269331.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -269334.750000 Penalty: 2495.456055
	Iteration 13Q: 3 clusters Score -269334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -269336.062500 Penalty: 2495.456055
	Iteration 14Q: 3 clusters Score -269336.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -269336.812500 Penalty: 2495.456055
	Iteration 15Q: 3 clusters Score -269336.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -269337.312500 Penalty: 2495.456055
	Iteration 16Q: 3 clusters Score -269337.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -269337.718750 Penalty: 2495.456055
	Iteration 17Q: 3 clusters Score -269337.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -269338.031250 Penalty: 2495.456055
	Iteration 18Q: 3 clusters Score -269338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -269338.781250 Penalty: 2495.456055
	Iteration 19Q: 3 clusters Score -269338.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -269338.781250 Penalty: 2495.456055
	Iteration 20F: 3 clusters Score -269338.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -98374.195312 Penalty: 1086.857666
	Iteration 0F: 2 clusters Score -98374.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -97039.382812 Penalty: 2173.715332
	Iteration 0F: 3 clusters Score -97039.38 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97259.523438 Penalty: 2173.715332
	Iteration 1F: 3 clusters Score -97259.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -97330.210938 Penalty: 2173.715332
	Iteration 2F: 3 clusters Score -97330.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97373.476562 Penalty: 2173.715332
	Iteration 3Q: 3 clusters Score -97373.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97393.726562 Penalty: 2173.715332
	Iteration 4Q: 3 clusters Score -97393.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -97407.359375 Penalty: 2173.715332
	Iteration 5Q: 3 clusters Score -97407.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97416.101562 Penalty: 2173.715332
	Iteration 6Q: 3 clusters Score -97416.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97417.796875 Penalty: 2173.715332
	Iteration 7Q: 3 clusters Score -97417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -97418.296875 Penalty: 2173.715332
	Iteration 8Q: 3 clusters Score -97418.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97419.328125 Penalty: 2173.715332
	Iteration 9Q: 3 clusters Score -97419.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -97420.281250 Penalty: 2173.715332
	Iteration 10Q: 3 clusters Score -97420.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -97421.929688 Penalty: 2173.715332
	Iteration 11Q: 3 clusters Score -97421.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -97424.320312 Penalty: 2173.715332
	Iteration 12Q: 3 clusters Score -97424.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97426.921875 Penalty: 2173.715332
	Iteration 13Q: 3 clusters Score -97426.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97429.968750 Penalty: 2173.715332
	Iteration 14Q: 3 clusters Score -97429.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97432.085938 Penalty: 2173.715332
	Iteration 15Q: 3 clusters Score -97432.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -97433.429688 Penalty: 2173.715332
	Iteration 16Q: 3 clusters Score -97433.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -97436.343750 Penalty: 2173.715332
	Iteration 17Q: 3 clusters Score -97436.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97436.914062 Penalty: 2173.715332
	Iteration 18Q: 3 clusters Score -97436.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97436.914062 Penalty: 2173.715332
	Iteration 19F: 3 clusters Score -97436.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Entering Unmasked Estep 
Score: -5381592.000000 Penalty: 1734.774902
	Iteration 0F: 2 clusters Score -5381592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -5352433.500000 Penalty: 3469.549805
	Iteration 0F: 3 clusters Score -5352434 nChanged 20296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -5363898.500000 Penalty: 3469.549805
	Iteration 1F: 3 clusters Score -5363898 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -5364340.000000 Penalty: 3469.549805
	Iteration 2Q: 3 clusters Score -5364340 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -5364747.500000 Penalty: 3469.549805
	Iteration 3Q: 3 clusters Score -5364748 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -5365200.500000 Penalty: 3469.549805
	Iteration 4Q: 3 clusters Score -5365200 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -5365706.500000 Penalty: 3469.549805
	Iteration 5Q: 3 clusters Score -5365706 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -5366428.500000 Penalty: 3469.549805
	Iteration 6Q: 3 clusters Score -5366428 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -5367494.500000 Penalty: 3469.549805
	Iteration 7Q: 3 clusters Score -5367494 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -5369045.500000 Penalty: 3469.549805
	Iteration 8F: 3 clusters Score -5369046 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -5370932.500000 Penalty: 3469.549805
	Iteration 9F: 3 clusters Score -5370932 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -5372767.500000 Penalty: 3469.549805
	Iteration 10F: 3 clusters Score -5372768 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -5373970.500000 Penalty: 3469.549805
	Iteration 11F: 3 clusters Score -5373970 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -5374472.500000 Penalty: 3469.549805
	Iteration 12Q: 3 clusters Score -5374472 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -5374690.500000 Penalty: 3469.549805
	Iteration 13Q: 3 clusters Score -5374690 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -5374798.500000 Penalty: 3469.549805
	Iteration 14Q: 3 clusters Score -5374798 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -5374889.500000 Penalty: 3469.549805
	Iteration 15Q: 3 clusters Score -5374890 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -5374953.500000 Penalty: 3469.549805
	Iteration 16Q: 3 clusters Score -5374954 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -5375040.500000 Penalty: 3469.549805
	Iteration 17Q: 3 clusters Score -5375040 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -5375107.500000 Penalty: 3469.549805
	Iteration 18Q: 3 clusters Score -5375108 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -5375176.000000 Penalty: 3469.549805
	Iteration 19Q: 3 clusters Score -5375176 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -5375255.500000 Penalty: 3469.549805
	Iteration 20F: 3 clusters Score -5375256 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -5375302.000000 Penalty: 3469.549805
	Iteration 21Q: 3 clusters Score -5375302 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -5375344.500000 Penalty: 3469.549805
	Iteration 22Q: 3 clusters Score -5375344 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -5375386.500000 Penalty: 3469.549805
	Iteration 23Q: 3 clusters Score -5375386 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -5375451.500000 Penalty: 3469.549805
	Iteration 24Q: 3 clusters Score -5375452 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -5375495.000000 Penalty: 3469.549805
	Iteration 25Q: 3 clusters Score -5375495 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -5375536.000000 Penalty: 3469.549805
	Iteration 26Q: 3 clusters Score -5375536 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -5375601.500000 Penalty: 3469.549805
	Iteration 27Q: 3 clusters Score -5375602 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -5375659.500000 Penalty: 3469.549805
	Iteration 28Q: 3 clusters Score -5375660 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -5375717.500000 Penalty: 3469.549805
	Iteration 29Q: 3 clusters Score -5375718 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -5375782.000000 Penalty: 3469.549805
	Iteration 30Q: 3 clusters Score -5375782 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -5375817.000000 Penalty: 3469.549805
	Iteration 31Q: 3 clusters Score -5375817 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -5375855.500000 Penalty: 3469.549805
	Iteration 32Q: 3 clusters Score -5375856 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -5375891.000000 Penalty: 3469.549805
	Iteration 33Q: 3 clusters Score -5375891 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -5375940.000000 Penalty: 3469.549805
	Iteration 34Q: 3 clusters Score -5375940 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -5375977.000000 Penalty: 3469.549805
	Iteration 35Q: 3 clusters Score -5375977 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -5376028.500000 Penalty: 3469.549805
	Iteration 36Q: 3 clusters Score -5376028 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -5376049.000000 Penalty: 3469.549805
	Iteration 37Q: 3 clusters Score -5376049 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -5376108.500000 Penalty: 3469.549805
	Iteration 38Q: 3 clusters Score -5376108 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -5376158.000000 Penalty: 3469.549805
	Iteration 39Q: 3 clusters Score -5376158 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -5376201.500000 Penalty: 3469.549805
	Iteration 40F: 3 clusters Score -5376202 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -5376237.500000 Penalty: 3469.549805
	Iteration 41Q: 3 clusters Score -5376238 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -5376266.500000 Penalty: 3469.549805
	Iteration 42Q: 3 clusters Score -5376266 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -5376297.000000 Penalty: 3469.549805
	Iteration 43Q: 3 clusters Score -5376297 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -5376324.500000 Penalty: 3469.549805
	Iteration 44Q: 3 clusters Score -5376324 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -5376375.500000 Penalty: 3469.549805
	Iteration 45Q: 3 clusters Score -5376376 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -5376409.500000 Penalty: 3469.549805
	Iteration 46Q: 3 clusters Score -5376410 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -5376438.000000 Penalty: 3469.549805
	Iteration 47Q: 3 clusters Score -5376438 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -5376476.500000 Penalty: 3469.549805
	Iteration 48Q: 3 clusters Score -5376476 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -5376517.000000 Penalty: 3469.549805
	Iteration 49Q: 3 clusters Score -5376517 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5376549.000000 Penalty: 3469.549805
	Iteration 50Q: 3 clusters Score -5376549 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -5376569.000000 Penalty: 3469.549805
	Iteration 51Q: 3 clusters Score -5376569 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -5376612.500000 Penalty: 3469.549805
	Iteration 52Q: 3 clusters Score -5376612 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -5376654.000000 Penalty: 3469.549805
	Iteration 53Q: 3 clusters Score -5376654 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -5376686.000000 Penalty: 3469.549805
	Iteration 54Q: 3 clusters Score -5376686 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -5376751.500000 Penalty: 3469.549805
	Iteration 55Q: 3 clusters Score -5376752 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -5376773.000000 Penalty: 3469.549805
	Iteration 56Q: 3 clusters Score -5376773 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -5376820.500000 Penalty: 3469.549805
	Iteration 57Q: 3 clusters Score -5376820 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -5376869.000000 Penalty: 3469.549805
	Iteration 58Q: 3 clusters Score -5376869 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -5376886.500000 Penalty: 3469.549805
	Iteration 59Q: 3 clusters Score -5376886 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -5376930.000000 Penalty: 3469.549805
	Iteration 60F: 3 clusters Score -5376930 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -5376949.000000 Penalty: 3469.549805
	Iteration 61Q: 3 clusters Score -5376949 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -5376985.500000 Penalty: 3469.549805
	Iteration 62Q: 3 clusters Score -5376986 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -5377003.000000 Penalty: 3469.549805
	Iteration 63Q: 3 clusters Score -5377003 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -5377067.500000 Penalty: 3469.549805
	Iteration 64Q: 3 clusters Score -5377068 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -5377106.500000 Penalty: 3469.549805
	Iteration 65Q: 3 clusters Score -5377106 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -5377176.000000 Penalty: 3469.549805
	Iteration 66Q: 3 clusters Score -5377176 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -5377214.000000 Penalty: 3469.549805
	Iteration 67Q: 3 clusters Score -5377214 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -5377285.000000 Penalty: 3469.549805
	Iteration 68Q: 3 clusters Score -5377285 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -5377342.500000 Penalty: 3469.549805
	Iteration 69Q: 3 clusters Score -5377342 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -5377397.500000 Penalty: 3469.549805
	Iteration 70Q: 3 clusters Score -5377398 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -5377431.000000 Penalty: 3469.549805
	Iteration 71Q: 3 clusters Score -5377431 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -5377531.000000 Penalty: 3469.549805
	Iteration 72Q: 3 clusters Score -5377531 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -5377571.000000 Penalty: 3469.549805
	Iteration 73Q: 3 clusters Score -5377571 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -5377626.500000 Penalty: 3469.549805
	Iteration 74Q: 3 clusters Score -5377626 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -5377725.500000 Penalty: 3469.549805
	Iteration 75Q: 3 clusters Score -5377726 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -5377777.000000 Penalty: 3469.549805
	Iteration 76Q: 3 clusters Score -5377777 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -5377849.500000 Penalty: 3469.549805
	Iteration 77Q: 3 clusters Score -5377850 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -5377965.500000 Penalty: 3469.549805
	Iteration 78Q: 3 clusters Score -5377966 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -5378015.500000 Penalty: 3469.549805
	Iteration 79Q: 3 clusters Score -5378016 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -5378111.500000 Penalty: 3469.549805
	Iteration 80F: 3 clusters Score -5378112 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -5378191.500000 Penalty: 3469.549805
	Iteration 81Q: 3 clusters Score -5378192 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -5378282.000000 Penalty: 3469.549805
	Iteration 82Q: 3 clusters Score -5378282 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -5378377.500000 Penalty: 3469.549805
	Iteration 83Q: 3 clusters Score -5378378 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -5378457.000000 Penalty: 3469.549805
	Iteration 84Q: 3 clusters Score -5378457 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -5378510.500000 Penalty: 3469.549805
	Iteration 85Q: 3 clusters Score -5378510 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -5378551.000000 Penalty: 3469.549805
	Iteration 86Q: 3 clusters Score -5378551 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -5378624.000000 Penalty: 3469.549805
	Iteration 87Q: 3 clusters Score -5378624 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -5378665.500000 Penalty: 3469.549805
	Iteration 88Q: 3 clusters Score -5378666 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -5378743.000000 Penalty: 3469.549805
	Iteration 89Q: 3 clusters Score -5378743 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -5378810.000000 Penalty: 3469.549805
	Iteration 90Q: 3 clusters Score -5378810 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -5378877.500000 Penalty: 3469.549805
	Iteration 91Q: 3 clusters Score -5378878 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -5378940.500000 Penalty: 3469.549805
	Iteration 92Q: 3 clusters Score -5378940 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -5378998.000000 Penalty: 3469.549805
	Iteration 93Q: 3 clusters Score -5378998 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -5379066.000000 Penalty: 3469.549805
	Iteration 94Q: 3 clusters Score -5379066 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -5379133.500000 Penalty: 3469.549805
	Iteration 95Q: 3 clusters Score -5379134 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -5379220.000000 Penalty: 3469.549805
	Iteration 96Q: 3 clusters Score -5379220 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -5379330.500000 Penalty: 3469.549805
	Iteration 97Q: 3 clusters Score -5379330 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -5379396.500000 Penalty: 3469.549805
	Iteration 98Q: 3 clusters Score -5379396 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -5379452.500000 Penalty: 3469.549805
	Iteration 99Q: 3 clusters Score -5379452 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -5379541.500000 Penalty: 3469.549805
	Iteration 100F: 3 clusters Score -5379542 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -5379624.000000 Penalty: 3469.549805
	Iteration 101Q: 3 clusters Score -5379624 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -5379676.500000 Penalty: 3469.549805
	Iteration 102Q: 3 clusters Score -5379676 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -5379741.000000 Penalty: 3469.549805
	Iteration 103Q: 3 clusters Score -5379741 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -5379810.500000 Penalty: 3469.549805
	Iteration 104Q: 3 clusters Score -5379810 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -5379856.500000 Penalty: 3469.549805
	Iteration 105Q: 3 clusters Score -5379856 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -5379928.500000 Penalty: 3469.549805
	Iteration 106Q: 3 clusters Score -5379928 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -5379988.000000 Penalty: 3469.549805
	Iteration 107Q: 3 clusters Score -5379988 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -5380044.000000 Penalty: 3469.549805
	Iteration 108Q: 3 clusters Score -5380044 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -5380106.500000 Penalty: 3469.549805
	Iteration 109Q: 3 clusters Score -5380106 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -5380142.000000 Penalty: 3469.549805
	Iteration 110Q: 3 clusters Score -5380142 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -5380180.500000 Penalty: 3469.549805
	Iteration 111Q: 3 clusters Score -5380180 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -5380212.000000 Penalty: 3469.549805
	Iteration 112Q: 3 clusters Score -5380212 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -5380233.500000 Penalty: 3469.549805
	Iteration 113Q: 3 clusters Score -5380234 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -5380283.500000 Penalty: 3469.549805
	Iteration 114Q: 3 clusters Score -5380284 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -5380315.000000 Penalty: 3469.549805
	Iteration 115Q: 3 clusters Score -5380315 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -5380341.500000 Penalty: 3469.549805
	Iteration 116Q: 3 clusters Score -5380342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -5380371.500000 Penalty: 3469.549805
	Iteration 117Q: 3 clusters Score -5380372 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -5380388.000000 Penalty: 3469.549805
	Iteration 118Q: 3 clusters Score -5380388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -5380408.000000 Penalty: 3469.549805
	Iteration 119Q: 3 clusters Score -5380408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -5380416.500000 Penalty: 3469.549805
	Iteration 120F: 3 clusters Score -5380416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -5380430.000000 Penalty: 3469.549805
	Iteration 121Q: 3 clusters Score -5380430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -5380438.500000 Penalty: 3469.549805
	Iteration 122Q: 3 clusters Score -5380438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -5380442.000000 Penalty: 3469.549805
	Iteration 123Q: 3 clusters Score -5380442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -5380439.000000 Penalty: 3469.549805
	Iteration 124Q: 3 clusters Score -5380439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -5380453.500000 Penalty: 3469.549805
	Iteration 125Q: 3 clusters Score -5380454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -5380462.500000 Penalty: 3469.549805
	Iteration 126Q: 3 clusters Score -5380462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -5380466.500000 Penalty: 3469.549805
	Iteration 127Q: 3 clusters Score -5380466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -5380474.500000 Penalty: 3469.549805
	Iteration 128Q: 3 clusters Score -5380474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -5380480.000000 Penalty: 3469.549805
	Iteration 129Q: 3 clusters Score -5380480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -5380487.000000 Penalty: 3469.549805
	Iteration 130Q: 3 clusters Score -5380487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -5380492.500000 Penalty: 3469.549805
	Iteration 131Q: 3 clusters Score -5380492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -5380501.000000 Penalty: 3469.549805
	Iteration 132Q: 3 clusters Score -5380501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5380499.000000 Penalty: 3469.549805
	Iteration 133Q: 3 clusters Score -5380499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -5380503.000000 Penalty: 3469.549805
	Iteration 134Q: 3 clusters Score -5380503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -5380504.000000 Penalty: 3469.549805
	Iteration 135Q: 3 clusters Score -5380504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -5380506.500000 Penalty: 3469.549805
	Iteration 136Q: 3 clusters Score -5380506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -5380514.500000 Penalty: 3469.549805
	Iteration 137Q: 3 clusters Score -5380514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -5380510.500000 Penalty: 3469.549805
	Iteration 138Q: 3 clusters Score -5380510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -5380516.000000 Penalty: 3469.549805
	Iteration 139Q: 3 clusters Score -5380516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -5380518.500000 Penalty: 3469.549805
	Iteration 140F: 3 clusters Score -5380518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -5380529.500000 Penalty: 3469.549805
	Iteration 141Q: 3 clusters Score -5380530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -5380532.500000 Penalty: 3469.549805
	Iteration 142Q: 3 clusters Score -5380532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -5380544.000000 Penalty: 3469.549805
	Iteration 143Q: 3 clusters Score -5380544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -5380558.500000 Penalty: 3469.549805
	Iteration 144Q: 3 clusters Score -5380558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -5380571.000000 Penalty: 3469.549805
	Iteration 145Q: 3 clusters Score -5380571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -5380584.000000 Penalty: 3469.549805
	Iteration 146Q: 3 clusters Score -5380584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -5380582.500000 Penalty: 3469.549805
	Iteration 147Q: 3 clusters Score -5380582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -5380601.000000 Penalty: 3469.549805
	Iteration 148Q: 3 clusters Score -5380601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -5380608.000000 Penalty: 3469.549805
	Iteration 149Q: 3 clusters Score -5380608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -5380621.500000 Penalty: 3469.549805
	Iteration 150Q: 3 clusters Score -5380622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -5380635.000000 Penalty: 3469.549805
	Iteration 151Q: 3 clusters Score -5380635 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -5380663.500000 Penalty: 3469.549805
	Iteration 152Q: 3 clusters Score -5380664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -5380685.000000 Penalty: 3469.549805
	Iteration 153Q: 3 clusters Score -5380685 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -5380715.500000 Penalty: 3469.549805
	Iteration 154Q: 3 clusters Score -5380716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -5380742.500000 Penalty: 3469.549805
	Iteration 155Q: 3 clusters Score -5380742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -5380779.000000 Penalty: 3469.549805
	Iteration 156Q: 3 clusters Score -5380779 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -5380834.500000 Penalty: 3469.549805
	Iteration 157Q: 3 clusters Score -5380834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -5380871.000000 Penalty: 3469.549805
	Iteration 158Q: 3 clusters Score -5380871 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -5380902.000000 Penalty: 3469.549805
	Iteration 159Q: 3 clusters Score -5380902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -5380960.500000 Penalty: 3469.549805
	Iteration 160F: 3 clusters Score -5380960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -5381054.000000 Penalty: 3469.549805
	Iteration 161Q: 3 clusters Score -5381054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -5381148.500000 Penalty: 3469.549805
	Iteration 162Q: 3 clusters Score -5381148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -5381269.000000 Penalty: 3469.549805
	Iteration 163Q: 3 clusters Score -5381269 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -5381420.500000 Penalty: 3469.549805
	Iteration 164Q: 3 clusters Score -5381420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -5381540.000000 Penalty: 3469.549805
	Iteration 165Q: 3 clusters Score -5381540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -5381693.000000 Penalty: 3469.549805
	Iteration 166Q: 3 clusters Score -5381693 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -5382001.000000 Penalty: 3469.549805
	Iteration 167Q: 3 clusters Score -5382001 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -5382550.500000 Penalty: 3469.549805
	Iteration 168Q: 3 clusters Score -5382550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -5383747.500000 Penalty: 3469.549805
	Iteration 169Q: 3 clusters Score -5383748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -5384506.000000 Penalty: 3469.549805
	Iteration 170Q: 3 clusters Score -5384506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -5384636.000000 Penalty: 3469.549805
	Iteration 171F: 3 clusters Score -5384636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -5384654.000000 Penalty: 3469.549805
	Iteration 172Q: 3 clusters Score -5384654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -5384654.000000 Penalty: 3469.549805
	Iteration 173F: 3 clusters Score -5384654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 70852 members 
Mstep: Class 3 contains 54725 members 
Mstep: Class 4 contains 43140 members 
Mstep: Class 5 contains 41337 members 
Mstep: Class 7 contains 44217 members 
Mstep: Class 8 contains 79721 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 69665 members 
Mstep: Class 13 contains 79024 members 
Mstep: Class 14 contains 5429 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 20 contains 26421 members 
Mstep: Class 22 contains 86595 members 
Mstep: Class 23 contains 1416 members 
Mstep: Class 24 contains 4210 members 
Entering Unmasked Estep 
Score: -75569840.000000 Penalty: 39018.101562
Splitting cluster 18 changes total score from -75567232.000000 to -75569840.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 20 (26421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Entering Unmasked Estep 
Score: -3208871.500000 Penalty: 1654.561035
	Iteration 0F: 2 clusters Score -3208872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3190876.250000 Penalty: 3309.122070
	Iteration 0F: 3 clusters Score -3190876 nChanged 12136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3197510.750000 Penalty: 3309.122070
	Iteration 1F: 3 clusters Score -3197511 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3197797.500000 Penalty: 3309.122070
	Iteration 2Q: 3 clusters Score -3197798 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3198094.250000 Penalty: 3309.122070
	Iteration 3Q: 3 clusters Score -3198094 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3198329.500000 Penalty: 3309.122070
	Iteration 4Q: 3 clusters Score -3198330 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3198545.250000 Penalty: 3309.122070
	Iteration 5Q: 3 clusters Score -3198545 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3198769.250000 Penalty: 3309.122070
	Iteration 6Q: 3 clusters Score -3198769 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -3198972.000000 Penalty: 3309.122070
	Iteration 7Q: 3 clusters Score -3198972 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3199195.250000 Penalty: 3309.122070
	Iteration 8Q: 3 clusters Score -3199195 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -3199511.500000 Penalty: 3309.122070
	Iteration 9Q: 3 clusters Score -3199512 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -3199890.500000 Penalty: 3309.122070
	Iteration 10Q: 3 clusters Score -3199890 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -3200467.250000 Penalty: 3309.122070
	Iteration 11Q: 3 clusters Score -3200467 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3201244.500000 Penalty: 3309.122070
	Iteration 12Q: 3 clusters Score -3201244 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -3202043.000000 Penalty: 3309.122070
	Iteration 13Q: 3 clusters Score -3202043 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3202532.250000 Penalty: 3309.122070
	Iteration 14Q: 3 clusters Score -3202532 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -3202726.000000 Penalty: 3309.122070
	Iteration 15Q: 3 clusters Score -3202726 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -3202820.000000 Penalty: 3309.122070
	Iteration 16Q: 3 clusters Score -3202820 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3202870.500000 Penalty: 3309.122070
	Iteration 17Q: 3 clusters Score -3202870 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3202913.750000 Penalty: 3309.122070
	Iteration 18Q: 3 clusters Score -3202914 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -3202959.500000 Penalty: 3309.122070
	Iteration 19Q: 3 clusters Score -3202960 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3203015.250000 Penalty: 3309.122070
	Iteration 20F: 3 clusters Score -3203015 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -3203071.750000 Penalty: 3309.122070
	Iteration 21Q: 3 clusters Score -3203072 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3203141.250000 Penalty: 3309.122070
	Iteration 22Q: 3 clusters Score -3203141 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -3203194.250000 Penalty: 3309.122070
	Iteration 23Q: 3 clusters Score -3203194 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3203259.750000 Penalty: 3309.122070
	Iteration 24Q: 3 clusters Score -3203260 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3203317.250000 Penalty: 3309.122070
	Iteration 25Q: 3 clusters Score -3203317 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -3203391.750000 Penalty: 3309.122070
	Iteration 26Q: 3 clusters Score -3203392 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3203458.250000 Penalty: 3309.122070
	Iteration 27Q: 3 clusters Score -3203458 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -3203533.750000 Penalty: 3309.122070
	Iteration 28Q: 3 clusters Score -3203534 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3203589.750000 Penalty: 3309.122070
	Iteration 29Q: 3 clusters Score -3203590 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -3203689.500000 Penalty: 3309.122070
	Iteration 30Q: 3 clusters Score -3203690 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -3203782.250000 Penalty: 3309.122070
	Iteration 31Q: 3 clusters Score -3203782 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3203893.250000 Penalty: 3309.122070
	Iteration 32Q: 3 clusters Score -3203893 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -3204033.750000 Penalty: 3309.122070
	Iteration 33Q: 3 clusters Score -3204034 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3204202.500000 Penalty: 3309.122070
	Iteration 34Q: 3 clusters Score -3204202 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -3204372.000000 Penalty: 3309.122070
	Iteration 35Q: 3 clusters Score -3204372 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3204557.500000 Penalty: 3309.122070
	Iteration 36Q: 3 clusters Score -3204558 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3204767.000000 Penalty: 3309.122070
	Iteration 37Q: 3 clusters Score -3204767 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3205015.750000 Penalty: 3309.122070
	Iteration 38Q: 3 clusters Score -3205016 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3205291.250000 Penalty: 3309.122070
	Iteration 39Q: 3 clusters Score -3205291 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3205548.000000 Penalty: 3309.122070
	Iteration 40F: 3 clusters Score -3205548 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3205845.250000 Penalty: 3309.122070
	Iteration 41Q: 3 clusters Score -3205845 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3206142.000000 Penalty: 3309.122070
	Iteration 42Q: 3 clusters Score -3206142 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3206424.500000 Penalty: 3309.122070
	Iteration 43Q: 3 clusters Score -3206424 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3206670.000000 Penalty: 3309.122070
	Iteration 44Q: 3 clusters Score -3206670 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3206895.000000 Penalty: 3309.122070
	Iteration 45Q: 3 clusters Score -3206895 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3207100.000000 Penalty: 3309.122070
	Iteration 46Q: 3 clusters Score -3207100 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3207225.000000 Penalty: 3309.122070
	Iteration 47Q: 3 clusters Score -3207225 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3207290.750000 Penalty: 3309.122070
	Iteration 48Q: 3 clusters Score -3207291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3207326.000000 Penalty: 3309.122070
	Iteration 49Q: 3 clusters Score -3207326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3207339.750000 Penalty: 3309.122070
	Iteration 50Q: 3 clusters Score -3207340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3207360.500000 Penalty: 3309.122070
	Iteration 51Q: 3 clusters Score -3207360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3207378.000000 Penalty: 3309.122070
	Iteration 52Q: 3 clusters Score -3207378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3207382.500000 Penalty: 3309.122070
	Iteration 53Q: 3 clusters Score -3207382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3207392.500000 Penalty: 3309.122070
	Iteration 54Q: 3 clusters Score -3207392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3207398.750000 Penalty: 3309.122070
	Iteration 55Q: 3 clusters Score -3207399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3207407.250000 Penalty: 3309.122070
	Iteration 56Q: 3 clusters Score -3207407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3207410.250000 Penalty: 3309.122070
	Iteration 57Q: 3 clusters Score -3207410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3207413.500000 Penalty: 3309.122070
	Iteration 58Q: 3 clusters Score -3207414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3207414.250000 Penalty: 3309.122070
	Iteration 59Q: 3 clusters Score -3207414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3207415.500000 Penalty: 3309.122070
	Iteration 60F: 3 clusters Score -3207416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (86595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86595 members 
Entering Unmasked Estep 
Score: -10730381.000000 Penalty: 1847.462158
	Iteration 0F: 2 clusters Score -1.073038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -10674369.000000 Penalty: 3694.924316
	Iteration 0F: 3 clusters Score -1.067437e+07 nChanged 41436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -10698984.000000 Penalty: 3694.924316
	Iteration 1F: 3 clusters Score -1.069898e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -10700141.000000 Penalty: 3694.924316
	Iteration 2Q: 3 clusters Score -1.070014e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -10701822.000000 Penalty: 3694.924316
	Iteration 3Q: 3 clusters Score -1.070182e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -10704316.000000 Penalty: 3694.924316
	Iteration 4F: 3 clusters Score -1.070432e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -10708186.000000 Penalty: 3694.924316
	Iteration 5F: 3 clusters Score -1.070819e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -10713094.000000 Penalty: 3694.924316
	Iteration 6F: 3 clusters Score -1.071309e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -10718422.000000 Penalty: 3694.924316
	Iteration 7F: 3 clusters Score -1.071842e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -10722219.000000 Penalty: 3694.924316
	Iteration 8F: 3 clusters Score -1.072222e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -10723981.000000 Penalty: 3694.924316
	Iteration 9Q: 3 clusters Score -1.072398e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -10724953.000000 Penalty: 3694.924316
	Iteration 10Q: 3 clusters Score -1.072495e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -10725630.000000 Penalty: 3694.924316
	Iteration 11Q: 3 clusters Score -1.072563e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -10726182.000000 Penalty: 3694.924316
	Iteration 12Q: 3 clusters Score -1.072618e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 61613 members 
Entering Unmasked Estep 
Score: -10726533.000000 Penalty: 3694.924316
	Iteration 13Q: 3 clusters Score -1.072653e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 63213 members 
Entering Unmasked Estep 
Score: -10727027.000000 Penalty: 3694.924316
	Iteration 14Q: 3 clusters Score -1.072703e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -10727283.000000 Penalty: 3694.924316
	Iteration 15Q: 3 clusters Score -1.072728e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -10727564.000000 Penalty: 3694.924316
	Iteration 16Q: 3 clusters Score -1.072756e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 67697 members 
Entering Unmasked Estep 
Score: -10727850.000000 Penalty: 3694.924316
	Iteration 17Q: 3 clusters Score -1.072785e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -10728044.000000 Penalty: 3694.924316
	Iteration 18Q: 3 clusters Score -1.072804e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 70316 members 
Entering Unmasked Estep 
Score: -10728258.000000 Penalty: 3694.924316
	Iteration 19Q: 3 clusters Score -1.072826e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 71505 members 
Entering Unmasked Estep 
Score: -10728363.000000 Penalty: 3694.924316
	Iteration 20F: 3 clusters Score -1.072836e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 72601 members 
Entering Unmasked Estep 
Score: -10728490.000000 Penalty: 3694.924316
	Iteration 21Q: 3 clusters Score -1.072849e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -10728511.000000 Penalty: 3694.924316
	Iteration 22Q: 3 clusters Score -1.072851e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 74537 members 
Entering Unmasked Estep 
Score: -10728561.000000 Penalty: 3694.924316
	Iteration 23Q: 3 clusters Score -1.072856e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 75367 members 
Entering Unmasked Estep 
Score: -10728575.000000 Penalty: 3694.924316
	Iteration 24Q: 3 clusters Score -1.072858e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 76183 members 
Entering Unmasked Estep 
Score: -10728611.000000 Penalty: 3694.924316
	Iteration 25Q: 3 clusters Score -1.072861e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
Score: -10728729.000000 Penalty: 3694.924316
	Iteration 26Q: 3 clusters Score -1.072873e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 77671 members 
Entering Unmasked Estep 
Score: -10728784.000000 Penalty: 3694.924316
	Iteration 27Q: 3 clusters Score -1.072878e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -10728754.000000 Penalty: 3694.924316
	Iteration 28Q: 3 clusters Score -1.072875e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 79005 members 
Entering Unmasked Estep 
Score: -10728795.000000 Penalty: 3694.924316
	Iteration 29Q: 3 clusters Score -1.07288e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -10728791.000000 Penalty: 3694.924316
	Iteration 30Q: 3 clusters Score -1.072879e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -10728858.000000 Penalty: 3694.924316
	Iteration 31Q: 3 clusters Score -1.072886e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 80606 members 
Entering Unmasked Estep 
Score: -10728858.000000 Penalty: 3694.924316
	Iteration 32Q: 3 clusters Score -1.072886e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 81041 members 
Entering Unmasked Estep 
Score: -10728855.000000 Penalty: 3694.924316
	Iteration 33Q: 3 clusters Score -1.072886e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 81422 members 
Entering Unmasked Estep 
Score: -10728852.000000 Penalty: 3694.924316
	Iteration 34Q: 3 clusters Score -1.072885e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 81785 members 
Entering Unmasked Estep 
Score: -10728885.000000 Penalty: 3694.924316
	Iteration 35Q: 3 clusters Score -1.072888e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 82130 members 
Entering Unmasked Estep 
Score: -10728943.000000 Penalty: 3694.924316
	Iteration 36Q: 3 clusters Score -1.072894e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -10728930.000000 Penalty: 3694.924316
	Iteration 37Q: 3 clusters Score -1.072893e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 82720 members 
Entering Unmasked Estep 
Score: -10728949.000000 Penalty: 3694.924316
	Iteration 38Q: 3 clusters Score -1.072895e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 83016 members 
Entering Unmasked Estep 
Score: -10728919.000000 Penalty: 3694.924316
	Iteration 39Q: 3 clusters Score -1.072892e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 83277 members 
Entering Unmasked Estep 
Score: -10728923.000000 Penalty: 3694.924316
	Iteration 40F: 3 clusters Score -1.072892e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 83526 members 
Entering Unmasked Estep 
Score: -10728911.000000 Penalty: 3694.924316
	Iteration 41Q: 3 clusters Score -1.072891e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 83770 members 
Entering Unmasked Estep 
Score: -10728916.000000 Penalty: 3694.924316
	Iteration 42Q: 3 clusters Score -1.072892e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -10728928.000000 Penalty: 3694.924316
	Iteration 43Q: 3 clusters Score -1.072893e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 84183 members 
Entering Unmasked Estep 
Score: -10728919.000000 Penalty: 3694.924316
	Iteration 44Q: 3 clusters Score -1.072892e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 84350 members 
Entering Unmasked Estep 
Score: -10728938.000000 Penalty: 3694.924316
	Iteration 45Q: 3 clusters Score -1.072894e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 84514 members 
Entering Unmasked Estep 
Score: -10728928.000000 Penalty: 3694.924316
	Iteration 46Q: 3 clusters Score -1.072893e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -10728925.000000 Penalty: 3694.924316
	Iteration 47Q: 3 clusters Score -1.072892e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 84786 members 
Entering Unmasked Estep 
Score: -10728922.000000 Penalty: 3694.924316
	Iteration 48Q: 3 clusters Score -1.072892e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 84914 members 
Entering Unmasked Estep 
Score: -10728916.000000 Penalty: 3694.924316
	Iteration 49Q: 3 clusters Score -1.072892e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 85022 members 
Entering Unmasked Estep 
Score: -10728877.000000 Penalty: 3694.924316
	Iteration 50Q: 3 clusters Score -1.072888e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 85118 members 
Entering Unmasked Estep 
Score: -10728884.000000 Penalty: 3694.924316
	Iteration 51Q: 3 clusters Score -1.072888e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 85208 members 
Entering Unmasked Estep 
Score: -10728886.000000 Penalty: 3694.924316
	Iteration 52Q: 3 clusters Score -1.072889e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 85297 members 
Entering Unmasked Estep 
Score: -10728898.000000 Penalty: 3694.924316
	Iteration 53Q: 3 clusters Score -1.07289e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 85371 members 
Entering Unmasked Estep 
Score: -10728890.000000 Penalty: 3694.924316
	Iteration 54Q: 3 clusters Score -1.072889e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 85435 members 
Entering Unmasked Estep 
Score: -10728890.000000 Penalty: 3694.924316
	Iteration 55Q: 3 clusters Score -1.072889e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 85486 members 
Entering Unmasked Estep 
Score: -10728877.000000 Penalty: 3694.924316
	Iteration 56Q: 3 clusters Score -1.072888e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 85545 members 
Entering Unmasked Estep 
Score: -10728862.000000 Penalty: 3694.924316
	Iteration 57Q: 3 clusters Score -1.072886e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 85610 members 
Entering Unmasked Estep 
Score: -10728865.000000 Penalty: 3694.924316
	Iteration 58Q: 3 clusters Score -1.072886e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 85663 members 
Entering Unmasked Estep 
Score: -10728882.000000 Penalty: 3694.924316
	Iteration 59Q: 3 clusters Score -1.072888e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 85714 members 
Entering Unmasked Estep 
Score: -10728870.000000 Penalty: 3694.924316
	Iteration 60F: 3 clusters Score -1.072887e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 85746 members 
Entering Unmasked Estep 
Score: -10728877.000000 Penalty: 3694.924316
	Iteration 61Q: 3 clusters Score -1.072888e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 85779 members 
Entering Unmasked Estep 
Score: -10728881.000000 Penalty: 3694.924316
	Iteration 62Q: 3 clusters Score -1.072888e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 85816 members 
Entering Unmasked Estep 
Score: -10728894.000000 Penalty: 3694.924316
	Iteration 63Q: 3 clusters Score -1.072889e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 85847 members 
Entering Unmasked Estep 
Score: -10728896.000000 Penalty: 3694.924316
	Iteration 64Q: 3 clusters Score -1.07289e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 85876 members 
Entering Unmasked Estep 
Score: -10728894.000000 Penalty: 3694.924316
	Iteration 65Q: 3 clusters Score -1.072889e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 85900 members 
Entering Unmasked Estep 
Score: -10728896.000000 Penalty: 3694.924316
	Iteration 66Q: 3 clusters Score -1.07289e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 85922 members 
Entering Unmasked Estep 
Score: -10728904.000000 Penalty: 3694.924316
	Iteration 67Q: 3 clusters Score -1.07289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 85947 members 
Entering Unmasked Estep 
Score: -10728913.000000 Penalty: 3694.924316
	Iteration 68Q: 3 clusters Score -1.072891e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
Score: -10728919.000000 Penalty: 3694.924316
	Iteration 69Q: 3 clusters Score -1.072892e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 85985 members 
Entering Unmasked Estep 
Score: -10728923.000000 Penalty: 3694.924316
	Iteration 70Q: 3 clusters Score -1.072892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 85995 members 
Entering Unmasked Estep 
Score: -10728928.000000 Penalty: 3694.924316
	Iteration 71Q: 3 clusters Score -1.072893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 86000 members 
Entering Unmasked Estep 
Score: -10728928.000000 Penalty: 3694.924316
	Iteration 72Q: 3 clusters Score -1.072893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 86001 members 
Entering Unmasked Estep 
Score: -10728923.000000 Penalty: 3694.924316
	Iteration 73Q: 3 clusters Score -1.072892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 86002 members 
Entering Unmasked Estep 
Score: -10728929.000000 Penalty: 3694.924316
	Iteration 74Q: 3 clusters Score -1.072893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 86004 members 
Entering Unmasked Estep 
Score: -10728921.000000 Penalty: 3694.924316
	Iteration 75Q: 3 clusters Score -1.072892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 86005 members 
Entering Unmasked Estep 
Score: -10728924.000000 Penalty: 3694.924316
	Iteration 76Q: 3 clusters Score -1.072892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -10728925.000000 Penalty: 3694.924316
	Iteration 77Q: 3 clusters Score -1.072892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
Score: -10728933.000000 Penalty: 3694.924316
	Iteration 78Q: 3 clusters Score -1.072893e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 86026 members 
Entering Unmasked Estep 
Score: -10728924.000000 Penalty: 3694.924316
	Iteration 79Q: 3 clusters Score -1.072892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 86035 members 
Entering Unmasked Estep 
Score: -10728928.000000 Penalty: 3694.924316
	Iteration 80F: 3 clusters Score -1.072893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 86040 members 
Entering Unmasked Estep 
Score: -10728936.000000 Penalty: 3694.924316
	Iteration 81Q: 3 clusters Score -1.072894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 86050 members 
Entering Unmasked Estep 
Score: -10728942.000000 Penalty: 3694.924316
	Iteration 82Q: 3 clusters Score -1.072894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -10728956.000000 Penalty: 3694.924316
	Iteration 83Q: 3 clusters Score -1.072896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -10728955.000000 Penalty: 3694.924316
	Iteration 84Q: 3 clusters Score -1.072896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 86090 members 
Entering Unmasked Estep 
Score: -10728956.000000 Penalty: 3694.924316
	Iteration 85Q: 3 clusters Score -1.072896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 86105 members 
Entering Unmasked Estep 
Score: -10728964.000000 Penalty: 3694.924316
	Iteration 86Q: 3 clusters Score -1.072896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 86111 members 
Entering Unmasked Estep 
Score: -10728959.000000 Penalty: 3694.924316
	Iteration 87Q: 3 clusters Score -1.072896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 86116 members 
Entering Unmasked Estep 
Score: -10728967.000000 Penalty: 3694.924316
	Iteration 88Q: 3 clusters Score -1.072897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 86118 members 
Entering Unmasked Estep 
Score: -10728976.000000 Penalty: 3694.924316
	Iteration 89Q: 3 clusters Score -1.072898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 86118 members 
Entering Unmasked Estep 
Score: -10728985.000000 Penalty: 3694.924316
	Iteration 90Q: 3 clusters Score -1.072898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 86121 members 
Entering Unmasked Estep 
Score: -10728981.000000 Penalty: 3694.924316
	Iteration 91Q: 3 clusters Score -1.072898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 86123 members 
Entering Unmasked Estep 
Score: -10728982.000000 Penalty: 3694.924316
	Iteration 92Q: 3 clusters Score -1.072898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 86125 members 
Entering Unmasked Estep 
Score: -10728971.000000 Penalty: 3694.924316
	Iteration 93Q: 3 clusters Score -1.072897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 86128 members 
Entering Unmasked Estep 
Score: -10728975.000000 Penalty: 3694.924316
	Iteration 94Q: 3 clusters Score -1.072898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 86132 members 
Entering Unmasked Estep 
Score: -10728988.000000 Penalty: 3694.924316
	Iteration 95Q: 3 clusters Score -1.072899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 86135 members 
Entering Unmasked Estep 
Score: -10728978.000000 Penalty: 3694.924316
	Iteration 96Q: 3 clusters Score -1.072898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 86137 members 
Entering Unmasked Estep 
Score: -10728980.000000 Penalty: 3694.924316
	Iteration 97Q: 3 clusters Score -1.072898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 86138 members 
Entering Unmasked Estep 
Score: -10728978.000000 Penalty: 3694.924316
	Iteration 98Q: 3 clusters Score -1.072898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 86139 members 
Entering Unmasked Estep 
Score: -10728971.000000 Penalty: 3694.924316
	Iteration 99Q: 3 clusters Score -1.072897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 86139 members 
Entering Unmasked Estep 
Score: -10728971.000000 Penalty: 3694.924316
	Iteration 100F: 3 clusters Score -1.072897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Entering Unmasked Estep 
Score: -175006.656250 Penalty: 1179.033569
	Iteration 0F: 2 clusters Score -175006.7 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 712 members 
Entering Unmasked Estep 
Score: -173277.359375 Penalty: 2358.067139
	Iteration 0F: 3 clusters Score -173277.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -173602.281250 Penalty: 2358.067139
	Iteration 1F: 3 clusters Score -173602.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -173684.640625 Penalty: 2358.067139
	Iteration 2F: 3 clusters Score -173684.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -173719.390625 Penalty: 2358.067139
	Iteration 3Q: 3 clusters Score -173719.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -173740.140625 Penalty: 2358.067139
	Iteration 4Q: 3 clusters Score -173740.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -173758.937500 Penalty: 2358.067139
	Iteration 5Q: 3 clusters Score -173758.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -173770.171875 Penalty: 2358.067139
	Iteration 6Q: 3 clusters Score -173770.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -173774.953125 Penalty: 2358.067139
	Iteration 7Q: 3 clusters Score -173775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -173779.515625 Penalty: 2358.067139
	Iteration 8Q: 3 clusters Score -173779.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -173784.921875 Penalty: 2358.067139
	Iteration 9Q: 3 clusters Score -173784.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -173788.296875 Penalty: 2358.067139
	Iteration 10Q: 3 clusters Score -173788.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -173795.093750 Penalty: 2358.067139
	Iteration 11Q: 3 clusters Score -173795.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -173800.359375 Penalty: 2358.067139
	Iteration 12Q: 3 clusters Score -173800.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -173804.640625 Penalty: 2358.067139
	Iteration 13Q: 3 clusters Score -173804.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -173808.375000 Penalty: 2358.067139
	Iteration 14Q: 3 clusters Score -173808.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -173817.140625 Penalty: 2358.067139
	Iteration 15Q: 3 clusters Score -173817.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -173824.296875 Penalty: 2358.067139
	Iteration 16Q: 3 clusters Score -173824.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -173830.156250 Penalty: 2358.067139
	Iteration 17Q: 3 clusters Score -173830.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -173831.093750 Penalty: 2358.067139
	Iteration 18Q: 3 clusters Score -173831.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -173832.421875 Penalty: 2358.067139
	Iteration 19Q: 3 clusters Score -173832.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -173834.859375 Penalty: 2358.067139
	Iteration 20F: 3 clusters Score -173834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -173837.640625 Penalty: 2358.067139
	Iteration 21Q: 3 clusters Score -173837.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -173839.234375 Penalty: 2358.067139
	Iteration 22Q: 3 clusters Score -173839.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -173840.078125 Penalty: 2358.067139
	Iteration 23Q: 3 clusters Score -173840.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -173841.078125 Penalty: 2358.067139
	Iteration 24Q: 3 clusters Score -173841.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -173841.968750 Penalty: 2358.067139
	Iteration 25Q: 3 clusters Score -173842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -173842.406250 Penalty: 2358.067139
	Iteration 26Q: 3 clusters Score -173842.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -173842.406250 Penalty: 2358.067139
	Iteration 27F: 3 clusters Score -173842.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Entering Unmasked Estep 
Score: -533738.437500 Penalty: 1356.097900
	Iteration 0F: 2 clusters Score -533738.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -530284.312500 Penalty: 2712.195801
	Iteration 0F: 3 clusters Score -530284.3 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -531220.062500 Penalty: 2712.195801
	Iteration 1F: 3 clusters Score -531220.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -531360.375000 Penalty: 2712.195801
	Iteration 2F: 3 clusters Score -531360.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -531453.312500 Penalty: 2712.195801
	Iteration 3Q: 3 clusters Score -531453.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -531514.875000 Penalty: 2712.195801
	Iteration 4Q: 3 clusters Score -531514.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -531573.062500 Penalty: 2712.195801
	Iteration 5Q: 3 clusters Score -531573.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -531618.125000 Penalty: 2712.195801
	Iteration 6Q: 3 clusters Score -531618.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -531641.187500 Penalty: 2712.195801
	Iteration 7Q: 3 clusters Score -531641.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -531659.750000 Penalty: 2712.195801
	Iteration 8Q: 3 clusters Score -531659.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -531678.312500 Penalty: 2712.195801
	Iteration 9Q: 3 clusters Score -531678.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -531689.687500 Penalty: 2712.195801
	Iteration 10Q: 3 clusters Score -531689.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -531703.500000 Penalty: 2712.195801
	Iteration 11Q: 3 clusters Score -531703.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -531719.312500 Penalty: 2712.195801
	Iteration 12Q: 3 clusters Score -531719.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -531739.250000 Penalty: 2712.195801
	Iteration 13Q: 3 clusters Score -531739.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -531757.000000 Penalty: 2712.195801
	Iteration 14Q: 3 clusters Score -531757 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -531776.562500 Penalty: 2712.195801
	Iteration 15Q: 3 clusters Score -531776.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -531793.750000 Penalty: 2712.195801
	Iteration 16Q: 3 clusters Score -531793.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -531812.250000 Penalty: 2712.195801
	Iteration 17Q: 3 clusters Score -531812.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -531828.750000 Penalty: 2712.195801
	Iteration 18Q: 3 clusters Score -531828.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -531844.375000 Penalty: 2712.195801
	Iteration 19Q: 3 clusters Score -531844.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -531862.562500 Penalty: 2712.195801
	Iteration 20F: 3 clusters Score -531862.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -531880.812500 Penalty: 2712.195801
	Iteration 21Q: 3 clusters Score -531880.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -531900.625000 Penalty: 2712.195801
	Iteration 22Q: 3 clusters Score -531900.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -531919.375000 Penalty: 2712.195801
	Iteration 23Q: 3 clusters Score -531919.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -531939.812500 Penalty: 2712.195801
	Iteration 24Q: 3 clusters Score -531939.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -531970.187500 Penalty: 2712.195801
	Iteration 25Q: 3 clusters Score -531970.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -532018.250000 Penalty: 2712.195801
	Iteration 26Q: 3 clusters Score -532018.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -532064.875000 Penalty: 2712.195801
	Iteration 27Q: 3 clusters Score -532064.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -532102.437500 Penalty: 2712.195801
	Iteration 28Q: 3 clusters Score -532102.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -532140.000000 Penalty: 2712.195801
	Iteration 29Q: 3 clusters Score -532140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -532176.125000 Penalty: 2712.195801
	Iteration 30Q: 3 clusters Score -532176.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -532203.875000 Penalty: 2712.195801
	Iteration 31Q: 3 clusters Score -532203.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -532230.250000 Penalty: 2712.195801
	Iteration 32Q: 3 clusters Score -532230.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -532265.000000 Penalty: 2712.195801
	Iteration 33Q: 3 clusters Score -532265 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -532296.312500 Penalty: 2712.195801
	Iteration 34Q: 3 clusters Score -532296.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -532323.562500 Penalty: 2712.195801
	Iteration 35Q: 3 clusters Score -532323.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -532347.250000 Penalty: 2712.195801
	Iteration 36Q: 3 clusters Score -532347.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -532364.750000 Penalty: 2712.195801
	Iteration 37Q: 3 clusters Score -532364.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -532382.562500 Penalty: 2712.195801
	Iteration 38Q: 3 clusters Score -532382.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -532397.125000 Penalty: 2712.195801
	Iteration 39Q: 3 clusters Score -532397.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -532406.750000 Penalty: 2712.195801
	Iteration 40F: 3 clusters Score -532406.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -532413.437500 Penalty: 2712.195801
	Iteration 41Q: 3 clusters Score -532413.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -532419.812500 Penalty: 2712.195801
	Iteration 42Q: 3 clusters Score -532419.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -532425.625000 Penalty: 2712.195801
	Iteration 43Q: 3 clusters Score -532425.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -532433.250000 Penalty: 2712.195801
	Iteration 44Q: 3 clusters Score -532433.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -532444.437500 Penalty: 2712.195801
	Iteration 45Q: 3 clusters Score -532444.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -532452.750000 Penalty: 2712.195801
	Iteration 46Q: 3 clusters Score -532452.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -532461.000000 Penalty: 2712.195801
	Iteration 47Q: 3 clusters Score -532461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -532469.750000 Penalty: 2712.195801
	Iteration 48Q: 3 clusters Score -532469.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -532476.562500 Penalty: 2712.195801
	Iteration 49Q: 3 clusters Score -532476.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -532481.562500 Penalty: 2712.195801
	Iteration 50Q: 3 clusters Score -532481.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -532483.500000 Penalty: 2712.195801
	Iteration 51Q: 3 clusters Score -532483.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -532486.250000 Penalty: 2712.195801
	Iteration 52Q: 3 clusters Score -532486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -532487.437500 Penalty: 2712.195801
	Iteration 53Q: 3 clusters Score -532487.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -532487.437500 Penalty: 2712.195801
	Iteration 54F: 3 clusters Score -532487.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 70852 members 
Mstep: Class 3 contains 54725 members 
Mstep: Class 5 contains 41337 members 
Mstep: Class 7 contains 44217 members 
Mstep: Class 8 contains 79721 members 
Mstep: Class 9 contains 9037 members 
Mstep: Class 10 contains 69665 members 
Mstep: Class 13 contains 79024 members 
Mstep: Class 14 contains 5429 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 144 members 
Mstep: Class 20 contains 26421 members 
Mstep: Class 22 contains 86595 members 
Mstep: Class 23 contains 1416 members 
Mstep: Class 24 contains 4210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75574520.000000 Penalty: 39018.101562
Iteration 159Q: 19 clusters Score -7.557452e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 70715 members 
Mstep: Class 3 contains 54792 members 
Mstep: Class 4 contains 43004 members 
Mstep: Class 5 contains 41333 members 
Mstep: Class 7 contains 44264 members 
Mstep: Class 8 contains 79834 members 
Mstep: Class 9 contains 8996 members 
Mstep: Class 10 contains 69643 members 
Mstep: Class 13 contains 79058 members 
Mstep: Class 14 contains 5416 members 
Mstep: Class 15 contains 2162 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 313 members 
Mstep: Class 20 contains 26300 members 
Mstep: Class 22 contains 86651 members 
Mstep: Class 23 contains 1415 members 
Mstep: Class 24 contains 4204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75575984.000000 Penalty: 39018.101562
Iteration 160F: 19 clusters Score -7.557598e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 70531 members 
Mstep: Class 3 contains 54839 members 
Mstep: Class 4 contains 43013 members 
Mstep: Class 5 contains 41339 members 
Mstep: Class 7 contains 44296 members 
Mstep: Class 8 contains 80063 members 
Mstep: Class 9 contains 8955 members 
Mstep: Class 10 contains 69648 members 
Mstep: Class 13 contains 79073 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 26183 members 
Mstep: Class 22 contains 86641 members 
Mstep: Class 23 contains 1419 members 
Mstep: Class 24 contains 4199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576200.000000 Penalty: 39018.101562
Iteration 161Q: 19 clusters Score -7.55762e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 70326 members 
Mstep: Class 3 contains 54881 members 
Mstep: Class 4 contains 43026 members 
Mstep: Class 5 contains 41355 members 
Mstep: Class 7 contains 44331 members 
Mstep: Class 8 contains 80287 members 
Mstep: Class 9 contains 8913 members 
Mstep: Class 10 contains 69655 members 
Mstep: Class 13 contains 79109 members 
Mstep: Class 14 contains 5408 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 26072 members 
Mstep: Class 22 contains 86636 members 
Mstep: Class 23 contains 1420 members 
Mstep: Class 24 contains 4195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576312.000000 Penalty: 39018.101562
Iteration 162Q: 19 clusters Score -7.557631e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 70145 members 
Mstep: Class 3 contains 54912 members 
Mstep: Class 4 contains 43035 members 
Mstep: Class 5 contains 41379 members 
Mstep: Class 7 contains 44370 members 
Mstep: Class 8 contains 80490 members 
Mstep: Class 9 contains 8871 members 
Mstep: Class 10 contains 69684 members 
Mstep: Class 13 contains 79141 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 25962 members 
Mstep: Class 22 contains 86630 members 
Mstep: Class 23 contains 1420 members 
Mstep: Class 24 contains 4183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576304.000000 Penalty: 39018.101562
Iteration 163Q: 19 clusters Score -7.55763e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 69956 members 
Mstep: Class 3 contains 54966 members 
Mstep: Class 4 contains 43043 members 
Mstep: Class 5 contains 41386 members 
Mstep: Class 7 contains 44405 members 
Mstep: Class 8 contains 80695 members 
Mstep: Class 9 contains 8831 members 
Mstep: Class 10 contains 69692 members 
Mstep: Class 13 contains 79180 members 
Mstep: Class 14 contains 5396 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 25844 members 
Mstep: Class 22 contains 86645 members 
Mstep: Class 23 contains 1418 members 
Mstep: Class 24 contains 4188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576464.000000 Penalty: 39018.101562
Iteration 164Q: 19 clusters Score -7.557646e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 69726 members 
Mstep: Class 3 contains 55040 members 
Mstep: Class 4 contains 43060 members 
Mstep: Class 5 contains 41386 members 
Mstep: Class 7 contains 44444 members 
Mstep: Class 8 contains 80897 members 
Mstep: Class 9 contains 8795 members 
Mstep: Class 10 contains 69714 members 
Mstep: Class 13 contains 79211 members 
Mstep: Class 14 contains 5392 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 17 contains 804 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 25717 members 
Mstep: Class 22 contains 86682 members 
Mstep: Class 23 contains 1415 members 
Mstep: Class 24 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576672.000000 Penalty: 39018.101562
Iteration 165Q: 19 clusters Score -7.557667e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 69512 members 
Mstep: Class 3 contains 55116 members 
Mstep: Class 4 contains 43075 members 
Mstep: Class 5 contains 41401 members 
Mstep: Class 7 contains 44471 members 
Mstep: Class 8 contains 81102 members 
Mstep: Class 9 contains 8760 members 
Mstep: Class 10 contains 69737 members 
Mstep: Class 13 contains 79231 members 
Mstep: Class 14 contains 5383 members 
Mstep: Class 15 contains 2137 members 
Mstep: Class 17 contains 803 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 25596 members 
Mstep: Class 22 contains 86696 members 
Mstep: Class 23 contains 1413 members 
Mstep: Class 24 contains 4184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75576760.000000 Penalty: 39018.101562
Iteration 166Q: 19 clusters Score -7.557676e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 69299 members 
Mstep: Class 3 contains 55155 members 
Mstep: Class 4 contains 43091 members 
Mstep: Class 5 contains 41416 members 
Mstep: Class 7 contains 44515 members 
Mstep: Class 8 contains 81314 members 
Mstep: Class 9 contains 8724 members 
Mstep: Class 10 contains 69748 members 
Mstep: Class 13 contains 79256 members 
Mstep: Class 14 contains 5366 members 
Mstep: Class 15 contains 2138 members 
Mstep: Class 17 contains 801 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 25495 members 
Mstep: Class 22 contains 86714 members 
Mstep: Class 23 contains 1411 members 
Mstep: Class 24 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577000.000000 Penalty: 39018.101562
Iteration 167Q: 19 clusters Score -7.5577e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 69079 members 
Mstep: Class 3 contains 55199 members 
Mstep: Class 4 contains 43103 members 
Mstep: Class 5 contains 41431 members 
Mstep: Class 7 contains 44563 members 
Mstep: Class 8 contains 81478 members 
Mstep: Class 9 contains 8685 members 
Mstep: Class 10 contains 69755 members 
Mstep: Class 13 contains 79291 members 
Mstep: Class 14 contains 5348 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 17 contains 799 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 25369 members 
Mstep: Class 22 contains 86798 members 
Mstep: Class 23 contains 1409 members 
Mstep: Class 24 contains 4190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577320.000000 Penalty: 39018.101562
Iteration 168Q: 19 clusters Score -7.557732e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 68858 members 
Mstep: Class 3 contains 55239 members 
Mstep: Class 4 contains 43114 members 
Mstep: Class 5 contains 41448 members 
Mstep: Class 7 contains 44612 members 
Mstep: Class 8 contains 81658 members 
Mstep: Class 9 contains 8639 members 
Mstep: Class 10 contains 69756 members 
Mstep: Class 13 contains 79321 members 
Mstep: Class 14 contains 5337 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 17 contains 797 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 25248 members 
Mstep: Class 22 contains 86859 members 
Mstep: Class 23 contains 1415 members 
Mstep: Class 24 contains 4198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577408.000000 Penalty: 39018.101562
Iteration 169Q: 19 clusters Score -7.557741e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 68607 members 
Mstep: Class 3 contains 55282 members 
Mstep: Class 4 contains 43139 members 
Mstep: Class 5 contains 41460 members 
Mstep: Class 7 contains 44653 members 
Mstep: Class 8 contains 81903 members 
Mstep: Class 9 contains 8584 members 
Mstep: Class 10 contains 69732 members 
Mstep: Class 13 contains 79340 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 17 contains 796 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 25141 members 
Mstep: Class 22 contains 86919 members 
Mstep: Class 23 contains 1418 members 
Mstep: Class 24 contains 4206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577456.000000 Penalty: 39018.101562
Iteration 170Q: 19 clusters Score -7.557746e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 68370 members 
Mstep: Class 3 contains 55328 members 
Mstep: Class 4 contains 43189 members 
Mstep: Class 5 contains 41478 members 
Mstep: Class 7 contains 44695 members 
Mstep: Class 8 contains 82096 members 
Mstep: Class 9 contains 8538 members 
Mstep: Class 10 contains 69736 members 
Mstep: Class 13 contains 79364 members 
Mstep: Class 14 contains 5311 members 
Mstep: Class 15 contains 2132 members 
Mstep: Class 17 contains 796 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 25024 members 
Mstep: Class 22 contains 86969 members 
Mstep: Class 23 contains 1426 members 
Mstep: Class 24 contains 4204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577488.000000 Penalty: 39018.101562
Iteration 171Q: 19 clusters Score -7.557749e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 68085 members 
Mstep: Class 3 contains 55359 members 
Mstep: Class 4 contains 43246 members 
Mstep: Class 5 contains 41492 members 
Mstep: Class 7 contains 44724 members 
Mstep: Class 8 contains 82284 members 
Mstep: Class 9 contains 8486 members 
Mstep: Class 10 contains 69730 members 
Mstep: Class 13 contains 79404 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 2128 members 
Mstep: Class 17 contains 796 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 24940 members 
Mstep: Class 22 contains 87046 members 
Mstep: Class 23 contains 1428 members 
Mstep: Class 24 contains 4209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577480.000000 Penalty: 39018.101562
Iteration 172Q: 19 clusters Score -7.557748e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 67815 members 
Mstep: Class 3 contains 55400 members 
Mstep: Class 4 contains 43325 members 
Mstep: Class 5 contains 41514 members 
Mstep: Class 7 contains 44762 members 
Mstep: Class 8 contains 82475 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 69747 members 
Mstep: Class 13 contains 79428 members 
Mstep: Class 14 contains 5292 members 
Mstep: Class 15 contains 2119 members 
Mstep: Class 17 contains 797 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 24848 members 
Mstep: Class 22 contains 87052 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 4213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577232.000000 Penalty: 39018.101562
Iteration 173Q: 19 clusters Score -7.557723e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 67504 members 
Mstep: Class 3 contains 55435 members 
Mstep: Class 4 contains 43414 members 
Mstep: Class 5 contains 41530 members 
Mstep: Class 7 contains 44790 members 
Mstep: Class 8 contains 82698 members 
Mstep: Class 9 contains 8414 members 
Mstep: Class 10 contains 69787 members 
Mstep: Class 13 contains 79438 members 
Mstep: Class 14 contains 5278 members 
Mstep: Class 15 contains 2113 members 
Mstep: Class 17 contains 796 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 24765 members 
Mstep: Class 22 contains 87068 members 
Mstep: Class 23 contains 1433 members 
Mstep: Class 24 contains 4225 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 19 clusters Score -7.557743e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 67159 members 
Mstep: Class 3 contains 55495 members 
Mstep: Class 4 contains 43515 members 
Mstep: Class 5 contains 41545 members 
Mstep: Class 7 contains 44819 members 
Mstep: Class 8 contains 82927 members 
Mstep: Class 9 contains 8362 members 
Mstep: Class 10 contains 69828 members 
Mstep: Class 13 contains 79459 members 
Mstep: Class 14 contains 5264 members 
Mstep: Class 15 contains 2107 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 24691 members 
Mstep: Class 22 contains 87088 members 
Mstep: Class 23 contains 1438 members 
Mstep: Class 24 contains 4206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577448.000000 Penalty: 39018.101562
Iteration 175Q: 19 clusters Score -7.557745e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 66770 members 
Mstep: Class 3 contains 55564 members 
Mstep: Class 4 contains 43599 members 
Mstep: Class 5 contains 41561 members 
Mstep: Class 7 contains 44857 members 
Mstep: Class 8 contains 83190 members 
Mstep: Class 9 contains 8333 members 
Mstep: Class 10 contains 69848 members 
Mstep: Class 13 contains 79507 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 2101 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 24587 members 
Mstep: Class 22 contains 87124 members 
Mstep: Class 23 contains 1445 members 
Mstep: Class 24 contains 4189 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 19 clusters Score -7.557728e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 66406 members 
Mstep: Class 3 contains 55652 members 
Mstep: Class 4 contains 43667 members 
Mstep: Class 5 contains 41584 members 
Mstep: Class 7 contains 44887 members 
Mstep: Class 8 contains 83451 members 
Mstep: Class 9 contains 8304 members 
Mstep: Class 10 contains 69876 members 
Mstep: Class 13 contains 79554 members 
Mstep: Class 14 contains 5233 members 
Mstep: Class 15 contains 2093 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 24499 members 
Mstep: Class 22 contains 87114 members 
Mstep: Class 23 contains 1448 members 
Mstep: Class 24 contains 4167 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 19 clusters Score -7.55773e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 65994 members 
Mstep: Class 3 contains 55705 members 
Mstep: Class 4 contains 43736 members 
Mstep: Class 5 contains 41619 members 
Mstep: Class 7 contains 44924 members 
Mstep: Class 8 contains 83759 members 
Mstep: Class 9 contains 8271 members 
Mstep: Class 10 contains 69885 members 
Mstep: Class 13 contains 79586 members 
Mstep: Class 14 contains 5225 members 
Mstep: Class 15 contains 2088 members 
Mstep: Class 17 contains 795 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 24431 members 
Mstep: Class 22 contains 87115 members 
Mstep: Class 23 contains 1451 members 
Mstep: Class 24 contains 4162 members 
Entering Unmasked Estep 
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Iteration 178Q: 19 clusters Score -7.557713e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 65579 members 
Mstep: Class 3 contains 55757 members 
Mstep: Class 4 contains 43786 members 
Mstep: Class 5 contains 41667 members 
Mstep: Class 7 contains 44957 members 
Mstep: Class 8 contains 84044 members 
Mstep: Class 9 contains 8257 members 
Mstep: Class 10 contains 69915 members 
Mstep: Class 13 contains 79616 members 
Mstep: Class 14 contains 5211 members 
Mstep: Class 15 contains 2078 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 24344 members 
Mstep: Class 22 contains 87125 members 
Mstep: Class 23 contains 1457 members 
Mstep: Class 24 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 179Q: 19 clusters Score -7.557707e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 65154 members 
Mstep: Class 3 contains 55809 members 
Mstep: Class 4 contains 43840 members 
Mstep: Class 5 contains 41709 members 
Mstep: Class 7 contains 44999 members 
Mstep: Class 8 contains 84357 members 
Mstep: Class 9 contains 8236 members 
Mstep: Class 10 contains 69910 members 
Mstep: Class 13 contains 79645 members 
Mstep: Class 14 contains 5210 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 24283 members 
Mstep: Class 22 contains 87113 members 
Mstep: Class 23 contains 1464 members 
Mstep: Class 24 contains 4174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577096.000000 Penalty: 39018.101562
Iteration 180F: 19 clusters Score -7.55771e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 64718 members 
Mstep: Class 3 contains 55879 members 
Mstep: Class 4 contains 43881 members 
Mstep: Class 5 contains 41724 members 
Mstep: Class 7 contains 45040 members 
Mstep: Class 8 contains 84652 members 
Mstep: Class 9 contains 8207 members 
Mstep: Class 10 contains 69931 members 
Mstep: Class 13 contains 79666 members 
Mstep: Class 14 contains 5201 members 
Mstep: Class 15 contains 2064 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 24240 members 
Mstep: Class 22 contains 87149 members 
Mstep: Class 23 contains 1472 members 
Mstep: Class 24 contains 4165 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 19 clusters Score -7.55773e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 64293 members 
Mstep: Class 3 contains 55935 members 
Mstep: Class 4 contains 43937 members 
Mstep: Class 5 contains 41726 members 
Mstep: Class 7 contains 45080 members 
Mstep: Class 8 contains 84944 members 
Mstep: Class 9 contains 8184 members 
Mstep: Class 10 contains 69964 members 
Mstep: Class 13 contains 79682 members 
Mstep: Class 14 contains 5192 members 
Mstep: Class 15 contains 2064 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 24182 members 
Mstep: Class 22 contains 87180 members 
Mstep: Class 23 contains 1476 members 
Mstep: Class 24 contains 4158 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 19 clusters Score -7.55774e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 63841 members 
Mstep: Class 3 contains 55986 members 
Mstep: Class 4 contains 43982 members 
Mstep: Class 5 contains 41713 members 
Mstep: Class 7 contains 45115 members 
Mstep: Class 8 contains 85224 members 
Mstep: Class 9 contains 8159 members 
Mstep: Class 10 contains 70019 members 
Mstep: Class 13 contains 79717 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 2061 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 24124 members 
Mstep: Class 22 contains 87238 members 
Mstep: Class 23 contains 1482 members 
Mstep: Class 24 contains 4162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577736.000000 Penalty: 39018.101562
Iteration 183Q: 19 clusters Score -7.557774e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 63435 members 
Mstep: Class 3 contains 56067 members 
Mstep: Class 4 contains 44031 members 
Mstep: Class 5 contains 41701 members 
Mstep: Class 7 contains 45165 members 
Mstep: Class 8 contains 85465 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 10 contains 70043 members 
Mstep: Class 13 contains 79751 members 
Mstep: Class 14 contains 5168 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 24062 members 
Mstep: Class 22 contains 87261 members 
Mstep: Class 23 contains 1494 members 
Mstep: Class 24 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 184Q: 19 clusters Score -7.557781e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 63041 members 
Mstep: Class 3 contains 56169 members 
Mstep: Class 4 contains 44079 members 
Mstep: Class 5 contains 41703 members 
Mstep: Class 7 contains 45215 members 
Mstep: Class 8 contains 85641 members 
Mstep: Class 9 contains 8102 members 
Mstep: Class 10 contains 70075 members 
Mstep: Class 13 contains 79794 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 17 contains 794 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 24020 members 
Mstep: Class 22 contains 87257 members 
Mstep: Class 23 contains 1504 members 
Mstep: Class 24 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 185Q: 19 clusters Score -7.557786e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 62661 members 
Mstep: Class 3 contains 56274 members 
Mstep: Class 4 contains 44149 members 
Mstep: Class 5 contains 41689 members 
Mstep: Class 7 contains 45263 members 
Mstep: Class 8 contains 85870 members 
Mstep: Class 9 contains 8074 members 
Mstep: Class 10 contains 70097 members 
Mstep: Class 13 contains 79848 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 2084 members 
Mstep: Class 17 contains 793 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23998 members 
Mstep: Class 22 contains 87190 members 
Mstep: Class 23 contains 1507 members 
Mstep: Class 24 contains 4188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577720.000000 Penalty: 39018.101562
Iteration 186Q: 19 clusters Score -7.557772e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 62335 members 
Mstep: Class 3 contains 56367 members 
Mstep: Class 4 contains 44202 members 
Mstep: Class 5 contains 41704 members 
Mstep: Class 7 contains 45294 members 
Mstep: Class 8 contains 86108 members 
Mstep: Class 9 contains 8047 members 
Mstep: Class 10 contains 70124 members 
Mstep: Class 13 contains 79887 members 
Mstep: Class 14 contains 5095 members 
Mstep: Class 15 contains 2087 members 
Mstep: Class 17 contains 791 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23989 members 
Mstep: Class 22 contains 87059 members 
Mstep: Class 23 contains 1516 members 
Mstep: Class 24 contains 4207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577664.000000 Penalty: 39018.101562
Iteration 187Q: 19 clusters Score -7.557766e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 62006 members 
Mstep: Class 3 contains 56463 members 
Mstep: Class 4 contains 44243 members 
Mstep: Class 5 contains 41709 members 
Mstep: Class 7 contains 45328 members 
Mstep: Class 8 contains 86344 members 
Mstep: Class 9 contains 8031 members 
Mstep: Class 10 contains 70146 members 
Mstep: Class 13 contains 79930 members 
Mstep: Class 14 contains 5075 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23976 members 
Mstep: Class 22 contains 86959 members 
Mstep: Class 23 contains 1521 members 
Mstep: Class 24 contains 4212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577952.000000 Penalty: 39018.101562
Iteration 188Q: 19 clusters Score -7.557795e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 61699 members 
Mstep: Class 3 contains 56543 members 
Mstep: Class 4 contains 44298 members 
Mstep: Class 5 contains 41727 members 
Mstep: Class 7 contains 45344 members 
Mstep: Class 8 contains 86557 members 
Mstep: Class 9 contains 8023 members 
Mstep: Class 10 contains 70173 members 
Mstep: Class 13 contains 79953 members 
Mstep: Class 14 contains 5062 members 
Mstep: Class 15 contains 2089 members 
Mstep: Class 17 contains 791 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23948 members 
Mstep: Class 22 contains 86864 members 
Mstep: Class 23 contains 1529 members 
Mstep: Class 24 contains 4220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577952.000000 Penalty: 39018.101562
Iteration 189Q: 19 clusters Score -7.557795e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 61418 members 
Mstep: Class 3 contains 56639 members 
Mstep: Class 4 contains 44328 members 
Mstep: Class 5 contains 41744 members 
Mstep: Class 7 contains 45352 members 
Mstep: Class 8 contains 86798 members 
Mstep: Class 9 contains 8019 members 
Mstep: Class 10 contains 70183 members 
Mstep: Class 13 contains 79984 members 
Mstep: Class 14 contains 5048 members 
Mstep: Class 15 contains 2089 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23927 members 
Mstep: Class 22 contains 86756 members 
Mstep: Class 23 contains 1536 members 
Mstep: Class 24 contains 4216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577784.000000 Penalty: 39018.101562
Iteration 190Q: 19 clusters Score -7.557778e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 61127 members 
Mstep: Class 3 contains 56745 members 
Mstep: Class 4 contains 44354 members 
Mstep: Class 5 contains 41759 members 
Mstep: Class 7 contains 45355 members 
Mstep: Class 8 contains 87026 members 
Mstep: Class 9 contains 8011 members 
Mstep: Class 10 contains 70179 members 
Mstep: Class 13 contains 80014 members 
Mstep: Class 14 contains 5040 members 
Mstep: Class 15 contains 2093 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23906 members 
Mstep: Class 22 contains 86676 members 
Mstep: Class 23 contains 1539 members 
Mstep: Class 24 contains 4217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578136.000000 Penalty: 39018.101562
Iteration 191Q: 19 clusters Score -7.557814e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 60837 members 
Mstep: Class 3 contains 56834 members 
Mstep: Class 4 contains 44357 members 
Mstep: Class 5 contains 41749 members 
Mstep: Class 7 contains 45368 members 
Mstep: Class 8 contains 87285 members 
Mstep: Class 9 contains 8002 members 
Mstep: Class 10 contains 70186 members 
Mstep: Class 13 contains 80042 members 
Mstep: Class 14 contains 5029 members 
Mstep: Class 15 contains 2088 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23884 members 
Mstep: Class 22 contains 86624 members 
Mstep: Class 23 contains 1544 members 
Mstep: Class 24 contains 4214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578088.000000 Penalty: 39018.101562
Iteration 192Q: 19 clusters Score -7.557809e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 60606 members 
Mstep: Class 3 contains 56909 members 
Mstep: Class 4 contains 44371 members 
Mstep: Class 5 contains 41744 members 
Mstep: Class 7 contains 45361 members 
Mstep: Class 8 contains 87521 members 
Mstep: Class 9 contains 7992 members 
Mstep: Class 10 contains 70200 members 
Mstep: Class 13 contains 80057 members 
Mstep: Class 14 contains 5020 members 
Mstep: Class 15 contains 2086 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23869 members 
Mstep: Class 22 contains 86543 members 
Mstep: Class 23 contains 1554 members 
Mstep: Class 24 contains 4210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578112.000000 Penalty: 39018.101562
Iteration 193Q: 19 clusters Score -7.557811e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 60385 members 
Mstep: Class 3 contains 56985 members 
Mstep: Class 4 contains 44391 members 
Mstep: Class 5 contains 41743 members 
Mstep: Class 7 contains 45365 members 
Mstep: Class 8 contains 87717 members 
Mstep: Class 9 contains 7981 members 
Mstep: Class 10 contains 70204 members 
Mstep: Class 13 contains 80060 members 
Mstep: Class 14 contains 5015 members 
Mstep: Class 15 contains 2091 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23857 members 
Mstep: Class 22 contains 86470 members 
Mstep: Class 23 contains 1562 members 
Mstep: Class 24 contains 4219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577984.000000 Penalty: 39018.101562
Iteration 194Q: 19 clusters Score -7.557798e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 60212 members 
Mstep: Class 3 contains 57051 members 
Mstep: Class 4 contains 44395 members 
Mstep: Class 5 contains 41747 members 
Mstep: Class 7 contains 45367 members 
Mstep: Class 8 contains 87864 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 70219 members 
Mstep: Class 13 contains 80068 members 
Mstep: Class 14 contains 5009 members 
Mstep: Class 15 contains 2099 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23851 members 
Mstep: Class 22 contains 86404 members 
Mstep: Class 23 contains 1568 members 
Mstep: Class 24 contains 4224 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 195Q: 19 clusters Score -7.557796e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 60036 members 
Mstep: Class 3 contains 57128 members 
Mstep: Class 4 contains 44394 members 
Mstep: Class 5 contains 41746 members 
Mstep: Class 7 contains 45373 members 
Mstep: Class 8 contains 87995 members 
Mstep: Class 9 contains 7956 members 
Mstep: Class 10 contains 70243 members 
Mstep: Class 13 contains 80084 members 
Mstep: Class 14 contains 5006 members 
Mstep: Class 15 contains 2103 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23845 members 
Mstep: Class 22 contains 86341 members 
Mstep: Class 23 contains 1574 members 
Mstep: Class 24 contains 4225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578080.000000 Penalty: 39018.101562
Iteration 196Q: 19 clusters Score -7.557808e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 59862 members 
Mstep: Class 3 contains 57183 members 
Mstep: Class 4 contains 44394 members 
Mstep: Class 5 contains 41743 members 
Mstep: Class 7 contains 45374 members 
Mstep: Class 8 contains 88124 members 
Mstep: Class 9 contains 7948 members 
Mstep: Class 10 contains 70276 members 
Mstep: Class 13 contains 80114 members 
Mstep: Class 14 contains 4999 members 
Mstep: Class 15 contains 2107 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23842 members 
Mstep: Class 22 contains 86281 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 4229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578016.000000 Penalty: 39018.101562
Iteration 197Q: 19 clusters Score -7.557802e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 59714 members 
Mstep: Class 3 contains 57230 members 
Mstep: Class 4 contains 44386 members 
Mstep: Class 5 contains 41747 members 
Mstep: Class 7 contains 45380 members 
Mstep: Class 8 contains 88257 members 
Mstep: Class 9 contains 7937 members 
Mstep: Class 10 contains 70293 members 
Mstep: Class 13 contains 80127 members 
Mstep: Class 14 contains 4991 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23837 members 
Mstep: Class 22 contains 86219 members 
Mstep: Class 23 contains 1578 members 
Mstep: Class 24 contains 4241 members 
Entering Unmasked Estep 
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Iteration 198Q: 19 clusters Score -7.557801e+07 nChanged 705
Entering ConstructFrom: 
Score: -75578008.000000 Penalty: 39018.101562
Entering ConstructFrom: 
Trying to split cluster 1 (2079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Entering Unmasked Estep 
Score: -236556.578125 Penalty: 1241.441895
	Iteration 0F: 2 clusters Score -236556.6 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 1000 members 
Entering Unmasked Estep 
Score: -234484.781250 Penalty: 2482.883789
	Iteration 0F: 3 clusters Score -234484.8 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -235005.593750 Penalty: 2482.883789
	Iteration 1F: 3 clusters Score -235005.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -235254.250000 Penalty: 2482.883789
	Iteration 2F: 3 clusters Score -235254.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -235503.484375 Penalty: 2482.883789
	Iteration 3F: 3 clusters Score -235503.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -235731.078125 Penalty: 2482.883789
	Iteration 4F: 3 clusters Score -235731.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -235919.203125 Penalty: 2482.883789
	Iteration 5F: 3 clusters Score -235919.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -236078.281250 Penalty: 2482.883789
	Iteration 6Q: 3 clusters Score -236078.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -236190.406250 Penalty: 2482.883789
	Iteration 7Q: 3 clusters Score -236190.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -236256.000000 Penalty: 2482.883789
	Iteration 8Q: 3 clusters Score -236256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -236314.078125 Penalty: 2482.883789
	Iteration 9Q: 3 clusters Score -236314.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -236360.281250 Penalty: 2482.883789
	Iteration 10Q: 3 clusters Score -236360.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -236385.468750 Penalty: 2482.883789
	Iteration 11Q: 3 clusters Score -236385.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -236416.015625 Penalty: 2482.883789
	Iteration 12Q: 3 clusters Score -236416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -236427.468750 Penalty: 2482.883789
	Iteration 13Q: 3 clusters Score -236427.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -236438.875000 Penalty: 2482.883789
	Iteration 14Q: 3 clusters Score -236438.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -236447.765625 Penalty: 2482.883789
	Iteration 15Q: 3 clusters Score -236447.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -236453.953125 Penalty: 2482.883789
	Iteration 16Q: 3 clusters Score -236454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -236458.656250 Penalty: 2482.883789
	Iteration 17Q: 3 clusters Score -236458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -236464.703125 Penalty: 2482.883789
	Iteration 18Q: 3 clusters Score -236464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -236468.671875 Penalty: 2482.883789
	Iteration 19Q: 3 clusters Score -236468.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -236477.859375 Penalty: 2482.883789
	Iteration 20F: 3 clusters Score -236477.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -236479.343750 Penalty: 2482.883789
	Iteration 21Q: 3 clusters Score -236479.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -236479.343750 Penalty: 2482.883789
	Iteration 22F: 3 clusters Score -236479.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (59595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Entering Unmasked Estep 
Score: -7418328.500000 Penalty: 1786.740601
	Iteration 0F: 2 clusters Score -7418328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -7378767.000000 Penalty: 3573.481201
	Iteration 0F: 3 clusters Score -7378767 nChanged 28086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -7394725.500000 Penalty: 3573.481201
	Iteration 1F: 3 clusters Score -7394726 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -7395115.500000 Penalty: 3573.481201
	Iteration 2Q: 3 clusters Score -7395116 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -7395571.000000 Penalty: 3573.481201
	Iteration 3Q: 3 clusters Score -7395571 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -7396241.000000 Penalty: 3573.481201
	Iteration 4Q: 3 clusters Score -7396241 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -7397191.500000 Penalty: 3573.481201
	Iteration 5Q: 3 clusters Score -7397192 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -7398689.000000 Penalty: 3573.481201
	Iteration 6Q: 3 clusters Score -7398689 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -7401063.000000 Penalty: 3573.481201
	Iteration 7F: 3 clusters Score -7401063 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -7404266.500000 Penalty: 3573.481201
	Iteration 8F: 3 clusters Score -7404266 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -7407654.500000 Penalty: 3573.481201
	Iteration 9F: 3 clusters Score -7407654 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -7409743.000000 Penalty: 3573.481201
	Iteration 10F: 3 clusters Score -7409743 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -7410646.500000 Penalty: 3573.481201
	Iteration 11Q: 3 clusters Score -7410646 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -7411131.000000 Penalty: 3573.481201
	Iteration 12Q: 3 clusters Score -7411131 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -7411524.500000 Penalty: 3573.481201
	Iteration 13Q: 3 clusters Score -7411524 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -7411889.000000 Penalty: 3573.481201
	Iteration 14Q: 3 clusters Score -7411889 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -7412297.000000 Penalty: 3573.481201
	Iteration 15Q: 3 clusters Score -7412297 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -7412694.500000 Penalty: 3573.481201
	Iteration 16Q: 3 clusters Score -7412694 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -7413061.500000 Penalty: 3573.481201
	Iteration 17Q: 3 clusters Score -7413062 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -7413391.500000 Penalty: 3573.481201
	Iteration 18Q: 3 clusters Score -7413392 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -7413663.500000 Penalty: 3573.481201
	Iteration 19Q: 3 clusters Score -7413664 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -7413939.000000 Penalty: 3573.481201
	Iteration 20F: 3 clusters Score -7413939 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -7414203.500000 Penalty: 3573.481201
	Iteration 21Q: 3 clusters Score -7414204 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -7414454.500000 Penalty: 3573.481201
	Iteration 22Q: 3 clusters Score -7414454 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -7414728.500000 Penalty: 3573.481201
	Iteration 23Q: 3 clusters Score -7414728 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -7414959.500000 Penalty: 3573.481201
	Iteration 24Q: 3 clusters Score -7414960 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 52422 members 
Entering Unmasked Estep 
Score: -7415246.500000 Penalty: 3573.481201
	Iteration 25Q: 3 clusters Score -7415246 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -7415411.000000 Penalty: 3573.481201
	Iteration 26Q: 3 clusters Score -7415411 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -7415586.500000 Penalty: 3573.481201
	Iteration 27Q: 3 clusters Score -7415586 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -7415780.500000 Penalty: 3573.481201
	Iteration 28Q: 3 clusters Score -7415780 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -7415936.000000 Penalty: 3573.481201
	Iteration 29Q: 3 clusters Score -7415936 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -7416128.500000 Penalty: 3573.481201
	Iteration 30Q: 3 clusters Score -7416128 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -7416252.500000 Penalty: 3573.481201
	Iteration 31Q: 3 clusters Score -7416252 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 56047 members 
Entering Unmasked Estep 
Score: -7416342.000000 Penalty: 3573.481201
	Iteration 32Q: 3 clusters Score -7416342 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -7416441.000000 Penalty: 3573.481201
	Iteration 33Q: 3 clusters Score -7416441 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -7416493.500000 Penalty: 3573.481201
	Iteration 34Q: 3 clusters Score -7416494 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 56950 members 
Entering Unmasked Estep 
Score: -7416592.500000 Penalty: 3573.481201
	Iteration 35Q: 3 clusters Score -7416592 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -7416633.000000 Penalty: 3573.481201
	Iteration 36Q: 3 clusters Score -7416633 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -7416655.000000 Penalty: 3573.481201
	Iteration 37Q: 3 clusters Score -7416655 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -7416695.500000 Penalty: 3573.481201
	Iteration 38Q: 3 clusters Score -7416696 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -7416716.000000 Penalty: 3573.481201
	Iteration 39Q: 3 clusters Score -7416716 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -7416751.500000 Penalty: 3573.481201
	Iteration 40F: 3 clusters Score -7416752 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -7416759.500000 Penalty: 3573.481201
	Iteration 41Q: 3 clusters Score -7416760 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 57924 members 
Entering Unmasked Estep 
Score: -7416765.500000 Penalty: 3573.481201
	Iteration 42Q: 3 clusters Score -7416766 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -7416779.000000 Penalty: 3573.481201
	Iteration 43Q: 3 clusters Score -7416779 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -7416817.500000 Penalty: 3573.481201
	Iteration 44Q: 3 clusters Score -7416818 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 58110 members 
Entering Unmasked Estep 
Score: -7416832.000000 Penalty: 3573.481201
	Iteration 45Q: 3 clusters Score -7416832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -7416837.000000 Penalty: 3573.481201
	Iteration 46Q: 3 clusters Score -7416837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -7416850.500000 Penalty: 3573.481201
	Iteration 47Q: 3 clusters Score -7416850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 58235 members 
Entering Unmasked Estep 
Score: -7416863.000000 Penalty: 3573.481201
	Iteration 48Q: 3 clusters Score -7416863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
Score: -7416867.000000 Penalty: 3573.481201
	Iteration 49Q: 3 clusters Score -7416867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 58294 members 
Entering Unmasked Estep 
Score: -7416863.000000 Penalty: 3573.481201
	Iteration 50Q: 3 clusters Score -7416863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 58321 members 
Entering Unmasked Estep 
Score: -7416863.500000 Penalty: 3573.481201
	Iteration 51Q: 3 clusters Score -7416864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
Score: -7416868.000000 Penalty: 3573.481201
	Iteration 52Q: 3 clusters Score -7416868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 58357 members 
Entering Unmasked Estep 
Score: -7416877.500000 Penalty: 3573.481201
	Iteration 53Q: 3 clusters Score -7416878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 58381 members 
Entering Unmasked Estep 
Score: -7416880.000000 Penalty: 3573.481201
	Iteration 54Q: 3 clusters Score -7416880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -7416891.000000 Penalty: 3573.481201
	Iteration 55Q: 3 clusters Score -7416891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -7416902.500000 Penalty: 3573.481201
	Iteration 56Q: 3 clusters Score -7416902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -7416904.000000 Penalty: 3573.481201
	Iteration 57Q: 3 clusters Score -7416904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -7416908.500000 Penalty: 3573.481201
	Iteration 58Q: 3 clusters Score -7416908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 58477 members 
Entering Unmasked Estep 
Score: -7416910.500000 Penalty: 3573.481201
	Iteration 59Q: 3 clusters Score -7416910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
Score: -7416915.500000 Penalty: 3573.481201
	Iteration 60F: 3 clusters Score -7416916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -7416925.500000 Penalty: 3573.481201
	Iteration 61Q: 3 clusters Score -7416926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 58527 members 
Entering Unmasked Estep 
Score: -7416932.500000 Penalty: 3573.481201
	Iteration 62Q: 3 clusters Score -7416932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -7416948.000000 Penalty: 3573.481201
	Iteration 63Q: 3 clusters Score -7416948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 58575 members 
Entering Unmasked Estep 
Score: -7416958.000000 Penalty: 3573.481201
	Iteration 64Q: 3 clusters Score -7416958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -7416954.500000 Penalty: 3573.481201
	Iteration 65Q: 3 clusters Score -7416954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -7416962.000000 Penalty: 3573.481201
	Iteration 66Q: 3 clusters Score -7416962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -7416964.000000 Penalty: 3573.481201
	Iteration 67Q: 3 clusters Score -7416964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -7416969.000000 Penalty: 3573.481201
	Iteration 68Q: 3 clusters Score -7416969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -7416963.500000 Penalty: 3573.481201
	Iteration 69Q: 3 clusters Score -7416964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -7416962.500000 Penalty: 3573.481201
	Iteration 70Q: 3 clusters Score -7416962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -7416970.000000 Penalty: 3573.481201
	Iteration 71Q: 3 clusters Score -7416970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -7416975.000000 Penalty: 3573.481201
	Iteration 72Q: 3 clusters Score -7416975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 58636 members 
Entering Unmasked Estep 
Score: -7416971.500000 Penalty: 3573.481201
	Iteration 73Q: 3 clusters Score -7416972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -7416974.500000 Penalty: 3573.481201
	Iteration 74Q: 3 clusters Score -7416974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -7416975.000000 Penalty: 3573.481201
	Iteration 75Q: 3 clusters Score -7416975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 58648 members 
Entering Unmasked Estep 
Score: -7416973.500000 Penalty: 3573.481201
	Iteration 76Q: 3 clusters Score -7416974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 58651 members 
Entering Unmasked Estep 
Score: -7416975.000000 Penalty: 3573.481201
	Iteration 77Q: 3 clusters Score -7416975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -7416976.500000 Penalty: 3573.481201
	Iteration 78Q: 3 clusters Score -7416976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -7416976.500000 Penalty: 3573.481201
	Iteration 79F: 3 clusters Score -7416976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57277 members 
Entering Unmasked Estep 
Score: -7138857.000000 Penalty: 1780.293823
	Iteration 0F: 2 clusters Score -7138857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -7100601.000000 Penalty: 3560.587646
	Iteration 0F: 3 clusters Score -7100601 nChanged 27107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -7115988.000000 Penalty: 3560.587646
	Iteration 1F: 3 clusters Score -7115988 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -7116308.500000 Penalty: 3560.587646
	Iteration 2Q: 3 clusters Score -7116308 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -7116666.000000 Penalty: 3560.587646
	Iteration 3Q: 3 clusters Score -7116666 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -7117103.000000 Penalty: 3560.587646
	Iteration 4Q: 3 clusters Score -7117103 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -7117681.500000 Penalty: 3560.587646
	Iteration 5Q: 3 clusters Score -7117682 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -7118543.000000 Penalty: 3560.587646
	Iteration 6Q: 3 clusters Score -7118543 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -7120110.000000 Penalty: 3560.587646
	Iteration 7F: 3 clusters Score -7120110 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -7122716.500000 Penalty: 3560.587646
	Iteration 8F: 3 clusters Score -7122716 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -7126650.500000 Penalty: 3560.587646
	Iteration 9F: 3 clusters Score -7126650 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -7131235.000000 Penalty: 3560.587646
	Iteration 10F: 3 clusters Score -7131235 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -7134774.000000 Penalty: 3560.587646
	Iteration 11F: 3 clusters Score -7134774 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -7136354.500000 Penalty: 3560.587646
	Iteration 12Q: 3 clusters Score -7136354 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -7136949.000000 Penalty: 3560.587646
	Iteration 13Q: 3 clusters Score -7136949 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -7137137.000000 Penalty: 3560.587646
	Iteration 14Q: 3 clusters Score -7137137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -7137212.000000 Penalty: 3560.587646
	Iteration 15Q: 3 clusters Score -7137212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -7137256.500000 Penalty: 3560.587646
	Iteration 16Q: 3 clusters Score -7137256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -7137261.500000 Penalty: 3560.587646
	Iteration 17Q: 3 clusters Score -7137262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -7137274.000000 Penalty: 3560.587646
	Iteration 18Q: 3 clusters Score -7137274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -7137270.000000 Penalty: 3560.587646
	Iteration 19Q: 3 clusters Score -7137270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -7137271.000000 Penalty: 3560.587646
	Iteration 20F: 3 clusters Score -7137271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -7137276.500000 Penalty: 3560.587646
	Iteration 21Q: 3 clusters Score -7137276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -7137278.500000 Penalty: 3560.587646
	Iteration 22Q: 3 clusters Score -7137278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -7137279.500000 Penalty: 3560.587646
	Iteration 23Q: 3 clusters Score -7137280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
Score: -7137285.500000 Penalty: 3560.587646
	Iteration 24Q: 3 clusters Score -7137286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
Score: -7137285.500000 Penalty: 3560.587646
	Iteration 25F: 3 clusters Score -7137286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Entering Unmasked Estep 
Score: -5516522.500000 Penalty: 1738.856689
	Iteration 0F: 2 clusters Score -5516522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -5486877.000000 Penalty: 3477.713379
	Iteration 0F: 3 clusters Score -5486877 nChanged 20618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -5498734.500000 Penalty: 3477.713379
	Iteration 1F: 3 clusters Score -5498734 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -5499373.000000 Penalty: 3477.713379
	Iteration 2Q: 3 clusters Score -5499373 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -5500132.000000 Penalty: 3477.713379
	Iteration 3Q: 3 clusters Score -5500132 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -5500904.500000 Penalty: 3477.713379
	Iteration 4Q: 3 clusters Score -5500904 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -5501803.000000 Penalty: 3477.713379
	Iteration 5Q: 3 clusters Score -5501803 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -5502857.000000 Penalty: 3477.713379
	Iteration 6Q: 3 clusters Score -5502857 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -5504239.000000 Penalty: 3477.713379
	Iteration 7F: 3 clusters Score -5504239 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -5505968.000000 Penalty: 3477.713379
	Iteration 8F: 3 clusters Score -5505968 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -5508102.500000 Penalty: 3477.713379
	Iteration 9F: 3 clusters Score -5508102 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -5509803.000000 Penalty: 3477.713379
	Iteration 10F: 3 clusters Score -5509803 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -5510614.500000 Penalty: 3477.713379
	Iteration 11Q: 3 clusters Score -5510614 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -5510984.000000 Penalty: 3477.713379
	Iteration 12Q: 3 clusters Score -5510984 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -5511158.500000 Penalty: 3477.713379
	Iteration 13Q: 3 clusters Score -5511158 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -5511273.000000 Penalty: 3477.713379
	Iteration 14Q: 3 clusters Score -5511273 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -5511421.000000 Penalty: 3477.713379
	Iteration 15Q: 3 clusters Score -5511421 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -5511515.500000 Penalty: 3477.713379
	Iteration 16Q: 3 clusters Score -5511516 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -5511652.000000 Penalty: 3477.713379
	Iteration 17Q: 3 clusters Score -5511652 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -5511802.500000 Penalty: 3477.713379
	Iteration 18Q: 3 clusters Score -5511802 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -5511891.000000 Penalty: 3477.713379
	Iteration 19Q: 3 clusters Score -5511891 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -5511979.500000 Penalty: 3477.713379
	Iteration 20F: 3 clusters Score -5511980 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -5512080.500000 Penalty: 3477.713379
	Iteration 21Q: 3 clusters Score -5512080 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -5512182.000000 Penalty: 3477.713379
	Iteration 22Q: 3 clusters Score -5512182 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -5512273.000000 Penalty: 3477.713379
	Iteration 23Q: 3 clusters Score -5512273 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -5512394.000000 Penalty: 3477.713379
	Iteration 24Q: 3 clusters Score -5512394 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -5512472.500000 Penalty: 3477.713379
	Iteration 25Q: 3 clusters Score -5512472 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -5512546.500000 Penalty: 3477.713379
	Iteration 26Q: 3 clusters Score -5512546 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -5512629.000000 Penalty: 3477.713379
	Iteration 27Q: 3 clusters Score -5512629 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -5512682.500000 Penalty: 3477.713379
	Iteration 28Q: 3 clusters Score -5512682 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -5512763.500000 Penalty: 3477.713379
	Iteration 29Q: 3 clusters Score -5512764 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -5512854.500000 Penalty: 3477.713379
	Iteration 30Q: 3 clusters Score -5512854 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -5512940.000000 Penalty: 3477.713379
	Iteration 31Q: 3 clusters Score -5512940 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -5513031.000000 Penalty: 3477.713379
	Iteration 32Q: 3 clusters Score -5513031 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -5513096.500000 Penalty: 3477.713379
	Iteration 33Q: 3 clusters Score -5513096 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -5513240.500000 Penalty: 3477.713379
	Iteration 34Q: 3 clusters Score -5513240 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -5513364.000000 Penalty: 3477.713379
	Iteration 35Q: 3 clusters Score -5513364 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -5513453.000000 Penalty: 3477.713379
	Iteration 36Q: 3 clusters Score -5513453 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -5513588.500000 Penalty: 3477.713379
	Iteration 37Q: 3 clusters Score -5513588 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -5513724.000000 Penalty: 3477.713379
	Iteration 38Q: 3 clusters Score -5513724 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -5513847.500000 Penalty: 3477.713379
	Iteration 39Q: 3 clusters Score -5513848 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -5513975.500000 Penalty: 3477.713379
	Iteration 40F: 3 clusters Score -5513976 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -5514111.000000 Penalty: 3477.713379
	Iteration 41Q: 3 clusters Score -5514111 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -5514228.500000 Penalty: 3477.713379
	Iteration 42Q: 3 clusters Score -5514228 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -5514341.000000 Penalty: 3477.713379
	Iteration 43Q: 3 clusters Score -5514341 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -5514466.000000 Penalty: 3477.713379
	Iteration 44Q: 3 clusters Score -5514466 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -5514581.500000 Penalty: 3477.713379
	Iteration 45Q: 3 clusters Score -5514582 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -5514651.500000 Penalty: 3477.713379
	Iteration 46Q: 3 clusters Score -5514652 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -5514756.500000 Penalty: 3477.713379
	Iteration 47Q: 3 clusters Score -5514756 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -5514825.000000 Penalty: 3477.713379
	Iteration 48Q: 3 clusters Score -5514825 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -5514879.500000 Penalty: 3477.713379
	Iteration 49Q: 3 clusters Score -5514880 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -5514962.000000 Penalty: 3477.713379
	Iteration 50Q: 3 clusters Score -5514962 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -5515051.000000 Penalty: 3477.713379
	Iteration 51Q: 3 clusters Score -5515051 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -5515112.000000 Penalty: 3477.713379
	Iteration 52Q: 3 clusters Score -5515112 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -5515156.500000 Penalty: 3477.713379
	Iteration 53Q: 3 clusters Score -5515156 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -5515191.500000 Penalty: 3477.713379
	Iteration 54Q: 3 clusters Score -5515192 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -5515233.000000 Penalty: 3477.713379
	Iteration 55Q: 3 clusters Score -5515233 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -5515262.000000 Penalty: 3477.713379
	Iteration 56Q: 3 clusters Score -5515262 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -5515281.500000 Penalty: 3477.713379
	Iteration 57Q: 3 clusters Score -5515282 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5515303.000000 Penalty: 3477.713379
	Iteration 58Q: 3 clusters Score -5515303 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5515320.500000 Penalty: 3477.713379
	Iteration 59Q: 3 clusters Score -5515320 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5515338.000000 Penalty: 3477.713379
	Iteration 60F: 3 clusters Score -5515338 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5515358.500000 Penalty: 3477.713379
	Iteration 61Q: 3 clusters Score -5515358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5515375.500000 Penalty: 3477.713379
	Iteration 62Q: 3 clusters Score -5515376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5515391.500000 Penalty: 3477.713379
	Iteration 63Q: 3 clusters Score -5515392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5515398.500000 Penalty: 3477.713379
	Iteration 64Q: 3 clusters Score -5515398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5515398.000000 Penalty: 3477.713379
	Iteration 65Q: 3 clusters Score -5515398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5515409.000000 Penalty: 3477.713379
	Iteration 66Q: 3 clusters Score -5515409 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5515421.500000 Penalty: 3477.713379
	Iteration 67Q: 3 clusters Score -5515422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5515435.500000 Penalty: 3477.713379
	Iteration 68Q: 3 clusters Score -5515436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5515441.000000 Penalty: 3477.713379
	Iteration 69Q: 3 clusters Score -5515441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5515441.000000 Penalty: 3477.713379
	Iteration 70Q: 3 clusters Score -5515441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5515457.000000 Penalty: 3477.713379
	Iteration 71Q: 3 clusters Score -5515457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5515450.500000 Penalty: 3477.713379
	Iteration 72Q: 3 clusters Score -5515450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -5515454.500000 Penalty: 3477.713379
	Iteration 73Q: 3 clusters Score -5515454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5515456.000000 Penalty: 3477.713379
	Iteration 74Q: 3 clusters Score -5515456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5515458.500000 Penalty: 3477.713379
	Iteration 75Q: 3 clusters Score -5515458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5515463.000000 Penalty: 3477.713379
	Iteration 76Q: 3 clusters Score -5515463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5515469.500000 Penalty: 3477.713379
	Iteration 77Q: 3 clusters Score -5515470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5515476.500000 Penalty: 3477.713379
	Iteration 78Q: 3 clusters Score -5515476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5515478.000000 Penalty: 3477.713379
	Iteration 79Q: 3 clusters Score -5515478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5515478.000000 Penalty: 3477.713379
	Iteration 80F: 3 clusters Score -5515478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5515479.000000 Penalty: 3477.713379
	Iteration 81Q: 3 clusters Score -5515479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5515471.000000 Penalty: 3477.713379
	Iteration 82Q: 3 clusters Score -5515471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5515479.000000 Penalty: 3477.713379
	Iteration 83Q: 3 clusters Score -5515479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5515481.500000 Penalty: 3477.713379
	Iteration 84Q: 3 clusters Score -5515482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5515472.500000 Penalty: 3477.713379
	Iteration 85Q: 3 clusters Score -5515472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5515476.000000 Penalty: 3477.713379
	Iteration 86Q: 3 clusters Score -5515476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5515477.000000 Penalty: 3477.713379
	Iteration 87Q: 3 clusters Score -5515477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5515477.000000 Penalty: 3477.713379
	Iteration 88Q: 3 clusters Score -5515477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5515471.500000 Penalty: 3477.713379
	Iteration 89Q: 3 clusters Score -5515472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5515468.500000 Penalty: 3477.713379
	Iteration 90Q: 3 clusters Score -5515468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5515470.000000 Penalty: 3477.713379
	Iteration 91Q: 3 clusters Score -5515470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5515471.000000 Penalty: 3477.713379
	Iteration 92Q: 3 clusters Score -5515471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5515472.000000 Penalty: 3477.713379
	Iteration 93Q: 3 clusters Score -5515472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5515472.000000 Penalty: 3477.713379
	Iteration 94F: 3 clusters Score -5515472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Entering Unmasked Estep 
Score: -5192305.000000 Penalty: 1728.899780
	Iteration 0F: 2 clusters Score -5192305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -5164439.000000 Penalty: 3457.799561
	Iteration 0F: 3 clusters Score -5164439 nChanged 19446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -5175503.500000 Penalty: 3457.799561
	Iteration 1F: 3 clusters Score -5175504 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -5176410.000000 Penalty: 3457.799561
	Iteration 2F: 3 clusters Score -5176410 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -5177852.000000 Penalty: 3457.799561
	Iteration 3F: 3 clusters Score -5177852 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -5180049.000000 Penalty: 3457.799561
	Iteration 4F: 3 clusters Score -5180049 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -5183149.500000 Penalty: 3457.799561
	Iteration 5F: 3 clusters Score -5183150 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -5186584.500000 Penalty: 3457.799561
	Iteration 6F: 3 clusters Score -5186584 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5189110.500000 Penalty: 3457.799561
	Iteration 7F: 3 clusters Score -5189110 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5190291.500000 Penalty: 3457.799561
	Iteration 8Q: 3 clusters Score -5190292 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5190712.500000 Penalty: 3457.799561
	Iteration 9Q: 3 clusters Score -5190712 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5190872.000000 Penalty: 3457.799561
	Iteration 10Q: 3 clusters Score -5190872 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5190946.000000 Penalty: 3457.799561
	Iteration 11Q: 3 clusters Score -5190946 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5191009.500000 Penalty: 3457.799561
	Iteration 12Q: 3 clusters Score -5191010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5191039.500000 Penalty: 3457.799561
	Iteration 13Q: 3 clusters Score -5191040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5191058.500000 Penalty: 3457.799561
	Iteration 14Q: 3 clusters Score -5191058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5191070.500000 Penalty: 3457.799561
	Iteration 15Q: 3 clusters Score -5191070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5191081.000000 Penalty: 3457.799561
	Iteration 16Q: 3 clusters Score -5191081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5191084.000000 Penalty: 3457.799561
	Iteration 17Q: 3 clusters Score -5191084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5191085.500000 Penalty: 3457.799561
	Iteration 18Q: 3 clusters Score -5191086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5191096.500000 Penalty: 3457.799561
	Iteration 19Q: 3 clusters Score -5191096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5191108.000000 Penalty: 3457.799561
	Iteration 20F: 3 clusters Score -5191108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5191109.000000 Penalty: 3457.799561
	Iteration 21Q: 3 clusters Score -5191109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5191117.500000 Penalty: 3457.799561
	Iteration 22Q: 3 clusters Score -5191118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5191117.500000 Penalty: 3457.799561
	Iteration 23Q: 3 clusters Score -5191118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5191114.500000 Penalty: 3457.799561
	Iteration 24Q: 3 clusters Score -5191114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5191114.500000 Penalty: 3457.799561
	Iteration 25F: 3 clusters Score -5191114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Entering Unmasked Estep 
Score: -5640140.500000 Penalty: 1742.455811
	Iteration 0F: 2 clusters Score -5640140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -5609684.500000 Penalty: 3484.911621
	Iteration 0F: 3 clusters Score -5609684 nChanged 21279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -5621840.000000 Penalty: 3484.911621
	Iteration 1F: 3 clusters Score -5621840 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -5622635.000000 Penalty: 3484.911621
	Iteration 2Q: 3 clusters Score -5622635 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -5623790.000000 Penalty: 3484.911621
	Iteration 3F: 3 clusters Score -5623790 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -5625458.000000 Penalty: 3484.911621
	Iteration 4F: 3 clusters Score -5625458 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -5627968.500000 Penalty: 3484.911621
	Iteration 5F: 3 clusters Score -5627968 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -5631282.000000 Penalty: 3484.911621
	Iteration 6F: 3 clusters Score -5631282 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -5634438.500000 Penalty: 3484.911621
	Iteration 7F: 3 clusters Score -5634438 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5636758.500000 Penalty: 3484.911621
	Iteration 8F: 3 clusters Score -5636758 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5637854.500000 Penalty: 3484.911621
	Iteration 9Q: 3 clusters Score -5637854 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5638280.500000 Penalty: 3484.911621
	Iteration 10Q: 3 clusters Score -5638280 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5638473.000000 Penalty: 3484.911621
	Iteration 11Q: 3 clusters Score -5638473 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5638553.000000 Penalty: 3484.911621
	Iteration 12Q: 3 clusters Score -5638553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5638576.500000 Penalty: 3484.911621
	Iteration 13Q: 3 clusters Score -5638576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5638609.500000 Penalty: 3484.911621
	Iteration 14Q: 3 clusters Score -5638610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5638618.500000 Penalty: 3484.911621
	Iteration 15Q: 3 clusters Score -5638618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5638622.500000 Penalty: 3484.911621
	Iteration 16Q: 3 clusters Score -5638622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5638628.500000 Penalty: 3484.911621
	Iteration 17Q: 3 clusters Score -5638628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5638634.500000 Penalty: 3484.911621
	Iteration 18Q: 3 clusters Score -5638634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5638637.500000 Penalty: 3484.911621
	Iteration 19Q: 3 clusters Score -5638638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5638637.000000 Penalty: 3484.911621
	Iteration 20F: 3 clusters Score -5638637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5638643.500000 Penalty: 3484.911621
	Iteration 21Q: 3 clusters Score -5638644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5638646.000000 Penalty: 3484.911621
	Iteration 22Q: 3 clusters Score -5638646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5638653.500000 Penalty: 3484.911621
	Iteration 23Q: 3 clusters Score -5638654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5638654.500000 Penalty: 3484.911621
	Iteration 24Q: 3 clusters Score -5638654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5638654.500000 Penalty: 3484.911621
	Iteration 25F: 3 clusters Score -5638654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (88364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88364 members 
Entering Unmasked Estep 
Score: -10941612.000000 Penalty: 1850.748291
	Iteration 0F: 2 clusters Score -1.094161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -10884530.000000 Penalty: 3701.496582
	Iteration 0F: 3 clusters Score -1.088453e+07 nChanged 42102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -10908402.000000 Penalty: 3701.496582
	Iteration 1F: 3 clusters Score -1.09084e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -10908804.000000 Penalty: 3701.496582
	Iteration 2Q: 3 clusters Score -1.09088e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -10909274.000000 Penalty: 3701.496582
	Iteration 3Q: 3 clusters Score -1.090927e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -10909721.000000 Penalty: 3701.496582
	Iteration 4Q: 3 clusters Score -1.090972e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -10910223.000000 Penalty: 3701.496582
	Iteration 5Q: 3 clusters Score -1.091022e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -10910811.000000 Penalty: 3701.496582
	Iteration 6Q: 3 clusters Score -1.091081e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -10911535.000000 Penalty: 3701.496582
	Iteration 7Q: 3 clusters Score -1.091154e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -10912768.000000 Penalty: 3701.496582
	Iteration 8Q: 3 clusters Score -1.091277e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -10914736.000000 Penalty: 3701.496582
	Iteration 9Q: 3 clusters Score -1.091474e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -10918045.000000 Penalty: 3701.496582
	Iteration 10F: 3 clusters Score -1.091804e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -10922227.000000 Penalty: 3701.496582
	Iteration 11F: 3 clusters Score -1.092223e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -10925585.000000 Penalty: 3701.496582
	Iteration 12F: 3 clusters Score -1.092558e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -10927133.000000 Penalty: 3701.496582
	Iteration 13Q: 3 clusters Score -1.092713e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -10927796.000000 Penalty: 3701.496582
	Iteration 14Q: 3 clusters Score -1.09278e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -10928264.000000 Penalty: 3701.496582
	Iteration 15Q: 3 clusters Score -1.092826e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 63784 members 
Entering Unmasked Estep 
Score: -10928756.000000 Penalty: 3701.496582
	Iteration 16Q: 3 clusters Score -1.092876e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 65628 members 
Entering Unmasked Estep 
Score: -10929222.000000 Penalty: 3701.496582
	Iteration 17Q: 3 clusters Score -1.092922e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 67464 members 
Entering Unmasked Estep 
Score: -10929784.000000 Penalty: 3701.496582
	Iteration 18Q: 3 clusters Score -1.092978e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 69372 members 
Entering Unmasked Estep 
Score: -10930480.000000 Penalty: 3701.496582
	Iteration 19Q: 3 clusters Score -1.093048e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 71262 members 
Entering Unmasked Estep 
Score: -10931168.000000 Penalty: 3701.496582
	Iteration 20F: 3 clusters Score -1.093117e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 73141 members 
Entering Unmasked Estep 
Score: -10931962.000000 Penalty: 3701.496582
	Iteration 21Q: 3 clusters Score -1.093196e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -10932663.000000 Penalty: 3701.496582
	Iteration 22Q: 3 clusters Score -1.093266e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 76611 members 
Entering Unmasked Estep 
Score: -10933471.000000 Penalty: 3701.496582
	Iteration 23Q: 3 clusters Score -1.093347e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 78235 members 
Entering Unmasked Estep 
Score: -10934161.000000 Penalty: 3701.496582
	Iteration 24Q: 3 clusters Score -1.093416e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 79695 members 
Entering Unmasked Estep 
Score: -10934868.000000 Penalty: 3701.496582
	Iteration 25Q: 3 clusters Score -1.093487e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 81001 members 
Entering Unmasked Estep 
Score: -10935489.000000 Penalty: 3701.496582
	Iteration 26Q: 3 clusters Score -1.093549e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 82159 members 
Entering Unmasked Estep 
Score: -10936048.000000 Penalty: 3701.496582
	Iteration 27Q: 3 clusters Score -1.093605e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 83146 members 
Entering Unmasked Estep 
Score: -10936559.000000 Penalty: 3701.496582
	Iteration 28Q: 3 clusters Score -1.093656e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 84024 members 
Entering Unmasked Estep 
Score: -10937067.000000 Penalty: 3701.496582
	Iteration 29Q: 3 clusters Score -1.093707e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 84747 members 
Entering Unmasked Estep 
Score: -10937536.000000 Penalty: 3701.496582
	Iteration 30Q: 3 clusters Score -1.093754e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 85378 members 
Entering Unmasked Estep 
Score: -10937978.000000 Penalty: 3701.496582
	Iteration 31Q: 3 clusters Score -1.093798e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 85914 members 
Entering Unmasked Estep 
Score: -10938356.000000 Penalty: 3701.496582
	Iteration 32Q: 3 clusters Score -1.093836e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 86345 members 
Entering Unmasked Estep 
Score: -10938688.000000 Penalty: 3701.496582
	Iteration 33Q: 3 clusters Score -1.093869e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 86693 members 
Entering Unmasked Estep 
Score: -10938982.000000 Penalty: 3701.496582
	Iteration 34Q: 3 clusters Score -1.093898e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 86958 members 
Entering Unmasked Estep 
Score: -10939189.000000 Penalty: 3701.496582
	Iteration 35Q: 3 clusters Score -1.093919e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 87142 members 
Entering Unmasked Estep 
Score: -10939325.000000 Penalty: 3701.496582
	Iteration 36Q: 3 clusters Score -1.093932e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 87270 members 
Entering Unmasked Estep 
Score: -10939435.000000 Penalty: 3701.496582
	Iteration 37Q: 3 clusters Score -1.093944e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 87384 members 
Entering Unmasked Estep 
Score: -10939537.000000 Penalty: 3701.496582
	Iteration 38Q: 3 clusters Score -1.093954e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 87453 members 
Entering Unmasked Estep 
Score: -10939578.000000 Penalty: 3701.496582
	Iteration 39Q: 3 clusters Score -1.093958e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 87513 members 
Entering Unmasked Estep 
Score: -10939653.000000 Penalty: 3701.496582
	Iteration 40F: 3 clusters Score -1.093965e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 87561 members 
Entering Unmasked Estep 
Score: -10939676.000000 Penalty: 3701.496582
	Iteration 41Q: 3 clusters Score -1.093968e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 87598 members 
Entering Unmasked Estep 
Score: -10939712.000000 Penalty: 3701.496582
	Iteration 42Q: 3 clusters Score -1.093971e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 87637 members 
Entering Unmasked Estep 
Score: -10939739.000000 Penalty: 3701.496582
	Iteration 43Q: 3 clusters Score -1.093974e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 87657 members 
Entering Unmasked Estep 
Score: -10939746.000000 Penalty: 3701.496582
	Iteration 44Q: 3 clusters Score -1.093975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -10939752.000000 Penalty: 3701.496582
	Iteration 45Q: 3 clusters Score -1.093975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 87687 members 
Entering Unmasked Estep 
Score: -10939767.000000 Penalty: 3701.496582
	Iteration 46Q: 3 clusters Score -1.093977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 87705 members 
Entering Unmasked Estep 
Score: -10939791.000000 Penalty: 3701.496582
	Iteration 47Q: 3 clusters Score -1.093979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 87710 members 
Entering Unmasked Estep 
Score: -10939794.000000 Penalty: 3701.496582
	Iteration 48Q: 3 clusters Score -1.093979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 87719 members 
Entering Unmasked Estep 
Score: -10939805.000000 Penalty: 3701.496582
	Iteration 49Q: 3 clusters Score -1.09398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 87726 members 
Entering Unmasked Estep 
Score: -10939810.000000 Penalty: 3701.496582
	Iteration 50Q: 3 clusters Score -1.093981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 87727 members 
Entering Unmasked Estep 
Score: -10939798.000000 Penalty: 3701.496582
	Iteration 51Q: 3 clusters Score -1.09398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 87734 members 
Entering Unmasked Estep 
Score: -10939799.000000 Penalty: 3701.496582
	Iteration 52Q: 3 clusters Score -1.09398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 87740 members 
Entering Unmasked Estep 
Score: -10939799.000000 Penalty: 3701.496582
	Iteration 53Q: 3 clusters Score -1.09398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 87746 members 
Entering Unmasked Estep 
Score: -10939798.000000 Penalty: 3701.496582
	Iteration 54Q: 3 clusters Score -1.09398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 87750 members 
Entering Unmasked Estep 
Score: -10939806.000000 Penalty: 3701.496582
	Iteration 55Q: 3 clusters Score -1.093981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 87756 members 
Entering Unmasked Estep 
Score: -10939816.000000 Penalty: 3701.496582
	Iteration 56Q: 3 clusters Score -1.093982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 87763 members 
Entering Unmasked Estep 
Score: -10939809.000000 Penalty: 3701.496582
	Iteration 57Q: 3 clusters Score -1.093981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -10939811.000000 Penalty: 3701.496582
	Iteration 58Q: 3 clusters Score -1.093981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -10939818.000000 Penalty: 3701.496582
	Iteration 59Q: 3 clusters Score -1.093982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -10939818.000000 Penalty: 3701.496582
	Iteration 60F: 3 clusters Score -1.093982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Entering Unmasked Estep 
Score: -948753.250000 Penalty: 1459.011841
	Iteration 0F: 2 clusters Score -948753.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -942918.500000 Penalty: 2918.023682
	Iteration 0F: 3 clusters Score -942918.5 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -944603.375000 Penalty: 2918.023682
	Iteration 1F: 3 clusters Score -944603.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -944826.562500 Penalty: 2918.023682
	Iteration 2F: 3 clusters Score -944826.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -945020.250000 Penalty: 2918.023682
	Iteration 3F: 3 clusters Score -945020.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -945204.937500 Penalty: 2918.023682
	Iteration 4Q: 3 clusters Score -945204.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -945379.812500 Penalty: 2918.023682
	Iteration 5Q: 3 clusters Score -945379.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -945593.250000 Penalty: 2918.023682
	Iteration 6Q: 3 clusters Score -945593.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -945815.937500 Penalty: 2918.023682
	Iteration 7Q: 3 clusters Score -945815.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -946049.125000 Penalty: 2918.023682
	Iteration 8Q: 3 clusters Score -946049.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -946252.812500 Penalty: 2918.023682
	Iteration 9Q: 3 clusters Score -946252.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -946424.812500 Penalty: 2918.023682
	Iteration 10Q: 3 clusters Score -946424.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -946586.312500 Penalty: 2918.023682
	Iteration 11Q: 3 clusters Score -946586.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -946705.937500 Penalty: 2918.023682
	Iteration 12Q: 3 clusters Score -946705.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -946802.437500 Penalty: 2918.023682
	Iteration 13Q: 3 clusters Score -946802.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -946877.312500 Penalty: 2918.023682
	Iteration 14Q: 3 clusters Score -946877.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -946939.562500 Penalty: 2918.023682
	Iteration 15Q: 3 clusters Score -946939.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -946987.875000 Penalty: 2918.023682
	Iteration 16Q: 3 clusters Score -946987.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -947020.625000 Penalty: 2918.023682
	Iteration 17Q: 3 clusters Score -947020.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -947051.812500 Penalty: 2918.023682
	Iteration 18Q: 3 clusters Score -947051.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -947085.937500 Penalty: 2918.023682
	Iteration 19Q: 3 clusters Score -947085.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -947113.937500 Penalty: 2918.023682
	Iteration 20F: 3 clusters Score -947113.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -947143.750000 Penalty: 2918.023682
	Iteration 21Q: 3 clusters Score -947143.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -947167.562500 Penalty: 2918.023682
	Iteration 22Q: 3 clusters Score -947167.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -947183.750000 Penalty: 2918.023682
	Iteration 23Q: 3 clusters Score -947183.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -947194.250000 Penalty: 2918.023682
	Iteration 24Q: 3 clusters Score -947194.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -947207.062500 Penalty: 2918.023682
	Iteration 25Q: 3 clusters Score -947207.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -947219.875000 Penalty: 2918.023682
	Iteration 26Q: 3 clusters Score -947219.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -947229.500000 Penalty: 2918.023682
	Iteration 27Q: 3 clusters Score -947229.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -947240.937500 Penalty: 2918.023682
	Iteration 28Q: 3 clusters Score -947240.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -947253.500000 Penalty: 2918.023682
	Iteration 29Q: 3 clusters Score -947253.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -947262.937500 Penalty: 2918.023682
	Iteration 30Q: 3 clusters Score -947262.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -947271.187500 Penalty: 2918.023682
	Iteration 31Q: 3 clusters Score -947271.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -947279.875000 Penalty: 2918.023682
	Iteration 32Q: 3 clusters Score -947279.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -947289.187500 Penalty: 2918.023682
	Iteration 33Q: 3 clusters Score -947289.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -947297.062500 Penalty: 2918.023682
	Iteration 34Q: 3 clusters Score -947297.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -947307.437500 Penalty: 2918.023682
	Iteration 35Q: 3 clusters Score -947307.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -947315.687500 Penalty: 2918.023682
	Iteration 36Q: 3 clusters Score -947315.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -947326.437500 Penalty: 2918.023682
	Iteration 37Q: 3 clusters Score -947326.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -947335.000000 Penalty: 2918.023682
	Iteration 38Q: 3 clusters Score -947335 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -947346.375000 Penalty: 2918.023682
	Iteration 39Q: 3 clusters Score -947346.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -947356.687500 Penalty: 2918.023682
	Iteration 40F: 3 clusters Score -947356.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -947364.125000 Penalty: 2918.023682
	Iteration 41Q: 3 clusters Score -947364.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -947372.250000 Penalty: 2918.023682
	Iteration 42Q: 3 clusters Score -947372.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -947375.437500 Penalty: 2918.023682
	Iteration 43Q: 3 clusters Score -947375.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -947389.250000 Penalty: 2918.023682
	Iteration 44Q: 3 clusters Score -947389.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -947399.812500 Penalty: 2918.023682
	Iteration 45Q: 3 clusters Score -947399.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -947412.812500 Penalty: 2918.023682
	Iteration 46Q: 3 clusters Score -947412.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -947428.687500 Penalty: 2918.023682
	Iteration 47Q: 3 clusters Score -947428.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -947442.000000 Penalty: 2918.023682
	Iteration 48Q: 3 clusters Score -947442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -947458.375000 Penalty: 2918.023682
	Iteration 49Q: 3 clusters Score -947458.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -947470.562500 Penalty: 2918.023682
	Iteration 50Q: 3 clusters Score -947470.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -947481.187500 Penalty: 2918.023682
	Iteration 51Q: 3 clusters Score -947481.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -947494.125000 Penalty: 2918.023682
	Iteration 52Q: 3 clusters Score -947494.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -947504.000000 Penalty: 2918.023682
	Iteration 53Q: 3 clusters Score -947504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -947509.625000 Penalty: 2918.023682
	Iteration 54Q: 3 clusters Score -947509.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -947517.937500 Penalty: 2918.023682
	Iteration 55Q: 3 clusters Score -947517.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -947527.500000 Penalty: 2918.023682
	Iteration 56Q: 3 clusters Score -947527.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -947530.250000 Penalty: 2918.023682
	Iteration 57Q: 3 clusters Score -947530.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -947537.750000 Penalty: 2918.023682
	Iteration 58Q: 3 clusters Score -947537.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -947540.375000 Penalty: 2918.023682
	Iteration 59Q: 3 clusters Score -947540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -947541.625000 Penalty: 2918.023682
	Iteration 60F: 3 clusters Score -947541.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -947543.375000 Penalty: 2918.023682
	Iteration 61Q: 3 clusters Score -947543.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -947543.687500 Penalty: 2918.023682
	Iteration 62Q: 3 clusters Score -947543.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -947543.062500 Penalty: 2918.023682
	Iteration 63Q: 3 clusters Score -947543.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -947543.062500 Penalty: 2918.023682
	Iteration 64F: 3 clusters Score -947543.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70308 members 
Entering Unmasked Estep 
Score: -8759591.000000 Penalty: 1813.604126
	Iteration 0F: 2 clusters Score -8759591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -8713742.000000 Penalty: 3627.208252
	Iteration 0F: 3 clusters Score -8713742 nChanged 33303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -8732646.000000 Penalty: 3627.208252
	Iteration 1F: 3 clusters Score -8732646 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -8733121.000000 Penalty: 3627.208252
	Iteration 2Q: 3 clusters Score -8733121 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -8733556.000000 Penalty: 3627.208252
	Iteration 3Q: 3 clusters Score -8733556 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -8734028.000000 Penalty: 3627.208252
	Iteration 4Q: 3 clusters Score -8734028 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -8734410.000000 Penalty: 3627.208252
	Iteration 5Q: 3 clusters Score -8734410 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -8734871.000000 Penalty: 3627.208252
	Iteration 6Q: 3 clusters Score -8734871 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -8735331.000000 Penalty: 3627.208252
	Iteration 7Q: 3 clusters Score -8735331 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -8735801.000000 Penalty: 3627.208252
	Iteration 8Q: 3 clusters Score -8735801 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -8736414.000000 Penalty: 3627.208252
	Iteration 9Q: 3 clusters Score -8736414 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -8737252.000000 Penalty: 3627.208252
	Iteration 10Q: 3 clusters Score -8737252 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -8738363.000000 Penalty: 3627.208252
	Iteration 11Q: 3 clusters Score -8738363 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -8739848.000000 Penalty: 3627.208252
	Iteration 12Q: 3 clusters Score -8739848 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -8741858.000000 Penalty: 3627.208252
	Iteration 13Q: 3 clusters Score -8741858 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -8744200.000000 Penalty: 3627.208252
	Iteration 14Q: 3 clusters Score -8744200 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50467 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -8746545.000000 Penalty: 3627.208252
	Iteration 15Q: 3 clusters Score -8746545 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -8748599.000000 Penalty: 3627.208252
	Iteration 16Q: 3 clusters Score -8748599 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -8749868.000000 Penalty: 3627.208252
	Iteration 17Q: 3 clusters Score -8749868 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55109 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -8750737.000000 Penalty: 3627.208252
	Iteration 18Q: 3 clusters Score -8750737 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -8751464.000000 Penalty: 3627.208252
	Iteration 19Q: 3 clusters Score -8751464 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -8752068.000000 Penalty: 3627.208252
	Iteration 20F: 3 clusters Score -8752068 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -8752626.000000 Penalty: 3627.208252
	Iteration 21Q: 3 clusters Score -8752626 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -8753138.000000 Penalty: 3627.208252
	Iteration 22Q: 3 clusters Score -8753138 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -8753662.000000 Penalty: 3627.208252
	Iteration 23Q: 3 clusters Score -8753662 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -8754087.000000 Penalty: 3627.208252
	Iteration 24Q: 3 clusters Score -8754087 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -8754494.000000 Penalty: 3627.208252
	Iteration 25Q: 3 clusters Score -8754494 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63292 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -8754914.000000 Penalty: 3627.208252
	Iteration 26Q: 3 clusters Score -8754914 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64028 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -8755310.000000 Penalty: 3627.208252
	Iteration 27Q: 3 clusters Score -8755310 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -8755647.000000 Penalty: 3627.208252
	Iteration 28Q: 3 clusters Score -8755647 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -8755912.000000 Penalty: 3627.208252
	Iteration 29Q: 3 clusters Score -8755912 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -8756166.000000 Penalty: 3627.208252
	Iteration 30Q: 3 clusters Score -8756166 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -8756438.000000 Penalty: 3627.208252
	Iteration 31Q: 3 clusters Score -8756438 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66849 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -8756701.000000 Penalty: 3627.208252
	Iteration 32Q: 3 clusters Score -8756701 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67301 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -8756912.000000 Penalty: 3627.208252
	Iteration 33Q: 3 clusters Score -8756912 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8757142.000000 Penalty: 3627.208252
	Iteration 34Q: 3 clusters Score -8757142 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68067 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -8757301.000000 Penalty: 3627.208252
	Iteration 35Q: 3 clusters Score -8757301 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68367 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8757446.000000 Penalty: 3627.208252
	Iteration 36Q: 3 clusters Score -8757446 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8757569.000000 Penalty: 3627.208252
	Iteration 37Q: 3 clusters Score -8757569 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8757674.000000 Penalty: 3627.208252
	Iteration 38Q: 3 clusters Score -8757674 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8757722.000000 Penalty: 3627.208252
	Iteration 39Q: 3 clusters Score -8757722 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69042 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8757774.000000 Penalty: 3627.208252
	Iteration 40F: 3 clusters Score -8757774 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69140 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8757806.000000 Penalty: 3627.208252
	Iteration 41Q: 3 clusters Score -8757806 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8757869.000000 Penalty: 3627.208252
	Iteration 42Q: 3 clusters Score -8757869 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69305 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8757893.000000 Penalty: 3627.208252
	Iteration 43Q: 3 clusters Score -8757893 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69356 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8757910.000000 Penalty: 3627.208252
	Iteration 44Q: 3 clusters Score -8757910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8757927.000000 Penalty: 3627.208252
	Iteration 45Q: 3 clusters Score -8757927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69428 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8757952.000000 Penalty: 3627.208252
	Iteration 46Q: 3 clusters Score -8757952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69456 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8757968.000000 Penalty: 3627.208252
	Iteration 47Q: 3 clusters Score -8757968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8757981.000000 Penalty: 3627.208252
	Iteration 48Q: 3 clusters Score -8757981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8758007.000000 Penalty: 3627.208252
	Iteration 49Q: 3 clusters Score -8758007 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8758030.000000 Penalty: 3627.208252
	Iteration 50Q: 3 clusters Score -8758030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8758041.000000 Penalty: 3627.208252
	Iteration 51Q: 3 clusters Score -8758041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8758052.000000 Penalty: 3627.208252
	Iteration 52Q: 3 clusters Score -8758052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69597 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8758060.000000 Penalty: 3627.208252
	Iteration 53Q: 3 clusters Score -8758060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69607 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8758060.000000 Penalty: 3627.208252
	Iteration 54Q: 3 clusters Score -8758060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69617 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8758073.000000 Penalty: 3627.208252
	Iteration 55Q: 3 clusters Score -8758073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69625 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8758073.000000 Penalty: 3627.208252
	Iteration 56Q: 3 clusters Score -8758073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69635 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8758069.000000 Penalty: 3627.208252
	Iteration 57Q: 3 clusters Score -8758069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8758074.000000 Penalty: 3627.208252
	Iteration 58Q: 3 clusters Score -8758074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69654 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8758091.000000 Penalty: 3627.208252
	Iteration 59Q: 3 clusters Score -8758091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69662 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8758093.000000 Penalty: 3627.208252
	Iteration 60F: 3 clusters Score -8758093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69670 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8758094.000000 Penalty: 3627.208252
	Iteration 61Q: 3 clusters Score -8758094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8758103.000000 Penalty: 3627.208252
	Iteration 62Q: 3 clusters Score -8758103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8758105.000000 Penalty: 3627.208252
	Iteration 63Q: 3 clusters Score -8758105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8758105.000000 Penalty: 3627.208252
	Iteration 64Q: 3 clusters Score -8758105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69685 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8758111.000000 Penalty: 3627.208252
	Iteration 65Q: 3 clusters Score -8758111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69687 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8758107.000000 Penalty: 3627.208252
	Iteration 66Q: 3 clusters Score -8758107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69689 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8758098.000000 Penalty: 3627.208252
	Iteration 67Q: 3 clusters Score -8758098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8758111.000000 Penalty: 3627.208252
	Iteration 68Q: 3 clusters Score -8758111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69694 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8758113.000000 Penalty: 3627.208252
	Iteration 69Q: 3 clusters Score -8758113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69695 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8758112.000000 Penalty: 3627.208252
	Iteration 70Q: 3 clusters Score -8758112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69697 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8758114.000000 Penalty: 3627.208252
	Iteration 71Q: 3 clusters Score -8758114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69700 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8758117.000000 Penalty: 3627.208252
	Iteration 72Q: 3 clusters Score -8758117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69703 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8758121.000000 Penalty: 3627.208252
	Iteration 73Q: 3 clusters Score -8758121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69705 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8758120.000000 Penalty: 3627.208252
	Iteration 74Q: 3 clusters Score -8758120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69706 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8758125.000000 Penalty: 3627.208252
	Iteration 75Q: 3 clusters Score -8758125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69709 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8758119.000000 Penalty: 3627.208252
	Iteration 76Q: 3 clusters Score -8758119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8758122.000000 Penalty: 3627.208252
	Iteration 77Q: 3 clusters Score -8758122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8758120.000000 Penalty: 3627.208252
	Iteration 78Q: 3 clusters Score -8758120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8758127.000000 Penalty: 3627.208252
	Iteration 79Q: 3 clusters Score -8758127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69724 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8758122.000000 Penalty: 3627.208252
	Iteration 80F: 3 clusters Score -8758122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69727 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8758124.000000 Penalty: 3627.208252
	Iteration 81Q: 3 clusters Score -8758124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69729 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8758123.000000 Penalty: 3627.208252
	Iteration 82Q: 3 clusters Score -8758123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8758128.000000 Penalty: 3627.208252
	Iteration 83Q: 3 clusters Score -8758128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69737 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8758137.000000 Penalty: 3627.208252
	Iteration 84Q: 3 clusters Score -8758137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69739 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8758141.000000 Penalty: 3627.208252
	Iteration 85Q: 3 clusters Score -8758141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8758143.000000 Penalty: 3627.208252
	Iteration 86Q: 3 clusters Score -8758143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8758141.000000 Penalty: 3627.208252
	Iteration 87Q: 3 clusters Score -8758141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69744 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8758140.000000 Penalty: 3627.208252
	Iteration 88Q: 3 clusters Score -8758140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69744 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8758140.000000 Penalty: 3627.208252
	Iteration 89F: 3 clusters Score -8758140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (80132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80132 members 
Entering Unmasked Estep 
Score: -9954920.000000 Penalty: 1834.857422
	Iteration 0F: 2 clusters Score -9954920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -9903223.000000 Penalty: 3669.714844
	Iteration 0F: 3 clusters Score -9903223 nChanged 38057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -9925724.000000 Penalty: 3669.714844
	Iteration 1F: 3 clusters Score -9925724 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -9927005.000000 Penalty: 3669.714844
	Iteration 2Q: 3 clusters Score -9927005 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -9928898.000000 Penalty: 3669.714844
	Iteration 3Q: 3 clusters Score -9928898 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -9931428.000000 Penalty: 3669.714844
	Iteration 4F: 3 clusters Score -9931428 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -9934183.000000 Penalty: 3669.714844
	Iteration 5F: 3 clusters Score -9934183 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -9936940.000000 Penalty: 3669.714844
	Iteration 6F: 3 clusters Score -9936940 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 63092 members 
Entering Unmasked Estep 
Score: -9939900.000000 Penalty: 3669.714844
	Iteration 7F: 3 clusters Score -9939900 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -9943116.000000 Penalty: 3669.714844
	Iteration 8F: 3 clusters Score -9943116 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 71675 members 
Entering Unmasked Estep 
Score: -9946311.000000 Penalty: 3669.714844
	Iteration 9F: 3 clusters Score -9946311 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 75037 members 
Entering Unmasked Estep 
Score: -9949038.000000 Penalty: 3669.714844
	Iteration 10Q: 3 clusters Score -9949038 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 77332 members 
Entering Unmasked Estep 
Score: -9951117.000000 Penalty: 3669.714844
	Iteration 11Q: 3 clusters Score -9951117 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 78581 members 
Entering Unmasked Estep 
Score: -9952160.000000 Penalty: 3669.714844
	Iteration 12Q: 3 clusters Score -9952160 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -9952715.000000 Penalty: 3669.714844
	Iteration 13Q: 3 clusters Score -9952715 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 79475 members 
Entering Unmasked Estep 
Score: -9952963.000000 Penalty: 3669.714844
	Iteration 14Q: 3 clusters Score -9952963 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 79611 members 
Entering Unmasked Estep 
Score: -9953089.000000 Penalty: 3669.714844
	Iteration 15Q: 3 clusters Score -9953089 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 79671 members 
Entering Unmasked Estep 
Score: -9953154.000000 Penalty: 3669.714844
	Iteration 16Q: 3 clusters Score -9953154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 79702 members 
Entering Unmasked Estep 
Score: -9953181.000000 Penalty: 3669.714844
	Iteration 17Q: 3 clusters Score -9953181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 79723 members 
Entering Unmasked Estep 
Score: -9953211.000000 Penalty: 3669.714844
	Iteration 18Q: 3 clusters Score -9953211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -9953229.000000 Penalty: 3669.714844
	Iteration 19Q: 3 clusters Score -9953229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 79746 members 
Entering Unmasked Estep 
Score: -9953250.000000 Penalty: 3669.714844
	Iteration 20F: 3 clusters Score -9953250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 79755 members 
Entering Unmasked Estep 
Score: -9953272.000000 Penalty: 3669.714844
	Iteration 21Q: 3 clusters Score -9953272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -9953272.000000 Penalty: 3669.714844
	Iteration 22Q: 3 clusters Score -9953272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 79770 members 
Entering Unmasked Estep 
Score: -9953294.000000 Penalty: 3669.714844
	Iteration 23Q: 3 clusters Score -9953294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -9953295.000000 Penalty: 3669.714844
	Iteration 24Q: 3 clusters Score -9953295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -9953306.000000 Penalty: 3669.714844
	Iteration 25Q: 3 clusters Score -9953306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -9953316.000000 Penalty: 3669.714844
	Iteration 26Q: 3 clusters Score -9953316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 79784 members 
Entering Unmasked Estep 
Score: -9953309.000000 Penalty: 3669.714844
	Iteration 27Q: 3 clusters Score -9953309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 79786 members 
Entering Unmasked Estep 
Score: -9953311.000000 Penalty: 3669.714844
	Iteration 28Q: 3 clusters Score -9953311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 79787 members 
Entering Unmasked Estep 
Score: -9953310.000000 Penalty: 3669.714844
	Iteration 29Q: 3 clusters Score -9953310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 79788 members 
Entering Unmasked Estep 
Score: -9953308.000000 Penalty: 3669.714844
	Iteration 30Q: 3 clusters Score -9953308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -9953313.000000 Penalty: 3669.714844
	Iteration 31Q: 3 clusters Score -9953313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -9953316.000000 Penalty: 3669.714844
	Iteration 32Q: 3 clusters Score -9953316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -9953322.000000 Penalty: 3669.714844
	Iteration 33Q: 3 clusters Score -9953322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 79793 members 
Entering Unmasked Estep 
Score: -9953318.000000 Penalty: 3669.714844
	Iteration 34Q: 3 clusters Score -9953318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -9953318.000000 Penalty: 3669.714844
	Iteration 35Q: 3 clusters Score -9953318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -9953318.000000 Penalty: 3669.714844
	Iteration 36F: 3 clusters Score -9953318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Entering Unmasked Estep 
Score: -614432.312500 Penalty: 1383.653442
	Iteration 0F: 2 clusters Score -614432.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -610469.687500 Penalty: 2767.306885
	Iteration 0F: 3 clusters Score -610469.7 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -611532.500000 Penalty: 2767.306885
	Iteration 1F: 3 clusters Score -611532.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -611680.812500 Penalty: 2767.306885
	Iteration 2F: 3 clusters Score -611680.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -611789.375000 Penalty: 2767.306885
	Iteration 3Q: 3 clusters Score -611789.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -611871.562500 Penalty: 2767.306885
	Iteration 4Q: 3 clusters Score -611871.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -611951.687500 Penalty: 2767.306885
	Iteration 5Q: 3 clusters Score -611951.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -612042.750000 Penalty: 2767.306885
	Iteration 6Q: 3 clusters Score -612042.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -612163.312500 Penalty: 2767.306885
	Iteration 7Q: 3 clusters Score -612163.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -612306.812500 Penalty: 2767.306885
	Iteration 8Q: 3 clusters Score -612306.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -612453.875000 Penalty: 2767.306885
	Iteration 9Q: 3 clusters Score -612453.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -612612.250000 Penalty: 2767.306885
	Iteration 10Q: 3 clusters Score -612612.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -612794.187500 Penalty: 2767.306885
	Iteration 11Q: 3 clusters Score -612794.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -612991.687500 Penalty: 2767.306885
	Iteration 12Q: 3 clusters Score -612991.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -613157.625000 Penalty: 2767.306885
	Iteration 13Q: 3 clusters Score -613157.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -613269.187500 Penalty: 2767.306885
	Iteration 14Q: 3 clusters Score -613269.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -613354.500000 Penalty: 2767.306885
	Iteration 15Q: 3 clusters Score -613354.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -613416.437500 Penalty: 2767.306885
	Iteration 16Q: 3 clusters Score -613416.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -613477.125000 Penalty: 2767.306885
	Iteration 17Q: 3 clusters Score -613477.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -613516.125000 Penalty: 2767.306885
	Iteration 18Q: 3 clusters Score -613516.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -613545.062500 Penalty: 2767.306885
	Iteration 19Q: 3 clusters Score -613545.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -613568.062500 Penalty: 2767.306885
	Iteration 20F: 3 clusters Score -613568.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -613589.687500 Penalty: 2767.306885
	Iteration 21Q: 3 clusters Score -613589.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -613607.375000 Penalty: 2767.306885
	Iteration 22Q: 3 clusters Score -613607.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -613619.437500 Penalty: 2767.306885
	Iteration 23Q: 3 clusters Score -613619.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -613628.000000 Penalty: 2767.306885
	Iteration 24Q: 3 clusters Score -613628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -613632.312500 Penalty: 2767.306885
	Iteration 25Q: 3 clusters Score -613632.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -613636.625000 Penalty: 2767.306885
	Iteration 26Q: 3 clusters Score -613636.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -613639.312500 Penalty: 2767.306885
	Iteration 27Q: 3 clusters Score -613639.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -613644.312500 Penalty: 2767.306885
	Iteration 28Q: 3 clusters Score -613644.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -613649.687500 Penalty: 2767.306885
	Iteration 29Q: 3 clusters Score -613649.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -613656.875000 Penalty: 2767.306885
	Iteration 30Q: 3 clusters Score -613656.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -613667.000000 Penalty: 2767.306885
	Iteration 31Q: 3 clusters Score -613667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -613672.250000 Penalty: 2767.306885
	Iteration 32Q: 3 clusters Score -613672.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -613675.562500 Penalty: 2767.306885
	Iteration 33Q: 3 clusters Score -613675.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -613679.125000 Penalty: 2767.306885
	Iteration 34Q: 3 clusters Score -613679.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -613679.937500 Penalty: 2767.306885
	Iteration 35Q: 3 clusters Score -613679.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -613681.812500 Penalty: 2767.306885
	Iteration 36Q: 3 clusters Score -613681.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -613682.125000 Penalty: 2767.306885
	Iteration 37Q: 3 clusters Score -613682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -613683.250000 Penalty: 2767.306885
	Iteration 38Q: 3 clusters Score -613683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -613684.437500 Penalty: 2767.306885
	Iteration 39Q: 3 clusters Score -613684.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -613684.250000 Penalty: 2767.306885
	Iteration 40F: 3 clusters Score -613684.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -266641.156250 Penalty: 1244.845093
	Iteration 0F: 2 clusters Score -266641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -264466.000000 Penalty: 2489.690186
	Iteration 0F: 3 clusters Score -264466 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -264934.937500 Penalty: 2489.690186
	Iteration 1F: 3 clusters Score -264934.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -265047.187500 Penalty: 2489.690186
	Iteration 2F: 3 clusters Score -265047.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -265122.312500 Penalty: 2489.690186
	Iteration 3Q: 3 clusters Score -265122.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -265171.218750 Penalty: 2489.690186
	Iteration 4Q: 3 clusters Score -265171.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -265191.906250 Penalty: 2489.690186
	Iteration 5Q: 3 clusters Score -265191.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -265206.718750 Penalty: 2489.690186
	Iteration 6Q: 3 clusters Score -265206.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -265219.062500 Penalty: 2489.690186
	Iteration 7Q: 3 clusters Score -265219.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -265231.406250 Penalty: 2489.690186
	Iteration 8Q: 3 clusters Score -265231.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -265241.343750 Penalty: 2489.690186
	Iteration 9Q: 3 clusters Score -265241.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -265249.031250 Penalty: 2489.690186
	Iteration 10Q: 3 clusters Score -265249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -265254.437500 Penalty: 2489.690186
	Iteration 11Q: 3 clusters Score -265254.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -265258.656250 Penalty: 2489.690186
	Iteration 12Q: 3 clusters Score -265258.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -265260.687500 Penalty: 2489.690186
	Iteration 13Q: 3 clusters Score -265260.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -265261.593750 Penalty: 2489.690186
	Iteration 14Q: 3 clusters Score -265261.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -265261.593750 Penalty: 2489.690186
	Iteration 15F: 3 clusters Score -265261.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -96728.976562 Penalty: 1084.205322
	Iteration 0F: 2 clusters Score -96728.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95446.460938 Penalty: 2168.410645
	Iteration 0F: 3 clusters Score -95446.46 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95651.507812 Penalty: 2168.410645
	Iteration 1F: 3 clusters Score -95651.51 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95703.554688 Penalty: 2168.410645
	Iteration 2F: 3 clusters Score -95703.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95721.484375 Penalty: 2168.410645
	Iteration 3Q: 3 clusters Score -95721.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -95729.710938 Penalty: 2168.410645
	Iteration 4Q: 3 clusters Score -95729.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -95740.132812 Penalty: 2168.410645
	Iteration 5Q: 3 clusters Score -95740.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95748.812500 Penalty: 2168.410645
	Iteration 6Q: 3 clusters Score -95748.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95758.679688 Penalty: 2168.410645
	Iteration 7Q: 3 clusters Score -95758.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -95764.593750 Penalty: 2168.410645
	Iteration 8Q: 3 clusters Score -95764.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -95772.609375 Penalty: 2168.410645
	Iteration 9Q: 3 clusters Score -95772.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95778.960938 Penalty: 2168.410645
	Iteration 10Q: 3 clusters Score -95778.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95782.742188 Penalty: 2168.410645
	Iteration 11Q: 3 clusters Score -95782.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95784.710938 Penalty: 2168.410645
	Iteration 12Q: 3 clusters Score -95784.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95785.148438 Penalty: 2168.410645
	Iteration 13Q: 3 clusters Score -95785.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95785.148438 Penalty: 2168.410645
	Iteration 14F: 3 clusters Score -95785.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56104.304688 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56104.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55177.105469 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55177.11 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55290.652344 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55290.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55330.617188 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -55330.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55341.250000 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55341.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -55348.562500 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55348.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55353.804688 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55353.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55358.976562 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -55358.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55364.730469 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -55364.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55366.003906 Penalty: 1890.561035
	Iteration 8Q: 3 clusters Score -55366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55366.003906 Penalty: 1890.561035
	Iteration 9F: 3 clusters Score -55366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Entering Unmasked Estep 
Score: -2891308.500000 Penalty: 1637.836670
	Iteration 0F: 2 clusters Score -2891308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2874974.750000 Penalty: 3275.673340
	Iteration 0F: 3 clusters Score -2874975 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2880878.750000 Penalty: 3275.673340
	Iteration 1F: 3 clusters Score -2880879 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2881209.250000 Penalty: 3275.673340
	Iteration 2Q: 3 clusters Score -2881209 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2881525.000000 Penalty: 3275.673340
	Iteration 3Q: 3 clusters Score -2881525 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2881924.750000 Penalty: 3275.673340
	Iteration 4Q: 3 clusters Score -2881925 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2882494.000000 Penalty: 3275.673340
	Iteration 5F: 3 clusters Score -2882494 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2883388.500000 Penalty: 3275.673340
	Iteration 6F: 3 clusters Score -2883388 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2884644.000000 Penalty: 3275.673340
	Iteration 7F: 3 clusters Score -2884644 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2886237.750000 Penalty: 3275.673340
	Iteration 8F: 3 clusters Score -2886238 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2887776.000000 Penalty: 3275.673340
	Iteration 9F: 3 clusters Score -2887776 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2888845.250000 Penalty: 3275.673340
	Iteration 10Q: 3 clusters Score -2888845 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2889451.500000 Penalty: 3275.673340
	Iteration 11Q: 3 clusters Score -2889452 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2889678.250000 Penalty: 3275.673340
	Iteration 12Q: 3 clusters Score -2889678 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2889780.000000 Penalty: 3275.673340
	Iteration 13Q: 3 clusters Score -2889780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2889832.750000 Penalty: 3275.673340
	Iteration 14Q: 3 clusters Score -2889833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2889861.250000 Penalty: 3275.673340
	Iteration 15Q: 3 clusters Score -2889861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2889881.750000 Penalty: 3275.673340
	Iteration 16Q: 3 clusters Score -2889882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2889900.250000 Penalty: 3275.673340
	Iteration 17Q: 3 clusters Score -2889900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2889909.750000 Penalty: 3275.673340
	Iteration 18Q: 3 clusters Score -2889910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2889920.500000 Penalty: 3275.673340
	Iteration 19Q: 3 clusters Score -2889920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2889925.500000 Penalty: 3275.673340
	Iteration 20F: 3 clusters Score -2889926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2889926.250000 Penalty: 3275.673340
	Iteration 21Q: 3 clusters Score -2889926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2889928.750000 Penalty: 3275.673340
	Iteration 22Q: 3 clusters Score -2889929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2889930.500000 Penalty: 3275.673340
	Iteration 23Q: 3 clusters Score -2889930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2889930.500000 Penalty: 3275.673340
	Iteration 24F: 3 clusters Score -2889930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (86147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86147 members 
Entering Unmasked Estep 
Score: -10665491.000000 Penalty: 1846.619263
	Iteration 0F: 2 clusters Score -1.066549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -10610126.000000 Penalty: 3693.238525
	Iteration 0F: 3 clusters Score -1.061013e+07 nChanged 41021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -10633819.000000 Penalty: 3693.238525
	Iteration 1F: 3 clusters Score -1.063382e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -10634625.000000 Penalty: 3693.238525
	Iteration 2Q: 3 clusters Score -1.063462e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -10635792.000000 Penalty: 3693.238525
	Iteration 3Q: 3 clusters Score -1.063579e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -10637638.000000 Penalty: 3693.238525
	Iteration 4Q: 3 clusters Score -1.063764e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -10640048.000000 Penalty: 3693.238525
	Iteration 5Q: 3 clusters Score -1.064005e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -10643068.000000 Penalty: 3693.238525
	Iteration 6F: 3 clusters Score -1.064307e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -10646361.000000 Penalty: 3693.238525
	Iteration 7F: 3 clusters Score -1.064636e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -10649678.000000 Penalty: 3693.238525
	Iteration 8F: 3 clusters Score -1.064968e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -10652852.000000 Penalty: 3693.238525
	Iteration 9F: 3 clusters Score -1.065285e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -10655574.000000 Penalty: 3693.238525
	Iteration 10F: 3 clusters Score -1.065557e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -10657339.000000 Penalty: 3693.238525
	Iteration 11Q: 3 clusters Score -1.065734e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -10658129.000000 Penalty: 3693.238525
	Iteration 12Q: 3 clusters Score -1.065813e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -10658402.000000 Penalty: 3693.238525
	Iteration 13Q: 3 clusters Score -1.06584e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -10658593.000000 Penalty: 3693.238525
	Iteration 14Q: 3 clusters Score -1.065859e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -10658657.000000 Penalty: 3693.238525
	Iteration 15Q: 3 clusters Score -1.065866e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -10658812.000000 Penalty: 3693.238525
	Iteration 16Q: 3 clusters Score -1.065881e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -10658964.000000 Penalty: 3693.238525
	Iteration 17Q: 3 clusters Score -1.065896e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -10659037.000000 Penalty: 3693.238525
	Iteration 18Q: 3 clusters Score -1.065904e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -10659099.000000 Penalty: 3693.238525
	Iteration 19Q: 3 clusters Score -1.06591e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -10659192.000000 Penalty: 3693.238525
	Iteration 20F: 3 clusters Score -1.065919e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -10659259.000000 Penalty: 3693.238525
	Iteration 21Q: 3 clusters Score -1.065926e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -10659288.000000 Penalty: 3693.238525
	Iteration 22Q: 3 clusters Score -1.065929e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -10659370.000000 Penalty: 3693.238525
	Iteration 23Q: 3 clusters Score -1.065937e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -10659410.000000 Penalty: 3693.238525
	Iteration 24Q: 3 clusters Score -1.065941e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -10659423.000000 Penalty: 3693.238525
	Iteration 25Q: 3 clusters Score -1.065942e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -10659477.000000 Penalty: 3693.238525
	Iteration 26Q: 3 clusters Score -1.065948e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -10659521.000000 Penalty: 3693.238525
	Iteration 27Q: 3 clusters Score -1.065952e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -10659509.000000 Penalty: 3693.238525
	Iteration 28Q: 3 clusters Score -1.065951e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -10659517.000000 Penalty: 3693.238525
	Iteration 29Q: 3 clusters Score -1.065952e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -10659570.000000 Penalty: 3693.238525
	Iteration 30Q: 3 clusters Score -1.065957e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -10659618.000000 Penalty: 3693.238525
	Iteration 31Q: 3 clusters Score -1.065962e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -10659627.000000 Penalty: 3693.238525
	Iteration 32Q: 3 clusters Score -1.065963e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -10659664.000000 Penalty: 3693.238525
	Iteration 33Q: 3 clusters Score -1.065966e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -10659694.000000 Penalty: 3693.238525
	Iteration 34Q: 3 clusters Score -1.065969e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -10659707.000000 Penalty: 3693.238525
	Iteration 35Q: 3 clusters Score -1.065971e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -10659733.000000 Penalty: 3693.238525
	Iteration 36Q: 3 clusters Score -1.065973e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -10659737.000000 Penalty: 3693.238525
	Iteration 37Q: 3 clusters Score -1.065974e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -10659769.000000 Penalty: 3693.238525
	Iteration 38Q: 3 clusters Score -1.065977e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -10659809.000000 Penalty: 3693.238525
	Iteration 39Q: 3 clusters Score -1.065981e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -10659816.000000 Penalty: 3693.238525
	Iteration 40F: 3 clusters Score -1.065982e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -10659832.000000 Penalty: 3693.238525
	Iteration 41Q: 3 clusters Score -1.065983e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -10659840.000000 Penalty: 3693.238525
	Iteration 42Q: 3 clusters Score -1.065984e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -10659855.000000 Penalty: 3693.238525
	Iteration 43Q: 3 clusters Score -1.065986e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -10659873.000000 Penalty: 3693.238525
	Iteration 44Q: 3 clusters Score -1.065987e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -10659878.000000 Penalty: 3693.238525
	Iteration 45Q: 3 clusters Score -1.065988e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -10659877.000000 Penalty: 3693.238525
	Iteration 46Q: 3 clusters Score -1.065988e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -10659894.000000 Penalty: 3693.238525
	Iteration 47Q: 3 clusters Score -1.065989e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -10659909.000000 Penalty: 3693.238525
	Iteration 48Q: 3 clusters Score -1.065991e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -10659887.000000 Penalty: 3693.238525
	Iteration 49Q: 3 clusters Score -1.065989e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -10659886.000000 Penalty: 3693.238525
	Iteration 50Q: 3 clusters Score -1.065989e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -10659910.000000 Penalty: 3693.238525
	Iteration 51Q: 3 clusters Score -1.065991e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -10659917.000000 Penalty: 3693.238525
	Iteration 52Q: 3 clusters Score -1.065992e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -10659940.000000 Penalty: 3693.238525
	Iteration 53Q: 3 clusters Score -1.065994e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -10659928.000000 Penalty: 3693.238525
	Iteration 54Q: 3 clusters Score -1.065993e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -10659955.000000 Penalty: 3693.238525
	Iteration 55Q: 3 clusters Score -1.065996e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -10659960.000000 Penalty: 3693.238525
	Iteration 56Q: 3 clusters Score -1.065996e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -10659959.000000 Penalty: 3693.238525
	Iteration 57Q: 3 clusters Score -1.065996e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -10659980.000000 Penalty: 3693.238525
	Iteration 58Q: 3 clusters Score -1.065998e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -10660000.000000 Penalty: 3693.238525
	Iteration 59Q: 3 clusters Score -1.066e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -10659974.000000 Penalty: 3693.238525
	Iteration 60F: 3 clusters Score -1.065997e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -10659998.000000 Penalty: 3693.238525
	Iteration 61Q: 3 clusters Score -1.066e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -10659979.000000 Penalty: 3693.238525
	Iteration 62Q: 3 clusters Score -1.065998e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -10660013.000000 Penalty: 3693.238525
	Iteration 63Q: 3 clusters Score -1.066001e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -10660019.000000 Penalty: 3693.238525
	Iteration 64Q: 3 clusters Score -1.066002e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -10660015.000000 Penalty: 3693.238525
	Iteration 65Q: 3 clusters Score -1.066002e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -10660026.000000 Penalty: 3693.238525
	Iteration 66Q: 3 clusters Score -1.066003e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -10659986.000000 Penalty: 3693.238525
	Iteration 67Q: 3 clusters Score -1.065999e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -10659972.000000 Penalty: 3693.238525
	Iteration 68Q: 3 clusters Score -1.065997e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -10659969.000000 Penalty: 3693.238525
	Iteration 69Q: 3 clusters Score -1.065997e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -10659967.000000 Penalty: 3693.238525
	Iteration 70Q: 3 clusters Score -1.065997e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -10660006.000000 Penalty: 3693.238525
	Iteration 71Q: 3 clusters Score -1.066001e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -10660038.000000 Penalty: 3693.238525
	Iteration 72Q: 3 clusters Score -1.066004e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -10660090.000000 Penalty: 3693.238525
	Iteration 73Q: 3 clusters Score -1.066009e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -10660091.000000 Penalty: 3693.238525
	Iteration 74Q: 3 clusters Score -1.066009e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -10660149.000000 Penalty: 3693.238525
	Iteration 75Q: 3 clusters Score -1.066015e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -10660235.000000 Penalty: 3693.238525
	Iteration 76Q: 3 clusters Score -1.066024e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -10660278.000000 Penalty: 3693.238525
	Iteration 77Q: 3 clusters Score -1.066028e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -10660328.000000 Penalty: 3693.238525
	Iteration 78Q: 3 clusters Score -1.066033e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -10660353.000000 Penalty: 3693.238525
	Iteration 79Q: 3 clusters Score -1.066035e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -10660416.000000 Penalty: 3693.238525
	Iteration 80F: 3 clusters Score -1.066042e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -10660469.000000 Penalty: 3693.238525
	Iteration 81Q: 3 clusters Score -1.066047e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -10660479.000000 Penalty: 3693.238525
	Iteration 82Q: 3 clusters Score -1.066048e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -10660525.000000 Penalty: 3693.238525
	Iteration 83Q: 3 clusters Score -1.066052e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -10660640.000000 Penalty: 3693.238525
	Iteration 84Q: 3 clusters Score -1.066064e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -10660810.000000 Penalty: 3693.238525
	Iteration 85Q: 3 clusters Score -1.066081e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -10660877.000000 Penalty: 3693.238525
	Iteration 86Q: 3 clusters Score -1.066088e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -10661168.000000 Penalty: 3693.238525
	Iteration 87Q: 3 clusters Score -1.066117e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 63478 members 
Entering Unmasked Estep 
Score: -10661439.000000 Penalty: 3693.238525
	Iteration 88Q: 3 clusters Score -1.066144e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 65155 members 
Entering Unmasked Estep 
Score: -10661735.000000 Penalty: 3693.238525
	Iteration 89Q: 3 clusters Score -1.066174e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 66851 members 
Entering Unmasked Estep 
Score: -10661948.000000 Penalty: 3693.238525
	Iteration 90Q: 3 clusters Score -1.066195e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
Score: -10662303.000000 Penalty: 3693.238525
	Iteration 91Q: 3 clusters Score -1.06623e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 70053 members 
Entering Unmasked Estep 
Score: -10662612.000000 Penalty: 3693.238525
	Iteration 92Q: 3 clusters Score -1.066261e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 71499 members 
Entering Unmasked Estep 
Score: -10662875.000000 Penalty: 3693.238525
	Iteration 93Q: 3 clusters Score -1.066288e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.066315e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 73946 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.066325e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 74844 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.066327e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 75568 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.066326e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 76186 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.066331e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 76697 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.066326e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 77097 members 
Entering Unmasked Estep 
Score: -10663615.000000 Penalty: 3693.238525
	Iteration 100F: 3 clusters Score -1.066362e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.066381e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 78788 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.066399e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 79475 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.066405e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 80069 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.066406e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
Score: -10664126.000000 Penalty: 3693.238525
	Iteration 105Q: 3 clusters Score -1.066413e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 81020 members 
Entering Unmasked Estep 
Score: -10664155.000000 Penalty: 3693.238525
	Iteration 106Q: 3 clusters Score -1.066416e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.066418e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 81756 members 
Entering Unmasked Estep 
Score: -10664215.000000 Penalty: 3693.238525
	Iteration 108Q: 3 clusters Score -1.066422e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -10664226.000000 Penalty: 3693.238525
	Iteration 109Q: 3 clusters Score -1.066423e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 82344 members 
Entering Unmasked Estep 
Score: -10664212.000000 Penalty: 3693.238525
	Iteration 110Q: 3 clusters Score -1.066421e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -10664217.000000 Penalty: 3693.238525
	Iteration 111Q: 3 clusters Score -1.066422e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 82818 members 
Entering Unmasked Estep 
Score: -10664210.000000 Penalty: 3693.238525
	Iteration 112Q: 3 clusters Score -1.066421e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 83009 members 
Entering Unmasked Estep 
Score: -10664205.000000 Penalty: 3693.238525
	Iteration 113Q: 3 clusters Score -1.06642e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -10664197.000000 Penalty: 3693.238525
	Iteration 114Q: 3 clusters Score -1.06642e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.066418e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
Score: -10664157.000000 Penalty: 3693.238525
	Iteration 116Q: 3 clusters Score -1.066416e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 83617 members 
Entering Unmasked Estep 
Score: -10664163.000000 Penalty: 3693.238525
	Iteration 117Q: 3 clusters Score -1.066416e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 83746 members 
Entering Unmasked Estep 
Score: -10664169.000000 Penalty: 3693.238525
	Iteration 118Q: 3 clusters Score -1.066417e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 83851 members 
Entering Unmasked Estep 
Score: -10664132.000000 Penalty: 3693.238525
	Iteration 119Q: 3 clusters Score -1.066413e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 83939 members 
Entering Unmasked Estep 
Score: -10664136.000000 Penalty: 3693.238525
	Iteration 120F: 3 clusters Score -1.066414e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 84026 members 
Entering Unmasked Estep 
Score: -10664152.000000 Penalty: 3693.238525
	Iteration 121Q: 3 clusters Score -1.066415e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 84110 members 
Entering Unmasked Estep 
Score: -10664168.000000 Penalty: 3693.238525
	Iteration 122Q: 3 clusters Score -1.066417e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -10664174.000000 Penalty: 3693.238525
	Iteration 123Q: 3 clusters Score -1.066417e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 84274 members 
Entering Unmasked Estep 
Score: -10664167.000000 Penalty: 3693.238525
	Iteration 124Q: 3 clusters Score -1.066417e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 84344 members 
Entering Unmasked Estep 
Score: -10664201.000000 Penalty: 3693.238525
	Iteration 125Q: 3 clusters Score -1.06642e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 84412 members 
Entering Unmasked Estep 
Score: -10664193.000000 Penalty: 3693.238525
	Iteration 126Q: 3 clusters Score -1.066419e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 84488 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.066418e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.066417e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 84618 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.066416e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 84684 members 
Entering Unmasked Estep 
Score: -10664178.000000 Penalty: 3693.238525
	Iteration 130Q: 3 clusters Score -1.066418e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 84740 members 
Entering Unmasked Estep 
Score: -10664165.000000 Penalty: 3693.238525
	Iteration 131Q: 3 clusters Score -1.066416e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 84793 members 
Entering Unmasked Estep 
Score: -10664161.000000 Penalty: 3693.238525
	Iteration 132Q: 3 clusters Score -1.066416e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -10664162.000000 Penalty: 3693.238525
	Iteration 133Q: 3 clusters Score -1.066416e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 84896 members 
Entering Unmasked Estep 
Score: -10664164.000000 Penalty: 3693.238525
	Iteration 134Q: 3 clusters Score -1.066416e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 84938 members 
Entering Unmasked Estep 
Score: -10664136.000000 Penalty: 3693.238525
	Iteration 135Q: 3 clusters Score -1.066414e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 84984 members 
Entering Unmasked Estep 
Score: -10664129.000000 Penalty: 3693.238525
	Iteration 136Q: 3 clusters Score -1.066413e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 85018 members 
Entering Unmasked Estep 
Score: -10664128.000000 Penalty: 3693.238525
	Iteration 137Q: 3 clusters Score -1.066413e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -10664142.000000 Penalty: 3693.238525
	Iteration 138Q: 3 clusters Score -1.066414e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 85065 members 
Entering Unmasked Estep 
Score: -10664139.000000 Penalty: 3693.238525
	Iteration 139Q: 3 clusters Score -1.066414e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 85087 members 
Entering Unmasked Estep 
Score: -10664145.000000 Penalty: 3693.238525
	Iteration 140F: 3 clusters Score -1.066414e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 85114 members 
Entering Unmasked Estep 
Score: -10664146.000000 Penalty: 3693.238525
	Iteration 141Q: 3 clusters Score -1.066415e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 85139 members 
Entering Unmasked Estep 
Score: -10664164.000000 Penalty: 3693.238525
	Iteration 142Q: 3 clusters Score -1.066416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 85162 members 
Entering Unmasked Estep 
Score: -10664165.000000 Penalty: 3693.238525
	Iteration 143Q: 3 clusters Score -1.066416e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 85184 members 
Entering Unmasked Estep 
Score: -10664168.000000 Penalty: 3693.238525
	Iteration 144Q: 3 clusters Score -1.066417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 85196 members 
Entering Unmasked Estep 
Score: -10664170.000000 Penalty: 3693.238525
	Iteration 145Q: 3 clusters Score -1.066417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 85207 members 
Entering Unmasked Estep 
Score: -10664165.000000 Penalty: 3693.238525
	Iteration 146Q: 3 clusters Score -1.066416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 85221 members 
Entering Unmasked Estep 
Score: -10664171.000000 Penalty: 3693.238525
	Iteration 147Q: 3 clusters Score -1.066417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 85236 members 
Entering Unmasked Estep 
Score: -10664171.000000 Penalty: 3693.238525
	Iteration 148Q: 3 clusters Score -1.066417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 85252 members 
Entering Unmasked Estep 
Score: -10664176.000000 Penalty: 3693.238525
	Iteration 149Q: 3 clusters Score -1.066418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -10664171.000000 Penalty: 3693.238525
	Iteration 150Q: 3 clusters Score -1.066417e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 85292 members 
Entering Unmasked Estep 
Score: -10664176.000000 Penalty: 3693.238525
	Iteration 151Q: 3 clusters Score -1.066418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 85311 members 
Entering Unmasked Estep 
Score: -10664177.000000 Penalty: 3693.238525
	Iteration 152Q: 3 clusters Score -1.066418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 85324 members 
Entering Unmasked Estep 
Score: -10664184.000000 Penalty: 3693.238525
	Iteration 153Q: 3 clusters Score -1.066418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 85336 members 
Entering Unmasked Estep 
Score: -10664177.000000 Penalty: 3693.238525
	Iteration 154Q: 3 clusters Score -1.066418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 85343 members 
Entering Unmasked Estep 
Score: -10664181.000000 Penalty: 3693.238525
	Iteration 155Q: 3 clusters Score -1.066418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 85356 members 
Entering Unmasked Estep 
Score: -10664180.000000 Penalty: 3693.238525
	Iteration 156Q: 3 clusters Score -1.066418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 85363 members 
Entering Unmasked Estep 
Score: -10664175.000000 Penalty: 3693.238525
	Iteration 157Q: 3 clusters Score -1.066418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -10664178.000000 Penalty: 3693.238525
	Iteration 158Q: 3 clusters Score -1.066418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 85377 members 
Entering Unmasked Estep 
Score: -10664166.000000 Penalty: 3693.238525
	Iteration 159Q: 3 clusters Score -1.066417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 85384 members 
Entering Unmasked Estep 
Score: -10664172.000000 Penalty: 3693.238525
	Iteration 160F: 3 clusters Score -1.066417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 85388 members 
Entering Unmasked Estep 
Score: -10664163.000000 Penalty: 3693.238525
	Iteration 161Q: 3 clusters Score -1.066416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 85391 members 
Entering Unmasked Estep 
Score: -10664166.000000 Penalty: 3693.238525
	Iteration 162Q: 3 clusters Score -1.066417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 85400 members 
Entering Unmasked Estep 
Score: -10664167.000000 Penalty: 3693.238525
	Iteration 163Q: 3 clusters Score -1.066417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 85405 members 
Entering Unmasked Estep 
Score: -10664172.000000 Penalty: 3693.238525
	Iteration 164Q: 3 clusters Score -1.066417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 85415 members 
Entering Unmasked Estep 
Score: -10664174.000000 Penalty: 3693.238525
	Iteration 165Q: 3 clusters Score -1.066417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -10664186.000000 Penalty: 3693.238525
	Iteration 166Q: 3 clusters Score -1.066419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 85435 members 
Entering Unmasked Estep 
Score: -10664174.000000 Penalty: 3693.238525
	Iteration 167Q: 3 clusters Score -1.066417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 85450 members 
Entering Unmasked Estep 
Score: -10664175.000000 Penalty: 3693.238525
	Iteration 168Q: 3 clusters Score -1.066418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 85465 members 
Entering Unmasked Estep 
Score: -10664174.000000 Penalty: 3693.238525
	Iteration 169Q: 3 clusters Score -1.066417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 85471 members 
Entering Unmasked Estep 
Score: -10664179.000000 Penalty: 3693.238525
	Iteration 170Q: 3 clusters Score -1.066418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 85474 members 
Entering Unmasked Estep 
Score: -10664183.000000 Penalty: 3693.238525
	Iteration 171Q: 3 clusters Score -1.066418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 85476 members 
Entering Unmasked Estep 
Score: -10664185.000000 Penalty: 3693.238525
	Iteration 172Q: 3 clusters Score -1.066418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 85479 members 
Entering Unmasked Estep 
Score: -10664186.000000 Penalty: 3693.238525
	Iteration 173Q: 3 clusters Score -1.066419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 85484 members 
Entering Unmasked Estep 
Score: -10664174.000000 Penalty: 3693.238525
	Iteration 174Q: 3 clusters Score -1.066417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 85488 members 
Entering Unmasked Estep 
Score: -10664176.000000 Penalty: 3693.238525
	Iteration 175Q: 3 clusters Score -1.066418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 85489 members 
Entering Unmasked Estep 
Score: -10664175.000000 Penalty: 3693.238525
	Iteration 176Q: 3 clusters Score -1.066418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 85490 members 
Entering Unmasked Estep 
Score: -10664182.000000 Penalty: 3693.238525
	Iteration 177Q: 3 clusters Score -1.066418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 85491 members 
Entering Unmasked Estep 
Score: -10664171.000000 Penalty: 3693.238525
	Iteration 178Q: 3 clusters Score -1.066417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 85491 members 
Entering Unmasked Estep 
Score: -10664171.000000 Penalty: 3693.238525
	Iteration 179F: 3 clusters Score -1.066417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -195681.312500 Penalty: 1197.047363
	Iteration 0F: 2 clusters Score -195681.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -193846.078125 Penalty: 2394.094727
	Iteration 0F: 3 clusters Score -193846.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -194202.671875 Penalty: 2394.094727
	Iteration 1F: 3 clusters Score -194202.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -194287.515625 Penalty: 2394.094727
	Iteration 2F: 3 clusters Score -194287.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -194340.734375 Penalty: 2394.094727
	Iteration 3Q: 3 clusters Score -194340.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -194367.500000 Penalty: 2394.094727
	Iteration 4Q: 3 clusters Score -194367.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -194385.000000 Penalty: 2394.094727
	Iteration 5Q: 3 clusters Score -194385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -194392.593750 Penalty: 2394.094727
	Iteration 6Q: 3 clusters Score -194392.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -194400.281250 Penalty: 2394.094727
	Iteration 7Q: 3 clusters Score -194400.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -194404.000000 Penalty: 2394.094727
	Iteration 8Q: 3 clusters Score -194404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -194409.187500 Penalty: 2394.094727
	Iteration 9Q: 3 clusters Score -194409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -194413.203125 Penalty: 2394.094727
	Iteration 10Q: 3 clusters Score -194413.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -194416.156250 Penalty: 2394.094727
	Iteration 11Q: 3 clusters Score -194416.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -194418.546875 Penalty: 2394.094727
	Iteration 12Q: 3 clusters Score -194418.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -194420.812500 Penalty: 2394.094727
	Iteration 13Q: 3 clusters Score -194420.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -194421.390625 Penalty: 2394.094727
	Iteration 14Q: 3 clusters Score -194421.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -194422.093750 Penalty: 2394.094727
	Iteration 15Q: 3 clusters Score -194422.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -194422.468750 Penalty: 2394.094727
	Iteration 16Q: 3 clusters Score -194422.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -194422.468750 Penalty: 2394.094727
	Iteration 17F: 3 clusters Score -194422.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Entering Unmasked Estep 
Score: -539553.812500 Penalty: 1357.940186
	Iteration 0F: 2 clusters Score -539553.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -536052.937500 Penalty: 2715.880371
	Iteration 0F: 3 clusters Score -536052.9 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -536938.500000 Penalty: 2715.880371
	Iteration 1F: 3 clusters Score -536938.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -537071.375000 Penalty: 2715.880371
	Iteration 2F: 3 clusters Score -537071.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -537166.125000 Penalty: 2715.880371
	Iteration 3Q: 3 clusters Score -537166.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -537237.625000 Penalty: 2715.880371
	Iteration 4Q: 3 clusters Score -537237.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -537287.687500 Penalty: 2715.880371
	Iteration 5Q: 3 clusters Score -537287.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -537340.000000 Penalty: 2715.880371
	Iteration 6Q: 3 clusters Score -537340 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -537387.750000 Penalty: 2715.880371
	Iteration 7Q: 3 clusters Score -537387.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -537435.687500 Penalty: 2715.880371
	Iteration 8Q: 3 clusters Score -537435.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -537498.812500 Penalty: 2715.880371
	Iteration 9Q: 3 clusters Score -537498.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -537557.875000 Penalty: 2715.880371
	Iteration 10Q: 3 clusters Score -537557.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -537618.812500 Penalty: 2715.880371
	Iteration 11Q: 3 clusters Score -537618.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -537676.625000 Penalty: 2715.880371
	Iteration 12Q: 3 clusters Score -537676.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -537737.187500 Penalty: 2715.880371
	Iteration 13Q: 3 clusters Score -537737.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -537792.750000 Penalty: 2715.880371
	Iteration 14Q: 3 clusters Score -537792.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -537852.875000 Penalty: 2715.880371
	Iteration 15Q: 3 clusters Score -537852.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -537935.812500 Penalty: 2715.880371
	Iteration 16Q: 3 clusters Score -537935.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -538014.812500 Penalty: 2715.880371
	Iteration 17Q: 3 clusters Score -538014.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -538072.625000 Penalty: 2715.880371
	Iteration 18Q: 3 clusters Score -538072.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -538109.250000 Penalty: 2715.880371
	Iteration 19Q: 3 clusters Score -538109.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -538154.500000 Penalty: 2715.880371
	Iteration 20F: 3 clusters Score -538154.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -538198.000000 Penalty: 2715.880371
	Iteration 21Q: 3 clusters Score -538198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -538248.687500 Penalty: 2715.880371
	Iteration 22Q: 3 clusters Score -538248.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -538288.500000 Penalty: 2715.880371
	Iteration 23Q: 3 clusters Score -538288.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -538309.312500 Penalty: 2715.880371
	Iteration 24Q: 3 clusters Score -538309.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -538323.187500 Penalty: 2715.880371
	Iteration 25Q: 3 clusters Score -538323.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -538332.062500 Penalty: 2715.880371
	Iteration 26Q: 3 clusters Score -538332.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -538343.375000 Penalty: 2715.880371
	Iteration 27Q: 3 clusters Score -538343.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -538353.375000 Penalty: 2715.880371
	Iteration 28Q: 3 clusters Score -538353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -538362.500000 Penalty: 2715.880371
	Iteration 29Q: 3 clusters Score -538362.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -538371.687500 Penalty: 2715.880371
	Iteration 30Q: 3 clusters Score -538371.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -538382.250000 Penalty: 2715.880371
	Iteration 31Q: 3 clusters Score -538382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -538384.437500 Penalty: 2715.880371
	Iteration 32Q: 3 clusters Score -538384.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -538385.812500 Penalty: 2715.880371
	Iteration 33Q: 3 clusters Score -538385.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -538386.437500 Penalty: 2715.880371
	Iteration 34Q: 3 clusters Score -538386.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -538386.437500 Penalty: 2715.880371
	Iteration 35F: 3 clusters Score -538386.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 59595 members 
Mstep: Class 3 contains 57277 members 
Mstep: Class 4 contains 44385 members 
Mstep: Class 5 contains 41747 members 
Mstep: Class 7 contains 45379 members 
Mstep: Class 8 contains 88364 members 
Mstep: Class 9 contains 7931 members 
Mstep: Class 10 contains 70308 members 
Mstep: Class 13 contains 80132 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 2123 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23837 members 
Mstep: Class 22 contains 86147 members 
Mstep: Class 23 contains 1582 members 
Mstep: Class 24 contains 4258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578056.000000 Penalty: 39018.101562
Iteration 199Q: 19 clusters Score -7.557806e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 59485 members 
Mstep: Class 3 contains 57332 members 
Mstep: Class 4 contains 44388 members 
Mstep: Class 5 contains 41762 members 
Mstep: Class 7 contains 45387 members 
Mstep: Class 8 contains 88454 members 
Mstep: Class 9 contains 7921 members 
Mstep: Class 10 contains 70334 members 
Mstep: Class 13 contains 80147 members 
Mstep: Class 14 contains 4983 members 
Mstep: Class 15 contains 2128 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23831 members 
Mstep: Class 22 contains 86055 members 
Mstep: Class 23 contains 1585 members 
Mstep: Class 24 contains 4262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578032.000000 Penalty: 39018.101562
Iteration 200F: 19 clusters Score -7.557803e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 59377 members 
Mstep: Class 3 contains 57393 members 
Mstep: Class 4 contains 44394 members 
Mstep: Class 5 contains 41771 members 
Mstep: Class 7 contains 45387 members 
Mstep: Class 8 contains 88540 members 
Mstep: Class 9 contains 7917 members 
Mstep: Class 10 contains 70349 members 
Mstep: Class 13 contains 80149 members 
Mstep: Class 14 contains 4976 members 
Mstep: Class 15 contains 2133 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23818 members 
Mstep: Class 22 contains 85987 members 
Mstep: Class 23 contains 1590 members 
Mstep: Class 24 contains 4275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578008.000000 Penalty: 39018.101562
Iteration 201Q: 19 clusters Score -7.557801e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 59275 members 
Mstep: Class 3 contains 57439 members 
Mstep: Class 4 contains 44407 members 
Mstep: Class 5 contains 41771 members 
Mstep: Class 7 contains 45381 members 
Mstep: Class 8 contains 88659 members 
Mstep: Class 9 contains 7910 members 
Mstep: Class 10 contains 70364 members 
Mstep: Class 13 contains 80153 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 2139 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23807 members 
Mstep: Class 22 contains 85904 members 
Mstep: Class 23 contains 1599 members 
Mstep: Class 24 contains 4282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577968.000000 Penalty: 39018.101562
Iteration 202Q: 19 clusters Score -7.557797e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 59187 members 
Mstep: Class 3 contains 57498 members 
Mstep: Class 4 contains 44433 members 
Mstep: Class 5 contains 41767 members 
Mstep: Class 7 contains 45362 members 
Mstep: Class 8 contains 88764 members 
Mstep: Class 9 contains 7909 members 
Mstep: Class 10 contains 70376 members 
Mstep: Class 13 contains 80162 members 
Mstep: Class 14 contains 4963 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23790 members 
Mstep: Class 22 contains 85811 members 
Mstep: Class 23 contains 1610 members 
Mstep: Class 24 contains 4287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578032.000000 Penalty: 39018.101562
Iteration 203Q: 19 clusters Score -7.557803e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 59106 members 
Mstep: Class 3 contains 57562 members 
Mstep: Class 4 contains 44463 members 
Mstep: Class 5 contains 41773 members 
Mstep: Class 7 contains 45350 members 
Mstep: Class 8 contains 88882 members 
Mstep: Class 9 contains 7908 members 
Mstep: Class 10 contains 70394 members 
Mstep: Class 13 contains 80160 members 
Mstep: Class 14 contains 4951 members 
Mstep: Class 15 contains 2144 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23777 members 
Mstep: Class 22 contains 85684 members 
Mstep: Class 23 contains 1615 members 
Mstep: Class 24 contains 4293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578056.000000 Penalty: 39018.101562
Iteration 204Q: 19 clusters Score -7.557806e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 59030 members 
Mstep: Class 3 contains 57605 members 
Mstep: Class 4 contains 44493 members 
Mstep: Class 5 contains 41765 members 
Mstep: Class 7 contains 45352 members 
Mstep: Class 8 contains 88977 members 
Mstep: Class 9 contains 7901 members 
Mstep: Class 10 contains 70400 members 
Mstep: Class 13 contains 80162 members 
Mstep: Class 14 contains 4948 members 
Mstep: Class 15 contains 2146 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23766 members 
Mstep: Class 22 contains 85579 members 
Mstep: Class 23 contains 1626 members 
Mstep: Class 24 contains 4314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578232.000000 Penalty: 39018.101562
Iteration 205Q: 19 clusters Score -7.557823e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 58949 members 
Mstep: Class 3 contains 57640 members 
Mstep: Class 4 contains 44516 members 
Mstep: Class 5 contains 41775 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 89059 members 
Mstep: Class 9 contains 7889 members 
Mstep: Class 10 contains 70404 members 
Mstep: Class 13 contains 80176 members 
Mstep: Class 14 contains 4945 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23767 members 
Mstep: Class 22 contains 85478 members 
Mstep: Class 23 contains 1635 members 
Mstep: Class 24 contains 4323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578288.000000 Penalty: 39018.101562
Iteration 206Q: 19 clusters Score -7.557829e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 58871 members 
Mstep: Class 3 contains 57668 members 
Mstep: Class 4 contains 44534 members 
Mstep: Class 5 contains 41780 members 
Mstep: Class 7 contains 45362 members 
Mstep: Class 8 contains 89138 members 
Mstep: Class 9 contains 7873 members 
Mstep: Class 10 contains 70418 members 
Mstep: Class 13 contains 80168 members 
Mstep: Class 14 contains 4939 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23773 members 
Mstep: Class 22 contains 85411 members 
Mstep: Class 23 contains 1647 members 
Mstep: Class 24 contains 4331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578128.000000 Penalty: 39018.101562
Iteration 207Q: 19 clusters Score -7.557813e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 58803 members 
Mstep: Class 3 contains 57698 members 
Mstep: Class 4 contains 44554 members 
Mstep: Class 5 contains 41793 members 
Mstep: Class 7 contains 45358 members 
Mstep: Class 8 contains 89222 members 
Mstep: Class 9 contains 7857 members 
Mstep: Class 10 contains 70431 members 
Mstep: Class 13 contains 80153 members 
Mstep: Class 14 contains 4934 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23778 members 
Mstep: Class 22 contains 85333 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 4344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578184.000000 Penalty: 39018.101562
Iteration 208Q: 19 clusters Score -7.557818e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 58736 members 
Mstep: Class 3 contains 57736 members 
Mstep: Class 4 contains 44571 members 
Mstep: Class 5 contains 41792 members 
Mstep: Class 7 contains 45356 members 
Mstep: Class 8 contains 89311 members 
Mstep: Class 9 contains 7841 members 
Mstep: Class 10 contains 70446 members 
Mstep: Class 13 contains 80151 members 
Mstep: Class 14 contains 4931 members 
Mstep: Class 15 contains 2162 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23776 members 
Mstep: Class 22 contains 85255 members 
Mstep: Class 23 contains 1661 members 
Mstep: Class 24 contains 4349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578120.000000 Penalty: 39018.101562
Iteration 209Q: 19 clusters Score -7.557812e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 58655 members 
Mstep: Class 3 contains 57778 members 
Mstep: Class 4 contains 44605 members 
Mstep: Class 5 contains 41803 members 
Mstep: Class 7 contains 45359 members 
Mstep: Class 8 contains 89390 members 
Mstep: Class 9 contains 7827 members 
Mstep: Class 10 contains 70458 members 
Mstep: Class 13 contains 80150 members 
Mstep: Class 14 contains 4928 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 17 contains 791 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23770 members 
Mstep: Class 22 contains 85163 members 
Mstep: Class 23 contains 1661 members 
Mstep: Class 24 contains 4355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578128.000000 Penalty: 39018.101562
Iteration 210Q: 19 clusters Score -7.557813e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 58578 members 
Mstep: Class 3 contains 57835 members 
Mstep: Class 4 contains 44629 members 
Mstep: Class 5 contains 41792 members 
Mstep: Class 7 contains 45356 members 
Mstep: Class 8 contains 89476 members 
Mstep: Class 9 contains 7815 members 
Mstep: Class 10 contains 70469 members 
Mstep: Class 13 contains 80153 members 
Mstep: Class 14 contains 4923 members 
Mstep: Class 15 contains 2179 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23769 members 
Mstep: Class 22 contains 85077 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 4360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577992.000000 Penalty: 39018.101562
Iteration 211Q: 19 clusters Score -7.557799e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 58514 members 
Mstep: Class 3 contains 57883 members 
Mstep: Class 4 contains 44672 members 
Mstep: Class 5 contains 41778 members 
Mstep: Class 7 contains 45346 members 
Mstep: Class 8 contains 89549 members 
Mstep: Class 9 contains 7802 members 
Mstep: Class 10 contains 70486 members 
Mstep: Class 13 contains 80151 members 
Mstep: Class 14 contains 4918 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23764 members 
Mstep: Class 22 contains 84987 members 
Mstep: Class 23 contains 1669 members 
Mstep: Class 24 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577776.000000 Penalty: 39018.101562
Iteration 212Q: 19 clusters Score -7.557778e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 58441 members 
Mstep: Class 3 contains 57935 members 
Mstep: Class 4 contains 44721 members 
Mstep: Class 5 contains 41772 members 
Mstep: Class 7 contains 45339 members 
Mstep: Class 8 contains 89587 members 
Mstep: Class 9 contains 7791 members 
Mstep: Class 10 contains 70519 members 
Mstep: Class 13 contains 80162 members 
Mstep: Class 14 contains 4917 members 
Mstep: Class 15 contains 2199 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23755 members 
Mstep: Class 22 contains 84889 members 
Mstep: Class 23 contains 1673 members 
Mstep: Class 24 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577792.000000 Penalty: 39018.101562
Iteration 213Q: 19 clusters Score -7.557779e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 58384 members 
Mstep: Class 3 contains 58006 members 
Mstep: Class 4 contains 44771 members 
Mstep: Class 5 contains 41764 members 
Mstep: Class 7 contains 45334 members 
Mstep: Class 8 contains 89617 members 
Mstep: Class 9 contains 7776 members 
Mstep: Class 10 contains 70538 members 
Mstep: Class 13 contains 80169 members 
Mstep: Class 14 contains 4912 members 
Mstep: Class 15 contains 2205 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23753 members 
Mstep: Class 22 contains 84784 members 
Mstep: Class 23 contains 1682 members 
Mstep: Class 24 contains 4380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577856.000000 Penalty: 39018.101562
Iteration 214Q: 19 clusters Score -7.557786e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 58350 members 
Mstep: Class 3 contains 58066 members 
Mstep: Class 4 contains 44807 members 
Mstep: Class 5 contains 41776 members 
Mstep: Class 7 contains 45333 members 
Mstep: Class 8 contains 89655 members 
Mstep: Class 9 contains 7765 members 
Mstep: Class 10 contains 70535 members 
Mstep: Class 13 contains 80164 members 
Mstep: Class 14 contains 4900 members 
Mstep: Class 15 contains 2216 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23748 members 
Mstep: Class 22 contains 84677 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 4384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578016.000000 Penalty: 39018.101562
Iteration 215Q: 19 clusters Score -7.557802e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 58310 members 
Mstep: Class 3 contains 58115 members 
Mstep: Class 4 contains 44832 members 
Mstep: Class 5 contains 41784 members 
Mstep: Class 7 contains 45327 members 
Mstep: Class 8 contains 89674 members 
Mstep: Class 9 contains 7755 members 
Mstep: Class 10 contains 70539 members 
Mstep: Class 13 contains 80164 members 
Mstep: Class 14 contains 4892 members 
Mstep: Class 15 contains 2229 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23752 members 
Mstep: Class 22 contains 84600 members 
Mstep: Class 23 contains 1706 members 
Mstep: Class 24 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578120.000000 Penalty: 39018.101562
Iteration 216Q: 19 clusters Score -7.557812e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 58267 members 
Mstep: Class 3 contains 58174 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 41793 members 
Mstep: Class 7 contains 45319 members 
Mstep: Class 8 contains 89695 members 
Mstep: Class 9 contains 7743 members 
Mstep: Class 10 contains 70542 members 
Mstep: Class 13 contains 80156 members 
Mstep: Class 14 contains 4891 members 
Mstep: Class 15 contains 2233 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23760 members 
Mstep: Class 22 contains 84530 members 
Mstep: Class 23 contains 1709 members 
Mstep: Class 24 contains 4410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578056.000000 Penalty: 39018.101562
Iteration 217Q: 19 clusters Score -7.557806e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 58233 members 
Mstep: Class 3 contains 58231 members 
Mstep: Class 4 contains 44873 members 
Mstep: Class 5 contains 41811 members 
Mstep: Class 7 contains 45304 members 
Mstep: Class 8 contains 89735 members 
Mstep: Class 9 contains 7738 members 
Mstep: Class 10 contains 70555 members 
Mstep: Class 13 contains 80134 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 2245 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23750 members 
Mstep: Class 22 contains 84444 members 
Mstep: Class 23 contains 1717 members 
Mstep: Class 24 contains 4426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578136.000000 Penalty: 39018.101562
Iteration 218Q: 19 clusters Score -7.557814e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 58201 members 
Mstep: Class 3 contains 58289 members 
Mstep: Class 4 contains 44899 members 
Mstep: Class 5 contains 41825 members 
Mstep: Class 7 contains 45283 members 
Mstep: Class 8 contains 89763 members 
Mstep: Class 9 contains 7727 members 
Mstep: Class 10 contains 70575 members 
Mstep: Class 13 contains 80124 members 
Mstep: Class 14 contains 4866 members 
Mstep: Class 15 contains 2248 members 
Mstep: Class 17 contains 790 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23750 members 
Mstep: Class 22 contains 84363 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 4440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578048.000000 Penalty: 39018.101562
Iteration 219Q: 19 clusters Score -7.557805e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 58152 members 
Mstep: Class 3 contains 58360 members 
Mstep: Class 4 contains 44923 members 
Mstep: Class 5 contains 41849 members 
Mstep: Class 7 contains 45273 members 
Mstep: Class 8 contains 89804 members 
Mstep: Class 9 contains 7716 members 
Mstep: Class 10 contains 70576 members 
Mstep: Class 13 contains 80118 members 
Mstep: Class 14 contains 4868 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23752 members 
Mstep: Class 22 contains 84241 members 
Mstep: Class 23 contains 1733 members 
Mstep: Class 24 contains 4456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577912.000000 Penalty: 39018.101562
Iteration 220F: 19 clusters Score -7.557791e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 58106 members 
Mstep: Class 3 contains 58437 members 
Mstep: Class 4 contains 44937 members 
Mstep: Class 5 contains 41869 members 
Mstep: Class 7 contains 45269 members 
Mstep: Class 8 contains 89836 members 
Mstep: Class 9 contains 7701 members 
Mstep: Class 10 contains 70582 members 
Mstep: Class 13 contains 80116 members 
Mstep: Class 14 contains 4864 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23760 members 
Mstep: Class 22 contains 84126 members 
Mstep: Class 23 contains 1741 members 
Mstep: Class 24 contains 4469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577872.000000 Penalty: 39018.101562
Iteration 221Q: 19 clusters Score -7.557787e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 58075 members 
Mstep: Class 3 contains 58508 members 
Mstep: Class 4 contains 44955 members 
Mstep: Class 5 contains 41906 members 
Mstep: Class 7 contains 45267 members 
Mstep: Class 8 contains 89820 members 
Mstep: Class 9 contains 7690 members 
Mstep: Class 10 contains 70589 members 
Mstep: Class 13 contains 80105 members 
Mstep: Class 14 contains 4859 members 
Mstep: Class 15 contains 2270 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23752 members 
Mstep: Class 22 contains 84056 members 
Mstep: Class 23 contains 1751 members 
Mstep: Class 24 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577944.000000 Penalty: 39018.101562
Iteration 222Q: 19 clusters Score -7.557794e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 58046 members 
Mstep: Class 3 contains 58572 members 
Mstep: Class 4 contains 44965 members 
Mstep: Class 5 contains 41921 members 
Mstep: Class 7 contains 45265 members 
Mstep: Class 8 contains 89824 members 
Mstep: Class 9 contains 7683 members 
Mstep: Class 10 contains 70581 members 
Mstep: Class 13 contains 80105 members 
Mstep: Class 14 contains 4854 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23742 members 
Mstep: Class 22 contains 84020 members 
Mstep: Class 23 contains 1763 members 
Mstep: Class 24 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578032.000000 Penalty: 39018.101562
Iteration 223Q: 19 clusters Score -7.557803e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 58022 members 
Mstep: Class 3 contains 58649 members 
Mstep: Class 4 contains 44992 members 
Mstep: Class 5 contains 41937 members 
Mstep: Class 7 contains 45260 members 
Mstep: Class 8 contains 89829 members 
Mstep: Class 9 contains 7673 members 
Mstep: Class 10 contains 70567 members 
Mstep: Class 13 contains 80100 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 2283 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23729 members 
Mstep: Class 22 contains 83968 members 
Mstep: Class 23 contains 1775 members 
Mstep: Class 24 contains 4450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578088.000000 Penalty: 39018.101562
Iteration 224Q: 19 clusters Score -7.557809e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 58005 members 
Mstep: Class 3 contains 58709 members 
Mstep: Class 4 contains 45014 members 
Mstep: Class 5 contains 41945 members 
Mstep: Class 7 contains 45261 members 
Mstep: Class 8 contains 89822 members 
Mstep: Class 9 contains 7665 members 
Mstep: Class 10 contains 70561 members 
Mstep: Class 13 contains 80091 members 
Mstep: Class 14 contains 4842 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23714 members 
Mstep: Class 22 contains 83920 members 
Mstep: Class 23 contains 1788 members 
Mstep: Class 24 contains 4451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578024.000000 Penalty: 39018.101562
Iteration 225Q: 19 clusters Score -7.557802e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 57978 members 
Mstep: Class 3 contains 58751 members 
Mstep: Class 4 contains 45035 members 
Mstep: Class 5 contains 41959 members 
Mstep: Class 7 contains 45256 members 
Mstep: Class 8 contains 89848 members 
Mstep: Class 9 contains 7657 members 
Mstep: Class 10 contains 70540 members 
Mstep: Class 13 contains 80078 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23696 members 
Mstep: Class 22 contains 83887 members 
Mstep: Class 23 contains 1804 members 
Mstep: Class 24 contains 4454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578056.000000 Penalty: 39018.101562
Iteration 226Q: 19 clusters Score -7.557806e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 57971 members 
Mstep: Class 3 contains 58793 members 
Mstep: Class 4 contains 45057 members 
Mstep: Class 5 contains 41960 members 
Mstep: Class 7 contains 45252 members 
Mstep: Class 8 contains 89862 members 
Mstep: Class 9 contains 7653 members 
Mstep: Class 10 contains 70527 members 
Mstep: Class 13 contains 80066 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23670 members 
Mstep: Class 22 contains 83854 members 
Mstep: Class 23 contains 1823 members 
Mstep: Class 24 contains 4453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577920.000000 Penalty: 39018.101562
Iteration 227Q: 19 clusters Score -7.557792e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 57951 members 
Mstep: Class 3 contains 58854 members 
Mstep: Class 4 contains 45070 members 
Mstep: Class 5 contains 41956 members 
Mstep: Class 7 contains 45248 members 
Mstep: Class 8 contains 89898 members 
Mstep: Class 9 contains 7652 members 
Mstep: Class 10 contains 70533 members 
Mstep: Class 13 contains 80062 members 
Mstep: Class 14 contains 4818 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23644 members 
Mstep: Class 22 contains 83790 members 
Mstep: Class 23 contains 1842 members 
Mstep: Class 24 contains 4453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577976.000000 Penalty: 39018.101562
Iteration 228Q: 19 clusters Score -7.557798e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 57943 members 
Mstep: Class 3 contains 58903 members 
Mstep: Class 4 contains 45094 members 
Mstep: Class 5 contains 41966 members 
Mstep: Class 7 contains 45251 members 
Mstep: Class 8 contains 89914 members 
Mstep: Class 9 contains 7650 members 
Mstep: Class 10 contains 70526 members 
Mstep: Class 13 contains 80050 members 
Mstep: Class 14 contains 4810 members 
Mstep: Class 15 contains 2316 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23620 members 
Mstep: Class 22 contains 83727 members 
Mstep: Class 23 contains 1854 members 
Mstep: Class 24 contains 4458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577872.000000 Penalty: 39018.101562
Iteration 229Q: 19 clusters Score -7.557787e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 57938 members 
Mstep: Class 3 contains 58958 members 
Mstep: Class 4 contains 45111 members 
Mstep: Class 5 contains 41971 members 
Mstep: Class 7 contains 45255 members 
Mstep: Class 8 contains 89938 members 
Mstep: Class 9 contains 7644 members 
Mstep: Class 10 contains 70529 members 
Mstep: Class 13 contains 80043 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23609 members 
Mstep: Class 22 contains 83639 members 
Mstep: Class 23 contains 1872 members 
Mstep: Class 24 contains 4455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577832.000000 Penalty: 39018.101562
Iteration 230Q: 19 clusters Score -7.557783e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 57932 members 
Mstep: Class 3 contains 59006 members 
Mstep: Class 4 contains 45130 members 
Mstep: Class 5 contains 41986 members 
Mstep: Class 7 contains 45267 members 
Mstep: Class 8 contains 89933 members 
Mstep: Class 9 contains 7634 members 
Mstep: Class 10 contains 70538 members 
Mstep: Class 13 contains 80029 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 2327 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23605 members 
Mstep: Class 22 contains 83559 members 
Mstep: Class 23 contains 1887 members 
Mstep: Class 24 contains 4456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577968.000000 Penalty: 39018.101562
Iteration 231Q: 19 clusters Score -7.557797e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 57934 members 
Mstep: Class 3 contains 59051 members 
Mstep: Class 4 contains 45146 members 
Mstep: Class 5 contains 41979 members 
Mstep: Class 7 contains 45263 members 
Mstep: Class 8 contains 89983 members 
Mstep: Class 9 contains 7626 members 
Mstep: Class 10 contains 70536 members 
Mstep: Class 13 contains 80015 members 
Mstep: Class 14 contains 4786 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23594 members 
Mstep: Class 22 contains 83462 members 
Mstep: Class 23 contains 1912 members 
Mstep: Class 24 contains 4459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577848.000000 Penalty: 39018.101562
Iteration 232Q: 19 clusters Score -7.557785e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 57929 members 
Mstep: Class 3 contains 59108 members 
Mstep: Class 4 contains 45157 members 
Mstep: Class 5 contains 41973 members 
Mstep: Class 7 contains 45268 members 
Mstep: Class 8 contains 90032 members 
Mstep: Class 9 contains 7620 members 
Mstep: Class 10 contains 70540 members 
Mstep: Class 13 contains 80010 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23588 members 
Mstep: Class 22 contains 83348 members 
Mstep: Class 23 contains 1926 members 
Mstep: Class 24 contains 4459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577840.000000 Penalty: 39018.101562
Iteration 233Q: 19 clusters Score -7.557784e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 57925 members 
Mstep: Class 3 contains 59147 members 
Mstep: Class 4 contains 45171 members 
Mstep: Class 5 contains 41985 members 
Mstep: Class 7 contains 45263 members 
Mstep: Class 8 contains 90085 members 
Mstep: Class 9 contains 7612 members 
Mstep: Class 10 contains 70545 members 
Mstep: Class 13 contains 80003 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 2352 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23578 members 
Mstep: Class 22 contains 83240 members 
Mstep: Class 23 contains 1941 members 
Mstep: Class 24 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577928.000000 Penalty: 39018.101562
Iteration 234Q: 19 clusters Score -7.557793e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 57938 members 
Mstep: Class 3 contains 59193 members 
Mstep: Class 4 contains 45189 members 
Mstep: Class 5 contains 41994 members 
Mstep: Class 7 contains 45268 members 
Mstep: Class 8 contains 90130 members 
Mstep: Class 9 contains 7605 members 
Mstep: Class 10 contains 70544 members 
Mstep: Class 13 contains 79983 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 2359 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23577 members 
Mstep: Class 22 contains 83136 members 
Mstep: Class 23 contains 1948 members 
Mstep: Class 24 contains 4456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577952.000000 Penalty: 39018.101562
Iteration 235Q: 19 clusters Score -7.557795e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 57955 members 
Mstep: Class 3 contains 59234 members 
Mstep: Class 4 contains 45203 members 
Mstep: Class 5 contains 42002 members 
Mstep: Class 7 contains 45272 members 
Mstep: Class 8 contains 90151 members 
Mstep: Class 9 contains 7596 members 
Mstep: Class 10 contains 70557 members 
Mstep: Class 13 contains 79979 members 
Mstep: Class 14 contains 4751 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23582 members 
Mstep: Class 22 contains 83027 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 4451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578000.000000 Penalty: 39018.101562
Iteration 236Q: 19 clusters Score -7.5578e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 57963 members 
Mstep: Class 3 contains 59280 members 
Mstep: Class 4 contains 45220 members 
Mstep: Class 5 contains 42013 members 
Mstep: Class 7 contains 45275 members 
Mstep: Class 8 contains 90160 members 
Mstep: Class 9 contains 7587 members 
Mstep: Class 10 contains 70573 members 
Mstep: Class 13 contains 79968 members 
Mstep: Class 14 contains 4747 members 
Mstep: Class 15 contains 2373 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23586 members 
Mstep: Class 22 contains 82933 members 
Mstep: Class 23 contains 1962 members 
Mstep: Class 24 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578000.000000 Penalty: 39018.101562
Iteration 237Q: 19 clusters Score -7.5578e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 57964 members 
Mstep: Class 3 contains 59305 members 
Mstep: Class 4 contains 45252 members 
Mstep: Class 5 contains 42024 members 
Mstep: Class 7 contains 45282 members 
Mstep: Class 8 contains 90165 members 
Mstep: Class 9 contains 7577 members 
Mstep: Class 10 contains 70588 members 
Mstep: Class 13 contains 79963 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 2379 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23584 members 
Mstep: Class 22 contains 82850 members 
Mstep: Class 23 contains 1970 members 
Mstep: Class 24 contains 4443 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 238Q: 19 clusters Score -7.557812e+07 nChanged 372
Entering ConstructFrom: 
Score: -75578120.000000 Penalty: 39018.101562
Entering ConstructFrom: 
Trying to split cluster 1 (2049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Entering Unmasked Estep 
Score: -232882.859375 Penalty: 1239.079956
	Iteration 0F: 2 clusters Score -232882.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -230849.453125 Penalty: 2478.159912
	Iteration 0F: 3 clusters Score -230849.5 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -231434.531250 Penalty: 2478.159912
	Iteration 1F: 3 clusters Score -231434.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -231707.843750 Penalty: 2478.159912
	Iteration 2F: 3 clusters Score -231707.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -231956.171875 Penalty: 2478.159912
	Iteration 3F: 3 clusters Score -231956.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -232147.859375 Penalty: 2478.159912
	Iteration 4F: 3 clusters Score -232147.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -232299.578125 Penalty: 2478.159912
	Iteration 5F: 3 clusters Score -232299.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -232406.703125 Penalty: 2478.159912
	Iteration 6Q: 3 clusters Score -232406.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -232482.875000 Penalty: 2478.159912
	Iteration 7Q: 3 clusters Score -232482.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -232534.812500 Penalty: 2478.159912
	Iteration 8Q: 3 clusters Score -232534.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -232573.906250 Penalty: 2478.159912
	Iteration 9Q: 3 clusters Score -232573.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -232612.484375 Penalty: 2478.159912
	Iteration 10Q: 3 clusters Score -232612.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -232638.843750 Penalty: 2478.159912
	Iteration 11Q: 3 clusters Score -232638.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -232651.359375 Penalty: 2478.159912
	Iteration 12Q: 3 clusters Score -232651.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -232660.562500 Penalty: 2478.159912
	Iteration 13Q: 3 clusters Score -232660.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -232678.515625 Penalty: 2478.159912
	Iteration 14Q: 3 clusters Score -232678.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -232683.890625 Penalty: 2478.159912
	Iteration 15Q: 3 clusters Score -232683.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -232696.875000 Penalty: 2478.159912
	Iteration 16Q: 3 clusters Score -232696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -232701.437500 Penalty: 2478.159912
	Iteration 17Q: 3 clusters Score -232701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -232702.921875 Penalty: 2478.159912
	Iteration 18Q: 3 clusters Score -232702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -232704.671875 Penalty: 2478.159912
	Iteration 19Q: 3 clusters Score -232704.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -232705.140625 Penalty: 2478.159912
	Iteration 20F: 3 clusters Score -232705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -232705.734375 Penalty: 2478.159912
	Iteration 21Q: 3 clusters Score -232705.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -232705.734375 Penalty: 2478.159912
	Iteration 22F: 3 clusters Score -232705.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (57962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Entering Unmasked Estep 
Score: -7216618.000000 Penalty: 1782.225708
	Iteration 0F: 2 clusters Score -7216618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -7178044.000000 Penalty: 3564.451416
	Iteration 0F: 3 clusters Score -7178044 nChanged 27349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -7193384.000000 Penalty: 3564.451416
	Iteration 1F: 3 clusters Score -7193384 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -7193913.000000 Penalty: 3564.451416
	Iteration 2Q: 3 clusters Score -7193913 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -7194461.000000 Penalty: 3564.451416
	Iteration 3Q: 3 clusters Score -7194461 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -7195183.500000 Penalty: 3564.451416
	Iteration 4Q: 3 clusters Score -7195184 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -7196332.500000 Penalty: 3564.451416
	Iteration 5Q: 3 clusters Score -7196332 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -7198372.500000 Penalty: 3564.451416
	Iteration 6F: 3 clusters Score -7198372 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -7201587.500000 Penalty: 3564.451416
	Iteration 7F: 3 clusters Score -7201588 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -7206081.500000 Penalty: 3564.451416
	Iteration 8F: 3 clusters Score -7206082 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -7210373.500000 Penalty: 3564.451416
	Iteration 9F: 3 clusters Score -7210374 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7213225.000000 Penalty: 3564.451416
	Iteration 10Q: 3 clusters Score -7213225 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7214432.000000 Penalty: 3564.451416
	Iteration 11Q: 3 clusters Score -7214432 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7214814.500000 Penalty: 3564.451416
	Iteration 12Q: 3 clusters Score -7214814 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7214929.000000 Penalty: 3564.451416
	Iteration 13Q: 3 clusters Score -7214929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7214962.000000 Penalty: 3564.451416
	Iteration 14Q: 3 clusters Score -7214962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7214993.500000 Penalty: 3564.451416
	Iteration 15Q: 3 clusters Score -7214994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7215006.500000 Penalty: 3564.451416
	Iteration 16Q: 3 clusters Score -7215006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57842 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7215007.000000 Penalty: 3564.451416
	Iteration 17Q: 3 clusters Score -7215007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57842 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -7215014.000000 Penalty: 3564.451416
	Iteration 18Q: 3 clusters Score -7215014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7215017.500000 Penalty: 3564.451416
	Iteration 19Q: 3 clusters Score -7215018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7215017.500000 Penalty: 3564.451416
	Iteration 20F: 3 clusters Score -7215018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59328 members 
Entering Unmasked Estep 
Score: -7392949.500000 Penalty: 1786.010986
	Iteration 0F: 2 clusters Score -7392950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -7353523.500000 Penalty: 3572.021973
	Iteration 0F: 3 clusters Score -7353524 nChanged 27800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -7369951.500000 Penalty: 3572.021973
	Iteration 1F: 3 clusters Score -7369952 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -7371433.000000 Penalty: 3572.021973
	Iteration 2F: 3 clusters Score -7371433 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -7374103.000000 Penalty: 3572.021973
	Iteration 3F: 3 clusters Score -7374103 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -7378596.500000 Penalty: 3572.021973
	Iteration 4F: 3 clusters Score -7378596 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -7384460.000000 Penalty: 3572.021973
	Iteration 5F: 3 clusters Score -7384460 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7388950.500000 Penalty: 3572.021973
	Iteration 6F: 3 clusters Score -7388950 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7390720.500000 Penalty: 3572.021973
	Iteration 7Q: 3 clusters Score -7390720 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7391182.000000 Penalty: 3572.021973
	Iteration 8Q: 3 clusters Score -7391182 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -7391308.500000 Penalty: 3572.021973
	Iteration 9Q: 3 clusters Score -7391308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -7391323.500000 Penalty: 3572.021973
	Iteration 10Q: 3 clusters Score -7391324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7391340.500000 Penalty: 3572.021973
	Iteration 11Q: 3 clusters Score -7391340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7391350.000000 Penalty: 3572.021973
	Iteration 12Q: 3 clusters Score -7391350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7391352.000000 Penalty: 3572.021973
	Iteration 13Q: 3 clusters Score -7391352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7391349.500000 Penalty: 3572.021973
	Iteration 14Q: 3 clusters Score -7391350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7391349.500000 Penalty: 3572.021973
	Iteration 15F: 3 clusters Score -7391350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Entering Unmasked Estep 
Score: -5627785.000000 Penalty: 1742.118774
	Iteration 0F: 2 clusters Score -5627785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -5597273.000000 Penalty: 3484.237549
	Iteration 0F: 3 clusters Score -5597273 nChanged 21311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -5609651.500000 Penalty: 3484.237549
	Iteration 1F: 3 clusters Score -5609652 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -5610631.500000 Penalty: 3484.237549
	Iteration 2Q: 3 clusters Score -5610632 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -5612163.500000 Penalty: 3484.237549
	Iteration 3F: 3 clusters Score -5612164 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -5614361.500000 Penalty: 3484.237549
	Iteration 4F: 3 clusters Score -5614362 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -5617329.500000 Penalty: 3484.237549
	Iteration 5F: 3 clusters Score -5617330 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -5620254.000000 Penalty: 3484.237549
	Iteration 6F: 3 clusters Score -5620254 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -5622253.500000 Penalty: 3484.237549
	Iteration 7F: 3 clusters Score -5622254 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -5623276.500000 Penalty: 3484.237549
	Iteration 8Q: 3 clusters Score -5623276 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -5623798.500000 Penalty: 3484.237549
	Iteration 9Q: 3 clusters Score -5623798 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -5624207.500000 Penalty: 3484.237549
	Iteration 10Q: 3 clusters Score -5624208 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -5624463.500000 Penalty: 3484.237549
	Iteration 11Q: 3 clusters Score -5624464 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -5624689.000000 Penalty: 3484.237549
	Iteration 12Q: 3 clusters Score -5624689 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -5624943.500000 Penalty: 3484.237549
	Iteration 13Q: 3 clusters Score -5624944 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -5625146.000000 Penalty: 3484.237549
	Iteration 14Q: 3 clusters Score -5625146 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -5625323.000000 Penalty: 3484.237549
	Iteration 15Q: 3 clusters Score -5625323 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -5625467.500000 Penalty: 3484.237549
	Iteration 16Q: 3 clusters Score -5625468 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -5625648.500000 Penalty: 3484.237549
	Iteration 17Q: 3 clusters Score -5625648 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -5625776.000000 Penalty: 3484.237549
	Iteration 18Q: 3 clusters Score -5625776 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -5625906.500000 Penalty: 3484.237549
	Iteration 19Q: 3 clusters Score -5625906 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -5625991.500000 Penalty: 3484.237549
	Iteration 20F: 3 clusters Score -5625992 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -5626099.000000 Penalty: 3484.237549
	Iteration 21Q: 3 clusters Score -5626099 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -5626198.000000 Penalty: 3484.237549
	Iteration 22Q: 3 clusters Score -5626198 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -5626285.500000 Penalty: 3484.237549
	Iteration 23Q: 3 clusters Score -5626286 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -5626366.500000 Penalty: 3484.237549
	Iteration 24Q: 3 clusters Score -5626366 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -5626400.000000 Penalty: 3484.237549
	Iteration 25Q: 3 clusters Score -5626400 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -5626455.500000 Penalty: 3484.237549
	Iteration 26Q: 3 clusters Score -5626456 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -5626489.000000 Penalty: 3484.237549
	Iteration 27Q: 3 clusters Score -5626489 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -5626524.500000 Penalty: 3484.237549
	Iteration 28Q: 3 clusters Score -5626524 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -5626558.000000 Penalty: 3484.237549
	Iteration 29Q: 3 clusters Score -5626558 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -5626592.000000 Penalty: 3484.237549
	Iteration 30Q: 3 clusters Score -5626592 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -5626596.000000 Penalty: 3484.237549
	Iteration 31Q: 3 clusters Score -5626596 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -5626645.500000 Penalty: 3484.237549
	Iteration 32Q: 3 clusters Score -5626646 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -5626647.000000 Penalty: 3484.237549
	Iteration 33Q: 3 clusters Score -5626647 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -5626657.500000 Penalty: 3484.237549
	Iteration 34Q: 3 clusters Score -5626658 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -5626670.000000 Penalty: 3484.237549
	Iteration 35Q: 3 clusters Score -5626670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -5626672.500000 Penalty: 3484.237549
	Iteration 36Q: 3 clusters Score -5626672 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -5626687.000000 Penalty: 3484.237549
	Iteration 37Q: 3 clusters Score -5626687 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -5626699.000000 Penalty: 3484.237549
	Iteration 38Q: 3 clusters Score -5626699 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -5626708.500000 Penalty: 3484.237549
	Iteration 39Q: 3 clusters Score -5626708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -5626711.000000 Penalty: 3484.237549
	Iteration 40F: 3 clusters Score -5626711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -5626718.500000 Penalty: 3484.237549
	Iteration 41Q: 3 clusters Score -5626718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -5626722.000000 Penalty: 3484.237549
	Iteration 42Q: 3 clusters Score -5626722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -5626722.500000 Penalty: 3484.237549
	Iteration 43Q: 3 clusters Score -5626722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -5626729.000000 Penalty: 3484.237549
	Iteration 44Q: 3 clusters Score -5626729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -5626732.500000 Penalty: 3484.237549
	Iteration 45Q: 3 clusters Score -5626732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -5626727.500000 Penalty: 3484.237549
	Iteration 46Q: 3 clusters Score -5626728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -5626726.500000 Penalty: 3484.237549
	Iteration 47Q: 3 clusters Score -5626726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -5626730.000000 Penalty: 3484.237549
	Iteration 48Q: 3 clusters Score -5626730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -5626733.500000 Penalty: 3484.237549
	Iteration 49Q: 3 clusters Score -5626734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -5626734.000000 Penalty: 3484.237549
	Iteration 50Q: 3 clusters Score -5626734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -5626748.000000 Penalty: 3484.237549
	Iteration 51Q: 3 clusters Score -5626748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -5626745.500000 Penalty: 3484.237549
	Iteration 52Q: 3 clusters Score -5626746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -5626749.500000 Penalty: 3484.237549
	Iteration 53Q: 3 clusters Score -5626750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -5626751.000000 Penalty: 3484.237549
	Iteration 54Q: 3 clusters Score -5626751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -5626750.500000 Penalty: 3484.237549
	Iteration 55Q: 3 clusters Score -5626750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -5626761.000000 Penalty: 3484.237549
	Iteration 56Q: 3 clusters Score -5626761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -5626749.500000 Penalty: 3484.237549
	Iteration 57Q: 3 clusters Score -5626750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -5626750.500000 Penalty: 3484.237549
	Iteration 58Q: 3 clusters Score -5626750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -5626757.000000 Penalty: 3484.237549
	Iteration 59Q: 3 clusters Score -5626757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -5626749.500000 Penalty: 3484.237549
	Iteration 60F: 3 clusters Score -5626750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -5626764.500000 Penalty: 3484.237549
	Iteration 61Q: 3 clusters Score -5626764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -5626754.000000 Penalty: 3484.237549
	Iteration 62Q: 3 clusters Score -5626754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -5626752.500000 Penalty: 3484.237549
	Iteration 63Q: 3 clusters Score -5626752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -5626756.500000 Penalty: 3484.237549
	Iteration 64Q: 3 clusters Score -5626756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -5626751.000000 Penalty: 3484.237549
	Iteration 65Q: 3 clusters Score -5626751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -5626751.000000 Penalty: 3484.237549
	Iteration 66Q: 3 clusters Score -5626751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -5626751.500000 Penalty: 3484.237549
	Iteration 67Q: 3 clusters Score -5626752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -5626749.000000 Penalty: 3484.237549
	Iteration 68Q: 3 clusters Score -5626749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -5626753.000000 Penalty: 3484.237549
	Iteration 69Q: 3 clusters Score -5626753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -5626749.000000 Penalty: 3484.237549
	Iteration 70Q: 3 clusters Score -5626749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -5626755.000000 Penalty: 3484.237549
	Iteration 71Q: 3 clusters Score -5626755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -5626756.500000 Penalty: 3484.237549
	Iteration 72Q: 3 clusters Score -5626756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -5626758.500000 Penalty: 3484.237549
	Iteration 73Q: 3 clusters Score -5626758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -5626758.500000 Penalty: 3484.237549
	Iteration 74F: 3 clusters Score -5626758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Entering Unmasked Estep 
Score: -5225732.500000 Penalty: 1729.951172
	Iteration 0F: 2 clusters Score -5225732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -5197518.500000 Penalty: 3459.902344
	Iteration 0F: 3 clusters Score -5197518 nChanged 19717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -5208694.000000 Penalty: 3459.902344
	Iteration 1F: 3 clusters Score -5208694 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -5209115.000000 Penalty: 3459.902344
	Iteration 2Q: 3 clusters Score -5209115 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -5209495.000000 Penalty: 3459.902344
	Iteration 3Q: 3 clusters Score -5209495 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -5209948.000000 Penalty: 3459.902344
	Iteration 4Q: 3 clusters Score -5209948 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -5210658.500000 Penalty: 3459.902344
	Iteration 5Q: 3 clusters Score -5210658 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -5211714.500000 Penalty: 3459.902344
	Iteration 6Q: 3 clusters Score -5211714 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -5213358.500000 Penalty: 3459.902344
	Iteration 7F: 3 clusters Score -5213358 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -5215509.000000 Penalty: 3459.902344
	Iteration 8F: 3 clusters Score -5215509 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -5217781.000000 Penalty: 3459.902344
	Iteration 9F: 3 clusters Score -5217781 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -5219648.000000 Penalty: 3459.902344
	Iteration 10F: 3 clusters Score -5219648 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -5220882.000000 Penalty: 3459.902344
	Iteration 11Q: 3 clusters Score -5220882 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -5221682.000000 Penalty: 3459.902344
	Iteration 12Q: 3 clusters Score -5221682 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -5222251.500000 Penalty: 3459.902344
	Iteration 13Q: 3 clusters Score -5222252 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -5222633.500000 Penalty: 3459.902344
	Iteration 14Q: 3 clusters Score -5222634 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -5222952.500000 Penalty: 3459.902344
	Iteration 15Q: 3 clusters Score -5222952 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -5223225.000000 Penalty: 3459.902344
	Iteration 16Q: 3 clusters Score -5223225 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -5223473.000000 Penalty: 3459.902344
	Iteration 17Q: 3 clusters Score -5223473 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -5223697.000000 Penalty: 3459.902344
	Iteration 18Q: 3 clusters Score -5223697 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -5223879.500000 Penalty: 3459.902344
	Iteration 19Q: 3 clusters Score -5223880 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5224051.000000 Penalty: 3459.902344
	Iteration 20F: 3 clusters Score -5224051 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5224151.000000 Penalty: 3459.902344
	Iteration 21Q: 3 clusters Score -5224151 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5224205.000000 Penalty: 3459.902344
	Iteration 22Q: 3 clusters Score -5224205 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5224250.000000 Penalty: 3459.902344
	Iteration 23Q: 3 clusters Score -5224250 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5224300.000000 Penalty: 3459.902344
	Iteration 24Q: 3 clusters Score -5224300 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5224308.500000 Penalty: 3459.902344
	Iteration 25Q: 3 clusters Score -5224308 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5224326.000000 Penalty: 3459.902344
	Iteration 26Q: 3 clusters Score -5224326 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5224355.500000 Penalty: 3459.902344
	Iteration 27Q: 3 clusters Score -5224356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5224374.000000 Penalty: 3459.902344
	Iteration 28Q: 3 clusters Score -5224374 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5224406.500000 Penalty: 3459.902344
	Iteration 29Q: 3 clusters Score -5224406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5224418.500000 Penalty: 3459.902344
	Iteration 30Q: 3 clusters Score -5224418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5224419.000000 Penalty: 3459.902344
	Iteration 31Q: 3 clusters Score -5224419 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5224432.500000 Penalty: 3459.902344
	Iteration 32Q: 3 clusters Score -5224432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5224438.500000 Penalty: 3459.902344
	Iteration 33Q: 3 clusters Score -5224438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5224457.500000 Penalty: 3459.902344
	Iteration 34Q: 3 clusters Score -5224458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5224460.000000 Penalty: 3459.902344
	Iteration 35Q: 3 clusters Score -5224460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5224468.500000 Penalty: 3459.902344
	Iteration 36Q: 3 clusters Score -5224468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5224467.000000 Penalty: 3459.902344
	Iteration 37Q: 3 clusters Score -5224467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5224486.500000 Penalty: 3459.902344
	Iteration 38Q: 3 clusters Score -5224486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5224500.000000 Penalty: 3459.902344
	Iteration 39Q: 3 clusters Score -5224500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5224512.500000 Penalty: 3459.902344
	Iteration 40F: 3 clusters Score -5224512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5224514.500000 Penalty: 3459.902344
	Iteration 41Q: 3 clusters Score -5224514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5224512.000000 Penalty: 3459.902344
	Iteration 42Q: 3 clusters Score -5224512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5224516.500000 Penalty: 3459.902344
	Iteration 43Q: 3 clusters Score -5224516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5224524.000000 Penalty: 3459.902344
	Iteration 44Q: 3 clusters Score -5224524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5224521.500000 Penalty: 3459.902344
	Iteration 45Q: 3 clusters Score -5224522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5224523.500000 Penalty: 3459.902344
	Iteration 46Q: 3 clusters Score -5224524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5224523.500000 Penalty: 3459.902344
	Iteration 47Q: 3 clusters Score -5224524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5224524.000000 Penalty: 3459.902344
	Iteration 48Q: 3 clusters Score -5224524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5224528.000000 Penalty: 3459.902344
	Iteration 49Q: 3 clusters Score -5224528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5224532.500000 Penalty: 3459.902344
	Iteration 50Q: 3 clusters Score -5224532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5224533.500000 Penalty: 3459.902344
	Iteration 51Q: 3 clusters Score -5224534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5224532.000000 Penalty: 3459.902344
	Iteration 52Q: 3 clusters Score -5224532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5224532.500000 Penalty: 3459.902344
	Iteration 53Q: 3 clusters Score -5224532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5224530.000000 Penalty: 3459.902344
	Iteration 54Q: 3 clusters Score -5224530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5224533.500000 Penalty: 3459.902344
	Iteration 55Q: 3 clusters Score -5224534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5224529.500000 Penalty: 3459.902344
	Iteration 56Q: 3 clusters Score -5224530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5224530.500000 Penalty: 3459.902344
	Iteration 57Q: 3 clusters Score -5224530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5224531.500000 Penalty: 3459.902344
	Iteration 58Q: 3 clusters Score -5224532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5224528.500000 Penalty: 3459.902344
	Iteration 59Q: 3 clusters Score -5224528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5224529.500000 Penalty: 3459.902344
	Iteration 60F: 3 clusters Score -5224530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5224538.000000 Penalty: 3459.902344
	Iteration 61Q: 3 clusters Score -5224538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5224548.000000 Penalty: 3459.902344
	Iteration 62Q: 3 clusters Score -5224548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5224544.500000 Penalty: 3459.902344
	Iteration 63Q: 3 clusters Score -5224544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5224554.500000 Penalty: 3459.902344
	Iteration 64Q: 3 clusters Score -5224554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5224551.500000 Penalty: 3459.902344
	Iteration 65Q: 3 clusters Score -5224552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5224556.000000 Penalty: 3459.902344
	Iteration 66Q: 3 clusters Score -5224556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5224561.000000 Penalty: 3459.902344
	Iteration 67Q: 3 clusters Score -5224561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5224566.000000 Penalty: 3459.902344
	Iteration 68Q: 3 clusters Score -5224566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5224573.500000 Penalty: 3459.902344
	Iteration 69Q: 3 clusters Score -5224574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5224567.500000 Penalty: 3459.902344
	Iteration 70Q: 3 clusters Score -5224568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5224568.500000 Penalty: 3459.902344
	Iteration 71Q: 3 clusters Score -5224568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5224568.500000 Penalty: 3459.902344
	Iteration 72Q: 3 clusters Score -5224568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5224565.500000 Penalty: 3459.902344
	Iteration 73Q: 3 clusters Score -5224566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5224560.500000 Penalty: 3459.902344
	Iteration 74Q: 3 clusters Score -5224560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5224565.500000 Penalty: 3459.902344
	Iteration 75Q: 3 clusters Score -5224566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5224566.500000 Penalty: 3459.902344
	Iteration 76Q: 3 clusters Score -5224566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5224568.000000 Penalty: 3459.902344
	Iteration 77Q: 3 clusters Score -5224568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5224568.000000 Penalty: 3459.902344
	Iteration 78F: 3 clusters Score -5224568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Entering Unmasked Estep 
Score: -5629903.000000 Penalty: 1742.143799
	Iteration 0F: 2 clusters Score -5629903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -5599562.500000 Penalty: 3484.287598
	Iteration 0F: 3 clusters Score -5599562 nChanged 21237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -5611809.000000 Penalty: 3484.287598
	Iteration 1F: 3 clusters Score -5611809 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -5612412.500000 Penalty: 3484.287598
	Iteration 2Q: 3 clusters Score -5612412 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -5613415.500000 Penalty: 3484.287598
	Iteration 3Q: 3 clusters Score -5613416 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -5614887.000000 Penalty: 3484.287598
	Iteration 4F: 3 clusters Score -5614887 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -5616780.000000 Penalty: 3484.287598
	Iteration 5F: 3 clusters Score -5616780 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -5618815.000000 Penalty: 3484.287598
	Iteration 6F: 3 clusters Score -5618815 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -5620703.000000 Penalty: 3484.287598
	Iteration 7F: 3 clusters Score -5620703 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -5622443.500000 Penalty: 3484.287598
	Iteration 8F: 3 clusters Score -5622444 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -5623908.500000 Penalty: 3484.287598
	Iteration 9Q: 3 clusters Score -5623908 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -5625247.000000 Penalty: 3484.287598
	Iteration 10Q: 3 clusters Score -5625247 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -5626291.500000 Penalty: 3484.287598
	Iteration 11Q: 3 clusters Score -5626292 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5627023.500000 Penalty: 3484.287598
	Iteration 12Q: 3 clusters Score -5627024 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5627489.000000 Penalty: 3484.287598
	Iteration 13Q: 3 clusters Score -5627489 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5627788.500000 Penalty: 3484.287598
	Iteration 14Q: 3 clusters Score -5627788 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5628009.000000 Penalty: 3484.287598
	Iteration 15Q: 3 clusters Score -5628009 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5628130.000000 Penalty: 3484.287598
	Iteration 16Q: 3 clusters Score -5628130 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5628198.000000 Penalty: 3484.287598
	Iteration 17Q: 3 clusters Score -5628198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5628245.500000 Penalty: 3484.287598
	Iteration 18Q: 3 clusters Score -5628246 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5628282.500000 Penalty: 3484.287598
	Iteration 19Q: 3 clusters Score -5628282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5628302.000000 Penalty: 3484.287598
	Iteration 20F: 3 clusters Score -5628302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5628308.500000 Penalty: 3484.287598
	Iteration 21Q: 3 clusters Score -5628308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5628328.000000 Penalty: 3484.287598
	Iteration 22Q: 3 clusters Score -5628328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5628330.500000 Penalty: 3484.287598
	Iteration 23Q: 3 clusters Score -5628330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5628342.000000 Penalty: 3484.287598
	Iteration 24Q: 3 clusters Score -5628342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5628348.000000 Penalty: 3484.287598
	Iteration 25Q: 3 clusters Score -5628348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5628357.500000 Penalty: 3484.287598
	Iteration 26Q: 3 clusters Score -5628358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5628359.500000 Penalty: 3484.287598
	Iteration 27Q: 3 clusters Score -5628360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5628373.500000 Penalty: 3484.287598
	Iteration 28Q: 3 clusters Score -5628374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5628381.500000 Penalty: 3484.287598
	Iteration 29Q: 3 clusters Score -5628382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5628397.500000 Penalty: 3484.287598
	Iteration 30Q: 3 clusters Score -5628398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5628401.000000 Penalty: 3484.287598
	Iteration 31Q: 3 clusters Score -5628401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5628405.500000 Penalty: 3484.287598
	Iteration 32Q: 3 clusters Score -5628406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5628406.500000 Penalty: 3484.287598
	Iteration 33Q: 3 clusters Score -5628406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5628407.000000 Penalty: 3484.287598
	Iteration 34Q: 3 clusters Score -5628407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5628403.500000 Penalty: 3484.287598
	Iteration 35Q: 3 clusters Score -5628404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5628405.000000 Penalty: 3484.287598
	Iteration 36Q: 3 clusters Score -5628405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5628410.000000 Penalty: 3484.287598
	Iteration 37Q: 3 clusters Score -5628410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5628408.000000 Penalty: 3484.287598
	Iteration 38Q: 3 clusters Score -5628408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5628411.000000 Penalty: 3484.287598
	Iteration 39Q: 3 clusters Score -5628411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5628416.000000 Penalty: 3484.287598
	Iteration 40F: 3 clusters Score -5628416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5628414.000000 Penalty: 3484.287598
	Iteration 41Q: 3 clusters Score -5628414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5628415.500000 Penalty: 3484.287598
	Iteration 42Q: 3 clusters Score -5628416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5628421.000000 Penalty: 3484.287598
	Iteration 43Q: 3 clusters Score -5628421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5628417.500000 Penalty: 3484.287598
	Iteration 44Q: 3 clusters Score -5628418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5628420.000000 Penalty: 3484.287598
	Iteration 45Q: 3 clusters Score -5628420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5628420.000000 Penalty: 3484.287598
	Iteration 46Q: 3 clusters Score -5628420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5628419.500000 Penalty: 3484.287598
	Iteration 47Q: 3 clusters Score -5628420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5628429.500000 Penalty: 3484.287598
	Iteration 48Q: 3 clusters Score -5628430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5628430.500000 Penalty: 3484.287598
	Iteration 49Q: 3 clusters Score -5628430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5628430.500000 Penalty: 3484.287598
	Iteration 50Q: 3 clusters Score -5628430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5628432.000000 Penalty: 3484.287598
	Iteration 51Q: 3 clusters Score -5628432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5628431.500000 Penalty: 3484.287598
	Iteration 52Q: 3 clusters Score -5628432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5628435.000000 Penalty: 3484.287598
	Iteration 53Q: 3 clusters Score -5628435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5628434.000000 Penalty: 3484.287598
	Iteration 54Q: 3 clusters Score -5628434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5628434.000000 Penalty: 3484.287598
	Iteration 55F: 3 clusters Score -5628434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (90178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90178 members 
Entering Unmasked Estep 
Score: -11164076.000000 Penalty: 1854.050415
	Iteration 0F: 2 clusters Score -1.116408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -11106067.000000 Penalty: 3708.100830
	Iteration 0F: 3 clusters Score -1.110607e+07 nChanged 43155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -11131116.000000 Penalty: 3708.100830
	Iteration 1F: 3 clusters Score -1.113112e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -11131884.000000 Penalty: 3708.100830
	Iteration 2Q: 3 clusters Score -1.113188e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -11133016.000000 Penalty: 3708.100830
	Iteration 3Q: 3 clusters Score -1.113302e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -11134986.000000 Penalty: 3708.100830
	Iteration 4Q: 3 clusters Score -1.113499e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 56919 members 
Entering Unmasked Estep 
Score: -11138019.000000 Penalty: 3708.100830
	Iteration 5F: 3 clusters Score -1.113802e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -11142177.000000 Penalty: 3708.100830
	Iteration 6F: 3 clusters Score -1.114218e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -11146675.000000 Penalty: 3708.100830
	Iteration 7F: 3 clusters Score -1.114668e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 69596 members 
Entering Unmasked Estep 
Score: -11150336.000000 Penalty: 3708.100830
	Iteration 8F: 3 clusters Score -1.115034e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -11152829.000000 Penalty: 3708.100830
	Iteration 9Q: 3 clusters Score -1.115283e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 74538 members 
Entering Unmasked Estep 
Score: -11154565.000000 Penalty: 3708.100830
	Iteration 10Q: 3 clusters Score -1.115456e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 76116 members 
Entering Unmasked Estep 
Score: -11155792.000000 Penalty: 3708.100830
	Iteration 11Q: 3 clusters Score -1.115579e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 77384 members 
Entering Unmasked Estep 
Score: -11156552.000000 Penalty: 3708.100830
	Iteration 12Q: 3 clusters Score -1.115655e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 78442 members 
Entering Unmasked Estep 
Score: -11157100.000000 Penalty: 3708.100830
	Iteration 13Q: 3 clusters Score -1.11571e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 79409 members 
Entering Unmasked Estep 
Score: -11157574.000000 Penalty: 3708.100830
	Iteration 14Q: 3 clusters Score -1.115757e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 80306 members 
Entering Unmasked Estep 
Score: -11157969.000000 Penalty: 3708.100830
	Iteration 15Q: 3 clusters Score -1.115797e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 81123 members 
Entering Unmasked Estep 
Score: -11158351.000000 Penalty: 3708.100830
	Iteration 16Q: 3 clusters Score -1.115835e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 81895 members 
Entering Unmasked Estep 
Score: -11158753.000000 Penalty: 3708.100830
	Iteration 17Q: 3 clusters Score -1.115875e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 82625 members 
Entering Unmasked Estep 
Score: -11159098.000000 Penalty: 3708.100830
	Iteration 18Q: 3 clusters Score -1.11591e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 83313 members 
Entering Unmasked Estep 
Score: -11159403.000000 Penalty: 3708.100830
	Iteration 19Q: 3 clusters Score -1.11594e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 83911 members 
Entering Unmasked Estep 
Score: -11159682.000000 Penalty: 3708.100830
	Iteration 20F: 3 clusters Score -1.115968e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 84458 members 
Entering Unmasked Estep 
Score: -11159936.000000 Penalty: 3708.100830
	Iteration 21Q: 3 clusters Score -1.115994e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 84955 members 
Entering Unmasked Estep 
Score: -11160129.000000 Penalty: 3708.100830
	Iteration 22Q: 3 clusters Score -1.116013e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 85388 members 
Entering Unmasked Estep 
Score: -11160372.000000 Penalty: 3708.100830
	Iteration 23Q: 3 clusters Score -1.116037e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 85793 members 
Entering Unmasked Estep 
Score: -11160610.000000 Penalty: 3708.100830
	Iteration 24Q: 3 clusters Score -1.116061e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 86165 members 
Entering Unmasked Estep 
Score: -11160776.000000 Penalty: 3708.100830
	Iteration 25Q: 3 clusters Score -1.116078e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 86513 members 
Entering Unmasked Estep 
Score: -11160933.000000 Penalty: 3708.100830
	Iteration 26Q: 3 clusters Score -1.116093e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 86810 members 
Entering Unmasked Estep 
Score: -11161064.000000 Penalty: 3708.100830
	Iteration 27Q: 3 clusters Score -1.116106e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 87062 members 
Entering Unmasked Estep 
Score: -11161202.000000 Penalty: 3708.100830
	Iteration 28Q: 3 clusters Score -1.11612e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 87271 members 
Entering Unmasked Estep 
Score: -11161328.000000 Penalty: 3708.100830
	Iteration 29Q: 3 clusters Score -1.116133e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -11161397.000000 Penalty: 3708.100830
	Iteration 30Q: 3 clusters Score -1.11614e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 87614 members 
Entering Unmasked Estep 
Score: -11161501.000000 Penalty: 3708.100830
	Iteration 31Q: 3 clusters Score -1.11615e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 87779 members 
Entering Unmasked Estep 
Score: -11161573.000000 Penalty: 3708.100830
	Iteration 32Q: 3 clusters Score -1.116157e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 87925 members 
Entering Unmasked Estep 
Score: -11161666.000000 Penalty: 3708.100830
	Iteration 33Q: 3 clusters Score -1.116167e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 88045 members 
Entering Unmasked Estep 
Score: -11161741.000000 Penalty: 3708.100830
	Iteration 34Q: 3 clusters Score -1.116174e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 88168 members 
Entering Unmasked Estep 
Score: -11161824.000000 Penalty: 3708.100830
	Iteration 35Q: 3 clusters Score -1.116182e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 88287 members 
Entering Unmasked Estep 
Score: -11161890.000000 Penalty: 3708.100830
	Iteration 36Q: 3 clusters Score -1.116189e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -11161954.000000 Penalty: 3708.100830
	Iteration 37Q: 3 clusters Score -1.116195e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 88484 members 
Entering Unmasked Estep 
Score: -11162013.000000 Penalty: 3708.100830
	Iteration 38Q: 3 clusters Score -1.116201e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 88549 members 
Entering Unmasked Estep 
Score: -11162053.000000 Penalty: 3708.100830
	Iteration 39Q: 3 clusters Score -1.116205e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 88610 members 
Entering Unmasked Estep 
Score: -11162090.000000 Penalty: 3708.100830
	Iteration 40F: 3 clusters Score -1.116209e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 88665 members 
Entering Unmasked Estep 
Score: -11162109.000000 Penalty: 3708.100830
	Iteration 41Q: 3 clusters Score -1.116211e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 88703 members 
Entering Unmasked Estep 
Score: -11162129.000000 Penalty: 3708.100830
	Iteration 42Q: 3 clusters Score -1.116213e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 88745 members 
Entering Unmasked Estep 
Score: -11162162.000000 Penalty: 3708.100830
	Iteration 43Q: 3 clusters Score -1.116216e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 88776 members 
Entering Unmasked Estep 
Score: -11162180.000000 Penalty: 3708.100830
	Iteration 44Q: 3 clusters Score -1.116218e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 88810 members 
Entering Unmasked Estep 
Score: -11162206.000000 Penalty: 3708.100830
	Iteration 45Q: 3 clusters Score -1.116221e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 88835 members 
Entering Unmasked Estep 
Score: -11162209.000000 Penalty: 3708.100830
	Iteration 46Q: 3 clusters Score -1.116221e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 88862 members 
Entering Unmasked Estep 
Score: -11162222.000000 Penalty: 3708.100830
	Iteration 47Q: 3 clusters Score -1.116222e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 88876 members 
Entering Unmasked Estep 
Score: -11162253.000000 Penalty: 3708.100830
	Iteration 48Q: 3 clusters Score -1.116225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 88893 members 
Entering Unmasked Estep 
Score: -11162254.000000 Penalty: 3708.100830
	Iteration 49Q: 3 clusters Score -1.116225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 88900 members 
Entering Unmasked Estep 
Score: -11162260.000000 Penalty: 3708.100830
	Iteration 50Q: 3 clusters Score -1.116226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 88910 members 
Entering Unmasked Estep 
Score: -11162258.000000 Penalty: 3708.100830
	Iteration 51Q: 3 clusters Score -1.116226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 88916 members 
Entering Unmasked Estep 
Score: -11162264.000000 Penalty: 3708.100830
	Iteration 52Q: 3 clusters Score -1.116226e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 88927 members 
Entering Unmasked Estep 
Score: -11162264.000000 Penalty: 3708.100830
	Iteration 53Q: 3 clusters Score -1.116226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 88943 members 
Entering Unmasked Estep 
Score: -11162262.000000 Penalty: 3708.100830
	Iteration 54Q: 3 clusters Score -1.116226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 88958 members 
Entering Unmasked Estep 
Score: -11162284.000000 Penalty: 3708.100830
	Iteration 55Q: 3 clusters Score -1.116228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 88968 members 
Entering Unmasked Estep 
Score: -11162278.000000 Penalty: 3708.100830
	Iteration 56Q: 3 clusters Score -1.116228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 88975 members 
Entering Unmasked Estep 
Score: -11162295.000000 Penalty: 3708.100830
	Iteration 57Q: 3 clusters Score -1.11623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -11162289.000000 Penalty: 3708.100830
	Iteration 58Q: 3 clusters Score -1.116229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -11162311.000000 Penalty: 3708.100830
	Iteration 59Q: 3 clusters Score -1.116231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 89000 members 
Entering Unmasked Estep 
Score: -11162309.000000 Penalty: 3708.100830
	Iteration 60F: 3 clusters Score -1.116231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 89006 members 
Entering Unmasked Estep 
Score: -11162323.000000 Penalty: 3708.100830
	Iteration 61Q: 3 clusters Score -1.116232e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 89018 members 
Entering Unmasked Estep 
Score: -11162318.000000 Penalty: 3708.100830
	Iteration 62Q: 3 clusters Score -1.116232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 89023 members 
Entering Unmasked Estep 
Score: -11162330.000000 Penalty: 3708.100830
	Iteration 63Q: 3 clusters Score -1.116233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 89028 members 
Entering Unmasked Estep 
Score: -11162328.000000 Penalty: 3708.100830
	Iteration 64Q: 3 clusters Score -1.116233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 89032 members 
Entering Unmasked Estep 
Score: -11162340.000000 Penalty: 3708.100830
	Iteration 65Q: 3 clusters Score -1.116234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 89033 members 
Entering Unmasked Estep 
Score: -11162333.000000 Penalty: 3708.100830
	Iteration 66Q: 3 clusters Score -1.116233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -11162323.000000 Penalty: 3708.100830
	Iteration 67Q: 3 clusters Score -1.116232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -11162325.000000 Penalty: 3708.100830
	Iteration 68Q: 3 clusters Score -1.116232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -11162325.000000 Penalty: 3708.100830
	Iteration 69Q: 3 clusters Score -1.116232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 89041 members 
Entering Unmasked Estep 
Score: -11162328.000000 Penalty: 3708.100830
	Iteration 70Q: 3 clusters Score -1.116233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 89045 members 
Entering Unmasked Estep 
Score: -11162323.000000 Penalty: 3708.100830
	Iteration 71Q: 3 clusters Score -1.116232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 89046 members 
Entering Unmasked Estep 
Score: -11162325.000000 Penalty: 3708.100830
	Iteration 72Q: 3 clusters Score -1.116232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 89048 members 
Entering Unmasked Estep 
Score: -11162330.000000 Penalty: 3708.100830
	Iteration 73Q: 3 clusters Score -1.116233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -11162337.000000 Penalty: 3708.100830
	Iteration 74Q: 3 clusters Score -1.116234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -11162328.000000 Penalty: 3708.100830
	Iteration 75Q: 3 clusters Score -1.116233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -11162335.000000 Penalty: 3708.100830
	Iteration 76Q: 3 clusters Score -1.116234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -11162335.000000 Penalty: 3708.100830
	Iteration 77Q: 3 clusters Score -1.116234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -11162334.000000 Penalty: 3708.100830
	Iteration 78Q: 3 clusters Score -1.116233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -11162334.000000 Penalty: 3708.100830
	Iteration 79F: 3 clusters Score -1.116233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Entering Unmasked Estep 
Score: -905484.937500 Penalty: 1451.463013
	Iteration 0F: 2 clusters Score -905484.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -899901.625000 Penalty: 2902.926025
	Iteration 0F: 3 clusters Score -899901.6 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -901519.250000 Penalty: 2902.926025
	Iteration 1F: 3 clusters Score -901519.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -901805.062500 Penalty: 2902.926025
	Iteration 2F: 3 clusters Score -901805.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -901991.937500 Penalty: 2902.926025
	Iteration 3F: 3 clusters Score -901991.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -902170.062500 Penalty: 2902.926025
	Iteration 4Q: 3 clusters Score -902170.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -902351.437500 Penalty: 2902.926025
	Iteration 5Q: 3 clusters Score -902351.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -902515.937500 Penalty: 2902.926025
	Iteration 6Q: 3 clusters Score -902515.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -902693.437500 Penalty: 2902.926025
	Iteration 7Q: 3 clusters Score -902693.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -902899.875000 Penalty: 2902.926025
	Iteration 8Q: 3 clusters Score -902899.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -903114.687500 Penalty: 2902.926025
	Iteration 9Q: 3 clusters Score -903114.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -903357.437500 Penalty: 2902.926025
	Iteration 10Q: 3 clusters Score -903357.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -903636.062500 Penalty: 2902.926025
	Iteration 11Q: 3 clusters Score -903636.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -903944.625000 Penalty: 2902.926025
	Iteration 12Q: 3 clusters Score -903944.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -904181.062500 Penalty: 2902.926025
	Iteration 13Q: 3 clusters Score -904181.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -904297.250000 Penalty: 2902.926025
	Iteration 14Q: 3 clusters Score -904297.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -904353.812500 Penalty: 2902.926025
	Iteration 15Q: 3 clusters Score -904353.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -904387.187500 Penalty: 2902.926025
	Iteration 16Q: 3 clusters Score -904387.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -904403.750000 Penalty: 2902.926025
	Iteration 17Q: 3 clusters Score -904403.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -904416.812500 Penalty: 2902.926025
	Iteration 18Q: 3 clusters Score -904416.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -904425.312500 Penalty: 2902.926025
	Iteration 19Q: 3 clusters Score -904425.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -904433.312500 Penalty: 2902.926025
	Iteration 20F: 3 clusters Score -904433.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -904439.187500 Penalty: 2902.926025
	Iteration 21Q: 3 clusters Score -904439.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -904443.375000 Penalty: 2902.926025
	Iteration 22Q: 3 clusters Score -904443.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -904443.812500 Penalty: 2902.926025
	Iteration 23Q: 3 clusters Score -904443.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -904444.875000 Penalty: 2902.926025
	Iteration 24Q: 3 clusters Score -904444.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -904447.750000 Penalty: 2902.926025
	Iteration 25Q: 3 clusters Score -904447.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -904447.312500 Penalty: 2902.926025
	Iteration 26Q: 3 clusters Score -904447.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -904448.250000 Penalty: 2902.926025
	Iteration 27Q: 3 clusters Score -904448.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -904448.250000 Penalty: 2902.926025
	Iteration 28F: 3 clusters Score -904448.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70598 members 
Entering Unmasked Estep 
Score: -8795515.000000 Penalty: 1814.272949
	Iteration 0F: 2 clusters Score -8795515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -8749581.000000 Penalty: 3628.545898
	Iteration 0F: 3 clusters Score -8749581 nChanged 33468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -8768827.000000 Penalty: 3628.545898
	Iteration 1F: 3 clusters Score -8768827 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -8769799.000000 Penalty: 3628.545898
	Iteration 2Q: 3 clusters Score -8769799 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -8771564.000000 Penalty: 3628.545898
	Iteration 3Q: 3 clusters Score -8771564 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -8774678.000000 Penalty: 3628.545898
	Iteration 4F: 3 clusters Score -8774678 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -8779849.000000 Penalty: 3628.545898
	Iteration 5F: 3 clusters Score -8779849 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -8786390.000000 Penalty: 3628.545898
	Iteration 6F: 3 clusters Score -8786390 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67609 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -8791252.000000 Penalty: 3628.545898
	Iteration 7F: 3 clusters Score -8791252 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8793147.000000 Penalty: 3628.545898
	Iteration 8Q: 3 clusters Score -8793147 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8793642.000000 Penalty: 3628.545898
	Iteration 9Q: 3 clusters Score -8793642 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70396 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8793791.000000 Penalty: 3628.545898
	Iteration 10Q: 3 clusters Score -8793791 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70434 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8793855.000000 Penalty: 3628.545898
	Iteration 11Q: 3 clusters Score -8793855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8793895.000000 Penalty: 3628.545898
	Iteration 12Q: 3 clusters Score -8793895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70453 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8793894.000000 Penalty: 3628.545898
	Iteration 13Q: 3 clusters Score -8793894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8793922.000000 Penalty: 3628.545898
	Iteration 14Q: 3 clusters Score -8793922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70467 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8793922.000000 Penalty: 3628.545898
	Iteration 15Q: 3 clusters Score -8793922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -8793923.000000 Penalty: 3628.545898
	Iteration 16Q: 3 clusters Score -8793923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8793931.000000 Penalty: 3628.545898
	Iteration 17Q: 3 clusters Score -8793931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8793931.000000 Penalty: 3628.545898
	Iteration 18F: 3 clusters Score -8793931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Entering Unmasked Estep 
Score: -9933207.000000 Penalty: 1834.494019
	Iteration 0F: 2 clusters Score -9933207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -9881499.000000 Penalty: 3668.988037
	Iteration 0F: 3 clusters Score -9881499 nChanged 38031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -9903411.000000 Penalty: 3668.988037
	Iteration 1F: 3 clusters Score -9903411 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -9904028.000000 Penalty: 3668.988037
	Iteration 2Q: 3 clusters Score -9904028 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -9905040.000000 Penalty: 3668.988037
	Iteration 3Q: 3 clusters Score -9905040 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -9906614.000000 Penalty: 3668.988037
	Iteration 4Q: 3 clusters Score -9906614 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -9909246.000000 Penalty: 3668.988037
	Iteration 5F: 3 clusters Score -9909246 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -9913146.000000 Penalty: 3668.988037
	Iteration 6F: 3 clusters Score -9913146 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -9918191.000000 Penalty: 3668.988037
	Iteration 7F: 3 clusters Score -9918191 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70462 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -9923257.000000 Penalty: 3668.988037
	Iteration 8F: 3 clusters Score -9923257 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74490 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -9926853.000000 Penalty: 3668.988037
	Iteration 9F: 3 clusters Score -9926853 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76891 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -9929098.000000 Penalty: 3668.988037
	Iteration 10Q: 3 clusters Score -9929098 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -9930232.000000 Penalty: 3668.988037
	Iteration 11Q: 3 clusters Score -9930232 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78748 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -9930807.000000 Penalty: 3668.988037
	Iteration 12Q: 3 clusters Score -9930807 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9931119.000000 Penalty: 3668.988037
	Iteration 13Q: 3 clusters Score -9931119 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79269 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9931342.000000 Penalty: 3668.988037
	Iteration 14Q: 3 clusters Score -9931342 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79360 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9931437.000000 Penalty: 3668.988037
	Iteration 15Q: 3 clusters Score -9931437 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79416 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9931517.000000 Penalty: 3668.988037
	Iteration 16Q: 3 clusters Score -9931517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9931535.000000 Penalty: 3668.988037
	Iteration 17Q: 3 clusters Score -9931535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9931566.000000 Penalty: 3668.988037
	Iteration 18Q: 3 clusters Score -9931566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79490 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9931572.000000 Penalty: 3668.988037
	Iteration 19Q: 3 clusters Score -9931572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79503 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9931594.000000 Penalty: 3668.988037
	Iteration 20F: 3 clusters Score -9931594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79509 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9931603.000000 Penalty: 3668.988037
	Iteration 21Q: 3 clusters Score -9931603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79518 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9931623.000000 Penalty: 3668.988037
	Iteration 22Q: 3 clusters Score -9931623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79523 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9931627.000000 Penalty: 3668.988037
	Iteration 23Q: 3 clusters Score -9931627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9931631.000000 Penalty: 3668.988037
	Iteration 24Q: 3 clusters Score -9931631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79533 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9931628.000000 Penalty: 3668.988037
	Iteration 25Q: 3 clusters Score -9931628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79535 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9931640.000000 Penalty: 3668.988037
	Iteration 26Q: 3 clusters Score -9931640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79539 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9931643.000000 Penalty: 3668.988037
	Iteration 27Q: 3 clusters Score -9931643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79542 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9931640.000000 Penalty: 3668.988037
	Iteration 28Q: 3 clusters Score -9931640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79543 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9931647.000000 Penalty: 3668.988037
	Iteration 29Q: 3 clusters Score -9931647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79546 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9931657.000000 Penalty: 3668.988037
	Iteration 30Q: 3 clusters Score -9931657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79547 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9931666.000000 Penalty: 3668.988037
	Iteration 31Q: 3 clusters Score -9931666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9931669.000000 Penalty: 3668.988037
	Iteration 32Q: 3 clusters Score -9931669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9931661.000000 Penalty: 3668.988037
	Iteration 33Q: 3 clusters Score -9931661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79553 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9931672.000000 Penalty: 3668.988037
	Iteration 34Q: 3 clusters Score -9931672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79558 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9931669.000000 Penalty: 3668.988037
	Iteration 35Q: 3 clusters Score -9931669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79559 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9931679.000000 Penalty: 3668.988037
	Iteration 36Q: 3 clusters Score -9931679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79563 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9931680.000000 Penalty: 3668.988037
	Iteration 37Q: 3 clusters Score -9931680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9931688.000000 Penalty: 3668.988037
	Iteration 38Q: 3 clusters Score -9931688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9931690.000000 Penalty: 3668.988037
	Iteration 39Q: 3 clusters Score -9931690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9931689.000000 Penalty: 3668.988037
	Iteration 40F: 3 clusters Score -9931689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9931688.000000 Penalty: 3668.988037
	Iteration 41Q: 3 clusters Score -9931688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9931688.000000 Penalty: 3668.988037
	Iteration 42F: 3 clusters Score -9931688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Entering Unmasked Estep 
Score: -583238.437500 Penalty: 1375.057495
	Iteration 0F: 2 clusters Score -583238.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -579469.250000 Penalty: 2750.114990
	Iteration 0F: 3 clusters Score -579469.2 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -580621.625000 Penalty: 2750.114990
	Iteration 1F: 3 clusters Score -580621.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -580899.062500 Penalty: 2750.114990
	Iteration 2F: 3 clusters Score -580899.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -581135.875000 Penalty: 2750.114990
	Iteration 3F: 3 clusters Score -581135.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -581349.937500 Penalty: 2750.114990
	Iteration 4F: 3 clusters Score -581349.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -581507.750000 Penalty: 2750.114990
	Iteration 5F: 3 clusters Score -581507.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -581645.187500 Penalty: 2750.114990
	Iteration 6Q: 3 clusters Score -581645.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -581768.562500 Penalty: 2750.114990
	Iteration 7Q: 3 clusters Score -581768.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -581859.500000 Penalty: 2750.114990
	Iteration 8Q: 3 clusters Score -581859.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -581935.437500 Penalty: 2750.114990
	Iteration 9Q: 3 clusters Score -581935.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -582003.500000 Penalty: 2750.114990
	Iteration 10Q: 3 clusters Score -582003.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -582069.250000 Penalty: 2750.114990
	Iteration 11Q: 3 clusters Score -582069.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -582138.125000 Penalty: 2750.114990
	Iteration 12Q: 3 clusters Score -582138.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -582198.375000 Penalty: 2750.114990
	Iteration 13Q: 3 clusters Score -582198.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -582243.562500 Penalty: 2750.114990
	Iteration 14Q: 3 clusters Score -582243.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -582282.750000 Penalty: 2750.114990
	Iteration 15Q: 3 clusters Score -582282.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -582313.562500 Penalty: 2750.114990
	Iteration 16Q: 3 clusters Score -582313.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -582339.187500 Penalty: 2750.114990
	Iteration 17Q: 3 clusters Score -582339.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -582363.750000 Penalty: 2750.114990
	Iteration 18Q: 3 clusters Score -582363.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -582381.812500 Penalty: 2750.114990
	Iteration 19Q: 3 clusters Score -582381.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -582397.562500 Penalty: 2750.114990
	Iteration 20F: 3 clusters Score -582397.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -582403.750000 Penalty: 2750.114990
	Iteration 21Q: 3 clusters Score -582403.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -582407.687500 Penalty: 2750.114990
	Iteration 22Q: 3 clusters Score -582407.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -582411.375000 Penalty: 2750.114990
	Iteration 23Q: 3 clusters Score -582411.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -582416.062500 Penalty: 2750.114990
	Iteration 24Q: 3 clusters Score -582416.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -582420.625000 Penalty: 2750.114990
	Iteration 25Q: 3 clusters Score -582420.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -582422.562500 Penalty: 2750.114990
	Iteration 26Q: 3 clusters Score -582422.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -582430.000000 Penalty: 2750.114990
	Iteration 27Q: 3 clusters Score -582430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -582434.000000 Penalty: 2750.114990
	Iteration 28Q: 3 clusters Score -582434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -582439.187500 Penalty: 2750.114990
	Iteration 29Q: 3 clusters Score -582439.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -582444.062500 Penalty: 2750.114990
	Iteration 30Q: 3 clusters Score -582444.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -582446.937500 Penalty: 2750.114990
	Iteration 31Q: 3 clusters Score -582446.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -582450.312500 Penalty: 2750.114990
	Iteration 32Q: 3 clusters Score -582450.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -582451.687500 Penalty: 2750.114990
	Iteration 33Q: 3 clusters Score -582451.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -582454.312500 Penalty: 2750.114990
	Iteration 34Q: 3 clusters Score -582454.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -582453.812500 Penalty: 2750.114990
	Iteration 35Q: 3 clusters Score -582453.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -582453.812500 Penalty: 2750.114990
	Iteration 36F: 3 clusters Score -582453.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Entering Unmasked Estep 
Score: -299433.000000 Penalty: 1263.618774
	Iteration 0F: 2 clusters Score -299433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -297096.312500 Penalty: 2527.237549
	Iteration 0F: 3 clusters Score -297096.3 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -297642.625000 Penalty: 2527.237549
	Iteration 1F: 3 clusters Score -297642.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -297769.531250 Penalty: 2527.237549
	Iteration 2F: 3 clusters Score -297769.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -297828.500000 Penalty: 2527.237549
	Iteration 3Q: 3 clusters Score -297828.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -297867.406250 Penalty: 2527.237549
	Iteration 4Q: 3 clusters Score -297867.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -297893.156250 Penalty: 2527.237549
	Iteration 5Q: 3 clusters Score -297893.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -297905.000000 Penalty: 2527.237549
	Iteration 6Q: 3 clusters Score -297905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -297913.000000 Penalty: 2527.237549
	Iteration 7Q: 3 clusters Score -297913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -297918.625000 Penalty: 2527.237549
	Iteration 8Q: 3 clusters Score -297918.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -297923.812500 Penalty: 2527.237549
	Iteration 9Q: 3 clusters Score -297923.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -297927.093750 Penalty: 2527.237549
	Iteration 10Q: 3 clusters Score -297927.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -297931.187500 Penalty: 2527.237549
	Iteration 11Q: 3 clusters Score -297931.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -297935.937500 Penalty: 2527.237549
	Iteration 12Q: 3 clusters Score -297935.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -297941.437500 Penalty: 2527.237549
	Iteration 13Q: 3 clusters Score -297941.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -297946.343750 Penalty: 2527.237549
	Iteration 14Q: 3 clusters Score -297946.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -297950.968750 Penalty: 2527.237549
	Iteration 15Q: 3 clusters Score -297951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -297957.343750 Penalty: 2527.237549
	Iteration 16Q: 3 clusters Score -297957.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -297961.093750 Penalty: 2527.237549
	Iteration 17Q: 3 clusters Score -297961.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -297965.093750 Penalty: 2527.237549
	Iteration 18Q: 3 clusters Score -297965.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -297970.218750 Penalty: 2527.237549
	Iteration 19Q: 3 clusters Score -297970.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -297976.531250 Penalty: 2527.237549
	Iteration 20F: 3 clusters Score -297976.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -297982.406250 Penalty: 2527.237549
	Iteration 21Q: 3 clusters Score -297982.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -297988.781250 Penalty: 2527.237549
	Iteration 22Q: 3 clusters Score -297988.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -297997.687500 Penalty: 2527.237549
	Iteration 23Q: 3 clusters Score -297997.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -298004.093750 Penalty: 2527.237549
	Iteration 24Q: 3 clusters Score -298004.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -298006.593750 Penalty: 2527.237549
	Iteration 25Q: 3 clusters Score -298006.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -298008.937500 Penalty: 2527.237549
	Iteration 26Q: 3 clusters Score -298008.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -298011.187500 Penalty: 2527.237549
	Iteration 27Q: 3 clusters Score -298011.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -298013.281250 Penalty: 2527.237549
	Iteration 28Q: 3 clusters Score -298013.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -298013.593750 Penalty: 2527.237549
	Iteration 29Q: 3 clusters Score -298013.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -298014.000000 Penalty: 2527.237549
	Iteration 30Q: 3 clusters Score -298014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -298015.312500 Penalty: 2527.237549
	Iteration 31Q: 3 clusters Score -298015.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -298016.343750 Penalty: 2527.237549
	Iteration 32Q: 3 clusters Score -298016.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -298019.343750 Penalty: 2527.237549
	Iteration 33Q: 3 clusters Score -298019.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -298021.812500 Penalty: 2527.237549
	Iteration 34Q: 3 clusters Score -298021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -298023.000000 Penalty: 2527.237549
	Iteration 35Q: 3 clusters Score -298023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -298024.531250 Penalty: 2527.237549
	Iteration 36Q: 3 clusters Score -298024.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -298026.468750 Penalty: 2527.237549
	Iteration 37Q: 3 clusters Score -298026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -298027.562500 Penalty: 2527.237549
	Iteration 38Q: 3 clusters Score -298027.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -298027.562500 Penalty: 2527.237549
	Iteration 39F: 3 clusters Score -298027.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -96605.468750 Penalty: 1083.999512
	Iteration 0F: 2 clusters Score -96605.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95317.382812 Penalty: 2167.999023
	Iteration 0F: 3 clusters Score -95317.38 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -95527.132812 Penalty: 2167.999023
	Iteration 1F: 3 clusters Score -95527.13 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95602.570312 Penalty: 2167.999023
	Iteration 2F: 3 clusters Score -95602.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95638.031250 Penalty: 2167.999023
	Iteration 3Q: 3 clusters Score -95638.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -95659.953125 Penalty: 2167.999023
	Iteration 4Q: 3 clusters Score -95659.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -95677.812500 Penalty: 2167.999023
	Iteration 5Q: 3 clusters Score -95677.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -95683.492188 Penalty: 2167.999023
	Iteration 6Q: 3 clusters Score -95683.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95686.539062 Penalty: 2167.999023
	Iteration 7Q: 3 clusters Score -95686.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -95690.742188 Penalty: 2167.999023
	Iteration 8Q: 3 clusters Score -95690.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -95693.226562 Penalty: 2167.999023
	Iteration 9Q: 3 clusters Score -95693.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95694.226562 Penalty: 2167.999023
	Iteration 10Q: 3 clusters Score -95694.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95694.226562 Penalty: 2167.999023
	Iteration 11F: 3 clusters Score -95694.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56104.304688 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56104.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55149.632812 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55149.63 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -55285.468750 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55285.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -55327.960938 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -55327.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -55340.757812 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55340.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -55349.910156 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55349.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -55351.910156 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55351.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -55353.250000 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -55353.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -55353.250000 Penalty: 1890.561035
	Iteration 7F: 3 clusters Score -55353.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Entering Unmasked Estep 
Score: -2859103.000000 Penalty: 1636.095703
	Iteration 0F: 2 clusters Score -2859103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2843147.000000 Penalty: 3272.191406
	Iteration 0F: 3 clusters Score -2843147 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2848958.000000 Penalty: 3272.191406
	Iteration 1F: 3 clusters Score -2848958 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2849285.750000 Penalty: 3272.191406
	Iteration 2Q: 3 clusters Score -2849286 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2849529.250000 Penalty: 3272.191406
	Iteration 3Q: 3 clusters Score -2849529 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2849768.750000 Penalty: 3272.191406
	Iteration 4Q: 3 clusters Score -2849769 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2849979.750000 Penalty: 3272.191406
	Iteration 5Q: 3 clusters Score -2849980 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2850207.750000 Penalty: 3272.191406
	Iteration 6Q: 3 clusters Score -2850208 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2850497.250000 Penalty: 3272.191406
	Iteration 7Q: 3 clusters Score -2850497 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2850949.500000 Penalty: 3272.191406
	Iteration 8Q: 3 clusters Score -2850950 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2851554.750000 Penalty: 3272.191406
	Iteration 9Q: 3 clusters Score -2851555 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2852309.500000 Penalty: 3272.191406
	Iteration 10F: 3 clusters Score -2852310 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2853233.000000 Penalty: 3272.191406
	Iteration 11F: 3 clusters Score -2853233 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2854222.000000 Penalty: 3272.191406
	Iteration 12F: 3 clusters Score -2854222 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2855185.500000 Penalty: 3272.191406
	Iteration 13Q: 3 clusters Score -2855186 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -2855993.000000 Penalty: 3272.191406
	Iteration 14Q: 3 clusters Score -2855993 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -2856600.500000 Penalty: 3272.191406
	Iteration 15Q: 3 clusters Score -2856600 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -2857011.750000 Penalty: 3272.191406
	Iteration 16Q: 3 clusters Score -2857012 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -2857277.750000 Penalty: 3272.191406
	Iteration 17Q: 3 clusters Score -2857278 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2857439.000000 Penalty: 3272.191406
	Iteration 18Q: 3 clusters Score -2857439 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -2857527.250000 Penalty: 3272.191406
	Iteration 19Q: 3 clusters Score -2857527 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2857562.250000 Penalty: 3272.191406
	Iteration 20F: 3 clusters Score -2857562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -2857597.750000 Penalty: 3272.191406
	Iteration 21Q: 3 clusters Score -2857598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2857615.750000 Penalty: 3272.191406
	Iteration 22Q: 3 clusters Score -2857616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -2857631.250000 Penalty: 3272.191406
	Iteration 23Q: 3 clusters Score -2857631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -2857641.250000 Penalty: 3272.191406
	Iteration 24Q: 3 clusters Score -2857641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -2857653.250000 Penalty: 3272.191406
	Iteration 25Q: 3 clusters Score -2857653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2857662.250000 Penalty: 3272.191406
	Iteration 26Q: 3 clusters Score -2857662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -2857665.000000 Penalty: 3272.191406
	Iteration 27Q: 3 clusters Score -2857665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2857676.750000 Penalty: 3272.191406
	Iteration 28Q: 3 clusters Score -2857677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2857683.500000 Penalty: 3272.191406
	Iteration 29Q: 3 clusters Score -2857684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -2857688.750000 Penalty: 3272.191406
	Iteration 30Q: 3 clusters Score -2857689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -2857697.250000 Penalty: 3272.191406
	Iteration 31Q: 3 clusters Score -2857697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2857707.750000 Penalty: 3272.191406
	Iteration 32Q: 3 clusters Score -2857708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2857710.250000 Penalty: 3272.191406
	Iteration 33Q: 3 clusters Score -2857710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2857710.250000 Penalty: 3272.191406
	Iteration 34F: 3 clusters Score -2857710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (82782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82782 members 
Entering Unmasked Estep 
Score: -10248952.000000 Penalty: 1840.144531
	Iteration 0F: 2 clusters Score -1.024895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -10195381.000000 Penalty: 3680.289062
	Iteration 0F: 3 clusters Score -1.019538e+07 nChanged 39134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -10218201.000000 Penalty: 3680.289062
	Iteration 1F: 3 clusters Score -1.02182e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -10219020.000000 Penalty: 3680.289062
	Iteration 2Q: 3 clusters Score -1.021902e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -10220128.000000 Penalty: 3680.289062
	Iteration 3Q: 3 clusters Score -1.022013e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -10221877.000000 Penalty: 3680.289062
	Iteration 4Q: 3 clusters Score -1.022188e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -10224915.000000 Penalty: 3680.289062
	Iteration 5F: 3 clusters Score -1.022492e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -10229643.000000 Penalty: 3680.289062
	Iteration 6F: 3 clusters Score -1.022964e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69310 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -10235983.000000 Penalty: 3680.289062
	Iteration 7F: 3 clusters Score -1.023598e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75361 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -10241476.000000 Penalty: 3680.289062
	Iteration 8F: 3 clusters Score -1.024148e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -10244769.000000 Penalty: 3680.289062
	Iteration 9Q: 3 clusters Score -1.024477e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -10246185.000000 Penalty: 3680.289062
	Iteration 10Q: 3 clusters Score -1.024618e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81846 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10246810.000000 Penalty: 3680.289062
	Iteration 11Q: 3 clusters Score -1.024681e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10247069.000000 Penalty: 3680.289062
	Iteration 12Q: 3 clusters Score -1.024707e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82405 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10247227.000000 Penalty: 3680.289062
	Iteration 13Q: 3 clusters Score -1.024723e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82475 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10247276.000000 Penalty: 3680.289062
	Iteration 14Q: 3 clusters Score -1.024728e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82507 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -10247296.000000 Penalty: 3680.289062
	Iteration 15Q: 3 clusters Score -1.02473e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82527 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -10247331.000000 Penalty: 3680.289062
	Iteration 16Q: 3 clusters Score -1.024733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82540 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10247357.000000 Penalty: 3680.289062
	Iteration 17Q: 3 clusters Score -1.024736e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82555 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10247359.000000 Penalty: 3680.289062
	Iteration 18Q: 3 clusters Score -1.024736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82559 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10247368.000000 Penalty: 3680.289062
	Iteration 19Q: 3 clusters Score -1.024737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10247373.000000 Penalty: 3680.289062
	Iteration 20F: 3 clusters Score -1.024737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10247372.000000 Penalty: 3680.289062
	Iteration 21Q: 3 clusters Score -1.024737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10247374.000000 Penalty: 3680.289062
	Iteration 22Q: 3 clusters Score -1.024737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10247380.000000 Penalty: 3680.289062
	Iteration 23Q: 3 clusters Score -1.024738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82573 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10247377.000000 Penalty: 3680.289062
	Iteration 24Q: 3 clusters Score -1.024738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82574 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10247382.000000 Penalty: 3680.289062
	Iteration 25Q: 3 clusters Score -1.024738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82574 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10247383.000000 Penalty: 3680.289062
	Iteration 26Q: 3 clusters Score -1.024738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82573 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10247382.000000 Penalty: 3680.289062
	Iteration 27Q: 3 clusters Score -1.024738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82574 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10247384.000000 Penalty: 3680.289062
	Iteration 28Q: 3 clusters Score -1.024738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82576 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10247380.000000 Penalty: 3680.289062
	Iteration 29Q: 3 clusters Score -1.024738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10247390.000000 Penalty: 3680.289062
	Iteration 30Q: 3 clusters Score -1.024739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10247390.000000 Penalty: 3680.289062
	Iteration 31F: 3 clusters Score -1.024739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Entering Unmasked Estep 
Score: -244589.171875 Penalty: 1233.184814
	Iteration 0F: 2 clusters Score -244589.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -242532.296875 Penalty: 2466.369629
	Iteration 0F: 3 clusters Score -242532.3 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -242941.968750 Penalty: 2466.369629
	Iteration 1F: 3 clusters Score -242942 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -243037.546875 Penalty: 2466.369629
	Iteration 2F: 3 clusters Score -243037.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -243089.968750 Penalty: 2466.369629
	Iteration 3Q: 3 clusters Score -243090 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -243123.734375 Penalty: 2466.369629
	Iteration 4Q: 3 clusters Score -243123.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -243146.765625 Penalty: 2466.369629
	Iteration 5Q: 3 clusters Score -243146.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -243166.468750 Penalty: 2466.369629
	Iteration 6Q: 3 clusters Score -243166.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -243183.093750 Penalty: 2466.369629
	Iteration 7Q: 3 clusters Score -243183.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -243196.625000 Penalty: 2466.369629
	Iteration 8Q: 3 clusters Score -243196.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -243206.468750 Penalty: 2466.369629
	Iteration 9Q: 3 clusters Score -243206.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -243215.421875 Penalty: 2466.369629
	Iteration 10Q: 3 clusters Score -243215.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -243219.765625 Penalty: 2466.369629
	Iteration 11Q: 3 clusters Score -243219.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -243221.687500 Penalty: 2466.369629
	Iteration 12Q: 3 clusters Score -243221.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -243224.734375 Penalty: 2466.369629
	Iteration 13Q: 3 clusters Score -243224.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -243228.375000 Penalty: 2466.369629
	Iteration 14Q: 3 clusters Score -243228.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -243229.078125 Penalty: 2466.369629
	Iteration 15Q: 3 clusters Score -243229.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -243230.281250 Penalty: 2466.369629
	Iteration 16Q: 3 clusters Score -243230.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -243231.687500 Penalty: 2466.369629
	Iteration 17Q: 3 clusters Score -243231.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -243231.718750 Penalty: 2466.369629
	Iteration 18Q: 3 clusters Score -243231.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -243231.718750 Penalty: 2466.369629
	Iteration 19F: 3 clusters Score -243231.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Entering Unmasked Estep 
Score: -563054.437500 Penalty: 1364.887939
	Iteration 0F: 2 clusters Score -563054.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -559445.312500 Penalty: 2729.775879
	Iteration 0F: 3 clusters Score -559445.3 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -560514.062500 Penalty: 2729.775879
	Iteration 1F: 3 clusters Score -560514.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -560676.437500 Penalty: 2729.775879
	Iteration 2F: 3 clusters Score -560676.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -560764.625000 Penalty: 2729.775879
	Iteration 3Q: 3 clusters Score -560764.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -560817.125000 Penalty: 2729.775879
	Iteration 4Q: 3 clusters Score -560817.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -560847.812500 Penalty: 2729.775879
	Iteration 5Q: 3 clusters Score -560847.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -560866.437500 Penalty: 2729.775879
	Iteration 6Q: 3 clusters Score -560866.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -560876.375000 Penalty: 2729.775879
	Iteration 7Q: 3 clusters Score -560876.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -560883.875000 Penalty: 2729.775879
	Iteration 8Q: 3 clusters Score -560883.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -560889.437500 Penalty: 2729.775879
	Iteration 9Q: 3 clusters Score -560889.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -560895.500000 Penalty: 2729.775879
	Iteration 10Q: 3 clusters Score -560895.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -560902.812500 Penalty: 2729.775879
	Iteration 11Q: 3 clusters Score -560902.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -560907.875000 Penalty: 2729.775879
	Iteration 12Q: 3 clusters Score -560907.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -560914.312500 Penalty: 2729.775879
	Iteration 13Q: 3 clusters Score -560914.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -560920.812500 Penalty: 2729.775879
	Iteration 14Q: 3 clusters Score -560920.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -560924.250000 Penalty: 2729.775879
	Iteration 15Q: 3 clusters Score -560924.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -560931.125000 Penalty: 2729.775879
	Iteration 16Q: 3 clusters Score -560931.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -560932.562500 Penalty: 2729.775879
	Iteration 17Q: 3 clusters Score -560932.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -560935.750000 Penalty: 2729.775879
	Iteration 18Q: 3 clusters Score -560935.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -560936.562500 Penalty: 2729.775879
	Iteration 19Q: 3 clusters Score -560936.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -560937.125000 Penalty: 2729.775879
	Iteration 20F: 3 clusters Score -560937.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -560937.312500 Penalty: 2729.775879
	Iteration 21Q: 3 clusters Score -560937.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -560938.562500 Penalty: 2729.775879
	Iteration 22Q: 3 clusters Score -560938.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -560939.250000 Penalty: 2729.775879
	Iteration 23Q: 3 clusters Score -560939.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -560940.062500 Penalty: 2729.775879
	Iteration 24Q: 3 clusters Score -560940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -560942.000000 Penalty: 2729.775879
	Iteration 25Q: 3 clusters Score -560942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -560944.437500 Penalty: 2729.775879
	Iteration 26Q: 3 clusters Score -560944.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -560949.000000 Penalty: 2729.775879
	Iteration 27Q: 3 clusters Score -560949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -560951.375000 Penalty: 2729.775879
	Iteration 28Q: 3 clusters Score -560951.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -560957.375000 Penalty: 2729.775879
	Iteration 29Q: 3 clusters Score -560957.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -560959.062500 Penalty: 2729.775879
	Iteration 30Q: 3 clusters Score -560959.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -560961.500000 Penalty: 2729.775879
	Iteration 31Q: 3 clusters Score -560961.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -560965.375000 Penalty: 2729.775879
	Iteration 32Q: 3 clusters Score -560965.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -560969.125000 Penalty: 2729.775879
	Iteration 33Q: 3 clusters Score -560969.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -560971.250000 Penalty: 2729.775879
	Iteration 34Q: 3 clusters Score -560971.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -560973.250000 Penalty: 2729.775879
	Iteration 35Q: 3 clusters Score -560973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -560975.562500 Penalty: 2729.775879
	Iteration 36Q: 3 clusters Score -560975.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -560977.437500 Penalty: 2729.775879
	Iteration 37Q: 3 clusters Score -560977.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -560980.625000 Penalty: 2729.775879
	Iteration 38Q: 3 clusters Score -560980.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -560982.125000 Penalty: 2729.775879
	Iteration 39Q: 3 clusters Score -560982.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -560984.062500 Penalty: 2729.775879
	Iteration 40F: 3 clusters Score -560984.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -560988.250000 Penalty: 2729.775879
	Iteration 41Q: 3 clusters Score -560988.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -560991.562500 Penalty: 2729.775879
	Iteration 42Q: 3 clusters Score -560991.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -560993.750000 Penalty: 2729.775879
	Iteration 43Q: 3 clusters Score -560993.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -560996.437500 Penalty: 2729.775879
	Iteration 44Q: 3 clusters Score -560996.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -561001.750000 Penalty: 2729.775879
	Iteration 45Q: 3 clusters Score -561001.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -561008.875000 Penalty: 2729.775879
	Iteration 46Q: 3 clusters Score -561008.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -561013.437500 Penalty: 2729.775879
	Iteration 47Q: 3 clusters Score -561013.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -561020.875000 Penalty: 2729.775879
	Iteration 48Q: 3 clusters Score -561020.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -561028.500000 Penalty: 2729.775879
	Iteration 49Q: 3 clusters Score -561028.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -561033.500000 Penalty: 2729.775879
	Iteration 50Q: 3 clusters Score -561033.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -561041.250000 Penalty: 2729.775879
	Iteration 51Q: 3 clusters Score -561041.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -561047.687500 Penalty: 2729.775879
	Iteration 52Q: 3 clusters Score -561047.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -561056.000000 Penalty: 2729.775879
	Iteration 53Q: 3 clusters Score -561056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -561064.250000 Penalty: 2729.775879
	Iteration 54Q: 3 clusters Score -561064.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -561073.187500 Penalty: 2729.775879
	Iteration 55Q: 3 clusters Score -561073.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -561081.812500 Penalty: 2729.775879
	Iteration 56Q: 3 clusters Score -561081.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -561089.750000 Penalty: 2729.775879
	Iteration 57Q: 3 clusters Score -561089.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -561098.000000 Penalty: 2729.775879
	Iteration 58Q: 3 clusters Score -561098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -561111.875000 Penalty: 2729.775879
	Iteration 59Q: 3 clusters Score -561111.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -561128.562500 Penalty: 2729.775879
	Iteration 60F: 3 clusters Score -561128.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -561149.000000 Penalty: 2729.775879
	Iteration 61Q: 3 clusters Score -561149 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -561168.750000 Penalty: 2729.775879
	Iteration 62Q: 3 clusters Score -561168.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -561188.062500 Penalty: 2729.775879
	Iteration 63Q: 3 clusters Score -561188.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -561207.312500 Penalty: 2729.775879
	Iteration 64Q: 3 clusters Score -561207.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -561231.437500 Penalty: 2729.775879
	Iteration 65Q: 3 clusters Score -561231.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -561265.937500 Penalty: 2729.775879
	Iteration 66Q: 3 clusters Score -561265.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -561305.750000 Penalty: 2729.775879
	Iteration 67Q: 3 clusters Score -561305.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -561343.875000 Penalty: 2729.775879
	Iteration 68Q: 3 clusters Score -561343.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -561384.187500 Penalty: 2729.775879
	Iteration 69Q: 3 clusters Score -561384.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -561429.437500 Penalty: 2729.775879
	Iteration 70Q: 3 clusters Score -561429.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -561478.812500 Penalty: 2729.775879
	Iteration 71Q: 3 clusters Score -561478.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -561534.437500 Penalty: 2729.775879
	Iteration 72Q: 3 clusters Score -561534.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -561585.062500 Penalty: 2729.775879
	Iteration 73Q: 3 clusters Score -561585.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -561632.875000 Penalty: 2729.775879
	Iteration 74Q: 3 clusters Score -561632.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -561678.625000 Penalty: 2729.775879
	Iteration 75Q: 3 clusters Score -561678.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -561719.437500 Penalty: 2729.775879
	Iteration 76Q: 3 clusters Score -561719.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -561751.625000 Penalty: 2729.775879
	Iteration 77Q: 3 clusters Score -561751.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -561775.625000 Penalty: 2729.775879
	Iteration 78Q: 3 clusters Score -561775.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -561805.187500 Penalty: 2729.775879
	Iteration 79Q: 3 clusters Score -561805.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -561823.937500 Penalty: 2729.775879
	Iteration 80F: 3 clusters Score -561823.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -561844.500000 Penalty: 2729.775879
	Iteration 81Q: 3 clusters Score -561844.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -561859.875000 Penalty: 2729.775879
	Iteration 82Q: 3 clusters Score -561859.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -561871.562500 Penalty: 2729.775879
	Iteration 83Q: 3 clusters Score -561871.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -561882.250000 Penalty: 2729.775879
	Iteration 84Q: 3 clusters Score -561882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -561887.062500 Penalty: 2729.775879
	Iteration 85Q: 3 clusters Score -561887.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -561893.000000 Penalty: 2729.775879
	Iteration 86Q: 3 clusters Score -561893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -561899.562500 Penalty: 2729.775879
	Iteration 87Q: 3 clusters Score -561899.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -561900.375000 Penalty: 2729.775879
	Iteration 88Q: 3 clusters Score -561900.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -561900.375000 Penalty: 2729.775879
	Iteration 89F: 3 clusters Score -561900.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 57962 members 
Mstep: Class 3 contains 59328 members 
Mstep: Class 4 contains 45285 members 
Mstep: Class 5 contains 42018 members 
Mstep: Class 7 contains 45292 members 
Mstep: Class 8 contains 90178 members 
Mstep: Class 9 contains 7571 members 
Mstep: Class 10 contains 70598 members 
Mstep: Class 13 contains 79953 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23583 members 
Mstep: Class 22 contains 82782 members 
Mstep: Class 23 contains 1976 members 
Mstep: Class 24 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578120.000000 Penalty: 39018.101562
Iteration 239Q: 19 clusters Score -7.557812e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 57961 members 
Mstep: Class 3 contains 59366 members 
Mstep: Class 4 contains 45317 members 
Mstep: Class 5 contains 42021 members 
Mstep: Class 7 contains 45297 members 
Mstep: Class 8 contains 90178 members 
Mstep: Class 9 contains 7568 members 
Mstep: Class 10 contains 70621 members 
Mstep: Class 13 contains 79947 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 2392 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23573 members 
Mstep: Class 22 contains 82680 members 
Mstep: Class 23 contains 1994 members 
Mstep: Class 24 contains 4443 members 
Entering Unmasked Estep 
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Iteration 240F: 19 clusters Score -7.557811e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 57955 members 
Mstep: Class 3 contains 59399 members 
Mstep: Class 4 contains 45333 members 
Mstep: Class 5 contains 42026 members 
Mstep: Class 7 contains 45312 members 
Mstep: Class 8 contains 90175 members 
Mstep: Class 9 contains 7563 members 
Mstep: Class 10 contains 70623 members 
Mstep: Class 13 contains 79936 members 
Mstep: Class 14 contains 4723 members 
Mstep: Class 15 contains 2404 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23568 members 
Mstep: Class 22 contains 82609 members 
Mstep: Class 23 contains 2009 members 
Mstep: Class 24 contains 4448 members 
Entering Unmasked Estep 
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Iteration 241Q: 19 clusters Score -7.557791e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 57955 members 
Mstep: Class 3 contains 59420 members 
Mstep: Class 4 contains 45355 members 
Mstep: Class 5 contains 42033 members 
Mstep: Class 7 contains 45318 members 
Mstep: Class 8 contains 90186 members 
Mstep: Class 9 contains 7560 members 
Mstep: Class 10 contains 70616 members 
Mstep: Class 13 contains 79935 members 
Mstep: Class 14 contains 4712 members 
Mstep: Class 15 contains 2418 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23568 members 
Mstep: Class 22 contains 82529 members 
Mstep: Class 23 contains 2024 members 
Mstep: Class 24 contains 4454 members 
Entering Unmasked Estep 
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Iteration 242Q: 19 clusters Score -7.55779e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 57950 members 
Mstep: Class 3 contains 59444 members 
Mstep: Class 4 contains 45369 members 
Mstep: Class 5 contains 42040 members 
Mstep: Class 7 contains 45318 members 
Mstep: Class 8 contains 90197 members 
Mstep: Class 9 contains 7559 members 
Mstep: Class 10 contains 70619 members 
Mstep: Class 13 contains 79946 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 2434 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23560 members 
Mstep: Class 22 contains 82456 members 
Mstep: Class 23 contains 2040 members 
Mstep: Class 24 contains 4456 members 
Entering Unmasked Estep 
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Iteration 243Q: 19 clusters Score -7.557786e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 57950 members 
Mstep: Class 3 contains 59481 members 
Mstep: Class 4 contains 45376 members 
Mstep: Class 5 contains 42049 members 
Mstep: Class 7 contains 45317 members 
Mstep: Class 8 contains 90198 members 
Mstep: Class 9 contains 7556 members 
Mstep: Class 10 contains 70629 members 
Mstep: Class 13 contains 79947 members 
Mstep: Class 14 contains 4675 members 
Mstep: Class 15 contains 2438 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23554 members 
Mstep: Class 22 contains 82395 members 
Mstep: Class 23 contains 2054 members 
Mstep: Class 24 contains 4464 members 
Entering Unmasked Estep 
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Iteration 244Q: 19 clusters Score -7.557797e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 57959 members 
Mstep: Class 3 contains 59512 members 
Mstep: Class 4 contains 45386 members 
Mstep: Class 5 contains 42050 members 
Mstep: Class 7 contains 45316 members 
Mstep: Class 8 contains 90202 members 
Mstep: Class 9 contains 7550 members 
Mstep: Class 10 contains 70640 members 
Mstep: Class 13 contains 79947 members 
Mstep: Class 14 contains 4662 members 
Mstep: Class 15 contains 2441 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23545 members 
Mstep: Class 22 contains 82345 members 
Mstep: Class 23 contains 2066 members 
Mstep: Class 24 contains 4462 members 
Entering Unmasked Estep 
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Iteration 245Q: 19 clusters Score -7.557794e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 57979 members 
Mstep: Class 3 contains 59550 members 
Mstep: Class 4 contains 45405 members 
Mstep: Class 5 contains 42055 members 
Mstep: Class 7 contains 45323 members 
Mstep: Class 8 contains 90204 members 
Mstep: Class 9 contains 7547 members 
Mstep: Class 10 contains 70653 members 
Mstep: Class 13 contains 79944 members 
Mstep: Class 14 contains 4645 members 
Mstep: Class 15 contains 2445 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23534 members 
Mstep: Class 22 contains 82266 members 
Mstep: Class 23 contains 2078 members 
Mstep: Class 24 contains 4457 members 
Entering Unmasked Estep 
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Iteration 246Q: 19 clusters Score -7.557794e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 57997 members 
Mstep: Class 3 contains 59581 members 
Mstep: Class 4 contains 45421 members 
Mstep: Class 5 contains 42065 members 
Mstep: Class 7 contains 45324 members 
Mstep: Class 8 contains 90216 members 
Mstep: Class 9 contains 7544 members 
Mstep: Class 10 contains 70664 members 
Mstep: Class 13 contains 79938 members 
Mstep: Class 14 contains 4636 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23527 members 
Mstep: Class 22 contains 82178 members 
Mstep: Class 23 contains 2088 members 
Mstep: Class 24 contains 4457 members 
Entering Unmasked Estep 
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Iteration 247Q: 19 clusters Score -7.557796e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58013 members 
Mstep: Class 3 contains 59617 members 
Mstep: Class 4 contains 45433 members 
Mstep: Class 5 contains 42075 members 
Mstep: Class 7 contains 45329 members 
Mstep: Class 8 contains 90211 members 
Mstep: Class 9 contains 7542 members 
Mstep: Class 10 contains 70675 members 
Mstep: Class 13 contains 79930 members 
Mstep: Class 14 contains 4633 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23526 members 
Mstep: Class 22 contains 82093 members 
Mstep: Class 23 contains 2098 members 
Mstep: Class 24 contains 4459 members 
Entering Unmasked Estep 
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Iteration 248Q: 19 clusters Score -7.557791e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58027 members 
Mstep: Class 3 contains 59637 members 
Mstep: Class 4 contains 45449 members 
Mstep: Class 5 contains 42087 members 
Mstep: Class 7 contains 45332 members 
Mstep: Class 8 contains 90208 members 
Mstep: Class 9 contains 7541 members 
Mstep: Class 10 contains 70689 members 
Mstep: Class 13 contains 79934 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 2456 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23516 members 
Mstep: Class 22 contains 82014 members 
Mstep: Class 23 contains 2112 members 
Mstep: Class 24 contains 4459 members 
Entering Unmasked Estep 
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Iteration 249Q: 19 clusters Score -7.5578e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58040 members 
Mstep: Class 3 contains 59654 members 
Mstep: Class 4 contains 45464 members 
Mstep: Class 5 contains 42101 members 
Mstep: Class 7 contains 45338 members 
Mstep: Class 8 contains 90198 members 
Mstep: Class 9 contains 7540 members 
Mstep: Class 10 contains 70704 members 
Mstep: Class 13 contains 79926 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 2458 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23507 members 
Mstep: Class 22 contains 81954 members 
Mstep: Class 23 contains 2123 members 
Mstep: Class 24 contains 4458 members 
Entering Unmasked Estep 
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Iteration 250Q: 19 clusters Score -7.557795e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58059 members 
Mstep: Class 3 contains 59662 members 
Mstep: Class 4 contains 45484 members 
Mstep: Class 5 contains 42111 members 
Mstep: Class 7 contains 45340 members 
Mstep: Class 8 contains 90182 members 
Mstep: Class 9 contains 7536 members 
Mstep: Class 10 contains 70703 members 
Mstep: Class 13 contains 79935 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 2461 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23505 members 
Mstep: Class 22 contains 81902 members 
Mstep: Class 23 contains 2131 members 
Mstep: Class 24 contains 4458 members 
Entering Unmasked Estep 
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Iteration 251Q: 19 clusters Score -7.557788e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 58079 members 
Mstep: Class 3 contains 59668 members 
Mstep: Class 4 contains 45502 members 
Mstep: Class 5 contains 42118 members 
Mstep: Class 7 contains 45336 members 
Mstep: Class 8 contains 90182 members 
Mstep: Class 9 contains 7538 members 
Mstep: Class 10 contains 70705 members 
Mstep: Class 13 contains 79925 members 
Mstep: Class 14 contains 4614 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23500 members 
Mstep: Class 22 contains 81857 members 
Mstep: Class 23 contains 2137 members 
Mstep: Class 24 contains 4461 members 
Entering Unmasked Estep 
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Iteration 252Q: 19 clusters Score -7.557801e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 58090 members 
Mstep: Class 3 contains 59673 members 
Mstep: Class 4 contains 45525 members 
Mstep: Class 5 contains 42125 members 
Mstep: Class 7 contains 45335 members 
Mstep: Class 8 contains 90177 members 
Mstep: Class 9 contains 7537 members 
Mstep: Class 10 contains 70711 members 
Mstep: Class 13 contains 79928 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23498 members 
Mstep: Class 22 contains 81809 members 
Mstep: Class 23 contains 2144 members 
Mstep: Class 24 contains 4460 members 
Entering Unmasked Estep 
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Iteration 253Q: 19 clusters Score -7.557797e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 58098 members 
Mstep: Class 3 contains 59683 members 
Mstep: Class 4 contains 45548 members 
Mstep: Class 5 contains 42129 members 
Mstep: Class 7 contains 45334 members 
Mstep: Class 8 contains 90179 members 
Mstep: Class 9 contains 7535 members 
Mstep: Class 10 contains 70719 members 
Mstep: Class 13 contains 79932 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 17 contains 789 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23492 members 
Mstep: Class 22 contains 81754 members 
Mstep: Class 23 contains 2153 members 
Mstep: Class 24 contains 4458 members 
Entering Unmasked Estep 
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Iteration 254Q: 19 clusters Score -7.557799e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 58102 members 
Mstep: Class 3 contains 59701 members 
Mstep: Class 4 contains 45565 members 
Mstep: Class 5 contains 42136 members 
Mstep: Class 7 contains 45338 members 
Mstep: Class 8 contains 90178 members 
Mstep: Class 9 contains 7532 members 
Mstep: Class 10 contains 70723 members 
Mstep: Class 13 contains 79937 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23480 members 
Mstep: Class 22 contains 81695 members 
Mstep: Class 23 contains 2168 members 
Mstep: Class 24 contains 4460 members 
Entering Unmasked Estep 
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Iteration 255Q: 19 clusters Score -7.557794e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58110 members 
Mstep: Class 3 contains 59717 members 
Mstep: Class 4 contains 45574 members 
Mstep: Class 5 contains 42150 members 
Mstep: Class 7 contains 45339 members 
Mstep: Class 8 contains 90175 members 
Mstep: Class 9 contains 7528 members 
Mstep: Class 10 contains 70726 members 
Mstep: Class 13 contains 79930 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23477 members 
Mstep: Class 22 contains 81639 members 
Mstep: Class 23 contains 2179 members 
Mstep: Class 24 contains 4470 members 
Entering Unmasked Estep 
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Iteration 256Q: 19 clusters Score -7.557798e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58116 members 
Mstep: Class 3 contains 59736 members 
Mstep: Class 4 contains 45577 members 
Mstep: Class 5 contains 42163 members 
Mstep: Class 7 contains 45339 members 
Mstep: Class 8 contains 90184 members 
Mstep: Class 9 contains 7525 members 
Mstep: Class 10 contains 70726 members 
Mstep: Class 13 contains 79928 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23468 members 
Mstep: Class 22 contains 81588 members 
Mstep: Class 23 contains 2191 members 
Mstep: Class 24 contains 4474 members 
Entering Unmasked Estep 
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Iteration 257Q: 19 clusters Score -7.55779e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58119 members 
Mstep: Class 3 contains 59757 members 
Mstep: Class 4 contains 45583 members 
Mstep: Class 5 contains 42168 members 
Mstep: Class 7 contains 45345 members 
Mstep: Class 8 contains 90182 members 
Mstep: Class 9 contains 7521 members 
Mstep: Class 10 contains 70727 members 
Mstep: Class 13 contains 79922 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 2469 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23463 members 
Mstep: Class 22 contains 81542 members 
Mstep: Class 23 contains 2206 members 
Mstep: Class 24 contains 4478 members 
Entering Unmasked Estep 
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Iteration 258Q: 19 clusters Score -7.557791e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58128 members 
Mstep: Class 3 contains 59775 members 
Mstep: Class 4 contains 45589 members 
Mstep: Class 5 contains 42163 members 
Mstep: Class 7 contains 45350 members 
Mstep: Class 8 contains 90176 members 
Mstep: Class 9 contains 7517 members 
Mstep: Class 10 contains 70731 members 
Mstep: Class 13 contains 79919 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23457 members 
Mstep: Class 22 contains 81518 members 
Mstep: Class 23 contains 2213 members 
Mstep: Class 24 contains 4474 members 
Entering Unmasked Estep 
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Iteration 259Q: 19 clusters Score -7.557795e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58137 members 
Mstep: Class 3 contains 59798 members 
Mstep: Class 4 contains 45592 members 
Mstep: Class 5 contains 42158 members 
Mstep: Class 7 contains 45351 members 
Mstep: Class 8 contains 90172 members 
Mstep: Class 9 contains 7516 members 
Mstep: Class 10 contains 70731 members 
Mstep: Class 13 contains 79919 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 2473 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23446 members 
Mstep: Class 22 contains 81490 members 
Mstep: Class 23 contains 2227 members 
Mstep: Class 24 contains 4472 members 
Entering Unmasked Estep 
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Iteration 260F: 19 clusters Score -7.557801e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 59828 members 
Mstep: Class 4 contains 45596 members 
Mstep: Class 5 contains 42163 members 
Mstep: Class 7 contains 45353 members 
Mstep: Class 8 contains 90157 members 
Mstep: Class 9 contains 7515 members 
Mstep: Class 10 contains 70734 members 
Mstep: Class 13 contains 79908 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 2474 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23435 members 
Mstep: Class 22 contains 81463 members 
Mstep: Class 23 contains 2240 members 
Mstep: Class 24 contains 4473 members 
Entering Unmasked Estep 
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Iteration 261Q: 19 clusters Score -7.557806e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58150 members 
Mstep: Class 3 contains 59860 members 
Mstep: Class 4 contains 45599 members 
Mstep: Class 5 contains 42169 members 
Mstep: Class 7 contains 45357 members 
Mstep: Class 8 contains 90140 members 
Mstep: Class 9 contains 7514 members 
Mstep: Class 10 contains 70732 members 
Mstep: Class 13 contains 79907 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 2475 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23424 members 
Mstep: Class 22 contains 81435 members 
Mstep: Class 23 contains 2251 members 
Mstep: Class 24 contains 4469 members 
Entering Unmasked Estep 
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Iteration 262Q: 19 clusters Score -7.557814e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 58156 members 
Mstep: Class 3 contains 59875 members 
Mstep: Class 4 contains 45601 members 
Mstep: Class 5 contains 42183 members 
Mstep: Class 7 contains 45359 members 
Mstep: Class 8 contains 90139 members 
Mstep: Class 9 contains 7513 members 
Mstep: Class 10 contains 70733 members 
Mstep: Class 13 contains 79902 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23409 members 
Mstep: Class 22 contains 81399 members 
Mstep: Class 23 contains 2265 members 
Mstep: Class 24 contains 4472 members 
Entering Unmasked Estep 
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Iteration 263Q: 19 clusters Score -7.557808e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 58163 members 
Mstep: Class 3 contains 59884 members 
Mstep: Class 4 contains 45601 members 
Mstep: Class 5 contains 42188 members 
Mstep: Class 7 contains 45358 members 
Mstep: Class 8 contains 90149 members 
Mstep: Class 9 contains 7513 members 
Mstep: Class 10 contains 70728 members 
Mstep: Class 13 contains 79911 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23394 members 
Mstep: Class 22 contains 81372 members 
Mstep: Class 23 contains 2276 members 
Mstep: Class 24 contains 4466 members 
Entering Unmasked Estep 
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Iteration 264Q: 19 clusters Score -7.55781e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 58171 members 
Mstep: Class 3 contains 59891 members 
Mstep: Class 4 contains 45609 members 
Mstep: Class 5 contains 42185 members 
Mstep: Class 7 contains 45361 members 
Mstep: Class 8 contains 90147 members 
Mstep: Class 9 contains 7510 members 
Mstep: Class 10 contains 70733 members 
Mstep: Class 13 contains 79914 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 2488 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23377 members 
Mstep: Class 22 contains 81350 members 
Mstep: Class 23 contains 2286 members 
Mstep: Class 24 contains 4463 members 
Entering Unmasked Estep 
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Iteration 265Q: 19 clusters Score -7.557812e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 58178 members 
Mstep: Class 3 contains 59895 members 
Mstep: Class 4 contains 45612 members 
Mstep: Class 5 contains 42187 members 
Mstep: Class 7 contains 45364 members 
Mstep: Class 8 contains 90139 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 10 contains 70735 members 
Mstep: Class 13 contains 79909 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23372 members 
Mstep: Class 22 contains 81343 members 
Mstep: Class 23 contains 2288 members 
Mstep: Class 24 contains 4463 members 
Entering Unmasked Estep 
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Iteration 266Q: 19 clusters Score -7.557809e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 58188 members 
Mstep: Class 3 contains 59898 members 
Mstep: Class 4 contains 45610 members 
Mstep: Class 5 contains 42189 members 
Mstep: Class 7 contains 45369 members 
Mstep: Class 8 contains 90137 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 10 contains 70734 members 
Mstep: Class 13 contains 79910 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 2505 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23358 members 
Mstep: Class 22 contains 81333 members 
Mstep: Class 23 contains 2289 members 
Mstep: Class 24 contains 4460 members 
Entering Unmasked Estep 
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Iteration 267Q: 19 clusters Score -7.557813e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 58202 members 
Mstep: Class 3 contains 59908 members 
Mstep: Class 4 contains 45616 members 
Mstep: Class 5 contains 42192 members 
Mstep: Class 7 contains 45372 members 
Mstep: Class 8 contains 90142 members 
Mstep: Class 9 contains 7505 members 
Mstep: Class 10 contains 70731 members 
Mstep: Class 13 contains 79909 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 2509 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23349 members 
Mstep: Class 22 contains 81300 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 4460 members 
Entering Unmasked Estep 
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Iteration 268Q: 19 clusters Score -7.557806e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 58213 members 
Mstep: Class 3 contains 59921 members 
Mstep: Class 4 contains 45619 members 
Mstep: Class 5 contains 42195 members 
Mstep: Class 7 contains 45376 members 
Mstep: Class 8 contains 90145 members 
Mstep: Class 9 contains 7505 members 
Mstep: Class 10 contains 70732 members 
Mstep: Class 13 contains 79908 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 2511 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23334 members 
Mstep: Class 22 contains 81272 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 4462 members 
Entering Unmasked Estep 
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Iteration 269Q: 19 clusters Score -7.557798e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 58229 members 
Mstep: Class 3 contains 59936 members 
Mstep: Class 4 contains 45618 members 
Mstep: Class 5 contains 42194 members 
Mstep: Class 7 contains 45372 members 
Mstep: Class 8 contains 90143 members 
Mstep: Class 9 contains 7505 members 
Mstep: Class 10 contains 70739 members 
Mstep: Class 13 contains 79908 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23326 members 
Mstep: Class 22 contains 81244 members 
Mstep: Class 23 contains 2294 members 
Mstep: Class 24 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578064.000000 Penalty: 39018.101562
Iteration 270Q: 19 clusters Score -7.557806e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 58239 members 
Mstep: Class 3 contains 59950 members 
Mstep: Class 4 contains 45617 members 
Mstep: Class 5 contains 42196 members 
Mstep: Class 7 contains 45374 members 
Mstep: Class 8 contains 90149 members 
Mstep: Class 9 contains 7504 members 
Mstep: Class 10 contains 70742 members 
Mstep: Class 13 contains 79901 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23322 members 
Mstep: Class 22 contains 81215 members 
Mstep: Class 23 contains 2297 members 
Mstep: Class 24 contains 4459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578104.000000 Penalty: 39018.101562
Iteration 271Q: 19 clusters Score -7.55781e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 58250 members 
Mstep: Class 3 contains 59971 members 
Mstep: Class 4 contains 45610 members 
Mstep: Class 5 contains 42203 members 
Mstep: Class 7 contains 45373 members 
Mstep: Class 8 contains 90151 members 
Mstep: Class 9 contains 7503 members 
Mstep: Class 10 contains 70741 members 
Mstep: Class 13 contains 79900 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 2522 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23317 members 
Mstep: Class 22 contains 81182 members 
Mstep: Class 23 contains 2299 members 
Mstep: Class 24 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578128.000000 Penalty: 39018.101562
Iteration 272Q: 19 clusters Score -7.557813e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 58274 members 
Mstep: Class 3 contains 59980 members 
Mstep: Class 4 contains 45611 members 
Mstep: Class 5 contains 42210 members 
Mstep: Class 7 contains 45370 members 
Mstep: Class 8 contains 90144 members 
Mstep: Class 9 contains 7503 members 
Mstep: Class 10 contains 70739 members 
Mstep: Class 13 contains 79896 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 2523 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23313 members 
Mstep: Class 22 contains 81153 members 
Mstep: Class 23 contains 2301 members 
Mstep: Class 24 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578112.000000 Penalty: 39018.101562
Iteration 273Q: 19 clusters Score -7.557811e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 58291 members 
Mstep: Class 3 contains 59995 members 
Mstep: Class 4 contains 45609 members 
Mstep: Class 5 contains 42219 members 
Mstep: Class 7 contains 45368 members 
Mstep: Class 8 contains 90143 members 
Mstep: Class 9 contains 7501 members 
Mstep: Class 10 contains 70737 members 
Mstep: Class 13 contains 79889 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23312 members 
Mstep: Class 22 contains 81117 members 
Mstep: Class 23 contains 2303 members 
Mstep: Class 24 contains 4476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578096.000000 Penalty: 39018.101562
Iteration 274Q: 19 clusters Score -7.55781e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58314 members 
Mstep: Class 3 contains 60008 members 
Mstep: Class 4 contains 45611 members 
Mstep: Class 5 contains 42220 members 
Mstep: Class 7 contains 45362 members 
Mstep: Class 8 contains 90149 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 70729 members 
Mstep: Class 13 contains 79883 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 2531 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23307 members 
Mstep: Class 22 contains 81090 members 
Mstep: Class 23 contains 2305 members 
Mstep: Class 24 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578088.000000 Penalty: 39018.101562
Iteration 275Q: 19 clusters Score -7.557809e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58320 members 
Mstep: Class 3 contains 60025 members 
Mstep: Class 4 contains 45609 members 
Mstep: Class 5 contains 42224 members 
Mstep: Class 7 contains 45366 members 
Mstep: Class 8 contains 90150 members 
Mstep: Class 9 contains 7498 members 
Mstep: Class 10 contains 70723 members 
Mstep: Class 13 contains 79885 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 2532 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23305 members 
Mstep: Class 22 contains 81065 members 
Mstep: Class 23 contains 2307 members 
Mstep: Class 24 contains 4478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578000.000000 Penalty: 39018.101562
Iteration 276Q: 19 clusters Score -7.5578e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58326 members 
Mstep: Class 3 contains 60033 members 
Mstep: Class 4 contains 45617 members 
Mstep: Class 5 contains 42228 members 
Mstep: Class 7 contains 45364 members 
Mstep: Class 8 contains 90147 members 
Mstep: Class 9 contains 7495 members 
Mstep: Class 10 contains 70718 members 
Mstep: Class 13 contains 79888 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 2533 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23300 members 
Mstep: Class 22 contains 81047 members 
Mstep: Class 23 contains 2309 members 
Mstep: Class 24 contains 4481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578080.000000 Penalty: 39018.101562
Iteration 277Q: 19 clusters Score -7.557808e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58336 members 
Mstep: Class 3 contains 60043 members 
Mstep: Class 4 contains 45622 members 
Mstep: Class 5 contains 42230 members 
Mstep: Class 7 contains 45364 members 
Mstep: Class 8 contains 90149 members 
Mstep: Class 9 contains 7494 members 
Mstep: Class 10 contains 70719 members 
Mstep: Class 13 contains 79890 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 2533 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23292 members 
Mstep: Class 22 contains 81023 members 
Mstep: Class 23 contains 2309 members 
Mstep: Class 24 contains 4482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578048.000000 Penalty: 39018.101562
Iteration 278Q: 19 clusters Score -7.557805e+07 nChanged 114
Entering ConstructFrom: 
Score: -75578048.000000 Penalty: 39018.101562
Entering ConstructFrom: 
Trying to split cluster 1 (2047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Entering Unmasked Estep 
Score: -232630.843750 Penalty: 1238.921265
	Iteration 0F: 2 clusters Score -232630.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -230593.062500 Penalty: 2477.842529
	Iteration 0F: 3 clusters Score -230593.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -231051.812500 Penalty: 2477.842529
	Iteration 1F: 3 clusters Score -231051.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -231183.390625 Penalty: 2477.842529
	Iteration 2F: 3 clusters Score -231183.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -231285.187500 Penalty: 2477.842529
	Iteration 3F: 3 clusters Score -231285.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -231375.187500 Penalty: 2477.842529
	Iteration 4Q: 3 clusters Score -231375.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -231489.781250 Penalty: 2477.842529
	Iteration 5Q: 3 clusters Score -231489.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -231601.625000 Penalty: 2477.842529
	Iteration 6Q: 3 clusters Score -231601.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -231741.250000 Penalty: 2477.842529
	Iteration 7F: 3 clusters Score -231741.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -231923.156250 Penalty: 2477.842529
	Iteration 8F: 3 clusters Score -231923.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -232093.890625 Penalty: 2477.842529
	Iteration 9F: 3 clusters Score -232093.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -232225.671875 Penalty: 2477.842529
	Iteration 10Q: 3 clusters Score -232225.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -232338.906250 Penalty: 2477.842529
	Iteration 11Q: 3 clusters Score -232338.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -232410.968750 Penalty: 2477.842529
	Iteration 12Q: 3 clusters Score -232411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -232433.015625 Penalty: 2477.842529
	Iteration 13Q: 3 clusters Score -232433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -232452.515625 Penalty: 2477.842529
	Iteration 14Q: 3 clusters Score -232452.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -232456.765625 Penalty: 2477.842529
	Iteration 15Q: 3 clusters Score -232456.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -232459.593750 Penalty: 2477.842529
	Iteration 16Q: 3 clusters Score -232459.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -232461.078125 Penalty: 2477.842529
	Iteration 17Q: 3 clusters Score -232461.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -232461.437500 Penalty: 2477.842529
	Iteration 18Q: 3 clusters Score -232461.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -232461.437500 Penalty: 2477.842529
	Iteration 19F: 3 clusters Score -232461.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (58341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Entering Unmasked Estep 
Score: -7263974.000000 Penalty: 1783.284790
	Iteration 0F: 2 clusters Score -7263974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -7225207.500000 Penalty: 3566.569580
	Iteration 0F: 3 clusters Score -7225208 nChanged 27431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -7240848.000000 Penalty: 3566.569580
	Iteration 1F: 3 clusters Score -7240848 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -7241496.000000 Penalty: 3566.569580
	Iteration 2Q: 3 clusters Score -7241496 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -7242252.500000 Penalty: 3566.569580
	Iteration 3Q: 3 clusters Score -7242252 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -7243323.000000 Penalty: 3566.569580
	Iteration 4Q: 3 clusters Score -7243323 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -7244891.000000 Penalty: 3566.569580
	Iteration 5Q: 3 clusters Score -7244891 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -7247287.000000 Penalty: 3566.569580
	Iteration 6F: 3 clusters Score -7247287 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -7250477.500000 Penalty: 3566.569580
	Iteration 7F: 3 clusters Score -7250478 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -7253677.000000 Penalty: 3566.569580
	Iteration 8F: 3 clusters Score -7253677 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -7255284.500000 Penalty: 3566.569580
	Iteration 9F: 3 clusters Score -7255284 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -7255857.000000 Penalty: 3566.569580
	Iteration 10Q: 3 clusters Score -7255857 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -7256061.500000 Penalty: 3566.569580
	Iteration 11Q: 3 clusters Score -7256062 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -7256191.500000 Penalty: 3566.569580
	Iteration 12Q: 3 clusters Score -7256192 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -7256325.500000 Penalty: 3566.569580
	Iteration 13Q: 3 clusters Score -7256326 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -7256448.000000 Penalty: 3566.569580
	Iteration 14Q: 3 clusters Score -7256448 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -7256538.500000 Penalty: 3566.569580
	Iteration 15Q: 3 clusters Score -7256538 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -7256687.500000 Penalty: 3566.569580
	Iteration 16Q: 3 clusters Score -7256688 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -7256799.500000 Penalty: 3566.569580
	Iteration 17Q: 3 clusters Score -7256800 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -7256963.500000 Penalty: 3566.569580
	Iteration 18Q: 3 clusters Score -7256964 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -7257115.000000 Penalty: 3566.569580
	Iteration 19Q: 3 clusters Score -7257115 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -7257250.500000 Penalty: 3566.569580
	Iteration 20F: 3 clusters Score -7257250 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -7257407.000000 Penalty: 3566.569580
	Iteration 21Q: 3 clusters Score -7257407 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -7257550.500000 Penalty: 3566.569580
	Iteration 22Q: 3 clusters Score -7257550 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -7257714.000000 Penalty: 3566.569580
	Iteration 23Q: 3 clusters Score -7257714 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -7257836.000000 Penalty: 3566.569580
	Iteration 24Q: 3 clusters Score -7257836 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -7257985.500000 Penalty: 3566.569580
	Iteration 25Q: 3 clusters Score -7257986 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -7258156.000000 Penalty: 3566.569580
	Iteration 26Q: 3 clusters Score -7258156 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -7258277.500000 Penalty: 3566.569580
	Iteration 27Q: 3 clusters Score -7258278 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -7258392.500000 Penalty: 3566.569580
	Iteration 28Q: 3 clusters Score -7258392 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -7258552.500000 Penalty: 3566.569580
	Iteration 29Q: 3 clusters Score -7258552 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -7258750.500000 Penalty: 3566.569580
	Iteration 30Q: 3 clusters Score -7258750 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -7258938.000000 Penalty: 3566.569580
	Iteration 31Q: 3 clusters Score -7258938 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -7259157.500000 Penalty: 3566.569580
	Iteration 32Q: 3 clusters Score -7259158 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -7259344.000000 Penalty: 3566.569580
	Iteration 33Q: 3 clusters Score -7259344 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -7259533.500000 Penalty: 3566.569580
	Iteration 34Q: 3 clusters Score -7259534 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -7259828.500000 Penalty: 3566.569580
	Iteration 35Q: 3 clusters Score -7259828 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -7260071.000000 Penalty: 3566.569580
	Iteration 36Q: 3 clusters Score -7260071 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -7260282.500000 Penalty: 3566.569580
	Iteration 37Q: 3 clusters Score -7260282 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -7260511.000000 Penalty: 3566.569580
	Iteration 38Q: 3 clusters Score -7260511 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -7260723.500000 Penalty: 3566.569580
	Iteration 39Q: 3 clusters Score -7260724 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 51624 members 
Entering Unmasked Estep 
Score: -7260920.500000 Penalty: 3566.569580
	Iteration 40F: 3 clusters Score -7260920 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -7261133.000000 Penalty: 3566.569580
	Iteration 41Q: 3 clusters Score -7261133 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -7261288.000000 Penalty: 3566.569580
	Iteration 42Q: 3 clusters Score -7261288 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -7261451.000000 Penalty: 3566.569580
	Iteration 43Q: 3 clusters Score -7261451 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -7261613.000000 Penalty: 3566.569580
	Iteration 44Q: 3 clusters Score -7261613 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -7261747.500000 Penalty: 3566.569580
	Iteration 45Q: 3 clusters Score -7261748 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -7261863.500000 Penalty: 3566.569580
	Iteration 46Q: 3 clusters Score -7261864 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -7261944.500000 Penalty: 3566.569580
	Iteration 47Q: 3 clusters Score -7261944 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -7262028.000000 Penalty: 3566.569580
	Iteration 48Q: 3 clusters Score -7262028 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -7262121.000000 Penalty: 3566.569580
	Iteration 49Q: 3 clusters Score -7262121 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
Score: -7262182.500000 Penalty: 3566.569580
	Iteration 50Q: 3 clusters Score -7262182 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -7262249.500000 Penalty: 3566.569580
	Iteration 51Q: 3 clusters Score -7262250 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -7262307.000000 Penalty: 3566.569580
	Iteration 52Q: 3 clusters Score -7262307 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -7262319.000000 Penalty: 3566.569580
	Iteration 53Q: 3 clusters Score -7262319 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -7262359.500000 Penalty: 3566.569580
	Iteration 54Q: 3 clusters Score -7262360 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -7262385.500000 Penalty: 3566.569580
	Iteration 55Q: 3 clusters Score -7262386 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -7262435.500000 Penalty: 3566.569580
	Iteration 56Q: 3 clusters Score -7262436 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -7262455.500000 Penalty: 3566.569580
	Iteration 57Q: 3 clusters Score -7262456 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -7262485.500000 Penalty: 3566.569580
	Iteration 58Q: 3 clusters Score -7262486 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -7262491.000000 Penalty: 3566.569580
	Iteration 59Q: 3 clusters Score -7262491 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -7262479.000000 Penalty: 3566.569580
	Iteration 60F: 3 clusters Score -7262479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 56945 members 
Entering Unmasked Estep 
Score: -7262479.000000 Penalty: 3566.569580
	Iteration 61Q: 3 clusters Score -7262479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 56967 members 
Entering Unmasked Estep 
Score: -7262486.000000 Penalty: 3566.569580
	Iteration 62Q: 3 clusters Score -7262486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -7262486.000000 Penalty: 3566.569580
	Iteration 63Q: 3 clusters Score -7262486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -7262497.000000 Penalty: 3566.569580
	Iteration 64Q: 3 clusters Score -7262497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -7262508.000000 Penalty: 3566.569580
	Iteration 65Q: 3 clusters Score -7262508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -7262507.000000 Penalty: 3566.569580
	Iteration 66Q: 3 clusters Score -7262507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -7262500.000000 Penalty: 3566.569580
	Iteration 67Q: 3 clusters Score -7262500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -7262516.500000 Penalty: 3566.569580
	Iteration 68Q: 3 clusters Score -7262516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -7262535.000000 Penalty: 3566.569580
	Iteration 69Q: 3 clusters Score -7262535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -7262529.500000 Penalty: 3566.569580
	Iteration 70Q: 3 clusters Score -7262530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -7262536.500000 Penalty: 3566.569580
	Iteration 71Q: 3 clusters Score -7262536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -7262543.000000 Penalty: 3566.569580
	Iteration 72Q: 3 clusters Score -7262543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -7262555.000000 Penalty: 3566.569580
	Iteration 73Q: 3 clusters Score -7262555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -7262558.500000 Penalty: 3566.569580
	Iteration 74Q: 3 clusters Score -7262558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -7262564.000000 Penalty: 3566.569580
	Iteration 75Q: 3 clusters Score -7262564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -7262577.000000 Penalty: 3566.569580
	Iteration 76Q: 3 clusters Score -7262577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -7262582.500000 Penalty: 3566.569580
	Iteration 77Q: 3 clusters Score -7262582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -7262591.500000 Penalty: 3566.569580
	Iteration 78Q: 3 clusters Score -7262592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -7262589.000000 Penalty: 3566.569580
	Iteration 79Q: 3 clusters Score -7262589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -7262590.000000 Penalty: 3566.569580
	Iteration 80F: 3 clusters Score -7262590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -7262600.000000 Penalty: 3566.569580
	Iteration 81Q: 3 clusters Score -7262600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -7262600.000000 Penalty: 3566.569580
	Iteration 82Q: 3 clusters Score -7262600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -7262609.500000 Penalty: 3566.569580
	Iteration 83Q: 3 clusters Score -7262610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -7262613.000000 Penalty: 3566.569580
	Iteration 84Q: 3 clusters Score -7262613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 57401 members 
Entering Unmasked Estep 
Score: -7262609.000000 Penalty: 3566.569580
	Iteration 85Q: 3 clusters Score -7262609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 57413 members 
Entering Unmasked Estep 
Score: -7262611.500000 Penalty: 3566.569580
	Iteration 86Q: 3 clusters Score -7262612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -7262620.500000 Penalty: 3566.569580
	Iteration 87Q: 3 clusters Score -7262620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -7262619.000000 Penalty: 3566.569580
	Iteration 88Q: 3 clusters Score -7262619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -7262620.500000 Penalty: 3566.569580
	Iteration 89Q: 3 clusters Score -7262620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -7262622.000000 Penalty: 3566.569580
	Iteration 90Q: 3 clusters Score -7262622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -7262623.500000 Penalty: 3566.569580
	Iteration 91Q: 3 clusters Score -7262624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -7262628.000000 Penalty: 3566.569580
	Iteration 92Q: 3 clusters Score -7262628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -7262623.500000 Penalty: 3566.569580
	Iteration 93Q: 3 clusters Score -7262624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -7262624.000000 Penalty: 3566.569580
	Iteration 94Q: 3 clusters Score -7262624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -7262632.500000 Penalty: 3566.569580
	Iteration 95Q: 3 clusters Score -7262632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 57455 members 
Entering Unmasked Estep 
Score: -7262626.500000 Penalty: 3566.569580
	Iteration 96Q: 3 clusters Score -7262626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -7262629.500000 Penalty: 3566.569580
	Iteration 97Q: 3 clusters Score -7262630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -7262629.000000 Penalty: 3566.569580
	Iteration 98Q: 3 clusters Score -7262629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -7262628.000000 Penalty: 3566.569580
	Iteration 99Q: 3 clusters Score -7262628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 57470 members 
Entering Unmasked Estep 
Score: -7262623.000000 Penalty: 3566.569580
	Iteration 100F: 3 clusters Score -7262623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -7262627.000000 Penalty: 3566.569580
	Iteration 101Q: 3 clusters Score -7262627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -7262631.000000 Penalty: 3566.569580
	Iteration 102Q: 3 clusters Score -7262631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -7262632.500000 Penalty: 3566.569580
	Iteration 103Q: 3 clusters Score -7262632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 57481 members 
Entering Unmasked Estep 
Score: -7262634.500000 Penalty: 3566.569580
	Iteration 104Q: 3 clusters Score -7262634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -7262635.000000 Penalty: 3566.569580
	Iteration 105Q: 3 clusters Score -7262635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -7262632.500000 Penalty: 3566.569580
	Iteration 106Q: 3 clusters Score -7262632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -7262638.000000 Penalty: 3566.569580
	Iteration 107Q: 3 clusters Score -7262638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -7262638.500000 Penalty: 3566.569580
	Iteration 108Q: 3 clusters Score -7262638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -7262636.500000 Penalty: 3566.569580
	Iteration 109Q: 3 clusters Score -7262636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -7262636.500000 Penalty: 3566.569580
	Iteration 110F: 3 clusters Score -7262636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60055 members 
Entering Unmasked Estep 
Score: -7482798.500000 Penalty: 1787.990234
	Iteration 0F: 2 clusters Score -7482798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -7442900.000000 Penalty: 3575.980469
	Iteration 0F: 3 clusters Score -7442900 nChanged 28427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -7459122.000000 Penalty: 3575.980469
	Iteration 1F: 3 clusters Score -7459122 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -7459737.000000 Penalty: 3575.980469
	Iteration 2Q: 3 clusters Score -7459737 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -7460435.000000 Penalty: 3575.980469
	Iteration 3Q: 3 clusters Score -7460435 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -7461578.500000 Penalty: 3575.980469
	Iteration 4Q: 3 clusters Score -7461578 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -7463389.000000 Penalty: 3575.980469
	Iteration 5F: 3 clusters Score -7463389 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -7466038.500000 Penalty: 3575.980469
	Iteration 6F: 3 clusters Score -7466038 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -7469681.000000 Penalty: 3575.980469
	Iteration 7F: 3 clusters Score -7469681 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -7472940.000000 Penalty: 3575.980469
	Iteration 8F: 3 clusters Score -7472940 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -7474625.000000 Penalty: 3575.980469
	Iteration 9F: 3 clusters Score -7474625 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -7475262.000000 Penalty: 3575.980469
	Iteration 10Q: 3 clusters Score -7475262 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -7475578.500000 Penalty: 3575.980469
	Iteration 11Q: 3 clusters Score -7475578 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -7475858.000000 Penalty: 3575.980469
	Iteration 12Q: 3 clusters Score -7475858 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -7476086.500000 Penalty: 3575.980469
	Iteration 13Q: 3 clusters Score -7476086 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -7476350.500000 Penalty: 3575.980469
	Iteration 14Q: 3 clusters Score -7476350 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -7476562.000000 Penalty: 3575.980469
	Iteration 15Q: 3 clusters Score -7476562 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -7476784.000000 Penalty: 3575.980469
	Iteration 16Q: 3 clusters Score -7476784 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -7477037.000000 Penalty: 3575.980469
	Iteration 17Q: 3 clusters Score -7477037 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -7477196.500000 Penalty: 3575.980469
	Iteration 18Q: 3 clusters Score -7477196 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -7477351.500000 Penalty: 3575.980469
	Iteration 19Q: 3 clusters Score -7477352 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -7477528.000000 Penalty: 3575.980469
	Iteration 20F: 3 clusters Score -7477528 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -7477699.500000 Penalty: 3575.980469
	Iteration 21Q: 3 clusters Score -7477700 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -7477930.000000 Penalty: 3575.980469
	Iteration 22Q: 3 clusters Score -7477930 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -7478101.000000 Penalty: 3575.980469
	Iteration 23Q: 3 clusters Score -7478101 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -7478330.000000 Penalty: 3575.980469
	Iteration 24Q: 3 clusters Score -7478330 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -7478586.000000 Penalty: 3575.980469
	Iteration 25Q: 3 clusters Score -7478586 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -7478856.000000 Penalty: 3575.980469
	Iteration 26Q: 3 clusters Score -7478856 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -7479185.500000 Penalty: 3575.980469
	Iteration 27Q: 3 clusters Score -7479186 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -7479463.000000 Penalty: 3575.980469
	Iteration 28Q: 3 clusters Score -7479463 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -7479738.500000 Penalty: 3575.980469
	Iteration 29Q: 3 clusters Score -7479738 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -7479960.500000 Penalty: 3575.980469
	Iteration 30Q: 3 clusters Score -7479960 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -7480198.000000 Penalty: 3575.980469
	Iteration 31Q: 3 clusters Score -7480198 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -7480417.500000 Penalty: 3575.980469
	Iteration 32Q: 3 clusters Score -7480418 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -7480639.500000 Penalty: 3575.980469
	Iteration 33Q: 3 clusters Score -7480640 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -7480832.000000 Penalty: 3575.980469
	Iteration 34Q: 3 clusters Score -7480832 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -7481028.000000 Penalty: 3575.980469
	Iteration 35Q: 3 clusters Score -7481028 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -7481139.000000 Penalty: 3575.980469
	Iteration 36Q: 3 clusters Score -7481139 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -7481256.000000 Penalty: 3575.980469
	Iteration 37Q: 3 clusters Score -7481256 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -7481366.000000 Penalty: 3575.980469
	Iteration 38Q: 3 clusters Score -7481366 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -7481463.500000 Penalty: 3575.980469
	Iteration 39Q: 3 clusters Score -7481464 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -7481496.000000 Penalty: 3575.980469
	Iteration 40F: 3 clusters Score -7481496 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -7481545.500000 Penalty: 3575.980469
	Iteration 41Q: 3 clusters Score -7481546 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 58756 members 
Entering Unmasked Estep 
Score: -7481575.500000 Penalty: 3575.980469
	Iteration 42Q: 3 clusters Score -7481576 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 58828 members 
Entering Unmasked Estep 
Score: -7481590.000000 Penalty: 3575.980469
	Iteration 43Q: 3 clusters Score -7481590 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 58885 members 
Entering Unmasked Estep 
Score: -7481600.500000 Penalty: 3575.980469
	Iteration 44Q: 3 clusters Score -7481600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -7481629.000000 Penalty: 3575.980469
	Iteration 45Q: 3 clusters Score -7481629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 58967 members 
Entering Unmasked Estep 
Score: -7481637.000000 Penalty: 3575.980469
	Iteration 46Q: 3 clusters Score -7481637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -7481654.000000 Penalty: 3575.980469
	Iteration 47Q: 3 clusters Score -7481654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -7481682.500000 Penalty: 3575.980469
	Iteration 48Q: 3 clusters Score -7481682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -7481686.500000 Penalty: 3575.980469
	Iteration 49Q: 3 clusters Score -7481686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 59156 members 
Entering Unmasked Estep 
Score: -7481685.000000 Penalty: 3575.980469
	Iteration 50Q: 3 clusters Score -7481685 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -7481706.000000 Penalty: 3575.980469
	Iteration 51Q: 3 clusters Score -7481706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -7481710.500000 Penalty: 3575.980469
	Iteration 52Q: 3 clusters Score -7481710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 59246 members 
Entering Unmasked Estep 
Score: -7481709.500000 Penalty: 3575.980469
	Iteration 53Q: 3 clusters Score -7481710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 59259 members 
Entering Unmasked Estep 
Score: -7481711.000000 Penalty: 3575.980469
	Iteration 54Q: 3 clusters Score -7481711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -7481720.500000 Penalty: 3575.980469
	Iteration 55Q: 3 clusters Score -7481720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -7481718.000000 Penalty: 3575.980469
	Iteration 56Q: 3 clusters Score -7481718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 59293 members 
Entering Unmasked Estep 
Score: -7481716.000000 Penalty: 3575.980469
	Iteration 57Q: 3 clusters Score -7481716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 59304 members 
Entering Unmasked Estep 
Score: -7481717.500000 Penalty: 3575.980469
	Iteration 58Q: 3 clusters Score -7481718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 59314 members 
Entering Unmasked Estep 
Score: -7481719.000000 Penalty: 3575.980469
	Iteration 59Q: 3 clusters Score -7481719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 59322 members 
Entering Unmasked Estep 
Score: -7481721.500000 Penalty: 3575.980469
	Iteration 60F: 3 clusters Score -7481722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -7481717.000000 Penalty: 3575.980469
	Iteration 61Q: 3 clusters Score -7481717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -7481722.500000 Penalty: 3575.980469
	Iteration 62Q: 3 clusters Score -7481722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
Score: -7481725.500000 Penalty: 3575.980469
	Iteration 63Q: 3 clusters Score -7481726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -7481724.500000 Penalty: 3575.980469
	Iteration 64Q: 3 clusters Score -7481724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -7481728.000000 Penalty: 3575.980469
	Iteration 65Q: 3 clusters Score -7481728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -7481723.500000 Penalty: 3575.980469
	Iteration 66Q: 3 clusters Score -7481724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 59344 members 
Entering Unmasked Estep 
Score: -7481723.500000 Penalty: 3575.980469
	Iteration 67Q: 3 clusters Score -7481724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -7481725.500000 Penalty: 3575.980469
	Iteration 68Q: 3 clusters Score -7481726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 59352 members 
Entering Unmasked Estep 
Score: -7481726.000000 Penalty: 3575.980469
	Iteration 69Q: 3 clusters Score -7481726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -7481737.000000 Penalty: 3575.980469
	Iteration 70Q: 3 clusters Score -7481737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 59362 members 
Entering Unmasked Estep 
Score: -7481738.000000 Penalty: 3575.980469
	Iteration 71Q: 3 clusters Score -7481738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 59366 members 
Entering Unmasked Estep 
Score: -7481735.500000 Penalty: 3575.980469
	Iteration 72Q: 3 clusters Score -7481736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -7481738.000000 Penalty: 3575.980469
	Iteration 73Q: 3 clusters Score -7481738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -7481741.000000 Penalty: 3575.980469
	Iteration 74Q: 3 clusters Score -7481741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -7481739.500000 Penalty: 3575.980469
	Iteration 75Q: 3 clusters Score -7481740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -7481743.000000 Penalty: 3575.980469
	Iteration 76Q: 3 clusters Score -7481743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 59376 members 
Entering Unmasked Estep 
Score: -7481749.000000 Penalty: 3575.980469
	Iteration 77Q: 3 clusters Score -7481749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -7481750.000000 Penalty: 3575.980469
	Iteration 78Q: 3 clusters Score -7481750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -7481749.500000 Penalty: 3575.980469
	Iteration 79Q: 3 clusters Score -7481750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -7481750.000000 Penalty: 3575.980469
	Iteration 80F: 3 clusters Score -7481750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -7481748.000000 Penalty: 3575.980469
	Iteration 81Q: 3 clusters Score -7481748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -7481750.500000 Penalty: 3575.980469
	Iteration 82Q: 3 clusters Score -7481750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -7481757.500000 Penalty: 3575.980469
	Iteration 83Q: 3 clusters Score -7481758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -7481752.000000 Penalty: 3575.980469
	Iteration 84Q: 3 clusters Score -7481752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -7481754.500000 Penalty: 3575.980469
	Iteration 85Q: 3 clusters Score -7481754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
Score: -7481753.000000 Penalty: 3575.980469
	Iteration 86Q: 3 clusters Score -7481753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
Score: -7481753.000000 Penalty: 3575.980469
	Iteration 87F: 3 clusters Score -7481753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Entering Unmasked Estep 
Score: -5670548.500000 Penalty: 1743.345093
	Iteration 0F: 2 clusters Score -5670548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -5640080.000000 Penalty: 3486.690186
	Iteration 0F: 3 clusters Score -5640080 nChanged 21216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -5652476.500000 Penalty: 3486.690186
	Iteration 1F: 3 clusters Score -5652476 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -5653492.500000 Penalty: 3486.690186
	Iteration 2Q: 3 clusters Score -5653492 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -5654923.500000 Penalty: 3486.690186
	Iteration 3F: 3 clusters Score -5654924 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -5656416.500000 Penalty: 3486.690186
	Iteration 4F: 3 clusters Score -5656416 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -5658212.000000 Penalty: 3486.690186
	Iteration 5F: 3 clusters Score -5658212 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -5660459.500000 Penalty: 3486.690186
	Iteration 6F: 3 clusters Score -5660460 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -5662789.500000 Penalty: 3486.690186
	Iteration 7F: 3 clusters Score -5662790 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -5664251.500000 Penalty: 3486.690186
	Iteration 8F: 3 clusters Score -5664252 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -5664907.500000 Penalty: 3486.690186
	Iteration 9Q: 3 clusters Score -5664908 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -5665254.500000 Penalty: 3486.690186
	Iteration 10Q: 3 clusters Score -5665254 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -5665502.500000 Penalty: 3486.690186
	Iteration 11Q: 3 clusters Score -5665502 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -5665737.500000 Penalty: 3486.690186
	Iteration 12Q: 3 clusters Score -5665738 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -5665968.500000 Penalty: 3486.690186
	Iteration 13Q: 3 clusters Score -5665968 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -5666174.000000 Penalty: 3486.690186
	Iteration 14Q: 3 clusters Score -5666174 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -5666383.000000 Penalty: 3486.690186
	Iteration 15Q: 3 clusters Score -5666383 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -5666600.000000 Penalty: 3486.690186
	Iteration 16Q: 3 clusters Score -5666600 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -5666806.000000 Penalty: 3486.690186
	Iteration 17Q: 3 clusters Score -5666806 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -5666992.500000 Penalty: 3486.690186
	Iteration 18Q: 3 clusters Score -5666992 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -5667134.000000 Penalty: 3486.690186
	Iteration 19Q: 3 clusters Score -5667134 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -5667287.000000 Penalty: 3486.690186
	Iteration 20F: 3 clusters Score -5667287 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -5667478.500000 Penalty: 3486.690186
	Iteration 21Q: 3 clusters Score -5667478 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -5667645.000000 Penalty: 3486.690186
	Iteration 22Q: 3 clusters Score -5667645 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -5667814.500000 Penalty: 3486.690186
	Iteration 23Q: 3 clusters Score -5667814 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -5667970.000000 Penalty: 3486.690186
	Iteration 24Q: 3 clusters Score -5667970 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -5668102.500000 Penalty: 3486.690186
	Iteration 25Q: 3 clusters Score -5668102 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -5668262.500000 Penalty: 3486.690186
	Iteration 26Q: 3 clusters Score -5668262 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -5668390.000000 Penalty: 3486.690186
	Iteration 27Q: 3 clusters Score -5668390 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -5668504.500000 Penalty: 3486.690186
	Iteration 28Q: 3 clusters Score -5668504 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -5668599.000000 Penalty: 3486.690186
	Iteration 29Q: 3 clusters Score -5668599 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -5668703.000000 Penalty: 3486.690186
	Iteration 30Q: 3 clusters Score -5668703 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -5668795.500000 Penalty: 3486.690186
	Iteration 31Q: 3 clusters Score -5668796 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -5668851.500000 Penalty: 3486.690186
	Iteration 32Q: 3 clusters Score -5668852 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -5668916.000000 Penalty: 3486.690186
	Iteration 33Q: 3 clusters Score -5668916 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -5668974.500000 Penalty: 3486.690186
	Iteration 34Q: 3 clusters Score -5668974 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -5669050.000000 Penalty: 3486.690186
	Iteration 35Q: 3 clusters Score -5669050 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -5669112.500000 Penalty: 3486.690186
	Iteration 36Q: 3 clusters Score -5669112 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -5669145.500000 Penalty: 3486.690186
	Iteration 37Q: 3 clusters Score -5669146 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -5669209.500000 Penalty: 3486.690186
	Iteration 38Q: 3 clusters Score -5669210 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -5669223.000000 Penalty: 3486.690186
	Iteration 39Q: 3 clusters Score -5669223 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -5669266.500000 Penalty: 3486.690186
	Iteration 40F: 3 clusters Score -5669266 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -5669305.500000 Penalty: 3486.690186
	Iteration 41Q: 3 clusters Score -5669306 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -5669336.500000 Penalty: 3486.690186
	Iteration 42Q: 3 clusters Score -5669336 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -5669358.500000 Penalty: 3486.690186
	Iteration 43Q: 3 clusters Score -5669358 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -5669366.000000 Penalty: 3486.690186
	Iteration 44Q: 3 clusters Score -5669366 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -5669386.500000 Penalty: 3486.690186
	Iteration 45Q: 3 clusters Score -5669386 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -5669404.500000 Penalty: 3486.690186
	Iteration 46Q: 3 clusters Score -5669404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -5669427.000000 Penalty: 3486.690186
	Iteration 47Q: 3 clusters Score -5669427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -5669429.500000 Penalty: 3486.690186
	Iteration 48Q: 3 clusters Score -5669430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -5669421.000000 Penalty: 3486.690186
	Iteration 49Q: 3 clusters Score -5669421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -5669437.500000 Penalty: 3486.690186
	Iteration 50Q: 3 clusters Score -5669438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -5669437.000000 Penalty: 3486.690186
	Iteration 51Q: 3 clusters Score -5669437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -5669442.500000 Penalty: 3486.690186
	Iteration 52Q: 3 clusters Score -5669442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -5669451.500000 Penalty: 3486.690186
	Iteration 53Q: 3 clusters Score -5669452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -5669456.500000 Penalty: 3486.690186
	Iteration 54Q: 3 clusters Score -5669456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -5669469.000000 Penalty: 3486.690186
	Iteration 55Q: 3 clusters Score -5669469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -5669469.000000 Penalty: 3486.690186
	Iteration 56Q: 3 clusters Score -5669469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -5669466.500000 Penalty: 3486.690186
	Iteration 57Q: 3 clusters Score -5669466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -5669465.000000 Penalty: 3486.690186
	Iteration 58Q: 3 clusters Score -5669465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -5669467.000000 Penalty: 3486.690186
	Iteration 59Q: 3 clusters Score -5669467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -5669467.000000 Penalty: 3486.690186
	Iteration 60F: 3 clusters Score -5669467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -5669464.500000 Penalty: 3486.690186
	Iteration 61Q: 3 clusters Score -5669464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -5669467.000000 Penalty: 3486.690186
	Iteration 62Q: 3 clusters Score -5669467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -5669472.000000 Penalty: 3486.690186
	Iteration 63Q: 3 clusters Score -5669472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -5669474.500000 Penalty: 3486.690186
	Iteration 64Q: 3 clusters Score -5669474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -5669477.500000 Penalty: 3486.690186
	Iteration 65Q: 3 clusters Score -5669478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -5669493.500000 Penalty: 3486.690186
	Iteration 66Q: 3 clusters Score -5669494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -5669487.000000 Penalty: 3486.690186
	Iteration 67Q: 3 clusters Score -5669487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -5669489.500000 Penalty: 3486.690186
	Iteration 68Q: 3 clusters Score -5669490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -5669490.000000 Penalty: 3486.690186
	Iteration 69Q: 3 clusters Score -5669490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -5669489.500000 Penalty: 3486.690186
	Iteration 70Q: 3 clusters Score -5669490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -5669487.000000 Penalty: 3486.690186
	Iteration 71Q: 3 clusters Score -5669487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -5669490.500000 Penalty: 3486.690186
	Iteration 72Q: 3 clusters Score -5669490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -5669490.500000 Penalty: 3486.690186
	Iteration 73Q: 3 clusters Score -5669490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -5669494.500000 Penalty: 3486.690186
	Iteration 74Q: 3 clusters Score -5669494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -5669494.500000 Penalty: 3486.690186
	Iteration 75F: 3 clusters Score -5669494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Entering Unmasked Estep 
Score: -5252860.500000 Penalty: 1730.795898
	Iteration 0F: 2 clusters Score -5252860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -5224671.500000 Penalty: 3461.591797
	Iteration 0F: 3 clusters Score -5224672 nChanged 19633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -5235760.000000 Penalty: 3461.591797
	Iteration 1F: 3 clusters Score -5235760 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -5236319.500000 Penalty: 3461.591797
	Iteration 2Q: 3 clusters Score -5236320 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -5237049.000000 Penalty: 3461.591797
	Iteration 3Q: 3 clusters Score -5237049 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -5238176.500000 Penalty: 3461.591797
	Iteration 4F: 3 clusters Score -5238176 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -5239842.000000 Penalty: 3461.591797
	Iteration 5F: 3 clusters Score -5239842 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -5242145.000000 Penalty: 3461.591797
	Iteration 6F: 3 clusters Score -5242145 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -5244799.500000 Penalty: 3461.591797
	Iteration 7F: 3 clusters Score -5244800 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -5247162.500000 Penalty: 3461.591797
	Iteration 8F: 3 clusters Score -5247162 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -5248603.000000 Penalty: 3461.591797
	Iteration 9Q: 3 clusters Score -5248603 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -5249367.000000 Penalty: 3461.591797
	Iteration 10Q: 3 clusters Score -5249367 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -5249818.000000 Penalty: 3461.591797
	Iteration 11Q: 3 clusters Score -5249818 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -5250141.000000 Penalty: 3461.591797
	Iteration 12Q: 3 clusters Score -5250141 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -5250308.500000 Penalty: 3461.591797
	Iteration 13Q: 3 clusters Score -5250308 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -5250480.000000 Penalty: 3461.591797
	Iteration 14Q: 3 clusters Score -5250480 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -5250644.500000 Penalty: 3461.591797
	Iteration 15Q: 3 clusters Score -5250644 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -5250801.500000 Penalty: 3461.591797
	Iteration 16Q: 3 clusters Score -5250802 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -5250901.000000 Penalty: 3461.591797
	Iteration 17Q: 3 clusters Score -5250901 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -5251010.500000 Penalty: 3461.591797
	Iteration 18Q: 3 clusters Score -5251010 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5251130.000000 Penalty: 3461.591797
	Iteration 19Q: 3 clusters Score -5251130 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -5251177.500000 Penalty: 3461.591797
	Iteration 20F: 3 clusters Score -5251178 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5251229.500000 Penalty: 3461.591797
	Iteration 21Q: 3 clusters Score -5251230 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5251296.000000 Penalty: 3461.591797
	Iteration 22Q: 3 clusters Score -5251296 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5251353.500000 Penalty: 3461.591797
	Iteration 23Q: 3 clusters Score -5251354 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5251408.000000 Penalty: 3461.591797
	Iteration 24Q: 3 clusters Score -5251408 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5251441.000000 Penalty: 3461.591797
	Iteration 25Q: 3 clusters Score -5251441 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5251463.000000 Penalty: 3461.591797
	Iteration 26Q: 3 clusters Score -5251463 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5251484.500000 Penalty: 3461.591797
	Iteration 27Q: 3 clusters Score -5251484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5251511.500000 Penalty: 3461.591797
	Iteration 28Q: 3 clusters Score -5251512 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5251534.000000 Penalty: 3461.591797
	Iteration 29Q: 3 clusters Score -5251534 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5251547.000000 Penalty: 3461.591797
	Iteration 30Q: 3 clusters Score -5251547 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5251572.500000 Penalty: 3461.591797
	Iteration 31Q: 3 clusters Score -5251572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5251583.000000 Penalty: 3461.591797
	Iteration 32Q: 3 clusters Score -5251583 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5251598.000000 Penalty: 3461.591797
	Iteration 33Q: 3 clusters Score -5251598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5251609.000000 Penalty: 3461.591797
	Iteration 34Q: 3 clusters Score -5251609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5251626.500000 Penalty: 3461.591797
	Iteration 35Q: 3 clusters Score -5251626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5251617.000000 Penalty: 3461.591797
	Iteration 36Q: 3 clusters Score -5251617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5251623.000000 Penalty: 3461.591797
	Iteration 37Q: 3 clusters Score -5251623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5251627.000000 Penalty: 3461.591797
	Iteration 38Q: 3 clusters Score -5251627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5251628.500000 Penalty: 3461.591797
	Iteration 39Q: 3 clusters Score -5251628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5251634.500000 Penalty: 3461.591797
	Iteration 40F: 3 clusters Score -5251634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5251633.000000 Penalty: 3461.591797
	Iteration 41Q: 3 clusters Score -5251633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5251640.000000 Penalty: 3461.591797
	Iteration 42Q: 3 clusters Score -5251640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5251643.500000 Penalty: 3461.591797
	Iteration 43Q: 3 clusters Score -5251644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5251652.500000 Penalty: 3461.591797
	Iteration 44Q: 3 clusters Score -5251652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5251654.500000 Penalty: 3461.591797
	Iteration 45Q: 3 clusters Score -5251654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5251660.500000 Penalty: 3461.591797
	Iteration 46Q: 3 clusters Score -5251660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5251662.000000 Penalty: 3461.591797
	Iteration 47Q: 3 clusters Score -5251662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5251669.500000 Penalty: 3461.591797
	Iteration 48Q: 3 clusters Score -5251670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5251689.000000 Penalty: 3461.591797
	Iteration 49Q: 3 clusters Score -5251689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5251688.500000 Penalty: 3461.591797
	Iteration 50Q: 3 clusters Score -5251688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5251686.000000 Penalty: 3461.591797
	Iteration 51Q: 3 clusters Score -5251686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5251687.000000 Penalty: 3461.591797
	Iteration 52Q: 3 clusters Score -5251687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5251688.500000 Penalty: 3461.591797
	Iteration 53Q: 3 clusters Score -5251688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5251686.500000 Penalty: 3461.591797
	Iteration 54Q: 3 clusters Score -5251686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5251683.500000 Penalty: 3461.591797
	Iteration 55Q: 3 clusters Score -5251684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5251679.000000 Penalty: 3461.591797
	Iteration 56Q: 3 clusters Score -5251679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5251682.500000 Penalty: 3461.591797
	Iteration 57Q: 3 clusters Score -5251682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5251678.500000 Penalty: 3461.591797
	Iteration 58Q: 3 clusters Score -5251678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5251678.500000 Penalty: 3461.591797
	Iteration 59F: 3 clusters Score -5251678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Entering Unmasked Estep 
Score: -5638655.500000 Penalty: 1742.402100
	Iteration 0F: 2 clusters Score -5638656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -5608415.000000 Penalty: 3484.804199
	Iteration 0F: 3 clusters Score -5608415 nChanged 21214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -5621215.000000 Penalty: 3484.804199
	Iteration 1F: 3 clusters Score -5621215 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -5622549.500000 Penalty: 3484.804199
	Iteration 2F: 3 clusters Score -5622550 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -5624444.500000 Penalty: 3484.804199
	Iteration 3F: 3 clusters Score -5624444 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -5627131.000000 Penalty: 3484.804199
	Iteration 4F: 3 clusters Score -5627131 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -5630086.500000 Penalty: 3484.804199
	Iteration 5F: 3 clusters Score -5630086 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -5632445.000000 Penalty: 3484.804199
	Iteration 6F: 3 clusters Score -5632445 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -5633801.000000 Penalty: 3484.804199
	Iteration 7Q: 3 clusters Score -5633801 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -5634473.000000 Penalty: 3484.804199
	Iteration 8Q: 3 clusters Score -5634473 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -5634921.000000 Penalty: 3484.804199
	Iteration 9Q: 3 clusters Score -5634921 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -5635261.000000 Penalty: 3484.804199
	Iteration 10Q: 3 clusters Score -5635261 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -5635548.500000 Penalty: 3484.804199
	Iteration 11Q: 3 clusters Score -5635548 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -5635762.000000 Penalty: 3484.804199
	Iteration 12Q: 3 clusters Score -5635762 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -5635943.500000 Penalty: 3484.804199
	Iteration 13Q: 3 clusters Score -5635944 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -5636060.500000 Penalty: 3484.804199
	Iteration 14Q: 3 clusters Score -5636060 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -5636216.000000 Penalty: 3484.804199
	Iteration 15Q: 3 clusters Score -5636216 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -5636338.000000 Penalty: 3484.804199
	Iteration 16Q: 3 clusters Score -5636338 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -5636465.500000 Penalty: 3484.804199
	Iteration 17Q: 3 clusters Score -5636466 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -5636550.500000 Penalty: 3484.804199
	Iteration 18Q: 3 clusters Score -5636550 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -5636607.500000 Penalty: 3484.804199
	Iteration 19Q: 3 clusters Score -5636608 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -5636671.500000 Penalty: 3484.804199
	Iteration 20F: 3 clusters Score -5636672 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -5636713.000000 Penalty: 3484.804199
	Iteration 21Q: 3 clusters Score -5636713 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -5636755.500000 Penalty: 3484.804199
	Iteration 22Q: 3 clusters Score -5636756 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -5636818.500000 Penalty: 3484.804199
	Iteration 23Q: 3 clusters Score -5636818 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -5636834.500000 Penalty: 3484.804199
	Iteration 24Q: 3 clusters Score -5636834 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -5636864.000000 Penalty: 3484.804199
	Iteration 25Q: 3 clusters Score -5636864 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -5636911.000000 Penalty: 3484.804199
	Iteration 26Q: 3 clusters Score -5636911 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -5636942.500000 Penalty: 3484.804199
	Iteration 27Q: 3 clusters Score -5636942 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -5636981.000000 Penalty: 3484.804199
	Iteration 28Q: 3 clusters Score -5636981 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -5636994.000000 Penalty: 3484.804199
	Iteration 29Q: 3 clusters Score -5636994 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -5637014.500000 Penalty: 3484.804199
	Iteration 30Q: 3 clusters Score -5637014 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -5637054.500000 Penalty: 3484.804199
	Iteration 31Q: 3 clusters Score -5637054 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -5637061.000000 Penalty: 3484.804199
	Iteration 32Q: 3 clusters Score -5637061 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -5637080.500000 Penalty: 3484.804199
	Iteration 33Q: 3 clusters Score -5637080 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -5637079.000000 Penalty: 3484.804199
	Iteration 34Q: 3 clusters Score -5637079 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -5637088.500000 Penalty: 3484.804199
	Iteration 35Q: 3 clusters Score -5637088 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -5637113.500000 Penalty: 3484.804199
	Iteration 36Q: 3 clusters Score -5637114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -5637130.000000 Penalty: 3484.804199
	Iteration 37Q: 3 clusters Score -5637130 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -5637148.000000 Penalty: 3484.804199
	Iteration 38Q: 3 clusters Score -5637148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -5637160.000000 Penalty: 3484.804199
	Iteration 39Q: 3 clusters Score -5637160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -5637172.000000 Penalty: 3484.804199
	Iteration 40F: 3 clusters Score -5637172 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -5637185.000000 Penalty: 3484.804199
	Iteration 41Q: 3 clusters Score -5637185 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -5637196.000000 Penalty: 3484.804199
	Iteration 42Q: 3 clusters Score -5637196 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -5637206.500000 Penalty: 3484.804199
	Iteration 43Q: 3 clusters Score -5637206 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -5637205.500000 Penalty: 3484.804199
	Iteration 44Q: 3 clusters Score -5637206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -5637217.500000 Penalty: 3484.804199
	Iteration 45Q: 3 clusters Score -5637218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -5637227.000000 Penalty: 3484.804199
	Iteration 46Q: 3 clusters Score -5637227 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -5637242.000000 Penalty: 3484.804199
	Iteration 47Q: 3 clusters Score -5637242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -5637232.000000 Penalty: 3484.804199
	Iteration 48Q: 3 clusters Score -5637232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -5637241.500000 Penalty: 3484.804199
	Iteration 49Q: 3 clusters Score -5637242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -5637244.500000 Penalty: 3484.804199
	Iteration 50Q: 3 clusters Score -5637244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -5637248.000000 Penalty: 3484.804199
	Iteration 51Q: 3 clusters Score -5637248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -5637254.500000 Penalty: 3484.804199
	Iteration 52Q: 3 clusters Score -5637254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -5637263.500000 Penalty: 3484.804199
	Iteration 53Q: 3 clusters Score -5637264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -5637272.500000 Penalty: 3484.804199
	Iteration 54Q: 3 clusters Score -5637272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -5637284.000000 Penalty: 3484.804199
	Iteration 55Q: 3 clusters Score -5637284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -5637289.500000 Penalty: 3484.804199
	Iteration 56Q: 3 clusters Score -5637290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -5637288.000000 Penalty: 3484.804199
	Iteration 57Q: 3 clusters Score -5637288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -5637279.500000 Penalty: 3484.804199
	Iteration 58Q: 3 clusters Score -5637280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -5637284.500000 Penalty: 3484.804199
	Iteration 59Q: 3 clusters Score -5637284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -5637283.500000 Penalty: 3484.804199
	Iteration 60F: 3 clusters Score -5637284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -5637295.500000 Penalty: 3484.804199
	Iteration 61Q: 3 clusters Score -5637296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -5637297.500000 Penalty: 3484.804199
	Iteration 62Q: 3 clusters Score -5637298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -5637303.500000 Penalty: 3484.804199
	Iteration 63Q: 3 clusters Score -5637304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -5637306.500000 Penalty: 3484.804199
	Iteration 64Q: 3 clusters Score -5637306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -5637310.500000 Penalty: 3484.804199
	Iteration 65Q: 3 clusters Score -5637310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -5637319.000000 Penalty: 3484.804199
	Iteration 66Q: 3 clusters Score -5637319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -5637313.500000 Penalty: 3484.804199
	Iteration 67Q: 3 clusters Score -5637314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -5637322.000000 Penalty: 3484.804199
	Iteration 68Q: 3 clusters Score -5637322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -5637322.000000 Penalty: 3484.804199
	Iteration 69Q: 3 clusters Score -5637322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -5637323.500000 Penalty: 3484.804199
	Iteration 70Q: 3 clusters Score -5637324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -5637326.500000 Penalty: 3484.804199
	Iteration 71Q: 3 clusters Score -5637326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -5637322.500000 Penalty: 3484.804199
	Iteration 72Q: 3 clusters Score -5637322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -5637325.000000 Penalty: 3484.804199
	Iteration 73Q: 3 clusters Score -5637325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -5637324.500000 Penalty: 3484.804199
	Iteration 74Q: 3 clusters Score -5637324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -5637324.000000 Penalty: 3484.804199
	Iteration 75Q: 3 clusters Score -5637324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -5637324.000000 Penalty: 3484.804199
	Iteration 76F: 3 clusters Score -5637324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (90142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Entering Unmasked Estep 
Score: -11158930.000000 Penalty: 1853.985474
	Iteration 0F: 2 clusters Score -1.115893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -11101095.000000 Penalty: 3707.970947
	Iteration 0F: 3 clusters Score -1.11011e+07 nChanged 43162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -11125894.000000 Penalty: 3707.970947
	Iteration 1F: 3 clusters Score -1.112589e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -11126584.000000 Penalty: 3707.970947
	Iteration 2Q: 3 clusters Score -1.112658e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -11127516.000000 Penalty: 3707.970947
	Iteration 3Q: 3 clusters Score -1.112752e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -11128980.000000 Penalty: 3707.970947
	Iteration 4Q: 3 clusters Score -1.112898e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -11131365.000000 Penalty: 3707.970947
	Iteration 5F: 3 clusters Score -1.113136e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -11134815.000000 Penalty: 3707.970947
	Iteration 6F: 3 clusters Score -1.113482e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69252 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -11139659.000000 Penalty: 3707.970947
	Iteration 7F: 3 clusters Score -1.113966e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75623 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -11145075.000000 Penalty: 3707.970947
	Iteration 8F: 3 clusters Score -1.114508e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81285 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -11150148.000000 Penalty: 3707.970947
	Iteration 9F: 3 clusters Score -1.115015e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85332 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -11153498.000000 Penalty: 3707.970947
	Iteration 10Q: 3 clusters Score -1.11535e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87675 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -11155294.000000 Penalty: 3707.970947
	Iteration 11Q: 3 clusters Score -1.115529e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -11156287.000000 Penalty: 3707.970947
	Iteration 12Q: 3 clusters Score -1.115629e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -11156749.000000 Penalty: 3707.970947
	Iteration 13Q: 3 clusters Score -1.115675e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89564 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -11157017.000000 Penalty: 3707.970947
	Iteration 14Q: 3 clusters Score -1.115702e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89661 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -11157124.000000 Penalty: 3707.970947
	Iteration 15Q: 3 clusters Score -1.115712e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89695 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -11157184.000000 Penalty: 3707.970947
	Iteration 16Q: 3 clusters Score -1.115718e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89722 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -11157226.000000 Penalty: 3707.970947
	Iteration 17Q: 3 clusters Score -1.115723e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -11157267.000000 Penalty: 3707.970947
	Iteration 18Q: 3 clusters Score -1.115727e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89757 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -11157292.000000 Penalty: 3707.970947
	Iteration 19Q: 3 clusters Score -1.115729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89764 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11157324.000000 Penalty: 3707.970947
	Iteration 20F: 3 clusters Score -1.115732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89769 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -11157330.000000 Penalty: 3707.970947
	Iteration 21Q: 3 clusters Score -1.115733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -11157345.000000 Penalty: 3707.970947
	Iteration 22Q: 3 clusters Score -1.115734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89773 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -11157345.000000 Penalty: 3707.970947
	Iteration 23Q: 3 clusters Score -1.115734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89774 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -11157340.000000 Penalty: 3707.970947
	Iteration 24Q: 3 clusters Score -1.115734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89777 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -11157353.000000 Penalty: 3707.970947
	Iteration 25Q: 3 clusters Score -1.115735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89777 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -11157353.000000 Penalty: 3707.970947
	Iteration 26F: 3 clusters Score -1.115735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Entering Unmasked Estep 
Score: -896118.812500 Penalty: 1449.780151
	Iteration 0F: 2 clusters Score -896118.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -890495.375000 Penalty: 2899.560303
	Iteration 0F: 3 clusters Score -890495.4 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -892211.937500 Penalty: 2899.560303
	Iteration 1F: 3 clusters Score -892211.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -892432.375000 Penalty: 2899.560303
	Iteration 2F: 3 clusters Score -892432.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -892607.812500 Penalty: 2899.560303
	Iteration 3Q: 3 clusters Score -892607.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -892801.937500 Penalty: 2899.560303
	Iteration 4Q: 3 clusters Score -892801.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -893017.000000 Penalty: 2899.560303
	Iteration 5Q: 3 clusters Score -893017 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -893286.812500 Penalty: 2899.560303
	Iteration 6F: 3 clusters Score -893286.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -893554.812500 Penalty: 2899.560303
	Iteration 7F: 3 clusters Score -893554.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -893819.062500 Penalty: 2899.560303
	Iteration 8Q: 3 clusters Score -893819.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -894076.000000 Penalty: 2899.560303
	Iteration 9Q: 3 clusters Score -894076 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -894311.062500 Penalty: 2899.560303
	Iteration 10Q: 3 clusters Score -894311.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -894497.500000 Penalty: 2899.560303
	Iteration 11Q: 3 clusters Score -894497.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -894631.625000 Penalty: 2899.560303
	Iteration 12Q: 3 clusters Score -894631.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -894721.250000 Penalty: 2899.560303
	Iteration 13Q: 3 clusters Score -894721.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -894774.000000 Penalty: 2899.560303
	Iteration 14Q: 3 clusters Score -894774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -894803.000000 Penalty: 2899.560303
	Iteration 15Q: 3 clusters Score -894803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -894812.625000 Penalty: 2899.560303
	Iteration 16Q: 3 clusters Score -894812.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -894817.125000 Penalty: 2899.560303
	Iteration 17Q: 3 clusters Score -894817.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -894823.187500 Penalty: 2899.560303
	Iteration 18Q: 3 clusters Score -894823.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -894826.375000 Penalty: 2899.560303
	Iteration 19Q: 3 clusters Score -894826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -894828.687500 Penalty: 2899.560303
	Iteration 20F: 3 clusters Score -894828.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -894830.625000 Penalty: 2899.560303
	Iteration 21Q: 3 clusters Score -894830.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -894834.125000 Penalty: 2899.560303
	Iteration 22Q: 3 clusters Score -894834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -894836.937500 Penalty: 2899.560303
	Iteration 23Q: 3 clusters Score -894836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -894838.375000 Penalty: 2899.560303
	Iteration 24Q: 3 clusters Score -894838.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -894840.000000 Penalty: 2899.560303
	Iteration 25Q: 3 clusters Score -894840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -894842.312500 Penalty: 2899.560303
	Iteration 26Q: 3 clusters Score -894842.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -894844.250000 Penalty: 2899.560303
	Iteration 27Q: 3 clusters Score -894844.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -894844.312500 Penalty: 2899.560303
	Iteration 28Q: 3 clusters Score -894844.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -894844.312500 Penalty: 2899.560303
	Iteration 29F: 3 clusters Score -894844.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Entering Unmasked Estep 
Score: -8810421.000000 Penalty: 1814.551270
	Iteration 0F: 2 clusters Score -8810421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -8764327.000000 Penalty: 3629.102539
	Iteration 0F: 3 clusters Score -8764327 nChanged 33445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -8783633.000000 Penalty: 3629.102539
	Iteration 1F: 3 clusters Score -8783633 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -8784243.000000 Penalty: 3629.102539
	Iteration 2Q: 3 clusters Score -8784243 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -8784985.000000 Penalty: 3629.102539
	Iteration 3Q: 3 clusters Score -8784985 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -8785997.000000 Penalty: 3629.102539
	Iteration 4Q: 3 clusters Score -8785997 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -8787371.000000 Penalty: 3629.102539
	Iteration 5Q: 3 clusters Score -8787371 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -8789643.000000 Penalty: 3629.102539
	Iteration 6F: 3 clusters Score -8789643 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -8792680.000000 Penalty: 3629.102539
	Iteration 7F: 3 clusters Score -8792680 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -8795940.000000 Penalty: 3629.102539
	Iteration 8F: 3 clusters Score -8795940 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -8798071.000000 Penalty: 3629.102539
	Iteration 9F: 3 clusters Score -8798071 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -8798920.000000 Penalty: 3629.102539
	Iteration 10Q: 3 clusters Score -8798920 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -8799346.000000 Penalty: 3629.102539
	Iteration 11Q: 3 clusters Score -8799346 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -8799648.000000 Penalty: 3629.102539
	Iteration 12Q: 3 clusters Score -8799648 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -8799988.000000 Penalty: 3629.102539
	Iteration 13Q: 3 clusters Score -8799988 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -8800355.000000 Penalty: 3629.102539
	Iteration 14Q: 3 clusters Score -8800355 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -8800723.000000 Penalty: 3629.102539
	Iteration 15Q: 3 clusters Score -8800723 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -8801150.000000 Penalty: 3629.102539
	Iteration 16Q: 3 clusters Score -8801150 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -8801533.000000 Penalty: 3629.102539
	Iteration 17Q: 3 clusters Score -8801533 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -8801914.000000 Penalty: 3629.102539
	Iteration 18Q: 3 clusters Score -8801914 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -8802257.000000 Penalty: 3629.102539
	Iteration 19Q: 3 clusters Score -8802257 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -8802575.000000 Penalty: 3629.102539
	Iteration 20F: 3 clusters Score -8802575 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -8802967.000000 Penalty: 3629.102539
	Iteration 21Q: 3 clusters Score -8802967 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 58717 members 
Entering Unmasked Estep 
Score: -8803320.000000 Penalty: 3629.102539
	Iteration 22Q: 3 clusters Score -8803320 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 59694 members 
Entering Unmasked Estep 
Score: -8803652.000000 Penalty: 3629.102539
	Iteration 23Q: 3 clusters Score -8803652 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -8803980.000000 Penalty: 3629.102539
	Iteration 24Q: 3 clusters Score -8803980 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 61572 members 
Entering Unmasked Estep 
Score: -8804323.000000 Penalty: 3629.102539
	Iteration 25Q: 3 clusters Score -8804323 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -8804712.000000 Penalty: 3629.102539
	Iteration 26Q: 3 clusters Score -8804712 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -8805112.000000 Penalty: 3629.102539
	Iteration 27Q: 3 clusters Score -8805112 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -8805557.000000 Penalty: 3629.102539
	Iteration 28Q: 3 clusters Score -8805557 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -8806003.000000 Penalty: 3629.102539
	Iteration 29Q: 3 clusters Score -8806003 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 65896 members 
Entering Unmasked Estep 
Score: -8806388.000000 Penalty: 3629.102539
	Iteration 30Q: 3 clusters Score -8806388 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 66587 members 
Entering Unmasked Estep 
Score: -8806739.000000 Penalty: 3629.102539
	Iteration 31Q: 3 clusters Score -8806739 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 67207 members 
Entering Unmasked Estep 
Score: -8807099.000000 Penalty: 3629.102539
	Iteration 32Q: 3 clusters Score -8807099 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -8807401.000000 Penalty: 3629.102539
	Iteration 33Q: 3 clusters Score -8807401 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 68233 members 
Entering Unmasked Estep 
Score: -8807689.000000 Penalty: 3629.102539
	Iteration 34Q: 3 clusters Score -8807689 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -8807941.000000 Penalty: 3629.102539
	Iteration 35Q: 3 clusters Score -8807941 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -8808150.000000 Penalty: 3629.102539
	Iteration 36Q: 3 clusters Score -8808150 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 69232 members 
Entering Unmasked Estep 
Score: -8808286.000000 Penalty: 3629.102539
	Iteration 37Q: 3 clusters Score -8808286 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 69442 members 
Entering Unmasked Estep 
Score: -8808441.000000 Penalty: 3629.102539
	Iteration 38Q: 3 clusters Score -8808441 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 69605 members 
Entering Unmasked Estep 
Score: -8808507.000000 Penalty: 3629.102539
	Iteration 39Q: 3 clusters Score -8808507 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -8808581.000000 Penalty: 3629.102539
	Iteration 40F: 3 clusters Score -8808581 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 69831 members 
Entering Unmasked Estep 
Score: -8808642.000000 Penalty: 3629.102539
	Iteration 41Q: 3 clusters Score -8808642 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -8808694.000000 Penalty: 3629.102539
	Iteration 42Q: 3 clusters Score -8808694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 69975 members 
Entering Unmasked Estep 
Score: -8808706.000000 Penalty: 3629.102539
	Iteration 43Q: 3 clusters Score -8808706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 70030 members 
Entering Unmasked Estep 
Score: -8808747.000000 Penalty: 3629.102539
	Iteration 44Q: 3 clusters Score -8808747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -8808781.000000 Penalty: 3629.102539
	Iteration 45Q: 3 clusters Score -8808781 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -8808809.000000 Penalty: 3629.102539
	Iteration 46Q: 3 clusters Score -8808809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 70139 members 
Entering Unmasked Estep 
Score: -8808815.000000 Penalty: 3629.102539
	Iteration 47Q: 3 clusters Score -8808815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 70167 members 
Entering Unmasked Estep 
Score: -8808845.000000 Penalty: 3629.102539
	Iteration 48Q: 3 clusters Score -8808845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 70182 members 
Entering Unmasked Estep 
Score: -8808841.000000 Penalty: 3629.102539
	Iteration 49Q: 3 clusters Score -8808841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 70202 members 
Entering Unmasked Estep 
Score: -8808850.000000 Penalty: 3629.102539
	Iteration 50Q: 3 clusters Score -8808850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 70220 members 
Entering Unmasked Estep 
Score: -8808857.000000 Penalty: 3629.102539
	Iteration 51Q: 3 clusters Score -8808857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 70232 members 
Entering Unmasked Estep 
Score: -8808862.000000 Penalty: 3629.102539
	Iteration 52Q: 3 clusters Score -8808862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 70237 members 
Entering Unmasked Estep 
Score: -8808873.000000 Penalty: 3629.102539
	Iteration 53Q: 3 clusters Score -8808873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -8808868.000000 Penalty: 3629.102539
	Iteration 54Q: 3 clusters Score -8808868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 70253 members 
Entering Unmasked Estep 
Score: -8808887.000000 Penalty: 3629.102539
	Iteration 55Q: 3 clusters Score -8808887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 70259 members 
Entering Unmasked Estep 
Score: -8808882.000000 Penalty: 3629.102539
	Iteration 56Q: 3 clusters Score -8808882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -8808895.000000 Penalty: 3629.102539
	Iteration 57Q: 3 clusters Score -8808895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 70272 members 
Entering Unmasked Estep 
Score: -8808906.000000 Penalty: 3629.102539
	Iteration 58Q: 3 clusters Score -8808906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 70281 members 
Entering Unmasked Estep 
Score: -8808920.000000 Penalty: 3629.102539
	Iteration 59Q: 3 clusters Score -8808920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 70284 members 
Entering Unmasked Estep 
Score: -8808917.000000 Penalty: 3629.102539
	Iteration 60F: 3 clusters Score -8808917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 70292 members 
Entering Unmasked Estep 
Score: -8808920.000000 Penalty: 3629.102539
	Iteration 61Q: 3 clusters Score -8808920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 70296 members 
Entering Unmasked Estep 
Score: -8808931.000000 Penalty: 3629.102539
	Iteration 62Q: 3 clusters Score -8808931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 70299 members 
Entering Unmasked Estep 
Score: -8808938.000000 Penalty: 3629.102539
	Iteration 63Q: 3 clusters Score -8808938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 70300 members 
Entering Unmasked Estep 
Score: -8808934.000000 Penalty: 3629.102539
	Iteration 64Q: 3 clusters Score -8808934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 70302 members 
Entering Unmasked Estep 
Score: -8808935.000000 Penalty: 3629.102539
	Iteration 65Q: 3 clusters Score -8808935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 70302 members 
Entering Unmasked Estep 
Score: -8808935.000000 Penalty: 3629.102539
	Iteration 66F: 3 clusters Score -8808935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Entering Unmasked Estep 
Score: -9926181.000000 Penalty: 1834.376099
	Iteration 0F: 2 clusters Score -9926181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -9874422.000000 Penalty: 3668.752197
	Iteration 0F: 3 clusters Score -9874422 nChanged 38145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -9896497.000000 Penalty: 3668.752197
	Iteration 1F: 3 clusters Score -9896497 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -9897055.000000 Penalty: 3668.752197
	Iteration 2Q: 3 clusters Score -9897055 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -9897666.000000 Penalty: 3668.752197
	Iteration 3Q: 3 clusters Score -9897666 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -9898373.000000 Penalty: 3668.752197
	Iteration 4Q: 3 clusters Score -9898373 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -9899280.000000 Penalty: 3668.752197
	Iteration 5Q: 3 clusters Score -9899280 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -9900625.000000 Penalty: 3668.752197
	Iteration 6Q: 3 clusters Score -9900625 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -9902749.000000 Penalty: 3668.752197
	Iteration 7Q: 3 clusters Score -9902749 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -9905908.000000 Penalty: 3668.752197
	Iteration 8F: 3 clusters Score -9905908 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -9909576.000000 Penalty: 3668.752197
	Iteration 9F: 3 clusters Score -9909576 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -9913064.000000 Penalty: 3668.752197
	Iteration 10F: 3 clusters Score -9913064 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -9915408.000000 Penalty: 3668.752197
	Iteration 11F: 3 clusters Score -9915408 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59933 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -9916754.000000 Penalty: 3668.752197
	Iteration 12Q: 3 clusters Score -9916754 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -9917759.000000 Penalty: 3668.752197
	Iteration 13Q: 3 clusters Score -9917759 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -9918641.000000 Penalty: 3668.752197
	Iteration 14Q: 3 clusters Score -9918641 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -9919570.000000 Penalty: 3668.752197
	Iteration 15Q: 3 clusters Score -9919570 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66719 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -9920532.000000 Penalty: 3668.752197
	Iteration 16Q: 3 clusters Score -9920532 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -9921469.000000 Penalty: 3668.752197
	Iteration 17Q: 3 clusters Score -9921469 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69402 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -9922222.000000 Penalty: 3668.752197
	Iteration 18Q: 3 clusters Score -9922222 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70527 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -9922793.000000 Penalty: 3668.752197
	Iteration 19Q: 3 clusters Score -9922793 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71519 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -9923277.000000 Penalty: 3668.752197
	Iteration 20F: 3 clusters Score -9923277 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -9923673.000000 Penalty: 3668.752197
	Iteration 21Q: 3 clusters Score -9923673 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73355 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -9923926.000000 Penalty: 3668.752197
	Iteration 22Q: 3 clusters Score -9923926 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74115 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -9924145.000000 Penalty: 3668.752197
	Iteration 23Q: 3 clusters Score -9924145 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -9924319.000000 Penalty: 3668.752197
	Iteration 24Q: 3 clusters Score -9924319 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75479 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -9924446.000000 Penalty: 3668.752197
	Iteration 25Q: 3 clusters Score -9924446 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -9924539.000000 Penalty: 3668.752197
	Iteration 26Q: 3 clusters Score -9924539 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -9924674.000000 Penalty: 3668.752197
	Iteration 27Q: 3 clusters Score -9924674 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77011 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -9924804.000000 Penalty: 3668.752197
	Iteration 28Q: 3 clusters Score -9924804 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -9924850.000000 Penalty: 3668.752197
	Iteration 29Q: 3 clusters Score -9924850 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77654 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -9924917.000000 Penalty: 3668.752197
	Iteration 30Q: 3 clusters Score -9924917 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -9924982.000000 Penalty: 3668.752197
	Iteration 31Q: 3 clusters Score -9924982 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78115 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -9925048.000000 Penalty: 3668.752197
	Iteration 32Q: 3 clusters Score -9925048 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78304 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -9925053.000000 Penalty: 3668.752197
	Iteration 33Q: 3 clusters Score -9925053 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78464 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -9925097.000000 Penalty: 3668.752197
	Iteration 34Q: 3 clusters Score -9925097 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78589 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -9925150.000000 Penalty: 3668.752197
	Iteration 35Q: 3 clusters Score -9925150 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9925191.000000 Penalty: 3668.752197
	Iteration 36Q: 3 clusters Score -9925191 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9925249.000000 Penalty: 3668.752197
	Iteration 37Q: 3 clusters Score -9925249 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9925267.000000 Penalty: 3668.752197
	Iteration 38Q: 3 clusters Score -9925267 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78937 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -9925292.000000 Penalty: 3668.752197
	Iteration 39Q: 3 clusters Score -9925292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78982 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9925305.000000 Penalty: 3668.752197
	Iteration 40F: 3 clusters Score -9925305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79012 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9925318.000000 Penalty: 3668.752197
	Iteration 41Q: 3 clusters Score -9925318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79036 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9925323.000000 Penalty: 3668.752197
	Iteration 42Q: 3 clusters Score -9925323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79047 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9925314.000000 Penalty: 3668.752197
	Iteration 43Q: 3 clusters Score -9925314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79059 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9925312.000000 Penalty: 3668.752197
	Iteration 44Q: 3 clusters Score -9925312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79068 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9925309.000000 Penalty: 3668.752197
	Iteration 45Q: 3 clusters Score -9925309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9925304.000000 Penalty: 3668.752197
	Iteration 46Q: 3 clusters Score -9925304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -9925306.000000 Penalty: 3668.752197
	Iteration 47Q: 3 clusters Score -9925306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79095 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9925303.000000 Penalty: 3668.752197
	Iteration 48Q: 3 clusters Score -9925303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79103 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9925310.000000 Penalty: 3668.752197
	Iteration 49Q: 3 clusters Score -9925310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9925306.000000 Penalty: 3668.752197
	Iteration 50Q: 3 clusters Score -9925306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79118 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9925302.000000 Penalty: 3668.752197
	Iteration 51Q: 3 clusters Score -9925302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9925303.000000 Penalty: 3668.752197
	Iteration 52Q: 3 clusters Score -9925303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79131 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9925308.000000 Penalty: 3668.752197
	Iteration 53Q: 3 clusters Score -9925308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9925307.000000 Penalty: 3668.752197
	Iteration 54Q: 3 clusters Score -9925307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9925306.000000 Penalty: 3668.752197
	Iteration 55Q: 3 clusters Score -9925306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9925306.000000 Penalty: 3668.752197
	Iteration 56Q: 3 clusters Score -9925306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9925306.000000 Penalty: 3668.752197
	Iteration 57F: 3 clusters Score -9925306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -567542.812500 Penalty: 1370.529663
	Iteration 0F: 2 clusters Score -567542.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -563834.500000 Penalty: 2741.059326
	Iteration 0F: 3 clusters Score -563834.5 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -564813.250000 Penalty: 2741.059326
	Iteration 1F: 3 clusters Score -564813.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -565002.687500 Penalty: 2741.059326
	Iteration 2F: 3 clusters Score -565002.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -565125.562500 Penalty: 2741.059326
	Iteration 3F: 3 clusters Score -565125.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -565227.437500 Penalty: 2741.059326
	Iteration 4Q: 3 clusters Score -565227.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -565307.812500 Penalty: 2741.059326
	Iteration 5Q: 3 clusters Score -565307.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -565363.937500 Penalty: 2741.059326
	Iteration 6Q: 3 clusters Score -565363.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -565409.875000 Penalty: 2741.059326
	Iteration 7Q: 3 clusters Score -565409.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -565454.125000 Penalty: 2741.059326
	Iteration 8Q: 3 clusters Score -565454.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -565505.750000 Penalty: 2741.059326
	Iteration 9Q: 3 clusters Score -565505.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -565552.937500 Penalty: 2741.059326
	Iteration 10Q: 3 clusters Score -565552.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -565586.750000 Penalty: 2741.059326
	Iteration 11Q: 3 clusters Score -565586.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -565612.062500 Penalty: 2741.059326
	Iteration 12Q: 3 clusters Score -565612.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -565633.875000 Penalty: 2741.059326
	Iteration 13Q: 3 clusters Score -565633.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -565655.812500 Penalty: 2741.059326
	Iteration 14Q: 3 clusters Score -565655.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -565675.750000 Penalty: 2741.059326
	Iteration 15Q: 3 clusters Score -565675.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -565689.750000 Penalty: 2741.059326
	Iteration 16Q: 3 clusters Score -565689.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -565703.125000 Penalty: 2741.059326
	Iteration 17Q: 3 clusters Score -565703.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -565709.437500 Penalty: 2741.059326
	Iteration 18Q: 3 clusters Score -565709.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -565719.937500 Penalty: 2741.059326
	Iteration 19Q: 3 clusters Score -565719.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -565734.750000 Penalty: 2741.059326
	Iteration 20F: 3 clusters Score -565734.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -565750.875000 Penalty: 2741.059326
	Iteration 21Q: 3 clusters Score -565750.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -565759.125000 Penalty: 2741.059326
	Iteration 22Q: 3 clusters Score -565759.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -565770.125000 Penalty: 2741.059326
	Iteration 23Q: 3 clusters Score -565770.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -565778.250000 Penalty: 2741.059326
	Iteration 24Q: 3 clusters Score -565778.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -565782.312500 Penalty: 2741.059326
	Iteration 25Q: 3 clusters Score -565782.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -565787.625000 Penalty: 2741.059326
	Iteration 26Q: 3 clusters Score -565787.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -565792.937500 Penalty: 2741.059326
	Iteration 27Q: 3 clusters Score -565792.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -565800.062500 Penalty: 2741.059326
	Iteration 28Q: 3 clusters Score -565800.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -565810.625000 Penalty: 2741.059326
	Iteration 29Q: 3 clusters Score -565810.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -565816.687500 Penalty: 2741.059326
	Iteration 30Q: 3 clusters Score -565816.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -565820.875000 Penalty: 2741.059326
	Iteration 31Q: 3 clusters Score -565820.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -565825.437500 Penalty: 2741.059326
	Iteration 32Q: 3 clusters Score -565825.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -565830.375000 Penalty: 2741.059326
	Iteration 33Q: 3 clusters Score -565830.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -565839.500000 Penalty: 2741.059326
	Iteration 34Q: 3 clusters Score -565839.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -565845.875000 Penalty: 2741.059326
	Iteration 35Q: 3 clusters Score -565845.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -565857.812500 Penalty: 2741.059326
	Iteration 36Q: 3 clusters Score -565857.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -565865.375000 Penalty: 2741.059326
	Iteration 37Q: 3 clusters Score -565865.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -565873.437500 Penalty: 2741.059326
	Iteration 38Q: 3 clusters Score -565873.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -565879.187500 Penalty: 2741.059326
	Iteration 39Q: 3 clusters Score -565879.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -565885.437500 Penalty: 2741.059326
	Iteration 40F: 3 clusters Score -565885.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -565894.375000 Penalty: 2741.059326
	Iteration 41Q: 3 clusters Score -565894.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -565901.250000 Penalty: 2741.059326
	Iteration 42Q: 3 clusters Score -565901.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -565909.312500 Penalty: 2741.059326
	Iteration 43Q: 3 clusters Score -565909.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -565918.250000 Penalty: 2741.059326
	Iteration 44Q: 3 clusters Score -565918.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -565927.312500 Penalty: 2741.059326
	Iteration 45Q: 3 clusters Score -565927.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -565934.000000 Penalty: 2741.059326
	Iteration 46Q: 3 clusters Score -565934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -565939.125000 Penalty: 2741.059326
	Iteration 47Q: 3 clusters Score -565939.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -565945.375000 Penalty: 2741.059326
	Iteration 48Q: 3 clusters Score -565945.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -565950.875000 Penalty: 2741.059326
	Iteration 49Q: 3 clusters Score -565950.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -565958.750000 Penalty: 2741.059326
	Iteration 50Q: 3 clusters Score -565958.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -565963.625000 Penalty: 2741.059326
	Iteration 51Q: 3 clusters Score -565963.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -565970.000000 Penalty: 2741.059326
	Iteration 52Q: 3 clusters Score -565970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -565975.750000 Penalty: 2741.059326
	Iteration 53Q: 3 clusters Score -565975.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -565985.562500 Penalty: 2741.059326
	Iteration 54Q: 3 clusters Score -565985.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -565996.937500 Penalty: 2741.059326
	Iteration 55Q: 3 clusters Score -565996.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -566008.187500 Penalty: 2741.059326
	Iteration 56Q: 3 clusters Score -566008.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -566018.562500 Penalty: 2741.059326
	Iteration 57Q: 3 clusters Score -566018.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -566030.312500 Penalty: 2741.059326
	Iteration 58Q: 3 clusters Score -566030.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -566040.250000 Penalty: 2741.059326
	Iteration 59Q: 3 clusters Score -566040.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -566054.250000 Penalty: 2741.059326
	Iteration 60F: 3 clusters Score -566054.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -566068.625000 Penalty: 2741.059326
	Iteration 61Q: 3 clusters Score -566068.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -566079.812500 Penalty: 2741.059326
	Iteration 62Q: 3 clusters Score -566079.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -566095.750000 Penalty: 2741.059326
	Iteration 63Q: 3 clusters Score -566095.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -566107.687500 Penalty: 2741.059326
	Iteration 64Q: 3 clusters Score -566107.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -566117.937500 Penalty: 2741.059326
	Iteration 65Q: 3 clusters Score -566117.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -566133.937500 Penalty: 2741.059326
	Iteration 66Q: 3 clusters Score -566133.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -566153.437500 Penalty: 2741.059326
	Iteration 67Q: 3 clusters Score -566153.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -566170.750000 Penalty: 2741.059326
	Iteration 68Q: 3 clusters Score -566170.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -566184.875000 Penalty: 2741.059326
	Iteration 69Q: 3 clusters Score -566184.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -566196.812500 Penalty: 2741.059326
	Iteration 70Q: 3 clusters Score -566196.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -566209.750000 Penalty: 2741.059326
	Iteration 71Q: 3 clusters Score -566209.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -566219.625000 Penalty: 2741.059326
	Iteration 72Q: 3 clusters Score -566219.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -566225.000000 Penalty: 2741.059326
	Iteration 73Q: 3 clusters Score -566225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -566231.812500 Penalty: 2741.059326
	Iteration 74Q: 3 clusters Score -566231.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -566235.750000 Penalty: 2741.059326
	Iteration 75Q: 3 clusters Score -566235.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -566239.125000 Penalty: 2741.059326
	Iteration 76Q: 3 clusters Score -566239.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -566241.125000 Penalty: 2741.059326
	Iteration 77Q: 3 clusters Score -566241.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -566245.437500 Penalty: 2741.059326
	Iteration 78Q: 3 clusters Score -566245.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -566248.250000 Penalty: 2741.059326
	Iteration 79Q: 3 clusters Score -566248.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -566250.312500 Penalty: 2741.059326
	Iteration 80F: 3 clusters Score -566250.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -566254.000000 Penalty: 2741.059326
	Iteration 81Q: 3 clusters Score -566254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -566254.625000 Penalty: 2741.059326
	Iteration 82Q: 3 clusters Score -566254.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -566255.187500 Penalty: 2741.059326
	Iteration 83Q: 3 clusters Score -566255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -566256.812500 Penalty: 2741.059326
	Iteration 84Q: 3 clusters Score -566256.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -566257.500000 Penalty: 2741.059326
	Iteration 85Q: 3 clusters Score -566257.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -566258.312500 Penalty: 2741.059326
	Iteration 86Q: 3 clusters Score -566258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -566259.000000 Penalty: 2741.059326
	Iteration 87Q: 3 clusters Score -566259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -566260.687500 Penalty: 2741.059326
	Iteration 88Q: 3 clusters Score -566260.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -566260.875000 Penalty: 2741.059326
	Iteration 89Q: 3 clusters Score -566260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -566260.812500 Penalty: 2741.059326
	Iteration 90Q: 3 clusters Score -566260.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -566260.812500 Penalty: 2741.059326
	Iteration 91F: 3 clusters Score -566260.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Entering Unmasked Estep 
Score: -318241.343750 Penalty: 1273.538452
	Iteration 0F: 2 clusters Score -318241.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -315805.875000 Penalty: 2547.076904
	Iteration 0F: 3 clusters Score -315805.9 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -316339.812500 Penalty: 2547.076904
	Iteration 1F: 3 clusters Score -316339.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -316448.406250 Penalty: 2547.076904
	Iteration 2F: 3 clusters Score -316448.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -316512.875000 Penalty: 2547.076904
	Iteration 3Q: 3 clusters Score -316512.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -316555.093750 Penalty: 2547.076904
	Iteration 4Q: 3 clusters Score -316555.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -316576.156250 Penalty: 2547.076904
	Iteration 5Q: 3 clusters Score -316576.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -316592.875000 Penalty: 2547.076904
	Iteration 6Q: 3 clusters Score -316592.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -316607.281250 Penalty: 2547.076904
	Iteration 7Q: 3 clusters Score -316607.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -316620.031250 Penalty: 2547.076904
	Iteration 8Q: 3 clusters Score -316620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -316628.781250 Penalty: 2547.076904
	Iteration 9Q: 3 clusters Score -316628.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -316634.312500 Penalty: 2547.076904
	Iteration 10Q: 3 clusters Score -316634.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -316641.468750 Penalty: 2547.076904
	Iteration 11Q: 3 clusters Score -316641.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -316646.843750 Penalty: 2547.076904
	Iteration 12Q: 3 clusters Score -316646.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -316652.031250 Penalty: 2547.076904
	Iteration 13Q: 3 clusters Score -316652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -316657.125000 Penalty: 2547.076904
	Iteration 14Q: 3 clusters Score -316657.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -316661.000000 Penalty: 2547.076904
	Iteration 15Q: 3 clusters Score -316661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -316663.593750 Penalty: 2547.076904
	Iteration 16Q: 3 clusters Score -316663.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -316665.593750 Penalty: 2547.076904
	Iteration 17Q: 3 clusters Score -316665.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -316666.687500 Penalty: 2547.076904
	Iteration 18Q: 3 clusters Score -316666.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -316667.062500 Penalty: 2547.076904
	Iteration 19Q: 3 clusters Score -316667.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -316667.062500 Penalty: 2547.076904
	Iteration 20F: 3 clusters Score -316667.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -96483.273438 Penalty: 1083.793457
	Iteration 0F: 2 clusters Score -96483.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -95177.492188 Penalty: 2167.586914
	Iteration 0F: 3 clusters Score -95177.49 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -95362.195312 Penalty: 2167.586914
	Iteration 1F: 3 clusters Score -95362.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95421.093750 Penalty: 2167.586914
	Iteration 2F: 3 clusters Score -95421.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95453.742188 Penalty: 2167.586914
	Iteration 3Q: 3 clusters Score -95453.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95475.828125 Penalty: 2167.586914
	Iteration 4Q: 3 clusters Score -95475.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95496.148438 Penalty: 2167.586914
	Iteration 5Q: 3 clusters Score -95496.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -95515.929688 Penalty: 2167.586914
	Iteration 6Q: 3 clusters Score -95515.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -95532.851562 Penalty: 2167.586914
	Iteration 7Q: 3 clusters Score -95532.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95542.234375 Penalty: 2167.586914
	Iteration 8Q: 3 clusters Score -95542.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95549.648438 Penalty: 2167.586914
	Iteration 9Q: 3 clusters Score -95549.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95554.812500 Penalty: 2167.586914
	Iteration 10Q: 3 clusters Score -95554.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -95557.156250 Penalty: 2167.586914
	Iteration 11Q: 3 clusters Score -95557.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -95557.890625 Penalty: 2167.586914
	Iteration 12Q: 3 clusters Score -95557.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -95558.789062 Penalty: 2167.586914
	Iteration 13Q: 3 clusters Score -95558.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -95558.984375 Penalty: 2167.586914
	Iteration 14Q: 3 clusters Score -95558.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -95558.984375 Penalty: 2167.586914
	Iteration 15F: 3 clusters Score -95558.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56104.304688 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56104.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55180.269531 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55180.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55273.957031 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55273.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55311.929688 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55311.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55337.644531 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55337.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55338.402344 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55338.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55338.402344 Penalty: 1890.561035
	Iteration 5F: 3 clusters Score -55338.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Entering Unmasked Estep 
Score: -2823011.750000 Penalty: 1634.043213
	Iteration 0F: 2 clusters Score -2823012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2807127.750000 Penalty: 3268.086426
	Iteration 0F: 3 clusters Score -2807128 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2812926.000000 Penalty: 3268.086426
	Iteration 1F: 3 clusters Score -2812926 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2813246.500000 Penalty: 3268.086426
	Iteration 2Q: 3 clusters Score -2813246 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2813547.750000 Penalty: 3268.086426
	Iteration 3Q: 3 clusters Score -2813548 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2813891.750000 Penalty: 3268.086426
	Iteration 4Q: 3 clusters Score -2813892 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2814376.000000 Penalty: 3268.086426
	Iteration 5Q: 3 clusters Score -2814376 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2815051.750000 Penalty: 3268.086426
	Iteration 6F: 3 clusters Score -2815052 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2816064.500000 Penalty: 3268.086426
	Iteration 7F: 3 clusters Score -2816064 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2817414.000000 Penalty: 3268.086426
	Iteration 8F: 3 clusters Score -2817414 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2818897.250000 Penalty: 3268.086426
	Iteration 9F: 3 clusters Score -2818897 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2820147.000000 Penalty: 3268.086426
	Iteration 10F: 3 clusters Score -2820147 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2820906.000000 Penalty: 3268.086426
	Iteration 11Q: 3 clusters Score -2820906 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2821241.750000 Penalty: 3268.086426
	Iteration 12Q: 3 clusters Score -2821242 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2821391.000000 Penalty: 3268.086426
	Iteration 13Q: 3 clusters Score -2821391 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2821480.500000 Penalty: 3268.086426
	Iteration 14Q: 3 clusters Score -2821480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2821527.750000 Penalty: 3268.086426
	Iteration 15Q: 3 clusters Score -2821528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2821545.500000 Penalty: 3268.086426
	Iteration 16Q: 3 clusters Score -2821546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2821554.750000 Penalty: 3268.086426
	Iteration 17Q: 3 clusters Score -2821555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2821558.750000 Penalty: 3268.086426
	Iteration 18Q: 3 clusters Score -2821559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2821561.750000 Penalty: 3268.086426
	Iteration 19Q: 3 clusters Score -2821562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2821561.750000 Penalty: 3268.086426
	Iteration 20F: 3 clusters Score -2821562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (80996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80996 members 
Entering Unmasked Estep 
Score: -10028045.000000 Penalty: 1836.600220
	Iteration 0F: 2 clusters Score -1.002804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -9975541.000000 Penalty: 3673.200439
	Iteration 0F: 3 clusters Score -9975541 nChanged 38363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -9997580.000000 Penalty: 3673.200439
	Iteration 1F: 3 clusters Score -9997580 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -9998056.000000 Penalty: 3673.200439
	Iteration 2Q: 3 clusters Score -9998056 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -9998615.000000 Penalty: 3673.200439
	Iteration 3Q: 3 clusters Score -9998615 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -9999161.000000 Penalty: 3673.200439
	Iteration 4Q: 3 clusters Score -9999161 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -9999761.000000 Penalty: 3673.200439
	Iteration 5Q: 3 clusters Score -9999761 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -10000644.000000 Penalty: 3673.200439
	Iteration 6Q: 3 clusters Score -1.000064e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -10002181.000000 Penalty: 3673.200439
	Iteration 7Q: 3 clusters Score -1.000218e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -10004749.000000 Penalty: 3673.200439
	Iteration 8Q: 3 clusters Score -1.000475e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -10008948.000000 Penalty: 3673.200439
	Iteration 9F: 3 clusters Score -1.000895e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -10013374.000000 Penalty: 3673.200439
	Iteration 10F: 3 clusters Score -1.001337e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -10016294.000000 Penalty: 3673.200439
	Iteration 11F: 3 clusters Score -1.001629e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -10017428.000000 Penalty: 3673.200439
	Iteration 12Q: 3 clusters Score -1.001743e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -10018086.000000 Penalty: 3673.200439
	Iteration 13Q: 3 clusters Score -1.001809e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -10018688.000000 Penalty: 3673.200439
	Iteration 14Q: 3 clusters Score -1.001869e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -10019292.000000 Penalty: 3673.200439
	Iteration 15Q: 3 clusters Score -1.001929e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -10019957.000000 Penalty: 3673.200439
	Iteration 16Q: 3 clusters Score -1.001996e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -10020618.000000 Penalty: 3673.200439
	Iteration 17Q: 3 clusters Score -1.002062e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -10021299.000000 Penalty: 3673.200439
	Iteration 18Q: 3 clusters Score -1.00213e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -10021847.000000 Penalty: 3673.200439
	Iteration 19Q: 3 clusters Score -1.002185e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -10022410.000000 Penalty: 3673.200439
	Iteration 20F: 3 clusters Score -1.002241e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -10022925.000000 Penalty: 3673.200439
	Iteration 21Q: 3 clusters Score -1.002292e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -10023466.000000 Penalty: 3673.200439
	Iteration 22Q: 3 clusters Score -1.002347e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -10024013.000000 Penalty: 3673.200439
	Iteration 23Q: 3 clusters Score -1.002401e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -10024393.000000 Penalty: 3673.200439
	Iteration 24Q: 3 clusters Score -1.002439e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -10024722.000000 Penalty: 3673.200439
	Iteration 25Q: 3 clusters Score -1.002472e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60127 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -10024990.000000 Penalty: 3673.200439
	Iteration 26Q: 3 clusters Score -1.002499e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61616 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -10025301.000000 Penalty: 3673.200439
	Iteration 27Q: 3 clusters Score -1.00253e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63062 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -10025628.000000 Penalty: 3673.200439
	Iteration 28Q: 3 clusters Score -1.002563e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64363 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -10025819.000000 Penalty: 3673.200439
	Iteration 29Q: 3 clusters Score -1.002582e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -10025994.000000 Penalty: 3673.200439
	Iteration 30Q: 3 clusters Score -1.002599e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66600 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -10026088.000000 Penalty: 3673.200439
	Iteration 31Q: 3 clusters Score -1.002609e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -10026232.000000 Penalty: 3673.200439
	Iteration 32Q: 3 clusters Score -1.002623e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -10026317.000000 Penalty: 3673.200439
	Iteration 33Q: 3 clusters Score -1.002632e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69313 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -10026458.000000 Penalty: 3673.200439
	Iteration 34Q: 3 clusters Score -1.002646e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70029 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -10026428.000000 Penalty: 3673.200439
	Iteration 35Q: 3 clusters Score -1.002643e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -10026431.000000 Penalty: 3673.200439
	Iteration 36Q: 3 clusters Score -1.002643e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -10026495.000000 Penalty: 3673.200439
	Iteration 37Q: 3 clusters Score -1.00265e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71808 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -10026493.000000 Penalty: 3673.200439
	Iteration 38Q: 3 clusters Score -1.002649e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -10026462.000000 Penalty: 3673.200439
	Iteration 39Q: 3 clusters Score -1.002646e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -10026586.000000 Penalty: 3673.200439
	Iteration 40F: 3 clusters Score -1.002659e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73202 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -10026582.000000 Penalty: 3673.200439
	Iteration 41Q: 3 clusters Score -1.002658e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -10026596.000000 Penalty: 3673.200439
	Iteration 42Q: 3 clusters Score -1.00266e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74231 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -10026663.000000 Penalty: 3673.200439
	Iteration 43Q: 3 clusters Score -1.002666e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74695 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1.002665e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75116 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -10026644.000000 Penalty: 3673.200439
	Iteration 45Q: 3 clusters Score -1.002664e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75493 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1.002667e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -10026672.000000 Penalty: 3673.200439
	Iteration 47Q: 3 clusters Score -1.002667e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1.002668e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1.002669e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -10026704.000000 Penalty: 3673.200439
	Iteration 50Q: 3 clusters Score -1.00267e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76853 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -10026709.000000 Penalty: 3673.200439
	Iteration 51Q: 3 clusters Score -1.002671e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -10026713.000000 Penalty: 3673.200439
	Iteration 52Q: 3 clusters Score -1.002671e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77260 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -10026716.000000 Penalty: 3673.200439
	Iteration 53Q: 3 clusters Score -1.002672e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77439 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -10026719.000000 Penalty: 3673.200439
	Iteration 54Q: 3 clusters Score -1.002672e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -10026694.000000 Penalty: 3673.200439
	Iteration 55Q: 3 clusters Score -1.002669e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77763 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -10026693.000000 Penalty: 3673.200439
	Iteration 56Q: 3 clusters Score -1.002669e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77888 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -10026708.000000 Penalty: 3673.200439
	Iteration 57Q: 3 clusters Score -1.002671e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77995 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -10026701.000000 Penalty: 3673.200439
	Iteration 58Q: 3 clusters Score -1.00267e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78114 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -10026711.000000 Penalty: 3673.200439
	Iteration 59Q: 3 clusters Score -1.002671e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78233 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -10026677.000000 Penalty: 3673.200439
	Iteration 60F: 3 clusters Score -1.002668e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78340 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -10026660.000000 Penalty: 3673.200439
	Iteration 61Q: 3 clusters Score -1.002666e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -10026663.000000 Penalty: 3673.200439
	Iteration 62Q: 3 clusters Score -1.002666e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78529 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -10026666.000000 Penalty: 3673.200439
	Iteration 63Q: 3 clusters Score -1.002667e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78609 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -10026655.000000 Penalty: 3673.200439
	Iteration 64Q: 3 clusters Score -1.002666e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78687 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1.002665e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78748 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -10026644.000000 Penalty: 3673.200439
	Iteration 66Q: 3 clusters Score -1.002664e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -10026646.000000 Penalty: 3673.200439
	Iteration 67Q: 3 clusters Score -1.002665e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78885 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -10026653.000000 Penalty: 3673.200439
	Iteration 68Q: 3 clusters Score -1.002665e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78954 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1.002667e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79025 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -10026649.000000 Penalty: 3673.200439
	Iteration 70Q: 3 clusters Score -1.002665e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79081 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -10026654.000000 Penalty: 3673.200439
	Iteration 71Q: 3 clusters Score -1.002665e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79134 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -10026658.000000 Penalty: 3673.200439
	Iteration 72Q: 3 clusters Score -1.002666e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79186 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.002666e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79234 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.002667e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.002665e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79295 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -10026637.000000 Penalty: 3673.200439
	Iteration 76Q: 3 clusters Score -1.002664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79315 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.002665e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79340 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.002665e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79367 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.002666e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -10026652.000000 Penalty: 3673.200439
	Iteration 80F: 3 clusters Score -1.002665e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79414 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.002667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79429 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.002666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79447 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.002666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79465 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.002666e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79481 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.002666e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.002665e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -10026640.000000 Penalty: 3673.200439
	Iteration 87Q: 3 clusters Score -1.002664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79544 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.002665e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79565 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.002666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79580 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.002666e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.002666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79605 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.002665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79616 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.002665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79630 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.002665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.002665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79654 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.002667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79663 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -10026673.000000 Penalty: 3673.200439
	Iteration 97Q: 3 clusters Score -1.002667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79675 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -10026670.000000 Penalty: 3673.200439
	Iteration 98Q: 3 clusters Score -1.002667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79689 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.002666e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -10026662.000000 Penalty: 3673.200439
	Iteration 100F: 3 clusters Score -1.002666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79713 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.002667e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -10026657.000000 Penalty: 3673.200439
	Iteration 102Q: 3 clusters Score -1.002666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -10026641.000000 Penalty: 3673.200439
	Iteration 103Q: 3 clusters Score -1.002664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79761 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -10026634.000000 Penalty: 3673.200439
	Iteration 104Q: 3 clusters Score -1.002663e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79784 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -10026618.000000 Penalty: 3673.200439
	Iteration 105Q: 3 clusters Score -1.002662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79798 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -10026613.000000 Penalty: 3673.200439
	Iteration 106Q: 3 clusters Score -1.002661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79807 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -10026616.000000 Penalty: 3673.200439
	Iteration 107Q: 3 clusters Score -1.002662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79814 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -10026621.000000 Penalty: 3673.200439
	Iteration 108Q: 3 clusters Score -1.002662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79827 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -10026629.000000 Penalty: 3673.200439
	Iteration 109Q: 3 clusters Score -1.002663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79838 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -10026622.000000 Penalty: 3673.200439
	Iteration 110Q: 3 clusters Score -1.002662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10026615.000000 Penalty: 3673.200439
	Iteration 111Q: 3 clusters Score -1.002662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79856 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -10026622.000000 Penalty: 3673.200439
	Iteration 112Q: 3 clusters Score -1.002662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -10026614.000000 Penalty: 3673.200439
	Iteration 113Q: 3 clusters Score -1.002661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79871 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -10026612.000000 Penalty: 3673.200439
	Iteration 114Q: 3 clusters Score -1.002661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -10026617.000000 Penalty: 3673.200439
	Iteration 115Q: 3 clusters Score -1.002662e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79890 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -10026614.000000 Penalty: 3673.200439
	Iteration 116Q: 3 clusters Score -1.002661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79905 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10026619.000000 Penalty: 3673.200439
	Iteration 117Q: 3 clusters Score -1.002662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79924 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -10026626.000000 Penalty: 3673.200439
	Iteration 118Q: 3 clusters Score -1.002663e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -10026635.000000 Penalty: 3673.200439
	Iteration 119Q: 3 clusters Score -1.002664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10026630.000000 Penalty: 3673.200439
	Iteration 120F: 3 clusters Score -1.002663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10026625.000000 Penalty: 3673.200439
	Iteration 121Q: 3 clusters Score -1.002662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -10026623.000000 Penalty: 3673.200439
	Iteration 122Q: 3 clusters Score -1.002662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -10026624.000000 Penalty: 3673.200439
	Iteration 123Q: 3 clusters Score -1.002662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -10026618.000000 Penalty: 3673.200439
	Iteration 124Q: 3 clusters Score -1.002662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80013 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10026617.000000 Penalty: 3673.200439
	Iteration 125Q: 3 clusters Score -1.002662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80023 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10026611.000000 Penalty: 3673.200439
	Iteration 126Q: 3 clusters Score -1.002661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10026612.000000 Penalty: 3673.200439
	Iteration 127Q: 3 clusters Score -1.002661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80044 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -10026621.000000 Penalty: 3673.200439
	Iteration 128Q: 3 clusters Score -1.002662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80056 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10026631.000000 Penalty: 3673.200439
	Iteration 129Q: 3 clusters Score -1.002663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10026627.000000 Penalty: 3673.200439
	Iteration 130Q: 3 clusters Score -1.002663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80071 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10026630.000000 Penalty: 3673.200439
	Iteration 131Q: 3 clusters Score -1.002663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10026626.000000 Penalty: 3673.200439
	Iteration 132Q: 3 clusters Score -1.002663e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10026625.000000 Penalty: 3673.200439
	Iteration 133Q: 3 clusters Score -1.002662e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10026639.000000 Penalty: 3673.200439
	Iteration 134Q: 3 clusters Score -1.002664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80135 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -10026642.000000 Penalty: 3673.200439
	Iteration 135Q: 3 clusters Score -1.002664e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -10026640.000000 Penalty: 3673.200439
	Iteration 136Q: 3 clusters Score -1.002664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80149 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10026643.000000 Penalty: 3673.200439
	Iteration 137Q: 3 clusters Score -1.002664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80154 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -10026646.000000 Penalty: 3673.200439
	Iteration 138Q: 3 clusters Score -1.002665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -10026644.000000 Penalty: 3673.200439
	Iteration 139Q: 3 clusters Score -1.002664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80163 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10026646.000000 Penalty: 3673.200439
	Iteration 140F: 3 clusters Score -1.002665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80166 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -10026647.000000 Penalty: 3673.200439
	Iteration 141Q: 3 clusters Score -1.002665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80174 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -10026646.000000 Penalty: 3673.200439
	Iteration 142Q: 3 clusters Score -1.002665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80184 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -10026639.000000 Penalty: 3673.200439
	Iteration 143Q: 3 clusters Score -1.002664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -10026646.000000 Penalty: 3673.200439
	Iteration 144Q: 3 clusters Score -1.002665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80194 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10026644.000000 Penalty: 3673.200439
	Iteration 145Q: 3 clusters Score -1.002664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80197 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -10026649.000000 Penalty: 3673.200439
	Iteration 146Q: 3 clusters Score -1.002665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80203 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -10026649.000000 Penalty: 3673.200439
	Iteration 147Q: 3 clusters Score -1.002665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80207 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10026654.000000 Penalty: 3673.200439
	Iteration 148Q: 3 clusters Score -1.002665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80210 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10026652.000000 Penalty: 3673.200439
	Iteration 149Q: 3 clusters Score -1.002665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80212 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -10026655.000000 Penalty: 3673.200439
	Iteration 150Q: 3 clusters Score -1.002666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10026654.000000 Penalty: 3673.200439
	Iteration 151Q: 3 clusters Score -1.002665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80226 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -10026652.000000 Penalty: 3673.200439
	Iteration 152Q: 3 clusters Score -1.002665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10026654.000000 Penalty: 3673.200439
	Iteration 153Q: 3 clusters Score -1.002665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80238 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10026650.000000 Penalty: 3673.200439
	Iteration 154Q: 3 clusters Score -1.002665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10026660.000000 Penalty: 3673.200439
	Iteration 155Q: 3 clusters Score -1.002666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80257 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10026656.000000 Penalty: 3673.200439
	Iteration 156Q: 3 clusters Score -1.002666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10026660.000000 Penalty: 3673.200439
	Iteration 157Q: 3 clusters Score -1.002666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10026660.000000 Penalty: 3673.200439
	Iteration 158Q: 3 clusters Score -1.002666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80268 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10026672.000000 Penalty: 3673.200439
	Iteration 159Q: 3 clusters Score -1.002667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80272 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -10026668.000000 Penalty: 3673.200439
	Iteration 160F: 3 clusters Score -1.002667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80278 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -10026660.000000 Penalty: 3673.200439
	Iteration 161Q: 3 clusters Score -1.002666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -10026658.000000 Penalty: 3673.200439
	Iteration 162Q: 3 clusters Score -1.002666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80287 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10026662.000000 Penalty: 3673.200439
	Iteration 163Q: 3 clusters Score -1.002666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10026658.000000 Penalty: 3673.200439
	Iteration 164Q: 3 clusters Score -1.002666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -10026661.000000 Penalty: 3673.200439
	Iteration 165Q: 3 clusters Score -1.002666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80300 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -10026659.000000 Penalty: 3673.200439
	Iteration 166Q: 3 clusters Score -1.002666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10026657.000000 Penalty: 3673.200439
	Iteration 167Q: 3 clusters Score -1.002666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80303 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10026661.000000 Penalty: 3673.200439
	Iteration 168Q: 3 clusters Score -1.002666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80303 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10026661.000000 Penalty: 3673.200439
	Iteration 169F: 3 clusters Score -1.002666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -285871.718750 Penalty: 1258.633301
	Iteration 0F: 2 clusters Score -285871.7 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 1142 members 
Entering Unmasked Estep 
Score: -283599.156250 Penalty: 2517.266602
	Iteration 0F: 3 clusters Score -283599.2 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -284131.093750 Penalty: 2517.266602
	Iteration 1F: 3 clusters Score -284131.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -284223.937500 Penalty: 2517.266602
	Iteration 2F: 3 clusters Score -284223.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -284277.093750 Penalty: 2517.266602
	Iteration 3Q: 3 clusters Score -284277.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -284317.000000 Penalty: 2517.266602
	Iteration 4Q: 3 clusters Score -284317 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -284337.625000 Penalty: 2517.266602
	Iteration 5Q: 3 clusters Score -284337.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -284353.843750 Penalty: 2517.266602
	Iteration 6Q: 3 clusters Score -284353.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -284368.406250 Penalty: 2517.266602
	Iteration 7Q: 3 clusters Score -284368.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -284379.250000 Penalty: 2517.266602
	Iteration 8Q: 3 clusters Score -284379.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -284387.812500 Penalty: 2517.266602
	Iteration 9Q: 3 clusters Score -284387.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -284395.062500 Penalty: 2517.266602
	Iteration 10Q: 3 clusters Score -284395.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -284401.562500 Penalty: 2517.266602
	Iteration 11Q: 3 clusters Score -284401.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -284404.437500 Penalty: 2517.266602
	Iteration 12Q: 3 clusters Score -284404.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -284407.906250 Penalty: 2517.266602
	Iteration 13Q: 3 clusters Score -284407.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -284412.625000 Penalty: 2517.266602
	Iteration 14Q: 3 clusters Score -284412.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -284418.093750 Penalty: 2517.266602
	Iteration 15Q: 3 clusters Score -284418.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -284424.875000 Penalty: 2517.266602
	Iteration 16Q: 3 clusters Score -284424.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -284430.593750 Penalty: 2517.266602
	Iteration 17Q: 3 clusters Score -284430.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -284433.968750 Penalty: 2517.266602
	Iteration 18Q: 3 clusters Score -284434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -284440.718750 Penalty: 2517.266602
	Iteration 19Q: 3 clusters Score -284440.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -284447.343750 Penalty: 2517.266602
	Iteration 20F: 3 clusters Score -284447.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -284453.281250 Penalty: 2517.266602
	Iteration 21Q: 3 clusters Score -284453.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -284459.593750 Penalty: 2517.266602
	Iteration 22Q: 3 clusters Score -284459.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -284464.718750 Penalty: 2517.266602
	Iteration 23Q: 3 clusters Score -284464.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -284470.000000 Penalty: 2517.266602
	Iteration 24Q: 3 clusters Score -284470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -284473.343750 Penalty: 2517.266602
	Iteration 25Q: 3 clusters Score -284473.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -284476.968750 Penalty: 2517.266602
	Iteration 26Q: 3 clusters Score -284477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -284483.406250 Penalty: 2517.266602
	Iteration 27Q: 3 clusters Score -284483.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -284484.562500 Penalty: 2517.266602
	Iteration 28Q: 3 clusters Score -284484.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -284485.218750 Penalty: 2517.266602
	Iteration 29Q: 3 clusters Score -284485.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -284488.187500 Penalty: 2517.266602
	Iteration 30Q: 3 clusters Score -284488.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -284489.625000 Penalty: 2517.266602
	Iteration 31Q: 3 clusters Score -284489.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -284491.656250 Penalty: 2517.266602
	Iteration 32Q: 3 clusters Score -284491.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -284494.281250 Penalty: 2517.266602
	Iteration 33Q: 3 clusters Score -284494.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -284499.875000 Penalty: 2517.266602
	Iteration 34Q: 3 clusters Score -284499.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -284503.156250 Penalty: 2517.266602
	Iteration 35Q: 3 clusters Score -284503.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -284506.968750 Penalty: 2517.266602
	Iteration 36Q: 3 clusters Score -284507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -284509.125000 Penalty: 2517.266602
	Iteration 37Q: 3 clusters Score -284509.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -284511.093750 Penalty: 2517.266602
	Iteration 38Q: 3 clusters Score -284511.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -284516.656250 Penalty: 2517.266602
	Iteration 39Q: 3 clusters Score -284516.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -284521.500000 Penalty: 2517.266602
	Iteration 40F: 3 clusters Score -284521.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -284527.468750 Penalty: 2517.266602
	Iteration 41Q: 3 clusters Score -284527.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -284533.125000 Penalty: 2517.266602
	Iteration 42Q: 3 clusters Score -284533.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -284539.250000 Penalty: 2517.266602
	Iteration 43Q: 3 clusters Score -284539.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -284546.375000 Penalty: 2517.266602
	Iteration 44Q: 3 clusters Score -284546.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -284554.687500 Penalty: 2517.266602
	Iteration 45Q: 3 clusters Score -284554.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -284562.218750 Penalty: 2517.266602
	Iteration 46Q: 3 clusters Score -284562.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -284570.937500 Penalty: 2517.266602
	Iteration 47Q: 3 clusters Score -284570.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -284579.437500 Penalty: 2517.266602
	Iteration 48Q: 3 clusters Score -284579.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -284584.468750 Penalty: 2517.266602
	Iteration 49Q: 3 clusters Score -284584.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -284590.812500 Penalty: 2517.266602
	Iteration 50Q: 3 clusters Score -284590.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -284599.156250 Penalty: 2517.266602
	Iteration 51Q: 3 clusters Score -284599.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -284605.437500 Penalty: 2517.266602
	Iteration 52Q: 3 clusters Score -284605.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -284612.968750 Penalty: 2517.266602
	Iteration 53Q: 3 clusters Score -284613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -284616.531250 Penalty: 2517.266602
	Iteration 54Q: 3 clusters Score -284616.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -284623.750000 Penalty: 2517.266602
	Iteration 55Q: 3 clusters Score -284623.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -284631.843750 Penalty: 2517.266602
	Iteration 56Q: 3 clusters Score -284631.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -284637.093750 Penalty: 2517.266602
	Iteration 57Q: 3 clusters Score -284637.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -284642.218750 Penalty: 2517.266602
	Iteration 58Q: 3 clusters Score -284642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -284644.625000 Penalty: 2517.266602
	Iteration 59Q: 3 clusters Score -284644.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -284645.562500 Penalty: 2517.266602
	Iteration 60F: 3 clusters Score -284645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -284645.937500 Penalty: 2517.266602
	Iteration 61Q: 3 clusters Score -284645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -284646.750000 Penalty: 2517.266602
	Iteration 62Q: 3 clusters Score -284646.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -284646.937500 Penalty: 2517.266602
	Iteration 63Q: 3 clusters Score -284646.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -284646.937500 Penalty: 2517.266602
	Iteration 64F: 3 clusters Score -284646.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Entering Unmasked Estep 
Score: -568317.062500 Penalty: 1366.380249
	Iteration 0F: 2 clusters Score -568317.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -564669.000000 Penalty: 2732.760498
	Iteration 0F: 3 clusters Score -564669 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -565604.250000 Penalty: 2732.760498
	Iteration 1F: 3 clusters Score -565604.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -565752.625000 Penalty: 2732.760498
	Iteration 2F: 3 clusters Score -565752.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -565850.875000 Penalty: 2732.760498
	Iteration 3F: 3 clusters Score -565850.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -565919.937500 Penalty: 2732.760498
	Iteration 4Q: 3 clusters Score -565919.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -565967.187500 Penalty: 2732.760498
	Iteration 5Q: 3 clusters Score -565967.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -566007.062500 Penalty: 2732.760498
	Iteration 6Q: 3 clusters Score -566007.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -566051.625000 Penalty: 2732.760498
	Iteration 7Q: 3 clusters Score -566051.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -566090.750000 Penalty: 2732.760498
	Iteration 8Q: 3 clusters Score -566090.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -566123.125000 Penalty: 2732.760498
	Iteration 9Q: 3 clusters Score -566123.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -566147.187500 Penalty: 2732.760498
	Iteration 10Q: 3 clusters Score -566147.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -566172.375000 Penalty: 2732.760498
	Iteration 11Q: 3 clusters Score -566172.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -566194.437500 Penalty: 2732.760498
	Iteration 12Q: 3 clusters Score -566194.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -566220.875000 Penalty: 2732.760498
	Iteration 13Q: 3 clusters Score -566220.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -566257.687500 Penalty: 2732.760498
	Iteration 14Q: 3 clusters Score -566257.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -566292.437500 Penalty: 2732.760498
	Iteration 15Q: 3 clusters Score -566292.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -566323.562500 Penalty: 2732.760498
	Iteration 16Q: 3 clusters Score -566323.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -566353.250000 Penalty: 2732.760498
	Iteration 17Q: 3 clusters Score -566353.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -566394.875000 Penalty: 2732.760498
	Iteration 18Q: 3 clusters Score -566394.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -566431.937500 Penalty: 2732.760498
	Iteration 19Q: 3 clusters Score -566431.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -566477.000000 Penalty: 2732.760498
	Iteration 20F: 3 clusters Score -566477 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -566528.187500 Penalty: 2732.760498
	Iteration 21Q: 3 clusters Score -566528.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -566588.562500 Penalty: 2732.760498
	Iteration 22Q: 3 clusters Score -566588.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -566640.500000 Penalty: 2732.760498
	Iteration 23Q: 3 clusters Score -566640.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -566687.187500 Penalty: 2732.760498
	Iteration 24Q: 3 clusters Score -566687.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -566720.812500 Penalty: 2732.760498
	Iteration 25Q: 3 clusters Score -566720.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -566755.062500 Penalty: 2732.760498
	Iteration 26Q: 3 clusters Score -566755.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -566803.875000 Penalty: 2732.760498
	Iteration 27Q: 3 clusters Score -566803.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -566858.875000 Penalty: 2732.760498
	Iteration 28Q: 3 clusters Score -566858.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -566896.562500 Penalty: 2732.760498
	Iteration 29Q: 3 clusters Score -566896.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -566946.562500 Penalty: 2732.760498
	Iteration 30Q: 3 clusters Score -566946.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -566982.437500 Penalty: 2732.760498
	Iteration 31Q: 3 clusters Score -566982.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -567014.437500 Penalty: 2732.760498
	Iteration 32Q: 3 clusters Score -567014.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -567031.250000 Penalty: 2732.760498
	Iteration 33Q: 3 clusters Score -567031.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -567047.062500 Penalty: 2732.760498
	Iteration 34Q: 3 clusters Score -567047.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -567060.687500 Penalty: 2732.760498
	Iteration 35Q: 3 clusters Score -567060.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -567072.437500 Penalty: 2732.760498
	Iteration 36Q: 3 clusters Score -567072.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -567076.875000 Penalty: 2732.760498
	Iteration 37Q: 3 clusters Score -567076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -567077.250000 Penalty: 2732.760498
	Iteration 38Q: 3 clusters Score -567077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -567078.250000 Penalty: 2732.760498
	Iteration 39Q: 3 clusters Score -567078.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -567078.562500 Penalty: 2732.760498
	Iteration 40F: 3 clusters Score -567078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -567080.062500 Penalty: 2732.760498
	Iteration 41Q: 3 clusters Score -567080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -567080.750000 Penalty: 2732.760498
	Iteration 42Q: 3 clusters Score -567080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -567081.375000 Penalty: 2732.760498
	Iteration 43Q: 3 clusters Score -567081.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -567081.625000 Penalty: 2732.760498
	Iteration 44Q: 3 clusters Score -567081.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -567081.625000 Penalty: 2732.760498
	Iteration 45F: 3 clusters Score -567081.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58341 members 
Mstep: Class 3 contains 60055 members 
Mstep: Class 4 contains 45628 members 
Mstep: Class 5 contains 42237 members 
Mstep: Class 7 contains 45364 members 
Mstep: Class 8 contains 90142 members 
Mstep: Class 9 contains 7493 members 
Mstep: Class 10 contains 70719 members 
Mstep: Class 13 contains 79895 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 2533 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23287 members 
Mstep: Class 22 contains 80996 members 
Mstep: Class 23 contains 2311 members 
Mstep: Class 24 contains 4485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577976.000000 Penalty: 39018.101562
Iteration 279Q: 19 clusters Score -7.557798e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58349 members 
Mstep: Class 3 contains 60067 members 
Mstep: Class 4 contains 45631 members 
Mstep: Class 5 contains 42240 members 
Mstep: Class 7 contains 45362 members 
Mstep: Class 8 contains 90142 members 
Mstep: Class 9 contains 7492 members 
Mstep: Class 10 contains 70725 members 
Mstep: Class 13 contains 79896 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 2534 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 22 contains 80968 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 4487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577944.000000 Penalty: 39018.101562
Iteration 280F: 19 clusters Score -7.557794e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58355 members 
Mstep: Class 3 contains 60081 members 
Mstep: Class 4 contains 45642 members 
Mstep: Class 5 contains 42244 members 
Mstep: Class 7 contains 45364 members 
Mstep: Class 8 contains 90135 members 
Mstep: Class 9 contains 7490 members 
Mstep: Class 10 contains 70725 members 
Mstep: Class 13 contains 79894 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 15 contains 2535 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23281 members 
Mstep: Class 22 contains 80940 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577904.000000 Penalty: 39018.101562
Iteration 281Q: 19 clusters Score -7.55779e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58361 members 
Mstep: Class 3 contains 60093 members 
Mstep: Class 4 contains 45646 members 
Mstep: Class 5 contains 42242 members 
Mstep: Class 7 contains 45357 members 
Mstep: Class 8 contains 90142 members 
Mstep: Class 9 contains 7490 members 
Mstep: Class 10 contains 70724 members 
Mstep: Class 13 contains 79896 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 2537 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23276 members 
Mstep: Class 22 contains 80923 members 
Mstep: Class 23 contains 2317 members 
Mstep: Class 24 contains 4492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577888.000000 Penalty: 39018.101562
Iteration 282Q: 19 clusters Score -7.557789e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58369 members 
Mstep: Class 3 contains 60092 members 
Mstep: Class 4 contains 45663 members 
Mstep: Class 5 contains 42245 members 
Mstep: Class 7 contains 45358 members 
Mstep: Class 8 contains 90145 members 
Mstep: Class 9 contains 7490 members 
Mstep: Class 10 contains 70730 members 
Mstep: Class 13 contains 79894 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 2537 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23273 members 
Mstep: Class 22 contains 80897 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578000.000000 Penalty: 39018.101562
Iteration 283Q: 19 clusters Score -7.5578e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58374 members 
Mstep: Class 3 contains 60091 members 
Mstep: Class 4 contains 45680 members 
Mstep: Class 5 contains 42248 members 
Mstep: Class 7 contains 45361 members 
Mstep: Class 8 contains 90146 members 
Mstep: Class 9 contains 7490 members 
Mstep: Class 10 contains 70728 members 
Mstep: Class 13 contains 79890 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 15 contains 2542 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23271 members 
Mstep: Class 22 contains 80874 members 
Mstep: Class 23 contains 2323 members 
Mstep: Class 24 contains 4487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577912.000000 Penalty: 39018.101562
Iteration 284Q: 19 clusters Score -7.557791e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58385 members 
Mstep: Class 3 contains 60096 members 
Mstep: Class 4 contains 45685 members 
Mstep: Class 5 contains 42250 members 
Mstep: Class 7 contains 45359 members 
Mstep: Class 8 contains 90146 members 
Mstep: Class 9 contains 7490 members 
Mstep: Class 10 contains 70734 members 
Mstep: Class 13 contains 79888 members 
Mstep: Class 14 contains 4578 members 
Mstep: Class 15 contains 2543 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 22 contains 80862 members 
Mstep: Class 23 contains 2325 members 
Mstep: Class 24 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577928.000000 Penalty: 39018.101562
Iteration 285Q: 19 clusters Score -7.557793e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58392 members 
Mstep: Class 3 contains 60097 members 
Mstep: Class 4 contains 45692 members 
Mstep: Class 5 contains 42253 members 
Mstep: Class 7 contains 45356 members 
Mstep: Class 8 contains 90135 members 
Mstep: Class 9 contains 7490 members 
Mstep: Class 10 contains 70732 members 
Mstep: Class 13 contains 79886 members 
Mstep: Class 14 contains 4574 members 
Mstep: Class 15 contains 2550 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23264 members 
Mstep: Class 22 contains 80862 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577928.000000 Penalty: 39018.101562
Iteration 286Q: 19 clusters Score -7.557793e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58397 members 
Mstep: Class 3 contains 60103 members 
Mstep: Class 4 contains 45701 members 
Mstep: Class 5 contains 42252 members 
Mstep: Class 7 contains 45355 members 
Mstep: Class 8 contains 90142 members 
Mstep: Class 9 contains 7489 members 
Mstep: Class 10 contains 70728 members 
Mstep: Class 13 contains 79882 members 
Mstep: Class 14 contains 4570 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 80856 members 
Mstep: Class 23 contains 2329 members 
Mstep: Class 24 contains 4471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578016.000000 Penalty: 39018.101562
Iteration 287Q: 19 clusters Score -7.557802e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58404 members 
Mstep: Class 3 contains 60113 members 
Mstep: Class 4 contains 45707 members 
Mstep: Class 5 contains 42256 members 
Mstep: Class 7 contains 45357 members 
Mstep: Class 8 contains 90142 members 
Mstep: Class 9 contains 7486 members 
Mstep: Class 10 contains 70721 members 
Mstep: Class 13 contains 79878 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23258 members 
Mstep: Class 22 contains 80848 members 
Mstep: Class 23 contains 2329 members 
Mstep: Class 24 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 288Q: 19 clusters Score -7.557804e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58413 members 
Mstep: Class 3 contains 60117 members 
Mstep: Class 4 contains 45714 members 
Mstep: Class 5 contains 42259 members 
Mstep: Class 7 contains 45356 members 
Mstep: Class 8 contains 90137 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70717 members 
Mstep: Class 13 contains 79878 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 2557 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23258 members 
Mstep: Class 22 contains 80843 members 
Mstep: Class 23 contains 2329 members 
Mstep: Class 24 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578032.000000 Penalty: 39018.101562
Iteration 289Q: 19 clusters Score -7.557803e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58428 members 
Mstep: Class 3 contains 60117 members 
Mstep: Class 4 contains 45726 members 
Mstep: Class 5 contains 42260 members 
Mstep: Class 7 contains 45354 members 
Mstep: Class 8 contains 90131 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70709 members 
Mstep: Class 13 contains 79870 members 
Mstep: Class 14 contains 4548 members 
Mstep: Class 15 contains 2559 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23258 members 
Mstep: Class 22 contains 80841 members 
Mstep: Class 23 contains 2329 members 
Mstep: Class 24 contains 4473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578032.000000 Penalty: 39018.101562
Iteration 290Q: 19 clusters Score -7.557803e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58442 members 
Mstep: Class 3 contains 60126 members 
Mstep: Class 4 contains 45734 members 
Mstep: Class 5 contains 42262 members 
Mstep: Class 7 contains 45349 members 
Mstep: Class 8 contains 90131 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70706 members 
Mstep: Class 13 contains 79863 members 
Mstep: Class 14 contains 4534 members 
Mstep: Class 15 contains 2561 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23256 members 
Mstep: Class 22 contains 80837 members 
Mstep: Class 23 contains 2330 members 
Mstep: Class 24 contains 4472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578032.000000 Penalty: 39018.101562
Iteration 291Q: 19 clusters Score -7.557803e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 58453 members 
Mstep: Class 3 contains 60128 members 
Mstep: Class 4 contains 45743 members 
Mstep: Class 5 contains 42266 members 
Mstep: Class 7 contains 45342 members 
Mstep: Class 8 contains 90121 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70705 members 
Mstep: Class 13 contains 79859 members 
Mstep: Class 14 contains 4524 members 
Mstep: Class 15 contains 2564 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23252 members 
Mstep: Class 22 contains 80839 members 
Mstep: Class 23 contains 2331 members 
Mstep: Class 24 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577968.000000 Penalty: 39018.101562
Iteration 292Q: 19 clusters Score -7.557797e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 58464 members 
Mstep: Class 3 contains 60136 members 
Mstep: Class 4 contains 45748 members 
Mstep: Class 5 contains 42265 members 
Mstep: Class 7 contains 45339 members 
Mstep: Class 8 contains 90122 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70703 members 
Mstep: Class 13 contains 79858 members 
Mstep: Class 14 contains 4514 members 
Mstep: Class 15 contains 2566 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23248 members 
Mstep: Class 22 contains 80831 members 
Mstep: Class 23 contains 2331 members 
Mstep: Class 24 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577920.000000 Penalty: 39018.101562
Iteration 293Q: 19 clusters Score -7.557792e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 58473 members 
Mstep: Class 3 contains 60142 members 
Mstep: Class 4 contains 45756 members 
Mstep: Class 5 contains 42266 members 
Mstep: Class 7 contains 45343 members 
Mstep: Class 8 contains 90139 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70697 members 
Mstep: Class 13 contains 79849 members 
Mstep: Class 14 contains 4503 members 
Mstep: Class 15 contains 2566 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23247 members 
Mstep: Class 22 contains 80811 members 
Mstep: Class 23 contains 2332 members 
Mstep: Class 24 contains 4478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577904.000000 Penalty: 39018.101562
Iteration 294Q: 19 clusters Score -7.55779e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 58484 members 
Mstep: Class 3 contains 60149 members 
Mstep: Class 4 contains 45761 members 
Mstep: Class 5 contains 42267 members 
Mstep: Class 7 contains 45341 members 
Mstep: Class 8 contains 90154 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70692 members 
Mstep: Class 13 contains 79844 members 
Mstep: Class 14 contains 4497 members 
Mstep: Class 15 contains 2567 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23242 members 
Mstep: Class 22 contains 80790 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 4480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577976.000000 Penalty: 39018.101562
Iteration 295Q: 19 clusters Score -7.557798e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 58496 members 
Mstep: Class 3 contains 60161 members 
Mstep: Class 4 contains 45767 members 
Mstep: Class 5 contains 42271 members 
Mstep: Class 7 contains 45344 members 
Mstep: Class 8 contains 90164 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70687 members 
Mstep: Class 13 contains 79839 members 
Mstep: Class 14 contains 4493 members 
Mstep: Class 15 contains 2568 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23235 members 
Mstep: Class 22 contains 80762 members 
Mstep: Class 23 contains 2333 members 
Mstep: Class 24 contains 4482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578016.000000 Penalty: 39018.101562
Iteration 296Q: 19 clusters Score -7.557802e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 58509 members 
Mstep: Class 3 contains 60170 members 
Mstep: Class 4 contains 45769 members 
Mstep: Class 5 contains 42276 members 
Mstep: Class 7 contains 45348 members 
Mstep: Class 8 contains 90176 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70686 members 
Mstep: Class 13 contains 79834 members 
Mstep: Class 14 contains 4493 members 
Mstep: Class 15 contains 2569 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23227 members 
Mstep: Class 22 contains 80731 members 
Mstep: Class 23 contains 2333 members 
Mstep: Class 24 contains 4481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578080.000000 Penalty: 39018.101562
Iteration 297Q: 19 clusters Score -7.557808e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 58520 members 
Mstep: Class 3 contains 60181 members 
Mstep: Class 4 contains 45769 members 
Mstep: Class 5 contains 42280 members 
Mstep: Class 7 contains 45350 members 
Mstep: Class 8 contains 90184 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70685 members 
Mstep: Class 13 contains 79834 members 
Mstep: Class 14 contains 4496 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23218 members 
Mstep: Class 22 contains 80699 members 
Mstep: Class 23 contains 2333 members 
Mstep: Class 24 contains 4482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578016.000000 Penalty: 39018.101562
Iteration 298Q: 19 clusters Score -7.557802e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 58530 members 
Mstep: Class 3 contains 60191 members 
Mstep: Class 4 contains 45778 members 
Mstep: Class 5 contains 42283 members 
Mstep: Class 7 contains 45350 members 
Mstep: Class 8 contains 90187 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79833 members 
Mstep: Class 14 contains 4492 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23210 members 
Mstep: Class 22 contains 80674 members 
Mstep: Class 23 contains 2333 members 
Mstep: Class 24 contains 4484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578024.000000 Penalty: 39018.101562
Iteration 299Q: 19 clusters Score -7.557802e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 58544 members 
Mstep: Class 3 contains 60198 members 
Mstep: Class 4 contains 45793 members 
Mstep: Class 5 contains 42284 members 
Mstep: Class 7 contains 45344 members 
Mstep: Class 8 contains 90186 members 
Mstep: Class 9 contains 7482 members 
Mstep: Class 10 contains 70679 members 
Mstep: Class 13 contains 79834 members 
Mstep: Class 14 contains 4493 members 
Mstep: Class 15 contains 2575 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23204 members 
Mstep: Class 22 contains 80652 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 4483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577960.000000 Penalty: 39018.101562
Iteration 300F: 19 clusters Score -7.557796e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 58546 members 
Mstep: Class 3 contains 60209 members 
Mstep: Class 4 contains 45800 members 
Mstep: Class 5 contains 42285 members 
Mstep: Class 7 contains 45341 members 
Mstep: Class 8 contains 90189 members 
Mstep: Class 9 contains 7481 members 
Mstep: Class 10 contains 70677 members 
Mstep: Class 13 contains 79838 members 
Mstep: Class 14 contains 4495 members 
Mstep: Class 15 contains 2579 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23203 members 
Mstep: Class 22 contains 80628 members 
Mstep: Class 23 contains 2336 members 
Mstep: Class 24 contains 4478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75577952.000000 Penalty: 39018.101562
Iteration 301Q: 19 clusters Score -7.557795e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 58553 members 
Mstep: Class 3 contains 60216 members 
Mstep: Class 4 contains 45802 members 
Mstep: Class 5 contains 42291 members 
Mstep: Class 7 contains 45336 members 
Mstep: Class 8 contains 90186 members 
Mstep: Class 9 contains 7482 members 
Mstep: Class 10 contains 70677 members 
Mstep: Class 13 contains 79845 members 
Mstep: Class 14 contains 4496 members 
Mstep: Class 15 contains 2585 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23197 members 
Mstep: Class 22 contains 80608 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 4474 members 
Entering Unmasked Estep 
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Iteration 302Q: 19 clusters Score -7.557806e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 58556 members 
Mstep: Class 3 contains 60223 members 
Mstep: Class 4 contains 45807 members 
Mstep: Class 5 contains 42287 members 
Mstep: Class 7 contains 45335 members 
Mstep: Class 8 contains 90182 members 
Mstep: Class 9 contains 7482 members 
Mstep: Class 10 contains 70674 members 
Mstep: Class 13 contains 79851 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 2588 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23191 members 
Mstep: Class 22 contains 80592 members 
Mstep: Class 23 contains 2343 members 
Mstep: Class 24 contains 4471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578048.000000 Penalty: 39018.101562
Iteration 303Q: 19 clusters Score -7.557805e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 58564 members 
Mstep: Class 3 contains 60227 members 
Mstep: Class 4 contains 45811 members 
Mstep: Class 5 contains 42283 members 
Mstep: Class 7 contains 45336 members 
Mstep: Class 8 contains 90168 members 
Mstep: Class 9 contains 7482 members 
Mstep: Class 10 contains 70669 members 
Mstep: Class 13 contains 79851 members 
Mstep: Class 14 contains 4508 members 
Mstep: Class 15 contains 2600 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23189 members 
Mstep: Class 22 contains 80580 members 
Mstep: Class 23 contains 2350 members 
Mstep: Class 24 contains 4471 members 
Entering Unmasked Estep 
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Iteration 304Q: 19 clusters Score -7.557795e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 58575 members 
Mstep: Class 3 contains 60237 members 
Mstep: Class 4 contains 45814 members 
Mstep: Class 5 contains 42280 members 
Mstep: Class 7 contains 45335 members 
Mstep: Class 8 contains 90150 members 
Mstep: Class 9 contains 7483 members 
Mstep: Class 10 contains 70666 members 
Mstep: Class 13 contains 79853 members 
Mstep: Class 14 contains 4506 members 
Mstep: Class 15 contains 2613 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23189 members 
Mstep: Class 22 contains 80567 members 
Mstep: Class 23 contains 2353 members 
Mstep: Class 24 contains 4468 members 
Entering Unmasked Estep 
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Iteration 305Q: 19 clusters Score -7.557806e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 58580 members 
Mstep: Class 3 contains 60246 members 
Mstep: Class 4 contains 45815 members 
Mstep: Class 5 contains 42276 members 
Mstep: Class 7 contains 45337 members 
Mstep: Class 8 contains 90133 members 
Mstep: Class 9 contains 7482 members 
Mstep: Class 10 contains 70664 members 
Mstep: Class 13 contains 79849 members 
Mstep: Class 14 contains 4508 members 
Mstep: Class 15 contains 2626 members 
Mstep: Class 17 contains 788 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23187 members 
Mstep: Class 22 contains 80555 members 
Mstep: Class 23 contains 2361 members 
Mstep: Class 24 contains 4471 members 
Entering Unmasked Estep 
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Iteration 306Q: 19 clusters Score -7.557798e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 58594 members 
Mstep: Class 3 contains 60263 members 
Mstep: Class 4 contains 45824 members 
Mstep: Class 5 contains 42268 members 
Mstep: Class 7 contains 45332 members 
Mstep: Class 8 contains 90108 members 
Mstep: Class 9 contains 7481 members 
Mstep: Class 10 contains 70663 members 
Mstep: Class 13 contains 79849 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 2636 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23184 members 
Mstep: Class 22 contains 80547 members 
Mstep: Class 23 contains 2368 members 
Mstep: Class 24 contains 4469 members 
Entering Unmasked Estep 
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Iteration 307Q: 19 clusters Score -7.557803e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 58602 members 
Mstep: Class 3 contains 60285 members 
Mstep: Class 4 contains 45829 members 
Mstep: Class 5 contains 42265 members 
Mstep: Class 7 contains 45334 members 
Mstep: Class 8 contains 90089 members 
Mstep: Class 9 contains 7480 members 
Mstep: Class 10 contains 70659 members 
Mstep: Class 13 contains 79852 members 
Mstep: Class 14 contains 4504 members 
Mstep: Class 15 contains 2643 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23182 members 
Mstep: Class 22 contains 80526 members 
Mstep: Class 23 contains 2372 members 
Mstep: Class 24 contains 4469 members 
Entering Unmasked Estep 
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Iteration 308Q: 19 clusters Score -7.557807e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 58608 members 
Mstep: Class 3 contains 60297 members 
Mstep: Class 4 contains 45836 members 
Mstep: Class 5 contains 42261 members 
Mstep: Class 7 contains 45332 members 
Mstep: Class 8 contains 90066 members 
Mstep: Class 9 contains 7478 members 
Mstep: Class 10 contains 70659 members 
Mstep: Class 13 contains 79860 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 2651 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23185 members 
Mstep: Class 22 contains 80511 members 
Mstep: Class 23 contains 2375 members 
Mstep: Class 24 contains 4467 members 
Entering Unmasked Estep 
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Iteration 309Q: 19 clusters Score -7.557802e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 58615 members 
Mstep: Class 3 contains 60311 members 
Mstep: Class 4 contains 45843 members 
Mstep: Class 5 contains 42264 members 
Mstep: Class 7 contains 45326 members 
Mstep: Class 8 contains 90038 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 70657 members 
Mstep: Class 13 contains 79867 members 
Mstep: Class 14 contains 4508 members 
Mstep: Class 15 contains 2652 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23185 members 
Mstep: Class 22 contains 80504 members 
Mstep: Class 23 contains 2379 members 
Mstep: Class 24 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578088.000000 Penalty: 39018.101562
Iteration 310Q: 19 clusters Score -7.557809e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 58622 members 
Mstep: Class 3 contains 60324 members 
Mstep: Class 4 contains 45853 members 
Mstep: Class 5 contains 42263 members 
Mstep: Class 7 contains 45319 members 
Mstep: Class 8 contains 90023 members 
Mstep: Class 9 contains 7474 members 
Mstep: Class 10 contains 70657 members 
Mstep: Class 13 contains 79870 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 2654 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23183 members 
Mstep: Class 22 contains 80490 members 
Mstep: Class 23 contains 2383 members 
Mstep: Class 24 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578096.000000 Penalty: 39018.101562
Iteration 311Q: 19 clusters Score -7.55781e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 58634 members 
Mstep: Class 3 contains 60335 members 
Mstep: Class 4 contains 45856 members 
Mstep: Class 5 contains 42259 members 
Mstep: Class 7 contains 45314 members 
Mstep: Class 8 contains 90015 members 
Mstep: Class 9 contains 7471 members 
Mstep: Class 10 contains 70665 members 
Mstep: Class 13 contains 79867 members 
Mstep: Class 14 contains 4514 members 
Mstep: Class 15 contains 2656 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23182 members 
Mstep: Class 22 contains 80471 members 
Mstep: Class 23 contains 2384 members 
Mstep: Class 24 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578104.000000 Penalty: 39018.101562
Iteration 312Q: 19 clusters Score -7.55781e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 58644 members 
Mstep: Class 3 contains 60353 members 
Mstep: Class 4 contains 45862 members 
Mstep: Class 5 contains 42260 members 
Mstep: Class 7 contains 45310 members 
Mstep: Class 8 contains 90003 members 
Mstep: Class 9 contains 7471 members 
Mstep: Class 10 contains 70667 members 
Mstep: Class 13 contains 79870 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 2660 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23184 members 
Mstep: Class 22 contains 80444 members 
Mstep: Class 23 contains 2386 members 
Mstep: Class 24 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578032.000000 Penalty: 39018.101562
Iteration 313Q: 19 clusters Score -7.557803e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 58657 members 
Mstep: Class 3 contains 60362 members 
Mstep: Class 4 contains 45868 members 
Mstep: Class 5 contains 42265 members 
Mstep: Class 7 contains 45298 members 
Mstep: Class 8 contains 89983 members 
Mstep: Class 9 contains 7470 members 
Mstep: Class 10 contains 70666 members 
Mstep: Class 13 contains 79873 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23185 members 
Mstep: Class 22 contains 80436 members 
Mstep: Class 23 contains 2389 members 
Mstep: Class 24 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578080.000000 Penalty: 39018.101562
Iteration 314Q: 19 clusters Score -7.557808e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 58664 members 
Mstep: Class 3 contains 60368 members 
Mstep: Class 4 contains 45877 members 
Mstep: Class 5 contains 42270 members 
Mstep: Class 7 contains 45289 members 
Mstep: Class 8 contains 89974 members 
Mstep: Class 9 contains 7470 members 
Mstep: Class 10 contains 70661 members 
Mstep: Class 13 contains 79872 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23183 members 
Mstep: Class 22 contains 80436 members 
Mstep: Class 23 contains 2393 members 
Mstep: Class 24 contains 4454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578240.000000 Penalty: 39018.101562
Iteration 315Q: 19 clusters Score -7.557824e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 58676 members 
Mstep: Class 3 contains 60372 members 
Mstep: Class 4 contains 45887 members 
Mstep: Class 5 contains 42271 members 
Mstep: Class 7 contains 45287 members 
Mstep: Class 8 contains 89965 members 
Mstep: Class 9 contains 7468 members 
Mstep: Class 10 contains 70660 members 
Mstep: Class 13 contains 79869 members 
Mstep: Class 14 contains 4509 members 
Mstep: Class 15 contains 2679 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23184 members 
Mstep: Class 22 contains 80420 members 
Mstep: Class 23 contains 2396 members 
Mstep: Class 24 contains 4453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578072.000000 Penalty: 39018.101562
Iteration 316Q: 19 clusters Score -7.557807e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 58687 members 
Mstep: Class 3 contains 60381 members 
Mstep: Class 4 contains 45892 members 
Mstep: Class 5 contains 42275 members 
Mstep: Class 7 contains 45281 members 
Mstep: Class 8 contains 89950 members 
Mstep: Class 9 contains 7466 members 
Mstep: Class 10 contains 70658 members 
Mstep: Class 13 contains 79868 members 
Mstep: Class 14 contains 4509 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23184 members 
Mstep: Class 22 contains 80407 members 
Mstep: Class 23 contains 2398 members 
Mstep: Class 24 contains 4456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578048.000000 Penalty: 39018.101562
Iteration 317Q: 19 clusters Score -7.557805e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 58693 members 
Mstep: Class 3 contains 60392 members 
Mstep: Class 4 contains 45900 members 
Mstep: Class 5 contains 42278 members 
Mstep: Class 7 contains 45271 members 
Mstep: Class 8 contains 89942 members 
Mstep: Class 9 contains 7465 members 
Mstep: Class 10 contains 70656 members 
Mstep: Class 13 contains 79865 members 
Mstep: Class 14 contains 4509 members 
Mstep: Class 15 contains 2689 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23185 members 
Mstep: Class 22 contains 80393 members 
Mstep: Class 23 contains 2399 members 
Mstep: Class 24 contains 4459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578080.000000 Penalty: 39018.101562
Iteration 318Q: 19 clusters Score -7.557808e+07 nChanged 102
Entering ConstructFrom: 
Score: -75578080.000000 Penalty: 39018.101562
Entering ConstructFrom: 
Trying to split cluster 1 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -231664.984375 Penalty: 1238.284912
	Iteration 0F: 2 clusters Score -231665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -229603.531250 Penalty: 2476.569824
	Iteration 0F: 3 clusters Score -229603.5 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -230085.796875 Penalty: 2476.569824
	Iteration 1F: 3 clusters Score -230085.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -230230.609375 Penalty: 2476.569824
	Iteration 2F: 3 clusters Score -230230.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -230327.296875 Penalty: 2476.569824
	Iteration 3F: 3 clusters Score -230327.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -230384.281250 Penalty: 2476.569824
	Iteration 4Q: 3 clusters Score -230384.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -230415.500000 Penalty: 2476.569824
	Iteration 5Q: 3 clusters Score -230415.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -230449.562500 Penalty: 2476.569824
	Iteration 6Q: 3 clusters Score -230449.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -230485.515625 Penalty: 2476.569824
	Iteration 7Q: 3 clusters Score -230485.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -230515.984375 Penalty: 2476.569824
	Iteration 8Q: 3 clusters Score -230516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -230541.906250 Penalty: 2476.569824
	Iteration 9Q: 3 clusters Score -230541.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -230554.734375 Penalty: 2476.569824
	Iteration 10Q: 3 clusters Score -230554.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -230564.437500 Penalty: 2476.569824
	Iteration 11Q: 3 clusters Score -230564.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -230575.656250 Penalty: 2476.569824
	Iteration 12Q: 3 clusters Score -230575.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -230588.015625 Penalty: 2476.569824
	Iteration 13Q: 3 clusters Score -230588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -230600.781250 Penalty: 2476.569824
	Iteration 14Q: 3 clusters Score -230600.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -230609.359375 Penalty: 2476.569824
	Iteration 15Q: 3 clusters Score -230609.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -230626.250000 Penalty: 2476.569824
	Iteration 16Q: 3 clusters Score -230626.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -230634.828125 Penalty: 2476.569824
	Iteration 17Q: 3 clusters Score -230634.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -230644.500000 Penalty: 2476.569824
	Iteration 18Q: 3 clusters Score -230644.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -230653.546875 Penalty: 2476.569824
	Iteration 19Q: 3 clusters Score -230653.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -230666.781250 Penalty: 2476.569824
	Iteration 20F: 3 clusters Score -230666.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -230717.453125 Penalty: 2476.569824
	Iteration 21Q: 3 clusters Score -230717.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -230742.984375 Penalty: 2476.569824
	Iteration 22Q: 3 clusters Score -230743 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -230777.109375 Penalty: 2476.569824
	Iteration 23Q: 3 clusters Score -230777.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -230820.171875 Penalty: 2476.569824
	Iteration 24Q: 3 clusters Score -230820.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -230871.500000 Penalty: 2476.569824
	Iteration 25Q: 3 clusters Score -230871.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -230936.656250 Penalty: 2476.569824
	Iteration 26Q: 3 clusters Score -230936.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -231008.671875 Penalty: 2476.569824
	Iteration 27Q: 3 clusters Score -231008.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -231103.484375 Penalty: 2476.569824
	Iteration 28Q: 3 clusters Score -231103.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -231221.609375 Penalty: 2476.569824
	Iteration 29Q: 3 clusters Score -231221.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -231311.765625 Penalty: 2476.569824
	Iteration 30Q: 3 clusters Score -231311.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -231371.296875 Penalty: 2476.569824
	Iteration 31Q: 3 clusters Score -231371.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -231409.593750 Penalty: 2476.569824
	Iteration 32Q: 3 clusters Score -231409.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -231444.687500 Penalty: 2476.569824
	Iteration 33Q: 3 clusters Score -231444.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -231462.953125 Penalty: 2476.569824
	Iteration 34Q: 3 clusters Score -231463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -231472.109375 Penalty: 2476.569824
	Iteration 35Q: 3 clusters Score -231472.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -231479.718750 Penalty: 2476.569824
	Iteration 36Q: 3 clusters Score -231479.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -231483.250000 Penalty: 2476.569824
	Iteration 37Q: 3 clusters Score -231483.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -231487.093750 Penalty: 2476.569824
	Iteration 38Q: 3 clusters Score -231487.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -231487.500000 Penalty: 2476.569824
	Iteration 39Q: 3 clusters Score -231487.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -231495.281250 Penalty: 2476.569824
	Iteration 40F: 3 clusters Score -231495.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -231507.890625 Penalty: 2476.569824
	Iteration 41Q: 3 clusters Score -231507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -231508.093750 Penalty: 2476.569824
	Iteration 42Q: 3 clusters Score -231508.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -231508.093750 Penalty: 2476.569824
	Iteration 43F: 3 clusters Score -231508.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (58702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Entering Unmasked Estep 
Score: -7308563.000000 Penalty: 1784.287231
	Iteration 0F: 2 clusters Score -7308563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -7269373.000000 Penalty: 3568.574463
	Iteration 0F: 3 clusters Score -7269373 nChanged 27903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -7285170.000000 Penalty: 3568.574463
	Iteration 1F: 3 clusters Score -7285170 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -7285734.500000 Penalty: 3568.574463
	Iteration 2Q: 3 clusters Score -7285734 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -7286541.000000 Penalty: 3568.574463
	Iteration 3Q: 3 clusters Score -7286541 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -7287569.000000 Penalty: 3568.574463
	Iteration 4Q: 3 clusters Score -7287569 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -7289177.000000 Penalty: 3568.574463
	Iteration 5Q: 3 clusters Score -7289177 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -7291437.500000 Penalty: 3568.574463
	Iteration 6F: 3 clusters Score -7291438 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -7294643.500000 Penalty: 3568.574463
	Iteration 7F: 3 clusters Score -7294644 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -7297622.500000 Penalty: 3568.574463
	Iteration 8F: 3 clusters Score -7297622 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -7299396.000000 Penalty: 3568.574463
	Iteration 9F: 3 clusters Score -7299396 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -7300043.000000 Penalty: 3568.574463
	Iteration 10Q: 3 clusters Score -7300043 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -7300382.000000 Penalty: 3568.574463
	Iteration 11Q: 3 clusters Score -7300382 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -7300603.000000 Penalty: 3568.574463
	Iteration 12Q: 3 clusters Score -7300603 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -7300801.000000 Penalty: 3568.574463
	Iteration 13Q: 3 clusters Score -7300801 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -7301033.000000 Penalty: 3568.574463
	Iteration 14Q: 3 clusters Score -7301033 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -7301227.500000 Penalty: 3568.574463
	Iteration 15Q: 3 clusters Score -7301228 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -7301390.500000 Penalty: 3568.574463
	Iteration 16Q: 3 clusters Score -7301390 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -7301632.500000 Penalty: 3568.574463
	Iteration 17Q: 3 clusters Score -7301632 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -7301784.500000 Penalty: 3568.574463
	Iteration 18Q: 3 clusters Score -7301784 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -7302019.000000 Penalty: 3568.574463
	Iteration 19Q: 3 clusters Score -7302019 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -7302169.000000 Penalty: 3568.574463
	Iteration 20F: 3 clusters Score -7302169 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -7302313.500000 Penalty: 3568.574463
	Iteration 21Q: 3 clusters Score -7302314 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -7302430.500000 Penalty: 3568.574463
	Iteration 22Q: 3 clusters Score -7302430 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -7302585.000000 Penalty: 3568.574463
	Iteration 23Q: 3 clusters Score -7302585 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -7302712.000000 Penalty: 3568.574463
	Iteration 24Q: 3 clusters Score -7302712 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -7302870.500000 Penalty: 3568.574463
	Iteration 25Q: 3 clusters Score -7302870 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -7303069.500000 Penalty: 3568.574463
	Iteration 26Q: 3 clusters Score -7303070 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -7303330.500000 Penalty: 3568.574463
	Iteration 27Q: 3 clusters Score -7303330 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -7303533.000000 Penalty: 3568.574463
	Iteration 28Q: 3 clusters Score -7303533 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -7303723.500000 Penalty: 3568.574463
	Iteration 29Q: 3 clusters Score -7303724 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -7303905.500000 Penalty: 3568.574463
	Iteration 30Q: 3 clusters Score -7303906 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -7304163.500000 Penalty: 3568.574463
	Iteration 31Q: 3 clusters Score -7304164 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -7304379.000000 Penalty: 3568.574463
	Iteration 32Q: 3 clusters Score -7304379 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -7304543.000000 Penalty: 3568.574463
	Iteration 33Q: 3 clusters Score -7304543 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -7304786.000000 Penalty: 3568.574463
	Iteration 34Q: 3 clusters Score -7304786 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -7304998.000000 Penalty: 3568.574463
	Iteration 35Q: 3 clusters Score -7304998 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -7305256.000000 Penalty: 3568.574463
	Iteration 36Q: 3 clusters Score -7305256 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -7305458.000000 Penalty: 3568.574463
	Iteration 37Q: 3 clusters Score -7305458 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -7305661.500000 Penalty: 3568.574463
	Iteration 38Q: 3 clusters Score -7305662 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -7305833.000000 Penalty: 3568.574463
	Iteration 39Q: 3 clusters Score -7305833 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -7305975.000000 Penalty: 3568.574463
	Iteration 40F: 3 clusters Score -7305975 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -7306160.000000 Penalty: 3568.574463
	Iteration 41Q: 3 clusters Score -7306160 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -7306263.000000 Penalty: 3568.574463
	Iteration 42Q: 3 clusters Score -7306263 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -7306390.000000 Penalty: 3568.574463
	Iteration 43Q: 3 clusters Score -7306390 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -7306491.000000 Penalty: 3568.574463
	Iteration 44Q: 3 clusters Score -7306491 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -7306592.000000 Penalty: 3568.574463
	Iteration 45Q: 3 clusters Score -7306592 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55692 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -7306679.000000 Penalty: 3568.574463
	Iteration 46Q: 3 clusters Score -7306679 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -7306744.500000 Penalty: 3568.574463
	Iteration 47Q: 3 clusters Score -7306744 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -7306800.500000 Penalty: 3568.574463
	Iteration 48Q: 3 clusters Score -7306800 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -7306855.500000 Penalty: 3568.574463
	Iteration 49Q: 3 clusters Score -7306856 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -7306907.500000 Penalty: 3568.574463
	Iteration 50Q: 3 clusters Score -7306908 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -7306917.000000 Penalty: 3568.574463
	Iteration 51Q: 3 clusters Score -7306917 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7306956.000000 Penalty: 3568.574463
	Iteration 52Q: 3 clusters Score -7306956 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7306993.500000 Penalty: 3568.574463
	Iteration 53Q: 3 clusters Score -7306994 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7307010.500000 Penalty: 3568.574463
	Iteration 54Q: 3 clusters Score -7307010 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57165 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7307049.000000 Penalty: 3568.574463
	Iteration 55Q: 3 clusters Score -7307049 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7307081.500000 Penalty: 3568.574463
	Iteration 56Q: 3 clusters Score -7307082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -7307081.500000 Penalty: 3568.574463
	Iteration 57Q: 3 clusters Score -7307082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57304 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -7307078.000000 Penalty: 3568.574463
	Iteration 58Q: 3 clusters Score -7307078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57332 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -7307093.000000 Penalty: 3568.574463
	Iteration 59Q: 3 clusters Score -7307093 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7307088.500000 Penalty: 3568.574463
	Iteration 60F: 3 clusters Score -7307088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7307102.500000 Penalty: 3568.574463
	Iteration 61Q: 3 clusters Score -7307102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7307105.000000 Penalty: 3568.574463
	Iteration 62Q: 3 clusters Score -7307105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7307114.500000 Penalty: 3568.574463
	Iteration 63Q: 3 clusters Score -7307114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57480 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7307118.500000 Penalty: 3568.574463
	Iteration 64Q: 3 clusters Score -7307118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7307122.500000 Penalty: 3568.574463
	Iteration 65Q: 3 clusters Score -7307122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7307140.500000 Penalty: 3568.574463
	Iteration 66Q: 3 clusters Score -7307140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7307133.500000 Penalty: 3568.574463
	Iteration 67Q: 3 clusters Score -7307134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7307137.500000 Penalty: 3568.574463
	Iteration 68Q: 3 clusters Score -7307138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -7307142.000000 Penalty: 3568.574463
	Iteration 69Q: 3 clusters Score -7307142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7307146.500000 Penalty: 3568.574463
	Iteration 70Q: 3 clusters Score -7307146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57613 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7307162.500000 Penalty: 3568.574463
	Iteration 71Q: 3 clusters Score -7307162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7307169.500000 Penalty: 3568.574463
	Iteration 72Q: 3 clusters Score -7307170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7307178.000000 Penalty: 3568.574463
	Iteration 73Q: 3 clusters Score -7307178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7307172.000000 Penalty: 3568.574463
	Iteration 74Q: 3 clusters Score -7307172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7307185.000000 Penalty: 3568.574463
	Iteration 75Q: 3 clusters Score -7307185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7307182.500000 Penalty: 3568.574463
	Iteration 76Q: 3 clusters Score -7307182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7307189.000000 Penalty: 3568.574463
	Iteration 77Q: 3 clusters Score -7307189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7307197.000000 Penalty: 3568.574463
	Iteration 78Q: 3 clusters Score -7307197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57732 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7307188.500000 Penalty: 3568.574463
	Iteration 79Q: 3 clusters Score -7307188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7307190.500000 Penalty: 3568.574463
	Iteration 80F: 3 clusters Score -7307190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7307194.000000 Penalty: 3568.574463
	Iteration 81Q: 3 clusters Score -7307194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7307201.500000 Penalty: 3568.574463
	Iteration 82Q: 3 clusters Score -7307202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7307205.500000 Penalty: 3568.574463
	Iteration 83Q: 3 clusters Score -7307206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7307206.000000 Penalty: 3568.574463
	Iteration 84Q: 3 clusters Score -7307206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7307204.500000 Penalty: 3568.574463
	Iteration 85Q: 3 clusters Score -7307204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7307197.500000 Penalty: 3568.574463
	Iteration 86Q: 3 clusters Score -7307198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7307196.500000 Penalty: 3568.574463
	Iteration 87Q: 3 clusters Score -7307196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7307196.000000 Penalty: 3568.574463
	Iteration 88Q: 3 clusters Score -7307196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7307196.000000 Penalty: 3568.574463
	Iteration 89F: 3 clusters Score -7307196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Entering Unmasked Estep 
Score: -7525496.500000 Penalty: 1788.931763
	Iteration 0F: 2 clusters Score -7525496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -7485336.000000 Penalty: 3577.863525
	Iteration 0F: 3 clusters Score -7485336 nChanged 28617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -7501744.500000 Penalty: 3577.863525
	Iteration 1F: 3 clusters Score -7501744 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -7502332.000000 Penalty: 3577.863525
	Iteration 2Q: 3 clusters Score -7502332 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -7503030.500000 Penalty: 3577.863525
	Iteration 3Q: 3 clusters Score -7503030 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -7503936.000000 Penalty: 3577.863525
	Iteration 4Q: 3 clusters Score -7503936 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -7505418.000000 Penalty: 3577.863525
	Iteration 5Q: 3 clusters Score -7505418 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -7508115.500000 Penalty: 3577.863525
	Iteration 6F: 3 clusters Score -7508116 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -7512287.500000 Penalty: 3577.863525
	Iteration 7F: 3 clusters Score -7512288 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -7517173.500000 Penalty: 3577.863525
	Iteration 8F: 3 clusters Score -7517174 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -7521054.500000 Penalty: 3577.863525
	Iteration 9F: 3 clusters Score -7521054 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7522933.500000 Penalty: 3577.863525
	Iteration 10Q: 3 clusters Score -7522934 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59957 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7523587.000000 Penalty: 3577.863525
	Iteration 11Q: 3 clusters Score -7523587 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7523818.000000 Penalty: 3577.863525
	Iteration 12Q: 3 clusters Score -7523818 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7523896.000000 Penalty: 3577.863525
	Iteration 13Q: 3 clusters Score -7523896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60228 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7523931.500000 Penalty: 3577.863525
	Iteration 14Q: 3 clusters Score -7523932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7523943.500000 Penalty: 3577.863525
	Iteration 15Q: 3 clusters Score -7523944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -7523957.500000 Penalty: 3577.863525
	Iteration 16Q: 3 clusters Score -7523958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7523968.000000 Penalty: 3577.863525
	Iteration 17Q: 3 clusters Score -7523968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60244 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7523970.500000 Penalty: 3577.863525
	Iteration 18Q: 3 clusters Score -7523970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60246 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -7523975.500000 Penalty: 3577.863525
	Iteration 19Q: 3 clusters Score -7523976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7523992.000000 Penalty: 3577.863525
	Iteration 20F: 3 clusters Score -7523992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7523997.500000 Penalty: 3577.863525
	Iteration 21Q: 3 clusters Score -7523998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7524000.000000 Penalty: 3577.863525
	Iteration 22Q: 3 clusters Score -7524000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7524000.000000 Penalty: 3577.863525
	Iteration 23F: 3 clusters Score -7524000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Entering Unmasked Estep 
Score: -5704330.000000 Penalty: 1744.321411
	Iteration 0F: 2 clusters Score -5704330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -5673458.500000 Penalty: 3488.642822
	Iteration 0F: 3 clusters Score -5673458 nChanged 21540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -5685463.500000 Penalty: 3488.642822
	Iteration 1F: 3 clusters Score -5685464 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -5685980.000000 Penalty: 3488.642822
	Iteration 2Q: 3 clusters Score -5685980 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -5686614.500000 Penalty: 3488.642822
	Iteration 3Q: 3 clusters Score -5686614 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -5687636.500000 Penalty: 3488.642822
	Iteration 4Q: 3 clusters Score -5687636 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -5689290.000000 Penalty: 3488.642822
	Iteration 5F: 3 clusters Score -5689290 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -5691899.000000 Penalty: 3488.642822
	Iteration 6F: 3 clusters Score -5691899 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -5695340.000000 Penalty: 3488.642822
	Iteration 7F: 3 clusters Score -5695340 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -5698538.500000 Penalty: 3488.642822
	Iteration 8F: 3 clusters Score -5698538 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -5700464.500000 Penalty: 3488.642822
	Iteration 9Q: 3 clusters Score -5700464 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -5701301.500000 Penalty: 3488.642822
	Iteration 10Q: 3 clusters Score -5701302 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -5701730.000000 Penalty: 3488.642822
	Iteration 11Q: 3 clusters Score -5701730 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -5701952.500000 Penalty: 3488.642822
	Iteration 12Q: 3 clusters Score -5701952 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -5702136.000000 Penalty: 3488.642822
	Iteration 13Q: 3 clusters Score -5702136 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -5702301.500000 Penalty: 3488.642822
	Iteration 14Q: 3 clusters Score -5702302 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -5702428.000000 Penalty: 3488.642822
	Iteration 15Q: 3 clusters Score -5702428 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -5702516.500000 Penalty: 3488.642822
	Iteration 16Q: 3 clusters Score -5702516 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -5702577.500000 Penalty: 3488.642822
	Iteration 17Q: 3 clusters Score -5702578 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -5702659.500000 Penalty: 3488.642822
	Iteration 18Q: 3 clusters Score -5702660 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -5702751.000000 Penalty: 3488.642822
	Iteration 19Q: 3 clusters Score -5702751 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -5702811.500000 Penalty: 3488.642822
	Iteration 20F: 3 clusters Score -5702812 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -5702897.000000 Penalty: 3488.642822
	Iteration 21Q: 3 clusters Score -5702897 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -5702967.500000 Penalty: 3488.642822
	Iteration 22Q: 3 clusters Score -5702968 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -5702996.500000 Penalty: 3488.642822
	Iteration 23Q: 3 clusters Score -5702996 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -5703028.000000 Penalty: 3488.642822
	Iteration 24Q: 3 clusters Score -5703028 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -5703061.000000 Penalty: 3488.642822
	Iteration 25Q: 3 clusters Score -5703061 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -5703090.000000 Penalty: 3488.642822
	Iteration 26Q: 3 clusters Score -5703090 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -5703119.000000 Penalty: 3488.642822
	Iteration 27Q: 3 clusters Score -5703119 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -5703163.500000 Penalty: 3488.642822
	Iteration 28Q: 3 clusters Score -5703164 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -5703194.500000 Penalty: 3488.642822
	Iteration 29Q: 3 clusters Score -5703194 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -5703209.000000 Penalty: 3488.642822
	Iteration 30Q: 3 clusters Score -5703209 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -5703224.000000 Penalty: 3488.642822
	Iteration 31Q: 3 clusters Score -5703224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -5703222.500000 Penalty: 3488.642822
	Iteration 32Q: 3 clusters Score -5703222 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -5703229.000000 Penalty: 3488.642822
	Iteration 33Q: 3 clusters Score -5703229 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -5703246.500000 Penalty: 3488.642822
	Iteration 34Q: 3 clusters Score -5703246 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -5703264.500000 Penalty: 3488.642822
	Iteration 35Q: 3 clusters Score -5703264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -5703254.000000 Penalty: 3488.642822
	Iteration 36Q: 3 clusters Score -5703254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -5703248.500000 Penalty: 3488.642822
	Iteration 37Q: 3 clusters Score -5703248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -5703257.000000 Penalty: 3488.642822
	Iteration 38Q: 3 clusters Score -5703257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -5703266.500000 Penalty: 3488.642822
	Iteration 39Q: 3 clusters Score -5703266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -5703271.500000 Penalty: 3488.642822
	Iteration 40F: 3 clusters Score -5703272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -5703281.000000 Penalty: 3488.642822
	Iteration 41Q: 3 clusters Score -5703281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -5703291.000000 Penalty: 3488.642822
	Iteration 42Q: 3 clusters Score -5703291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -5703294.000000 Penalty: 3488.642822
	Iteration 43Q: 3 clusters Score -5703294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -5703298.000000 Penalty: 3488.642822
	Iteration 44Q: 3 clusters Score -5703298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -5703287.500000 Penalty: 3488.642822
	Iteration 45Q: 3 clusters Score -5703288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -5703280.500000 Penalty: 3488.642822
	Iteration 46Q: 3 clusters Score -5703280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -5703280.000000 Penalty: 3488.642822
	Iteration 47Q: 3 clusters Score -5703280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -5703287.500000 Penalty: 3488.642822
	Iteration 48Q: 3 clusters Score -5703288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -5703287.500000 Penalty: 3488.642822
	Iteration 49Q: 3 clusters Score -5703288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -5703288.500000 Penalty: 3488.642822
	Iteration 50Q: 3 clusters Score -5703288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -5703285.000000 Penalty: 3488.642822
	Iteration 51Q: 3 clusters Score -5703285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -5703291.500000 Penalty: 3488.642822
	Iteration 52Q: 3 clusters Score -5703292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -5703292.000000 Penalty: 3488.642822
	Iteration 53Q: 3 clusters Score -5703292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -5703303.000000 Penalty: 3488.642822
	Iteration 54Q: 3 clusters Score -5703303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -5703308.500000 Penalty: 3488.642822
	Iteration 55Q: 3 clusters Score -5703308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -5703315.500000 Penalty: 3488.642822
	Iteration 56Q: 3 clusters Score -5703316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -5703323.000000 Penalty: 3488.642822
	Iteration 57Q: 3 clusters Score -5703323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -5703321.000000 Penalty: 3488.642822
	Iteration 58Q: 3 clusters Score -5703321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -5703322.000000 Penalty: 3488.642822
	Iteration 59Q: 3 clusters Score -5703322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -5703324.500000 Penalty: 3488.642822
	Iteration 60F: 3 clusters Score -5703324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -5703326.000000 Penalty: 3488.642822
	Iteration 61Q: 3 clusters Score -5703326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -5703324.000000 Penalty: 3488.642822
	Iteration 62Q: 3 clusters Score -5703324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -5703331.500000 Penalty: 3488.642822
	Iteration 63Q: 3 clusters Score -5703332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -5703331.500000 Penalty: 3488.642822
	Iteration 64Q: 3 clusters Score -5703332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -5703334.000000 Penalty: 3488.642822
	Iteration 65Q: 3 clusters Score -5703334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -5703337.500000 Penalty: 3488.642822
	Iteration 66Q: 3 clusters Score -5703338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -5703340.000000 Penalty: 3488.642822
	Iteration 67Q: 3 clusters Score -5703340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -5703340.500000 Penalty: 3488.642822
	Iteration 68Q: 3 clusters Score -5703340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -5703337.500000 Penalty: 3488.642822
	Iteration 69Q: 3 clusters Score -5703338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -5703342.500000 Penalty: 3488.642822
	Iteration 70Q: 3 clusters Score -5703342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -5703337.500000 Penalty: 3488.642822
	Iteration 71Q: 3 clusters Score -5703338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -5703337.500000 Penalty: 3488.642822
	Iteration 72F: 3 clusters Score -5703338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Entering Unmasked Estep 
Score: -5257835.500000 Penalty: 1730.953613
	Iteration 0F: 2 clusters Score -5257836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -5229442.000000 Penalty: 3461.907227
	Iteration 0F: 3 clusters Score -5229442 nChanged 19858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -5240470.500000 Penalty: 3461.907227
	Iteration 1F: 3 clusters Score -5240470 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -5240823.000000 Penalty: 3461.907227
	Iteration 2Q: 3 clusters Score -5240823 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -5241256.500000 Penalty: 3461.907227
	Iteration 3Q: 3 clusters Score -5241256 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -5241669.500000 Penalty: 3461.907227
	Iteration 4Q: 3 clusters Score -5241670 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -5242298.500000 Penalty: 3461.907227
	Iteration 5Q: 3 clusters Score -5242298 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -5243154.500000 Penalty: 3461.907227
	Iteration 6Q: 3 clusters Score -5243154 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -5244556.500000 Penalty: 3461.907227
	Iteration 7F: 3 clusters Score -5244556 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -5246488.500000 Penalty: 3461.907227
	Iteration 8F: 3 clusters Score -5246488 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -5248725.500000 Penalty: 3461.907227
	Iteration 9F: 3 clusters Score -5248726 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -5250346.500000 Penalty: 3461.907227
	Iteration 10F: 3 clusters Score -5250346 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -5251160.500000 Penalty: 3461.907227
	Iteration 11Q: 3 clusters Score -5251160 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -5251595.500000 Penalty: 3461.907227
	Iteration 12Q: 3 clusters Score -5251596 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -5251997.500000 Penalty: 3461.907227
	Iteration 13Q: 3 clusters Score -5251998 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -5252310.500000 Penalty: 3461.907227
	Iteration 14Q: 3 clusters Score -5252310 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -5252600.500000 Penalty: 3461.907227
	Iteration 15Q: 3 clusters Score -5252600 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -5252863.000000 Penalty: 3461.907227
	Iteration 16Q: 3 clusters Score -5252863 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -5253195.000000 Penalty: 3461.907227
	Iteration 17Q: 3 clusters Score -5253195 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -5253505.500000 Penalty: 3461.907227
	Iteration 18Q: 3 clusters Score -5253506 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -5253791.500000 Penalty: 3461.907227
	Iteration 19Q: 3 clusters Score -5253792 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -5254056.500000 Penalty: 3461.907227
	Iteration 20F: 3 clusters Score -5254056 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -5254304.500000 Penalty: 3461.907227
	Iteration 21Q: 3 clusters Score -5254304 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -5254554.000000 Penalty: 3461.907227
	Iteration 22Q: 3 clusters Score -5254554 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -5254772.000000 Penalty: 3461.907227
	Iteration 23Q: 3 clusters Score -5254772 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -5254996.000000 Penalty: 3461.907227
	Iteration 24Q: 3 clusters Score -5254996 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -5255181.000000 Penalty: 3461.907227
	Iteration 25Q: 3 clusters Score -5255181 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -5255378.000000 Penalty: 3461.907227
	Iteration 26Q: 3 clusters Score -5255378 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -5255609.000000 Penalty: 3461.907227
	Iteration 27Q: 3 clusters Score -5255609 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -5255746.000000 Penalty: 3461.907227
	Iteration 28Q: 3 clusters Score -5255746 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -5255894.000000 Penalty: 3461.907227
	Iteration 29Q: 3 clusters Score -5255894 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -5256014.000000 Penalty: 3461.907227
	Iteration 30Q: 3 clusters Score -5256014 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -5256142.000000 Penalty: 3461.907227
	Iteration 31Q: 3 clusters Score -5256142 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -5256228.500000 Penalty: 3461.907227
	Iteration 32Q: 3 clusters Score -5256228 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -5256285.000000 Penalty: 3461.907227
	Iteration 33Q: 3 clusters Score -5256285 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -5256364.500000 Penalty: 3461.907227
	Iteration 34Q: 3 clusters Score -5256364 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -5256382.000000 Penalty: 3461.907227
	Iteration 35Q: 3 clusters Score -5256382 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -5256419.000000 Penalty: 3461.907227
	Iteration 36Q: 3 clusters Score -5256419 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -5256425.500000 Penalty: 3461.907227
	Iteration 37Q: 3 clusters Score -5256426 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -5256450.500000 Penalty: 3461.907227
	Iteration 38Q: 3 clusters Score -5256450 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -5256467.000000 Penalty: 3461.907227
	Iteration 39Q: 3 clusters Score -5256467 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -5256493.500000 Penalty: 3461.907227
	Iteration 40F: 3 clusters Score -5256494 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -5256508.500000 Penalty: 3461.907227
	Iteration 41Q: 3 clusters Score -5256508 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -5256528.500000 Penalty: 3461.907227
	Iteration 42Q: 3 clusters Score -5256528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -5256540.000000 Penalty: 3461.907227
	Iteration 43Q: 3 clusters Score -5256540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -5256541.000000 Penalty: 3461.907227
	Iteration 44Q: 3 clusters Score -5256541 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -5256545.500000 Penalty: 3461.907227
	Iteration 45Q: 3 clusters Score -5256546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -5256555.000000 Penalty: 3461.907227
	Iteration 46Q: 3 clusters Score -5256555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -5256561.500000 Penalty: 3461.907227
	Iteration 47Q: 3 clusters Score -5256562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -5256559.500000 Penalty: 3461.907227
	Iteration 48Q: 3 clusters Score -5256560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -5256577.000000 Penalty: 3461.907227
	Iteration 49Q: 3 clusters Score -5256577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -5256588.000000 Penalty: 3461.907227
	Iteration 50Q: 3 clusters Score -5256588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -5256592.000000 Penalty: 3461.907227
	Iteration 51Q: 3 clusters Score -5256592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -5256600.000000 Penalty: 3461.907227
	Iteration 52Q: 3 clusters Score -5256600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -5256603.000000 Penalty: 3461.907227
	Iteration 53Q: 3 clusters Score -5256603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -5256610.000000 Penalty: 3461.907227
	Iteration 54Q: 3 clusters Score -5256610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -5256610.000000 Penalty: 3461.907227
	Iteration 55Q: 3 clusters Score -5256610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -5256610.000000 Penalty: 3461.907227
	Iteration 56Q: 3 clusters Score -5256610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -5256616.000000 Penalty: 3461.907227
	Iteration 57Q: 3 clusters Score -5256616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -5256630.500000 Penalty: 3461.907227
	Iteration 58Q: 3 clusters Score -5256630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -5256632.000000 Penalty: 3461.907227
	Iteration 59Q: 3 clusters Score -5256632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -5256634.500000 Penalty: 3461.907227
	Iteration 60F: 3 clusters Score -5256634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -5256642.000000 Penalty: 3461.907227
	Iteration 61Q: 3 clusters Score -5256642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5256644.500000 Penalty: 3461.907227
	Iteration 62Q: 3 clusters Score -5256644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -5256649.000000 Penalty: 3461.907227
	Iteration 63Q: 3 clusters Score -5256649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -5256646.500000 Penalty: 3461.907227
	Iteration 64Q: 3 clusters Score -5256646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -5256645.500000 Penalty: 3461.907227
	Iteration 65Q: 3 clusters Score -5256646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -5256651.000000 Penalty: 3461.907227
	Iteration 66Q: 3 clusters Score -5256651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -5256651.000000 Penalty: 3461.907227
	Iteration 67Q: 3 clusters Score -5256651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -5256652.000000 Penalty: 3461.907227
	Iteration 68Q: 3 clusters Score -5256652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -5256656.500000 Penalty: 3461.907227
	Iteration 69Q: 3 clusters Score -5256656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -5256657.000000 Penalty: 3461.907227
	Iteration 70Q: 3 clusters Score -5256657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -5256655.000000 Penalty: 3461.907227
	Iteration 71Q: 3 clusters Score -5256655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -5256657.500000 Penalty: 3461.907227
	Iteration 72Q: 3 clusters Score -5256658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -5256657.500000 Penalty: 3461.907227
	Iteration 73F: 3 clusters Score -5256658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Entering Unmasked Estep 
Score: -5626730.500000 Penalty: 1742.054077
	Iteration 0F: 2 clusters Score -5626730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -5596426.000000 Penalty: 3484.108154
	Iteration 0F: 3 clusters Score -5596426 nChanged 21194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -5608398.500000 Penalty: 3484.108154
	Iteration 1F: 3 clusters Score -5608398 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -5608855.000000 Penalty: 3484.108154
	Iteration 2Q: 3 clusters Score -5608855 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -5609348.500000 Penalty: 3484.108154
	Iteration 3Q: 3 clusters Score -5609348 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -5609869.500000 Penalty: 3484.108154
	Iteration 4Q: 3 clusters Score -5609870 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -5610599.500000 Penalty: 3484.108154
	Iteration 5Q: 3 clusters Score -5610600 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -5611597.500000 Penalty: 3484.108154
	Iteration 6Q: 3 clusters Score -5611598 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -5613091.000000 Penalty: 3484.108154
	Iteration 7F: 3 clusters Score -5613091 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -5615003.000000 Penalty: 3484.108154
	Iteration 8F: 3 clusters Score -5615003 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -5616935.000000 Penalty: 3484.108154
	Iteration 9F: 3 clusters Score -5616935 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -5618429.000000 Penalty: 3484.108154
	Iteration 10F: 3 clusters Score -5618429 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -5619287.000000 Penalty: 3484.108154
	Iteration 11Q: 3 clusters Score -5619287 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -5619748.500000 Penalty: 3484.108154
	Iteration 12Q: 3 clusters Score -5619748 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -5619984.500000 Penalty: 3484.108154
	Iteration 13Q: 3 clusters Score -5619984 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -5620176.000000 Penalty: 3484.108154
	Iteration 14Q: 3 clusters Score -5620176 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -5620316.500000 Penalty: 3484.108154
	Iteration 15Q: 3 clusters Score -5620316 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -5620469.000000 Penalty: 3484.108154
	Iteration 16Q: 3 clusters Score -5620469 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -5620544.500000 Penalty: 3484.108154
	Iteration 17Q: 3 clusters Score -5620544 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -5620632.500000 Penalty: 3484.108154
	Iteration 18Q: 3 clusters Score -5620632 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -5620709.000000 Penalty: 3484.108154
	Iteration 19Q: 3 clusters Score -5620709 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -5620763.000000 Penalty: 3484.108154
	Iteration 20F: 3 clusters Score -5620763 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -5620836.000000 Penalty: 3484.108154
	Iteration 21Q: 3 clusters Score -5620836 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -5620896.500000 Penalty: 3484.108154
	Iteration 22Q: 3 clusters Score -5620896 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -5620918.500000 Penalty: 3484.108154
	Iteration 23Q: 3 clusters Score -5620918 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -5620941.500000 Penalty: 3484.108154
	Iteration 24Q: 3 clusters Score -5620942 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -5620970.500000 Penalty: 3484.108154
	Iteration 25Q: 3 clusters Score -5620970 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -5620993.000000 Penalty: 3484.108154
	Iteration 26Q: 3 clusters Score -5620993 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -5621041.000000 Penalty: 3484.108154
	Iteration 27Q: 3 clusters Score -5621041 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -5621072.000000 Penalty: 3484.108154
	Iteration 28Q: 3 clusters Score -5621072 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -5621102.000000 Penalty: 3484.108154
	Iteration 29Q: 3 clusters Score -5621102 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -5621112.500000 Penalty: 3484.108154
	Iteration 30Q: 3 clusters Score -5621112 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -5621105.000000 Penalty: 3484.108154
	Iteration 31Q: 3 clusters Score -5621105 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -5621120.000000 Penalty: 3484.108154
	Iteration 32Q: 3 clusters Score -5621120 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -5621128.000000 Penalty: 3484.108154
	Iteration 33Q: 3 clusters Score -5621128 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -5621139.500000 Penalty: 3484.108154
	Iteration 34Q: 3 clusters Score -5621140 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -5621162.500000 Penalty: 3484.108154
	Iteration 35Q: 3 clusters Score -5621162 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -5621173.500000 Penalty: 3484.108154
	Iteration 36Q: 3 clusters Score -5621174 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -5621205.500000 Penalty: 3484.108154
	Iteration 37Q: 3 clusters Score -5621206 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -5621218.500000 Penalty: 3484.108154
	Iteration 38Q: 3 clusters Score -5621218 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -5621237.000000 Penalty: 3484.108154
	Iteration 39Q: 3 clusters Score -5621237 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -5621249.500000 Penalty: 3484.108154
	Iteration 40F: 3 clusters Score -5621250 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -5621253.500000 Penalty: 3484.108154
	Iteration 41Q: 3 clusters Score -5621254 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -5621244.500000 Penalty: 3484.108154
	Iteration 42Q: 3 clusters Score -5621244 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -5621247.000000 Penalty: 3484.108154
	Iteration 43Q: 3 clusters Score -5621247 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -5621263.500000 Penalty: 3484.108154
	Iteration 44Q: 3 clusters Score -5621264 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -5621271.500000 Penalty: 3484.108154
	Iteration 45Q: 3 clusters Score -5621272 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -5621276.000000 Penalty: 3484.108154
	Iteration 46Q: 3 clusters Score -5621276 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -5621288.500000 Penalty: 3484.108154
	Iteration 47Q: 3 clusters Score -5621288 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -5621290.500000 Penalty: 3484.108154
	Iteration 48Q: 3 clusters Score -5621290 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -5621306.000000 Penalty: 3484.108154
	Iteration 49Q: 3 clusters Score -5621306 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -5621310.500000 Penalty: 3484.108154
	Iteration 50Q: 3 clusters Score -5621310 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -5621318.000000 Penalty: 3484.108154
	Iteration 51Q: 3 clusters Score -5621318 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -5621336.500000 Penalty: 3484.108154
	Iteration 52Q: 3 clusters Score -5621336 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -5621356.000000 Penalty: 3484.108154
	Iteration 53Q: 3 clusters Score -5621356 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -5621360.000000 Penalty: 3484.108154
	Iteration 54Q: 3 clusters Score -5621360 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -5621378.500000 Penalty: 3484.108154
	Iteration 55Q: 3 clusters Score -5621378 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -5621365.000000 Penalty: 3484.108154
	Iteration 56Q: 3 clusters Score -5621365 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -5621367.500000 Penalty: 3484.108154
	Iteration 57Q: 3 clusters Score -5621368 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -5621390.500000 Penalty: 3484.108154
	Iteration 58Q: 3 clusters Score -5621390 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -5621417.500000 Penalty: 3484.108154
	Iteration 59Q: 3 clusters Score -5621418 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -5621429.500000 Penalty: 3484.108154
	Iteration 60F: 3 clusters Score -5621430 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -5621436.000000 Penalty: 3484.108154
	Iteration 61Q: 3 clusters Score -5621436 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -5621485.500000 Penalty: 3484.108154
	Iteration 62Q: 3 clusters Score -5621486 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -5621488.500000 Penalty: 3484.108154
	Iteration 63Q: 3 clusters Score -5621488 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -5621530.000000 Penalty: 3484.108154
	Iteration 64Q: 3 clusters Score -5621530 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -5621541.500000 Penalty: 3484.108154
	Iteration 65Q: 3 clusters Score -5621542 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -5621565.000000 Penalty: 3484.108154
	Iteration 66Q: 3 clusters Score -5621565 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -5621611.000000 Penalty: 3484.108154
	Iteration 67Q: 3 clusters Score -5621611 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -5621655.000000 Penalty: 3484.108154
	Iteration 68Q: 3 clusters Score -5621655 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -5621705.000000 Penalty: 3484.108154
	Iteration 69Q: 3 clusters Score -5621705 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -5621727.500000 Penalty: 3484.108154
	Iteration 70Q: 3 clusters Score -5621728 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -5621787.500000 Penalty: 3484.108154
	Iteration 71Q: 3 clusters Score -5621788 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -5621825.000000 Penalty: 3484.108154
	Iteration 72Q: 3 clusters Score -5621825 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -5621880.000000 Penalty: 3484.108154
	Iteration 73Q: 3 clusters Score -5621880 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -5621922.500000 Penalty: 3484.108154
	Iteration 74Q: 3 clusters Score -5621922 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -5621956.500000 Penalty: 3484.108154
	Iteration 75Q: 3 clusters Score -5621956 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -5622000.500000 Penalty: 3484.108154
	Iteration 76Q: 3 clusters Score -5622000 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -5622109.500000 Penalty: 3484.108154
	Iteration 77Q: 3 clusters Score -5622110 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -5622194.000000 Penalty: 3484.108154
	Iteration 78Q: 3 clusters Score -5622194 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -5622268.000000 Penalty: 3484.108154
	Iteration 79Q: 3 clusters Score -5622268 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -5622353.000000 Penalty: 3484.108154
	Iteration 80F: 3 clusters Score -5622353 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -5622419.000000 Penalty: 3484.108154
	Iteration 81Q: 3 clusters Score -5622419 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -5622494.500000 Penalty: 3484.108154
	Iteration 82Q: 3 clusters Score -5622494 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -5622575.000000 Penalty: 3484.108154
	Iteration 83Q: 3 clusters Score -5622575 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -5622700.000000 Penalty: 3484.108154
	Iteration 84Q: 3 clusters Score -5622700 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -5622819.500000 Penalty: 3484.108154
	Iteration 85Q: 3 clusters Score -5622820 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -5622972.000000 Penalty: 3484.108154
	Iteration 86Q: 3 clusters Score -5622972 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -5623134.000000 Penalty: 3484.108154
	Iteration 87Q: 3 clusters Score -5623134 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -5623272.500000 Penalty: 3484.108154
	Iteration 88Q: 3 clusters Score -5623272 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -5623428.000000 Penalty: 3484.108154
	Iteration 89Q: 3 clusters Score -5623428 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -5623580.000000 Penalty: 3484.108154
	Iteration 90Q: 3 clusters Score -5623580 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -5623701.500000 Penalty: 3484.108154
	Iteration 91Q: 3 clusters Score -5623702 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -5623835.000000 Penalty: 3484.108154
	Iteration 92Q: 3 clusters Score -5623835 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -5623943.000000 Penalty: 3484.108154
	Iteration 93Q: 3 clusters Score -5623943 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -5624061.500000 Penalty: 3484.108154
	Iteration 94Q: 3 clusters Score -5624062 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -5624159.500000 Penalty: 3484.108154
	Iteration 95Q: 3 clusters Score -5624160 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -5624288.500000 Penalty: 3484.108154
	Iteration 96Q: 3 clusters Score -5624288 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -5624371.000000 Penalty: 3484.108154
	Iteration 97Q: 3 clusters Score -5624371 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -5624468.500000 Penalty: 3484.108154
	Iteration 98Q: 3 clusters Score -5624468 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -5624542.500000 Penalty: 3484.108154
	Iteration 99Q: 3 clusters Score -5624542 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -5624613.000000 Penalty: 3484.108154
	Iteration 100F: 3 clusters Score -5624613 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -5624670.000000 Penalty: 3484.108154
	Iteration 101Q: 3 clusters Score -5624670 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -5624725.000000 Penalty: 3484.108154
	Iteration 102Q: 3 clusters Score -5624725 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -5624775.500000 Penalty: 3484.108154
	Iteration 103Q: 3 clusters Score -5624776 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -5624819.500000 Penalty: 3484.108154
	Iteration 104Q: 3 clusters Score -5624820 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -5624870.500000 Penalty: 3484.108154
	Iteration 105Q: 3 clusters Score -5624870 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -5624919.000000 Penalty: 3484.108154
	Iteration 106Q: 3 clusters Score -5624919 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -5624946.000000 Penalty: 3484.108154
	Iteration 107Q: 3 clusters Score -5624946 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -5624985.000000 Penalty: 3484.108154
	Iteration 108Q: 3 clusters Score -5624985 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -5625006.500000 Penalty: 3484.108154
	Iteration 109Q: 3 clusters Score -5625006 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -5625032.500000 Penalty: 3484.108154
	Iteration 110Q: 3 clusters Score -5625032 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -5625069.500000 Penalty: 3484.108154
	Iteration 111Q: 3 clusters Score -5625070 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -5625087.000000 Penalty: 3484.108154
	Iteration 112Q: 3 clusters Score -5625087 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -5625102.000000 Penalty: 3484.108154
	Iteration 113Q: 3 clusters Score -5625102 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -5625127.000000 Penalty: 3484.108154
	Iteration 114Q: 3 clusters Score -5625127 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -5625149.000000 Penalty: 3484.108154
	Iteration 115Q: 3 clusters Score -5625149 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -5625166.000000 Penalty: 3484.108154
	Iteration 116Q: 3 clusters Score -5625166 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -5625179.500000 Penalty: 3484.108154
	Iteration 117Q: 3 clusters Score -5625180 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -5625202.000000 Penalty: 3484.108154
	Iteration 118Q: 3 clusters Score -5625202 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -5625212.000000 Penalty: 3484.108154
	Iteration 119Q: 3 clusters Score -5625212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -5625228.000000 Penalty: 3484.108154
	Iteration 120F: 3 clusters Score -5625228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -5625247.500000 Penalty: 3484.108154
	Iteration 121Q: 3 clusters Score -5625248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -5625261.000000 Penalty: 3484.108154
	Iteration 122Q: 3 clusters Score -5625261 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -5625264.000000 Penalty: 3484.108154
	Iteration 123Q: 3 clusters Score -5625264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -5625271.500000 Penalty: 3484.108154
	Iteration 124Q: 3 clusters Score -5625272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -5625274.500000 Penalty: 3484.108154
	Iteration 125Q: 3 clusters Score -5625274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -5625296.000000 Penalty: 3484.108154
	Iteration 126Q: 3 clusters Score -5625296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -5625303.500000 Penalty: 3484.108154
	Iteration 127Q: 3 clusters Score -5625304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -5625309.500000 Penalty: 3484.108154
	Iteration 128Q: 3 clusters Score -5625310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -5625318.500000 Penalty: 3484.108154
	Iteration 129Q: 3 clusters Score -5625318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -5625325.000000 Penalty: 3484.108154
	Iteration 130Q: 3 clusters Score -5625325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -5625322.000000 Penalty: 3484.108154
	Iteration 131Q: 3 clusters Score -5625322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -5625329.000000 Penalty: 3484.108154
	Iteration 132Q: 3 clusters Score -5625329 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -5625328.500000 Penalty: 3484.108154
	Iteration 133Q: 3 clusters Score -5625328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -5625336.000000 Penalty: 3484.108154
	Iteration 134Q: 3 clusters Score -5625336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -5625342.500000 Penalty: 3484.108154
	Iteration 135Q: 3 clusters Score -5625342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -5625351.000000 Penalty: 3484.108154
	Iteration 136Q: 3 clusters Score -5625351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -5625346.500000 Penalty: 3484.108154
	Iteration 137Q: 3 clusters Score -5625346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -5625358.500000 Penalty: 3484.108154
	Iteration 138Q: 3 clusters Score -5625358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -5625366.000000 Penalty: 3484.108154
	Iteration 139Q: 3 clusters Score -5625366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -5625375.000000 Penalty: 3484.108154
	Iteration 140F: 3 clusters Score -5625375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -5625390.500000 Penalty: 3484.108154
	Iteration 141Q: 3 clusters Score -5625390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -5625382.000000 Penalty: 3484.108154
	Iteration 142Q: 3 clusters Score -5625382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -5625375.500000 Penalty: 3484.108154
	Iteration 143Q: 3 clusters Score -5625376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -5625375.000000 Penalty: 3484.108154
	Iteration 144Q: 3 clusters Score -5625375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -5625375.000000 Penalty: 3484.108154
	Iteration 145Q: 3 clusters Score -5625375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -5625375.500000 Penalty: 3484.108154
	Iteration 146Q: 3 clusters Score -5625376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -5625384.000000 Penalty: 3484.108154
	Iteration 147Q: 3 clusters Score -5625384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -5625393.500000 Penalty: 3484.108154
	Iteration 148Q: 3 clusters Score -5625394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -5625390.500000 Penalty: 3484.108154
	Iteration 149Q: 3 clusters Score -5625390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -5625391.000000 Penalty: 3484.108154
	Iteration 150Q: 3 clusters Score -5625391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -5625390.000000 Penalty: 3484.108154
	Iteration 151Q: 3 clusters Score -5625390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -5625401.000000 Penalty: 3484.108154
	Iteration 152Q: 3 clusters Score -5625401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -5625390.000000 Penalty: 3484.108154
	Iteration 153Q: 3 clusters Score -5625390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -5625399.500000 Penalty: 3484.108154
	Iteration 154Q: 3 clusters Score -5625400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -5625400.000000 Penalty: 3484.108154
	Iteration 155Q: 3 clusters Score -5625400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -5625403.500000 Penalty: 3484.108154
	Iteration 156Q: 3 clusters Score -5625404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -5625405.500000 Penalty: 3484.108154
	Iteration 157Q: 3 clusters Score -5625406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -5625400.000000 Penalty: 3484.108154
	Iteration 158Q: 3 clusters Score -5625400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -5625402.500000 Penalty: 3484.108154
	Iteration 159Q: 3 clusters Score -5625402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -5625400.000000 Penalty: 3484.108154
	Iteration 160F: 3 clusters Score -5625400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -5625402.500000 Penalty: 3484.108154
	Iteration 161Q: 3 clusters Score -5625402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -5625405.000000 Penalty: 3484.108154
	Iteration 162Q: 3 clusters Score -5625405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -5625406.000000 Penalty: 3484.108154
	Iteration 163Q: 3 clusters Score -5625406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -5625404.000000 Penalty: 3484.108154
	Iteration 164Q: 3 clusters Score -5625404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -5625399.000000 Penalty: 3484.108154
	Iteration 165Q: 3 clusters Score -5625399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -5625395.000000 Penalty: 3484.108154
	Iteration 166Q: 3 clusters Score -5625395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -5625392.000000 Penalty: 3484.108154
	Iteration 167Q: 3 clusters Score -5625392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -5625392.000000 Penalty: 3484.108154
	Iteration 168F: 3 clusters Score -5625392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Entering Unmasked Estep 
Score: -11131598.000000 Penalty: 1853.593872
	Iteration 0F: 2 clusters Score -1.11316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -11073955.000000 Penalty: 3707.187744
	Iteration 0F: 3 clusters Score -1.107396e+07 nChanged 42862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -11099274.000000 Penalty: 3707.187744
	Iteration 1F: 3 clusters Score -1.109927e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -11100480.000000 Penalty: 3707.187744
	Iteration 2Q: 3 clusters Score -1.110048e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -11102454.000000 Penalty: 3707.187744
	Iteration 3Q: 3 clusters Score -1.110245e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -11105262.000000 Penalty: 3707.187744
	Iteration 4F: 3 clusters Score -1.110526e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -11109740.000000 Penalty: 3707.187744
	Iteration 5F: 3 clusters Score -1.110974e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -11115363.000000 Penalty: 3707.187744
	Iteration 6F: 3 clusters Score -1.111536e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -11120196.000000 Penalty: 3707.187744
	Iteration 7F: 3 clusters Score -1.11202e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63641 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -11122543.000000 Penalty: 3707.187744
	Iteration 8Q: 3 clusters Score -1.112254e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -11123251.000000 Penalty: 3707.187744
	Iteration 9Q: 3 clusters Score -1.112325e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -11123728.000000 Penalty: 3707.187744
	Iteration 10Q: 3 clusters Score -1.112373e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66466 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -11124167.000000 Penalty: 3707.187744
	Iteration 11Q: 3 clusters Score -1.112417e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67271 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -11124449.000000 Penalty: 3707.187744
	Iteration 12Q: 3 clusters Score -1.112445e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -11124807.000000 Penalty: 3707.187744
	Iteration 13Q: 3 clusters Score -1.112481e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69005 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -11125237.000000 Penalty: 3707.187744
	Iteration 14Q: 3 clusters Score -1.112524e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69964 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -11125760.000000 Penalty: 3707.187744
	Iteration 15Q: 3 clusters Score -1.112576e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -11126205.000000 Penalty: 3707.187744
	Iteration 16Q: 3 clusters Score -1.11262e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -11126740.000000 Penalty: 3707.187744
	Iteration 17Q: 3 clusters Score -1.112674e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73603 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -11127172.000000 Penalty: 3707.187744
	Iteration 18Q: 3 clusters Score -1.112717e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -11127635.000000 Penalty: 3707.187744
	Iteration 19Q: 3 clusters Score -1.112764e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -11128096.000000 Penalty: 3707.187744
	Iteration 20F: 3 clusters Score -1.11281e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -11128478.000000 Penalty: 3707.187744
	Iteration 21Q: 3 clusters Score -1.112848e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79367 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -11128818.000000 Penalty: 3707.187744
	Iteration 22Q: 3 clusters Score -1.112882e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -11129246.000000 Penalty: 3707.187744
	Iteration 23Q: 3 clusters Score -1.112925e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -11129470.000000 Penalty: 3707.187744
	Iteration 24Q: 3 clusters Score -1.112947e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83672 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -11129708.000000 Penalty: 3707.187744
	Iteration 25Q: 3 clusters Score -1.112971e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -11129808.000000 Penalty: 3707.187744
	Iteration 26Q: 3 clusters Score -1.112981e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -11129908.000000 Penalty: 3707.187744
	Iteration 27Q: 3 clusters Score -1.112991e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86761 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -11130111.000000 Penalty: 3707.187744
	Iteration 28Q: 3 clusters Score -1.113011e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87415 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -11130218.000000 Penalty: 3707.187744
	Iteration 29Q: 3 clusters Score -1.113022e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87909 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -11130235.000000 Penalty: 3707.187744
	Iteration 30Q: 3 clusters Score -1.113024e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -11130298.000000 Penalty: 3707.187744
	Iteration 31Q: 3 clusters Score -1.11303e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88593 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -11130341.000000 Penalty: 3707.187744
	Iteration 32Q: 3 clusters Score -1.113034e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88778 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -11130362.000000 Penalty: 3707.187744
	Iteration 33Q: 3 clusters Score -1.113036e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88892 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11130353.000000 Penalty: 3707.187744
	Iteration 34Q: 3 clusters Score -1.113035e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88964 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -11130382.000000 Penalty: 3707.187744
	Iteration 35Q: 3 clusters Score -1.113038e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89027 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -11130369.000000 Penalty: 3707.187744
	Iteration 36Q: 3 clusters Score -1.113037e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89075 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11130356.000000 Penalty: 3707.187744
	Iteration 37Q: 3 clusters Score -1.113036e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89111 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11130389.000000 Penalty: 3707.187744
	Iteration 38Q: 3 clusters Score -1.113039e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -11130417.000000 Penalty: 3707.187744
	Iteration 39Q: 3 clusters Score -1.113042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89172 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11130415.000000 Penalty: 3707.187744
	Iteration 40F: 3 clusters Score -1.113042e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89208 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -11130424.000000 Penalty: 3707.187744
	Iteration 41Q: 3 clusters Score -1.113042e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89240 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -11130435.000000 Penalty: 3707.187744
	Iteration 42Q: 3 clusters Score -1.113044e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89263 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11130438.000000 Penalty: 3707.187744
	Iteration 43Q: 3 clusters Score -1.113044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89281 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11130433.000000 Penalty: 3707.187744
	Iteration 44Q: 3 clusters Score -1.113043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89296 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -11130432.000000 Penalty: 3707.187744
	Iteration 45Q: 3 clusters Score -1.113043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89310 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -11130449.000000 Penalty: 3707.187744
	Iteration 46Q: 3 clusters Score -1.113045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89316 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -11130447.000000 Penalty: 3707.187744
	Iteration 47Q: 3 clusters Score -1.113045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11130452.000000 Penalty: 3707.187744
	Iteration 48Q: 3 clusters Score -1.113045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11130452.000000 Penalty: 3707.187744
	Iteration 49F: 3 clusters Score -1.113045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Entering Unmasked Estep 
Score: -892685.312500 Penalty: 1449.171997
	Iteration 0F: 2 clusters Score -892685.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -887131.875000 Penalty: 2898.343994
	Iteration 0F: 3 clusters Score -887131.9 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -888773.937500 Penalty: 2898.343994
	Iteration 1F: 3 clusters Score -888773.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -888973.625000 Penalty: 2898.343994
	Iteration 2F: 3 clusters Score -888973.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -889108.125000 Penalty: 2898.343994
	Iteration 3Q: 3 clusters Score -889108.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -889207.375000 Penalty: 2898.343994
	Iteration 4Q: 3 clusters Score -889207.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -889271.375000 Penalty: 2898.343994
	Iteration 5Q: 3 clusters Score -889271.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -889323.125000 Penalty: 2898.343994
	Iteration 6Q: 3 clusters Score -889323.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -889367.875000 Penalty: 2898.343994
	Iteration 7Q: 3 clusters Score -889367.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -889421.187500 Penalty: 2898.343994
	Iteration 8Q: 3 clusters Score -889421.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -889485.437500 Penalty: 2898.343994
	Iteration 9Q: 3 clusters Score -889485.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -889571.437500 Penalty: 2898.343994
	Iteration 10Q: 3 clusters Score -889571.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -889674.562500 Penalty: 2898.343994
	Iteration 11Q: 3 clusters Score -889674.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -889793.250000 Penalty: 2898.343994
	Iteration 12Q: 3 clusters Score -889793.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -889937.062500 Penalty: 2898.343994
	Iteration 13Q: 3 clusters Score -889937.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -890145.125000 Penalty: 2898.343994
	Iteration 14Q: 3 clusters Score -890145.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -890389.937500 Penalty: 2898.343994
	Iteration 15Q: 3 clusters Score -890389.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -890634.625000 Penalty: 2898.343994
	Iteration 16Q: 3 clusters Score -890634.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -890861.500000 Penalty: 2898.343994
	Iteration 17Q: 3 clusters Score -890861.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -891032.625000 Penalty: 2898.343994
	Iteration 18Q: 3 clusters Score -891032.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -891178.500000 Penalty: 2898.343994
	Iteration 19Q: 3 clusters Score -891178.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -891257.812500 Penalty: 2898.343994
	Iteration 20F: 3 clusters Score -891257.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -891327.687500 Penalty: 2898.343994
	Iteration 21Q: 3 clusters Score -891327.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -891369.500000 Penalty: 2898.343994
	Iteration 22Q: 3 clusters Score -891369.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -891390.625000 Penalty: 2898.343994
	Iteration 23Q: 3 clusters Score -891390.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -891401.625000 Penalty: 2898.343994
	Iteration 24Q: 3 clusters Score -891401.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -891409.687500 Penalty: 2898.343994
	Iteration 25Q: 3 clusters Score -891409.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -891414.500000 Penalty: 2898.343994
	Iteration 26Q: 3 clusters Score -891414.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -891422.375000 Penalty: 2898.343994
	Iteration 27Q: 3 clusters Score -891422.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -891427.250000 Penalty: 2898.343994
	Iteration 28Q: 3 clusters Score -891427.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -891429.875000 Penalty: 2898.343994
	Iteration 29Q: 3 clusters Score -891429.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -891432.187500 Penalty: 2898.343994
	Iteration 30Q: 3 clusters Score -891432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -891432.250000 Penalty: 2898.343994
	Iteration 31Q: 3 clusters Score -891432.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -891432.250000 Penalty: 2898.343994
	Iteration 32F: 3 clusters Score -891432.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70658 members 
Entering Unmasked Estep 
Score: -8803056.000000 Penalty: 1814.411011
	Iteration 0F: 2 clusters Score -8803056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -8757068.000000 Penalty: 3628.822021
	Iteration 0F: 3 clusters Score -8757068 nChanged 33370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -8776915.000000 Penalty: 3628.822021
	Iteration 1F: 3 clusters Score -8776915 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -8778298.000000 Penalty: 3628.822021
	Iteration 2Q: 3 clusters Score -8778298 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -8780719.000000 Penalty: 3628.822021
	Iteration 3F: 3 clusters Score -8780719 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -8784663.000000 Penalty: 3628.822021
	Iteration 4F: 3 clusters Score -8784663 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -8789926.000000 Penalty: 3628.822021
	Iteration 5F: 3 clusters Score -8789926 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -8795152.000000 Penalty: 3628.822021
	Iteration 6F: 3 clusters Score -8795152 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 67467 members 
Entering Unmasked Estep 
Score: -8798769.000000 Penalty: 3628.822021
	Iteration 7F: 3 clusters Score -8798769 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 69248 members 
Entering Unmasked Estep 
Score: -8800432.000000 Penalty: 3628.822021
	Iteration 8Q: 3 clusters Score -8800432 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -8801008.000000 Penalty: 3628.822021
	Iteration 9Q: 3 clusters Score -8801008 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 70239 members 
Entering Unmasked Estep 
Score: -8801256.000000 Penalty: 3628.822021
	Iteration 10Q: 3 clusters Score -8801256 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 70325 members 
Entering Unmasked Estep 
Score: -8801364.000000 Penalty: 3628.822021
	Iteration 11Q: 3 clusters Score -8801364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
Score: -8801417.000000 Penalty: 3628.822021
	Iteration 12Q: 3 clusters Score -8801417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 70371 members 
Entering Unmasked Estep 
Score: -8801439.000000 Penalty: 3628.822021
	Iteration 13Q: 3 clusters Score -8801439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 70382 members 
Entering Unmasked Estep 
Score: -8801475.000000 Penalty: 3628.822021
	Iteration 14Q: 3 clusters Score -8801475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 70388 members 
Entering Unmasked Estep 
Score: -8801483.000000 Penalty: 3628.822021
	Iteration 15Q: 3 clusters Score -8801483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -8801487.000000 Penalty: 3628.822021
	Iteration 16Q: 3 clusters Score -8801487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -8801490.000000 Penalty: 3628.822021
	Iteration 17Q: 3 clusters Score -8801490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -8801499.000000 Penalty: 3628.822021
	Iteration 18Q: 3 clusters Score -8801499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -8801500.000000 Penalty: 3628.822021
	Iteration 19Q: 3 clusters Score -8801500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -8801494.000000 Penalty: 3628.822021
	Iteration 20F: 3 clusters Score -8801494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 70400 members 
Entering Unmasked Estep 
Score: -8801509.000000 Penalty: 3628.822021
	Iteration 21Q: 3 clusters Score -8801509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 70400 members 
Entering Unmasked Estep 
Score: -8801506.000000 Penalty: 3628.822021
	Iteration 22Q: 3 clusters Score -8801506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 70401 members 
Entering Unmasked Estep 
Score: -8801504.000000 Penalty: 3628.822021
	Iteration 23Q: 3 clusters Score -8801504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 70401 members 
Entering Unmasked Estep 
Score: -8801504.000000 Penalty: 3628.822021
	Iteration 24F: 3 clusters Score -8801504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79864 members 
Entering Unmasked Estep 
Score: -9922408.000000 Penalty: 1834.312988
	Iteration 0F: 2 clusters Score -9922408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -9870729.000000 Penalty: 3668.625977
	Iteration 0F: 3 clusters Score -9870729 nChanged 37943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -9892330.000000 Penalty: 3668.625977
	Iteration 1F: 3 clusters Score -9892330 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -9892830.000000 Penalty: 3668.625977
	Iteration 2Q: 3 clusters Score -9892830 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -9893396.000000 Penalty: 3668.625977
	Iteration 3Q: 3 clusters Score -9893396 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -9893786.000000 Penalty: 3668.625977
	Iteration 4Q: 3 clusters Score -9893786 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -9894250.000000 Penalty: 3668.625977
	Iteration 5Q: 3 clusters Score -9894250 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -9894743.000000 Penalty: 3668.625977
	Iteration 6Q: 3 clusters Score -9894743 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -9895296.000000 Penalty: 3668.625977
	Iteration 7Q: 3 clusters Score -9895296 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -9896153.000000 Penalty: 3668.625977
	Iteration 8Q: 3 clusters Score -9896153 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -9897329.000000 Penalty: 3668.625977
	Iteration 9Q: 3 clusters Score -9897329 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -9898963.000000 Penalty: 3668.625977
	Iteration 10Q: 3 clusters Score -9898963 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -9901386.000000 Penalty: 3668.625977
	Iteration 11F: 3 clusters Score -9901386 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -9904639.000000 Penalty: 3668.625977
	Iteration 12F: 3 clusters Score -9904639 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -9908264.000000 Penalty: 3668.625977
	Iteration 13F: 3 clusters Score -9908264 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -9911198.000000 Penalty: 3668.625977
	Iteration 14Q: 3 clusters Score -9911198 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -9912979.000000 Penalty: 3668.625977
	Iteration 15Q: 3 clusters Score -9912979 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -9913957.000000 Penalty: 3668.625977
	Iteration 16Q: 3 clusters Score -9913957 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -9914823.000000 Penalty: 3668.625977
	Iteration 17Q: 3 clusters Score -9914823 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -9915586.000000 Penalty: 3668.625977
	Iteration 18Q: 3 clusters Score -9915586 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 67415 members 
Entering Unmasked Estep 
Score: -9916230.000000 Penalty: 3668.625977
	Iteration 19Q: 3 clusters Score -9916230 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -9916734.000000 Penalty: 3668.625977
	Iteration 20F: 3 clusters Score -9916734 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -9917145.000000 Penalty: 3668.625977
	Iteration 21Q: 3 clusters Score -9917145 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 70772 members 
Entering Unmasked Estep 
Score: -9917568.000000 Penalty: 3668.625977
	Iteration 22Q: 3 clusters Score -9917568 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 71647 members 
Entering Unmasked Estep 
Score: -9917865.000000 Penalty: 3668.625977
	Iteration 23Q: 3 clusters Score -9917865 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
Score: -9918162.000000 Penalty: 3668.625977
	Iteration 24Q: 3 clusters Score -9918162 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -9918405.000000 Penalty: 3668.625977
	Iteration 25Q: 3 clusters Score -9918405 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 73855 members 
Entering Unmasked Estep 
Score: -9918637.000000 Penalty: 3668.625977
	Iteration 26Q: 3 clusters Score -9918637 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 74465 members 
Entering Unmasked Estep 
Score: -9918799.000000 Penalty: 3668.625977
	Iteration 27Q: 3 clusters Score -9918799 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -9918977.000000 Penalty: 3668.625977
	Iteration 28Q: 3 clusters Score -9918977 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 75559 members 
Entering Unmasked Estep 
Score: -9919114.000000 Penalty: 3668.625977
	Iteration 29Q: 3 clusters Score -9919114 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
Score: -9919271.000000 Penalty: 3668.625977
	Iteration 30Q: 3 clusters Score -9919271 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 76483 members 
Entering Unmasked Estep 
Score: -9919446.000000 Penalty: 3668.625977
	Iteration 31Q: 3 clusters Score -9919446 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 76902 members 
Entering Unmasked Estep 
Score: -9919685.000000 Penalty: 3668.625977
	Iteration 32Q: 3 clusters Score -9919685 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -9919862.000000 Penalty: 3668.625977
	Iteration 33Q: 3 clusters Score -9919862 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 77568 members 
Entering Unmasked Estep 
Score: -9919991.000000 Penalty: 3668.625977
	Iteration 34Q: 3 clusters Score -9919991 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -9920112.000000 Penalty: 3668.625977
	Iteration 35Q: 3 clusters Score -9920112 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 78064 members 
Entering Unmasked Estep 
Score: -9920240.000000 Penalty: 3668.625977
	Iteration 36Q: 3 clusters Score -9920240 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -9920337.000000 Penalty: 3668.625977
	Iteration 37Q: 3 clusters Score -9920337 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 78455 members 
Entering Unmasked Estep 
Score: -9920426.000000 Penalty: 3668.625977
	Iteration 38Q: 3 clusters Score -9920426 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 78585 members 
Entering Unmasked Estep 
Score: -9920478.000000 Penalty: 3668.625977
	Iteration 39Q: 3 clusters Score -9920478 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -9920520.000000 Penalty: 3668.625977
	Iteration 40F: 3 clusters Score -9920520 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 78794 members 
Entering Unmasked Estep 
Score: -9920572.000000 Penalty: 3668.625977
	Iteration 41Q: 3 clusters Score -9920572 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -9920621.000000 Penalty: 3668.625977
	Iteration 42Q: 3 clusters Score -9920621 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 78933 members 
Entering Unmasked Estep 
Score: -9920640.000000 Penalty: 3668.625977
	Iteration 43Q: 3 clusters Score -9920640 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -9920664.000000 Penalty: 3668.625977
	Iteration 44Q: 3 clusters Score -9920664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 79038 members 
Entering Unmasked Estep 
Score: -9920675.000000 Penalty: 3668.625977
	Iteration 45Q: 3 clusters Score -9920675 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 79081 members 
Entering Unmasked Estep 
Score: -9920715.000000 Penalty: 3668.625977
	Iteration 46Q: 3 clusters Score -9920715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -9920725.000000 Penalty: 3668.625977
	Iteration 47Q: 3 clusters Score -9920725 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 79153 members 
Entering Unmasked Estep 
Score: -9920747.000000 Penalty: 3668.625977
	Iteration 48Q: 3 clusters Score -9920747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 79177 members 
Entering Unmasked Estep 
Score: -9920753.000000 Penalty: 3668.625977
	Iteration 49Q: 3 clusters Score -9920753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -9920770.000000 Penalty: 3668.625977
	Iteration 50Q: 3 clusters Score -9920770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 79205 members 
Entering Unmasked Estep 
Score: -9920769.000000 Penalty: 3668.625977
	Iteration 51Q: 3 clusters Score -9920769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 79216 members 
Entering Unmasked Estep 
Score: -9920786.000000 Penalty: 3668.625977
	Iteration 52Q: 3 clusters Score -9920786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -9920792.000000 Penalty: 3668.625977
	Iteration 53Q: 3 clusters Score -9920792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 79228 members 
Entering Unmasked Estep 
Score: -9920788.000000 Penalty: 3668.625977
	Iteration 54Q: 3 clusters Score -9920788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 79234 members 
Entering Unmasked Estep 
Score: -9920797.000000 Penalty: 3668.625977
	Iteration 55Q: 3 clusters Score -9920797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 79236 members 
Entering Unmasked Estep 
Score: -9920796.000000 Penalty: 3668.625977
	Iteration 56Q: 3 clusters Score -9920796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -9920796.000000 Penalty: 3668.625977
	Iteration 57Q: 3 clusters Score -9920796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 79242 members 
Entering Unmasked Estep 
Score: -9920796.000000 Penalty: 3668.625977
	Iteration 58Q: 3 clusters Score -9920796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 79246 members 
Entering Unmasked Estep 
Score: -9920799.000000 Penalty: 3668.625977
	Iteration 59Q: 3 clusters Score -9920799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 79251 members 
Entering Unmasked Estep 
Score: -9920812.000000 Penalty: 3668.625977
	Iteration 60F: 3 clusters Score -9920812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 79256 members 
Entering Unmasked Estep 
Score: -9920812.000000 Penalty: 3668.625977
	Iteration 61Q: 3 clusters Score -9920812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 79256 members 
Entering Unmasked Estep 
Score: -9920819.000000 Penalty: 3668.625977
	Iteration 62Q: 3 clusters Score -9920819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 79255 members 
Entering Unmasked Estep 
Score: -9920820.000000 Penalty: 3668.625977
	Iteration 63Q: 3 clusters Score -9920820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 79258 members 
Entering Unmasked Estep 
Score: -9920818.000000 Penalty: 3668.625977
	Iteration 64Q: 3 clusters Score -9920818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -9920820.000000 Penalty: 3668.625977
	Iteration 65Q: 3 clusters Score -9920820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 79265 members 
Entering Unmasked Estep 
Score: -9920825.000000 Penalty: 3668.625977
	Iteration 66Q: 3 clusters Score -9920825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 79267 members 
Entering Unmasked Estep 
Score: -9920817.000000 Penalty: 3668.625977
	Iteration 67Q: 3 clusters Score -9920817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 79268 members 
Entering Unmasked Estep 
Score: -9920829.000000 Penalty: 3668.625977
	Iteration 68Q: 3 clusters Score -9920829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 79271 members 
Entering Unmasked Estep 
Score: -9920820.000000 Penalty: 3668.625977
	Iteration 69Q: 3 clusters Score -9920820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 79274 members 
Entering Unmasked Estep 
Score: -9920823.000000 Penalty: 3668.625977
	Iteration 70Q: 3 clusters Score -9920823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 79276 members 
Entering Unmasked Estep 
Score: -9920826.000000 Penalty: 3668.625977
	Iteration 71Q: 3 clusters Score -9920826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 79280 members 
Entering Unmasked Estep 
Score: -9920833.000000 Penalty: 3668.625977
	Iteration 72Q: 3 clusters Score -9920833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 79285 members 
Entering Unmasked Estep 
Score: -9920835.000000 Penalty: 3668.625977
	Iteration 73Q: 3 clusters Score -9920835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 79290 members 
Entering Unmasked Estep 
Score: -9920840.000000 Penalty: 3668.625977
	Iteration 74Q: 3 clusters Score -9920840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 79296 members 
Entering Unmasked Estep 
Score: -9920846.000000 Penalty: 3668.625977
	Iteration 75Q: 3 clusters Score -9920846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 79297 members 
Entering Unmasked Estep 
Score: -9920832.000000 Penalty: 3668.625977
	Iteration 76Q: 3 clusters Score -9920832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 79297 members 
Entering Unmasked Estep 
Score: -9920836.000000 Penalty: 3668.625977
	Iteration 77Q: 3 clusters Score -9920836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -9920842.000000 Penalty: 3668.625977
	Iteration 78Q: 3 clusters Score -9920842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -9920841.000000 Penalty: 3668.625977
	Iteration 79Q: 3 clusters Score -9920841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -9920841.000000 Penalty: 3668.625977
	Iteration 80F: 3 clusters Score -9920841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Entering Unmasked Estep 
Score: -556698.437500 Penalty: 1367.175415
	Iteration 0F: 2 clusters Score -556698.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -553047.375000 Penalty: 2734.350830
	Iteration 0F: 3 clusters Score -553047.4 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -554098.562500 Penalty: 2734.350830
	Iteration 1F: 3 clusters Score -554098.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -554306.312500 Penalty: 2734.350830
	Iteration 2F: 3 clusters Score -554306.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -554404.875000 Penalty: 2734.350830
	Iteration 3F: 3 clusters Score -554404.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -554472.437500 Penalty: 2734.350830
	Iteration 4Q: 3 clusters Score -554472.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -554535.562500 Penalty: 2734.350830
	Iteration 5Q: 3 clusters Score -554535.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -554597.750000 Penalty: 2734.350830
	Iteration 6Q: 3 clusters Score -554597.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -554651.312500 Penalty: 2734.350830
	Iteration 7Q: 3 clusters Score -554651.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -554688.437500 Penalty: 2734.350830
	Iteration 8Q: 3 clusters Score -554688.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -554726.812500 Penalty: 2734.350830
	Iteration 9Q: 3 clusters Score -554726.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -554769.875000 Penalty: 2734.350830
	Iteration 10Q: 3 clusters Score -554769.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -554815.312500 Penalty: 2734.350830
	Iteration 11Q: 3 clusters Score -554815.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -554875.437500 Penalty: 2734.350830
	Iteration 12Q: 3 clusters Score -554875.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -554931.062500 Penalty: 2734.350830
	Iteration 13Q: 3 clusters Score -554931.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -554980.062500 Penalty: 2734.350830
	Iteration 14Q: 3 clusters Score -554980.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -555032.000000 Penalty: 2734.350830
	Iteration 15Q: 3 clusters Score -555032 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -555072.250000 Penalty: 2734.350830
	Iteration 16Q: 3 clusters Score -555072.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -555100.125000 Penalty: 2734.350830
	Iteration 17Q: 3 clusters Score -555100.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -555118.937500 Penalty: 2734.350830
	Iteration 18Q: 3 clusters Score -555118.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -555130.562500 Penalty: 2734.350830
	Iteration 19Q: 3 clusters Score -555130.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -555139.500000 Penalty: 2734.350830
	Iteration 20F: 3 clusters Score -555139.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -555148.625000 Penalty: 2734.350830
	Iteration 21Q: 3 clusters Score -555148.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -555157.937500 Penalty: 2734.350830
	Iteration 22Q: 3 clusters Score -555157.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -555169.375000 Penalty: 2734.350830
	Iteration 23Q: 3 clusters Score -555169.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -555180.437500 Penalty: 2734.350830
	Iteration 24Q: 3 clusters Score -555180.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -555189.625000 Penalty: 2734.350830
	Iteration 25Q: 3 clusters Score -555189.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -555199.125000 Penalty: 2734.350830
	Iteration 26Q: 3 clusters Score -555199.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -555213.312500 Penalty: 2734.350830
	Iteration 27Q: 3 clusters Score -555213.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -555227.062500 Penalty: 2734.350830
	Iteration 28Q: 3 clusters Score -555227.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -555241.937500 Penalty: 2734.350830
	Iteration 29Q: 3 clusters Score -555241.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -555256.250000 Penalty: 2734.350830
	Iteration 30Q: 3 clusters Score -555256.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -555266.125000 Penalty: 2734.350830
	Iteration 31Q: 3 clusters Score -555266.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -555276.250000 Penalty: 2734.350830
	Iteration 32Q: 3 clusters Score -555276.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -555283.187500 Penalty: 2734.350830
	Iteration 33Q: 3 clusters Score -555283.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -555294.000000 Penalty: 2734.350830
	Iteration 34Q: 3 clusters Score -555294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -555300.562500 Penalty: 2734.350830
	Iteration 35Q: 3 clusters Score -555300.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -555305.000000 Penalty: 2734.350830
	Iteration 36Q: 3 clusters Score -555305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -555309.937500 Penalty: 2734.350830
	Iteration 37Q: 3 clusters Score -555309.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -555312.062500 Penalty: 2734.350830
	Iteration 38Q: 3 clusters Score -555312.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -555312.750000 Penalty: 2734.350830
	Iteration 39Q: 3 clusters Score -555312.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -555312.562500 Penalty: 2734.350830
	Iteration 40F: 3 clusters Score -555312.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -555313.562500 Penalty: 2734.350830
	Iteration 41Q: 3 clusters Score -555313.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -555314.500000 Penalty: 2734.350830
	Iteration 42Q: 3 clusters Score -555314.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -555315.187500 Penalty: 2734.350830
	Iteration 43Q: 3 clusters Score -555315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -555315.000000 Penalty: 2734.350830
	Iteration 44Q: 3 clusters Score -555315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -555315.000000 Penalty: 2734.350830
	Iteration 45F: 3 clusters Score -555315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -338948.406250 Penalty: 1283.793213
	Iteration 0F: 2 clusters Score -338948.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -336435.750000 Penalty: 2567.586426
	Iteration 0F: 3 clusters Score -336435.8 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -336950.218750 Penalty: 2567.586426
	Iteration 1F: 3 clusters Score -336950.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -337076.718750 Penalty: 2567.586426
	Iteration 2F: 3 clusters Score -337076.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -337139.687500 Penalty: 2567.586426
	Iteration 3Q: 3 clusters Score -337139.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -337181.281250 Penalty: 2567.586426
	Iteration 4Q: 3 clusters Score -337181.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -337214.875000 Penalty: 2567.586426
	Iteration 5Q: 3 clusters Score -337214.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -337231.750000 Penalty: 2567.586426
	Iteration 6Q: 3 clusters Score -337231.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -337247.031250 Penalty: 2567.586426
	Iteration 7Q: 3 clusters Score -337247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -337257.718750 Penalty: 2567.586426
	Iteration 8Q: 3 clusters Score -337257.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -337266.437500 Penalty: 2567.586426
	Iteration 9Q: 3 clusters Score -337266.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -337274.437500 Penalty: 2567.586426
	Iteration 10Q: 3 clusters Score -337274.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -337284.687500 Penalty: 2567.586426
	Iteration 11Q: 3 clusters Score -337284.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -337293.093750 Penalty: 2567.586426
	Iteration 12Q: 3 clusters Score -337293.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -337303.562500 Penalty: 2567.586426
	Iteration 13Q: 3 clusters Score -337303.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -337308.375000 Penalty: 2567.586426
	Iteration 14Q: 3 clusters Score -337308.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -337312.468750 Penalty: 2567.586426
	Iteration 15Q: 3 clusters Score -337312.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -337316.187500 Penalty: 2567.586426
	Iteration 16Q: 3 clusters Score -337316.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -337322.781250 Penalty: 2567.586426
	Iteration 17Q: 3 clusters Score -337322.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -337327.406250 Penalty: 2567.586426
	Iteration 18Q: 3 clusters Score -337327.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -337328.500000 Penalty: 2567.586426
	Iteration 19Q: 3 clusters Score -337328.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -337330.125000 Penalty: 2567.586426
	Iteration 20F: 3 clusters Score -337330.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -337331.125000 Penalty: 2567.586426
	Iteration 21Q: 3 clusters Score -337331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -337331.343750 Penalty: 2567.586426
	Iteration 22Q: 3 clusters Score -337331.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -337331.843750 Penalty: 2567.586426
	Iteration 23Q: 3 clusters Score -337331.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -337331.843750 Penalty: 2567.586426
	Iteration 24F: 3 clusters Score -337331.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -96364.460938 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -96364.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95077.656250 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -95077.66 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -95272.039062 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -95272.04 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95322.445312 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -95322.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95352.523438 Penalty: 2167.174072
	Iteration 3Q: 3 clusters Score -95352.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95365.007812 Penalty: 2167.174072
	Iteration 4Q: 3 clusters Score -95365.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95369.343750 Penalty: 2167.174072
	Iteration 5Q: 3 clusters Score -95369.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -95375.828125 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -95375.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95382.625000 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -95382.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95384.828125 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -95384.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95386.234375 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -95386.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95386.960938 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -95386.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95387.898438 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -95387.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95387.898438 Penalty: 2167.174072
	Iteration 12F: 3 clusters Score -95387.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56104.304688 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56104.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55148.324219 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55148.32 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -55259.910156 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55259.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -55288.437500 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55288.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -55298.015625 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55298.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -55305.453125 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55305.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -55308.523438 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55308.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -55308.523438 Penalty: 1890.561035
	Iteration 6F: 3 clusters Score -55308.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Entering Unmasked Estep 
Score: -2810626.750000 Penalty: 1633.329956
	Iteration 0F: 2 clusters Score -2810627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2794932.500000 Penalty: 3266.659912
	Iteration 0F: 3 clusters Score -2794932 nChanged 10490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2800570.500000 Penalty: 3266.659912
	Iteration 1F: 3 clusters Score -2800570 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2800814.500000 Penalty: 3266.659912
	Iteration 2Q: 3 clusters Score -2800814 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2801017.250000 Penalty: 3266.659912
	Iteration 3Q: 3 clusters Score -2801017 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2801189.250000 Penalty: 3266.659912
	Iteration 4Q: 3 clusters Score -2801189 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2801389.500000 Penalty: 3266.659912
	Iteration 5Q: 3 clusters Score -2801390 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2801697.000000 Penalty: 3266.659912
	Iteration 6Q: 3 clusters Score -2801697 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2802140.000000 Penalty: 3266.659912
	Iteration 7Q: 3 clusters Score -2802140 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2802886.750000 Penalty: 3266.659912
	Iteration 8F: 3 clusters Score -2802887 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2804000.250000 Penalty: 3266.659912
	Iteration 9F: 3 clusters Score -2804000 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2805463.750000 Penalty: 3266.659912
	Iteration 10F: 3 clusters Score -2805464 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2806954.750000 Penalty: 3266.659912
	Iteration 11F: 3 clusters Score -2806955 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2808088.000000 Penalty: 3266.659912
	Iteration 12F: 3 clusters Score -2808088 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -2808725.500000 Penalty: 3266.659912
	Iteration 13Q: 3 clusters Score -2808726 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -2809001.750000 Penalty: 3266.659912
	Iteration 14Q: 3 clusters Score -2809002 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2809107.000000 Penalty: 3266.659912
	Iteration 15Q: 3 clusters Score -2809107 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -2809158.500000 Penalty: 3266.659912
	Iteration 16Q: 3 clusters Score -2809158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -2809193.000000 Penalty: 3266.659912
	Iteration 17Q: 3 clusters Score -2809193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -2809230.500000 Penalty: 3266.659912
	Iteration 18Q: 3 clusters Score -2809230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -2809256.250000 Penalty: 3266.659912
	Iteration 19Q: 3 clusters Score -2809256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -2809260.500000 Penalty: 3266.659912
	Iteration 20F: 3 clusters Score -2809260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -2809263.250000 Penalty: 3266.659912
	Iteration 21Q: 3 clusters Score -2809263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2809263.750000 Penalty: 3266.659912
	Iteration 22Q: 3 clusters Score -2809264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2809263.750000 Penalty: 3266.659912
	Iteration 23F: 3 clusters Score -2809264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (80378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80378 members 
Entering Unmasked Estep 
Score: -9951942.000000 Penalty: 1835.355591
	Iteration 0F: 2 clusters Score -9951942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -9899855.000000 Penalty: 3670.711182
	Iteration 0F: 3 clusters Score -9899855 nChanged 38137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -9921784.000000 Penalty: 3670.711182
	Iteration 1F: 3 clusters Score -9921784 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -9922509.000000 Penalty: 3670.711182
	Iteration 2Q: 3 clusters Score -9922509 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -9923577.000000 Penalty: 3670.711182
	Iteration 3Q: 3 clusters Score -9923577 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -9925320.000000 Penalty: 3670.711182
	Iteration 4Q: 3 clusters Score -9925320 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -9928306.000000 Penalty: 3670.711182
	Iteration 5F: 3 clusters Score -9928306 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -9932778.000000 Penalty: 3670.711182
	Iteration 6F: 3 clusters Score -9932778 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -9938255.000000 Penalty: 3670.711182
	Iteration 7F: 3 clusters Score -9938255 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9942990 nChanged 3590
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9946076 nChanged 2281
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Mstep: Class 1 contains 70046 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9947548 nChanged 1494
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Mstep: Class 1 contains 71382 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9948374 nChanged 1185
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Mstep: Class 1 contains 72523 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9949036 nChanged 961
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Mstep: Class 1 contains 73456 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9949611 nChanged 774
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Mstep: Class 1 contains 74196 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9949929 nChanged 618
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Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9950191 nChanged 535
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Mstep: Class 1 contains 75281 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9950290 nChanged 455
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Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9950373 nChanged 370
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Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9950476 nChanged 318
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Mstep: Class 1 contains 76356 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9950588 nChanged 258
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Mstep: Class 1 contains 76606 members 
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9950598 nChanged 212
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Mstep: Class 1 contains 76812 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9950619 nChanged 173
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Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9950617 nChanged 161
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Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9950604 nChanged 139
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Mstep: Class 1 contains 77261 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9950628 nChanged 122
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Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9950633 nChanged 113
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Mstep: Class 1 contains 77484 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9950635 nChanged 100
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Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9950641 nChanged 102
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Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9950627 nChanged 102
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Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9950626 nChanged 111
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Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9950627 nChanged 85
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Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9950597 nChanged 93
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Mstep: Class 1 contains 78067 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9950586 nChanged 84
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Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9950593 nChanged 76
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Mstep: Class 1 contains 78223 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9950569 nChanged 67
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Mstep: Class 1 contains 78288 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9950551 nChanged 63
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Mstep: Class 1 contains 78347 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9950530 nChanged 56
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Mstep: Class 1 contains 78401 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9950538 nChanged 52
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9950551 nChanged 39
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9950570 nChanged 34
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Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9950568 nChanged 29
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9950563 nChanged 31
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9950565 nChanged 34
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9950562 nChanged 31
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9950566 nChanged 32
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9950560 nChanged 24
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9950558 nChanged 21
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9950571 nChanged 25
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	Iteration 48Q: 3 clusters Score -9950563 nChanged 24
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9950567 nChanged 22
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9950566 nChanged 18
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Mstep: Class 1 contains 78809 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9950564 nChanged 20
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	Iteration 52Q: 3 clusters Score -9950556 nChanged 21
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	Iteration 53Q: 3 clusters Score -9950555 nChanged 19
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	Iteration 54Q: 3 clusters Score -9950563 nChanged 27
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	Iteration 55Q: 3 clusters Score -9950566 nChanged 16
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	Iteration 56Q: 3 clusters Score -9950565 nChanged 17
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	Iteration 57Q: 3 clusters Score -9950551 nChanged 22
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	Iteration 58Q: 3 clusters Score -9950552 nChanged 27
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	Iteration 59Q: 3 clusters Score -9950565 nChanged 23
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9950550 nChanged 25
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9950581 nChanged 20
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	Iteration 62Q: 3 clusters Score -9950562 nChanged 21
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9950564 nChanged 18
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	Iteration 64Q: 3 clusters Score -9950581 nChanged 24
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	Iteration 65Q: 3 clusters Score -9950589 nChanged 17
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	Iteration 66Q: 3 clusters Score -9950597 nChanged 14
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	Iteration 67Q: 3 clusters Score -9950596 nChanged 16
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	Iteration 68Q: 3 clusters Score -9950606 nChanged 15
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	Iteration 69Q: 3 clusters Score -9950595 nChanged 15
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	Iteration 70Q: 3 clusters Score -9950599 nChanged 6
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	Iteration 71Q: 3 clusters Score -9950602 nChanged 4
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	Iteration 72Q: 3 clusters Score -9950598 nChanged 6
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	Iteration 73Q: 3 clusters Score -9950599 nChanged 6
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	Iteration 74Q: 3 clusters Score -9950602 nChanged 5
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	Iteration 75Q: 3 clusters Score -9950604 nChanged 5
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	Iteration 76Q: 3 clusters Score -9950602 nChanged 3
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	Iteration 77Q: 3 clusters Score -9950601 nChanged 2
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	Iteration 78Q: 3 clusters Score -9950605 nChanged 2
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	Iteration 79Q: 3 clusters Score -9950604 nChanged 1
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	Iteration 80F: 3 clusters Score -9950597 nChanged 4
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	Iteration 81Q: 3 clusters Score -9950599 nChanged 3
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	Iteration 82Q: 3 clusters Score -9950609 nChanged 5
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	Iteration 83Q: 3 clusters Score -9950599 nChanged 4
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	Iteration 84Q: 3 clusters Score -9950599 nChanged 4
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	Iteration 85Q: 3 clusters Score -9950593 nChanged 7
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	Iteration 86Q: 3 clusters Score -9950591 nChanged 5
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	Iteration 87Q: 3 clusters Score -9950591 nChanged 9
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	Iteration 88Q: 3 clusters Score -9950595 nChanged 8
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	Iteration 89Q: 3 clusters Score -9950593 nChanged 6
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	Iteration 90Q: 3 clusters Score -9950595 nChanged 6
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	Iteration 91Q: 3 clusters Score -9950595 nChanged 15
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	Iteration 92Q: 3 clusters Score -9950609 nChanged 13
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	Iteration 93Q: 3 clusters Score -9950595 nChanged 9
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	Iteration 94Q: 3 clusters Score -9950592 nChanged 5
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	Iteration 95Q: 3 clusters Score -9950590 nChanged 3
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	Iteration 96Q: 3 clusters Score -9950594 nChanged 7
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	Iteration 97Q: 3 clusters Score -9950581 nChanged 7
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	Iteration 98Q: 3 clusters Score -9950596 nChanged 3
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	Iteration 99Q: 3 clusters Score -9950595 nChanged 5
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	Iteration 100F: 3 clusters Score -9950597 nChanged 7
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	Iteration 101Q: 3 clusters Score -9950599 nChanged 9
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Entering Unmasked Estep 
Score: -9950585.000000 Penalty: 3670.711182
	Iteration 102Q: 3 clusters Score -9950585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79367 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9950596.000000 Penalty: 3670.711182
	Iteration 103Q: 3 clusters Score -9950596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79387 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9950581.000000 Penalty: 3670.711182
	Iteration 104Q: 3 clusters Score -9950581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9950589.000000 Penalty: 3670.711182
	Iteration 105Q: 3 clusters Score -9950589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79418 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9950582.000000 Penalty: 3670.711182
	Iteration 106Q: 3 clusters Score -9950582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79432 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9950584.000000 Penalty: 3670.711182
	Iteration 107Q: 3 clusters Score -9950584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9950600.000000 Penalty: 3670.711182
	Iteration 108Q: 3 clusters Score -9950600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79467 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -9950598.000000 Penalty: 3670.711182
	Iteration 109Q: 3 clusters Score -9950598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79484 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9950589.000000 Penalty: 3670.711182
	Iteration 110Q: 3 clusters Score -9950589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79504 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9950586.000000 Penalty: 3670.711182
	Iteration 111Q: 3 clusters Score -9950586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79518 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9950580.000000 Penalty: 3670.711182
	Iteration 112Q: 3 clusters Score -9950580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79533 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -9950576.000000 Penalty: 3670.711182
	Iteration 113Q: 3 clusters Score -9950576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79548 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9950578.000000 Penalty: 3670.711182
	Iteration 114Q: 3 clusters Score -9950578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9950579.000000 Penalty: 3670.711182
	Iteration 115Q: 3 clusters Score -9950579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -9950576.000000 Penalty: 3670.711182
	Iteration 116Q: 3 clusters Score -9950576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79573 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9950575.000000 Penalty: 3670.711182
	Iteration 117Q: 3 clusters Score -9950575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9950580.000000 Penalty: 3670.711182
	Iteration 118Q: 3 clusters Score -9950580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79597 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9950575.000000 Penalty: 3670.711182
	Iteration 119Q: 3 clusters Score -9950575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9950571.000000 Penalty: 3670.711182
	Iteration 120F: 3 clusters Score -9950571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79608 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9950574.000000 Penalty: 3670.711182
	Iteration 121Q: 3 clusters Score -9950574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9950572.000000 Penalty: 3670.711182
	Iteration 122Q: 3 clusters Score -9950572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -9950568.000000 Penalty: 3670.711182
	Iteration 123Q: 3 clusters Score -9950568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9950573.000000 Penalty: 3670.711182
	Iteration 124Q: 3 clusters Score -9950573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9950573.000000 Penalty: 3670.711182
	Iteration 125F: 3 clusters Score -9950573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Entering Unmasked Estep 
Score: -296871.187500 Penalty: 1264.841553
	Iteration 0F: 2 clusters Score -296871.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -294490.156250 Penalty: 2529.683105
	Iteration 0F: 3 clusters Score -294490.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -295039.656250 Penalty: 2529.683105
	Iteration 1F: 3 clusters Score -295039.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -295167.375000 Penalty: 2529.683105
	Iteration 2F: 3 clusters Score -295167.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -295245.062500 Penalty: 2529.683105
	Iteration 3F: 3 clusters Score -295245.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -295291.718750 Penalty: 2529.683105
	Iteration 4Q: 3 clusters Score -295291.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -295330.031250 Penalty: 2529.683105
	Iteration 5Q: 3 clusters Score -295330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -295362.156250 Penalty: 2529.683105
	Iteration 6Q: 3 clusters Score -295362.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -295388.312500 Penalty: 2529.683105
	Iteration 7Q: 3 clusters Score -295388.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -295401.250000 Penalty: 2529.683105
	Iteration 8Q: 3 clusters Score -295401.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -295408.250000 Penalty: 2529.683105
	Iteration 9Q: 3 clusters Score -295408.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -295414.812500 Penalty: 2529.683105
	Iteration 10Q: 3 clusters Score -295414.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -295418.812500 Penalty: 2529.683105
	Iteration 11Q: 3 clusters Score -295418.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -295422.406250 Penalty: 2529.683105
	Iteration 12Q: 3 clusters Score -295422.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -295422.718750 Penalty: 2529.683105
	Iteration 13Q: 3 clusters Score -295422.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -295423.125000 Penalty: 2529.683105
	Iteration 14Q: 3 clusters Score -295423.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -295423.000000 Penalty: 2529.683105
	Iteration 15Q: 3 clusters Score -295423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -295423.000000 Penalty: 2529.683105
	Iteration 16F: 3 clusters Score -295423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Entering Unmasked Estep 
Score: -565248.375000 Penalty: 1365.508423
	Iteration 0F: 2 clusters Score -565248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -561569.625000 Penalty: 2731.016846
	Iteration 0F: 3 clusters Score -561569.6 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -562533.625000 Penalty: 2731.016846
	Iteration 1F: 3 clusters Score -562533.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -562691.562500 Penalty: 2731.016846
	Iteration 2F: 3 clusters Score -562691.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -562783.500000 Penalty: 2731.016846
	Iteration 3Q: 3 clusters Score -562783.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -562839.875000 Penalty: 2731.016846
	Iteration 4Q: 3 clusters Score -562839.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -562883.687500 Penalty: 2731.016846
	Iteration 5Q: 3 clusters Score -562883.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -562925.312500 Penalty: 2731.016846
	Iteration 6Q: 3 clusters Score -562925.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -562966.937500 Penalty: 2731.016846
	Iteration 7Q: 3 clusters Score -562966.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -562998.125000 Penalty: 2731.016846
	Iteration 8Q: 3 clusters Score -562998.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -563028.250000 Penalty: 2731.016846
	Iteration 9Q: 3 clusters Score -563028.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -563054.812500 Penalty: 2731.016846
	Iteration 10Q: 3 clusters Score -563054.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -563078.875000 Penalty: 2731.016846
	Iteration 11Q: 3 clusters Score -563078.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -563102.937500 Penalty: 2731.016846
	Iteration 12Q: 3 clusters Score -563102.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -563129.000000 Penalty: 2731.016846
	Iteration 13Q: 3 clusters Score -563129 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -563155.437500 Penalty: 2731.016846
	Iteration 14Q: 3 clusters Score -563155.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -563184.187500 Penalty: 2731.016846
	Iteration 15Q: 3 clusters Score -563184.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -563211.687500 Penalty: 2731.016846
	Iteration 16Q: 3 clusters Score -563211.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -563245.687500 Penalty: 2731.016846
	Iteration 17Q: 3 clusters Score -563245.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -563280.625000 Penalty: 2731.016846
	Iteration 18Q: 3 clusters Score -563280.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -563318.750000 Penalty: 2731.016846
	Iteration 19Q: 3 clusters Score -563318.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -563363.687500 Penalty: 2731.016846
	Iteration 20F: 3 clusters Score -563363.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -563404.937500 Penalty: 2731.016846
	Iteration 21Q: 3 clusters Score -563404.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -563449.437500 Penalty: 2731.016846
	Iteration 22Q: 3 clusters Score -563449.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -563502.375000 Penalty: 2731.016846
	Iteration 23Q: 3 clusters Score -563502.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -563560.437500 Penalty: 2731.016846
	Iteration 24Q: 3 clusters Score -563560.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -563618.000000 Penalty: 2731.016846
	Iteration 25Q: 3 clusters Score -563618 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -563671.500000 Penalty: 2731.016846
	Iteration 26Q: 3 clusters Score -563671.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -563722.000000 Penalty: 2731.016846
	Iteration 27Q: 3 clusters Score -563722 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -563767.187500 Penalty: 2731.016846
	Iteration 28Q: 3 clusters Score -563767.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -563808.812500 Penalty: 2731.016846
	Iteration 29Q: 3 clusters Score -563808.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -563854.125000 Penalty: 2731.016846
	Iteration 30Q: 3 clusters Score -563854.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -563887.250000 Penalty: 2731.016846
	Iteration 31Q: 3 clusters Score -563887.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -563918.312500 Penalty: 2731.016846
	Iteration 32Q: 3 clusters Score -563918.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -563939.125000 Penalty: 2731.016846
	Iteration 33Q: 3 clusters Score -563939.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -563951.750000 Penalty: 2731.016846
	Iteration 34Q: 3 clusters Score -563951.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -563965.312500 Penalty: 2731.016846
	Iteration 35Q: 3 clusters Score -563965.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -563976.875000 Penalty: 2731.016846
	Iteration 36Q: 3 clusters Score -563976.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -563986.750000 Penalty: 2731.016846
	Iteration 37Q: 3 clusters Score -563986.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -563998.062500 Penalty: 2731.016846
	Iteration 38Q: 3 clusters Score -563998.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -564006.250000 Penalty: 2731.016846
	Iteration 39Q: 3 clusters Score -564006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -564009.312500 Penalty: 2731.016846
	Iteration 40F: 3 clusters Score -564009.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -564013.687500 Penalty: 2731.016846
	Iteration 41Q: 3 clusters Score -564013.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -564014.437500 Penalty: 2731.016846
	Iteration 42Q: 3 clusters Score -564014.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -564014.437500 Penalty: 2731.016846
	Iteration 43F: 3 clusters Score -564014.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 58702 members 
Mstep: Class 3 contains 60404 members 
Mstep: Class 4 contains 45903 members 
Mstep: Class 5 contains 42278 members 
Mstep: Class 7 contains 45267 members 
Mstep: Class 8 contains 89925 members 
Mstep: Class 9 contains 7465 members 
Mstep: Class 10 contains 70658 members 
Mstep: Class 13 contains 79864 members 
Mstep: Class 14 contains 4507 members 
Mstep: Class 15 contains 2698 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23185 members 
Mstep: Class 22 contains 80378 members 
Mstep: Class 23 contains 2401 members 
Mstep: Class 24 contains 4461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578144.000000 Penalty: 39018.101562
Iteration 319Q: 19 clusters Score -7.557814e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 58710 members 
Mstep: Class 3 contains 60413 members 
Mstep: Class 4 contains 45901 members 
Mstep: Class 5 contains 42279 members 
Mstep: Class 7 contains 45268 members 
Mstep: Class 8 contains 89923 members 
Mstep: Class 9 contains 7466 members 
Mstep: Class 10 contains 70661 members 
Mstep: Class 13 contains 79864 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23180 members 
Mstep: Class 22 contains 80356 members 
Mstep: Class 23 contains 2403 members 
Mstep: Class 24 contains 4461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578016.000000 Penalty: 39018.101562
Iteration 320F: 19 clusters Score -7.557802e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 58718 members 
Mstep: Class 3 contains 60427 members 
Mstep: Class 4 contains 45905 members 
Mstep: Class 5 contains 42280 members 
Mstep: Class 7 contains 45266 members 
Mstep: Class 8 contains 89896 members 
Mstep: Class 9 contains 7467 members 
Mstep: Class 10 contains 70671 members 
Mstep: Class 13 contains 79861 members 
Mstep: Class 14 contains 4499 members 
Mstep: Class 15 contains 2718 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23183 members 
Mstep: Class 22 contains 80340 members 
Mstep: Class 23 contains 2404 members 
Mstep: Class 24 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578120.000000 Penalty: 39018.101562
Iteration 321Q: 19 clusters Score -7.557812e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 58722 members 
Mstep: Class 3 contains 60439 members 
Mstep: Class 4 contains 45910 members 
Mstep: Class 5 contains 42285 members 
Mstep: Class 7 contains 45264 members 
Mstep: Class 8 contains 89881 members 
Mstep: Class 9 contains 7469 members 
Mstep: Class 10 contains 70675 members 
Mstep: Class 13 contains 79858 members 
Mstep: Class 14 contains 4491 members 
Mstep: Class 15 contains 2725 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23181 members 
Mstep: Class 22 contains 80326 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578008.000000 Penalty: 39018.101562
Iteration 322Q: 19 clusters Score -7.557801e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 58727 members 
Mstep: Class 3 contains 60447 members 
Mstep: Class 4 contains 45913 members 
Mstep: Class 5 contains 42289 members 
Mstep: Class 7 contains 45264 members 
Mstep: Class 8 contains 89874 members 
Mstep: Class 9 contains 7470 members 
Mstep: Class 10 contains 70676 members 
Mstep: Class 13 contains 79852 members 
Mstep: Class 14 contains 4483 members 
Mstep: Class 15 contains 2728 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23180 members 
Mstep: Class 22 contains 80324 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578184.000000 Penalty: 39018.101562
Iteration 323Q: 19 clusters Score -7.557818e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 58731 members 
Mstep: Class 3 contains 60459 members 
Mstep: Class 4 contains 45913 members 
Mstep: Class 5 contains 42300 members 
Mstep: Class 7 contains 45261 members 
Mstep: Class 8 contains 89866 members 
Mstep: Class 9 contains 7469 members 
Mstep: Class 10 contains 70674 members 
Mstep: Class 13 contains 79855 members 
Mstep: Class 14 contains 4473 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23181 members 
Mstep: Class 22 contains 80308 members 
Mstep: Class 23 contains 2408 members 
Mstep: Class 24 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578096.000000 Penalty: 39018.101562
Iteration 324Q: 19 clusters Score -7.55781e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 58733 members 
Mstep: Class 3 contains 60477 members 
Mstep: Class 4 contains 45915 members 
Mstep: Class 5 contains 42308 members 
Mstep: Class 7 contains 45256 members 
Mstep: Class 8 contains 89851 members 
Mstep: Class 9 contains 7474 members 
Mstep: Class 10 contains 70676 members 
Mstep: Class 13 contains 79855 members 
Mstep: Class 14 contains 4466 members 
Mstep: Class 15 contains 2744 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23181 members 
Mstep: Class 22 contains 80294 members 
Mstep: Class 23 contains 2408 members 
Mstep: Class 24 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578152.000000 Penalty: 39018.101562
Iteration 325Q: 19 clusters Score -7.557815e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 58735 members 
Mstep: Class 3 contains 60495 members 
Mstep: Class 4 contains 45917 members 
Mstep: Class 5 contains 42314 members 
Mstep: Class 7 contains 45255 members 
Mstep: Class 8 contains 89841 members 
Mstep: Class 9 contains 7475 members 
Mstep: Class 10 contains 70679 members 
Mstep: Class 13 contains 79860 members 
Mstep: Class 14 contains 4451 members 
Mstep: Class 15 contains 2759 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23181 members 
Mstep: Class 22 contains 80271 members 
Mstep: Class 23 contains 2408 members 
Mstep: Class 24 contains 4461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578096.000000 Penalty: 39018.101562
Iteration 326Q: 19 clusters Score -7.55781e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 58735 members 
Mstep: Class 3 contains 60520 members 
Mstep: Class 4 contains 45918 members 
Mstep: Class 5 contains 42320 members 
Mstep: Class 7 contains 45242 members 
Mstep: Class 8 contains 89828 members 
Mstep: Class 9 contains 7478 members 
Mstep: Class 10 contains 70682 members 
Mstep: Class 13 contains 79863 members 
Mstep: Class 14 contains 4438 members 
Mstep: Class 15 contains 2774 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23179 members 
Mstep: Class 22 contains 80260 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578112.000000 Penalty: 39018.101562
Iteration 327Q: 19 clusters Score -7.557811e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 58732 members 
Mstep: Class 3 contains 60550 members 
Mstep: Class 4 contains 45919 members 
Mstep: Class 5 contains 42324 members 
Mstep: Class 7 contains 45239 members 
Mstep: Class 8 contains 89816 members 
Mstep: Class 9 contains 7479 members 
Mstep: Class 10 contains 70679 members 
Mstep: Class 13 contains 79858 members 
Mstep: Class 14 contains 4427 members 
Mstep: Class 15 contains 2788 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 22 contains 80254 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578152.000000 Penalty: 39018.101562
Iteration 328Q: 19 clusters Score -7.557815e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 58735 members 
Mstep: Class 3 contains 60574 members 
Mstep: Class 4 contains 45913 members 
Mstep: Class 5 contains 42323 members 
Mstep: Class 7 contains 45233 members 
Mstep: Class 8 contains 89796 members 
Mstep: Class 9 contains 7483 members 
Mstep: Class 10 contains 70674 members 
Mstep: Class 13 contains 79853 members 
Mstep: Class 14 contains 4437 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23176 members 
Mstep: Class 22 contains 80252 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578152.000000 Penalty: 39018.101562
Iteration 329Q: 19 clusters Score -7.557815e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 58730 members 
Mstep: Class 3 contains 60592 members 
Mstep: Class 4 contains 45911 members 
Mstep: Class 5 contains 42325 members 
Mstep: Class 7 contains 45224 members 
Mstep: Class 8 contains 89770 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70673 members 
Mstep: Class 13 contains 79858 members 
Mstep: Class 14 contains 4445 members 
Mstep: Class 15 contains 2808 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 22 contains 80250 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578224.000000 Penalty: 39018.101562
Iteration 330Q: 19 clusters Score -7.557822e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 58724 members 
Mstep: Class 3 contains 60606 members 
Mstep: Class 4 contains 45912 members 
Mstep: Class 5 contains 42326 members 
Mstep: Class 7 contains 45219 members 
Mstep: Class 8 contains 89760 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70674 members 
Mstep: Class 13 contains 79853 members 
Mstep: Class 14 contains 4438 members 
Mstep: Class 15 contains 2820 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 22 contains 80253 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578224.000000 Penalty: 39018.101562
Iteration 331Q: 19 clusters Score -7.557822e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 58727 members 
Mstep: Class 3 contains 60631 members 
Mstep: Class 4 contains 45906 members 
Mstep: Class 5 contains 42324 members 
Mstep: Class 7 contains 45220 members 
Mstep: Class 8 contains 89741 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70673 members 
Mstep: Class 13 contains 79850 members 
Mstep: Class 14 contains 4439 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 22 contains 80251 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578192.000000 Penalty: 39018.101562
Iteration 332Q: 19 clusters Score -7.557819e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 58731 members 
Mstep: Class 3 contains 60655 members 
Mstep: Class 4 contains 45900 members 
Mstep: Class 5 contains 42324 members 
Mstep: Class 7 contains 45213 members 
Mstep: Class 8 contains 89726 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70673 members 
Mstep: Class 13 contains 79846 members 
Mstep: Class 14 contains 4447 members 
Mstep: Class 15 contains 2834 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 22 contains 80241 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578160.000000 Penalty: 39018.101562
Iteration 333Q: 19 clusters Score -7.557816e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 58728 members 
Mstep: Class 3 contains 60673 members 
Mstep: Class 4 contains 45902 members 
Mstep: Class 5 contains 42322 members 
Mstep: Class 7 contains 45209 members 
Mstep: Class 8 contains 89713 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70670 members 
Mstep: Class 13 contains 79844 members 
Mstep: Class 14 contains 4458 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 22 contains 80234 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578224.000000 Penalty: 39018.101562
Iteration 334Q: 19 clusters Score -7.557822e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 58725 members 
Mstep: Class 3 contains 60690 members 
Mstep: Class 4 contains 45897 members 
Mstep: Class 5 contains 42321 members 
Mstep: Class 7 contains 45207 members 
Mstep: Class 8 contains 89704 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70671 members 
Mstep: Class 13 contains 79841 members 
Mstep: Class 14 contains 4469 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 22 contains 80225 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578144.000000 Penalty: 39018.101562
Iteration 335Q: 19 clusters Score -7.557814e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 58721 members 
Mstep: Class 3 contains 60705 members 
Mstep: Class 4 contains 45890 members 
Mstep: Class 5 contains 42321 members 
Mstep: Class 7 contains 45202 members 
Mstep: Class 8 contains 89701 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70672 members 
Mstep: Class 13 contains 79835 members 
Mstep: Class 14 contains 4486 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 17 contains 787 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 22 contains 80216 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578224.000000 Penalty: 39018.101562
Iteration 336Q: 19 clusters Score -7.557822e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 58717 members 
Mstep: Class 3 contains 60713 members 
Mstep: Class 4 contains 45890 members 
Mstep: Class 5 contains 42325 members 
Mstep: Class 7 contains 45203 members 
Mstep: Class 8 contains 89694 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70671 members 
Mstep: Class 13 contains 79832 members 
Mstep: Class 14 contains 4492 members 
Mstep: Class 15 contains 2847 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 22 contains 80209 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578224.000000 Penalty: 39018.101562
Iteration 337Q: 19 clusters Score -7.557822e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 58712 members 
Mstep: Class 3 contains 60725 members 
Mstep: Class 4 contains 45888 members 
Mstep: Class 5 contains 42331 members 
Mstep: Class 7 contains 45199 members 
Mstep: Class 8 contains 89690 members 
Mstep: Class 9 contains 7485 members 
Mstep: Class 10 contains 70674 members 
Mstep: Class 13 contains 79823 members 
Mstep: Class 14 contains 4499 members 
Mstep: Class 15 contains 2846 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 22 contains 80203 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578168.000000 Penalty: 39018.101562
Iteration 338Q: 19 clusters Score -7.557817e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 58708 members 
Mstep: Class 3 contains 60738 members 
Mstep: Class 4 contains 45891 members 
Mstep: Class 5 contains 42333 members 
Mstep: Class 7 contains 45190 members 
Mstep: Class 8 contains 89685 members 
Mstep: Class 9 contains 7483 members 
Mstep: Class 10 contains 70671 members 
Mstep: Class 13 contains 79817 members 
Mstep: Class 14 contains 4515 members 
Mstep: Class 15 contains 2849 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 22 contains 80194 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578200.000000 Penalty: 39018.101562
Iteration 339Q: 19 clusters Score -7.55782e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 58708 members 
Mstep: Class 3 contains 60757 members 
Mstep: Class 4 contains 45888 members 
Mstep: Class 5 contains 42333 members 
Mstep: Class 7 contains 45189 members 
Mstep: Class 8 contains 89681 members 
Mstep: Class 9 contains 7483 members 
Mstep: Class 10 contains 70672 members 
Mstep: Class 13 contains 79814 members 
Mstep: Class 14 contains 4514 members 
Mstep: Class 15 contains 2850 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 22 contains 80184 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578200.000000 Penalty: 39018.101562
Iteration 340F: 19 clusters Score -7.55782e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 58705 members 
Mstep: Class 3 contains 60770 members 
Mstep: Class 4 contains 45890 members 
Mstep: Class 5 contains 42329 members 
Mstep: Class 7 contains 45190 members 
Mstep: Class 8 contains 89679 members 
Mstep: Class 9 contains 7483 members 
Mstep: Class 10 contains 70669 members 
Mstep: Class 13 contains 79804 members 
Mstep: Class 14 contains 4524 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 22 contains 80177 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578256.000000 Penalty: 39018.101562
Iteration 341Q: 19 clusters Score -7.557826e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 58695 members 
Mstep: Class 3 contains 60791 members 
Mstep: Class 4 contains 45891 members 
Mstep: Class 5 contains 42327 members 
Mstep: Class 7 contains 45196 members 
Mstep: Class 8 contains 89672 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70661 members 
Mstep: Class 13 contains 79794 members 
Mstep: Class 14 contains 4533 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23176 members 
Mstep: Class 22 contains 80173 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578224.000000 Penalty: 39018.101562
Iteration 342Q: 19 clusters Score -7.557822e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 58688 members 
Mstep: Class 3 contains 60812 members 
Mstep: Class 4 contains 45887 members 
Mstep: Class 5 contains 42325 members 
Mstep: Class 7 contains 45198 members 
Mstep: Class 8 contains 89659 members 
Mstep: Class 9 contains 7489 members 
Mstep: Class 10 contains 70661 members 
Mstep: Class 13 contains 79789 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23173 members 
Mstep: Class 22 contains 80178 members 
Mstep: Class 23 contains 2406 members 
Mstep: Class 24 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578224.000000 Penalty: 39018.101562
Iteration 343Q: 19 clusters Score -7.557822e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 58682 members 
Mstep: Class 3 contains 60846 members 
Mstep: Class 4 contains 45881 members 
Mstep: Class 5 contains 42319 members 
Mstep: Class 7 contains 45200 members 
Mstep: Class 8 contains 89646 members 
Mstep: Class 9 contains 7493 members 
Mstep: Class 10 contains 70661 members 
Mstep: Class 13 contains 79781 members 
Mstep: Class 14 contains 4532 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23168 members 
Mstep: Class 22 contains 80178 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578224.000000 Penalty: 39018.101562
Iteration 344Q: 19 clusters Score -7.557822e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 58669 members 
Mstep: Class 3 contains 60877 members 
Mstep: Class 4 contains 45877 members 
Mstep: Class 5 contains 42320 members 
Mstep: Class 7 contains 45202 members 
Mstep: Class 8 contains 89642 members 
Mstep: Class 9 contains 7493 members 
Mstep: Class 10 contains 70655 members 
Mstep: Class 13 contains 79774 members 
Mstep: Class 14 contains 4531 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23166 members 
Mstep: Class 22 contains 80176 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578168.000000 Penalty: 39018.101562
Iteration 345Q: 19 clusters Score -7.557817e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 58665 members 
Mstep: Class 3 contains 60914 members 
Mstep: Class 4 contains 45873 members 
Mstep: Class 5 contains 42321 members 
Mstep: Class 7 contains 45211 members 
Mstep: Class 8 contains 89627 members 
Mstep: Class 9 contains 7494 members 
Mstep: Class 10 contains 70650 members 
Mstep: Class 13 contains 79774 members 
Mstep: Class 14 contains 4518 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23169 members 
Mstep: Class 22 contains 80169 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578216.000000 Penalty: 39018.101562
Iteration 346Q: 19 clusters Score -7.557822e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 58662 members 
Mstep: Class 3 contains 60944 members 
Mstep: Class 4 contains 45877 members 
Mstep: Class 5 contains 42319 members 
Mstep: Class 7 contains 45218 members 
Mstep: Class 8 contains 89613 members 
Mstep: Class 9 contains 7491 members 
Mstep: Class 10 contains 70645 members 
Mstep: Class 13 contains 79763 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23172 members 
Mstep: Class 22 contains 80154 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578280.000000 Penalty: 39018.101562
Iteration 347Q: 19 clusters Score -7.557828e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 58654 members 
Mstep: Class 3 contains 60968 members 
Mstep: Class 4 contains 45883 members 
Mstep: Class 5 contains 42318 members 
Mstep: Class 7 contains 45221 members 
Mstep: Class 8 contains 89601 members 
Mstep: Class 9 contains 7486 members 
Mstep: Class 10 contains 70650 members 
Mstep: Class 13 contains 79757 members 
Mstep: Class 14 contains 4534 members 
Mstep: Class 15 contains 2855 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23176 members 
Mstep: Class 22 contains 80141 members 
Mstep: Class 23 contains 2409 members 
Mstep: Class 24 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578312.000000 Penalty: 39018.101562
Iteration 348Q: 19 clusters Score -7.557831e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 58648 members 
Mstep: Class 3 contains 60994 members 
Mstep: Class 4 contains 45886 members 
Mstep: Class 5 contains 42309 members 
Mstep: Class 7 contains 45231 members 
Mstep: Class 8 contains 89594 members 
Mstep: Class 9 contains 7484 members 
Mstep: Class 10 contains 70652 members 
Mstep: Class 13 contains 79747 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23179 members 
Mstep: Class 22 contains 80132 members 
Mstep: Class 23 contains 2410 members 
Mstep: Class 24 contains 4448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578240.000000 Penalty: 39018.101562
Iteration 349Q: 19 clusters Score -7.557824e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 58640 members 
Mstep: Class 3 contains 61020 members 
Mstep: Class 4 contains 45894 members 
Mstep: Class 5 contains 42299 members 
Mstep: Class 7 contains 45240 members 
Mstep: Class 8 contains 89590 members 
Mstep: Class 9 contains 7486 members 
Mstep: Class 10 contains 70648 members 
Mstep: Class 13 contains 79745 members 
Mstep: Class 14 contains 4532 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23181 members 
Mstep: Class 22 contains 80124 members 
Mstep: Class 23 contains 2411 members 
Mstep: Class 24 contains 4446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578192.000000 Penalty: 39018.101562
Iteration 350Q: 19 clusters Score -7.557819e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 58631 members 
Mstep: Class 3 contains 61044 members 
Mstep: Class 4 contains 45900 members 
Mstep: Class 5 contains 42286 members 
Mstep: Class 7 contains 45238 members 
Mstep: Class 8 contains 89591 members 
Mstep: Class 9 contains 7489 members 
Mstep: Class 10 contains 70644 members 
Mstep: Class 13 contains 79744 members 
Mstep: Class 14 contains 4531 members 
Mstep: Class 15 contains 2857 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23185 members 
Mstep: Class 22 contains 80122 members 
Mstep: Class 23 contains 2411 members 
Mstep: Class 24 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578312.000000 Penalty: 39018.101562
Iteration 351Q: 19 clusters Score -7.557831e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 58627 members 
Mstep: Class 3 contains 61074 members 
Mstep: Class 4 contains 45898 members 
Mstep: Class 5 contains 42290 members 
Mstep: Class 7 contains 45234 members 
Mstep: Class 8 contains 89577 members 
Mstep: Class 9 contains 7493 members 
Mstep: Class 10 contains 70643 members 
Mstep: Class 13 contains 79733 members 
Mstep: Class 14 contains 4544 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23188 members 
Mstep: Class 22 contains 80122 members 
Mstep: Class 23 contains 2411 members 
Mstep: Class 24 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578344.000000 Penalty: 39018.101562
Iteration 352Q: 19 clusters Score -7.557834e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 58626 members 
Mstep: Class 3 contains 61086 members 
Mstep: Class 4 contains 45904 members 
Mstep: Class 5 contains 42291 members 
Mstep: Class 7 contains 45232 members 
Mstep: Class 8 contains 89560 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 70642 members 
Mstep: Class 13 contains 79731 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23194 members 
Mstep: Class 22 contains 80115 members 
Mstep: Class 23 contains 2411 members 
Mstep: Class 24 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578384.000000 Penalty: 39018.101562
Iteration 353Q: 19 clusters Score -7.557838e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 58625 members 
Mstep: Class 3 contains 61103 members 
Mstep: Class 4 contains 45905 members 
Mstep: Class 5 contains 42288 members 
Mstep: Class 7 contains 45234 members 
Mstep: Class 8 contains 89545 members 
Mstep: Class 9 contains 7497 members 
Mstep: Class 10 contains 70644 members 
Mstep: Class 13 contains 79735 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 2849 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23200 members 
Mstep: Class 22 contains 80101 members 
Mstep: Class 23 contains 2411 members 
Mstep: Class 24 contains 4433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578512.000000 Penalty: 39018.101562
Iteration 354Q: 19 clusters Score -7.557851e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 58632 members 
Mstep: Class 3 contains 61115 members 
Mstep: Class 4 contains 45906 members 
Mstep: Class 5 contains 42287 members 
Mstep: Class 7 contains 45222 members 
Mstep: Class 8 contains 89537 members 
Mstep: Class 9 contains 7499 members 
Mstep: Class 10 contains 70642 members 
Mstep: Class 13 contains 79739 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 15 contains 2848 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23205 members 
Mstep: Class 22 contains 80089 members 
Mstep: Class 23 contains 2411 members 
Mstep: Class 24 contains 4431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578416.000000 Penalty: 39018.101562
Iteration 355Q: 19 clusters Score -7.557842e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 58627 members 
Mstep: Class 3 contains 61136 members 
Mstep: Class 4 contains 45901 members 
Mstep: Class 5 contains 42287 members 
Mstep: Class 7 contains 45211 members 
Mstep: Class 8 contains 89537 members 
Mstep: Class 9 contains 7500 members 
Mstep: Class 10 contains 70641 members 
Mstep: Class 13 contains 79741 members 
Mstep: Class 14 contains 4597 members 
Mstep: Class 15 contains 2846 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23206 members 
Mstep: Class 22 contains 80079 members 
Mstep: Class 23 contains 2412 members 
Mstep: Class 24 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578496.000000 Penalty: 39018.101562
Iteration 356Q: 19 clusters Score -7.55785e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 58621 members 
Mstep: Class 3 contains 61161 members 
Mstep: Class 4 contains 45890 members 
Mstep: Class 5 contains 42289 members 
Mstep: Class 7 contains 45202 members 
Mstep: Class 8 contains 89528 members 
Mstep: Class 9 contains 7496 members 
Mstep: Class 10 contains 70645 members 
Mstep: Class 13 contains 79751 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 2846 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23209 members 
Mstep: Class 22 contains 80075 members 
Mstep: Class 23 contains 2412 members 
Mstep: Class 24 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578424.000000 Penalty: 39018.101562
Iteration 357Q: 19 clusters Score -7.557842e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 58618 members 
Mstep: Class 3 contains 61189 members 
Mstep: Class 4 contains 45885 members 
Mstep: Class 5 contains 42284 members 
Mstep: Class 7 contains 45200 members 
Mstep: Class 8 contains 89513 members 
Mstep: Class 9 contains 7493 members 
Mstep: Class 10 contains 70655 members 
Mstep: Class 13 contains 79750 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 2848 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23211 members 
Mstep: Class 22 contains 80067 members 
Mstep: Class 23 contains 2414 members 
Mstep: Class 24 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578328.000000 Penalty: 39018.101562
Iteration 358Q: 19 clusters Score -7.557833e+07 nChanged 204
Entering ConstructFrom: 
Score: -75578328.000000 Penalty: 39018.101562
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: -224503.125000 Penalty: 1233.759521
	Iteration 0F: 2 clusters Score -224503.1 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 993 members 
Entering Unmasked Estep 
Score: -222529.718750 Penalty: 2467.519043
	Iteration 0F: 3 clusters Score -222529.7 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -223076.859375 Penalty: 2467.519043
	Iteration 1F: 3 clusters Score -223076.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -223285.687500 Penalty: 2467.519043
	Iteration 2F: 3 clusters Score -223285.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -223490.953125 Penalty: 2467.519043
	Iteration 3F: 3 clusters Score -223491 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -223721.812500 Penalty: 2467.519043
	Iteration 4F: 3 clusters Score -223721.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -224016.468750 Penalty: 2467.519043
	Iteration 5F: 3 clusters Score -224016.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -224207.859375 Penalty: 2467.519043
	Iteration 6F: 3 clusters Score -224207.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -224318.015625 Penalty: 2467.519043
	Iteration 7Q: 3 clusters Score -224318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -224407.046875 Penalty: 2467.519043
	Iteration 8Q: 3 clusters Score -224407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -224494.156250 Penalty: 2467.519043
	Iteration 9Q: 3 clusters Score -224494.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -224530.453125 Penalty: 2467.519043
	Iteration 10Q: 3 clusters Score -224530.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -224554.234375 Penalty: 2467.519043
	Iteration 11Q: 3 clusters Score -224554.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -224577.671875 Penalty: 2467.519043
	Iteration 12Q: 3 clusters Score -224577.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -224591.671875 Penalty: 2467.519043
	Iteration 13Q: 3 clusters Score -224591.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -224599.328125 Penalty: 2467.519043
	Iteration 14Q: 3 clusters Score -224599.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -224608.343750 Penalty: 2467.519043
	Iteration 15Q: 3 clusters Score -224608.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -224615.687500 Penalty: 2467.519043
	Iteration 16Q: 3 clusters Score -224615.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -224620.468750 Penalty: 2467.519043
	Iteration 17Q: 3 clusters Score -224620.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -224622.531250 Penalty: 2467.519043
	Iteration 18F: 3 clusters Score -224622.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -224629.031250 Penalty: 2467.519043
	Iteration 19Q: 3 clusters Score -224629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -224630.937500 Penalty: 2467.519043
	Iteration 20F: 3 clusters Score -224630.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 58612 members 
Mstep: Class 3 contains 61214 members 
Mstep: Class 4 contains 45886 members 
Mstep: Class 5 contains 42284 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 45195 members 
Mstep: Class 8 contains 89509 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 70657 members 
Mstep: Class 13 contains 79750 members 
Mstep: Class 14 contains 4594 members 
Mstep: Class 15 contains 2846 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23217 members 
Mstep: Class 22 contains 80061 members 
Mstep: Class 23 contains 2416 members 
Mstep: Class 24 contains 4424 members 
Entering Unmasked Estep 
Score: -75577568.000000 Penalty: 41185.773438
Splitting cluster 1 changes total score from -75578328.000000 to -75577568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (58612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Entering Unmasked Estep 
Score: -7297208.500000 Penalty: 1784.037964
	Iteration 0F: 2 clusters Score -7297208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -7258282.500000 Penalty: 3568.075928
	Iteration 0F: 3 clusters Score -7258282 nChanged 27470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -7274165.500000 Penalty: 3568.075928
	Iteration 1F: 3 clusters Score -7274166 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -7274688.500000 Penalty: 3568.075928
	Iteration 2Q: 3 clusters Score -7274688 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -7275483.000000 Penalty: 3568.075928
	Iteration 3Q: 3 clusters Score -7275483 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -7276550.000000 Penalty: 3568.075928
	Iteration 4Q: 3 clusters Score -7276550 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -7278186.500000 Penalty: 3568.075928
	Iteration 5F: 3 clusters Score -7278186 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -7280688.500000 Penalty: 3568.075928
	Iteration 6F: 3 clusters Score -7280688 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -7284242.000000 Penalty: 3568.075928
	Iteration 7F: 3 clusters Score -7284242 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -7287732.000000 Penalty: 3568.075928
	Iteration 8F: 3 clusters Score -7287732 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -7290100.500000 Penalty: 3568.075928
	Iteration 9F: 3 clusters Score -7290100 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -7291348.000000 Penalty: 3568.075928
	Iteration 10Q: 3 clusters Score -7291348 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -7292064.500000 Penalty: 3568.075928
	Iteration 11Q: 3 clusters Score -7292064 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -7292664.500000 Penalty: 3568.075928
	Iteration 12Q: 3 clusters Score -7292664 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -7293097.500000 Penalty: 3568.075928
	Iteration 13Q: 3 clusters Score -7293098 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -7293524.500000 Penalty: 3568.075928
	Iteration 14Q: 3 clusters Score -7293524 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -7293851.500000 Penalty: 3568.075928
	Iteration 15Q: 3 clusters Score -7293852 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -7294070.500000 Penalty: 3568.075928
	Iteration 16Q: 3 clusters Score -7294070 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -7294306.500000 Penalty: 3568.075928
	Iteration 17Q: 3 clusters Score -7294306 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 53215 members 
Entering Unmasked Estep 
Score: -7294518.000000 Penalty: 3568.075928
	Iteration 18Q: 3 clusters Score -7294518 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -7294696.000000 Penalty: 3568.075928
	Iteration 19Q: 3 clusters Score -7294696 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -7294858.000000 Penalty: 3568.075928
	Iteration 20F: 3 clusters Score -7294858 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -7294998.000000 Penalty: 3568.075928
	Iteration 21Q: 3 clusters Score -7294998 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -7295107.500000 Penalty: 3568.075928
	Iteration 22Q: 3 clusters Score -7295108 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 55316 members 
Entering Unmasked Estep 
Score: -7295204.500000 Penalty: 3568.075928
	Iteration 23Q: 3 clusters Score -7295204 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -7295283.000000 Penalty: 3568.075928
	Iteration 24Q: 3 clusters Score -7295283 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -7295367.500000 Penalty: 3568.075928
	Iteration 25Q: 3 clusters Score -7295368 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
Score: -7295415.500000 Penalty: 3568.075928
	Iteration 26Q: 3 clusters Score -7295416 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 56328 members 
Entering Unmasked Estep 
Score: -7295471.000000 Penalty: 3568.075928
	Iteration 27Q: 3 clusters Score -7295471 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -7295513.500000 Penalty: 3568.075928
	Iteration 28Q: 3 clusters Score -7295514 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -7295539.500000 Penalty: 3568.075928
	Iteration 29Q: 3 clusters Score -7295540 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -7295577.500000 Penalty: 3568.075928
	Iteration 30Q: 3 clusters Score -7295578 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -7295622.500000 Penalty: 3568.075928
	Iteration 31Q: 3 clusters Score -7295622 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -7295656.000000 Penalty: 3568.075928
	Iteration 32Q: 3 clusters Score -7295656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -7295671.000000 Penalty: 3568.075928
	Iteration 33Q: 3 clusters Score -7295671 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 57167 members 
Entering Unmasked Estep 
Score: -7295696.000000 Penalty: 3568.075928
	Iteration 34Q: 3 clusters Score -7295696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 57206 members 
Entering Unmasked Estep 
Score: -7295709.000000 Penalty: 3568.075928
	Iteration 35Q: 3 clusters Score -7295709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 57238 members 
Entering Unmasked Estep 
Score: -7295714.500000 Penalty: 3568.075928
	Iteration 36Q: 3 clusters Score -7295714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -7295720.000000 Penalty: 3568.075928
	Iteration 37Q: 3 clusters Score -7295720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -7295734.000000 Penalty: 3568.075928
	Iteration 38Q: 3 clusters Score -7295734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -7295732.500000 Penalty: 3568.075928
	Iteration 39Q: 3 clusters Score -7295732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -7295749.000000 Penalty: 3568.075928
	Iteration 40F: 3 clusters Score -7295749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 57385 members 
Entering Unmasked Estep 
Score: -7295756.500000 Penalty: 3568.075928
	Iteration 41Q: 3 clusters Score -7295756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -7295771.500000 Penalty: 3568.075928
	Iteration 42Q: 3 clusters Score -7295772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -7295771.000000 Penalty: 3568.075928
	Iteration 43Q: 3 clusters Score -7295771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -7295769.500000 Penalty: 3568.075928
	Iteration 44Q: 3 clusters Score -7295770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -7295780.000000 Penalty: 3568.075928
	Iteration 45Q: 3 clusters Score -7295780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -7295787.500000 Penalty: 3568.075928
	Iteration 46Q: 3 clusters Score -7295788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -7295793.500000 Penalty: 3568.075928
	Iteration 47Q: 3 clusters Score -7295794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 57511 members 
Entering Unmasked Estep 
Score: -7295798.500000 Penalty: 3568.075928
	Iteration 48Q: 3 clusters Score -7295798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -7295789.500000 Penalty: 3568.075928
	Iteration 49Q: 3 clusters Score -7295790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -7295794.500000 Penalty: 3568.075928
	Iteration 50Q: 3 clusters Score -7295794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -7295800.000000 Penalty: 3568.075928
	Iteration 51Q: 3 clusters Score -7295800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -7295809.000000 Penalty: 3568.075928
	Iteration 52Q: 3 clusters Score -7295809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -7295814.000000 Penalty: 3568.075928
	Iteration 53Q: 3 clusters Score -7295814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -7295823.000000 Penalty: 3568.075928
	Iteration 54Q: 3 clusters Score -7295823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -7295836.500000 Penalty: 3568.075928
	Iteration 55Q: 3 clusters Score -7295836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 57660 members 
Entering Unmasked Estep 
Score: -7295835.000000 Penalty: 3568.075928
	Iteration 56Q: 3 clusters Score -7295835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
Score: -7295838.500000 Penalty: 3568.075928
	Iteration 57Q: 3 clusters Score -7295838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -7295840.000000 Penalty: 3568.075928
	Iteration 58Q: 3 clusters Score -7295840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -7295839.000000 Penalty: 3568.075928
	Iteration 59Q: 3 clusters Score -7295839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
Score: -7295839.000000 Penalty: 3568.075928
	Iteration 60F: 3 clusters Score -7295839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -7295836.000000 Penalty: 3568.075928
	Iteration 61Q: 3 clusters Score -7295836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -7295849.500000 Penalty: 3568.075928
	Iteration 62Q: 3 clusters Score -7295850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -7295856.000000 Penalty: 3568.075928
	Iteration 63Q: 3 clusters Score -7295856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -7295858.000000 Penalty: 3568.075928
	Iteration 64Q: 3 clusters Score -7295858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -7295856.000000 Penalty: 3568.075928
	Iteration 65Q: 3 clusters Score -7295856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -7295866.500000 Penalty: 3568.075928
	Iteration 66Q: 3 clusters Score -7295866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 57753 members 
Entering Unmasked Estep 
Score: -7295867.500000 Penalty: 3568.075928
	Iteration 67Q: 3 clusters Score -7295868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -7295871.500000 Penalty: 3568.075928
	Iteration 68Q: 3 clusters Score -7295872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 57761 members 
Entering Unmasked Estep 
Score: -7295868.500000 Penalty: 3568.075928
	Iteration 69Q: 3 clusters Score -7295868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -7295874.500000 Penalty: 3568.075928
	Iteration 70Q: 3 clusters Score -7295874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 57761 members 
Entering Unmasked Estep 
Score: -7295874.000000 Penalty: 3568.075928
	Iteration 71Q: 3 clusters Score -7295874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -7295872.500000 Penalty: 3568.075928
	Iteration 72Q: 3 clusters Score -7295872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -7295873.000000 Penalty: 3568.075928
	Iteration 73Q: 3 clusters Score -7295873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 57764 members 
Entering Unmasked Estep 
Score: -7295871.000000 Penalty: 3568.075928
	Iteration 74Q: 3 clusters Score -7295871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -7295879.000000 Penalty: 3568.075928
	Iteration 75Q: 3 clusters Score -7295879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -7295877.500000 Penalty: 3568.075928
	Iteration 76Q: 3 clusters Score -7295878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -7295876.500000 Penalty: 3568.075928
	Iteration 77Q: 3 clusters Score -7295876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -7295879.500000 Penalty: 3568.075928
	Iteration 78Q: 3 clusters Score -7295880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -7295883.500000 Penalty: 3568.075928
	Iteration 79Q: 3 clusters Score -7295884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 57796 members 
Entering Unmasked Estep 
Score: -7295885.000000 Penalty: 3568.075928
	Iteration 80F: 3 clusters Score -7295885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -7295889.000000 Penalty: 3568.075928
	Iteration 81Q: 3 clusters Score -7295889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -7295889.000000 Penalty: 3568.075928
	Iteration 82F: 3 clusters Score -7295889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61214 members 
Entering Unmasked Estep 
Score: -7622852.500000 Penalty: 1791.096313
	Iteration 0F: 2 clusters Score -7622852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -7582456.500000 Penalty: 3582.192627
	Iteration 0F: 3 clusters Score -7582456 nChanged 28901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -7598704.000000 Penalty: 3582.192627
	Iteration 1F: 3 clusters Score -7598704 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -7599477.000000 Penalty: 3582.192627
	Iteration 2Q: 3 clusters Score -7599477 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -7600482.500000 Penalty: 3582.192627
	Iteration 3Q: 3 clusters Score -7600482 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -7601754.500000 Penalty: 3582.192627
	Iteration 4Q: 3 clusters Score -7601754 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -7603463.500000 Penalty: 3582.192627
	Iteration 5F: 3 clusters Score -7603464 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -7605820.000000 Penalty: 3582.192627
	Iteration 6F: 3 clusters Score -7605820 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -7608747.000000 Penalty: 3582.192627
	Iteration 7F: 3 clusters Score -7608747 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -7611409.000000 Penalty: 3582.192627
	Iteration 8F: 3 clusters Score -7611409 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -7612828.000000 Penalty: 3582.192627
	Iteration 9F: 3 clusters Score -7612828 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -7613470.000000 Penalty: 3582.192627
	Iteration 10Q: 3 clusters Score -7613470 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -7613817.000000 Penalty: 3582.192627
	Iteration 11Q: 3 clusters Score -7613817 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -7614022.000000 Penalty: 3582.192627
	Iteration 12Q: 3 clusters Score -7614022 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -7614210.000000 Penalty: 3582.192627
	Iteration 13Q: 3 clusters Score -7614210 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -7614424.000000 Penalty: 3582.192627
	Iteration 14Q: 3 clusters Score -7614424 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -7614629.000000 Penalty: 3582.192627
	Iteration 15Q: 3 clusters Score -7614629 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -7614785.000000 Penalty: 3582.192627
	Iteration 16Q: 3 clusters Score -7614785 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -7614941.500000 Penalty: 3582.192627
	Iteration 17Q: 3 clusters Score -7614942 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -7615124.500000 Penalty: 3582.192627
	Iteration 18Q: 3 clusters Score -7615124 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -7615282.500000 Penalty: 3582.192627
	Iteration 19Q: 3 clusters Score -7615282 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -7615395.000000 Penalty: 3582.192627
	Iteration 20F: 3 clusters Score -7615395 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -7615501.000000 Penalty: 3582.192627
	Iteration 21Q: 3 clusters Score -7615501 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -7615570.500000 Penalty: 3582.192627
	Iteration 22Q: 3 clusters Score -7615570 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -7615666.000000 Penalty: 3582.192627
	Iteration 23Q: 3 clusters Score -7615666 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -7615751.000000 Penalty: 3582.192627
	Iteration 24Q: 3 clusters Score -7615751 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -7615855.500000 Penalty: 3582.192627
	Iteration 25Q: 3 clusters Score -7615856 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -7615950.000000 Penalty: 3582.192627
	Iteration 26Q: 3 clusters Score -7615950 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -7616053.500000 Penalty: 3582.192627
	Iteration 27Q: 3 clusters Score -7616054 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -7616163.500000 Penalty: 3582.192627
	Iteration 28Q: 3 clusters Score -7616164 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -7616252.000000 Penalty: 3582.192627
	Iteration 29Q: 3 clusters Score -7616252 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -7616311.000000 Penalty: 3582.192627
	Iteration 30Q: 3 clusters Score -7616311 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -7616400.000000 Penalty: 3582.192627
	Iteration 31Q: 3 clusters Score -7616400 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -7616459.000000 Penalty: 3582.192627
	Iteration 32Q: 3 clusters Score -7616459 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -7616533.000000 Penalty: 3582.192627
	Iteration 33Q: 3 clusters Score -7616533 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -7616657.000000 Penalty: 3582.192627
	Iteration 34Q: 3 clusters Score -7616657 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -7616729.000000 Penalty: 3582.192627
	Iteration 35Q: 3 clusters Score -7616729 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -7616844.500000 Penalty: 3582.192627
	Iteration 36Q: 3 clusters Score -7616844 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -7616933.500000 Penalty: 3582.192627
	Iteration 37Q: 3 clusters Score -7616934 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -7617032.000000 Penalty: 3582.192627
	Iteration 38Q: 3 clusters Score -7617032 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -7617172.500000 Penalty: 3582.192627
	Iteration 39Q: 3 clusters Score -7617172 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -7617317.000000 Penalty: 3582.192627
	Iteration 40F: 3 clusters Score -7617317 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -7617439.500000 Penalty: 3582.192627
	Iteration 41Q: 3 clusters Score -7617440 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -7617558.500000 Penalty: 3582.192627
	Iteration 42Q: 3 clusters Score -7617558 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -7617660.500000 Penalty: 3582.192627
	Iteration 43Q: 3 clusters Score -7617660 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -7617830.500000 Penalty: 3582.192627
	Iteration 44Q: 3 clusters Score -7617830 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -7617965.000000 Penalty: 3582.192627
	Iteration 45Q: 3 clusters Score -7617965 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -7618157.000000 Penalty: 3582.192627
	Iteration 46Q: 3 clusters Score -7618157 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -7618313.000000 Penalty: 3582.192627
	Iteration 47Q: 3 clusters Score -7618313 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -7618535.000000 Penalty: 3582.192627
	Iteration 48Q: 3 clusters Score -7618535 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -7618756.000000 Penalty: 3582.192627
	Iteration 49Q: 3 clusters Score -7618756 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -7618957.000000 Penalty: 3582.192627
	Iteration 50Q: 3 clusters Score -7618957 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -7619171.000000 Penalty: 3582.192627
	Iteration 51Q: 3 clusters Score -7619171 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -7619488.000000 Penalty: 3582.192627
	Iteration 52Q: 3 clusters Score -7619488 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -7619739.500000 Penalty: 3582.192627
	Iteration 53Q: 3 clusters Score -7619740 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -7620016.000000 Penalty: 3582.192627
	Iteration 54Q: 3 clusters Score -7620016 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -7620280.500000 Penalty: 3582.192627
	Iteration 55Q: 3 clusters Score -7620280 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -7620532.000000 Penalty: 3582.192627
	Iteration 56Q: 3 clusters Score -7620532 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -7620736.500000 Penalty: 3582.192627
	Iteration 57Q: 3 clusters Score -7620736 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -7620980.000000 Penalty: 3582.192627
	Iteration 58Q: 3 clusters Score -7620980 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 58180 members 
Entering Unmasked Estep 
Score: -7621224.000000 Penalty: 3582.192627
	Iteration 59Q: 3 clusters Score -7621224 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -7621378.000000 Penalty: 3582.192627
	Iteration 60F: 3 clusters Score -7621378 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 58970 members 
Entering Unmasked Estep 
Score: -7621551.000000 Penalty: 3582.192627
	Iteration 61Q: 3 clusters Score -7621551 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -7621710.000000 Penalty: 3582.192627
	Iteration 62Q: 3 clusters Score -7621710 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -7621785.000000 Penalty: 3582.192627
	Iteration 63Q: 3 clusters Score -7621785 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 59675 members 
Entering Unmasked Estep 
Score: -7621825.000000 Penalty: 3582.192627
	Iteration 64Q: 3 clusters Score -7621825 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -7621840.000000 Penalty: 3582.192627
	Iteration 65Q: 3 clusters Score -7621840 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 59892 members 
Entering Unmasked Estep 
Score: -7621838.500000 Penalty: 3582.192627
	Iteration 66Q: 3 clusters Score -7621838 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -7621872.000000 Penalty: 3582.192627
	Iteration 67Q: 3 clusters Score -7621872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -7621873.000000 Penalty: 3582.192627
	Iteration 68Q: 3 clusters Score -7621873 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -7621910.000000 Penalty: 3582.192627
	Iteration 69Q: 3 clusters Score -7621910 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -7621923.000000 Penalty: 3582.192627
	Iteration 70Q: 3 clusters Score -7621923 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 60172 members 
Entering Unmasked Estep 
Score: -7621929.500000 Penalty: 3582.192627
	Iteration 71Q: 3 clusters Score -7621930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
Score: -7621936.000000 Penalty: 3582.192627
	Iteration 72Q: 3 clusters Score -7621936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 60247 members 
Entering Unmasked Estep 
Score: -7621946.500000 Penalty: 3582.192627
	Iteration 73Q: 3 clusters Score -7621946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -7621957.500000 Penalty: 3582.192627
	Iteration 74Q: 3 clusters Score -7621958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -7621971.500000 Penalty: 3582.192627
	Iteration 75Q: 3 clusters Score -7621972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -7621963.500000 Penalty: 3582.192627
	Iteration 76Q: 3 clusters Score -7621964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 60372 members 
Entering Unmasked Estep 
Score: -7621976.000000 Penalty: 3582.192627
	Iteration 77Q: 3 clusters Score -7621976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 60399 members 
Entering Unmasked Estep 
Score: -7621974.000000 Penalty: 3582.192627
	Iteration 78Q: 3 clusters Score -7621974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -7621970.000000 Penalty: 3582.192627
	Iteration 79Q: 3 clusters Score -7621970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 60429 members 
Entering Unmasked Estep 
Score: -7621968.500000 Penalty: 3582.192627
	Iteration 80F: 3 clusters Score -7621968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -7621963.000000 Penalty: 3582.192627
	Iteration 81Q: 3 clusters Score -7621963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -7621966.000000 Penalty: 3582.192627
	Iteration 82Q: 3 clusters Score -7621966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -7621966.500000 Penalty: 3582.192627
	Iteration 83Q: 3 clusters Score -7621966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -7621965.500000 Penalty: 3582.192627
	Iteration 84Q: 3 clusters Score -7621966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -7621971.000000 Penalty: 3582.192627
	Iteration 85Q: 3 clusters Score -7621971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
Score: -7621968.500000 Penalty: 3582.192627
	Iteration 86Q: 3 clusters Score -7621968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -7621968.500000 Penalty: 3582.192627
	Iteration 87Q: 3 clusters Score -7621968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -7621965.500000 Penalty: 3582.192627
	Iteration 88Q: 3 clusters Score -7621966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -7621966.000000 Penalty: 3582.192627
	Iteration 89Q: 3 clusters Score -7621966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -7621967.500000 Penalty: 3582.192627
	Iteration 90Q: 3 clusters Score -7621968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -7621974.000000 Penalty: 3582.192627
	Iteration 91Q: 3 clusters Score -7621974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 60495 members 
Entering Unmasked Estep 
Score: -7621970.000000 Penalty: 3582.192627
	Iteration 92Q: 3 clusters Score -7621970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -7621975.500000 Penalty: 3582.192627
	Iteration 93Q: 3 clusters Score -7621976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -7621971.000000 Penalty: 3582.192627
	Iteration 94Q: 3 clusters Score -7621971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -7621973.000000 Penalty: 3582.192627
	Iteration 95Q: 3 clusters Score -7621973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -7621973.000000 Penalty: 3582.192627
	Iteration 96F: 3 clusters Score -7621973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Entering Unmasked Estep 
Score: -5702102.000000 Penalty: 1744.261230
	Iteration 0F: 2 clusters Score -5702102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -5671266.000000 Penalty: 3488.522461
	Iteration 0F: 3 clusters Score -5671266 nChanged 21546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -5683547.500000 Penalty: 3488.522461
	Iteration 1F: 3 clusters Score -5683548 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -5684241.000000 Penalty: 3488.522461
	Iteration 2Q: 3 clusters Score -5684241 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -5685444.000000 Penalty: 3488.522461
	Iteration 3F: 3 clusters Score -5685444 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -5687345.000000 Penalty: 3488.522461
	Iteration 4F: 3 clusters Score -5687345 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -5690454.000000 Penalty: 3488.522461
	Iteration 5F: 3 clusters Score -5690454 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -5694168.000000 Penalty: 3488.522461
	Iteration 6F: 3 clusters Score -5694168 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -5697295.500000 Penalty: 3488.522461
	Iteration 7F: 3 clusters Score -5697296 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -5699136.000000 Penalty: 3488.522461
	Iteration 8Q: 3 clusters Score -5699136 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -5699992.000000 Penalty: 3488.522461
	Iteration 9Q: 3 clusters Score -5699992 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -5700333.500000 Penalty: 3488.522461
	Iteration 10Q: 3 clusters Score -5700334 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -5700502.500000 Penalty: 3488.522461
	Iteration 11Q: 3 clusters Score -5700502 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -5700622.000000 Penalty: 3488.522461
	Iteration 12Q: 3 clusters Score -5700622 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -5700696.000000 Penalty: 3488.522461
	Iteration 13Q: 3 clusters Score -5700696 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -5700770.500000 Penalty: 3488.522461
	Iteration 14Q: 3 clusters Score -5700770 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -5700808.000000 Penalty: 3488.522461
	Iteration 15Q: 3 clusters Score -5700808 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -5700855.000000 Penalty: 3488.522461
	Iteration 16Q: 3 clusters Score -5700855 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -5700865.000000 Penalty: 3488.522461
	Iteration 17Q: 3 clusters Score -5700865 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -5700891.000000 Penalty: 3488.522461
	Iteration 18Q: 3 clusters Score -5700891 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -5700918.500000 Penalty: 3488.522461
	Iteration 19Q: 3 clusters Score -5700918 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -5700930.000000 Penalty: 3488.522461
	Iteration 20F: 3 clusters Score -5700930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -5700943.000000 Penalty: 3488.522461
	Iteration 21Q: 3 clusters Score -5700943 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -5700953.500000 Penalty: 3488.522461
	Iteration 22Q: 3 clusters Score -5700954 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -5700967.500000 Penalty: 3488.522461
	Iteration 23Q: 3 clusters Score -5700968 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -5700979.000000 Penalty: 3488.522461
	Iteration 24Q: 3 clusters Score -5700979 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -5700984.500000 Penalty: 3488.522461
	Iteration 25Q: 3 clusters Score -5700984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -5701002.500000 Penalty: 3488.522461
	Iteration 26Q: 3 clusters Score -5701002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -5701008.500000 Penalty: 3488.522461
	Iteration 27Q: 3 clusters Score -5701008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -5701035.500000 Penalty: 3488.522461
	Iteration 28Q: 3 clusters Score -5701036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -5701033.500000 Penalty: 3488.522461
	Iteration 29Q: 3 clusters Score -5701034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -5701039.000000 Penalty: 3488.522461
	Iteration 30Q: 3 clusters Score -5701039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -5701043.500000 Penalty: 3488.522461
	Iteration 31Q: 3 clusters Score -5701044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -5701044.500000 Penalty: 3488.522461
	Iteration 32Q: 3 clusters Score -5701044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -5701046.000000 Penalty: 3488.522461
	Iteration 33Q: 3 clusters Score -5701046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -5701056.000000 Penalty: 3488.522461
	Iteration 34Q: 3 clusters Score -5701056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -5701049.500000 Penalty: 3488.522461
	Iteration 35Q: 3 clusters Score -5701050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -5701049.000000 Penalty: 3488.522461
	Iteration 36Q: 3 clusters Score -5701049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -5701046.500000 Penalty: 3488.522461
	Iteration 37Q: 3 clusters Score -5701046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -5701051.500000 Penalty: 3488.522461
	Iteration 38Q: 3 clusters Score -5701052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -5701052.000000 Penalty: 3488.522461
	Iteration 39Q: 3 clusters Score -5701052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -5701055.500000 Penalty: 3488.522461
	Iteration 40F: 3 clusters Score -5701056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -5701058.000000 Penalty: 3488.522461
	Iteration 41Q: 3 clusters Score -5701058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -5701057.000000 Penalty: 3488.522461
	Iteration 42Q: 3 clusters Score -5701057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -5701059.000000 Penalty: 3488.522461
	Iteration 43Q: 3 clusters Score -5701059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -5701070.000000 Penalty: 3488.522461
	Iteration 44Q: 3 clusters Score -5701070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -5701074.000000 Penalty: 3488.522461
	Iteration 45Q: 3 clusters Score -5701074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -5701082.000000 Penalty: 3488.522461
	Iteration 46Q: 3 clusters Score -5701082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -5701080.500000 Penalty: 3488.522461
	Iteration 47Q: 3 clusters Score -5701080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -5701084.000000 Penalty: 3488.522461
	Iteration 48Q: 3 clusters Score -5701084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -5701080.500000 Penalty: 3488.522461
	Iteration 49Q: 3 clusters Score -5701080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -5701078.500000 Penalty: 3488.522461
	Iteration 50Q: 3 clusters Score -5701078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -5701068.000000 Penalty: 3488.522461
	Iteration 51Q: 3 clusters Score -5701068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -5701075.000000 Penalty: 3488.522461
	Iteration 52Q: 3 clusters Score -5701075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -5701081.500000 Penalty: 3488.522461
	Iteration 53Q: 3 clusters Score -5701082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -5701075.500000 Penalty: 3488.522461
	Iteration 54Q: 3 clusters Score -5701076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -5701079.000000 Penalty: 3488.522461
	Iteration 55Q: 3 clusters Score -5701079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -5701079.500000 Penalty: 3488.522461
	Iteration 56Q: 3 clusters Score -5701080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -5701079.500000 Penalty: 3488.522461
	Iteration 57Q: 3 clusters Score -5701080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -5701079.500000 Penalty: 3488.522461
	Iteration 58F: 3 clusters Score -5701080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Entering Unmasked Estep 
Score: -5258538.500000 Penalty: 1730.976685
	Iteration 0F: 2 clusters Score -5258538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -5230358.000000 Penalty: 3461.953369
	Iteration 0F: 3 clusters Score -5230358 nChanged 19656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -5241206.000000 Penalty: 3461.953369
	Iteration 1F: 3 clusters Score -5241206 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -5241546.500000 Penalty: 3461.953369
	Iteration 2Q: 3 clusters Score -5241546 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -5241968.500000 Penalty: 3461.953369
	Iteration 3Q: 3 clusters Score -5241968 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -5242593.000000 Penalty: 3461.953369
	Iteration 4Q: 3 clusters Score -5242593 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -5243428.000000 Penalty: 3461.953369
	Iteration 5Q: 3 clusters Score -5243428 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -5244546.500000 Penalty: 3461.953369
	Iteration 6F: 3 clusters Score -5244546 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -5246219.500000 Penalty: 3461.953369
	Iteration 7F: 3 clusters Score -5246220 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -5248407.000000 Penalty: 3461.953369
	Iteration 8F: 3 clusters Score -5248407 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -5250826.500000 Penalty: 3461.953369
	Iteration 9F: 3 clusters Score -5250826 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -5252448.500000 Penalty: 3461.953369
	Iteration 10F: 3 clusters Score -5252448 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -5253172.500000 Penalty: 3461.953369
	Iteration 11Q: 3 clusters Score -5253172 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -5253529.000000 Penalty: 3461.953369
	Iteration 12Q: 3 clusters Score -5253529 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -5253769.500000 Penalty: 3461.953369
	Iteration 13Q: 3 clusters Score -5253770 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -5253968.000000 Penalty: 3461.953369
	Iteration 14Q: 3 clusters Score -5253968 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -5254141.000000 Penalty: 3461.953369
	Iteration 15Q: 3 clusters Score -5254141 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -5254288.000000 Penalty: 3461.953369
	Iteration 16Q: 3 clusters Score -5254288 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -5254466.000000 Penalty: 3461.953369
	Iteration 17Q: 3 clusters Score -5254466 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -5254593.500000 Penalty: 3461.953369
	Iteration 18Q: 3 clusters Score -5254594 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -5254752.000000 Penalty: 3461.953369
	Iteration 19Q: 3 clusters Score -5254752 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -5254918.000000 Penalty: 3461.953369
	Iteration 20F: 3 clusters Score -5254918 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -5255063.500000 Penalty: 3461.953369
	Iteration 21Q: 3 clusters Score -5255064 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -5255212.500000 Penalty: 3461.953369
	Iteration 22Q: 3 clusters Score -5255212 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -5255331.000000 Penalty: 3461.953369
	Iteration 23Q: 3 clusters Score -5255331 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -5255485.500000 Penalty: 3461.953369
	Iteration 24Q: 3 clusters Score -5255486 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -5255568.500000 Penalty: 3461.953369
	Iteration 25Q: 3 clusters Score -5255568 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -5255686.500000 Penalty: 3461.953369
	Iteration 26Q: 3 clusters Score -5255686 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -5255786.000000 Penalty: 3461.953369
	Iteration 27Q: 3 clusters Score -5255786 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -5255922.500000 Penalty: 3461.953369
	Iteration 28Q: 3 clusters Score -5255922 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -5256049.000000 Penalty: 3461.953369
	Iteration 29Q: 3 clusters Score -5256049 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -5256158.500000 Penalty: 3461.953369
	Iteration 30Q: 3 clusters Score -5256158 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -5256252.000000 Penalty: 3461.953369
	Iteration 31Q: 3 clusters Score -5256252 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5256369.000000 Penalty: 3461.953369
	Iteration 32Q: 3 clusters Score -5256369 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -5256498.500000 Penalty: 3461.953369
	Iteration 33Q: 3 clusters Score -5256498 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -5256586.500000 Penalty: 3461.953369
	Iteration 34Q: 3 clusters Score -5256586 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5256698.500000 Penalty: 3461.953369
	Iteration 35Q: 3 clusters Score -5256698 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5256789.500000 Penalty: 3461.953369
	Iteration 36Q: 3 clusters Score -5256790 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5256870.000000 Penalty: 3461.953369
	Iteration 37Q: 3 clusters Score -5256870 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5256943.500000 Penalty: 3461.953369
	Iteration 38Q: 3 clusters Score -5256944 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5257002.000000 Penalty: 3461.953369
	Iteration 39Q: 3 clusters Score -5257002 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -5257043.000000 Penalty: 3461.953369
	Iteration 40F: 3 clusters Score -5257043 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5257064.000000 Penalty: 3461.953369
	Iteration 41Q: 3 clusters Score -5257064 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5257099.500000 Penalty: 3461.953369
	Iteration 42Q: 3 clusters Score -5257100 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5257117.000000 Penalty: 3461.953369
	Iteration 43Q: 3 clusters Score -5257117 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5257147.500000 Penalty: 3461.953369
	Iteration 44Q: 3 clusters Score -5257148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5257167.500000 Penalty: 3461.953369
	Iteration 45Q: 3 clusters Score -5257168 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5257187.000000 Penalty: 3461.953369
	Iteration 46Q: 3 clusters Score -5257187 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5257219.000000 Penalty: 3461.953369
	Iteration 47Q: 3 clusters Score -5257219 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5257221.000000 Penalty: 3461.953369
	Iteration 48Q: 3 clusters Score -5257221 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5257249.000000 Penalty: 3461.953369
	Iteration 49Q: 3 clusters Score -5257249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5257247.000000 Penalty: 3461.953369
	Iteration 50Q: 3 clusters Score -5257247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5257265.000000 Penalty: 3461.953369
	Iteration 51Q: 3 clusters Score -5257265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5257272.500000 Penalty: 3461.953369
	Iteration 52Q: 3 clusters Score -5257272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5257277.500000 Penalty: 3461.953369
	Iteration 53Q: 3 clusters Score -5257278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5257290.000000 Penalty: 3461.953369
	Iteration 54Q: 3 clusters Score -5257290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5257293.500000 Penalty: 3461.953369
	Iteration 55Q: 3 clusters Score -5257294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5257312.500000 Penalty: 3461.953369
	Iteration 56Q: 3 clusters Score -5257312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5257315.000000 Penalty: 3461.953369
	Iteration 57Q: 3 clusters Score -5257315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5257312.000000 Penalty: 3461.953369
	Iteration 58Q: 3 clusters Score -5257312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5257313.000000 Penalty: 3461.953369
	Iteration 59Q: 3 clusters Score -5257313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5257315.500000 Penalty: 3461.953369
	Iteration 60F: 3 clusters Score -5257316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5257315.500000 Penalty: 3461.953369
	Iteration 61Q: 3 clusters Score -5257316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5257328.000000 Penalty: 3461.953369
	Iteration 62Q: 3 clusters Score -5257328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5257333.500000 Penalty: 3461.953369
	Iteration 63Q: 3 clusters Score -5257334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5257343.500000 Penalty: 3461.953369
	Iteration 64Q: 3 clusters Score -5257344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5257339.000000 Penalty: 3461.953369
	Iteration 65Q: 3 clusters Score -5257339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5257348.000000 Penalty: 3461.953369
	Iteration 66Q: 3 clusters Score -5257348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5257350.500000 Penalty: 3461.953369
	Iteration 67Q: 3 clusters Score -5257350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5257351.500000 Penalty: 3461.953369
	Iteration 68Q: 3 clusters Score -5257352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5257359.500000 Penalty: 3461.953369
	Iteration 69Q: 3 clusters Score -5257360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5257360.000000 Penalty: 3461.953369
	Iteration 70Q: 3 clusters Score -5257360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5257375.000000 Penalty: 3461.953369
	Iteration 71Q: 3 clusters Score -5257375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5257377.000000 Penalty: 3461.953369
	Iteration 72Q: 3 clusters Score -5257377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5257383.000000 Penalty: 3461.953369
	Iteration 73Q: 3 clusters Score -5257383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5257385.000000 Penalty: 3461.953369
	Iteration 74Q: 3 clusters Score -5257385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5257384.500000 Penalty: 3461.953369
	Iteration 75Q: 3 clusters Score -5257384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5257386.500000 Penalty: 3461.953369
	Iteration 76Q: 3 clusters Score -5257386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5257391.500000 Penalty: 3461.953369
	Iteration 77Q: 3 clusters Score -5257392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5257387.500000 Penalty: 3461.953369
	Iteration 78Q: 3 clusters Score -5257388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5257389.500000 Penalty: 3461.953369
	Iteration 79Q: 3 clusters Score -5257390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5257390.000000 Penalty: 3461.953369
	Iteration 80F: 3 clusters Score -5257390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Entering Unmasked Estep 
Score: -5617634.000000 Penalty: 1741.795532
	Iteration 0F: 2 clusters Score -5617634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -5587488.500000 Penalty: 3483.591064
	Iteration 0F: 3 clusters Score -5587488 nChanged 21141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -5599418.000000 Penalty: 3483.591064
	Iteration 1F: 3 clusters Score -5599418 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -5599980.000000 Penalty: 3483.591064
	Iteration 2Q: 3 clusters Score -5599980 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -5600776.000000 Penalty: 3483.591064
	Iteration 3Q: 3 clusters Score -5600776 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -5601847.500000 Penalty: 3483.591064
	Iteration 4Q: 3 clusters Score -5601848 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -5603479.500000 Penalty: 3483.591064
	Iteration 5F: 3 clusters Score -5603480 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -5605616.000000 Penalty: 3483.591064
	Iteration 6F: 3 clusters Score -5605616 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -5607677.500000 Penalty: 3483.591064
	Iteration 7F: 3 clusters Score -5607678 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -5609450.000000 Penalty: 3483.591064
	Iteration 8F: 3 clusters Score -5609450 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -5610786.500000 Penalty: 3483.591064
	Iteration 9Q: 3 clusters Score -5610786 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -5611645.500000 Penalty: 3483.591064
	Iteration 10Q: 3 clusters Score -5611646 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -5612215.500000 Penalty: 3483.591064
	Iteration 11Q: 3 clusters Score -5612216 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -5612593.000000 Penalty: 3483.591064
	Iteration 12Q: 3 clusters Score -5612593 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -5612901.000000 Penalty: 3483.591064
	Iteration 13Q: 3 clusters Score -5612901 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -5613185.000000 Penalty: 3483.591064
	Iteration 14Q: 3 clusters Score -5613185 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -5613450.000000 Penalty: 3483.591064
	Iteration 15Q: 3 clusters Score -5613450 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -5613731.500000 Penalty: 3483.591064
	Iteration 16Q: 3 clusters Score -5613732 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -5613999.000000 Penalty: 3483.591064
	Iteration 17Q: 3 clusters Score -5613999 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -5614304.000000 Penalty: 3483.591064
	Iteration 18Q: 3 clusters Score -5614304 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -5614592.500000 Penalty: 3483.591064
	Iteration 19Q: 3 clusters Score -5614592 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -5614846.500000 Penalty: 3483.591064
	Iteration 20F: 3 clusters Score -5614846 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -5615062.000000 Penalty: 3483.591064
	Iteration 21Q: 3 clusters Score -5615062 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -5615261.000000 Penalty: 3483.591064
	Iteration 22Q: 3 clusters Score -5615261 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -5615413.500000 Penalty: 3483.591064
	Iteration 23Q: 3 clusters Score -5615414 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -5615539.500000 Penalty: 3483.591064
	Iteration 24Q: 3 clusters Score -5615540 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -5615691.500000 Penalty: 3483.591064
	Iteration 25Q: 3 clusters Score -5615692 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -5615779.000000 Penalty: 3483.591064
	Iteration 26Q: 3 clusters Score -5615779 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -5615862.000000 Penalty: 3483.591064
	Iteration 27Q: 3 clusters Score -5615862 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -5615926.000000 Penalty: 3483.591064
	Iteration 28Q: 3 clusters Score -5615926 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -5615957.500000 Penalty: 3483.591064
	Iteration 29Q: 3 clusters Score -5615958 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -5615989.500000 Penalty: 3483.591064
	Iteration 30Q: 3 clusters Score -5615990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -5616012.500000 Penalty: 3483.591064
	Iteration 31Q: 3 clusters Score -5616012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -5616029.000000 Penalty: 3483.591064
	Iteration 32Q: 3 clusters Score -5616029 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -5616051.500000 Penalty: 3483.591064
	Iteration 33Q: 3 clusters Score -5616052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -5616071.500000 Penalty: 3483.591064
	Iteration 34Q: 3 clusters Score -5616072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -5616071.000000 Penalty: 3483.591064
	Iteration 35Q: 3 clusters Score -5616071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -5616092.000000 Penalty: 3483.591064
	Iteration 36Q: 3 clusters Score -5616092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -5616107.000000 Penalty: 3483.591064
	Iteration 37Q: 3 clusters Score -5616107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -5616111.500000 Penalty: 3483.591064
	Iteration 38Q: 3 clusters Score -5616112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -5616123.500000 Penalty: 3483.591064
	Iteration 39Q: 3 clusters Score -5616124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -5616131.500000 Penalty: 3483.591064
	Iteration 40F: 3 clusters Score -5616132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -5616136.500000 Penalty: 3483.591064
	Iteration 41Q: 3 clusters Score -5616136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -5616142.000000 Penalty: 3483.591064
	Iteration 42Q: 3 clusters Score -5616142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -5616146.500000 Penalty: 3483.591064
	Iteration 43Q: 3 clusters Score -5616146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -5616149.500000 Penalty: 3483.591064
	Iteration 44Q: 3 clusters Score -5616150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -5616150.000000 Penalty: 3483.591064
	Iteration 45Q: 3 clusters Score -5616150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -5616152.500000 Penalty: 3483.591064
	Iteration 46Q: 3 clusters Score -5616152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -5616157.500000 Penalty: 3483.591064
	Iteration 47Q: 3 clusters Score -5616158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -5616157.500000 Penalty: 3483.591064
	Iteration 48Q: 3 clusters Score -5616158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -5616167.000000 Penalty: 3483.591064
	Iteration 49Q: 3 clusters Score -5616167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -5616169.500000 Penalty: 3483.591064
	Iteration 50Q: 3 clusters Score -5616170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -5616168.000000 Penalty: 3483.591064
	Iteration 51Q: 3 clusters Score -5616168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -5616175.000000 Penalty: 3483.591064
	Iteration 52Q: 3 clusters Score -5616175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -5616170.500000 Penalty: 3483.591064
	Iteration 53Q: 3 clusters Score -5616170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -5616165.500000 Penalty: 3483.591064
	Iteration 54Q: 3 clusters Score -5616166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -5616166.500000 Penalty: 3483.591064
	Iteration 55Q: 3 clusters Score -5616166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -5616171.500000 Penalty: 3483.591064
	Iteration 56Q: 3 clusters Score -5616172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -5616177.500000 Penalty: 3483.591064
	Iteration 57Q: 3 clusters Score -5616178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -5616178.000000 Penalty: 3483.591064
	Iteration 58Q: 3 clusters Score -5616178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -5616176.000000 Penalty: 3483.591064
	Iteration 59Q: 3 clusters Score -5616176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -5616174.500000 Penalty: 3483.591064
	Iteration 60F: 3 clusters Score -5616174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -5616175.000000 Penalty: 3483.591064
	Iteration 61Q: 3 clusters Score -5616175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -5616175.000000 Penalty: 3483.591064
	Iteration 62F: 3 clusters Score -5616175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89509 members 
Entering Unmasked Estep 
Score: -11080463.000000 Penalty: 1852.840454
	Iteration 0F: 2 clusters Score -1.108046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -11023186.000000 Penalty: 3705.680908
	Iteration 0F: 3 clusters Score -1.102319e+07 nChanged 42712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -11047763.000000 Penalty: 3705.680908
	Iteration 1F: 3 clusters Score -1.104776e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -11048350.000000 Penalty: 3705.680908
	Iteration 2Q: 3 clusters Score -1.104835e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -11049058.000000 Penalty: 3705.680908
	Iteration 3Q: 3 clusters Score -1.104906e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -11049808.000000 Penalty: 3705.680908
	Iteration 4Q: 3 clusters Score -1.104981e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -11050868.000000 Penalty: 3705.680908
	Iteration 5Q: 3 clusters Score -1.105087e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -11052551.000000 Penalty: 3705.680908
	Iteration 6Q: 3 clusters Score -1.105255e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -11055200.000000 Penalty: 3705.680908
	Iteration 7F: 3 clusters Score -1.10552e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -11059210.000000 Penalty: 3705.680908
	Iteration 8F: 3 clusters Score -1.105921e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 68865 members 
Entering Unmasked Estep 
Score: -11064401.000000 Penalty: 3705.680908
	Iteration 9F: 3 clusters Score -1.10644e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 73727 members 
Entering Unmasked Estep 
Score: -11069823.000000 Penalty: 3705.680908
	Iteration 10F: 3 clusters Score -1.106982e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 77278 members 
Entering Unmasked Estep 
Score: -11073640.000000 Penalty: 3705.680908
	Iteration 11Q: 3 clusters Score -1.107364e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 79682 members 
Entering Unmasked Estep 
Score: -11075783.000000 Penalty: 3705.680908
	Iteration 12Q: 3 clusters Score -1.107578e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 81521 members 
Entering Unmasked Estep 
Score: -11076945.000000 Penalty: 3705.680908
	Iteration 13Q: 3 clusters Score -1.107694e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 83008 members 
Entering Unmasked Estep 
Score: -11077529.000000 Penalty: 3705.680908
	Iteration 14Q: 3 clusters Score -1.107753e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 84320 members 
Entering Unmasked Estep 
Score: -11077972.000000 Penalty: 3705.680908
	Iteration 15Q: 3 clusters Score -1.107797e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 85465 members 
Entering Unmasked Estep 
Score: -11078295.000000 Penalty: 3705.680908
	Iteration 16Q: 3 clusters Score -1.10783e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 86413 members 
Entering Unmasked Estep 
Score: -11078585.000000 Penalty: 3705.680908
	Iteration 17Q: 3 clusters Score -1.107858e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 87119 members 
Entering Unmasked Estep 
Score: -11078789.000000 Penalty: 3705.680908
	Iteration 18Q: 3 clusters Score -1.107879e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 87636 members 
Entering Unmasked Estep 
Score: -11078931.000000 Penalty: 3705.680908
	Iteration 19Q: 3 clusters Score -1.107893e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 88014 members 
Entering Unmasked Estep 
Score: -11079012.000000 Penalty: 3705.680908
	Iteration 20F: 3 clusters Score -1.107901e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 88274 members 
Entering Unmasked Estep 
Score: -11079110.000000 Penalty: 3705.680908
	Iteration 21Q: 3 clusters Score -1.107911e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 88458 members 
Entering Unmasked Estep 
Score: -11079204.000000 Penalty: 3705.680908
	Iteration 22Q: 3 clusters Score -1.10792e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 88584 members 
Entering Unmasked Estep 
Score: -11079232.000000 Penalty: 3705.680908
	Iteration 23Q: 3 clusters Score -1.107923e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 88673 members 
Entering Unmasked Estep 
Score: -11079249.000000 Penalty: 3705.680908
	Iteration 24Q: 3 clusters Score -1.107925e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 88729 members 
Entering Unmasked Estep 
Score: -11079254.000000 Penalty: 3705.680908
	Iteration 25Q: 3 clusters Score -1.107925e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 88775 members 
Entering Unmasked Estep 
Score: -11079257.000000 Penalty: 3705.680908
	Iteration 26Q: 3 clusters Score -1.107926e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 88801 members 
Entering Unmasked Estep 
Score: -11079253.000000 Penalty: 3705.680908
	Iteration 27Q: 3 clusters Score -1.107925e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 88819 members 
Entering Unmasked Estep 
Score: -11079261.000000 Penalty: 3705.680908
	Iteration 28Q: 3 clusters Score -1.107926e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 88832 members 
Entering Unmasked Estep 
Score: -11079266.000000 Penalty: 3705.680908
	Iteration 29Q: 3 clusters Score -1.107927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 88843 members 
Entering Unmasked Estep 
Score: -11079257.000000 Penalty: 3705.680908
	Iteration 30Q: 3 clusters Score -1.107926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 88849 members 
Entering Unmasked Estep 
Score: -11079271.000000 Penalty: 3705.680908
	Iteration 31Q: 3 clusters Score -1.107927e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 88860 members 
Entering Unmasked Estep 
Score: -11079276.000000 Penalty: 3705.680908
	Iteration 32Q: 3 clusters Score -1.107928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 88867 members 
Entering Unmasked Estep 
Score: -11079277.000000 Penalty: 3705.680908
	Iteration 33Q: 3 clusters Score -1.107928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 88877 members 
Entering Unmasked Estep 
Score: -11079275.000000 Penalty: 3705.680908
	Iteration 34Q: 3 clusters Score -1.107928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 88884 members 
Entering Unmasked Estep 
Score: -11079280.000000 Penalty: 3705.680908
	Iteration 35Q: 3 clusters Score -1.107928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 88890 members 
Entering Unmasked Estep 
Score: -11079286.000000 Penalty: 3705.680908
	Iteration 36Q: 3 clusters Score -1.107929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 88896 members 
Entering Unmasked Estep 
Score: -11079276.000000 Penalty: 3705.680908
	Iteration 37Q: 3 clusters Score -1.107928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 88905 members 
Entering Unmasked Estep 
Score: -11079265.000000 Penalty: 3705.680908
	Iteration 38Q: 3 clusters Score -1.107926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 88921 members 
Entering Unmasked Estep 
Score: -11079281.000000 Penalty: 3705.680908
	Iteration 39Q: 3 clusters Score -1.107928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 88925 members 
Entering Unmasked Estep 
Score: -11079285.000000 Penalty: 3705.680908
	Iteration 40F: 3 clusters Score -1.107928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 88931 members 
Entering Unmasked Estep 
Score: -11079284.000000 Penalty: 3705.680908
	Iteration 41Q: 3 clusters Score -1.107928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 88941 members 
Entering Unmasked Estep 
Score: -11079290.000000 Penalty: 3705.680908
	Iteration 42Q: 3 clusters Score -1.107929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 88945 members 
Entering Unmasked Estep 
Score: -11079293.000000 Penalty: 3705.680908
	Iteration 43Q: 3 clusters Score -1.107929e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 88953 members 
Entering Unmasked Estep 
Score: -11079291.000000 Penalty: 3705.680908
	Iteration 44Q: 3 clusters Score -1.107929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -11079288.000000 Penalty: 3705.680908
	Iteration 45Q: 3 clusters Score -1.107929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 88967 members 
Entering Unmasked Estep 
Score: -11079294.000000 Penalty: 3705.680908
	Iteration 46Q: 3 clusters Score -1.107929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 88967 members 
Entering Unmasked Estep 
Score: -11079289.000000 Penalty: 3705.680908
	Iteration 47Q: 3 clusters Score -1.107929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -11079290.000000 Penalty: 3705.680908
	Iteration 48Q: 3 clusters Score -1.107929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -11079290.000000 Penalty: 3705.680908
	Iteration 49F: 3 clusters Score -1.107929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Entering Unmasked Estep 
Score: -895030.937500 Penalty: 1449.671753
	Iteration 0F: 2 clusters Score -895030.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -889497.250000 Penalty: 2899.343506
	Iteration 0F: 3 clusters Score -889497.2 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -891013.062500 Penalty: 2899.343506
	Iteration 1F: 3 clusters Score -891013.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -891234.437500 Penalty: 2899.343506
	Iteration 2F: 3 clusters Score -891234.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -891424.062500 Penalty: 2899.343506
	Iteration 3F: 3 clusters Score -891424.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -891584.750000 Penalty: 2899.343506
	Iteration 4Q: 3 clusters Score -891584.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -891753.125000 Penalty: 2899.343506
	Iteration 5Q: 3 clusters Score -891753.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -891961.937500 Penalty: 2899.343506
	Iteration 6Q: 3 clusters Score -891961.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -892253.875000 Penalty: 2899.343506
	Iteration 7Q: 3 clusters Score -892253.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -892531.375000 Penalty: 2899.343506
	Iteration 8Q: 3 clusters Score -892531.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -892798.062500 Penalty: 2899.343506
	Iteration 9Q: 3 clusters Score -892798.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -893015.125000 Penalty: 2899.343506
	Iteration 10Q: 3 clusters Score -893015.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -893189.937500 Penalty: 2899.343506
	Iteration 11Q: 3 clusters Score -893189.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -893332.062500 Penalty: 2899.343506
	Iteration 12Q: 3 clusters Score -893332.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -893432.687500 Penalty: 2899.343506
	Iteration 13Q: 3 clusters Score -893432.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -893509.812500 Penalty: 2899.343506
	Iteration 14Q: 3 clusters Score -893509.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -893580.687500 Penalty: 2899.343506
	Iteration 15Q: 3 clusters Score -893580.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -893637.937500 Penalty: 2899.343506
	Iteration 16Q: 3 clusters Score -893637.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -893679.312500 Penalty: 2899.343506
	Iteration 17Q: 3 clusters Score -893679.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -893721.250000 Penalty: 2899.343506
	Iteration 18Q: 3 clusters Score -893721.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -893751.562500 Penalty: 2899.343506
	Iteration 19Q: 3 clusters Score -893751.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -893776.437500 Penalty: 2899.343506
	Iteration 20F: 3 clusters Score -893776.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -893797.625000 Penalty: 2899.343506
	Iteration 21Q: 3 clusters Score -893797.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -893816.062500 Penalty: 2899.343506
	Iteration 22Q: 3 clusters Score -893816.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -893826.062500 Penalty: 2899.343506
	Iteration 23Q: 3 clusters Score -893826.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -893839.500000 Penalty: 2899.343506
	Iteration 24Q: 3 clusters Score -893839.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -893845.000000 Penalty: 2899.343506
	Iteration 25Q: 3 clusters Score -893845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -893854.187500 Penalty: 2899.343506
	Iteration 26Q: 3 clusters Score -893854.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -893860.125000 Penalty: 2899.343506
	Iteration 27Q: 3 clusters Score -893860.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -893865.500000 Penalty: 2899.343506
	Iteration 28Q: 3 clusters Score -893865.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -893871.000000 Penalty: 2899.343506
	Iteration 29Q: 3 clusters Score -893871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -893876.062500 Penalty: 2899.343506
	Iteration 30Q: 3 clusters Score -893876.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -893877.875000 Penalty: 2899.343506
	Iteration 31Q: 3 clusters Score -893877.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -893880.250000 Penalty: 2899.343506
	Iteration 32Q: 3 clusters Score -893880.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -893881.875000 Penalty: 2899.343506
	Iteration 33Q: 3 clusters Score -893881.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -893882.750000 Penalty: 2899.343506
	Iteration 34Q: 3 clusters Score -893882.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -893886.000000 Penalty: 2899.343506
	Iteration 35Q: 3 clusters Score -893886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -893887.437500 Penalty: 2899.343506
	Iteration 36Q: 3 clusters Score -893887.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -893887.062500 Penalty: 2899.343506
	Iteration 37Q: 3 clusters Score -893887.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -893890.500000 Penalty: 2899.343506
	Iteration 38Q: 3 clusters Score -893890.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -893890.812500 Penalty: 2899.343506
	Iteration 39Q: 3 clusters Score -893890.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -893891.562500 Penalty: 2899.343506
	Iteration 40F: 3 clusters Score -893891.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -893894.562500 Penalty: 2899.343506
	Iteration 41Q: 3 clusters Score -893894.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -893897.937500 Penalty: 2899.343506
	Iteration 42Q: 3 clusters Score -893897.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -893900.687500 Penalty: 2899.343506
	Iteration 43Q: 3 clusters Score -893900.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -893905.687500 Penalty: 2899.343506
	Iteration 44Q: 3 clusters Score -893905.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -893907.500000 Penalty: 2899.343506
	Iteration 45Q: 3 clusters Score -893907.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -893908.000000 Penalty: 2899.343506
	Iteration 46Q: 3 clusters Score -893908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -893907.875000 Penalty: 2899.343506
	Iteration 47Q: 3 clusters Score -893907.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -893910.312500 Penalty: 2899.343506
	Iteration 48Q: 3 clusters Score -893910.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -893910.750000 Penalty: 2899.343506
	Iteration 49Q: 3 clusters Score -893910.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -893909.812500 Penalty: 2899.343506
	Iteration 50Q: 3 clusters Score -893909.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -893909.375000 Penalty: 2899.343506
	Iteration 51Q: 3 clusters Score -893909.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -893909.187500 Penalty: 2899.343506
	Iteration 52Q: 3 clusters Score -893909.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -893909.875000 Penalty: 2899.343506
	Iteration 53Q: 3 clusters Score -893909.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -893909.875000 Penalty: 2899.343506
	Iteration 54F: 3 clusters Score -893909.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70657 members 
Entering Unmasked Estep 
Score: -8802858.000000 Penalty: 1814.408691
	Iteration 0F: 2 clusters Score -8802858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -8756609.000000 Penalty: 3628.817383
	Iteration 0F: 3 clusters Score -8756609 nChanged 33478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -8776185.000000 Penalty: 3628.817383
	Iteration 1F: 3 clusters Score -8776185 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -8776902.000000 Penalty: 3628.817383
	Iteration 2Q: 3 clusters Score -8776902 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -8777914.000000 Penalty: 3628.817383
	Iteration 3Q: 3 clusters Score -8777914 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -8779274.000000 Penalty: 3628.817383
	Iteration 4Q: 3 clusters Score -8779274 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -8781466.000000 Penalty: 3628.817383
	Iteration 5F: 3 clusters Score -8781466 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -8784599.000000 Penalty: 3628.817383
	Iteration 6F: 3 clusters Score -8784599 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -8788593.000000 Penalty: 3628.817383
	Iteration 7F: 3 clusters Score -8788593 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -8792219.000000 Penalty: 3628.817383
	Iteration 8F: 3 clusters Score -8792219 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -8794382.000000 Penalty: 3628.817383
	Iteration 9Q: 3 clusters Score -8794382 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -8795332.000000 Penalty: 3628.817383
	Iteration 10Q: 3 clusters Score -8795332 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -8795799.000000 Penalty: 3628.817383
	Iteration 11Q: 3 clusters Score -8795799 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -8796253.000000 Penalty: 3628.817383
	Iteration 12Q: 3 clusters Score -8796253 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -8796629.000000 Penalty: 3628.817383
	Iteration 13Q: 3 clusters Score -8796629 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -8796975.000000 Penalty: 3628.817383
	Iteration 14Q: 3 clusters Score -8796975 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -8797336.000000 Penalty: 3628.817383
	Iteration 15Q: 3 clusters Score -8797336 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -8797632.000000 Penalty: 3628.817383
	Iteration 16Q: 3 clusters Score -8797632 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
Score: -8797921.000000 Penalty: 3628.817383
	Iteration 17Q: 3 clusters Score -8797921 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 58507 members 
Entering Unmasked Estep 
Score: -8798233.000000 Penalty: 3628.817383
	Iteration 18Q: 3 clusters Score -8798233 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -8798475.000000 Penalty: 3628.817383
	Iteration 19Q: 3 clusters Score -8798475 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -8798784.000000 Penalty: 3628.817383
	Iteration 20F: 3 clusters Score -8798784 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
Score: -8798996.000000 Penalty: 3628.817383
	Iteration 21Q: 3 clusters Score -8798996 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 61711 members 
Entering Unmasked Estep 
Score: -8799210.000000 Penalty: 3628.817383
	Iteration 22Q: 3 clusters Score -8799210 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -8799417.000000 Penalty: 3628.817383
	Iteration 23Q: 3 clusters Score -8799417 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 63101 members 
Entering Unmasked Estep 
Score: -8799613.000000 Penalty: 3628.817383
	Iteration 24Q: 3 clusters Score -8799613 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -8799796.000000 Penalty: 3628.817383
	Iteration 25Q: 3 clusters Score -8799796 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 64257 members 
Entering Unmasked Estep 
Score: -8799968.000000 Penalty: 3628.817383
	Iteration 26Q: 3 clusters Score -8799968 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 64760 members 
Entering Unmasked Estep 
Score: -8800071.000000 Penalty: 3628.817383
	Iteration 27Q: 3 clusters Score -8800071 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 65248 members 
Entering Unmasked Estep 
Score: -8800239.000000 Penalty: 3628.817383
	Iteration 28Q: 3 clusters Score -8800239 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 65700 members 
Entering Unmasked Estep 
Score: -8800367.000000 Penalty: 3628.817383
	Iteration 29Q: 3 clusters Score -8800367 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -8800458.000000 Penalty: 3628.817383
	Iteration 30Q: 3 clusters Score -8800458 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 66526 members 
Entering Unmasked Estep 
Score: -8800568.000000 Penalty: 3628.817383
	Iteration 31Q: 3 clusters Score -8800568 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -8800635.000000 Penalty: 3628.817383
	Iteration 32Q: 3 clusters Score -8800635 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 67274 members 
Entering Unmasked Estep 
Score: -8800769.000000 Penalty: 3628.817383
	Iteration 33Q: 3 clusters Score -8800769 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -8800902.000000 Penalty: 3628.817383
	Iteration 34Q: 3 clusters Score -8800902 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 67916 members 
Entering Unmasked Estep 
Score: -8800987.000000 Penalty: 3628.817383
	Iteration 35Q: 3 clusters Score -8800987 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -8801049.000000 Penalty: 3628.817383
	Iteration 36Q: 3 clusters Score -8801049 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 68382 members 
Entering Unmasked Estep 
Score: -8801105.000000 Penalty: 3628.817383
	Iteration 37Q: 3 clusters Score -8801105 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 68553 members 
Entering Unmasked Estep 
Score: -8801157.000000 Penalty: 3628.817383
	Iteration 38Q: 3 clusters Score -8801157 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -8801221.000000 Penalty: 3628.817383
	Iteration 39Q: 3 clusters Score -8801221 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -8801229.000000 Penalty: 3628.817383
	Iteration 40F: 3 clusters Score -8801229 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -8801276.000000 Penalty: 3628.817383
	Iteration 41Q: 3 clusters Score -8801276 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -8801301.000000 Penalty: 3628.817383
	Iteration 42Q: 3 clusters Score -8801301 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 69124 members 
Entering Unmasked Estep 
Score: -8801324.000000 Penalty: 3628.817383
	Iteration 43Q: 3 clusters Score -8801324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 69194 members 
Entering Unmasked Estep 
Score: -8801355.000000 Penalty: 3628.817383
	Iteration 44Q: 3 clusters Score -8801355 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 69268 members 
Entering Unmasked Estep 
Score: -8801351.000000 Penalty: 3628.817383
	Iteration 45Q: 3 clusters Score -8801351 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 69331 members 
Entering Unmasked Estep 
Score: -8801381.000000 Penalty: 3628.817383
	Iteration 46Q: 3 clusters Score -8801381 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -8801397.000000 Penalty: 3628.817383
	Iteration 47Q: 3 clusters Score -8801397 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 69436 members 
Entering Unmasked Estep 
Score: -8801412.000000 Penalty: 3628.817383
	Iteration 48Q: 3 clusters Score -8801412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 69481 members 
Entering Unmasked Estep 
Score: -8801427.000000 Penalty: 3628.817383
	Iteration 49Q: 3 clusters Score -8801427 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 69535 members 
Entering Unmasked Estep 
Score: -8801438.000000 Penalty: 3628.817383
	Iteration 50Q: 3 clusters Score -8801438 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 69576 members 
Entering Unmasked Estep 
Score: -8801437.000000 Penalty: 3628.817383
	Iteration 51Q: 3 clusters Score -8801437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -8801457.000000 Penalty: 3628.817383
	Iteration 52Q: 3 clusters Score -8801457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 69639 members 
Entering Unmasked Estep 
Score: -8801476.000000 Penalty: 3628.817383
	Iteration 53Q: 3 clusters Score -8801476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -8801474.000000 Penalty: 3628.817383
	Iteration 54Q: 3 clusters Score -8801474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 69683 members 
Entering Unmasked Estep 
Score: -8801478.000000 Penalty: 3628.817383
	Iteration 55Q: 3 clusters Score -8801478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -8801480.000000 Penalty: 3628.817383
	Iteration 56Q: 3 clusters Score -8801480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 69712 members 
Entering Unmasked Estep 
Score: -8801473.000000 Penalty: 3628.817383
	Iteration 57Q: 3 clusters Score -8801473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
Score: -8801472.000000 Penalty: 3628.817383
	Iteration 58Q: 3 clusters Score -8801472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 69728 members 
Entering Unmasked Estep 
Score: -8801469.000000 Penalty: 3628.817383
	Iteration 59Q: 3 clusters Score -8801469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 69734 members 
Entering Unmasked Estep 
Score: -8801465.000000 Penalty: 3628.817383
	Iteration 60F: 3 clusters Score -8801465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -8801473.000000 Penalty: 3628.817383
	Iteration 61Q: 3 clusters Score -8801473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
Score: -8801482.000000 Penalty: 3628.817383
	Iteration 62Q: 3 clusters Score -8801482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -8801483.000000 Penalty: 3628.817383
	Iteration 63Q: 3 clusters Score -8801483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -8801478.000000 Penalty: 3628.817383
	Iteration 64Q: 3 clusters Score -8801478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
Score: -8801480.000000 Penalty: 3628.817383
	Iteration 65Q: 3 clusters Score -8801480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -8801474.000000 Penalty: 3628.817383
	Iteration 66Q: 3 clusters Score -8801474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -8801471.000000 Penalty: 3628.817383
	Iteration 67Q: 3 clusters Score -8801471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 69762 members 
Entering Unmasked Estep 
Score: -8801477.000000 Penalty: 3628.817383
	Iteration 68Q: 3 clusters Score -8801477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -8801482.000000 Penalty: 3628.817383
	Iteration 69Q: 3 clusters Score -8801482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 69767 members 
Entering Unmasked Estep 
Score: -8801484.000000 Penalty: 3628.817383
	Iteration 70Q: 3 clusters Score -8801484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -8801482.000000 Penalty: 3628.817383
	Iteration 71Q: 3 clusters Score -8801482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -8801480.000000 Penalty: 3628.817383
	Iteration 72Q: 3 clusters Score -8801480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -8801480.000000 Penalty: 3628.817383
	Iteration 73F: 3 clusters Score -8801480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79750 members 
Entering Unmasked Estep 
Score: -9908199.000000 Penalty: 1834.080933
	Iteration 0F: 2 clusters Score -9908199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -9856587.000000 Penalty: 3668.161865
	Iteration 0F: 3 clusters Score -9856587 nChanged 38147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -9878721.000000 Penalty: 3668.161865
	Iteration 1F: 3 clusters Score -9878721 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -9879335.000000 Penalty: 3668.161865
	Iteration 2Q: 3 clusters Score -9879335 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -9880325.000000 Penalty: 3668.161865
	Iteration 3Q: 3 clusters Score -9880325 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -9881883.000000 Penalty: 3668.161865
	Iteration 4Q: 3 clusters Score -9881883 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -9884372.000000 Penalty: 3668.161865
	Iteration 5F: 3 clusters Score -9884372 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -9888158.000000 Penalty: 3668.161865
	Iteration 6F: 3 clusters Score -9888158 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -9892732.000000 Penalty: 3668.161865
	Iteration 7F: 3 clusters Score -9892732 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -9897537.000000 Penalty: 3668.161865
	Iteration 8F: 3 clusters Score -9897537 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -9901073.000000 Penalty: 3668.161865
	Iteration 9F: 3 clusters Score -9901073 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 75447 members 
Entering Unmasked Estep 
Score: -9903486.000000 Penalty: 3668.161865
	Iteration 10Q: 3 clusters Score -9903486 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -9904813.000000 Penalty: 3668.161865
	Iteration 11Q: 3 clusters Score -9904813 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 78069 members 
Entering Unmasked Estep 
Score: -9905560.000000 Penalty: 3668.161865
	Iteration 12Q: 3 clusters Score -9905560 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 78595 members 
Entering Unmasked Estep 
Score: -9905958.000000 Penalty: 3668.161865
	Iteration 13Q: 3 clusters Score -9905958 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 78882 members 
Entering Unmasked Estep 
Score: -9906174.000000 Penalty: 3668.161865
	Iteration 14Q: 3 clusters Score -9906174 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -9906283.000000 Penalty: 3668.161865
	Iteration 15Q: 3 clusters Score -9906283 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
Score: -9906383.000000 Penalty: 3668.161865
	Iteration 16Q: 3 clusters Score -9906383 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 79205 members 
Entering Unmasked Estep 
Score: -9906441.000000 Penalty: 3668.161865
	Iteration 17Q: 3 clusters Score -9906441 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -9906460.000000 Penalty: 3668.161865
	Iteration 18Q: 3 clusters Score -9906460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
Score: -9906496.000000 Penalty: 3668.161865
	Iteration 19Q: 3 clusters Score -9906496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 79301 members 
Entering Unmasked Estep 
Score: -9906527.000000 Penalty: 3668.161865
	Iteration 20F: 3 clusters Score -9906527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 79323 members 
Entering Unmasked Estep 
Score: -9906539.000000 Penalty: 3668.161865
	Iteration 21Q: 3 clusters Score -9906539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
Score: -9906550.000000 Penalty: 3668.161865
	Iteration 22Q: 3 clusters Score -9906550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
Score: -9906557.000000 Penalty: 3668.161865
	Iteration 23Q: 3 clusters Score -9906557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 79341 members 
Entering Unmasked Estep 
Score: -9906560.000000 Penalty: 3668.161865
	Iteration 24Q: 3 clusters Score -9906560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 79342 members 
Entering Unmasked Estep 
Score: -9906568.000000 Penalty: 3668.161865
	Iteration 25Q: 3 clusters Score -9906568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -9906567.000000 Penalty: 3668.161865
	Iteration 26Q: 3 clusters Score -9906567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 79346 members 
Entering Unmasked Estep 
Score: -9906579.000000 Penalty: 3668.161865
	Iteration 27Q: 3 clusters Score -9906579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -9906573.000000 Penalty: 3668.161865
	Iteration 28Q: 3 clusters Score -9906573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -9906572.000000 Penalty: 3668.161865
	Iteration 29Q: 3 clusters Score -9906572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -9906581.000000 Penalty: 3668.161865
	Iteration 30Q: 3 clusters Score -9906581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -9906588.000000 Penalty: 3668.161865
	Iteration 31Q: 3 clusters Score -9906588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -9906604.000000 Penalty: 3668.161865
	Iteration 32Q: 3 clusters Score -9906604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -9906598.000000 Penalty: 3668.161865
	Iteration 33Q: 3 clusters Score -9906598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -9906605.000000 Penalty: 3668.161865
	Iteration 34Q: 3 clusters Score -9906605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -9906600.000000 Penalty: 3668.161865
	Iteration 35Q: 3 clusters Score -9906600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -9906600.000000 Penalty: 3668.161865
	Iteration 36F: 3 clusters Score -9906600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Entering Unmasked Estep 
Score: -572464.062500 Penalty: 1370.282349
	Iteration 0F: 2 clusters Score -572464.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -568731.062500 Penalty: 2740.564697
	Iteration 0F: 3 clusters Score -568731.1 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -569761.250000 Penalty: 2740.564697
	Iteration 1F: 3 clusters Score -569761.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -569922.875000 Penalty: 2740.564697
	Iteration 2F: 3 clusters Score -569922.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -570036.500000 Penalty: 2740.564697
	Iteration 3Q: 3 clusters Score -570036.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -570114.687500 Penalty: 2740.564697
	Iteration 4Q: 3 clusters Score -570114.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -570173.312500 Penalty: 2740.564697
	Iteration 5Q: 3 clusters Score -570173.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -570230.312500 Penalty: 2740.564697
	Iteration 6Q: 3 clusters Score -570230.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -570286.812500 Penalty: 2740.564697
	Iteration 7Q: 3 clusters Score -570286.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -570345.250000 Penalty: 2740.564697
	Iteration 8Q: 3 clusters Score -570345.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -570395.375000 Penalty: 2740.564697
	Iteration 9Q: 3 clusters Score -570395.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -570440.500000 Penalty: 2740.564697
	Iteration 10Q: 3 clusters Score -570440.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -570486.750000 Penalty: 2740.564697
	Iteration 11Q: 3 clusters Score -570486.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -570525.000000 Penalty: 2740.564697
	Iteration 12Q: 3 clusters Score -570525 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -570569.000000 Penalty: 2740.564697
	Iteration 13Q: 3 clusters Score -570569 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -570614.187500 Penalty: 2740.564697
	Iteration 14Q: 3 clusters Score -570614.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -570654.687500 Penalty: 2740.564697
	Iteration 15Q: 3 clusters Score -570654.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -570682.937500 Penalty: 2740.564697
	Iteration 16Q: 3 clusters Score -570682.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -570718.625000 Penalty: 2740.564697
	Iteration 17Q: 3 clusters Score -570718.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -570752.750000 Penalty: 2740.564697
	Iteration 18Q: 3 clusters Score -570752.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -570789.437500 Penalty: 2740.564697
	Iteration 19Q: 3 clusters Score -570789.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -570829.437500 Penalty: 2740.564697
	Iteration 20F: 3 clusters Score -570829.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -570875.812500 Penalty: 2740.564697
	Iteration 21Q: 3 clusters Score -570875.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -570915.250000 Penalty: 2740.564697
	Iteration 22Q: 3 clusters Score -570915.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -570947.312500 Penalty: 2740.564697
	Iteration 23Q: 3 clusters Score -570947.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -570975.375000 Penalty: 2740.564697
	Iteration 24Q: 3 clusters Score -570975.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -571001.062500 Penalty: 2740.564697
	Iteration 25Q: 3 clusters Score -571001.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -571016.500000 Penalty: 2740.564697
	Iteration 26Q: 3 clusters Score -571016.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -571030.875000 Penalty: 2740.564697
	Iteration 27Q: 3 clusters Score -571030.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -571041.000000 Penalty: 2740.564697
	Iteration 28Q: 3 clusters Score -571041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -571052.250000 Penalty: 2740.564697
	Iteration 29Q: 3 clusters Score -571052.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -571064.125000 Penalty: 2740.564697
	Iteration 30Q: 3 clusters Score -571064.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -571078.750000 Penalty: 2740.564697
	Iteration 31Q: 3 clusters Score -571078.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -571096.687500 Penalty: 2740.564697
	Iteration 32Q: 3 clusters Score -571096.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -571117.750000 Penalty: 2740.564697
	Iteration 33Q: 3 clusters Score -571117.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -571136.125000 Penalty: 2740.564697
	Iteration 34Q: 3 clusters Score -571136.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -571145.500000 Penalty: 2740.564697
	Iteration 35Q: 3 clusters Score -571145.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -571155.750000 Penalty: 2740.564697
	Iteration 36Q: 3 clusters Score -571155.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -571169.000000 Penalty: 2740.564697
	Iteration 37Q: 3 clusters Score -571169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -571181.187500 Penalty: 2740.564697
	Iteration 38Q: 3 clusters Score -571181.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -571188.687500 Penalty: 2740.564697
	Iteration 39Q: 3 clusters Score -571188.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -571201.000000 Penalty: 2740.564697
	Iteration 40F: 3 clusters Score -571201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -571213.312500 Penalty: 2740.564697
	Iteration 41Q: 3 clusters Score -571213.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -571220.562500 Penalty: 2740.564697
	Iteration 42Q: 3 clusters Score -571220.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -571231.000000 Penalty: 2740.564697
	Iteration 43Q: 3 clusters Score -571231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -571236.500000 Penalty: 2740.564697
	Iteration 44Q: 3 clusters Score -571236.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -571242.812500 Penalty: 2740.564697
	Iteration 45Q: 3 clusters Score -571242.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -571250.000000 Penalty: 2740.564697
	Iteration 46Q: 3 clusters Score -571250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -571253.812500 Penalty: 2740.564697
	Iteration 47Q: 3 clusters Score -571253.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -571259.187500 Penalty: 2740.564697
	Iteration 48Q: 3 clusters Score -571259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -571261.750000 Penalty: 2740.564697
	Iteration 49Q: 3 clusters Score -571261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -571262.000000 Penalty: 2740.564697
	Iteration 50Q: 3 clusters Score -571262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -571263.062500 Penalty: 2740.564697
	Iteration 51Q: 3 clusters Score -571263.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -571265.812500 Penalty: 2740.564697
	Iteration 52Q: 3 clusters Score -571265.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -571265.812500 Penalty: 2740.564697
	Iteration 53Q: 3 clusters Score -571265.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -571265.812500 Penalty: 2740.564697
	Iteration 54F: 3 clusters Score -571265.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Entering Unmasked Estep 
Score: -357431.812500 Penalty: 1292.471313
	Iteration 0F: 2 clusters Score -357431.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -354819.750000 Penalty: 2584.942627
	Iteration 0F: 3 clusters Score -354819.8 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -355395.718750 Penalty: 2584.942627
	Iteration 1F: 3 clusters Score -355395.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -355512.218750 Penalty: 2584.942627
	Iteration 2F: 3 clusters Score -355512.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -355574.500000 Penalty: 2584.942627
	Iteration 3Q: 3 clusters Score -355574.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -355619.500000 Penalty: 2584.942627
	Iteration 4Q: 3 clusters Score -355619.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -355644.593750 Penalty: 2584.942627
	Iteration 5Q: 3 clusters Score -355644.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -355662.593750 Penalty: 2584.942627
	Iteration 6Q: 3 clusters Score -355662.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -355677.968750 Penalty: 2584.942627
	Iteration 7Q: 3 clusters Score -355678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -355687.625000 Penalty: 2584.942627
	Iteration 8Q: 3 clusters Score -355687.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -355696.718750 Penalty: 2584.942627
	Iteration 9Q: 3 clusters Score -355696.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -355703.625000 Penalty: 2584.942627
	Iteration 10Q: 3 clusters Score -355703.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -355711.218750 Penalty: 2584.942627
	Iteration 11Q: 3 clusters Score -355711.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -355718.812500 Penalty: 2584.942627
	Iteration 12Q: 3 clusters Score -355718.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -355726.187500 Penalty: 2584.942627
	Iteration 13Q: 3 clusters Score -355726.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -355732.281250 Penalty: 2584.942627
	Iteration 14Q: 3 clusters Score -355732.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -355737.437500 Penalty: 2584.942627
	Iteration 15Q: 3 clusters Score -355737.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -355740.500000 Penalty: 2584.942627
	Iteration 16Q: 3 clusters Score -355740.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -355742.312500 Penalty: 2584.942627
	Iteration 17Q: 3 clusters Score -355742.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -355744.281250 Penalty: 2584.942627
	Iteration 18Q: 3 clusters Score -355744.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -355746.437500 Penalty: 2584.942627
	Iteration 19Q: 3 clusters Score -355746.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -355747.500000 Penalty: 2584.942627
	Iteration 20F: 3 clusters Score -355747.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -355749.312500 Penalty: 2584.942627
	Iteration 21Q: 3 clusters Score -355749.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -355750.875000 Penalty: 2584.942627
	Iteration 22Q: 3 clusters Score -355750.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -355751.343750 Penalty: 2584.942627
	Iteration 23Q: 3 clusters Score -355751.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -355752.625000 Penalty: 2584.942627
	Iteration 24Q: 3 clusters Score -355752.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -355754.718750 Penalty: 2584.942627
	Iteration 25Q: 3 clusters Score -355754.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -355759.500000 Penalty: 2584.942627
	Iteration 26Q: 3 clusters Score -355759.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -355763.437500 Penalty: 2584.942627
	Iteration 27Q: 3 clusters Score -355763.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -355765.968750 Penalty: 2584.942627
	Iteration 28Q: 3 clusters Score -355766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -355767.125000 Penalty: 2584.942627
	Iteration 29Q: 3 clusters Score -355767.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -355767.937500 Penalty: 2584.942627
	Iteration 30Q: 3 clusters Score -355767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -355767.906250 Penalty: 2584.942627
	Iteration 31Q: 3 clusters Score -355767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -355768.468750 Penalty: 2584.942627
	Iteration 32Q: 3 clusters Score -355768.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -355769.656250 Penalty: 2584.942627
	Iteration 33Q: 3 clusters Score -355769.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -355770.125000 Penalty: 2584.942627
	Iteration 34Q: 3 clusters Score -355770.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -355770.625000 Penalty: 2584.942627
	Iteration 35Q: 3 clusters Score -355770.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -355770.625000 Penalty: 2584.942627
	Iteration 36F: 3 clusters Score -355770.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -96243.007812 Penalty: 1083.380493
	Iteration 0F: 2 clusters Score -96243.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -94937.632812 Penalty: 2166.760986
	Iteration 0F: 3 clusters Score -94937.63 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -95140.054688 Penalty: 2166.760986
	Iteration 1F: 3 clusters Score -95140.05 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95207.296875 Penalty: 2166.760986
	Iteration 2F: 3 clusters Score -95207.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95238.023438 Penalty: 2166.760986
	Iteration 3Q: 3 clusters Score -95238.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95255.632812 Penalty: 2166.760986
	Iteration 4Q: 3 clusters Score -95255.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -95267.414062 Penalty: 2166.760986
	Iteration 5Q: 3 clusters Score -95267.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95277.031250 Penalty: 2166.760986
	Iteration 6Q: 3 clusters Score -95277.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95281.937500 Penalty: 2166.760986
	Iteration 7Q: 3 clusters Score -95281.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95281.937500 Penalty: 2166.760986
	Iteration 8F: 3 clusters Score -95281.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56104.304688 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56104.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55170.773438 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55170.77 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -55281.277344 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55281.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55317.546875 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55317.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -55323.753906 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55323.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -55325.468750 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55325.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -55327.214844 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55327.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -55327.214844 Penalty: 1890.561035
	Iteration 6F: 3 clusters Score -55327.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Entering Unmasked Estep 
Score: -2814297.000000 Penalty: 1633.553955
	Iteration 0F: 2 clusters Score -2814297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2798588.750000 Penalty: 3267.107910
	Iteration 0F: 3 clusters Score -2798589 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2804397.000000 Penalty: 3267.107910
	Iteration 1F: 3 clusters Score -2804397 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2804776.750000 Penalty: 3267.107910
	Iteration 2Q: 3 clusters Score -2804777 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2805122.000000 Penalty: 3267.107910
	Iteration 3Q: 3 clusters Score -2805122 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2805463.750000 Penalty: 3267.107910
	Iteration 4Q: 3 clusters Score -2805464 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2805841.750000 Penalty: 3267.107910
	Iteration 5Q: 3 clusters Score -2805842 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2806307.750000 Penalty: 3267.107910
	Iteration 6Q: 3 clusters Score -2806308 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2806935.750000 Penalty: 3267.107910
	Iteration 7Q: 3 clusters Score -2806936 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2807693.250000 Penalty: 3267.107910
	Iteration 8F: 3 clusters Score -2807693 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2808651.250000 Penalty: 3267.107910
	Iteration 9F: 3 clusters Score -2808651 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2809727.500000 Penalty: 3267.107910
	Iteration 10F: 3 clusters Score -2809728 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2810833.500000 Penalty: 3267.107910
	Iteration 11F: 3 clusters Score -2810834 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2811667.500000 Penalty: 3267.107910
	Iteration 12Q: 3 clusters Score -2811668 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2812182.500000 Penalty: 3267.107910
	Iteration 13Q: 3 clusters Score -2812182 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -2812497.000000 Penalty: 3267.107910
	Iteration 14Q: 3 clusters Score -2812497 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -2812627.000000 Penalty: 3267.107910
	Iteration 15Q: 3 clusters Score -2812627 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -2812722.500000 Penalty: 3267.107910
	Iteration 16Q: 3 clusters Score -2812722 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -2812784.250000 Penalty: 3267.107910
	Iteration 17Q: 3 clusters Score -2812784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -2812817.750000 Penalty: 3267.107910
	Iteration 18Q: 3 clusters Score -2812818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -2812854.000000 Penalty: 3267.107910
	Iteration 19Q: 3 clusters Score -2812854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -2812874.250000 Penalty: 3267.107910
	Iteration 20F: 3 clusters Score -2812874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -2812890.500000 Penalty: 3267.107910
	Iteration 21Q: 3 clusters Score -2812890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -2812899.250000 Penalty: 3267.107910
	Iteration 22Q: 3 clusters Score -2812899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -2812908.500000 Penalty: 3267.107910
	Iteration 23Q: 3 clusters Score -2812908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -2812914.250000 Penalty: 3267.107910
	Iteration 24Q: 3 clusters Score -2812914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -2812917.000000 Penalty: 3267.107910
	Iteration 25Q: 3 clusters Score -2812917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -2812920.500000 Penalty: 3267.107910
	Iteration 26Q: 3 clusters Score -2812920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -2812920.500000 Penalty: 3267.107910
	Iteration 27F: 3 clusters Score -2812920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (80061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80061 members 
Entering Unmasked Estep 
Score: -9913069.000000 Penalty: 1834.713501
	Iteration 0F: 2 clusters Score -9913069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -9861202.000000 Penalty: 3669.427002
	Iteration 0F: 3 clusters Score -9861202 nChanged 38129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -9883317.000000 Penalty: 3669.427002
	Iteration 1F: 3 clusters Score -9883317 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -9884482.000000 Penalty: 3669.427002
	Iteration 2Q: 3 clusters Score -9884482 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -9886636.000000 Penalty: 3669.427002
	Iteration 3F: 3 clusters Score -9886636 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -9890495.000000 Penalty: 3669.427002
	Iteration 4F: 3 clusters Score -9890495 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 64976 members 
Entering Unmasked Estep 
Score: -9896523.000000 Penalty: 3669.427002
	Iteration 5F: 3 clusters Score -9896523 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 72394 members 
Entering Unmasked Estep 
Score: -9903660.000000 Penalty: 3669.427002
	Iteration 6F: 3 clusters Score -9903660 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 77362 members 
Entering Unmasked Estep 
Score: -9908588.000000 Penalty: 3669.427002
	Iteration 7F: 3 clusters Score -9908588 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 79331 members 
Entering Unmasked Estep 
Score: -9910601.000000 Penalty: 3669.427002
	Iteration 8Q: 3 clusters Score -9910601 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -9911163.000000 Penalty: 3669.427002
	Iteration 9Q: 3 clusters Score -9911163 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 79928 members 
Entering Unmasked Estep 
Score: -9911325.000000 Penalty: 3669.427002
	Iteration 10Q: 3 clusters Score -9911325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -9911359.000000 Penalty: 3669.427002
	Iteration 11Q: 3 clusters Score -9911359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 79950 members 
Entering Unmasked Estep 
Score: -9911386.000000 Penalty: 3669.427002
	Iteration 12Q: 3 clusters Score -9911386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
Score: -9911398.000000 Penalty: 3669.427002
	Iteration 13Q: 3 clusters Score -9911398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 79953 members 
Entering Unmasked Estep 
Score: -9911400.000000 Penalty: 3669.427002
	Iteration 14Q: 3 clusters Score -9911400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 79954 members 
Entering Unmasked Estep 
Score: -9911399.000000 Penalty: 3669.427002
	Iteration 15Q: 3 clusters Score -9911399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 79954 members 
Entering Unmasked Estep 
Score: -9911399.000000 Penalty: 3669.427002
	Iteration 16F: 3 clusters Score -9911399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Entering Unmasked Estep 
Score: -298751.093750 Penalty: 1265.853638
	Iteration 0F: 2 clusters Score -298751.1 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 1223 members 
Entering Unmasked Estep 
Score: -296400.625000 Penalty: 2531.707275
	Iteration 0F: 3 clusters Score -296400.6 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -296912.718750 Penalty: 2531.707275
	Iteration 1F: 3 clusters Score -296912.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -297013.281250 Penalty: 2531.707275
	Iteration 2F: 3 clusters Score -297013.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -297060.687500 Penalty: 2531.707275
	Iteration 3Q: 3 clusters Score -297060.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -297089.312500 Penalty: 2531.707275
	Iteration 4Q: 3 clusters Score -297089.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -297109.125000 Penalty: 2531.707275
	Iteration 5Q: 3 clusters Score -297109.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -297122.250000 Penalty: 2531.707275
	Iteration 6Q: 3 clusters Score -297122.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -297134.187500 Penalty: 2531.707275
	Iteration 7Q: 3 clusters Score -297134.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -297146.843750 Penalty: 2531.707275
	Iteration 8Q: 3 clusters Score -297146.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -297163.968750 Penalty: 2531.707275
	Iteration 9Q: 3 clusters Score -297164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -297180.937500 Penalty: 2531.707275
	Iteration 10Q: 3 clusters Score -297180.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -297191.093750 Penalty: 2531.707275
	Iteration 11Q: 3 clusters Score -297191.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -297197.062500 Penalty: 2531.707275
	Iteration 12Q: 3 clusters Score -297197.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -297205.093750 Penalty: 2531.707275
	Iteration 13Q: 3 clusters Score -297205.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -297214.562500 Penalty: 2531.707275
	Iteration 14Q: 3 clusters Score -297214.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -297226.968750 Penalty: 2531.707275
	Iteration 15Q: 3 clusters Score -297227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -297242.750000 Penalty: 2531.707275
	Iteration 16Q: 3 clusters Score -297242.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -297257.343750 Penalty: 2531.707275
	Iteration 17Q: 3 clusters Score -297257.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -297270.812500 Penalty: 2531.707275
	Iteration 18Q: 3 clusters Score -297270.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -297283.656250 Penalty: 2531.707275
	Iteration 19Q: 3 clusters Score -297283.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -297294.031250 Penalty: 2531.707275
	Iteration 20F: 3 clusters Score -297294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -297300.750000 Penalty: 2531.707275
	Iteration 21Q: 3 clusters Score -297300.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -297307.031250 Penalty: 2531.707275
	Iteration 22Q: 3 clusters Score -297307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -297311.218750 Penalty: 2531.707275
	Iteration 23Q: 3 clusters Score -297311.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -297316.531250 Penalty: 2531.707275
	Iteration 24Q: 3 clusters Score -297316.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -297322.281250 Penalty: 2531.707275
	Iteration 25Q: 3 clusters Score -297322.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -297326.093750 Penalty: 2531.707275
	Iteration 26Q: 3 clusters Score -297326.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -297329.375000 Penalty: 2531.707275
	Iteration 27Q: 3 clusters Score -297329.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -297332.812500 Penalty: 2531.707275
	Iteration 28Q: 3 clusters Score -297332.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -297336.656250 Penalty: 2531.707275
	Iteration 29Q: 3 clusters Score -297336.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -297340.437500 Penalty: 2531.707275
	Iteration 30Q: 3 clusters Score -297340.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -297342.843750 Penalty: 2531.707275
	Iteration 31Q: 3 clusters Score -297342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -297345.375000 Penalty: 2531.707275
	Iteration 32Q: 3 clusters Score -297345.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -297350.843750 Penalty: 2531.707275
	Iteration 33Q: 3 clusters Score -297350.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -297357.718750 Penalty: 2531.707275
	Iteration 34Q: 3 clusters Score -297357.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -297367.156250 Penalty: 2531.707275
	Iteration 35Q: 3 clusters Score -297367.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -297375.750000 Penalty: 2531.707275
	Iteration 36Q: 3 clusters Score -297375.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -297383.562500 Penalty: 2531.707275
	Iteration 37Q: 3 clusters Score -297383.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -297390.843750 Penalty: 2531.707275
	Iteration 38Q: 3 clusters Score -297390.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -297398.875000 Penalty: 2531.707275
	Iteration 39Q: 3 clusters Score -297398.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -297412.843750 Penalty: 2531.707275
	Iteration 40F: 3 clusters Score -297412.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -297424.843750 Penalty: 2531.707275
	Iteration 41Q: 3 clusters Score -297424.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -297435.343750 Penalty: 2531.707275
	Iteration 42Q: 3 clusters Score -297435.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -297447.156250 Penalty: 2531.707275
	Iteration 43Q: 3 clusters Score -297447.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -297457.906250 Penalty: 2531.707275
	Iteration 44Q: 3 clusters Score -297457.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -297468.125000 Penalty: 2531.707275
	Iteration 45Q: 3 clusters Score -297468.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -297476.468750 Penalty: 2531.707275
	Iteration 46Q: 3 clusters Score -297476.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -297487.625000 Penalty: 2531.707275
	Iteration 47Q: 3 clusters Score -297487.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -297496.562500 Penalty: 2531.707275
	Iteration 48Q: 3 clusters Score -297496.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -297502.125000 Penalty: 2531.707275
	Iteration 49Q: 3 clusters Score -297502.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -297510.437500 Penalty: 2531.707275
	Iteration 50Q: 3 clusters Score -297510.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -297517.718750 Penalty: 2531.707275
	Iteration 51Q: 3 clusters Score -297517.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -297522.250000 Penalty: 2531.707275
	Iteration 52Q: 3 clusters Score -297522.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -297529.718750 Penalty: 2531.707275
	Iteration 53Q: 3 clusters Score -297529.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -297537.343750 Penalty: 2531.707275
	Iteration 54Q: 3 clusters Score -297537.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -297543.562500 Penalty: 2531.707275
	Iteration 55Q: 3 clusters Score -297543.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -297553.468750 Penalty: 2531.707275
	Iteration 56Q: 3 clusters Score -297553.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -297564.250000 Penalty: 2531.707275
	Iteration 57Q: 3 clusters Score -297564.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -297581.062500 Penalty: 2531.707275
	Iteration 58Q: 3 clusters Score -297581.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -297591.062500 Penalty: 2531.707275
	Iteration 59Q: 3 clusters Score -297591.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -297601.875000 Penalty: 2531.707275
	Iteration 60F: 3 clusters Score -297601.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -297608.437500 Penalty: 2531.707275
	Iteration 61Q: 3 clusters Score -297608.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -297617.218750 Penalty: 2531.707275
	Iteration 62Q: 3 clusters Score -297617.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -297621.062500 Penalty: 2531.707275
	Iteration 63Q: 3 clusters Score -297621.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -297622.406250 Penalty: 2531.707275
	Iteration 64Q: 3 clusters Score -297622.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -297624.000000 Penalty: 2531.707275
	Iteration 65Q: 3 clusters Score -297624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -297625.593750 Penalty: 2531.707275
	Iteration 66Q: 3 clusters Score -297625.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -297625.593750 Penalty: 2531.707275
	Iteration 67F: 3 clusters Score -297625.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Entering Unmasked Estep 
Score: -560536.437500 Penalty: 1364.154907
	Iteration 0F: 2 clusters Score -560536.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -556921.187500 Penalty: 2728.309814
	Iteration 0F: 3 clusters Score -556921.2 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -557867.312500 Penalty: 2728.309814
	Iteration 1F: 3 clusters Score -557867.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -558000.562500 Penalty: 2728.309814
	Iteration 2F: 3 clusters Score -558000.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -558083.500000 Penalty: 2728.309814
	Iteration 3Q: 3 clusters Score -558083.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -558145.187500 Penalty: 2728.309814
	Iteration 4Q: 3 clusters Score -558145.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -558197.500000 Penalty: 2728.309814
	Iteration 5Q: 3 clusters Score -558197.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -558253.375000 Penalty: 2728.309814
	Iteration 6Q: 3 clusters Score -558253.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -558301.500000 Penalty: 2728.309814
	Iteration 7Q: 3 clusters Score -558301.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -558356.812500 Penalty: 2728.309814
	Iteration 8Q: 3 clusters Score -558356.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -558425.750000 Penalty: 2728.309814
	Iteration 9Q: 3 clusters Score -558425.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -558490.000000 Penalty: 2728.309814
	Iteration 10Q: 3 clusters Score -558490 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -558562.312500 Penalty: 2728.309814
	Iteration 11Q: 3 clusters Score -558562.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -558654.062500 Penalty: 2728.309814
	Iteration 12Q: 3 clusters Score -558654.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -558758.562500 Penalty: 2728.309814
	Iteration 13Q: 3 clusters Score -558758.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -558841.375000 Penalty: 2728.309814
	Iteration 14Q: 3 clusters Score -558841.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -558932.375000 Penalty: 2728.309814
	Iteration 15Q: 3 clusters Score -558932.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -559029.625000 Penalty: 2728.309814
	Iteration 16Q: 3 clusters Score -559029.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -559109.687500 Penalty: 2728.309814
	Iteration 17Q: 3 clusters Score -559109.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -559159.187500 Penalty: 2728.309814
	Iteration 18Q: 3 clusters Score -559159.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -559193.187500 Penalty: 2728.309814
	Iteration 19Q: 3 clusters Score -559193.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -559221.312500 Penalty: 2728.309814
	Iteration 20F: 3 clusters Score -559221.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -559242.937500 Penalty: 2728.309814
	Iteration 21Q: 3 clusters Score -559242.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -559261.875000 Penalty: 2728.309814
	Iteration 22Q: 3 clusters Score -559261.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -559282.687500 Penalty: 2728.309814
	Iteration 23Q: 3 clusters Score -559282.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -559300.437500 Penalty: 2728.309814
	Iteration 24Q: 3 clusters Score -559300.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -559311.875000 Penalty: 2728.309814
	Iteration 25Q: 3 clusters Score -559311.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -559322.562500 Penalty: 2728.309814
	Iteration 26Q: 3 clusters Score -559322.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -559332.500000 Penalty: 2728.309814
	Iteration 27Q: 3 clusters Score -559332.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -559338.125000 Penalty: 2728.309814
	Iteration 28Q: 3 clusters Score -559338.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -559341.312500 Penalty: 2728.309814
	Iteration 29Q: 3 clusters Score -559341.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -559345.500000 Penalty: 2728.309814
	Iteration 30Q: 3 clusters Score -559345.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -559349.937500 Penalty: 2728.309814
	Iteration 31Q: 3 clusters Score -559349.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -559351.187500 Penalty: 2728.309814
	Iteration 32Q: 3 clusters Score -559351.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -559351.187500 Penalty: 2728.309814
	Iteration 33F: 3 clusters Score -559351.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 58612 members 
Mstep: Class 3 contains 61214 members 
Mstep: Class 4 contains 45886 members 
Mstep: Class 5 contains 42284 members 
Mstep: Class 7 contains 45195 members 
Mstep: Class 8 contains 89509 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 70657 members 
Mstep: Class 13 contains 79750 members 
Mstep: Class 14 contains 4594 members 
Mstep: Class 15 contains 2846 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23217 members 
Mstep: Class 22 contains 80061 members 
Mstep: Class 23 contains 2416 members 
Mstep: Class 24 contains 4424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578432.000000 Penalty: 39018.101562
Iteration 359Q: 19 clusters Score -7.557843e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 58609 members 
Mstep: Class 3 contains 61243 members 
Mstep: Class 4 contains 45891 members 
Mstep: Class 5 contains 42286 members 
Mstep: Class 7 contains 45189 members 
Mstep: Class 8 contains 89507 members 
Mstep: Class 9 contains 7486 members 
Mstep: Class 10 contains 70652 members 
Mstep: Class 13 contains 79746 members 
Mstep: Class 14 contains 4589 members 
Mstep: Class 15 contains 2846 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23217 members 
Mstep: Class 22 contains 80051 members 
Mstep: Class 23 contains 2418 members 
Mstep: Class 24 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578488.000000 Penalty: 39018.101562
Iteration 360F: 19 clusters Score -7.557849e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 58612 members 
Mstep: Class 3 contains 61263 members 
Mstep: Class 4 contains 45893 members 
Mstep: Class 5 contains 42287 members 
Mstep: Class 7 contains 45195 members 
Mstep: Class 8 contains 89511 members 
Mstep: Class 9 contains 7483 members 
Mstep: Class 10 contains 70652 members 
Mstep: Class 13 contains 79748 members 
Mstep: Class 14 contains 4574 members 
Mstep: Class 15 contains 2846 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23217 members 
Mstep: Class 22 contains 80029 members 
Mstep: Class 23 contains 2418 members 
Mstep: Class 24 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578520.000000 Penalty: 39018.101562
Iteration 361Q: 19 clusters Score -7.557852e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 58609 members 
Mstep: Class 3 contains 61290 members 
Mstep: Class 4 contains 45891 members 
Mstep: Class 5 contains 42290 members 
Mstep: Class 7 contains 45201 members 
Mstep: Class 8 contains 89501 members 
Mstep: Class 9 contains 7483 members 
Mstep: Class 10 contains 70648 members 
Mstep: Class 13 contains 79755 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23213 members 
Mstep: Class 22 contains 80016 members 
Mstep: Class 23 contains 2420 members 
Mstep: Class 24 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578576.000000 Penalty: 39018.101562
Iteration 362Q: 19 clusters Score -7.557858e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 58612 members 
Mstep: Class 3 contains 61313 members 
Mstep: Class 4 contains 45899 members 
Mstep: Class 5 contains 42287 members 
Mstep: Class 7 contains 45202 members 
Mstep: Class 8 contains 89504 members 
Mstep: Class 9 contains 7482 members 
Mstep: Class 10 contains 70649 members 
Mstep: Class 13 contains 79744 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23209 members 
Mstep: Class 22 contains 79998 members 
Mstep: Class 23 contains 2420 members 
Mstep: Class 24 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578592.000000 Penalty: 39018.101562
Iteration 363Q: 19 clusters Score -7.557859e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 58611 members 
Mstep: Class 3 contains 61325 members 
Mstep: Class 4 contains 45898 members 
Mstep: Class 5 contains 42289 members 
Mstep: Class 7 contains 45201 members 
Mstep: Class 8 contains 89515 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 70651 members 
Mstep: Class 13 contains 79740 members 
Mstep: Class 14 contains 4562 members 
Mstep: Class 15 contains 2843 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23209 members 
Mstep: Class 22 contains 79987 members 
Mstep: Class 23 contains 2420 members 
Mstep: Class 24 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578640.000000 Penalty: 39018.101562
Iteration 364Q: 19 clusters Score -7.557864e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 58609 members 
Mstep: Class 3 contains 61336 members 
Mstep: Class 4 contains 45903 members 
Mstep: Class 5 contains 42292 members 
Mstep: Class 7 contains 45206 members 
Mstep: Class 8 contains 89511 members 
Mstep: Class 9 contains 7470 members 
Mstep: Class 10 contains 70658 members 
Mstep: Class 13 contains 79737 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23212 members 
Mstep: Class 22 contains 79972 members 
Mstep: Class 23 contains 2420 members 
Mstep: Class 24 contains 4429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578592.000000 Penalty: 39018.101562
Iteration 365Q: 19 clusters Score -7.557859e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 58607 members 
Mstep: Class 3 contains 61347 members 
Mstep: Class 4 contains 45905 members 
Mstep: Class 5 contains 42293 members 
Mstep: Class 7 contains 45208 members 
Mstep: Class 8 contains 89515 members 
Mstep: Class 9 contains 7464 members 
Mstep: Class 10 contains 70665 members 
Mstep: Class 13 contains 79731 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 2848 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23217 members 
Mstep: Class 22 contains 79950 members 
Mstep: Class 23 contains 2420 members 
Mstep: Class 24 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578656.000000 Penalty: 39018.101562
Iteration 366Q: 19 clusters Score -7.557866e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 58611 members 
Mstep: Class 3 contains 61357 members 
Mstep: Class 4 contains 45905 members 
Mstep: Class 5 contains 42300 members 
Mstep: Class 7 contains 45206 members 
Mstep: Class 8 contains 89517 members 
Mstep: Class 9 contains 7458 members 
Mstep: Class 10 contains 70672 members 
Mstep: Class 13 contains 79729 members 
Mstep: Class 14 contains 4549 members 
Mstep: Class 15 contains 2848 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23224 members 
Mstep: Class 22 contains 79929 members 
Mstep: Class 23 contains 2420 members 
Mstep: Class 24 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578600.000000 Penalty: 39018.101562
Iteration 367Q: 19 clusters Score -7.55786e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 58606 members 
Mstep: Class 3 contains 61361 members 
Mstep: Class 4 contains 45912 members 
Mstep: Class 5 contains 42315 members 
Mstep: Class 7 contains 45205 members 
Mstep: Class 8 contains 89522 members 
Mstep: Class 9 contains 7452 members 
Mstep: Class 10 contains 70677 members 
Mstep: Class 13 contains 79725 members 
Mstep: Class 14 contains 4547 members 
Mstep: Class 15 contains 2849 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23225 members 
Mstep: Class 22 contains 79905 members 
Mstep: Class 23 contains 2421 members 
Mstep: Class 24 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578528.000000 Penalty: 39018.101562
Iteration 368Q: 19 clusters Score -7.557853e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 58603 members 
Mstep: Class 3 contains 61363 members 
Mstep: Class 4 contains 45920 members 
Mstep: Class 5 contains 42325 members 
Mstep: Class 7 contains 45205 members 
Mstep: Class 8 contains 89532 members 
Mstep: Class 9 contains 7446 members 
Mstep: Class 10 contains 70679 members 
Mstep: Class 13 contains 79726 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2850 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23230 members 
Mstep: Class 22 contains 79884 members 
Mstep: Class 23 contains 2420 members 
Mstep: Class 24 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578472.000000 Penalty: 39018.101562
Iteration 369Q: 19 clusters Score -7.557847e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 58603 members 
Mstep: Class 3 contains 61362 members 
Mstep: Class 4 contains 45931 members 
Mstep: Class 5 contains 42331 members 
Mstep: Class 7 contains 45210 members 
Mstep: Class 8 contains 89543 members 
Mstep: Class 9 contains 7439 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79724 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 2850 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23235 members 
Mstep: Class 22 contains 79864 members 
Mstep: Class 23 contains 2420 members 
Mstep: Class 24 contains 4431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578616.000000 Penalty: 39018.101562
Iteration 370Q: 19 clusters Score -7.557862e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 58605 members 
Mstep: Class 3 contains 61363 members 
Mstep: Class 4 contains 45938 members 
Mstep: Class 5 contains 42335 members 
Mstep: Class 7 contains 45213 members 
Mstep: Class 8 contains 89553 members 
Mstep: Class 9 contains 7428 members 
Mstep: Class 10 contains 70687 members 
Mstep: Class 13 contains 79723 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23245 members 
Mstep: Class 22 contains 79845 members 
Mstep: Class 23 contains 2421 members 
Mstep: Class 24 contains 4433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578688.000000 Penalty: 39018.101562
Iteration 371Q: 19 clusters Score -7.557869e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 58601 members 
Mstep: Class 3 contains 61372 members 
Mstep: Class 4 contains 45939 members 
Mstep: Class 5 contains 42347 members 
Mstep: Class 7 contains 45211 members 
Mstep: Class 8 contains 89564 members 
Mstep: Class 9 contains 7416 members 
Mstep: Class 10 contains 70681 members 
Mstep: Class 13 contains 79724 members 
Mstep: Class 14 contains 4511 members 
Mstep: Class 15 contains 2851 members 
Mstep: Class 17 contains 786 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23255 members 
Mstep: Class 22 contains 79832 members 
Mstep: Class 23 contains 2423 members 
Mstep: Class 24 contains 4430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578584.000000 Penalty: 39018.101562
Iteration 372Q: 19 clusters Score -7.557858e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 58603 members 
Mstep: Class 3 contains 61370 members 
Mstep: Class 4 contains 45943 members 
Mstep: Class 5 contains 42358 members 
Mstep: Class 7 contains 45210 members 
Mstep: Class 8 contains 89578 members 
Mstep: Class 9 contains 7405 members 
Mstep: Class 10 contains 70687 members 
Mstep: Class 13 contains 79718 members 
Mstep: Class 14 contains 4502 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79817 members 
Mstep: Class 23 contains 2424 members 
Mstep: Class 24 contains 4431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578576.000000 Penalty: 39018.101562
Iteration 373Q: 19 clusters Score -7.557858e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 58602 members 
Mstep: Class 3 contains 61368 members 
Mstep: Class 4 contains 45944 members 
Mstep: Class 5 contains 42364 members 
Mstep: Class 7 contains 45212 members 
Mstep: Class 8 contains 89588 members 
Mstep: Class 9 contains 7401 members 
Mstep: Class 10 contains 70683 members 
Mstep: Class 13 contains 79723 members 
Mstep: Class 14 contains 4496 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23262 members 
Mstep: Class 22 contains 79808 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578592.000000 Penalty: 39018.101562
Iteration 374Q: 19 clusters Score -7.557859e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58604 members 
Mstep: Class 3 contains 61372 members 
Mstep: Class 4 contains 45945 members 
Mstep: Class 5 contains 42375 members 
Mstep: Class 7 contains 45210 members 
Mstep: Class 8 contains 89604 members 
Mstep: Class 9 contains 7398 members 
Mstep: Class 10 contains 70683 members 
Mstep: Class 13 contains 79725 members 
Mstep: Class 14 contains 4484 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23263 members 
Mstep: Class 22 contains 79793 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578600.000000 Penalty: 39018.101562
Iteration 375Q: 19 clusters Score -7.55786e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58605 members 
Mstep: Class 3 contains 61374 members 
Mstep: Class 4 contains 45949 members 
Mstep: Class 5 contains 42378 members 
Mstep: Class 7 contains 45212 members 
Mstep: Class 8 contains 89601 members 
Mstep: Class 9 contains 7393 members 
Mstep: Class 10 contains 70686 members 
Mstep: Class 13 contains 79731 members 
Mstep: Class 14 contains 4479 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23267 members 
Mstep: Class 22 contains 79781 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578640.000000 Penalty: 39018.101562
Iteration 376Q: 19 clusters Score -7.557864e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58612 members 
Mstep: Class 3 contains 61378 members 
Mstep: Class 4 contains 45952 members 
Mstep: Class 5 contains 42382 members 
Mstep: Class 7 contains 45213 members 
Mstep: Class 8 contains 89602 members 
Mstep: Class 9 contains 7388 members 
Mstep: Class 10 contains 70690 members 
Mstep: Class 13 contains 79728 members 
Mstep: Class 14 contains 4475 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23268 members 
Mstep: Class 22 contains 79769 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578712.000000 Penalty: 39018.101562
Iteration 377Q: 19 clusters Score -7.557871e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58615 members 
Mstep: Class 3 contains 61383 members 
Mstep: Class 4 contains 45953 members 
Mstep: Class 5 contains 42386 members 
Mstep: Class 7 contains 45213 members 
Mstep: Class 8 contains 89603 members 
Mstep: Class 9 contains 7385 members 
Mstep: Class 10 contains 70692 members 
Mstep: Class 13 contains 79722 members 
Mstep: Class 14 contains 4471 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 22 contains 79764 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578696.000000 Penalty: 39018.101562
Iteration 378Q: 19 clusters Score -7.55787e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58618 members 
Mstep: Class 3 contains 61393 members 
Mstep: Class 4 contains 45955 members 
Mstep: Class 5 contains 42391 members 
Mstep: Class 7 contains 45207 members 
Mstep: Class 8 contains 89604 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 70696 members 
Mstep: Class 13 contains 79719 members 
Mstep: Class 14 contains 4470 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23266 members 
Mstep: Class 22 contains 79753 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578728.000000 Penalty: 39018.101562
Iteration 379Q: 19 clusters Score -7.557873e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58623 members 
Mstep: Class 3 contains 61396 members 
Mstep: Class 4 contains 45957 members 
Mstep: Class 5 contains 42395 members 
Mstep: Class 7 contains 45205 members 
Mstep: Class 8 contains 89606 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 70700 members 
Mstep: Class 13 contains 79719 members 
Mstep: Class 14 contains 4464 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23261 members 
Mstep: Class 22 contains 79746 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578704.000000 Penalty: 39018.101562
Iteration 380F: 19 clusters Score -7.55787e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58629 members 
Mstep: Class 3 contains 61400 members 
Mstep: Class 4 contains 45960 members 
Mstep: Class 5 contains 42400 members 
Mstep: Class 7 contains 45202 members 
Mstep: Class 8 contains 89608 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 70704 members 
Mstep: Class 13 contains 79710 members 
Mstep: Class 14 contains 4461 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79739 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578728.000000 Penalty: 39018.101562
Iteration 381Q: 19 clusters Score -7.557873e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58639 members 
Mstep: Class 3 contains 61407 members 
Mstep: Class 4 contains 45961 members 
Mstep: Class 5 contains 42400 members 
Mstep: Class 7 contains 45201 members 
Mstep: Class 8 contains 89611 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 70702 members 
Mstep: Class 13 contains 79706 members 
Mstep: Class 14 contains 4460 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79728 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578792.000000 Penalty: 39018.101562
Iteration 382Q: 19 clusters Score -7.557879e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58641 members 
Mstep: Class 3 contains 61416 members 
Mstep: Class 4 contains 45962 members 
Mstep: Class 5 contains 42399 members 
Mstep: Class 7 contains 45198 members 
Mstep: Class 8 contains 89617 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 70700 members 
Mstep: Class 13 contains 79704 members 
Mstep: Class 14 contains 4466 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23257 members 
Mstep: Class 22 contains 79718 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578760.000000 Penalty: 39018.101562
Iteration 383Q: 19 clusters Score -7.557876e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58645 members 
Mstep: Class 3 contains 61421 members 
Mstep: Class 4 contains 45964 members 
Mstep: Class 5 contains 42404 members 
Mstep: Class 7 contains 45195 members 
Mstep: Class 8 contains 89618 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 70693 members 
Mstep: Class 13 contains 79704 members 
Mstep: Class 14 contains 4469 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23255 members 
Mstep: Class 22 contains 79708 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578752.000000 Penalty: 39018.101562
Iteration 384Q: 19 clusters Score -7.557875e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58647 members 
Mstep: Class 3 contains 61426 members 
Mstep: Class 4 contains 45964 members 
Mstep: Class 5 contains 42404 members 
Mstep: Class 7 contains 45195 members 
Mstep: Class 8 contains 89619 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 70694 members 
Mstep: Class 13 contains 79703 members 
Mstep: Class 14 contains 4465 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23255 members 
Mstep: Class 22 contains 79703 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578760.000000 Penalty: 39018.101562
Iteration 385Q: 19 clusters Score -7.557876e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58652 members 
Mstep: Class 3 contains 61427 members 
Mstep: Class 4 contains 45962 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45195 members 
Mstep: Class 8 contains 89620 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 70697 members 
Mstep: Class 13 contains 79701 members 
Mstep: Class 14 contains 4460 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23254 members 
Mstep: Class 22 contains 79703 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578792.000000 Penalty: 39018.101562
Iteration 386Q: 19 clusters Score -7.557879e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58653 members 
Mstep: Class 3 contains 61429 members 
Mstep: Class 4 contains 45962 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45193 members 
Mstep: Class 8 contains 89627 members 
Mstep: Class 9 contains 7384 members 
Mstep: Class 10 contains 70702 members 
Mstep: Class 13 contains 79702 members 
Mstep: Class 14 contains 4456 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23252 members 
Mstep: Class 22 contains 79694 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578736.000000 Penalty: 39018.101562
Iteration 387Q: 19 clusters Score -7.557874e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58659 members 
Mstep: Class 3 contains 61432 members 
Mstep: Class 4 contains 45962 members 
Mstep: Class 5 contains 42408 members 
Mstep: Class 7 contains 45193 members 
Mstep: Class 8 contains 89634 members 
Mstep: Class 9 contains 7383 members 
Mstep: Class 10 contains 70700 members 
Mstep: Class 13 contains 79700 members 
Mstep: Class 14 contains 4457 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23252 members 
Mstep: Class 22 contains 79681 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578808.000000 Penalty: 39018.101562
Iteration 388Q: 19 clusters Score -7.557881e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58666 members 
Mstep: Class 3 contains 61434 members 
Mstep: Class 4 contains 45962 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 7 contains 45193 members 
Mstep: Class 8 contains 89636 members 
Mstep: Class 9 contains 7381 members 
Mstep: Class 10 contains 70706 members 
Mstep: Class 13 contains 79697 members 
Mstep: Class 14 contains 4454 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23255 members 
Mstep: Class 22 contains 79664 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578840.000000 Penalty: 39018.101562
Iteration 389Q: 19 clusters Score -7.557884e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58670 members 
Mstep: Class 3 contains 61438 members 
Mstep: Class 4 contains 45964 members 
Mstep: Class 5 contains 42413 members 
Mstep: Class 7 contains 45190 members 
Mstep: Class 8 contains 89635 members 
Mstep: Class 9 contains 7381 members 
Mstep: Class 10 contains 70702 members 
Mstep: Class 13 contains 79703 members 
Mstep: Class 14 contains 4465 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23255 members 
Mstep: Class 22 contains 79647 members 
Mstep: Class 23 contains 2424 members 
Mstep: Class 24 contains 4422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578792.000000 Penalty: 39018.101562
Iteration 390Q: 19 clusters Score -7.557879e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58671 members 
Mstep: Class 3 contains 61440 members 
Mstep: Class 4 contains 45964 members 
Mstep: Class 5 contains 42410 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 89646 members 
Mstep: Class 9 contains 7381 members 
Mstep: Class 10 contains 70697 members 
Mstep: Class 13 contains 79706 members 
Mstep: Class 14 contains 4471 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23255 members 
Mstep: Class 22 contains 79631 members 
Mstep: Class 23 contains 2424 members 
Mstep: Class 24 contains 4422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578840.000000 Penalty: 39018.101562
Iteration 391Q: 19 clusters Score -7.557884e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58671 members 
Mstep: Class 3 contains 61442 members 
Mstep: Class 4 contains 45964 members 
Mstep: Class 5 contains 42408 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89652 members 
Mstep: Class 9 contains 7381 members 
Mstep: Class 10 contains 70699 members 
Mstep: Class 13 contains 79706 members 
Mstep: Class 14 contains 4480 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23255 members 
Mstep: Class 22 contains 79614 members 
Mstep: Class 23 contains 2424 members 
Mstep: Class 24 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578848.000000 Penalty: 39018.101562
Iteration 392Q: 19 clusters Score -7.557885e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58675 members 
Mstep: Class 3 contains 61444 members 
Mstep: Class 4 contains 45962 members 
Mstep: Class 5 contains 42406 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 89658 members 
Mstep: Class 9 contains 7381 members 
Mstep: Class 10 contains 70697 members 
Mstep: Class 13 contains 79707 members 
Mstep: Class 14 contains 4484 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23255 members 
Mstep: Class 22 contains 79600 members 
Mstep: Class 23 contains 2424 members 
Mstep: Class 24 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578904.000000 Penalty: 39018.101562
Iteration 393Q: 19 clusters Score -7.55789e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58671 members 
Mstep: Class 3 contains 61454 members 
Mstep: Class 4 contains 45964 members 
Mstep: Class 5 contains 42404 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 89659 members 
Mstep: Class 9 contains 7381 members 
Mstep: Class 10 contains 70695 members 
Mstep: Class 13 contains 79710 members 
Mstep: Class 14 contains 4487 members 
Mstep: Class 15 contains 2857 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23252 members 
Mstep: Class 22 contains 79591 members 
Mstep: Class 23 contains 2424 members 
Mstep: Class 24 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578872.000000 Penalty: 39018.101562
Iteration 394Q: 19 clusters Score -7.557887e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58665 members 
Mstep: Class 3 contains 61459 members 
Mstep: Class 4 contains 45966 members 
Mstep: Class 5 contains 42405 members 
Mstep: Class 7 contains 45189 members 
Mstep: Class 8 contains 89662 members 
Mstep: Class 9 contains 7381 members 
Mstep: Class 10 contains 70694 members 
Mstep: Class 13 contains 79716 members 
Mstep: Class 14 contains 4492 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23250 members 
Mstep: Class 22 contains 79578 members 
Mstep: Class 23 contains 2424 members 
Mstep: Class 24 contains 4422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578880.000000 Penalty: 39018.101562
Iteration 395Q: 19 clusters Score -7.557888e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58659 members 
Mstep: Class 3 contains 61467 members 
Mstep: Class 4 contains 45966 members 
Mstep: Class 5 contains 42406 members 
Mstep: Class 7 contains 45190 members 
Mstep: Class 8 contains 89666 members 
Mstep: Class 9 contains 7381 members 
Mstep: Class 10 contains 70691 members 
Mstep: Class 13 contains 79719 members 
Mstep: Class 14 contains 4490 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23249 members 
Mstep: Class 22 contains 79572 members 
Mstep: Class 23 contains 2424 members 
Mstep: Class 24 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578872.000000 Penalty: 39018.101562
Iteration 396Q: 19 clusters Score -7.557887e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58651 members 
Mstep: Class 3 contains 61471 members 
Mstep: Class 4 contains 45965 members 
Mstep: Class 5 contains 42409 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89666 members 
Mstep: Class 9 contains 7381 members 
Mstep: Class 10 contains 70689 members 
Mstep: Class 13 contains 79720 members 
Mstep: Class 14 contains 4493 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23246 members 
Mstep: Class 22 contains 79571 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578832.000000 Penalty: 39018.101562
Iteration 397Q: 19 clusters Score -7.557883e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58651 members 
Mstep: Class 3 contains 61476 members 
Mstep: Class 4 contains 45964 members 
Mstep: Class 5 contains 42408 members 
Mstep: Class 7 contains 45193 members 
Mstep: Class 8 contains 89665 members 
Mstep: Class 9 contains 7380 members 
Mstep: Class 10 contains 70686 members 
Mstep: Class 13 contains 79721 members 
Mstep: Class 14 contains 4497 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23247 members 
Mstep: Class 22 contains 79566 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578784.000000 Penalty: 39018.101562
Iteration 398Q: 19 clusters Score -7.557878e+07 nChanged 45
Entering ConstructFrom: 
Score: -75578784.000000 Penalty: 39018.101562
Entering ConstructFrom: 
Trying to split cluster 1 (1978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Entering Unmasked Estep 
Score: -223933.734375 Penalty: 1233.349243
	Iteration 0F: 2 clusters Score -223933.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -221870.125000 Penalty: 2466.698486
	Iteration 0F: 3 clusters Score -221870.1 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -222438.515625 Penalty: 2466.698486
	Iteration 1F: 3 clusters Score -222438.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -222772.046875 Penalty: 2466.698486
	Iteration 2F: 3 clusters Score -222772 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -223094.109375 Penalty: 2466.698486
	Iteration 3F: 3 clusters Score -223094.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -223382.687500 Penalty: 2466.698486
	Iteration 4F: 3 clusters Score -223382.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -223592.875000 Penalty: 2466.698486
	Iteration 5F: 3 clusters Score -223592.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -223694.484375 Penalty: 2466.698486
	Iteration 6Q: 3 clusters Score -223694.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -223750.390625 Penalty: 2466.698486
	Iteration 7Q: 3 clusters Score -223750.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -223770.796875 Penalty: 2466.698486
	Iteration 8Q: 3 clusters Score -223770.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -223783.140625 Penalty: 2466.698486
	Iteration 9Q: 3 clusters Score -223783.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -223794.171875 Penalty: 2466.698486
	Iteration 10Q: 3 clusters Score -223794.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -223796.625000 Penalty: 2466.698486
	Iteration 11Q: 3 clusters Score -223796.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -223799.312500 Penalty: 2466.698486
	Iteration 12Q: 3 clusters Score -223799.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -223805.015625 Penalty: 2466.698486
	Iteration 13Q: 3 clusters Score -223805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -223810.828125 Penalty: 2466.698486
	Iteration 14Q: 3 clusters Score -223810.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -223814.390625 Penalty: 2466.698486
	Iteration 15Q: 3 clusters Score -223814.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -223816.546875 Penalty: 2466.698486
	Iteration 16Q: 3 clusters Score -223816.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -223818.000000 Penalty: 2466.698486
	Iteration 17Q: 3 clusters Score -223818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -223820.125000 Penalty: 2466.698486
	Iteration 18Q: 3 clusters Score -223820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -223821.515625 Penalty: 2466.698486
	Iteration 19Q: 3 clusters Score -223821.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -223824.421875 Penalty: 2466.698486
	Iteration 20F: 3 clusters Score -223824.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -223825.062500 Penalty: 2466.698486
	Iteration 21Q: 3 clusters Score -223825.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -223825.328125 Penalty: 2466.698486
	Iteration 22Q: 3 clusters Score -223825.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -223826.578125 Penalty: 2466.698486
	Iteration 23Q: 3 clusters Score -223826.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -223826.578125 Penalty: 2466.698486
	Iteration 24F: 3 clusters Score -223826.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (58642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58642 members 
Entering Unmasked Estep 
Score: -7300760.500000 Penalty: 1784.120972
	Iteration 0F: 2 clusters Score -7300760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -7261926.000000 Penalty: 3568.241943
	Iteration 0F: 3 clusters Score -7261926 nChanged 27537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -7277786.500000 Penalty: 3568.241943
	Iteration 1F: 3 clusters Score -7277786 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -7278604.500000 Penalty: 3568.241943
	Iteration 2Q: 3 clusters Score -7278604 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -7279879.000000 Penalty: 3568.241943
	Iteration 3Q: 3 clusters Score -7279879 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -7282122.000000 Penalty: 3568.241943
	Iteration 4F: 3 clusters Score -7282122 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -7285884.000000 Penalty: 3568.241943
	Iteration 5F: 3 clusters Score -7285884 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -7290882.000000 Penalty: 3568.241943
	Iteration 6F: 3 clusters Score -7290882 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -7295515.500000 Penalty: 3568.241943
	Iteration 7F: 3 clusters Score -7295516 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -7298008.000000 Penalty: 3568.241943
	Iteration 8Q: 3 clusters Score -7298008 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -7298830.500000 Penalty: 3568.241943
	Iteration 9Q: 3 clusters Score -7298830 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 58458 members 
Entering Unmasked Estep 
Score: -7299056.500000 Penalty: 3568.241943
	Iteration 10Q: 3 clusters Score -7299056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -7299124.000000 Penalty: 3568.241943
	Iteration 11Q: 3 clusters Score -7299124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -7299148.500000 Penalty: 3568.241943
	Iteration 12Q: 3 clusters Score -7299148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -7299182.500000 Penalty: 3568.241943
	Iteration 13Q: 3 clusters Score -7299182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -7299186.500000 Penalty: 3568.241943
	Iteration 14Q: 3 clusters Score -7299186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
Score: -7299190.000000 Penalty: 3568.241943
	Iteration 15Q: 3 clusters Score -7299190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 58519 members 
Entering Unmasked Estep 
Score: -7299199.000000 Penalty: 3568.241943
	Iteration 16Q: 3 clusters Score -7299199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 58519 members 
Entering Unmasked Estep 
Score: -7299202.000000 Penalty: 3568.241943
	Iteration 17Q: 3 clusters Score -7299202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -7299214.000000 Penalty: 3568.241943
	Iteration 18Q: 3 clusters Score -7299214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
Score: -7299217.000000 Penalty: 3568.241943
	Iteration 19Q: 3 clusters Score -7299217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
Score: -7299217.000000 Penalty: 3568.241943
	Iteration 20F: 3 clusters Score -7299217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Entering Unmasked Estep 
Score: -7655818.000000 Penalty: 1791.814087
	Iteration 0F: 2 clusters Score -7655818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -7615084.000000 Penalty: 3583.628174
	Iteration 0F: 3 clusters Score -7615084 nChanged 29076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -7631520.500000 Penalty: 3583.628174
	Iteration 1F: 3 clusters Score -7631520 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -7632086.500000 Penalty: 3583.628174
	Iteration 2Q: 3 clusters Score -7632086 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -7632758.000000 Penalty: 3583.628174
	Iteration 3Q: 3 clusters Score -7632758 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -7633600.500000 Penalty: 3583.628174
	Iteration 4Q: 3 clusters Score -7633600 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -7635029.500000 Penalty: 3583.628174
	Iteration 5Q: 3 clusters Score -7635030 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -7637242.000000 Penalty: 3583.628174
	Iteration 6F: 3 clusters Score -7637242 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -7640124.000000 Penalty: 3583.628174
	Iteration 7F: 3 clusters Score -7640124 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -7643135.500000 Penalty: 3583.628174
	Iteration 8F: 3 clusters Score -7643136 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -7645307.000000 Penalty: 3583.628174
	Iteration 9F: 3 clusters Score -7645307 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -7646371.500000 Penalty: 3583.628174
	Iteration 10Q: 3 clusters Score -7646372 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -7647058.500000 Penalty: 3583.628174
	Iteration 11Q: 3 clusters Score -7647058 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -7647625.500000 Penalty: 3583.628174
	Iteration 12Q: 3 clusters Score -7647626 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -7648186.000000 Penalty: 3583.628174
	Iteration 13Q: 3 clusters Score -7648186 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -7648722.000000 Penalty: 3583.628174
	Iteration 14Q: 3 clusters Score -7648722 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -7649198.500000 Penalty: 3583.628174
	Iteration 15Q: 3 clusters Score -7649198 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -7649752.500000 Penalty: 3583.628174
	Iteration 16Q: 3 clusters Score -7649752 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -7650288.000000 Penalty: 3583.628174
	Iteration 17Q: 3 clusters Score -7650288 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -7650829.000000 Penalty: 3583.628174
	Iteration 18Q: 3 clusters Score -7650829 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -7651342.500000 Penalty: 3583.628174
	Iteration 19Q: 3 clusters Score -7651342 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -7651892.500000 Penalty: 3583.628174
	Iteration 20F: 3 clusters Score -7651892 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -7652219.500000 Penalty: 3583.628174
	Iteration 21Q: 3 clusters Score -7652220 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 58331 members 
Entering Unmasked Estep 
Score: -7652583.500000 Penalty: 3583.628174
	Iteration 22Q: 3 clusters Score -7652584 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -7652939.500000 Penalty: 3583.628174
	Iteration 23Q: 3 clusters Score -7652940 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -7653240.000000 Penalty: 3583.628174
	Iteration 24Q: 3 clusters Score -7653240 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -7653465.000000 Penalty: 3583.628174
	Iteration 25Q: 3 clusters Score -7653465 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -7653608.000000 Penalty: 3583.628174
	Iteration 26Q: 3 clusters Score -7653608 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 60213 members 
Entering Unmasked Estep 
Score: -7653750.500000 Penalty: 3583.628174
	Iteration 27Q: 3 clusters Score -7653750 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 60365 members 
Entering Unmasked Estep 
Score: -7653849.500000 Penalty: 3583.628174
	Iteration 28Q: 3 clusters Score -7653850 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -7653919.000000 Penalty: 3583.628174
	Iteration 29Q: 3 clusters Score -7653919 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -7653983.500000 Penalty: 3583.628174
	Iteration 30Q: 3 clusters Score -7653984 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -7654023.000000 Penalty: 3583.628174
	Iteration 31Q: 3 clusters Score -7654023 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -7654062.500000 Penalty: 3583.628174
	Iteration 32Q: 3 clusters Score -7654062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -7654100.500000 Penalty: 3583.628174
	Iteration 33Q: 3 clusters Score -7654100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -7654122.000000 Penalty: 3583.628174
	Iteration 34Q: 3 clusters Score -7654122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -7654143.000000 Penalty: 3583.628174
	Iteration 35Q: 3 clusters Score -7654143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 60853 members 
Entering Unmasked Estep 
Score: -7654150.500000 Penalty: 3583.628174
	Iteration 36Q: 3 clusters Score -7654150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -7654170.000000 Penalty: 3583.628174
	Iteration 37Q: 3 clusters Score -7654170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -7654189.500000 Penalty: 3583.628174
	Iteration 38Q: 3 clusters Score -7654190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -7654216.500000 Penalty: 3583.628174
	Iteration 39Q: 3 clusters Score -7654216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -7654227.000000 Penalty: 3583.628174
	Iteration 40F: 3 clusters Score -7654227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -7654231.000000 Penalty: 3583.628174
	Iteration 41Q: 3 clusters Score -7654231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -7654230.500000 Penalty: 3583.628174
	Iteration 42Q: 3 clusters Score -7654230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -7654246.000000 Penalty: 3583.628174
	Iteration 43Q: 3 clusters Score -7654246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -7654248.500000 Penalty: 3583.628174
	Iteration 44Q: 3 clusters Score -7654248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -7654252.500000 Penalty: 3583.628174
	Iteration 45Q: 3 clusters Score -7654252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -7654251.000000 Penalty: 3583.628174
	Iteration 46Q: 3 clusters Score -7654251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -7654260.000000 Penalty: 3583.628174
	Iteration 47Q: 3 clusters Score -7654260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 60984 members 
Entering Unmasked Estep 
Score: -7654257.000000 Penalty: 3583.628174
	Iteration 48Q: 3 clusters Score -7654257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -7654258.000000 Penalty: 3583.628174
	Iteration 49Q: 3 clusters Score -7654258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -7654255.500000 Penalty: 3583.628174
	Iteration 50Q: 3 clusters Score -7654256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -7654258.500000 Penalty: 3583.628174
	Iteration 51Q: 3 clusters Score -7654258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -7654255.000000 Penalty: 3583.628174
	Iteration 52Q: 3 clusters Score -7654255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -7654259.500000 Penalty: 3583.628174
	Iteration 53Q: 3 clusters Score -7654260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -7654260.000000 Penalty: 3583.628174
	Iteration 54Q: 3 clusters Score -7654260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -7654260.000000 Penalty: 3583.628174
	Iteration 55F: 3 clusters Score -7654260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Entering Unmasked Estep 
Score: -5711615.000000 Penalty: 1744.533691
	Iteration 0F: 2 clusters Score -5711615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -5680705.500000 Penalty: 3489.067383
	Iteration 0F: 3 clusters Score -5680706 nChanged 21683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -5694050.500000 Penalty: 3489.067383
	Iteration 1F: 3 clusters Score -5694050 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -5695821.000000 Penalty: 3489.067383
	Iteration 2F: 3 clusters Score -5695821 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -5698464.000000 Penalty: 3489.067383
	Iteration 3F: 3 clusters Score -5698464 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -5701841.000000 Penalty: 3489.067383
	Iteration 4F: 3 clusters Score -5701841 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -5705153.000000 Penalty: 3489.067383
	Iteration 5F: 3 clusters Score -5705153 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -5707065.000000 Penalty: 3489.067383
	Iteration 6F: 3 clusters Score -5707065 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -5707788.000000 Penalty: 3489.067383
	Iteration 7Q: 3 clusters Score -5707788 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -5708101.500000 Penalty: 3489.067383
	Iteration 8Q: 3 clusters Score -5708102 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -5708362.500000 Penalty: 3489.067383
	Iteration 9Q: 3 clusters Score -5708362 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -5708561.000000 Penalty: 3489.067383
	Iteration 10Q: 3 clusters Score -5708561 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -5708745.000000 Penalty: 3489.067383
	Iteration 11Q: 3 clusters Score -5708745 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -5708904.000000 Penalty: 3489.067383
	Iteration 12Q: 3 clusters Score -5708904 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -5709108.000000 Penalty: 3489.067383
	Iteration 13Q: 3 clusters Score -5709108 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -5709301.500000 Penalty: 3489.067383
	Iteration 14Q: 3 clusters Score -5709302 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -5709457.000000 Penalty: 3489.067383
	Iteration 15Q: 3 clusters Score -5709457 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -5709583.000000 Penalty: 3489.067383
	Iteration 16Q: 3 clusters Score -5709583 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -5709678.000000 Penalty: 3489.067383
	Iteration 17Q: 3 clusters Score -5709678 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -5709751.500000 Penalty: 3489.067383
	Iteration 18Q: 3 clusters Score -5709752 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -5709830.000000 Penalty: 3489.067383
	Iteration 19Q: 3 clusters Score -5709830 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -5709902.500000 Penalty: 3489.067383
	Iteration 20F: 3 clusters Score -5709902 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -5709990.000000 Penalty: 3489.067383
	Iteration 21Q: 3 clusters Score -5709990 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -5710048.000000 Penalty: 3489.067383
	Iteration 22Q: 3 clusters Score -5710048 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -5710102.500000 Penalty: 3489.067383
	Iteration 23Q: 3 clusters Score -5710102 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -5710165.500000 Penalty: 3489.067383
	Iteration 24Q: 3 clusters Score -5710166 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -5710235.000000 Penalty: 3489.067383
	Iteration 25Q: 3 clusters Score -5710235 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -5710282.000000 Penalty: 3489.067383
	Iteration 26Q: 3 clusters Score -5710282 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -5710325.000000 Penalty: 3489.067383
	Iteration 27Q: 3 clusters Score -5710325 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -5710335.500000 Penalty: 3489.067383
	Iteration 28Q: 3 clusters Score -5710336 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -5710362.000000 Penalty: 3489.067383
	Iteration 29Q: 3 clusters Score -5710362 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -5710384.500000 Penalty: 3489.067383
	Iteration 30Q: 3 clusters Score -5710384 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -5710407.000000 Penalty: 3489.067383
	Iteration 31Q: 3 clusters Score -5710407 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -5710418.500000 Penalty: 3489.067383
	Iteration 32Q: 3 clusters Score -5710418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -5710427.500000 Penalty: 3489.067383
	Iteration 33Q: 3 clusters Score -5710428 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -5710460.000000 Penalty: 3489.067383
	Iteration 34Q: 3 clusters Score -5710460 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -5710475.500000 Penalty: 3489.067383
	Iteration 35Q: 3 clusters Score -5710476 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -5710481.500000 Penalty: 3489.067383
	Iteration 36Q: 3 clusters Score -5710482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -5710501.500000 Penalty: 3489.067383
	Iteration 37Q: 3 clusters Score -5710502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -5710516.000000 Penalty: 3489.067383
	Iteration 38Q: 3 clusters Score -5710516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -5710523.500000 Penalty: 3489.067383
	Iteration 39Q: 3 clusters Score -5710524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -5710536.000000 Penalty: 3489.067383
	Iteration 40F: 3 clusters Score -5710536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -5710540.500000 Penalty: 3489.067383
	Iteration 41Q: 3 clusters Score -5710540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -5710551.500000 Penalty: 3489.067383
	Iteration 42Q: 3 clusters Score -5710552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -5710551.500000 Penalty: 3489.067383
	Iteration 43Q: 3 clusters Score -5710552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -5710550.000000 Penalty: 3489.067383
	Iteration 44Q: 3 clusters Score -5710550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -5710557.500000 Penalty: 3489.067383
	Iteration 45Q: 3 clusters Score -5710558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -5710555.500000 Penalty: 3489.067383
	Iteration 46Q: 3 clusters Score -5710556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -5710556.000000 Penalty: 3489.067383
	Iteration 47Q: 3 clusters Score -5710556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -5710554.500000 Penalty: 3489.067383
	Iteration 48Q: 3 clusters Score -5710554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -5710554.500000 Penalty: 3489.067383
	Iteration 49Q: 3 clusters Score -5710554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -5710562.500000 Penalty: 3489.067383
	Iteration 50Q: 3 clusters Score -5710562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -5710576.500000 Penalty: 3489.067383
	Iteration 51Q: 3 clusters Score -5710576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -5710573.500000 Penalty: 3489.067383
	Iteration 52Q: 3 clusters Score -5710574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -5710573.000000 Penalty: 3489.067383
	Iteration 53Q: 3 clusters Score -5710573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -5710568.000000 Penalty: 3489.067383
	Iteration 54Q: 3 clusters Score -5710568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -5710573.500000 Penalty: 3489.067383
	Iteration 55Q: 3 clusters Score -5710574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -5710572.500000 Penalty: 3489.067383
	Iteration 56Q: 3 clusters Score -5710572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -5710577.500000 Penalty: 3489.067383
	Iteration 57Q: 3 clusters Score -5710578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -5710577.000000 Penalty: 3489.067383
	Iteration 58Q: 3 clusters Score -5710577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -5710582.000000 Penalty: 3489.067383
	Iteration 59Q: 3 clusters Score -5710582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -5710579.500000 Penalty: 3489.067383
	Iteration 60F: 3 clusters Score -5710580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -5710586.500000 Penalty: 3489.067383
	Iteration 61Q: 3 clusters Score -5710586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -5710585.500000 Penalty: 3489.067383
	Iteration 62Q: 3 clusters Score -5710586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -5710584.500000 Penalty: 3489.067383
	Iteration 63Q: 3 clusters Score -5710584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -5710583.000000 Penalty: 3489.067383
	Iteration 64Q: 3 clusters Score -5710583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -5710582.500000 Penalty: 3489.067383
	Iteration 65Q: 3 clusters Score -5710582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -5710585.000000 Penalty: 3489.067383
	Iteration 66Q: 3 clusters Score -5710585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -5710589.500000 Penalty: 3489.067383
	Iteration 67Q: 3 clusters Score -5710590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -5710592.000000 Penalty: 3489.067383
	Iteration 68Q: 3 clusters Score -5710592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -5710597.000000 Penalty: 3489.067383
	Iteration 69Q: 3 clusters Score -5710597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -5710590.500000 Penalty: 3489.067383
	Iteration 70Q: 3 clusters Score -5710590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -5710594.000000 Penalty: 3489.067383
	Iteration 71Q: 3 clusters Score -5710594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -5710594.000000 Penalty: 3489.067383
	Iteration 72Q: 3 clusters Score -5710594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -5710594.000000 Penalty: 3489.067383
	Iteration 73Q: 3 clusters Score -5710594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -5710594.000000 Penalty: 3489.067383
	Iteration 74F: 3 clusters Score -5710594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Entering Unmasked Estep 
Score: -5273459.500000 Penalty: 1731.441040
	Iteration 0F: 2 clusters Score -5273460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -5245045.500000 Penalty: 3462.882080
	Iteration 0F: 3 clusters Score -5245046 nChanged 19844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -5256077.500000 Penalty: 3462.882080
	Iteration 1F: 3 clusters Score -5256078 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -5256707.000000 Penalty: 3462.882080
	Iteration 2Q: 3 clusters Score -5256707 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -5257331.500000 Penalty: 3462.882080
	Iteration 3Q: 3 clusters Score -5257332 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -5258136.500000 Penalty: 3462.882080
	Iteration 4Q: 3 clusters Score -5258136 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -5259364.000000 Penalty: 3462.882080
	Iteration 5F: 3 clusters Score -5259364 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -5261132.000000 Penalty: 3462.882080
	Iteration 6F: 3 clusters Score -5261132 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -5263373.000000 Penalty: 3462.882080
	Iteration 7F: 3 clusters Score -5263373 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -5265811.500000 Penalty: 3462.882080
	Iteration 8F: 3 clusters Score -5265812 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -5267865.000000 Penalty: 3462.882080
	Iteration 9F: 3 clusters Score -5267865 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -5269418.500000 Penalty: 3462.882080
	Iteration 10Q: 3 clusters Score -5269418 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -5270432.000000 Penalty: 3462.882080
	Iteration 11Q: 3 clusters Score -5270432 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -5271062.000000 Penalty: 3462.882080
	Iteration 12Q: 3 clusters Score -5271062 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -5271446.500000 Penalty: 3462.882080
	Iteration 13Q: 3 clusters Score -5271446 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -5271696.000000 Penalty: 3462.882080
	Iteration 14Q: 3 clusters Score -5271696 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -5271856.500000 Penalty: 3462.882080
	Iteration 15Q: 3 clusters Score -5271856 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -5272007.000000 Penalty: 3462.882080
	Iteration 16Q: 3 clusters Score -5272007 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -5272075.000000 Penalty: 3462.882080
	Iteration 17Q: 3 clusters Score -5272075 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -5272128.500000 Penalty: 3462.882080
	Iteration 18Q: 3 clusters Score -5272128 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -5272177.000000 Penalty: 3462.882080
	Iteration 19Q: 3 clusters Score -5272177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -5272194.000000 Penalty: 3462.882080
	Iteration 20F: 3 clusters Score -5272194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -5272211.000000 Penalty: 3462.882080
	Iteration 21Q: 3 clusters Score -5272211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -5272222.500000 Penalty: 3462.882080
	Iteration 22Q: 3 clusters Score -5272222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -5272235.000000 Penalty: 3462.882080
	Iteration 23Q: 3 clusters Score -5272235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -5272244.500000 Penalty: 3462.882080
	Iteration 24Q: 3 clusters Score -5272244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -5272262.500000 Penalty: 3462.882080
	Iteration 25Q: 3 clusters Score -5272262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -5272266.500000 Penalty: 3462.882080
	Iteration 26Q: 3 clusters Score -5272266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -5272271.500000 Penalty: 3462.882080
	Iteration 27Q: 3 clusters Score -5272272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -5272281.500000 Penalty: 3462.882080
	Iteration 28Q: 3 clusters Score -5272282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -5272296.000000 Penalty: 3462.882080
	Iteration 29Q: 3 clusters Score -5272296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -5272287.500000 Penalty: 3462.882080
	Iteration 30Q: 3 clusters Score -5272288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -5272296.000000 Penalty: 3462.882080
	Iteration 31Q: 3 clusters Score -5272296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -5272293.500000 Penalty: 3462.882080
	Iteration 32Q: 3 clusters Score -5272294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -5272291.500000 Penalty: 3462.882080
	Iteration 33Q: 3 clusters Score -5272292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -5272291.500000 Penalty: 3462.882080
	Iteration 34Q: 3 clusters Score -5272292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -5272293.500000 Penalty: 3462.882080
	Iteration 35Q: 3 clusters Score -5272294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -5272289.000000 Penalty: 3462.882080
	Iteration 36Q: 3 clusters Score -5272289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -5272289.000000 Penalty: 3462.882080
	Iteration 37F: 3 clusters Score -5272289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Entering Unmasked Estep 
Score: -5617614.000000 Penalty: 1741.795532
	Iteration 0F: 2 clusters Score -5617614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -5587171.500000 Penalty: 3483.591064
	Iteration 0F: 3 clusters Score -5587172 nChanged 21261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -5599316.500000 Penalty: 3483.591064
	Iteration 1F: 3 clusters Score -5599316 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -5599740.500000 Penalty: 3483.591064
	Iteration 2Q: 3 clusters Score -5599740 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -5600219.000000 Penalty: 3483.591064
	Iteration 3Q: 3 clusters Score -5600219 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -5600707.000000 Penalty: 3483.591064
	Iteration 4Q: 3 clusters Score -5600707 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -5601358.500000 Penalty: 3483.591064
	Iteration 5Q: 3 clusters Score -5601358 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -5602249.000000 Penalty: 3483.591064
	Iteration 6Q: 3 clusters Score -5602249 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -5603472.500000 Penalty: 3483.591064
	Iteration 7F: 3 clusters Score -5603472 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -5605268.500000 Penalty: 3483.591064
	Iteration 8F: 3 clusters Score -5605268 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -5607627.500000 Penalty: 3483.591064
	Iteration 9F: 3 clusters Score -5607628 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -5609774.000000 Penalty: 3483.591064
	Iteration 10F: 3 clusters Score -5609774 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -5611061.500000 Penalty: 3483.591064
	Iteration 11Q: 3 clusters Score -5611062 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -5611713.000000 Penalty: 3483.591064
	Iteration 12Q: 3 clusters Score -5611713 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -5612075.000000 Penalty: 3483.591064
	Iteration 13Q: 3 clusters Score -5612075 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -5612430.500000 Penalty: 3483.591064
	Iteration 14Q: 3 clusters Score -5612430 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -5612702.000000 Penalty: 3483.591064
	Iteration 15Q: 3 clusters Score -5612702 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -5613013.000000 Penalty: 3483.591064
	Iteration 16Q: 3 clusters Score -5613013 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -5613310.500000 Penalty: 3483.591064
	Iteration 17Q: 3 clusters Score -5613310 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -5613564.000000 Penalty: 3483.591064
	Iteration 18Q: 3 clusters Score -5613564 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -5613859.000000 Penalty: 3483.591064
	Iteration 19Q: 3 clusters Score -5613859 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -5614072.000000 Penalty: 3483.591064
	Iteration 20F: 3 clusters Score -5614072 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -5614263.000000 Penalty: 3483.591064
	Iteration 21Q: 3 clusters Score -5614263 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -5614419.500000 Penalty: 3483.591064
	Iteration 22Q: 3 clusters Score -5614420 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -5614589.000000 Penalty: 3483.591064
	Iteration 23Q: 3 clusters Score -5614589 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -5614718.500000 Penalty: 3483.591064
	Iteration 24Q: 3 clusters Score -5614718 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -5614844.500000 Penalty: 3483.591064
	Iteration 25Q: 3 clusters Score -5614844 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -5614968.000000 Penalty: 3483.591064
	Iteration 26Q: 3 clusters Score -5614968 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -5615089.000000 Penalty: 3483.591064
	Iteration 27Q: 3 clusters Score -5615089 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -5615219.000000 Penalty: 3483.591064
	Iteration 28Q: 3 clusters Score -5615219 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -5615305.500000 Penalty: 3483.591064
	Iteration 29Q: 3 clusters Score -5615306 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -5615361.000000 Penalty: 3483.591064
	Iteration 30Q: 3 clusters Score -5615361 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -5615458.500000 Penalty: 3483.591064
	Iteration 31Q: 3 clusters Score -5615458 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -5615524.000000 Penalty: 3483.591064
	Iteration 32Q: 3 clusters Score -5615524 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -5615562.000000 Penalty: 3483.591064
	Iteration 33Q: 3 clusters Score -5615562 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -5615623.000000 Penalty: 3483.591064
	Iteration 34Q: 3 clusters Score -5615623 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -5615668.500000 Penalty: 3483.591064
	Iteration 35Q: 3 clusters Score -5615668 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -5615730.500000 Penalty: 3483.591064
	Iteration 36Q: 3 clusters Score -5615730 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -5615787.500000 Penalty: 3483.591064
	Iteration 37Q: 3 clusters Score -5615788 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -5615829.000000 Penalty: 3483.591064
	Iteration 38Q: 3 clusters Score -5615829 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -5615857.500000 Penalty: 3483.591064
	Iteration 39Q: 3 clusters Score -5615858 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -5615898.500000 Penalty: 3483.591064
	Iteration 40F: 3 clusters Score -5615898 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -5615922.500000 Penalty: 3483.591064
	Iteration 41Q: 3 clusters Score -5615922 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -5615939.000000 Penalty: 3483.591064
	Iteration 42Q: 3 clusters Score -5615939 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -5615957.500000 Penalty: 3483.591064
	Iteration 43Q: 3 clusters Score -5615958 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -5615980.000000 Penalty: 3483.591064
	Iteration 44Q: 3 clusters Score -5615980 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -5616021.000000 Penalty: 3483.591064
	Iteration 45Q: 3 clusters Score -5616021 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -5616033.000000 Penalty: 3483.591064
	Iteration 46Q: 3 clusters Score -5616033 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -5616042.500000 Penalty: 3483.591064
	Iteration 47Q: 3 clusters Score -5616042 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -5616071.000000 Penalty: 3483.591064
	Iteration 48Q: 3 clusters Score -5616071 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -5616086.000000 Penalty: 3483.591064
	Iteration 49Q: 3 clusters Score -5616086 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -5616097.500000 Penalty: 3483.591064
	Iteration 50Q: 3 clusters Score -5616098 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5616116.000000 Penalty: 3483.591064
	Iteration 51Q: 3 clusters Score -5616116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -5616133.500000 Penalty: 3483.591064
	Iteration 52Q: 3 clusters Score -5616134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -5616152.500000 Penalty: 3483.591064
	Iteration 53Q: 3 clusters Score -5616152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -5616170.000000 Penalty: 3483.591064
	Iteration 54Q: 3 clusters Score -5616170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -5616181.500000 Penalty: 3483.591064
	Iteration 55Q: 3 clusters Score -5616182 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -5616200.000000 Penalty: 3483.591064
	Iteration 56Q: 3 clusters Score -5616200 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -5616201.000000 Penalty: 3483.591064
	Iteration 57Q: 3 clusters Score -5616201 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -5616214.000000 Penalty: 3483.591064
	Iteration 58Q: 3 clusters Score -5616214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -5616214.000000 Penalty: 3483.591064
	Iteration 59Q: 3 clusters Score -5616214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -5616216.500000 Penalty: 3483.591064
	Iteration 60F: 3 clusters Score -5616216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -5616213.500000 Penalty: 3483.591064
	Iteration 61Q: 3 clusters Score -5616214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -5616222.500000 Penalty: 3483.591064
	Iteration 62Q: 3 clusters Score -5616222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -5616232.000000 Penalty: 3483.591064
	Iteration 63Q: 3 clusters Score -5616232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -5616236.500000 Penalty: 3483.591064
	Iteration 64Q: 3 clusters Score -5616236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -5616237.000000 Penalty: 3483.591064
	Iteration 65Q: 3 clusters Score -5616237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -5616247.000000 Penalty: 3483.591064
	Iteration 66Q: 3 clusters Score -5616247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -5616248.500000 Penalty: 3483.591064
	Iteration 67Q: 3 clusters Score -5616248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -5616245.000000 Penalty: 3483.591064
	Iteration 68Q: 3 clusters Score -5616245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -5616240.500000 Penalty: 3483.591064
	Iteration 69Q: 3 clusters Score -5616240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -5616246.000000 Penalty: 3483.591064
	Iteration 70Q: 3 clusters Score -5616246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -5616243.000000 Penalty: 3483.591064
	Iteration 71Q: 3 clusters Score -5616243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -5616243.500000 Penalty: 3483.591064
	Iteration 72Q: 3 clusters Score -5616244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -5616237.500000 Penalty: 3483.591064
	Iteration 73Q: 3 clusters Score -5616238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -5616240.000000 Penalty: 3483.591064
	Iteration 74Q: 3 clusters Score -5616240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -5616249.000000 Penalty: 3483.591064
	Iteration 75Q: 3 clusters Score -5616249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -5616247.500000 Penalty: 3483.591064
	Iteration 76Q: 3 clusters Score -5616248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -5616249.500000 Penalty: 3483.591064
	Iteration 77Q: 3 clusters Score -5616250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -5616254.000000 Penalty: 3483.591064
	Iteration 78Q: 3 clusters Score -5616254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -5616258.500000 Penalty: 3483.591064
	Iteration 79Q: 3 clusters Score -5616258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -5616262.500000 Penalty: 3483.591064
	Iteration 80F: 3 clusters Score -5616262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -5616266.000000 Penalty: 3483.591064
	Iteration 81Q: 3 clusters Score -5616266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -5616269.000000 Penalty: 3483.591064
	Iteration 82Q: 3 clusters Score -5616269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -5616271.500000 Penalty: 3483.591064
	Iteration 83Q: 3 clusters Score -5616272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -5616270.000000 Penalty: 3483.591064
	Iteration 84Q: 3 clusters Score -5616270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -5616272.500000 Penalty: 3483.591064
	Iteration 85Q: 3 clusters Score -5616272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -5616270.500000 Penalty: 3483.591064
	Iteration 86Q: 3 clusters Score -5616270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -5616269.500000 Penalty: 3483.591064
	Iteration 87Q: 3 clusters Score -5616270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -5616277.500000 Penalty: 3483.591064
	Iteration 88Q: 3 clusters Score -5616278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -5616275.500000 Penalty: 3483.591064
	Iteration 89Q: 3 clusters Score -5616276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -5616277.500000 Penalty: 3483.591064
	Iteration 90Q: 3 clusters Score -5616278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -5616275.000000 Penalty: 3483.591064
	Iteration 91Q: 3 clusters Score -5616275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -5616281.500000 Penalty: 3483.591064
	Iteration 92Q: 3 clusters Score -5616282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -5616280.500000 Penalty: 3483.591064
	Iteration 93Q: 3 clusters Score -5616280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -5616280.500000 Penalty: 3483.591064
	Iteration 94Q: 3 clusters Score -5616280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -5616289.500000 Penalty: 3483.591064
	Iteration 95Q: 3 clusters Score -5616290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -5616292.500000 Penalty: 3483.591064
	Iteration 96Q: 3 clusters Score -5616292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -5616287.000000 Penalty: 3483.591064
	Iteration 97Q: 3 clusters Score -5616287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -5616296.000000 Penalty: 3483.591064
	Iteration 98Q: 3 clusters Score -5616296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -5616292.500000 Penalty: 3483.591064
	Iteration 99Q: 3 clusters Score -5616292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -5616289.500000 Penalty: 3483.591064
	Iteration 100F: 3 clusters Score -5616290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -5616291.000000 Penalty: 3483.591064
	Iteration 101Q: 3 clusters Score -5616291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -5616290.500000 Penalty: 3483.591064
	Iteration 102Q: 3 clusters Score -5616290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -5616295.000000 Penalty: 3483.591064
	Iteration 103Q: 3 clusters Score -5616295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -5616298.500000 Penalty: 3483.591064
	Iteration 104Q: 3 clusters Score -5616298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -5616299.000000 Penalty: 3483.591064
	Iteration 105Q: 3 clusters Score -5616299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -5616302.000000 Penalty: 3483.591064
	Iteration 106Q: 3 clusters Score -5616302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -5616302.000000 Penalty: 3483.591064
	Iteration 107F: 3 clusters Score -5616302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89668 members 
Entering Unmasked Estep 
Score: -11100068.000000 Penalty: 1853.128784
	Iteration 0F: 2 clusters Score -1.110007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -11042438.000000 Penalty: 3706.257568
	Iteration 0F: 3 clusters Score -1.104244e+07 nChanged 42786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -11067153.000000 Penalty: 3706.257568
	Iteration 1F: 3 clusters Score -1.106715e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -11067928.000000 Penalty: 3706.257568
	Iteration 2Q: 3 clusters Score -1.106793e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -11069010.000000 Penalty: 3706.257568
	Iteration 3Q: 3 clusters Score -1.106901e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -11070926.000000 Penalty: 3706.257568
	Iteration 4Q: 3 clusters Score -1.107093e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -11074394.000000 Penalty: 3706.257568
	Iteration 5F: 3 clusters Score -1.107439e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -11079978.000000 Penalty: 3706.257568
	Iteration 6F: 3 clusters Score -1.107998e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77799 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -11087349.000000 Penalty: 3706.257568
	Iteration 7F: 3 clusters Score -1.108735e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84352 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -11093392.000000 Penalty: 3706.257568
	Iteration 8F: 3 clusters Score -1.109339e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87864 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -11096518.000000 Penalty: 3706.257568
	Iteration 9Q: 3 clusters Score -1.109652e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89127 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -11097790.000000 Penalty: 3706.257568
	Iteration 10Q: 3 clusters Score -1.109779e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89441 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11098184.000000 Penalty: 3706.257568
	Iteration 11Q: 3 clusters Score -1.109818e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89520 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11098318.000000 Penalty: 3706.257568
	Iteration 12Q: 3 clusters Score -1.109832e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89538 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -11098393.000000 Penalty: 3706.257568
	Iteration 13Q: 3 clusters Score -1.109839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89542 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11098415.000000 Penalty: 3706.257568
	Iteration 14Q: 3 clusters Score -1.109842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11098431.000000 Penalty: 3706.257568
	Iteration 15Q: 3 clusters Score -1.109843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11098444.000000 Penalty: 3706.257568
	Iteration 16Q: 3 clusters Score -1.109844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89543 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11098456.000000 Penalty: 3706.257568
	Iteration 17Q: 3 clusters Score -1.109846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11098463.000000 Penalty: 3706.257568
	Iteration 18Q: 3 clusters Score -1.109846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11098474.000000 Penalty: 3706.257568
	Iteration 19Q: 3 clusters Score -1.109847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89544 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11098486.000000 Penalty: 3706.257568
	Iteration 20F: 3 clusters Score -1.109849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -881531.375000 Penalty: 1447.222900
	Iteration 0F: 2 clusters Score -881531.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -876060.000000 Penalty: 2894.445801
	Iteration 0F: 3 clusters Score -876060 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -877660.125000 Penalty: 2894.445801
	Iteration 1F: 3 clusters Score -877660.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -877892.437500 Penalty: 2894.445801
	Iteration 2F: 3 clusters Score -877892.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -878062.437500 Penalty: 2894.445801
	Iteration 3Q: 3 clusters Score -878062.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -878260.125000 Penalty: 2894.445801
	Iteration 4Q: 3 clusters Score -878260.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -878509.312500 Penalty: 2894.445801
	Iteration 5Q: 3 clusters Score -878509.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -878707.500000 Penalty: 2894.445801
	Iteration 6Q: 3 clusters Score -878707.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -878910.187500 Penalty: 2894.445801
	Iteration 7Q: 3 clusters Score -878910.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -879098.937500 Penalty: 2894.445801
	Iteration 8Q: 3 clusters Score -879098.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -879266.937500 Penalty: 2894.445801
	Iteration 9Q: 3 clusters Score -879266.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -879419.125000 Penalty: 2894.445801
	Iteration 10Q: 3 clusters Score -879419.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -879544.125000 Penalty: 2894.445801
	Iteration 11Q: 3 clusters Score -879544.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -879638.562500 Penalty: 2894.445801
	Iteration 12Q: 3 clusters Score -879638.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -879712.250000 Penalty: 2894.445801
	Iteration 13Q: 3 clusters Score -879712.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -879760.437500 Penalty: 2894.445801
	Iteration 14Q: 3 clusters Score -879760.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -879794.812500 Penalty: 2894.445801
	Iteration 15Q: 3 clusters Score -879794.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -879817.750000 Penalty: 2894.445801
	Iteration 16Q: 3 clusters Score -879817.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -879845.000000 Penalty: 2894.445801
	Iteration 17Q: 3 clusters Score -879845 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -879872.687500 Penalty: 2894.445801
	Iteration 18Q: 3 clusters Score -879872.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -879887.750000 Penalty: 2894.445801
	Iteration 19Q: 3 clusters Score -879887.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -879901.250000 Penalty: 2894.445801
	Iteration 20F: 3 clusters Score -879901.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -879911.312500 Penalty: 2894.445801
	Iteration 21Q: 3 clusters Score -879911.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -879919.062500 Penalty: 2894.445801
	Iteration 22Q: 3 clusters Score -879919.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -879925.562500 Penalty: 2894.445801
	Iteration 23Q: 3 clusters Score -879925.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -879929.125000 Penalty: 2894.445801
	Iteration 24Q: 3 clusters Score -879929.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -879933.125000 Penalty: 2894.445801
	Iteration 25Q: 3 clusters Score -879933.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -879940.000000 Penalty: 2894.445801
	Iteration 26Q: 3 clusters Score -879940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -879938.937500 Penalty: 2894.445801
	Iteration 27Q: 3 clusters Score -879938.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -879942.375000 Penalty: 2894.445801
	Iteration 28Q: 3 clusters Score -879942.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -879948.062500 Penalty: 2894.445801
	Iteration 29Q: 3 clusters Score -879948.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -879948.437500 Penalty: 2894.445801
	Iteration 30Q: 3 clusters Score -879948.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -879950.812500 Penalty: 2894.445801
	Iteration 31Q: 3 clusters Score -879950.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -879954.937500 Penalty: 2894.445801
	Iteration 32Q: 3 clusters Score -879954.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -879958.937500 Penalty: 2894.445801
	Iteration 33Q: 3 clusters Score -879958.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -879963.312500 Penalty: 2894.445801
	Iteration 34Q: 3 clusters Score -879963.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -879969.250000 Penalty: 2894.445801
	Iteration 35Q: 3 clusters Score -879969.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -879969.687500 Penalty: 2894.445801
	Iteration 36Q: 3 clusters Score -879969.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -879970.312500 Penalty: 2894.445801
	Iteration 37Q: 3 clusters Score -879970.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -879973.125000 Penalty: 2894.445801
	Iteration 38Q: 3 clusters Score -879973.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -879976.000000 Penalty: 2894.445801
	Iteration 39Q: 3 clusters Score -879976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -879978.187500 Penalty: 2894.445801
	Iteration 40F: 3 clusters Score -879978.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -879980.562500 Penalty: 2894.445801
	Iteration 41Q: 3 clusters Score -879980.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -879981.812500 Penalty: 2894.445801
	Iteration 42Q: 3 clusters Score -879981.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -879986.062500 Penalty: 2894.445801
	Iteration 43Q: 3 clusters Score -879986.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -879985.750000 Penalty: 2894.445801
	Iteration 44Q: 3 clusters Score -879985.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -879989.437500 Penalty: 2894.445801
	Iteration 45Q: 3 clusters Score -879989.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -879994.187500 Penalty: 2894.445801
	Iteration 46Q: 3 clusters Score -879994.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -880000.000000 Penalty: 2894.445801
	Iteration 47Q: 3 clusters Score -880000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -880004.250000 Penalty: 2894.445801
	Iteration 48Q: 3 clusters Score -880004.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -880007.000000 Penalty: 2894.445801
	Iteration 49Q: 3 clusters Score -880007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -880009.062500 Penalty: 2894.445801
	Iteration 50Q: 3 clusters Score -880009.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -880011.750000 Penalty: 2894.445801
	Iteration 51Q: 3 clusters Score -880011.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -880014.000000 Penalty: 2894.445801
	Iteration 52Q: 3 clusters Score -880014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -880014.750000 Penalty: 2894.445801
	Iteration 53Q: 3 clusters Score -880014.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -880015.812500 Penalty: 2894.445801
	Iteration 54Q: 3 clusters Score -880015.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -880017.500000 Penalty: 2894.445801
	Iteration 55Q: 3 clusters Score -880017.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -880021.687500 Penalty: 2894.445801
	Iteration 56Q: 3 clusters Score -880021.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -880022.812500 Penalty: 2894.445801
	Iteration 57Q: 3 clusters Score -880022.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -880023.562500 Penalty: 2894.445801
	Iteration 58Q: 3 clusters Score -880023.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -880027.375000 Penalty: 2894.445801
	Iteration 59Q: 3 clusters Score -880027.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -880030.375000 Penalty: 2894.445801
	Iteration 60F: 3 clusters Score -880030.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -880031.625000 Penalty: 2894.445801
	Iteration 61Q: 3 clusters Score -880031.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -880035.437500 Penalty: 2894.445801
	Iteration 62Q: 3 clusters Score -880035.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -880037.125000 Penalty: 2894.445801
	Iteration 63Q: 3 clusters Score -880037.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -880039.937500 Penalty: 2894.445801
	Iteration 64Q: 3 clusters Score -880039.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -880043.000000 Penalty: 2894.445801
	Iteration 65Q: 3 clusters Score -880043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -880044.312500 Penalty: 2894.445801
	Iteration 66Q: 3 clusters Score -880044.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -880047.375000 Penalty: 2894.445801
	Iteration 67Q: 3 clusters Score -880047.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -880049.187500 Penalty: 2894.445801
	Iteration 68Q: 3 clusters Score -880049.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -880050.062500 Penalty: 2894.445801
	Iteration 69Q: 3 clusters Score -880050.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -880058.312500 Penalty: 2894.445801
	Iteration 70Q: 3 clusters Score -880058.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -880059.250000 Penalty: 2894.445801
	Iteration 71Q: 3 clusters Score -880059.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -880062.562500 Penalty: 2894.445801
	Iteration 72Q: 3 clusters Score -880062.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -880066.312500 Penalty: 2894.445801
	Iteration 73Q: 3 clusters Score -880066.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -880071.187500 Penalty: 2894.445801
	Iteration 74Q: 3 clusters Score -880071.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -880070.125000 Penalty: 2894.445801
	Iteration 75Q: 3 clusters Score -880070.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -880075.062500 Penalty: 2894.445801
	Iteration 76Q: 3 clusters Score -880075.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -880078.000000 Penalty: 2894.445801
	Iteration 77Q: 3 clusters Score -880078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -880080.750000 Penalty: 2894.445801
	Iteration 78Q: 3 clusters Score -880080.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -880080.500000 Penalty: 2894.445801
	Iteration 79Q: 3 clusters Score -880080.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -880084.375000 Penalty: 2894.445801
	Iteration 80F: 3 clusters Score -880084.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -880088.812500 Penalty: 2894.445801
	Iteration 81Q: 3 clusters Score -880088.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -880092.875000 Penalty: 2894.445801
	Iteration 82Q: 3 clusters Score -880092.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -880098.125000 Penalty: 2894.445801
	Iteration 83Q: 3 clusters Score -880098.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -880102.812500 Penalty: 2894.445801
	Iteration 84Q: 3 clusters Score -880102.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -880105.312500 Penalty: 2894.445801
	Iteration 85Q: 3 clusters Score -880105.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -880110.187500 Penalty: 2894.445801
	Iteration 86Q: 3 clusters Score -880110.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -880112.687500 Penalty: 2894.445801
	Iteration 87Q: 3 clusters Score -880112.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -880115.437500 Penalty: 2894.445801
	Iteration 88Q: 3 clusters Score -880115.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -880121.250000 Penalty: 2894.445801
	Iteration 89Q: 3 clusters Score -880121.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -880127.562500 Penalty: 2894.445801
	Iteration 90Q: 3 clusters Score -880127.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -880133.375000 Penalty: 2894.445801
	Iteration 91Q: 3 clusters Score -880133.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -880140.875000 Penalty: 2894.445801
	Iteration 92Q: 3 clusters Score -880140.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -880146.625000 Penalty: 2894.445801
	Iteration 93Q: 3 clusters Score -880146.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -880153.500000 Penalty: 2894.445801
	Iteration 94Q: 3 clusters Score -880153.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -880156.937500 Penalty: 2894.445801
	Iteration 95Q: 3 clusters Score -880156.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -880160.437500 Penalty: 2894.445801
	Iteration 96Q: 3 clusters Score -880160.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -880163.062500 Penalty: 2894.445801
	Iteration 97Q: 3 clusters Score -880163.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -880163.937500 Penalty: 2894.445801
	Iteration 98Q: 3 clusters Score -880163.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -880165.062500 Penalty: 2894.445801
	Iteration 99Q: 3 clusters Score -880165.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -880168.625000 Penalty: 2894.445801
	Iteration 100F: 3 clusters Score -880168.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -880171.062500 Penalty: 2894.445801
	Iteration 101Q: 3 clusters Score -880171.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -880175.812500 Penalty: 2894.445801
	Iteration 102Q: 3 clusters Score -880175.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -880178.687500 Penalty: 2894.445801
	Iteration 103Q: 3 clusters Score -880178.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -880183.062500 Penalty: 2894.445801
	Iteration 104Q: 3 clusters Score -880183.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -880183.312500 Penalty: 2894.445801
	Iteration 105Q: 3 clusters Score -880183.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -880184.687500 Penalty: 2894.445801
	Iteration 106Q: 3 clusters Score -880184.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -880186.187500 Penalty: 2894.445801
	Iteration 107Q: 3 clusters Score -880186.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -880184.812500 Penalty: 2894.445801
	Iteration 108Q: 3 clusters Score -880184.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -880185.687500 Penalty: 2894.445801
	Iteration 109Q: 3 clusters Score -880185.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -880186.312500 Penalty: 2894.445801
	Iteration 110Q: 3 clusters Score -880186.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -880187.562500 Penalty: 2894.445801
	Iteration 111Q: 3 clusters Score -880187.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -880188.250000 Penalty: 2894.445801
	Iteration 112Q: 3 clusters Score -880188.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -880190.812500 Penalty: 2894.445801
	Iteration 113Q: 3 clusters Score -880190.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -880193.187500 Penalty: 2894.445801
	Iteration 114Q: 3 clusters Score -880193.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -880192.312500 Penalty: 2894.445801
	Iteration 115Q: 3 clusters Score -880192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -880192.625000 Penalty: 2894.445801
	Iteration 116Q: 3 clusters Score -880192.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -880192.437500 Penalty: 2894.445801
	Iteration 117Q: 3 clusters Score -880192.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -880192.437500 Penalty: 2894.445801
	Iteration 118F: 3 clusters Score -880192.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70682 members 
Entering Unmasked Estep 
Score: -8805594.000000 Penalty: 1814.466187
	Iteration 0F: 2 clusters Score -8805594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -8759581.000000 Penalty: 3628.932373
	Iteration 0F: 3 clusters Score -8759581 nChanged 33473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -8778751.000000 Penalty: 3628.932373
	Iteration 1F: 3 clusters Score -8778751 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -8779390.000000 Penalty: 3628.932373
	Iteration 2Q: 3 clusters Score -8779390 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -8780368.000000 Penalty: 3628.932373
	Iteration 3Q: 3 clusters Score -8780368 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -8782006.000000 Penalty: 3628.932373
	Iteration 4F: 3 clusters Score -8782006 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -8785123.000000 Penalty: 3628.932373
	Iteration 5F: 3 clusters Score -8785123 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -8790045.000000 Penalty: 3628.932373
	Iteration 6F: 3 clusters Score -8790045 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62462 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -8795900.000000 Penalty: 3628.932373
	Iteration 7F: 3 clusters Score -8795900 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -8800607.000000 Penalty: 3628.932373
	Iteration 8F: 3 clusters Score -8800607 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8802895.000000 Penalty: 3628.932373
	Iteration 9Q: 3 clusters Score -8802895 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70337 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8803637.000000 Penalty: 3628.932373
	Iteration 10Q: 3 clusters Score -8803637 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70499 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8803835.000000 Penalty: 3628.932373
	Iteration 11Q: 3 clusters Score -8803835 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70543 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8803910.000000 Penalty: 3628.932373
	Iteration 12Q: 3 clusters Score -8803910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70560 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8803945.000000 Penalty: 3628.932373
	Iteration 13Q: 3 clusters Score -8803945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70568 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8803963.000000 Penalty: 3628.932373
	Iteration 14Q: 3 clusters Score -8803963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70567 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8803969.000000 Penalty: 3628.932373
	Iteration 15Q: 3 clusters Score -8803969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70568 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8803977.000000 Penalty: 3628.932373
	Iteration 16Q: 3 clusters Score -8803977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70570 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8803976.000000 Penalty: 3628.932373
	Iteration 17Q: 3 clusters Score -8803976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70572 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8803988.000000 Penalty: 3628.932373
	Iteration 18Q: 3 clusters Score -8803988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8803986.000000 Penalty: 3628.932373
	Iteration 19Q: 3 clusters Score -8803986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70574 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8803984.000000 Penalty: 3628.932373
	Iteration 20F: 3 clusters Score -8803984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8804002.000000 Penalty: 3628.932373
	Iteration 21Q: 3 clusters Score -8804002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8804002.000000 Penalty: 3628.932373
	Iteration 22F: 3 clusters Score -8804002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79722 members 
Entering Unmasked Estep 
Score: -9904699.000000 Penalty: 1834.023804
	Iteration 0F: 2 clusters Score -9904699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -9853312.000000 Penalty: 3668.047607
	Iteration 0F: 3 clusters Score -9853312 nChanged 37836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -9876127.000000 Penalty: 3668.047607
	Iteration 1F: 3 clusters Score -9876127 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -9877475.000000 Penalty: 3668.047607
	Iteration 2Q: 3 clusters Score -9877475 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -9879337.000000 Penalty: 3668.047607
	Iteration 3Q: 3 clusters Score -9879337 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -9882268.000000 Penalty: 3668.047607
	Iteration 4F: 3 clusters Score -9882268 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -9886096.000000 Penalty: 3668.047607
	Iteration 5F: 3 clusters Score -9886096 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -9890113.000000 Penalty: 3668.047607
	Iteration 6F: 3 clusters Score -9890113 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -9893088.000000 Penalty: 3668.047607
	Iteration 7F: 3 clusters Score -9893088 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -9894605.000000 Penalty: 3668.047607
	Iteration 8Q: 3 clusters Score -9894605 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -9895414.000000 Penalty: 3668.047607
	Iteration 9Q: 3 clusters Score -9895414 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -9895949.000000 Penalty: 3668.047607
	Iteration 10Q: 3 clusters Score -9895949 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -9896382.000000 Penalty: 3668.047607
	Iteration 11Q: 3 clusters Score -9896382 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -9896743.000000 Penalty: 3668.047607
	Iteration 12Q: 3 clusters Score -9896743 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -9897180.000000 Penalty: 3668.047607
	Iteration 13Q: 3 clusters Score -9897180 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60081 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -9897573.000000 Penalty: 3668.047607
	Iteration 14Q: 3 clusters Score -9897573 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61307 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -9898048.000000 Penalty: 3668.047607
	Iteration 15Q: 3 clusters Score -9898048 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -9898455.000000 Penalty: 3668.047607
	Iteration 16Q: 3 clusters Score -9898455 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -9898953.000000 Penalty: 3668.047607
	Iteration 17Q: 3 clusters Score -9898953 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65109 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -9899439.000000 Penalty: 3668.047607
	Iteration 18Q: 3 clusters Score -9899439 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -9899975.000000 Penalty: 3668.047607
	Iteration 19Q: 3 clusters Score -9899975 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -9900494.000000 Penalty: 3668.047607
	Iteration 20F: 3 clusters Score -9900494 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68635 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -9900979.000000 Penalty: 3668.047607
	Iteration 21Q: 3 clusters Score -9900979 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69654 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -9901373.000000 Penalty: 3668.047607
	Iteration 22Q: 3 clusters Score -9901373 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70647 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -9901745.000000 Penalty: 3668.047607
	Iteration 23Q: 3 clusters Score -9901745 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71609 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -9902040.000000 Penalty: 3668.047607
	Iteration 24Q: 3 clusters Score -9902040 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72494 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -9902332.000000 Penalty: 3668.047607
	Iteration 25Q: 3 clusters Score -9902332 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -9902477.000000 Penalty: 3668.047607
	Iteration 26Q: 3 clusters Score -9902477 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -9902717.000000 Penalty: 3668.047607
	Iteration 27Q: 3 clusters Score -9902717 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -9902868.000000 Penalty: 3668.047607
	Iteration 28Q: 3 clusters Score -9902868 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75438 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -9902992.000000 Penalty: 3668.047607
	Iteration 29Q: 3 clusters Score -9902992 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -9903132.000000 Penalty: 3668.047607
	Iteration 30Q: 3 clusters Score -9903132 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76531 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -9903269.000000 Penalty: 3668.047607
	Iteration 31Q: 3 clusters Score -9903269 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76968 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -9903332.000000 Penalty: 3668.047607
	Iteration 32Q: 3 clusters Score -9903332 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77331 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -9903443.000000 Penalty: 3668.047607
	Iteration 33Q: 3 clusters Score -9903443 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -9903503.000000 Penalty: 3668.047607
	Iteration 34Q: 3 clusters Score -9903503 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77868 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -9903537.000000 Penalty: 3668.047607
	Iteration 35Q: 3 clusters Score -9903537 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -9903584.000000 Penalty: 3668.047607
	Iteration 36Q: 3 clusters Score -9903584 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78261 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -9903660.000000 Penalty: 3668.047607
	Iteration 37Q: 3 clusters Score -9903660 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78417 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -9903715.000000 Penalty: 3668.047607
	Iteration 38Q: 3 clusters Score -9903715 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78524 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9903730.000000 Penalty: 3668.047607
	Iteration 39Q: 3 clusters Score -9903730 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78610 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9903763.000000 Penalty: 3668.047607
	Iteration 40F: 3 clusters Score -9903763 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78687 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9903778.000000 Penalty: 3668.047607
	Iteration 41Q: 3 clusters Score -9903778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78745 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9903782.000000 Penalty: 3668.047607
	Iteration 42Q: 3 clusters Score -9903782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78792 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9903784.000000 Penalty: 3668.047607
	Iteration 43Q: 3 clusters Score -9903784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9903786.000000 Penalty: 3668.047607
	Iteration 44Q: 3 clusters Score -9903786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78850 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9903797.000000 Penalty: 3668.047607
	Iteration 45Q: 3 clusters Score -9903797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78870 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -9903806.000000 Penalty: 3668.047607
	Iteration 46Q: 3 clusters Score -9903806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9903812.000000 Penalty: 3668.047607
	Iteration 47Q: 3 clusters Score -9903812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78907 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9903810.000000 Penalty: 3668.047607
	Iteration 48Q: 3 clusters Score -9903810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9903817.000000 Penalty: 3668.047607
	Iteration 49Q: 3 clusters Score -9903817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9903819.000000 Penalty: 3668.047607
	Iteration 50Q: 3 clusters Score -9903819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9903812.000000 Penalty: 3668.047607
	Iteration 51Q: 3 clusters Score -9903812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9903821.000000 Penalty: 3668.047607
	Iteration 52Q: 3 clusters Score -9903821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78983 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9903816.000000 Penalty: 3668.047607
	Iteration 53Q: 3 clusters Score -9903816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9903810.000000 Penalty: 3668.047607
	Iteration 54Q: 3 clusters Score -9903810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79004 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9903805.000000 Penalty: 3668.047607
	Iteration 55Q: 3 clusters Score -9903805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79007 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9903809.000000 Penalty: 3668.047607
	Iteration 56Q: 3 clusters Score -9903809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79014 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9903818.000000 Penalty: 3668.047607
	Iteration 57Q: 3 clusters Score -9903818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79019 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9903811.000000 Penalty: 3668.047607
	Iteration 58Q: 3 clusters Score -9903811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79022 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9903810.000000 Penalty: 3668.047607
	Iteration 59Q: 3 clusters Score -9903810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79023 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9903811.000000 Penalty: 3668.047607
	Iteration 60F: 3 clusters Score -9903811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79027 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9903812.000000 Penalty: 3668.047607
	Iteration 61Q: 3 clusters Score -9903812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79031 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9903811.000000 Penalty: 3668.047607
	Iteration 62Q: 3 clusters Score -9903811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79031 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9903811.000000 Penalty: 3668.047607
	Iteration 63F: 3 clusters Score -9903811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Entering Unmasked Estep 
Score: -562850.375000 Penalty: 1367.103271
	Iteration 0F: 2 clusters Score -562850.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -559217.875000 Penalty: 2734.206543
	Iteration 0F: 3 clusters Score -559217.9 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -560121.937500 Penalty: 2734.206543
	Iteration 1F: 3 clusters Score -560121.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -560280.312500 Penalty: 2734.206543
	Iteration 2F: 3 clusters Score -560280.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -560399.875000 Penalty: 2734.206543
	Iteration 3F: 3 clusters Score -560399.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -560480.187500 Penalty: 2734.206543
	Iteration 4Q: 3 clusters Score -560480.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -560552.250000 Penalty: 2734.206543
	Iteration 5Q: 3 clusters Score -560552.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -560606.562500 Penalty: 2734.206543
	Iteration 6Q: 3 clusters Score -560606.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -560637.812500 Penalty: 2734.206543
	Iteration 7Q: 3 clusters Score -560637.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -560662.187500 Penalty: 2734.206543
	Iteration 8Q: 3 clusters Score -560662.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -560692.187500 Penalty: 2734.206543
	Iteration 9Q: 3 clusters Score -560692.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -560719.437500 Penalty: 2734.206543
	Iteration 10Q: 3 clusters Score -560719.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -560742.500000 Penalty: 2734.206543
	Iteration 11Q: 3 clusters Score -560742.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -560766.375000 Penalty: 2734.206543
	Iteration 12Q: 3 clusters Score -560766.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -560791.750000 Penalty: 2734.206543
	Iteration 13Q: 3 clusters Score -560791.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -560819.000000 Penalty: 2734.206543
	Iteration 14Q: 3 clusters Score -560819 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -560856.500000 Penalty: 2734.206543
	Iteration 15Q: 3 clusters Score -560856.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -560888.625000 Penalty: 2734.206543
	Iteration 16Q: 3 clusters Score -560888.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -560924.937500 Penalty: 2734.206543
	Iteration 17Q: 3 clusters Score -560924.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -560977.437500 Penalty: 2734.206543
	Iteration 18Q: 3 clusters Score -560977.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -561044.875000 Penalty: 2734.206543
	Iteration 19Q: 3 clusters Score -561044.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -561096.812500 Penalty: 2734.206543
	Iteration 20F: 3 clusters Score -561096.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -561134.750000 Penalty: 2734.206543
	Iteration 21Q: 3 clusters Score -561134.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -561177.187500 Penalty: 2734.206543
	Iteration 22Q: 3 clusters Score -561177.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -561214.625000 Penalty: 2734.206543
	Iteration 23Q: 3 clusters Score -561214.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -561238.375000 Penalty: 2734.206543
	Iteration 24Q: 3 clusters Score -561238.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -561253.000000 Penalty: 2734.206543
	Iteration 25Q: 3 clusters Score -561253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -561260.812500 Penalty: 2734.206543
	Iteration 26Q: 3 clusters Score -561260.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -561269.437500 Penalty: 2734.206543
	Iteration 27Q: 3 clusters Score -561269.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -561278.937500 Penalty: 2734.206543
	Iteration 28Q: 3 clusters Score -561278.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -561286.000000 Penalty: 2734.206543
	Iteration 29Q: 3 clusters Score -561286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -561294.437500 Penalty: 2734.206543
	Iteration 30Q: 3 clusters Score -561294.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -561301.312500 Penalty: 2734.206543
	Iteration 31Q: 3 clusters Score -561301.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -561308.937500 Penalty: 2734.206543
	Iteration 32Q: 3 clusters Score -561308.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -561314.125000 Penalty: 2734.206543
	Iteration 33Q: 3 clusters Score -561314.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -561322.937500 Penalty: 2734.206543
	Iteration 34Q: 3 clusters Score -561322.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -561328.562500 Penalty: 2734.206543
	Iteration 35Q: 3 clusters Score -561328.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -561329.562500 Penalty: 2734.206543
	Iteration 36Q: 3 clusters Score -561329.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -561331.062500 Penalty: 2734.206543
	Iteration 37Q: 3 clusters Score -561331.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -561333.625000 Penalty: 2734.206543
	Iteration 38Q: 3 clusters Score -561333.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -561336.500000 Penalty: 2734.206543
	Iteration 39Q: 3 clusters Score -561336.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -561338.937500 Penalty: 2734.206543
	Iteration 40F: 3 clusters Score -561338.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -561339.250000 Penalty: 2734.206543
	Iteration 41Q: 3 clusters Score -561339.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -561342.250000 Penalty: 2734.206543
	Iteration 42Q: 3 clusters Score -561342.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -561345.187500 Penalty: 2734.206543
	Iteration 43Q: 3 clusters Score -561345.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -561351.437500 Penalty: 2734.206543
	Iteration 44Q: 3 clusters Score -561351.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -561355.375000 Penalty: 2734.206543
	Iteration 45Q: 3 clusters Score -561355.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -561355.750000 Penalty: 2734.206543
	Iteration 46Q: 3 clusters Score -561355.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -561357.750000 Penalty: 2734.206543
	Iteration 47Q: 3 clusters Score -561357.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -561359.937500 Penalty: 2734.206543
	Iteration 48Q: 3 clusters Score -561359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -561360.750000 Penalty: 2734.206543
	Iteration 49Q: 3 clusters Score -561360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -561360.562500 Penalty: 2734.206543
	Iteration 50Q: 3 clusters Score -561360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -561362.062500 Penalty: 2734.206543
	Iteration 51Q: 3 clusters Score -561362.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -561360.937500 Penalty: 2734.206543
	Iteration 52Q: 3 clusters Score -561360.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -561360.937500 Penalty: 2734.206543
	Iteration 53F: 3 clusters Score -561360.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -358927.093750 Penalty: 1293.155029
	Iteration 0F: 2 clusters Score -358927.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -356314.312500 Penalty: 2586.310059
	Iteration 0F: 3 clusters Score -356314.3 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -356935.468750 Penalty: 2586.310059
	Iteration 1F: 3 clusters Score -356935.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -357045.125000 Penalty: 2586.310059
	Iteration 2F: 3 clusters Score -357045.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -357108.906250 Penalty: 2586.310059
	Iteration 3Q: 3 clusters Score -357108.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -357156.031250 Penalty: 2586.310059
	Iteration 4Q: 3 clusters Score -357156 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -357194.343750 Penalty: 2586.310059
	Iteration 5Q: 3 clusters Score -357194.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -357225.875000 Penalty: 2586.310059
	Iteration 6Q: 3 clusters Score -357225.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -357255.062500 Penalty: 2586.310059
	Iteration 7Q: 3 clusters Score -357255.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -357277.781250 Penalty: 2586.310059
	Iteration 8Q: 3 clusters Score -357277.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -357301.468750 Penalty: 2586.310059
	Iteration 9Q: 3 clusters Score -357301.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -357320.812500 Penalty: 2586.310059
	Iteration 10Q: 3 clusters Score -357320.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -357336.031250 Penalty: 2586.310059
	Iteration 11Q: 3 clusters Score -357336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -357354.656250 Penalty: 2586.310059
	Iteration 12Q: 3 clusters Score -357354.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -357372.718750 Penalty: 2586.310059
	Iteration 13Q: 3 clusters Score -357372.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -357386.218750 Penalty: 2586.310059
	Iteration 14Q: 3 clusters Score -357386.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -357394.375000 Penalty: 2586.310059
	Iteration 15Q: 3 clusters Score -357394.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -357402.625000 Penalty: 2586.310059
	Iteration 16Q: 3 clusters Score -357402.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -357413.593750 Penalty: 2586.310059
	Iteration 17Q: 3 clusters Score -357413.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -357426.125000 Penalty: 2586.310059
	Iteration 18Q: 3 clusters Score -357426.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -357440.500000 Penalty: 2586.310059
	Iteration 19Q: 3 clusters Score -357440.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -357452.937500 Penalty: 2586.310059
	Iteration 20F: 3 clusters Score -357452.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -357473.843750 Penalty: 2586.310059
	Iteration 21Q: 3 clusters Score -357473.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -357493.875000 Penalty: 2586.310059
	Iteration 22Q: 3 clusters Score -357493.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -357507.312500 Penalty: 2586.310059
	Iteration 23Q: 3 clusters Score -357507.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -357516.125000 Penalty: 2586.310059
	Iteration 24Q: 3 clusters Score -357516.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -357527.218750 Penalty: 2586.310059
	Iteration 25Q: 3 clusters Score -357527.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -357540.062500 Penalty: 2586.310059
	Iteration 26Q: 3 clusters Score -357540.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -357552.718750 Penalty: 2586.310059
	Iteration 27Q: 3 clusters Score -357552.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -357566.531250 Penalty: 2586.310059
	Iteration 28Q: 3 clusters Score -357566.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -357575.968750 Penalty: 2586.310059
	Iteration 29Q: 3 clusters Score -357576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -357584.437500 Penalty: 2586.310059
	Iteration 30Q: 3 clusters Score -357584.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -357591.250000 Penalty: 2586.310059
	Iteration 31Q: 3 clusters Score -357591.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -357599.406250 Penalty: 2586.310059
	Iteration 32Q: 3 clusters Score -357599.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -357605.187500 Penalty: 2586.310059
	Iteration 33Q: 3 clusters Score -357605.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -357609.656250 Penalty: 2586.310059
	Iteration 34Q: 3 clusters Score -357609.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -357615.593750 Penalty: 2586.310059
	Iteration 35Q: 3 clusters Score -357615.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -357624.187500 Penalty: 2586.310059
	Iteration 36Q: 3 clusters Score -357624.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -357630.968750 Penalty: 2586.310059
	Iteration 37Q: 3 clusters Score -357631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -357639.406250 Penalty: 2586.310059
	Iteration 38Q: 3 clusters Score -357639.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -357648.812500 Penalty: 2586.310059
	Iteration 39Q: 3 clusters Score -357648.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -357658.750000 Penalty: 2586.310059
	Iteration 40F: 3 clusters Score -357658.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -357664.031250 Penalty: 2586.310059
	Iteration 41Q: 3 clusters Score -357664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -357669.250000 Penalty: 2586.310059
	Iteration 42Q: 3 clusters Score -357669.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -357675.687500 Penalty: 2586.310059
	Iteration 43Q: 3 clusters Score -357675.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -357680.656250 Penalty: 2586.310059
	Iteration 44Q: 3 clusters Score -357680.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -357685.781250 Penalty: 2586.310059
	Iteration 45Q: 3 clusters Score -357685.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -357691.906250 Penalty: 2586.310059
	Iteration 46Q: 3 clusters Score -357691.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -357700.812500 Penalty: 2586.310059
	Iteration 47Q: 3 clusters Score -357700.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -357709.656250 Penalty: 2586.310059
	Iteration 48Q: 3 clusters Score -357709.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -357719.250000 Penalty: 2586.310059
	Iteration 49Q: 3 clusters Score -357719.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -357728.937500 Penalty: 2586.310059
	Iteration 50Q: 3 clusters Score -357728.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -357736.406250 Penalty: 2586.310059
	Iteration 51Q: 3 clusters Score -357736.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -357740.750000 Penalty: 2586.310059
	Iteration 52Q: 3 clusters Score -357740.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -357745.968750 Penalty: 2586.310059
	Iteration 53Q: 3 clusters Score -357746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -357755.250000 Penalty: 2586.310059
	Iteration 54Q: 3 clusters Score -357755.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -357759.375000 Penalty: 2586.310059
	Iteration 55Q: 3 clusters Score -357759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -357760.593750 Penalty: 2586.310059
	Iteration 56Q: 3 clusters Score -357760.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -357761.937500 Penalty: 2586.310059
	Iteration 57Q: 3 clusters Score -357761.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -357762.281250 Penalty: 2586.310059
	Iteration 58Q: 3 clusters Score -357762.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -357763.218750 Penalty: 2586.310059
	Iteration 59Q: 3 clusters Score -357763.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -357766.406250 Penalty: 2586.310059
	Iteration 60F: 3 clusters Score -357766.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -357770.687500 Penalty: 2586.310059
	Iteration 61Q: 3 clusters Score -357770.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -357773.281250 Penalty: 2586.310059
	Iteration 62Q: 3 clusters Score -357773.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -357775.593750 Penalty: 2586.310059
	Iteration 63Q: 3 clusters Score -357775.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -357777.406250 Penalty: 2586.310059
	Iteration 64Q: 3 clusters Score -357777.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -357778.718750 Penalty: 2586.310059
	Iteration 65Q: 3 clusters Score -357778.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -357780.125000 Penalty: 2586.310059
	Iteration 66Q: 3 clusters Score -357780.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -357781.218750 Penalty: 2586.310059
	Iteration 67Q: 3 clusters Score -357781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -357782.062500 Penalty: 2586.310059
	Iteration 68Q: 3 clusters Score -357782.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -357782.593750 Penalty: 2586.310059
	Iteration 69Q: 3 clusters Score -357782.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -357782.593750 Penalty: 2586.310059
	Iteration 70F: 3 clusters Score -357782.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -95875.468750 Penalty: 1082.759033
	Iteration 0F: 2 clusters Score -95875.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94566.695312 Penalty: 2165.518066
	Iteration 0F: 3 clusters Score -94566.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -94764.765625 Penalty: 2165.518066
	Iteration 1F: 3 clusters Score -94764.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -94811.945312 Penalty: 2165.518066
	Iteration 2F: 3 clusters Score -94811.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94845.109375 Penalty: 2165.518066
	Iteration 3Q: 3 clusters Score -94845.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -94871.335938 Penalty: 2165.518066
	Iteration 4Q: 3 clusters Score -94871.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94885.929688 Penalty: 2165.518066
	Iteration 5Q: 3 clusters Score -94885.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -94895.304688 Penalty: 2165.518066
	Iteration 6Q: 3 clusters Score -94895.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -94902.679688 Penalty: 2165.518066
	Iteration 7Q: 3 clusters Score -94902.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94908.515625 Penalty: 2165.518066
	Iteration 8Q: 3 clusters Score -94908.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -94911.218750 Penalty: 2165.518066
	Iteration 9Q: 3 clusters Score -94911.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -94914.921875 Penalty: 2165.518066
	Iteration 10Q: 3 clusters Score -94914.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94915.679688 Penalty: 2165.518066
	Iteration 11Q: 3 clusters Score -94915.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94915.679688 Penalty: 2165.518066
	Iteration 12F: 3 clusters Score -94915.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56104.304688 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56104.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55176.601562 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55176.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55275.585938 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55275.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55299.539062 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55299.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55317.914062 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55317.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -55328.382812 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55328.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -55331.046875 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55331.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -55331.824219 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -55331.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -55331.824219 Penalty: 1890.561035
	Iteration 7F: 3 clusters Score -55331.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Entering Unmasked Estep 
Score: -2817990.000000 Penalty: 1633.791870
	Iteration 0F: 2 clusters Score -2817990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2802256.250000 Penalty: 3267.583740
	Iteration 0F: 3 clusters Score -2802256 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2808094.250000 Penalty: 3267.583740
	Iteration 1F: 3 clusters Score -2808094 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2808392.500000 Penalty: 3267.583740
	Iteration 2Q: 3 clusters Score -2808392 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2808648.000000 Penalty: 3267.583740
	Iteration 3Q: 3 clusters Score -2808648 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2808910.750000 Penalty: 3267.583740
	Iteration 4Q: 3 clusters Score -2808911 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2809171.000000 Penalty: 3267.583740
	Iteration 5Q: 3 clusters Score -2809171 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2809527.000000 Penalty: 3267.583740
	Iteration 6Q: 3 clusters Score -2809527 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2810005.250000 Penalty: 3267.583740
	Iteration 7Q: 3 clusters Score -2810005 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2810663.500000 Penalty: 3267.583740
	Iteration 8F: 3 clusters Score -2810664 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2811561.000000 Penalty: 3267.583740
	Iteration 9F: 3 clusters Score -2811561 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2812823.000000 Penalty: 3267.583740
	Iteration 10F: 3 clusters Score -2812823 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2814125.750000 Penalty: 3267.583740
	Iteration 11F: 3 clusters Score -2814126 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2815119.500000 Penalty: 3267.583740
	Iteration 12Q: 3 clusters Score -2815120 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2815760.250000 Penalty: 3267.583740
	Iteration 13Q: 3 clusters Score -2815760 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2816112.750000 Penalty: 3267.583740
	Iteration 14Q: 3 clusters Score -2816113 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -2816317.250000 Penalty: 3267.583740
	Iteration 15Q: 3 clusters Score -2816317 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2816431.250000 Penalty: 3267.583740
	Iteration 16Q: 3 clusters Score -2816431 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -2816497.000000 Penalty: 3267.583740
	Iteration 17Q: 3 clusters Score -2816497 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -2816535.250000 Penalty: 3267.583740
	Iteration 18Q: 3 clusters Score -2816535 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -2816567.500000 Penalty: 3267.583740
	Iteration 19Q: 3 clusters Score -2816568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -2816588.000000 Penalty: 3267.583740
	Iteration 20F: 3 clusters Score -2816588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -2816605.250000 Penalty: 3267.583740
	Iteration 21Q: 3 clusters Score -2816605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -2816608.500000 Penalty: 3267.583740
	Iteration 22Q: 3 clusters Score -2816608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -2816620.000000 Penalty: 3267.583740
	Iteration 23Q: 3 clusters Score -2816620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -2816637.000000 Penalty: 3267.583740
	Iteration 24Q: 3 clusters Score -2816637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -2816639.000000 Penalty: 3267.583740
	Iteration 25Q: 3 clusters Score -2816639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -2816647.000000 Penalty: 3267.583740
	Iteration 26Q: 3 clusters Score -2816647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -2816653.000000 Penalty: 3267.583740
	Iteration 27Q: 3 clusters Score -2816653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2816656.500000 Penalty: 3267.583740
	Iteration 28Q: 3 clusters Score -2816656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -2816663.750000 Penalty: 3267.583740
	Iteration 29Q: 3 clusters Score -2816664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2816663.750000 Penalty: 3267.583740
	Iteration 30Q: 3 clusters Score -2816664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -2816667.000000 Penalty: 3267.583740
	Iteration 31Q: 3 clusters Score -2816667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -2816666.500000 Penalty: 3267.583740
	Iteration 32Q: 3 clusters Score -2816666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -2816666.500000 Penalty: 3267.583740
	Iteration 33F: 3 clusters Score -2816666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (79560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79560 members 
Entering Unmasked Estep 
Score: -9850804.000000 Penalty: 1833.693359
	Iteration 0F: 2 clusters Score -9850804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -9799044.000000 Penalty: 3667.386719
	Iteration 0F: 3 clusters Score -9799044 nChanged 37772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -9820901.000000 Penalty: 3667.386719
	Iteration 1F: 3 clusters Score -9820901 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -9821448.000000 Penalty: 3667.386719
	Iteration 2Q: 3 clusters Score -9821448 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -9822068.000000 Penalty: 3667.386719
	Iteration 3Q: 3 clusters Score -9822068 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -9822862.000000 Penalty: 3667.386719
	Iteration 4Q: 3 clusters Score -9822862 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -9823978.000000 Penalty: 3667.386719
	Iteration 5Q: 3 clusters Score -9823978 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -9825813.000000 Penalty: 3667.386719
	Iteration 6Q: 3 clusters Score -9825813 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -9829024.000000 Penalty: 3667.386719
	Iteration 7F: 3 clusters Score -9829024 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -9833953.000000 Penalty: 3667.386719
	Iteration 8F: 3 clusters Score -9833953 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -9838646.000000 Penalty: 3667.386719
	Iteration 9F: 3 clusters Score -9838646 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -9841472.000000 Penalty: 3667.386719
	Iteration 10F: 3 clusters Score -9841472 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -9842684.000000 Penalty: 3667.386719
	Iteration 11Q: 3 clusters Score -9842684 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -9843429.000000 Penalty: 3667.386719
	Iteration 12Q: 3 clusters Score -9843429 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -9844064.000000 Penalty: 3667.386719
	Iteration 13Q: 3 clusters Score -9844064 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -9844598.000000 Penalty: 3667.386719
	Iteration 14Q: 3 clusters Score -9844598 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -9844993.000000 Penalty: 3667.386719
	Iteration 15Q: 3 clusters Score -9844993 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -9845482.000000 Penalty: 3667.386719
	Iteration 16Q: 3 clusters Score -9845482 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -9845882.000000 Penalty: 3667.386719
	Iteration 17Q: 3 clusters Score -9845882 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -9846256.000000 Penalty: 3667.386719
	Iteration 18Q: 3 clusters Score -9846256 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -9846578.000000 Penalty: 3667.386719
	Iteration 19Q: 3 clusters Score -9846578 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -9846958.000000 Penalty: 3667.386719
	Iteration 20F: 3 clusters Score -9846958 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -9847293.000000 Penalty: 3667.386719
	Iteration 21Q: 3 clusters Score -9847293 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60364 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -9847597.000000 Penalty: 3667.386719
	Iteration 22Q: 3 clusters Score -9847597 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61896 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -9847929.000000 Penalty: 3667.386719
	Iteration 23Q: 3 clusters Score -9847929 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -9848234.000000 Penalty: 3667.386719
	Iteration 24Q: 3 clusters Score -9848234 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -9848515.000000 Penalty: 3667.386719
	Iteration 25Q: 3 clusters Score -9848515 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -9848784.000000 Penalty: 3667.386719
	Iteration 26Q: 3 clusters Score -9848784 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -9848981.000000 Penalty: 3667.386719
	Iteration 27Q: 3 clusters Score -9848981 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67905 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -9849170.000000 Penalty: 3667.386719
	Iteration 28Q: 3 clusters Score -9849170 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -9849252.000000 Penalty: 3667.386719
	Iteration 29Q: 3 clusters Score -9849252 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -9849330.000000 Penalty: 3667.386719
	Iteration 30Q: 3 clusters Score -9849330 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70206 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -9849317.000000 Penalty: 3667.386719
	Iteration 31Q: 3 clusters Score -9849317 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -9849311.000000 Penalty: 3667.386719
	Iteration 32Q: 3 clusters Score -9849311 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -9849398.000000 Penalty: 3667.386719
	Iteration 33Q: 3 clusters Score -9849398 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71952 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -9849438.000000 Penalty: 3667.386719
	Iteration 34Q: 3 clusters Score -9849438 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -9849404.000000 Penalty: 3667.386719
	Iteration 35Q: 3 clusters Score -9849404 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -9849425.000000 Penalty: 3667.386719
	Iteration 36Q: 3 clusters Score -9849425 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73274 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -9849462.000000 Penalty: 3667.386719
	Iteration 37Q: 3 clusters Score -9849462 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -9849458.000000 Penalty: 3667.386719
	Iteration 38Q: 3 clusters Score -9849458 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73960 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -9849459.000000 Penalty: 3667.386719
	Iteration 39Q: 3 clusters Score -9849459 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -9849468.000000 Penalty: 3667.386719
	Iteration 40F: 3 clusters Score -9849468 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -9849463.000000 Penalty: 3667.386719
	Iteration 41Q: 3 clusters Score -9849463 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74820 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -9849494.000000 Penalty: 3667.386719
	Iteration 42Q: 3 clusters Score -9849494 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75079 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -9849516.000000 Penalty: 3667.386719
	Iteration 43Q: 3 clusters Score -9849516 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75309 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -9849503.000000 Penalty: 3667.386719
	Iteration 44Q: 3 clusters Score -9849503 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75515 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -9849471.000000 Penalty: 3667.386719
	Iteration 45Q: 3 clusters Score -9849471 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -9849464.000000 Penalty: 3667.386719
	Iteration 46Q: 3 clusters Score -9849464 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -9849448.000000 Penalty: 3667.386719
	Iteration 47Q: 3 clusters Score -9849448 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76043 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -9849449.000000 Penalty: 3667.386719
	Iteration 48Q: 3 clusters Score -9849449 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76169 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -9849448.000000 Penalty: 3667.386719
	Iteration 49Q: 3 clusters Score -9849448 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -9849466.000000 Penalty: 3667.386719
	Iteration 50Q: 3 clusters Score -9849466 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -9849478.000000 Penalty: 3667.386719
	Iteration 51Q: 3 clusters Score -9849478 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76529 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -9849469.000000 Penalty: 3667.386719
	Iteration 52Q: 3 clusters Score -9849469 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -9849468.000000 Penalty: 3667.386719
	Iteration 53Q: 3 clusters Score -9849468 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76745 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -9849456.000000 Penalty: 3667.386719
	Iteration 54Q: 3 clusters Score -9849456 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -9849452.000000 Penalty: 3667.386719
	Iteration 55Q: 3 clusters Score -9849452 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76943 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -9849444.000000 Penalty: 3667.386719
	Iteration 56Q: 3 clusters Score -9849444 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77040 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -9849437.000000 Penalty: 3667.386719
	Iteration 57Q: 3 clusters Score -9849437 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77124 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -9849438.000000 Penalty: 3667.386719
	Iteration 58Q: 3 clusters Score -9849438 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77200 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -9849434.000000 Penalty: 3667.386719
	Iteration 59Q: 3 clusters Score -9849434 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9849413.000000 Penalty: 3667.386719
	Iteration 60F: 3 clusters Score -9849413 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77357 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -9849406.000000 Penalty: 3667.386719
	Iteration 61Q: 3 clusters Score -9849406 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77423 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9849411.000000 Penalty: 3667.386719
	Iteration 62Q: 3 clusters Score -9849411 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77482 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -9849403.000000 Penalty: 3667.386719
	Iteration 63Q: 3 clusters Score -9849403 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77535 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -9849390.000000 Penalty: 3667.386719
	Iteration 64Q: 3 clusters Score -9849390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -9849383.000000 Penalty: 3667.386719
	Iteration 65Q: 3 clusters Score -9849383 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77630 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9849402.000000 Penalty: 3667.386719
	Iteration 66Q: 3 clusters Score -9849402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -9849391.000000 Penalty: 3667.386719
	Iteration 67Q: 3 clusters Score -9849391 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77707 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -9849388.000000 Penalty: 3667.386719
	Iteration 68Q: 3 clusters Score -9849388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77749 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9849375.000000 Penalty: 3667.386719
	Iteration 69Q: 3 clusters Score -9849375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77789 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9849372.000000 Penalty: 3667.386719
	Iteration 70Q: 3 clusters Score -9849372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77813 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9849379.000000 Penalty: 3667.386719
	Iteration 71Q: 3 clusters Score -9849379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77833 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -9849383.000000 Penalty: 3667.386719
	Iteration 72Q: 3 clusters Score -9849383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -9849389.000000 Penalty: 3667.386719
	Iteration 73Q: 3 clusters Score -9849389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -9849385.000000 Penalty: 3667.386719
	Iteration 74Q: 3 clusters Score -9849385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77881 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9849385.000000 Penalty: 3667.386719
	Iteration 75Q: 3 clusters Score -9849385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77899 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -9849381.000000 Penalty: 3667.386719
	Iteration 76Q: 3 clusters Score -9849381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77915 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -9849375.000000 Penalty: 3667.386719
	Iteration 77Q: 3 clusters Score -9849375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77932 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -9849386.000000 Penalty: 3667.386719
	Iteration 78Q: 3 clusters Score -9849386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -9849375.000000 Penalty: 3667.386719
	Iteration 79Q: 3 clusters Score -9849375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77970 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -9849386.000000 Penalty: 3667.386719
	Iteration 80F: 3 clusters Score -9849386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77986 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -9849371.000000 Penalty: 3667.386719
	Iteration 81Q: 3 clusters Score -9849371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9849373.000000 Penalty: 3667.386719
	Iteration 82Q: 3 clusters Score -9849373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -9849370.000000 Penalty: 3667.386719
	Iteration 83Q: 3 clusters Score -9849370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78048 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -9849363.000000 Penalty: 3667.386719
	Iteration 84Q: 3 clusters Score -9849363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78074 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -9849360.000000 Penalty: 3667.386719
	Iteration 85Q: 3 clusters Score -9849360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78091 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -9849366.000000 Penalty: 3667.386719
	Iteration 86Q: 3 clusters Score -9849366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78103 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -9849368.000000 Penalty: 3667.386719
	Iteration 87Q: 3 clusters Score -9849368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78120 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -9849362.000000 Penalty: 3667.386719
	Iteration 88Q: 3 clusters Score -9849362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -9849357.000000 Penalty: 3667.386719
	Iteration 89Q: 3 clusters Score -9849357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78165 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -9849367.000000 Penalty: 3667.386719
	Iteration 90Q: 3 clusters Score -9849367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78179 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9849355.000000 Penalty: 3667.386719
	Iteration 91Q: 3 clusters Score -9849355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78198 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -9849347.000000 Penalty: 3667.386719
	Iteration 92Q: 3 clusters Score -9849347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78218 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -9849354.000000 Penalty: 3667.386719
	Iteration 93Q: 3 clusters Score -9849354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78236 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9849368.000000 Penalty: 3667.386719
	Iteration 94Q: 3 clusters Score -9849368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78256 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -9849373.000000 Penalty: 3667.386719
	Iteration 95Q: 3 clusters Score -9849373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78275 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -9849376.000000 Penalty: 3667.386719
	Iteration 96Q: 3 clusters Score -9849376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -9849375.000000 Penalty: 3667.386719
	Iteration 97Q: 3 clusters Score -9849375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78317 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -9849369.000000 Penalty: 3667.386719
	Iteration 98Q: 3 clusters Score -9849369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78337 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -9849374.000000 Penalty: 3667.386719
	Iteration 99Q: 3 clusters Score -9849374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9849369.000000 Penalty: 3667.386719
	Iteration 100F: 3 clusters Score -9849369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78372 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -9849369.000000 Penalty: 3667.386719
	Iteration 101Q: 3 clusters Score -9849369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78388 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -9849368.000000 Penalty: 3667.386719
	Iteration 102Q: 3 clusters Score -9849368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78396 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9849368.000000 Penalty: 3667.386719
	Iteration 103Q: 3 clusters Score -9849368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9849375.000000 Penalty: 3667.386719
	Iteration 104Q: 3 clusters Score -9849375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9849388.000000 Penalty: 3667.386719
	Iteration 105Q: 3 clusters Score -9849388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78404 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9849390.000000 Penalty: 3667.386719
	Iteration 106Q: 3 clusters Score -9849390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78405 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9849384.000000 Penalty: 3667.386719
	Iteration 107Q: 3 clusters Score -9849384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78408 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -9849386.000000 Penalty: 3667.386719
	Iteration 108Q: 3 clusters Score -9849386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9849388.000000 Penalty: 3667.386719
	Iteration 109Q: 3 clusters Score -9849388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78417 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9849384.000000 Penalty: 3667.386719
	Iteration 110Q: 3 clusters Score -9849384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9849387.000000 Penalty: 3667.386719
	Iteration 111Q: 3 clusters Score -9849387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9849387.000000 Penalty: 3667.386719
	Iteration 112F: 3 clusters Score -9849387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Entering Unmasked Estep 
Score: -299874.750000 Penalty: 1266.457886
	Iteration 0F: 2 clusters Score -299874.8 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 1249 members 
Entering Unmasked Estep 
Score: -297461.156250 Penalty: 2532.915771
	Iteration 0F: 3 clusters Score -297461.2 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -297948.062500 Penalty: 2532.915771
	Iteration 1F: 3 clusters Score -297948.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -298063.781250 Penalty: 2532.915771
	Iteration 2F: 3 clusters Score -298063.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -298128.500000 Penalty: 2532.915771
	Iteration 3Q: 3 clusters Score -298128.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -298186.718750 Penalty: 2532.915771
	Iteration 4Q: 3 clusters Score -298186.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -298235.812500 Penalty: 2532.915771
	Iteration 5Q: 3 clusters Score -298235.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -298271.875000 Penalty: 2532.915771
	Iteration 6Q: 3 clusters Score -298271.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -298301.406250 Penalty: 2532.915771
	Iteration 7Q: 3 clusters Score -298301.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -298326.781250 Penalty: 2532.915771
	Iteration 8Q: 3 clusters Score -298326.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -298341.656250 Penalty: 2532.915771
	Iteration 9Q: 3 clusters Score -298341.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -298357.343750 Penalty: 2532.915771
	Iteration 10Q: 3 clusters Score -298357.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -298375.687500 Penalty: 2532.915771
	Iteration 11Q: 3 clusters Score -298375.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -298398.750000 Penalty: 2532.915771
	Iteration 12Q: 3 clusters Score -298398.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -298415.281250 Penalty: 2532.915771
	Iteration 13Q: 3 clusters Score -298415.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -298432.375000 Penalty: 2532.915771
	Iteration 14Q: 3 clusters Score -298432.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -298452.875000 Penalty: 2532.915771
	Iteration 15Q: 3 clusters Score -298452.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -298470.031250 Penalty: 2532.915771
	Iteration 16Q: 3 clusters Score -298470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -298477.031250 Penalty: 2532.915771
	Iteration 17Q: 3 clusters Score -298477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -298481.281250 Penalty: 2532.915771
	Iteration 18Q: 3 clusters Score -298481.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -298487.281250 Penalty: 2532.915771
	Iteration 19Q: 3 clusters Score -298487.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -298499.093750 Penalty: 2532.915771
	Iteration 20F: 3 clusters Score -298499.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -298509.031250 Penalty: 2532.915771
	Iteration 21Q: 3 clusters Score -298509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -298515.843750 Penalty: 2532.915771
	Iteration 22Q: 3 clusters Score -298515.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -298526.343750 Penalty: 2532.915771
	Iteration 23Q: 3 clusters Score -298526.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -298537.281250 Penalty: 2532.915771
	Iteration 24Q: 3 clusters Score -298537.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -298543.437500 Penalty: 2532.915771
	Iteration 25Q: 3 clusters Score -298543.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -298554.187500 Penalty: 2532.915771
	Iteration 26Q: 3 clusters Score -298554.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -298567.218750 Penalty: 2532.915771
	Iteration 27Q: 3 clusters Score -298567.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -298577.031250 Penalty: 2532.915771
	Iteration 28Q: 3 clusters Score -298577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -298585.218750 Penalty: 2532.915771
	Iteration 29Q: 3 clusters Score -298585.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -298593.437500 Penalty: 2532.915771
	Iteration 30Q: 3 clusters Score -298593.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -298598.593750 Penalty: 2532.915771
	Iteration 31Q: 3 clusters Score -298598.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -298602.750000 Penalty: 2532.915771
	Iteration 32Q: 3 clusters Score -298602.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -298606.406250 Penalty: 2532.915771
	Iteration 33Q: 3 clusters Score -298606.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -298610.718750 Penalty: 2532.915771
	Iteration 34Q: 3 clusters Score -298610.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -298617.937500 Penalty: 2532.915771
	Iteration 35Q: 3 clusters Score -298617.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -298625.062500 Penalty: 2532.915771
	Iteration 36Q: 3 clusters Score -298625.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -298633.656250 Penalty: 2532.915771
	Iteration 37Q: 3 clusters Score -298633.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -298641.593750 Penalty: 2532.915771
	Iteration 38Q: 3 clusters Score -298641.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -298647.312500 Penalty: 2532.915771
	Iteration 39Q: 3 clusters Score -298647.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -298651.187500 Penalty: 2532.915771
	Iteration 40F: 3 clusters Score -298651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -298655.468750 Penalty: 2532.915771
	Iteration 41Q: 3 clusters Score -298655.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -298662.093750 Penalty: 2532.915771
	Iteration 42Q: 3 clusters Score -298662.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -298668.781250 Penalty: 2532.915771
	Iteration 43Q: 3 clusters Score -298668.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -298675.906250 Penalty: 2532.915771
	Iteration 44Q: 3 clusters Score -298675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -298680.000000 Penalty: 2532.915771
	Iteration 45Q: 3 clusters Score -298680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -298682.125000 Penalty: 2532.915771
	Iteration 46Q: 3 clusters Score -298682.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -298684.531250 Penalty: 2532.915771
	Iteration 47Q: 3 clusters Score -298684.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -298687.468750 Penalty: 2532.915771
	Iteration 48Q: 3 clusters Score -298687.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -298689.312500 Penalty: 2532.915771
	Iteration 49Q: 3 clusters Score -298689.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -298690.593750 Penalty: 2532.915771
	Iteration 50Q: 3 clusters Score -298690.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -298691.968750 Penalty: 2532.915771
	Iteration 51Q: 3 clusters Score -298692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -298693.812500 Penalty: 2532.915771
	Iteration 52Q: 3 clusters Score -298693.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -298693.812500 Penalty: 2532.915771
	Iteration 53F: 3 clusters Score -298693.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Entering Unmasked Estep 
Score: -560598.312500 Penalty: 1364.154907
	Iteration 0F: 2 clusters Score -560598.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -557002.750000 Penalty: 2728.309814
	Iteration 0F: 3 clusters Score -557002.8 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -557924.125000 Penalty: 2728.309814
	Iteration 1F: 3 clusters Score -557924.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -558076.375000 Penalty: 2728.309814
	Iteration 2F: 3 clusters Score -558076.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -558163.812500 Penalty: 2728.309814
	Iteration 3Q: 3 clusters Score -558163.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -558227.687500 Penalty: 2728.309814
	Iteration 4Q: 3 clusters Score -558227.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -558264.062500 Penalty: 2728.309814
	Iteration 5Q: 3 clusters Score -558264.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -558291.812500 Penalty: 2728.309814
	Iteration 6Q: 3 clusters Score -558291.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -558326.187500 Penalty: 2728.309814
	Iteration 7Q: 3 clusters Score -558326.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -558354.375000 Penalty: 2728.309814
	Iteration 8Q: 3 clusters Score -558354.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -558379.000000 Penalty: 2728.309814
	Iteration 9Q: 3 clusters Score -558379 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -558397.375000 Penalty: 2728.309814
	Iteration 10Q: 3 clusters Score -558397.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -558412.187500 Penalty: 2728.309814
	Iteration 11Q: 3 clusters Score -558412.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -558428.000000 Penalty: 2728.309814
	Iteration 12Q: 3 clusters Score -558428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -558448.375000 Penalty: 2728.309814
	Iteration 13Q: 3 clusters Score -558448.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -558470.875000 Penalty: 2728.309814
	Iteration 14Q: 3 clusters Score -558470.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -558497.750000 Penalty: 2728.309814
	Iteration 15Q: 3 clusters Score -558497.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -558522.875000 Penalty: 2728.309814
	Iteration 16Q: 3 clusters Score -558522.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -558545.000000 Penalty: 2728.309814
	Iteration 17Q: 3 clusters Score -558545 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -558567.000000 Penalty: 2728.309814
	Iteration 18Q: 3 clusters Score -558567 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -558588.750000 Penalty: 2728.309814
	Iteration 19Q: 3 clusters Score -558588.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -558617.875000 Penalty: 2728.309814
	Iteration 20F: 3 clusters Score -558617.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -558642.187500 Penalty: 2728.309814
	Iteration 21Q: 3 clusters Score -558642.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -558671.812500 Penalty: 2728.309814
	Iteration 22Q: 3 clusters Score -558671.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -558707.625000 Penalty: 2728.309814
	Iteration 23Q: 3 clusters Score -558707.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -558744.812500 Penalty: 2728.309814
	Iteration 24Q: 3 clusters Score -558744.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -558784.625000 Penalty: 2728.309814
	Iteration 25Q: 3 clusters Score -558784.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -558831.125000 Penalty: 2728.309814
	Iteration 26Q: 3 clusters Score -558831.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -558875.062500 Penalty: 2728.309814
	Iteration 27Q: 3 clusters Score -558875.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -558917.875000 Penalty: 2728.309814
	Iteration 28Q: 3 clusters Score -558917.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -558967.562500 Penalty: 2728.309814
	Iteration 29Q: 3 clusters Score -558967.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -559020.000000 Penalty: 2728.309814
	Iteration 30Q: 3 clusters Score -559020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -559066.562500 Penalty: 2728.309814
	Iteration 31Q: 3 clusters Score -559066.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -559096.312500 Penalty: 2728.309814
	Iteration 32Q: 3 clusters Score -559096.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -559126.000000 Penalty: 2728.309814
	Iteration 33Q: 3 clusters Score -559126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -559165.187500 Penalty: 2728.309814
	Iteration 34Q: 3 clusters Score -559165.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -559196.312500 Penalty: 2728.309814
	Iteration 35Q: 3 clusters Score -559196.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -559214.312500 Penalty: 2728.309814
	Iteration 36Q: 3 clusters Score -559214.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -559227.812500 Penalty: 2728.309814
	Iteration 37Q: 3 clusters Score -559227.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -559240.562500 Penalty: 2728.309814
	Iteration 38Q: 3 clusters Score -559240.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -559251.562500 Penalty: 2728.309814
	Iteration 39Q: 3 clusters Score -559251.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -559258.187500 Penalty: 2728.309814
	Iteration 40F: 3 clusters Score -559258.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -559261.312500 Penalty: 2728.309814
	Iteration 41Q: 3 clusters Score -559261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -559263.312500 Penalty: 2728.309814
	Iteration 42Q: 3 clusters Score -559263.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -559264.375000 Penalty: 2728.309814
	Iteration 43Q: 3 clusters Score -559264.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -559268.375000 Penalty: 2728.309814
	Iteration 44Q: 3 clusters Score -559268.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -559272.125000 Penalty: 2728.309814
	Iteration 45Q: 3 clusters Score -559272.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -559275.187500 Penalty: 2728.309814
	Iteration 46Q: 3 clusters Score -559275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -559276.500000 Penalty: 2728.309814
	Iteration 47Q: 3 clusters Score -559276.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -559279.312500 Penalty: 2728.309814
	Iteration 48Q: 3 clusters Score -559279.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -559282.812500 Penalty: 2728.309814
	Iteration 49Q: 3 clusters Score -559282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -559287.937500 Penalty: 2728.309814
	Iteration 50Q: 3 clusters Score -559287.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -559293.062500 Penalty: 2728.309814
	Iteration 51Q: 3 clusters Score -559293.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -559295.937500 Penalty: 2728.309814
	Iteration 52Q: 3 clusters Score -559295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -559301.750000 Penalty: 2728.309814
	Iteration 53Q: 3 clusters Score -559301.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -559308.562500 Penalty: 2728.309814
	Iteration 54Q: 3 clusters Score -559308.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -559312.312500 Penalty: 2728.309814
	Iteration 55Q: 3 clusters Score -559312.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -559318.500000 Penalty: 2728.309814
	Iteration 56Q: 3 clusters Score -559318.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -559323.687500 Penalty: 2728.309814
	Iteration 57Q: 3 clusters Score -559323.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -559325.937500 Penalty: 2728.309814
	Iteration 58Q: 3 clusters Score -559325.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -559328.312500 Penalty: 2728.309814
	Iteration 59Q: 3 clusters Score -559328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -559329.312500 Penalty: 2728.309814
	Iteration 60F: 3 clusters Score -559329.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -559330.062500 Penalty: 2728.309814
	Iteration 61Q: 3 clusters Score -559330.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -559331.437500 Penalty: 2728.309814
	Iteration 62Q: 3 clusters Score -559331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -559333.812500 Penalty: 2728.309814
	Iteration 63Q: 3 clusters Score -559333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -559335.812500 Penalty: 2728.309814
	Iteration 64Q: 3 clusters Score -559335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -559335.687500 Penalty: 2728.309814
	Iteration 65Q: 3 clusters Score -559335.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -559335.687500 Penalty: 2728.309814
	Iteration 66F: 3 clusters Score -559335.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58642 members 
Mstep: Class 3 contains 61485 members 
Mstep: Class 4 contains 45963 members 
Mstep: Class 5 contains 42405 members 
Mstep: Class 7 contains 45195 members 
Mstep: Class 8 contains 89668 members 
Mstep: Class 9 contains 7376 members 
Mstep: Class 10 contains 70682 members 
Mstep: Class 13 contains 79722 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23251 members 
Mstep: Class 22 contains 79560 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578784.000000 Penalty: 39018.101562
Iteration 399Q: 19 clusters Score -7.557878e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 58644 members 
Mstep: Class 3 contains 61492 members 
Mstep: Class 4 contains 45958 members 
Mstep: Class 5 contains 42403 members 
Mstep: Class 7 contains 45198 members 
Mstep: Class 8 contains 89667 members 
Mstep: Class 9 contains 7372 members 
Mstep: Class 10 contains 70677 members 
Mstep: Class 13 contains 79719 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23253 members 
Mstep: Class 22 contains 79560 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578864.000000 Penalty: 39018.101562
Iteration 400F: 19 clusters Score -7.557886e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58649 members 
Mstep: Class 3 contains 61500 members 
Mstep: Class 4 contains 45954 members 
Mstep: Class 5 contains 42404 members 
Mstep: Class 7 contains 45198 members 
Mstep: Class 8 contains 89663 members 
Mstep: Class 9 contains 7369 members 
Mstep: Class 10 contains 70672 members 
Mstep: Class 13 contains 79721 members 
Mstep: Class 14 contains 4513 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23256 members 
Mstep: Class 22 contains 79555 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 4424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578888.000000 Penalty: 39018.101562
Iteration 401Q: 19 clusters Score -7.557889e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58649 members 
Mstep: Class 3 contains 61500 members 
Mstep: Class 4 contains 45952 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45200 members 
Mstep: Class 8 contains 89658 members 
Mstep: Class 9 contains 7361 members 
Mstep: Class 10 contains 70671 members 
Mstep: Class 13 contains 79722 members 
Mstep: Class 14 contains 4514 members 
Mstep: Class 15 contains 2859 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23263 members 
Mstep: Class 22 contains 79554 members 
Mstep: Class 23 contains 2426 members 
Mstep: Class 24 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578792.000000 Penalty: 39018.101562
Iteration 402Q: 19 clusters Score -7.557879e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58650 members 
Mstep: Class 3 contains 61496 members 
Mstep: Class 4 contains 45948 members 
Mstep: Class 5 contains 42409 members 
Mstep: Class 7 contains 45201 members 
Mstep: Class 8 contains 89659 members 
Mstep: Class 9 contains 7356 members 
Mstep: Class 10 contains 70667 members 
Mstep: Class 13 contains 79724 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23263 members 
Mstep: Class 22 contains 79559 members 
Mstep: Class 23 contains 2426 members 
Mstep: Class 24 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578872.000000 Penalty: 39018.101562
Iteration 403Q: 19 clusters Score -7.557887e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58649 members 
Mstep: Class 3 contains 61495 members 
Mstep: Class 4 contains 45946 members 
Mstep: Class 5 contains 42410 members 
Mstep: Class 7 contains 45204 members 
Mstep: Class 8 contains 89657 members 
Mstep: Class 9 contains 7355 members 
Mstep: Class 10 contains 70663 members 
Mstep: Class 13 contains 79727 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 2864 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23262 members 
Mstep: Class 22 contains 79560 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578864.000000 Penalty: 39018.101562
Iteration 404Q: 19 clusters Score -7.557886e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58650 members 
Mstep: Class 3 contains 61500 members 
Mstep: Class 4 contains 45945 members 
Mstep: Class 5 contains 42410 members 
Mstep: Class 7 contains 45205 members 
Mstep: Class 8 contains 89654 members 
Mstep: Class 9 contains 7355 members 
Mstep: Class 10 contains 70660 members 
Mstep: Class 13 contains 79728 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 2869 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79559 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578904.000000 Penalty: 39018.101562
Iteration 405Q: 19 clusters Score -7.55789e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58648 members 
Mstep: Class 3 contains 61503 members 
Mstep: Class 4 contains 45944 members 
Mstep: Class 5 contains 42410 members 
Mstep: Class 7 contains 45204 members 
Mstep: Class 8 contains 89647 members 
Mstep: Class 9 contains 7355 members 
Mstep: Class 10 contains 70661 members 
Mstep: Class 13 contains 79727 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 2874 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23258 members 
Mstep: Class 22 contains 79563 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578848.000000 Penalty: 39018.101562
Iteration 406Q: 19 clusters Score -7.557885e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58649 members 
Mstep: Class 3 contains 61504 members 
Mstep: Class 4 contains 45944 members 
Mstep: Class 5 contains 42414 members 
Mstep: Class 7 contains 45201 members 
Mstep: Class 8 contains 89638 members 
Mstep: Class 9 contains 7355 members 
Mstep: Class 10 contains 70660 members 
Mstep: Class 13 contains 79730 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 2880 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23258 members 
Mstep: Class 22 contains 79561 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578888.000000 Penalty: 39018.101562
Iteration 407Q: 19 clusters Score -7.557889e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58650 members 
Mstep: Class 3 contains 61502 members 
Mstep: Class 4 contains 45945 members 
Mstep: Class 5 contains 42415 members 
Mstep: Class 7 contains 45203 members 
Mstep: Class 8 contains 89630 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70660 members 
Mstep: Class 13 contains 79732 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 2885 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79562 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578880.000000 Penalty: 39018.101562
Iteration 408Q: 19 clusters Score -7.557888e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58651 members 
Mstep: Class 3 contains 61507 members 
Mstep: Class 4 contains 45944 members 
Mstep: Class 5 contains 42414 members 
Mstep: Class 7 contains 45201 members 
Mstep: Class 8 contains 89620 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70660 members 
Mstep: Class 13 contains 79733 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 2892 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79562 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578864.000000 Penalty: 39018.101562
Iteration 409Q: 19 clusters Score -7.557886e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58652 members 
Mstep: Class 3 contains 61509 members 
Mstep: Class 4 contains 45945 members 
Mstep: Class 5 contains 42415 members 
Mstep: Class 7 contains 45200 members 
Mstep: Class 8 contains 89613 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70659 members 
Mstep: Class 13 contains 79735 members 
Mstep: Class 14 contains 4518 members 
Mstep: Class 15 contains 2901 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23258 members 
Mstep: Class 22 contains 79557 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578848.000000 Penalty: 39018.101562
Iteration 410Q: 19 clusters Score -7.557885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58654 members 
Mstep: Class 3 contains 61509 members 
Mstep: Class 4 contains 45946 members 
Mstep: Class 5 contains 42415 members 
Mstep: Class 7 contains 45200 members 
Mstep: Class 8 contains 89610 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70657 members 
Mstep: Class 13 contains 79735 members 
Mstep: Class 14 contains 4518 members 
Mstep: Class 15 contains 2906 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79554 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578872.000000 Penalty: 39018.101562
Iteration 411Q: 19 clusters Score -7.557887e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58655 members 
Mstep: Class 3 contains 61508 members 
Mstep: Class 4 contains 45943 members 
Mstep: Class 5 contains 42415 members 
Mstep: Class 7 contains 45200 members 
Mstep: Class 8 contains 89607 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70659 members 
Mstep: Class 13 contains 79736 members 
Mstep: Class 14 contains 4518 members 
Mstep: Class 15 contains 2909 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79555 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578848.000000 Penalty: 39018.101562
Iteration 412Q: 19 clusters Score -7.557885e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58657 members 
Mstep: Class 3 contains 61508 members 
Mstep: Class 4 contains 45945 members 
Mstep: Class 5 contains 42415 members 
Mstep: Class 7 contains 45200 members 
Mstep: Class 8 contains 89606 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70660 members 
Mstep: Class 13 contains 79736 members 
Mstep: Class 14 contains 4518 members 
Mstep: Class 15 contains 2910 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79549 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578848.000000 Penalty: 39018.101562
Iteration 413Q: 19 clusters Score -7.557885e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58659 members 
Mstep: Class 3 contains 61510 members 
Mstep: Class 4 contains 45947 members 
Mstep: Class 5 contains 42414 members 
Mstep: Class 7 contains 45200 members 
Mstep: Class 8 contains 89606 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70660 members 
Mstep: Class 13 contains 79736 members 
Mstep: Class 14 contains 4518 members 
Mstep: Class 15 contains 2913 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79541 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578840.000000 Penalty: 39018.101562
Iteration 414Q: 19 clusters Score -7.557884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58658 members 
Mstep: Class 3 contains 61513 members 
Mstep: Class 4 contains 45946 members 
Mstep: Class 5 contains 42413 members 
Mstep: Class 7 contains 45199 members 
Mstep: Class 8 contains 89606 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70659 members 
Mstep: Class 13 contains 79735 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 2917 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79540 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578832.000000 Penalty: 39018.101562
Iteration 415Q: 19 clusters Score -7.557883e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58660 members 
Mstep: Class 3 contains 61513 members 
Mstep: Class 4 contains 45948 members 
Mstep: Class 5 contains 42411 members 
Mstep: Class 7 contains 45199 members 
Mstep: Class 8 contains 89609 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70660 members 
Mstep: Class 13 contains 79736 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 2917 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79532 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578840.000000 Penalty: 39018.101562
Iteration 416Q: 19 clusters Score -7.557884e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58660 members 
Mstep: Class 3 contains 61517 members 
Mstep: Class 4 contains 45950 members 
Mstep: Class 5 contains 42409 members 
Mstep: Class 7 contains 45199 members 
Mstep: Class 8 contains 89608 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70659 members 
Mstep: Class 13 contains 79736 members 
Mstep: Class 14 contains 4521 members 
Mstep: Class 15 contains 2921 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23261 members 
Mstep: Class 22 contains 79525 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578872.000000 Penalty: 39018.101562
Iteration 417Q: 19 clusters Score -7.557887e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58662 members 
Mstep: Class 3 contains 61518 members 
Mstep: Class 4 contains 45951 members 
Mstep: Class 5 contains 42409 members 
Mstep: Class 7 contains 45199 members 
Mstep: Class 8 contains 89609 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70660 members 
Mstep: Class 13 contains 79735 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 2926 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79518 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578824.000000 Penalty: 39018.101562
Iteration 418Q: 19 clusters Score -7.557882e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58662 members 
Mstep: Class 3 contains 61522 members 
Mstep: Class 4 contains 45951 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45200 members 
Mstep: Class 8 contains 89609 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70660 members 
Mstep: Class 13 contains 79736 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 2928 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79512 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578848.000000 Penalty: 39018.101562
Iteration 419Q: 19 clusters Score -7.557885e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58662 members 
Mstep: Class 3 contains 61526 members 
Mstep: Class 4 contains 45955 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45199 members 
Mstep: Class 8 contains 89612 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70661 members 
Mstep: Class 13 contains 79734 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 2928 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79505 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578816.000000 Penalty: 39018.101562
Iteration 420F: 19 clusters Score -7.557882e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58669 members 
Mstep: Class 3 contains 61527 members 
Mstep: Class 4 contains 45958 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45198 members 
Mstep: Class 8 contains 89614 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70659 members 
Mstep: Class 13 contains 79737 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 2929 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79491 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578824.000000 Penalty: 39018.101562
Iteration 421Q: 19 clusters Score -7.557882e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58674 members 
Mstep: Class 3 contains 61529 members 
Mstep: Class 4 contains 45959 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45194 members 
Mstep: Class 8 contains 89619 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70658 members 
Mstep: Class 13 contains 79738 members 
Mstep: Class 14 contains 4521 members 
Mstep: Class 15 contains 2929 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79479 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578832.000000 Penalty: 39018.101562
Iteration 422Q: 19 clusters Score -7.557883e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58677 members 
Mstep: Class 3 contains 61531 members 
Mstep: Class 4 contains 45959 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45195 members 
Mstep: Class 8 contains 89635 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70660 members 
Mstep: Class 13 contains 79737 members 
Mstep: Class 14 contains 4523 members 
Mstep: Class 15 contains 2929 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23258 members 
Mstep: Class 22 contains 79456 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578832.000000 Penalty: 39018.101562
Iteration 423Q: 19 clusters Score -7.557883e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58679 members 
Mstep: Class 3 contains 61529 members 
Mstep: Class 4 contains 45959 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45197 members 
Mstep: Class 8 contains 89644 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70662 members 
Mstep: Class 13 contains 79741 members 
Mstep: Class 14 contains 4522 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23257 members 
Mstep: Class 22 contains 79440 members 
Mstep: Class 23 contains 2427 members 
Mstep: Class 24 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578824.000000 Penalty: 39018.101562
Iteration 424Q: 19 clusters Score -7.557882e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58680 members 
Mstep: Class 3 contains 61530 members 
Mstep: Class 4 contains 45959 members 
Mstep: Class 5 contains 42406 members 
Mstep: Class 7 contains 45194 members 
Mstep: Class 8 contains 89653 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70668 members 
Mstep: Class 13 contains 79742 members 
Mstep: Class 14 contains 4522 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23256 members 
Mstep: Class 22 contains 79426 members 
Mstep: Class 23 contains 2428 members 
Mstep: Class 24 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578816.000000 Penalty: 39018.101562
Iteration 425Q: 19 clusters Score -7.557882e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58684 members 
Mstep: Class 3 contains 61533 members 
Mstep: Class 4 contains 45959 members 
Mstep: Class 5 contains 42404 members 
Mstep: Class 7 contains 45190 members 
Mstep: Class 8 contains 89660 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70672 members 
Mstep: Class 13 contains 79742 members 
Mstep: Class 14 contains 4523 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23256 members 
Mstep: Class 22 contains 79410 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578840.000000 Penalty: 39018.101562
Iteration 426Q: 19 clusters Score -7.557884e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58686 members 
Mstep: Class 3 contains 61536 members 
Mstep: Class 4 contains 45960 members 
Mstep: Class 5 contains 42405 members 
Mstep: Class 7 contains 45190 members 
Mstep: Class 8 contains 89664 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70672 members 
Mstep: Class 13 contains 79740 members 
Mstep: Class 14 contains 4524 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23261 members 
Mstep: Class 22 contains 79394 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578872.000000 Penalty: 39018.101562
Iteration 427Q: 19 clusters Score -7.557887e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58688 members 
Mstep: Class 3 contains 61537 members 
Mstep: Class 4 contains 45961 members 
Mstep: Class 5 contains 42405 members 
Mstep: Class 7 contains 45186 members 
Mstep: Class 8 contains 89665 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 70675 members 
Mstep: Class 13 contains 79740 members 
Mstep: Class 14 contains 4527 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23263 members 
Mstep: Class 22 contains 79384 members 
Mstep: Class 23 contains 2433 members 
Mstep: Class 24 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578824.000000 Penalty: 39018.101562
Iteration 428Q: 19 clusters Score -7.557882e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58694 members 
Mstep: Class 3 contains 61536 members 
Mstep: Class 4 contains 45961 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45188 members 
Mstep: Class 8 contains 89663 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 70677 members 
Mstep: Class 13 contains 79742 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23265 members 
Mstep: Class 22 contains 79371 members 
Mstep: Class 23 contains 2433 members 
Mstep: Class 24 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578848.000000 Penalty: 39018.101562
Iteration 429Q: 19 clusters Score -7.557885e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58697 members 
Mstep: Class 3 contains 61538 members 
Mstep: Class 4 contains 45962 members 
Mstep: Class 5 contains 42409 members 
Mstep: Class 7 contains 45189 members 
Mstep: Class 8 contains 89663 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 70678 members 
Mstep: Class 13 contains 79744 members 
Mstep: Class 14 contains 4530 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23266 members 
Mstep: Class 22 contains 79356 members 
Mstep: Class 23 contains 2433 members 
Mstep: Class 24 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578848.000000 Penalty: 39018.101562
Iteration 430Q: 19 clusters Score -7.557885e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58702 members 
Mstep: Class 3 contains 61538 members 
Mstep: Class 4 contains 45964 members 
Mstep: Class 5 contains 42408 members 
Mstep: Class 7 contains 45190 members 
Mstep: Class 8 contains 89662 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 70681 members 
Mstep: Class 13 contains 79743 members 
Mstep: Class 14 contains 4532 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23265 members 
Mstep: Class 22 contains 79347 members 
Mstep: Class 23 contains 2433 members 
Mstep: Class 24 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578880.000000 Penalty: 39018.101562
Iteration 431Q: 19 clusters Score -7.557888e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58707 members 
Mstep: Class 3 contains 61540 members 
Mstep: Class 4 contains 45965 members 
Mstep: Class 5 contains 42408 members 
Mstep: Class 7 contains 45189 members 
Mstep: Class 8 contains 89663 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 70683 members 
Mstep: Class 13 contains 79744 members 
Mstep: Class 14 contains 4533 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23263 members 
Mstep: Class 22 contains 79337 members 
Mstep: Class 23 contains 2433 members 
Mstep: Class 24 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578832.000000 Penalty: 39018.101562
Iteration 432Q: 19 clusters Score -7.557883e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58709 members 
Mstep: Class 3 contains 61543 members 
Mstep: Class 4 contains 45964 members 
Mstep: Class 5 contains 42408 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 89665 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 70682 members 
Mstep: Class 13 contains 79745 members 
Mstep: Class 14 contains 4537 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23264 members 
Mstep: Class 22 contains 79325 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578864.000000 Penalty: 39018.101562
Iteration 433Q: 19 clusters Score -7.557886e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58712 members 
Mstep: Class 3 contains 61542 members 
Mstep: Class 4 contains 45963 members 
Mstep: Class 5 contains 42408 members 
Mstep: Class 7 contains 45193 members 
Mstep: Class 8 contains 89665 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 70682 members 
Mstep: Class 13 contains 79745 members 
Mstep: Class 14 contains 4542 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23264 members 
Mstep: Class 22 contains 79318 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578832.000000 Penalty: 39018.101562
Iteration 434Q: 19 clusters Score -7.557883e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58715 members 
Mstep: Class 3 contains 61543 members 
Mstep: Class 4 contains 45964 members 
Mstep: Class 5 contains 42408 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89665 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 70685 members 
Mstep: Class 13 contains 79744 members 
Mstep: Class 14 contains 4542 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23264 members 
Mstep: Class 22 contains 79311 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578824.000000 Penalty: 39018.101562
Iteration 435Q: 19 clusters Score -7.557882e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58718 members 
Mstep: Class 3 contains 61543 members 
Mstep: Class 4 contains 45964 members 
Mstep: Class 5 contains 42408 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89668 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79743 members 
Mstep: Class 14 contains 4543 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23263 members 
Mstep: Class 22 contains 79304 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578824.000000 Penalty: 39018.101562
Iteration 436Q: 19 clusters Score -7.557882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58719 members 
Mstep: Class 3 contains 61543 members 
Mstep: Class 4 contains 45965 members 
Mstep: Class 5 contains 42408 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 89670 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 70683 members 
Mstep: Class 13 contains 79744 members 
Mstep: Class 14 contains 4542 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23263 members 
Mstep: Class 22 contains 79301 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578784.000000 Penalty: 39018.101562
Iteration 437Q: 19 clusters Score -7.557878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58720 members 
Mstep: Class 3 contains 61544 members 
Mstep: Class 4 contains 45967 members 
Mstep: Class 5 contains 42406 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 89674 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 70683 members 
Mstep: Class 13 contains 79745 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23263 members 
Mstep: Class 22 contains 79296 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578848.000000 Penalty: 39018.101562
Iteration 438Q: 19 clusters Score -7.557885e+07 nChanged 18
Entering ConstructFrom: 
Score: -75578848.000000 Penalty: 39018.101562
Entering ConstructFrom: 
Trying to split cluster 1 (1978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Entering Unmasked Estep 
Score: -223925.953125 Penalty: 1233.349243
	Iteration 0F: 2 clusters Score -223926 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 1007 members 
Entering Unmasked Estep 
Score: -221877.171875 Penalty: 2466.698486
	Iteration 0F: 3 clusters Score -221877.2 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -222393.390625 Penalty: 2466.698486
	Iteration 1F: 3 clusters Score -222393.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -222638.609375 Penalty: 2466.698486
	Iteration 2F: 3 clusters Score -222638.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -222895.375000 Penalty: 2466.698486
	Iteration 3F: 3 clusters Score -222895.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -223187.281250 Penalty: 2466.698486
	Iteration 4F: 3 clusters Score -223187.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -223422.546875 Penalty: 2466.698486
	Iteration 5F: 3 clusters Score -223422.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -223596.921875 Penalty: 2466.698486
	Iteration 6F: 3 clusters Score -223596.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -223743.640625 Penalty: 2466.698486
	Iteration 7Q: 3 clusters Score -223743.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -223862.578125 Penalty: 2466.698486
	Iteration 8Q: 3 clusters Score -223862.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -223924.515625 Penalty: 2466.698486
	Iteration 9Q: 3 clusters Score -223924.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -223957.171875 Penalty: 2466.698486
	Iteration 10Q: 3 clusters Score -223957.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -223989.234375 Penalty: 2466.698486
	Iteration 11Q: 3 clusters Score -223989.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -224014.046875 Penalty: 2466.698486
	Iteration 12Q: 3 clusters Score -224014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -224029.593750 Penalty: 2466.698486
	Iteration 13Q: 3 clusters Score -224029.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -224037.750000 Penalty: 2466.698486
	Iteration 14Q: 3 clusters Score -224037.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -224039.625000 Penalty: 2466.698486
	Iteration 15Q: 3 clusters Score -224039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -224040.234375 Penalty: 2466.698486
	Iteration 16Q: 3 clusters Score -224040.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -224040.234375 Penalty: 2466.698486
	Iteration 17F: 3 clusters Score -224040.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 58720 members 
Mstep: Class 3 contains 61544 members 
Mstep: Class 4 contains 45969 members 
Mstep: Class 5 contains 42404 members 
Mstep: Class 6 contains 338 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 89676 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79750 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23263 members 
Mstep: Class 22 contains 79288 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4417 members 
Entering Unmasked Estep 
Score: -75577992.000000 Penalty: 41185.773438
Splitting cluster 1 changes total score from -75578848.000000 to -75577992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (58720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Entering Unmasked Estep 
Score: -7310340.500000 Penalty: 1784.337036
	Iteration 0F: 2 clusters Score -7310340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -7271373.000000 Penalty: 3568.674072
	Iteration 0F: 3 clusters Score -7271373 nChanged 27698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -7287232.000000 Penalty: 3568.674072
	Iteration 1F: 3 clusters Score -7287232 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -7287897.000000 Penalty: 3568.674072
	Iteration 2Q: 3 clusters Score -7287897 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -7288808.500000 Penalty: 3568.674072
	Iteration 3Q: 3 clusters Score -7288808 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -7290306.500000 Penalty: 3568.674072
	Iteration 4Q: 3 clusters Score -7290306 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -7292725.000000 Penalty: 3568.674072
	Iteration 5F: 3 clusters Score -7292725 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -7296371.000000 Penalty: 3568.674072
	Iteration 6F: 3 clusters Score -7296371 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -7300451.000000 Penalty: 3568.674072
	Iteration 7F: 3 clusters Score -7300451 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -7303756.000000 Penalty: 3568.674072
	Iteration 8F: 3 clusters Score -7303756 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -7305704.000000 Penalty: 3568.674072
	Iteration 9Q: 3 clusters Score -7305704 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -7306940.500000 Penalty: 3568.674072
	Iteration 10Q: 3 clusters Score -7306940 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -7307660.500000 Penalty: 3568.674072
	Iteration 11Q: 3 clusters Score -7307660 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 55846 members 
Entering Unmasked Estep 
Score: -7308052.000000 Penalty: 3568.674072
	Iteration 12Q: 3 clusters Score -7308052 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -7308265.500000 Penalty: 3568.674072
	Iteration 13Q: 3 clusters Score -7308266 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 56612 members 
Entering Unmasked Estep 
Score: -7308471.000000 Penalty: 3568.674072
	Iteration 14Q: 3 clusters Score -7308471 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -7308574.500000 Penalty: 3568.674072
	Iteration 15Q: 3 clusters Score -7308574 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -7308646.000000 Penalty: 3568.674072
	Iteration 16Q: 3 clusters Score -7308646 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -7308701.500000 Penalty: 3568.674072
	Iteration 17Q: 3 clusters Score -7308702 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -7308759.500000 Penalty: 3568.674072
	Iteration 18Q: 3 clusters Score -7308760 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -7308779.500000 Penalty: 3568.674072
	Iteration 19Q: 3 clusters Score -7308780 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -7308833.500000 Penalty: 3568.674072
	Iteration 20F: 3 clusters Score -7308834 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 57595 members 
Entering Unmasked Estep 
Score: -7308852.000000 Penalty: 3568.674072
	Iteration 21Q: 3 clusters Score -7308852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -7308862.000000 Penalty: 3568.674072
	Iteration 22Q: 3 clusters Score -7308862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -7308867.000000 Penalty: 3568.674072
	Iteration 23Q: 3 clusters Score -7308867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -7308884.500000 Penalty: 3568.674072
	Iteration 24Q: 3 clusters Score -7308884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -7308893.500000 Penalty: 3568.674072
	Iteration 25Q: 3 clusters Score -7308894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -7308888.000000 Penalty: 3568.674072
	Iteration 26Q: 3 clusters Score -7308888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -7308893.500000 Penalty: 3568.674072
	Iteration 27Q: 3 clusters Score -7308894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -7308910.500000 Penalty: 3568.674072
	Iteration 28Q: 3 clusters Score -7308910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 57831 members 
Entering Unmasked Estep 
Score: -7308917.500000 Penalty: 3568.674072
	Iteration 29Q: 3 clusters Score -7308918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -7308929.500000 Penalty: 3568.674072
	Iteration 30Q: 3 clusters Score -7308930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -7308938.500000 Penalty: 3568.674072
	Iteration 31Q: 3 clusters Score -7308938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 57894 members 
Entering Unmasked Estep 
Score: -7308945.500000 Penalty: 3568.674072
	Iteration 32Q: 3 clusters Score -7308946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -7308948.500000 Penalty: 3568.674072
	Iteration 33Q: 3 clusters Score -7308948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -7308947.500000 Penalty: 3568.674072
	Iteration 34Q: 3 clusters Score -7308948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -7308953.500000 Penalty: 3568.674072
	Iteration 35Q: 3 clusters Score -7308954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -7308968.000000 Penalty: 3568.674072
	Iteration 36Q: 3 clusters Score -7308968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -7308964.000000 Penalty: 3568.674072
	Iteration 37Q: 3 clusters Score -7308964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -7308959.500000 Penalty: 3568.674072
	Iteration 38Q: 3 clusters Score -7308960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 57966 members 
Entering Unmasked Estep 
Score: -7308966.500000 Penalty: 3568.674072
	Iteration 39Q: 3 clusters Score -7308966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -7308956.000000 Penalty: 3568.674072
	Iteration 40F: 3 clusters Score -7308956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -7308963.500000 Penalty: 3568.674072
	Iteration 41Q: 3 clusters Score -7308964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -7308962.500000 Penalty: 3568.674072
	Iteration 42Q: 3 clusters Score -7308962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -7308963.500000 Penalty: 3568.674072
	Iteration 43Q: 3 clusters Score -7308964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -7308966.000000 Penalty: 3568.674072
	Iteration 44Q: 3 clusters Score -7308966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -7308966.000000 Penalty: 3568.674072
	Iteration 45F: 3 clusters Score -7308966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Entering Unmasked Estep 
Score: -7663227.500000 Penalty: 1791.969971
	Iteration 0F: 2 clusters Score -7663228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -7622568.500000 Penalty: 3583.939941
	Iteration 0F: 3 clusters Score -7622568 nChanged 29041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -7639210.000000 Penalty: 3583.939941
	Iteration 1F: 3 clusters Score -7639210 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -7639919.000000 Penalty: 3583.939941
	Iteration 2Q: 3 clusters Score -7639919 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -7640790.000000 Penalty: 3583.939941
	Iteration 3Q: 3 clusters Score -7640790 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -7641950.000000 Penalty: 3583.939941
	Iteration 4Q: 3 clusters Score -7641950 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -7643563.500000 Penalty: 3583.939941
	Iteration 5Q: 3 clusters Score -7643564 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -7645679.500000 Penalty: 3583.939941
	Iteration 6F: 3 clusters Score -7645680 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -7648368.500000 Penalty: 3583.939941
	Iteration 7F: 3 clusters Score -7648368 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -7651213.000000 Penalty: 3583.939941
	Iteration 8F: 3 clusters Score -7651213 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -7653242.000000 Penalty: 3583.939941
	Iteration 9F: 3 clusters Score -7653242 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -7654286.500000 Penalty: 3583.939941
	Iteration 10Q: 3 clusters Score -7654286 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -7654847.000000 Penalty: 3583.939941
	Iteration 11Q: 3 clusters Score -7654847 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -7655192.000000 Penalty: 3583.939941
	Iteration 12Q: 3 clusters Score -7655192 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -7655528.500000 Penalty: 3583.939941
	Iteration 13Q: 3 clusters Score -7655528 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -7655857.000000 Penalty: 3583.939941
	Iteration 14Q: 3 clusters Score -7655857 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -7656171.000000 Penalty: 3583.939941
	Iteration 15Q: 3 clusters Score -7656171 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -7656493.000000 Penalty: 3583.939941
	Iteration 16Q: 3 clusters Score -7656493 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -7656813.000000 Penalty: 3583.939941
	Iteration 17Q: 3 clusters Score -7656813 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -7657152.000000 Penalty: 3583.939941
	Iteration 18Q: 3 clusters Score -7657152 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -7657498.000000 Penalty: 3583.939941
	Iteration 19Q: 3 clusters Score -7657498 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -7657828.000000 Penalty: 3583.939941
	Iteration 20F: 3 clusters Score -7657828 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -7658081.000000 Penalty: 3583.939941
	Iteration 21Q: 3 clusters Score -7658081 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53514 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -7658385.000000 Penalty: 3583.939941
	Iteration 22Q: 3 clusters Score -7658385 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -7658657.000000 Penalty: 3583.939941
	Iteration 23Q: 3 clusters Score -7658657 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -7658875.500000 Penalty: 3583.939941
	Iteration 24Q: 3 clusters Score -7658876 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -7659180.500000 Penalty: 3583.939941
	Iteration 25Q: 3 clusters Score -7659180 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -7659459.000000 Penalty: 3583.939941
	Iteration 26Q: 3 clusters Score -7659459 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -7659736.500000 Penalty: 3583.939941
	Iteration 27Q: 3 clusters Score -7659736 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -7659992.000000 Penalty: 3583.939941
	Iteration 28Q: 3 clusters Score -7659992 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -7660239.000000 Penalty: 3583.939941
	Iteration 29Q: 3 clusters Score -7660239 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -7660449.000000 Penalty: 3583.939941
	Iteration 30Q: 3 clusters Score -7660449 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -7660665.500000 Penalty: 3583.939941
	Iteration 31Q: 3 clusters Score -7660666 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -7660860.000000 Penalty: 3583.939941
	Iteration 32Q: 3 clusters Score -7660860 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -7660994.500000 Penalty: 3583.939941
	Iteration 33Q: 3 clusters Score -7660994 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7661104.000000 Penalty: 3583.939941
	Iteration 34Q: 3 clusters Score -7661104 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -7661189.500000 Penalty: 3583.939941
	Iteration 35Q: 3 clusters Score -7661190 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -7661254.000000 Penalty: 3583.939941
	Iteration 36Q: 3 clusters Score -7661254 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7661320.500000 Penalty: 3583.939941
	Iteration 37Q: 3 clusters Score -7661320 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60072 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7661384.000000 Penalty: 3583.939941
	Iteration 38Q: 3 clusters Score -7661384 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7661422.000000 Penalty: 3583.939941
	Iteration 39Q: 3 clusters Score -7661422 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7661467.500000 Penalty: 3583.939941
	Iteration 40F: 3 clusters Score -7661468 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7661498.000000 Penalty: 3583.939941
	Iteration 41Q: 3 clusters Score -7661498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60380 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7661524.000000 Penalty: 3583.939941
	Iteration 42Q: 3 clusters Score -7661524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7661556.000000 Penalty: 3583.939941
	Iteration 43Q: 3 clusters Score -7661556 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60464 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7661578.500000 Penalty: 3583.939941
	Iteration 44Q: 3 clusters Score -7661578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7661603.000000 Penalty: 3583.939941
	Iteration 45Q: 3 clusters Score -7661603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7661610.500000 Penalty: 3583.939941
	Iteration 46Q: 3 clusters Score -7661610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7661618.000000 Penalty: 3583.939941
	Iteration 47Q: 3 clusters Score -7661618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7661627.000000 Penalty: 3583.939941
	Iteration 48Q: 3 clusters Score -7661627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7661634.500000 Penalty: 3583.939941
	Iteration 49Q: 3 clusters Score -7661634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7661644.000000 Penalty: 3583.939941
	Iteration 50Q: 3 clusters Score -7661644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7661649.000000 Penalty: 3583.939941
	Iteration 51Q: 3 clusters Score -7661649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7661667.500000 Penalty: 3583.939941
	Iteration 52Q: 3 clusters Score -7661668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7661678.000000 Penalty: 3583.939941
	Iteration 53Q: 3 clusters Score -7661678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7661687.500000 Penalty: 3583.939941
	Iteration 54Q: 3 clusters Score -7661688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7661701.000000 Penalty: 3583.939941
	Iteration 55Q: 3 clusters Score -7661701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60754 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7661708.500000 Penalty: 3583.939941
	Iteration 56Q: 3 clusters Score -7661708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7661721.000000 Penalty: 3583.939941
	Iteration 57Q: 3 clusters Score -7661721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60773 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7661729.000000 Penalty: 3583.939941
	Iteration 58Q: 3 clusters Score -7661729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7661736.000000 Penalty: 3583.939941
	Iteration 59Q: 3 clusters Score -7661736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60794 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7661753.500000 Penalty: 3583.939941
	Iteration 60F: 3 clusters Score -7661754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7661757.000000 Penalty: 3583.939941
	Iteration 61Q: 3 clusters Score -7661757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7661772.000000 Penalty: 3583.939941
	Iteration 62Q: 3 clusters Score -7661772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7661772.000000 Penalty: 3583.939941
	Iteration 63Q: 3 clusters Score -7661772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7661774.500000 Penalty: 3583.939941
	Iteration 64Q: 3 clusters Score -7661774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7661774.500000 Penalty: 3583.939941
	Iteration 65Q: 3 clusters Score -7661774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7661788.000000 Penalty: 3583.939941
	Iteration 66Q: 3 clusters Score -7661788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7661789.500000 Penalty: 3583.939941
	Iteration 67Q: 3 clusters Score -7661790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7661799.500000 Penalty: 3583.939941
	Iteration 68Q: 3 clusters Score -7661800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7661796.000000 Penalty: 3583.939941
	Iteration 69Q: 3 clusters Score -7661796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7661796.500000 Penalty: 3583.939941
	Iteration 70Q: 3 clusters Score -7661796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7661802.000000 Penalty: 3583.939941
	Iteration 71Q: 3 clusters Score -7661802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7661802.000000 Penalty: 3583.939941
	Iteration 72F: 3 clusters Score -7661802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Entering Unmasked Estep 
Score: -5712302.000000 Penalty: 1744.554932
	Iteration 0F: 2 clusters Score -5712302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -5681433.000000 Penalty: 3489.109863
	Iteration 0F: 3 clusters Score -5681433 nChanged 21495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -5693505.000000 Penalty: 3489.109863
	Iteration 1F: 3 clusters Score -5693505 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -5693854.000000 Penalty: 3489.109863
	Iteration 2Q: 3 clusters Score -5693854 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -5694263.500000 Penalty: 3489.109863
	Iteration 3Q: 3 clusters Score -5694264 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -5694683.000000 Penalty: 3489.109863
	Iteration 4Q: 3 clusters Score -5694683 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -5695312.000000 Penalty: 3489.109863
	Iteration 5Q: 3 clusters Score -5695312 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -5696165.000000 Penalty: 3489.109863
	Iteration 6Q: 3 clusters Score -5696165 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -5697398.500000 Penalty: 3489.109863
	Iteration 7Q: 3 clusters Score -5697398 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -5699008.500000 Penalty: 3489.109863
	Iteration 8F: 3 clusters Score -5699008 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -5700863.000000 Penalty: 3489.109863
	Iteration 9F: 3 clusters Score -5700863 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -5702813.000000 Penalty: 3489.109863
	Iteration 10F: 3 clusters Score -5702813 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -5704407.500000 Penalty: 3489.109863
	Iteration 11F: 3 clusters Score -5704408 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -5705360.000000 Penalty: 3489.109863
	Iteration 12Q: 3 clusters Score -5705360 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -5705829.500000 Penalty: 3489.109863
	Iteration 13Q: 3 clusters Score -5705830 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -5706015.500000 Penalty: 3489.109863
	Iteration 14Q: 3 clusters Score -5706016 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -5706126.000000 Penalty: 3489.109863
	Iteration 15Q: 3 clusters Score -5706126 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -5706205.000000 Penalty: 3489.109863
	Iteration 16Q: 3 clusters Score -5706205 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -5706281.000000 Penalty: 3489.109863
	Iteration 17Q: 3 clusters Score -5706281 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -5706407.000000 Penalty: 3489.109863
	Iteration 18Q: 3 clusters Score -5706407 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -5706515.000000 Penalty: 3489.109863
	Iteration 19Q: 3 clusters Score -5706515 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -5706622.500000 Penalty: 3489.109863
	Iteration 20F: 3 clusters Score -5706622 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -5706718.000000 Penalty: 3489.109863
	Iteration 21Q: 3 clusters Score -5706718 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -5706808.500000 Penalty: 3489.109863
	Iteration 22Q: 3 clusters Score -5706808 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -5706890.500000 Penalty: 3489.109863
	Iteration 23Q: 3 clusters Score -5706890 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -5706978.500000 Penalty: 3489.109863
	Iteration 24Q: 3 clusters Score -5706978 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -5707059.000000 Penalty: 3489.109863
	Iteration 25Q: 3 clusters Score -5707059 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -5707132.000000 Penalty: 3489.109863
	Iteration 26Q: 3 clusters Score -5707132 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -5707214.500000 Penalty: 3489.109863
	Iteration 27Q: 3 clusters Score -5707214 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -5707279.500000 Penalty: 3489.109863
	Iteration 28Q: 3 clusters Score -5707280 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -5707340.500000 Penalty: 3489.109863
	Iteration 29Q: 3 clusters Score -5707340 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -5707425.000000 Penalty: 3489.109863
	Iteration 30Q: 3 clusters Score -5707425 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -5707484.500000 Penalty: 3489.109863
	Iteration 31Q: 3 clusters Score -5707484 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -5707549.000000 Penalty: 3489.109863
	Iteration 32Q: 3 clusters Score -5707549 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -5707590.000000 Penalty: 3489.109863
	Iteration 33Q: 3 clusters Score -5707590 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -5707637.500000 Penalty: 3489.109863
	Iteration 34Q: 3 clusters Score -5707638 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -5707661.500000 Penalty: 3489.109863
	Iteration 35Q: 3 clusters Score -5707662 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -5707717.500000 Penalty: 3489.109863
	Iteration 36Q: 3 clusters Score -5707718 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -5707761.000000 Penalty: 3489.109863
	Iteration 37Q: 3 clusters Score -5707761 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -5707817.000000 Penalty: 3489.109863
	Iteration 38Q: 3 clusters Score -5707817 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -5707846.500000 Penalty: 3489.109863
	Iteration 39Q: 3 clusters Score -5707846 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -5707874.500000 Penalty: 3489.109863
	Iteration 40F: 3 clusters Score -5707874 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -5707903.000000 Penalty: 3489.109863
	Iteration 41Q: 3 clusters Score -5707903 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -5707951.000000 Penalty: 3489.109863
	Iteration 42Q: 3 clusters Score -5707951 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -5707981.000000 Penalty: 3489.109863
	Iteration 43Q: 3 clusters Score -5707981 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -5708009.000000 Penalty: 3489.109863
	Iteration 44Q: 3 clusters Score -5708009 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -5708061.000000 Penalty: 3489.109863
	Iteration 45Q: 3 clusters Score -5708061 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -5708098.500000 Penalty: 3489.109863
	Iteration 46Q: 3 clusters Score -5708098 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -5708167.000000 Penalty: 3489.109863
	Iteration 47Q: 3 clusters Score -5708167 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -5708207.500000 Penalty: 3489.109863
	Iteration 48Q: 3 clusters Score -5708208 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -5708262.500000 Penalty: 3489.109863
	Iteration 49Q: 3 clusters Score -5708262 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -5708294.000000 Penalty: 3489.109863
	Iteration 50Q: 3 clusters Score -5708294 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -5708320.500000 Penalty: 3489.109863
	Iteration 51Q: 3 clusters Score -5708320 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -5708380.000000 Penalty: 3489.109863
	Iteration 52Q: 3 clusters Score -5708380 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -5708420.000000 Penalty: 3489.109863
	Iteration 53Q: 3 clusters Score -5708420 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -5708468.500000 Penalty: 3489.109863
	Iteration 54Q: 3 clusters Score -5708468 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -5708540.000000 Penalty: 3489.109863
	Iteration 55Q: 3 clusters Score -5708540 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -5708582.000000 Penalty: 3489.109863
	Iteration 56Q: 3 clusters Score -5708582 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -5708623.500000 Penalty: 3489.109863
	Iteration 57Q: 3 clusters Score -5708624 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -5708675.500000 Penalty: 3489.109863
	Iteration 58Q: 3 clusters Score -5708676 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -5708729.000000 Penalty: 3489.109863
	Iteration 59Q: 3 clusters Score -5708729 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -5708800.000000 Penalty: 3489.109863
	Iteration 60F: 3 clusters Score -5708800 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -5708903.000000 Penalty: 3489.109863
	Iteration 61Q: 3 clusters Score -5708903 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -5709009.500000 Penalty: 3489.109863
	Iteration 62Q: 3 clusters Score -5709010 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -5709102.500000 Penalty: 3489.109863
	Iteration 63Q: 3 clusters Score -5709102 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -5709212.000000 Penalty: 3489.109863
	Iteration 64Q: 3 clusters Score -5709212 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -5709344.500000 Penalty: 3489.109863
	Iteration 65Q: 3 clusters Score -5709344 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -5709517.000000 Penalty: 3489.109863
	Iteration 66Q: 3 clusters Score -5709517 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -5709669.000000 Penalty: 3489.109863
	Iteration 67Q: 3 clusters Score -5709669 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -5709794.000000 Penalty: 3489.109863
	Iteration 68Q: 3 clusters Score -5709794 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -5709890.000000 Penalty: 3489.109863
	Iteration 69Q: 3 clusters Score -5709890 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -5709956.500000 Penalty: 3489.109863
	Iteration 70Q: 3 clusters Score -5709956 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -5710039.000000 Penalty: 3489.109863
	Iteration 71Q: 3 clusters Score -5710039 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -5710151.500000 Penalty: 3489.109863
	Iteration 72Q: 3 clusters Score -5710152 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -5710257.000000 Penalty: 3489.109863
	Iteration 73Q: 3 clusters Score -5710257 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -5710374.000000 Penalty: 3489.109863
	Iteration 74Q: 3 clusters Score -5710374 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -5710489.000000 Penalty: 3489.109863
	Iteration 75Q: 3 clusters Score -5710489 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -5710606.000000 Penalty: 3489.109863
	Iteration 76Q: 3 clusters Score -5710606 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -5710679.500000 Penalty: 3489.109863
	Iteration 77Q: 3 clusters Score -5710680 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -5710737.000000 Penalty: 3489.109863
	Iteration 78Q: 3 clusters Score -5710737 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5710822.000000 Penalty: 3489.109863
	Iteration 79Q: 3 clusters Score -5710822 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -5710851.000000 Penalty: 3489.109863
	Iteration 80F: 3 clusters Score -5710851 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -5710919.000000 Penalty: 3489.109863
	Iteration 81Q: 3 clusters Score -5710919 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -5710956.000000 Penalty: 3489.109863
	Iteration 82Q: 3 clusters Score -5710956 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -5711009.000000 Penalty: 3489.109863
	Iteration 83Q: 3 clusters Score -5711009 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -5711030.500000 Penalty: 3489.109863
	Iteration 84Q: 3 clusters Score -5711030 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5711052.500000 Penalty: 3489.109863
	Iteration 85Q: 3 clusters Score -5711052 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5711097.000000 Penalty: 3489.109863
	Iteration 86Q: 3 clusters Score -5711097 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5711127.500000 Penalty: 3489.109863
	Iteration 87Q: 3 clusters Score -5711128 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5711138.500000 Penalty: 3489.109863
	Iteration 88Q: 3 clusters Score -5711138 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5711154.500000 Penalty: 3489.109863
	Iteration 89Q: 3 clusters Score -5711154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -5711160.000000 Penalty: 3489.109863
	Iteration 90Q: 3 clusters Score -5711160 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5711168.500000 Penalty: 3489.109863
	Iteration 91Q: 3 clusters Score -5711168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5711186.000000 Penalty: 3489.109863
	Iteration 92Q: 3 clusters Score -5711186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5711196.500000 Penalty: 3489.109863
	Iteration 93Q: 3 clusters Score -5711196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5711219.500000 Penalty: 3489.109863
	Iteration 94Q: 3 clusters Score -5711220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5711221.000000 Penalty: 3489.109863
	Iteration 95Q: 3 clusters Score -5711221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5711227.500000 Penalty: 3489.109863
	Iteration 96Q: 3 clusters Score -5711228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5711238.000000 Penalty: 3489.109863
	Iteration 97Q: 3 clusters Score -5711238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5711238.500000 Penalty: 3489.109863
	Iteration 98Q: 3 clusters Score -5711238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5711232.500000 Penalty: 3489.109863
	Iteration 99Q: 3 clusters Score -5711232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5711236.000000 Penalty: 3489.109863
	Iteration 100F: 3 clusters Score -5711236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5711252.500000 Penalty: 3489.109863
	Iteration 101Q: 3 clusters Score -5711252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5711242.500000 Penalty: 3489.109863
	Iteration 102Q: 3 clusters Score -5711242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5711250.500000 Penalty: 3489.109863
	Iteration 103Q: 3 clusters Score -5711250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5711245.500000 Penalty: 3489.109863
	Iteration 104Q: 3 clusters Score -5711246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5711248.500000 Penalty: 3489.109863
	Iteration 105Q: 3 clusters Score -5711248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5711248.500000 Penalty: 3489.109863
	Iteration 106Q: 3 clusters Score -5711248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5711247.000000 Penalty: 3489.109863
	Iteration 107Q: 3 clusters Score -5711247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5711246.000000 Penalty: 3489.109863
	Iteration 108Q: 3 clusters Score -5711246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5711250.500000 Penalty: 3489.109863
	Iteration 109Q: 3 clusters Score -5711250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5711252.000000 Penalty: 3489.109863
	Iteration 110Q: 3 clusters Score -5711252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5711259.000000 Penalty: 3489.109863
	Iteration 111Q: 3 clusters Score -5711259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5711259.500000 Penalty: 3489.109863
	Iteration 112Q: 3 clusters Score -5711260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5711258.500000 Penalty: 3489.109863
	Iteration 113Q: 3 clusters Score -5711258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5711263.500000 Penalty: 3489.109863
	Iteration 114Q: 3 clusters Score -5711264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5711264.500000 Penalty: 3489.109863
	Iteration 115Q: 3 clusters Score -5711264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5711275.000000 Penalty: 3489.109863
	Iteration 116Q: 3 clusters Score -5711275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5711271.500000 Penalty: 3489.109863
	Iteration 117Q: 3 clusters Score -5711272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5711274.000000 Penalty: 3489.109863
	Iteration 118Q: 3 clusters Score -5711274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5711270.000000 Penalty: 3489.109863
	Iteration 119Q: 3 clusters Score -5711270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5711274.500000 Penalty: 3489.109863
	Iteration 120F: 3 clusters Score -5711274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5711279.000000 Penalty: 3489.109863
	Iteration 121Q: 3 clusters Score -5711279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5711274.000000 Penalty: 3489.109863
	Iteration 122Q: 3 clusters Score -5711274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5711272.500000 Penalty: 3489.109863
	Iteration 123Q: 3 clusters Score -5711272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5711278.500000 Penalty: 3489.109863
	Iteration 124Q: 3 clusters Score -5711278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5711284.000000 Penalty: 3489.109863
	Iteration 125Q: 3 clusters Score -5711284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5711293.000000 Penalty: 3489.109863
	Iteration 126Q: 3 clusters Score -5711293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5711297.000000 Penalty: 3489.109863
	Iteration 127Q: 3 clusters Score -5711297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5711295.500000 Penalty: 3489.109863
	Iteration 128Q: 3 clusters Score -5711296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5711291.000000 Penalty: 3489.109863
	Iteration 129Q: 3 clusters Score -5711291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5711296.500000 Penalty: 3489.109863
	Iteration 130Q: 3 clusters Score -5711296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5711295.000000 Penalty: 3489.109863
	Iteration 131Q: 3 clusters Score -5711295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5711294.000000 Penalty: 3489.109863
	Iteration 132Q: 3 clusters Score -5711294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5711294.000000 Penalty: 3489.109863
	Iteration 133F: 3 clusters Score -5711294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Entering Unmasked Estep 
Score: -5273375.500000 Penalty: 1731.437134
	Iteration 0F: 2 clusters Score -5273376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -5244891.500000 Penalty: 3462.874268
	Iteration 0F: 3 clusters Score -5244892 nChanged 19921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -5256274.000000 Penalty: 3462.874268
	Iteration 1F: 3 clusters Score -5256274 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -5256773.000000 Penalty: 3462.874268
	Iteration 2Q: 3 clusters Score -5256773 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -5257389.500000 Penalty: 3462.874268
	Iteration 3Q: 3 clusters Score -5257390 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -5258161.500000 Penalty: 3462.874268
	Iteration 4Q: 3 clusters Score -5258162 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -5259248.500000 Penalty: 3462.874268
	Iteration 5Q: 3 clusters Score -5259248 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -5260845.000000 Penalty: 3462.874268
	Iteration 6F: 3 clusters Score -5260845 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -5262775.000000 Penalty: 3462.874268
	Iteration 7F: 3 clusters Score -5262775 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -5264754.000000 Penalty: 3462.874268
	Iteration 8F: 3 clusters Score -5264754 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -5266318.500000 Penalty: 3462.874268
	Iteration 9Q: 3 clusters Score -5266318 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -5267466.500000 Penalty: 3462.874268
	Iteration 10Q: 3 clusters Score -5267466 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -5268216.500000 Penalty: 3462.874268
	Iteration 11Q: 3 clusters Score -5268216 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -5268795.000000 Penalty: 3462.874268
	Iteration 12Q: 3 clusters Score -5268795 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -5269300.000000 Penalty: 3462.874268
	Iteration 13Q: 3 clusters Score -5269300 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5269771.000000 Penalty: 3462.874268
	Iteration 14Q: 3 clusters Score -5269771 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5270201.000000 Penalty: 3462.874268
	Iteration 15Q: 3 clusters Score -5270201 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5270533.000000 Penalty: 3462.874268
	Iteration 16Q: 3 clusters Score -5270533 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5270782.500000 Penalty: 3462.874268
	Iteration 17Q: 3 clusters Score -5270782 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5270997.000000 Penalty: 3462.874268
	Iteration 18Q: 3 clusters Score -5270997 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5271193.000000 Penalty: 3462.874268
	Iteration 19Q: 3 clusters Score -5271193 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5271311.500000 Penalty: 3462.874268
	Iteration 20F: 3 clusters Score -5271312 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5271425.000000 Penalty: 3462.874268
	Iteration 21Q: 3 clusters Score -5271425 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5271516.000000 Penalty: 3462.874268
	Iteration 22Q: 3 clusters Score -5271516 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5271598.500000 Penalty: 3462.874268
	Iteration 23Q: 3 clusters Score -5271598 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5271658.000000 Penalty: 3462.874268
	Iteration 24Q: 3 clusters Score -5271658 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5271689.500000 Penalty: 3462.874268
	Iteration 25Q: 3 clusters Score -5271690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5271735.500000 Penalty: 3462.874268
	Iteration 26Q: 3 clusters Score -5271736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5271754.500000 Penalty: 3462.874268
	Iteration 27Q: 3 clusters Score -5271754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5271771.000000 Penalty: 3462.874268
	Iteration 28Q: 3 clusters Score -5271771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5271783.500000 Penalty: 3462.874268
	Iteration 29Q: 3 clusters Score -5271784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5271794.000000 Penalty: 3462.874268
	Iteration 30Q: 3 clusters Score -5271794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5271805.000000 Penalty: 3462.874268
	Iteration 31Q: 3 clusters Score -5271805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5271810.500000 Penalty: 3462.874268
	Iteration 32Q: 3 clusters Score -5271810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5271835.000000 Penalty: 3462.874268
	Iteration 33Q: 3 clusters Score -5271835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5271841.000000 Penalty: 3462.874268
	Iteration 34Q: 3 clusters Score -5271841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5271845.500000 Penalty: 3462.874268
	Iteration 35Q: 3 clusters Score -5271846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5271850.500000 Penalty: 3462.874268
	Iteration 36Q: 3 clusters Score -5271850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5271856.500000 Penalty: 3462.874268
	Iteration 37Q: 3 clusters Score -5271856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5271855.500000 Penalty: 3462.874268
	Iteration 38Q: 3 clusters Score -5271856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5271860.000000 Penalty: 3462.874268
	Iteration 39Q: 3 clusters Score -5271860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5271865.000000 Penalty: 3462.874268
	Iteration 40F: 3 clusters Score -5271865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5271864.000000 Penalty: 3462.874268
	Iteration 41Q: 3 clusters Score -5271864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5271864.000000 Penalty: 3462.874268
	Iteration 42F: 3 clusters Score -5271864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Entering Unmasked Estep 
Score: -5617147.500000 Penalty: 1741.781250
	Iteration 0F: 2 clusters Score -5617148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -5586847.500000 Penalty: 3483.562500
	Iteration 0F: 3 clusters Score -5586848 nChanged 21198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -5598699.000000 Penalty: 3483.562500
	Iteration 1F: 3 clusters Score -5598699 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -5599202.000000 Penalty: 3483.562500
	Iteration 2Q: 3 clusters Score -5599202 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -5599798.500000 Penalty: 3483.562500
	Iteration 3Q: 3 clusters Score -5599798 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -5600622.000000 Penalty: 3483.562500
	Iteration 4Q: 3 clusters Score -5600622 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -5601893.000000 Penalty: 3483.562500
	Iteration 5Q: 3 clusters Score -5601893 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -5603463.500000 Penalty: 3483.562500
	Iteration 6F: 3 clusters Score -5603464 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -5605446.000000 Penalty: 3483.562500
	Iteration 7F: 3 clusters Score -5605446 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -5607397.000000 Penalty: 3483.562500
	Iteration 8F: 3 clusters Score -5607397 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -5609257.500000 Penalty: 3483.562500
	Iteration 9F: 3 clusters Score -5609258 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -5610783.500000 Penalty: 3483.562500
	Iteration 10Q: 3 clusters Score -5610784 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -5612056.500000 Penalty: 3483.562500
	Iteration 11Q: 3 clusters Score -5612056 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -5613069.000000 Penalty: 3483.562500
	Iteration 12Q: 3 clusters Score -5613069 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -5613827.000000 Penalty: 3483.562500
	Iteration 13Q: 3 clusters Score -5613827 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -5614356.000000 Penalty: 3483.562500
	Iteration 14Q: 3 clusters Score -5614356 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -5614757.500000 Penalty: 3483.562500
	Iteration 15Q: 3 clusters Score -5614758 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -5615069.500000 Penalty: 3483.562500
	Iteration 16Q: 3 clusters Score -5615070 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -5615242.500000 Penalty: 3483.562500
	Iteration 17Q: 3 clusters Score -5615242 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -5615379.000000 Penalty: 3483.562500
	Iteration 18Q: 3 clusters Score -5615379 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -5615436.500000 Penalty: 3483.562500
	Iteration 19Q: 3 clusters Score -5615436 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -5615489.000000 Penalty: 3483.562500
	Iteration 20F: 3 clusters Score -5615489 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -5615515.000000 Penalty: 3483.562500
	Iteration 21Q: 3 clusters Score -5615515 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -5615547.500000 Penalty: 3483.562500
	Iteration 22Q: 3 clusters Score -5615548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -5615559.000000 Penalty: 3483.562500
	Iteration 23Q: 3 clusters Score -5615559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -5615561.500000 Penalty: 3483.562500
	Iteration 24Q: 3 clusters Score -5615562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -5615578.500000 Penalty: 3483.562500
	Iteration 25Q: 3 clusters Score -5615578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -5615595.000000 Penalty: 3483.562500
	Iteration 26Q: 3 clusters Score -5615595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -5615605.500000 Penalty: 3483.562500
	Iteration 27Q: 3 clusters Score -5615606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -5615603.000000 Penalty: 3483.562500
	Iteration 28Q: 3 clusters Score -5615603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -5615619.000000 Penalty: 3483.562500
	Iteration 29Q: 3 clusters Score -5615619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -5615618.000000 Penalty: 3483.562500
	Iteration 30Q: 3 clusters Score -5615618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -5615625.500000 Penalty: 3483.562500
	Iteration 31Q: 3 clusters Score -5615626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -5615636.500000 Penalty: 3483.562500
	Iteration 32Q: 3 clusters Score -5615636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -5615639.500000 Penalty: 3483.562500
	Iteration 33Q: 3 clusters Score -5615640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -5615641.000000 Penalty: 3483.562500
	Iteration 34Q: 3 clusters Score -5615641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -5615638.500000 Penalty: 3483.562500
	Iteration 35Q: 3 clusters Score -5615638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -5615644.000000 Penalty: 3483.562500
	Iteration 36Q: 3 clusters Score -5615644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -5615652.500000 Penalty: 3483.562500
	Iteration 37Q: 3 clusters Score -5615652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -5615659.000000 Penalty: 3483.562500
	Iteration 38Q: 3 clusters Score -5615659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -5615657.000000 Penalty: 3483.562500
	Iteration 39Q: 3 clusters Score -5615657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -5615663.500000 Penalty: 3483.562500
	Iteration 40F: 3 clusters Score -5615664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -5615657.500000 Penalty: 3483.562500
	Iteration 41Q: 3 clusters Score -5615658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -5615665.000000 Penalty: 3483.562500
	Iteration 42Q: 3 clusters Score -5615665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -5615669.000000 Penalty: 3483.562500
	Iteration 43Q: 3 clusters Score -5615669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -5615675.500000 Penalty: 3483.562500
	Iteration 44Q: 3 clusters Score -5615676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -5615675.000000 Penalty: 3483.562500
	Iteration 45Q: 3 clusters Score -5615675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -5615678.000000 Penalty: 3483.562500
	Iteration 46Q: 3 clusters Score -5615678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -5615678.000000 Penalty: 3483.562500
	Iteration 47F: 3 clusters Score -5615678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89676 members 
Entering Unmasked Estep 
Score: -11101100.000000 Penalty: 1853.143188
	Iteration 0F: 2 clusters Score -1.11011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -11043800.000000 Penalty: 3706.286377
	Iteration 0F: 3 clusters Score -1.10438e+07 nChanged 42565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -11068494.000000 Penalty: 3706.286377
	Iteration 1F: 3 clusters Score -1.106849e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -11069429.000000 Penalty: 3706.286377
	Iteration 2Q: 3 clusters Score -1.106943e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -11070702.000000 Penalty: 3706.286377
	Iteration 3Q: 3 clusters Score -1.10707e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -11072759.000000 Penalty: 3706.286377
	Iteration 4Q: 3 clusters Score -1.107276e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -11075695.000000 Penalty: 3706.286377
	Iteration 5F: 3 clusters Score -1.10757e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -11079518.000000 Penalty: 3706.286377
	Iteration 6F: 3 clusters Score -1.107952e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 64410 members 
Entering Unmasked Estep 
Score: -11083842.000000 Penalty: 3706.286377
	Iteration 7F: 3 clusters Score -1.108384e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 67791 members 
Entering Unmasked Estep 
Score: -11087406.000000 Penalty: 3706.286377
	Iteration 8F: 3 clusters Score -1.108741e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -11089899.000000 Penalty: 3706.286377
	Iteration 9Q: 3 clusters Score -1.10899e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 71760 members 
Entering Unmasked Estep 
Score: -11091416.000000 Penalty: 3706.286377
	Iteration 10Q: 3 clusters Score -1.109142e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 72805 members 
Entering Unmasked Estep 
Score: -11092320.000000 Penalty: 3706.286377
	Iteration 11Q: 3 clusters Score -1.109232e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 73608 members 
Entering Unmasked Estep 
Score: -11092888.000000 Penalty: 3706.286377
	Iteration 12Q: 3 clusters Score -1.109289e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 74280 members 
Entering Unmasked Estep 
Score: -11093234.000000 Penalty: 3706.286377
	Iteration 13Q: 3 clusters Score -1.109323e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -11093508.000000 Penalty: 3706.286377
	Iteration 14Q: 3 clusters Score -1.109351e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 75594 members 
Entering Unmasked Estep 
Score: -11093729.000000 Penalty: 3706.286377
	Iteration 15Q: 3 clusters Score -1.109373e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 76146 members 
Entering Unmasked Estep 
Score: -11093885.000000 Penalty: 3706.286377
	Iteration 16Q: 3 clusters Score -1.109388e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 76730 members 
Entering Unmasked Estep 
Score: -11094122.000000 Penalty: 3706.286377
	Iteration 17Q: 3 clusters Score -1.109412e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 77294 members 
Entering Unmasked Estep 
Score: -11094376.000000 Penalty: 3706.286377
	Iteration 18Q: 3 clusters Score -1.109438e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -11094626.000000 Penalty: 3706.286377
	Iteration 19Q: 3 clusters Score -1.109463e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 78466 members 
Entering Unmasked Estep 
Score: -11094853.000000 Penalty: 3706.286377
	Iteration 20F: 3 clusters Score -1.109485e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 79072 members 
Entering Unmasked Estep 
Score: -11095116.000000 Penalty: 3706.286377
	Iteration 21Q: 3 clusters Score -1.109512e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -11095377.000000 Penalty: 3706.286377
	Iteration 22Q: 3 clusters Score -1.109538e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 80171 members 
Entering Unmasked Estep 
Score: -11095621.000000 Penalty: 3706.286377
	Iteration 23Q: 3 clusters Score -1.109562e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -11095885.000000 Penalty: 3706.286377
	Iteration 24Q: 3 clusters Score -1.109588e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 81331 members 
Entering Unmasked Estep 
Score: -11096180.000000 Penalty: 3706.286377
	Iteration 25Q: 3 clusters Score -1.109618e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 81861 members 
Entering Unmasked Estep 
Score: -11096418.000000 Penalty: 3706.286377
	Iteration 26Q: 3 clusters Score -1.109642e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 82313 members 
Entering Unmasked Estep 
Score: -11096602.000000 Penalty: 3706.286377
	Iteration 27Q: 3 clusters Score -1.10966e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 82756 members 
Entering Unmasked Estep 
Score: -11096783.000000 Penalty: 3706.286377
	Iteration 28Q: 3 clusters Score -1.109678e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 83210 members 
Entering Unmasked Estep 
Score: -11096979.000000 Penalty: 3706.286377
	Iteration 29Q: 3 clusters Score -1.109698e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 83609 members 
Entering Unmasked Estep 
Score: -11097144.000000 Penalty: 3706.286377
	Iteration 30Q: 3 clusters Score -1.109714e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
Score: -11097291.000000 Penalty: 3706.286377
	Iteration 31Q: 3 clusters Score -1.109729e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 84400 members 
Entering Unmasked Estep 
Score: -11097422.000000 Penalty: 3706.286377
	Iteration 32Q: 3 clusters Score -1.109742e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 84750 members 
Entering Unmasked Estep 
Score: -11097534.000000 Penalty: 3706.286377
	Iteration 33Q: 3 clusters Score -1.109753e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 85067 members 
Entering Unmasked Estep 
Score: -11097663.000000 Penalty: 3706.286377
	Iteration 34Q: 3 clusters Score -1.109766e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 85368 members 
Entering Unmasked Estep 
Score: -11097840.000000 Penalty: 3706.286377
	Iteration 35Q: 3 clusters Score -1.109784e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 85627 members 
Entering Unmasked Estep 
Score: -11097971.000000 Penalty: 3706.286377
	Iteration 36Q: 3 clusters Score -1.109797e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 85888 members 
Entering Unmasked Estep 
Score: -11098066.000000 Penalty: 3706.286377
	Iteration 37Q: 3 clusters Score -1.109807e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 86107 members 
Entering Unmasked Estep 
Score: -11098158.000000 Penalty: 3706.286377
	Iteration 38Q: 3 clusters Score -1.109816e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -11098246.000000 Penalty: 3706.286377
	Iteration 39Q: 3 clusters Score -1.109825e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 86504 members 
Entering Unmasked Estep 
Score: -11098328.000000 Penalty: 3706.286377
	Iteration 40F: 3 clusters Score -1.109833e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 86682 members 
Entering Unmasked Estep 
Score: -11098432.000000 Penalty: 3706.286377
	Iteration 41Q: 3 clusters Score -1.109843e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 86852 members 
Entering Unmasked Estep 
Score: -11098498.000000 Penalty: 3706.286377
	Iteration 42Q: 3 clusters Score -1.10985e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 87006 members 
Entering Unmasked Estep 
Score: -11098570.000000 Penalty: 3706.286377
	Iteration 43Q: 3 clusters Score -1.109857e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 87127 members 
Entering Unmasked Estep 
Score: -11098631.000000 Penalty: 3706.286377
	Iteration 44Q: 3 clusters Score -1.109863e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 87238 members 
Entering Unmasked Estep 
Score: -11098676.000000 Penalty: 3706.286377
	Iteration 45Q: 3 clusters Score -1.109868e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 87352 members 
Entering Unmasked Estep 
Score: -11098747.000000 Penalty: 3706.286377
	Iteration 46Q: 3 clusters Score -1.109875e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 87462 members 
Entering Unmasked Estep 
Score: -11098815.000000 Penalty: 3706.286377
	Iteration 47Q: 3 clusters Score -1.109882e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -11098835.000000 Penalty: 3706.286377
	Iteration 48Q: 3 clusters Score -1.109884e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 87613 members 
Entering Unmasked Estep 
Score: -11098874.000000 Penalty: 3706.286377
	Iteration 49Q: 3 clusters Score -1.109887e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
Score: -11098866.000000 Penalty: 3706.286377
	Iteration 50Q: 3 clusters Score -1.109887e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -11098877.000000 Penalty: 3706.286377
	Iteration 51Q: 3 clusters Score -1.109888e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 87791 members 
Entering Unmasked Estep 
Score: -11098923.000000 Penalty: 3706.286377
	Iteration 52Q: 3 clusters Score -1.109892e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 87843 members 
Entering Unmasked Estep 
Score: -11098959.000000 Penalty: 3706.286377
	Iteration 53Q: 3 clusters Score -1.109896e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 87886 members 
Entering Unmasked Estep 
Score: -11098997.000000 Penalty: 3706.286377
	Iteration 54Q: 3 clusters Score -1.1099e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 87923 members 
Entering Unmasked Estep 
Score: -11098999.000000 Penalty: 3706.286377
	Iteration 55Q: 3 clusters Score -1.1099e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 87946 members 
Entering Unmasked Estep 
Score: -11099018.000000 Penalty: 3706.286377
	Iteration 56Q: 3 clusters Score -1.109902e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 87973 members 
Entering Unmasked Estep 
Score: -11099014.000000 Penalty: 3706.286377
	Iteration 57Q: 3 clusters Score -1.109901e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 87991 members 
Entering Unmasked Estep 
Score: -11099018.000000 Penalty: 3706.286377
	Iteration 58Q: 3 clusters Score -1.109902e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 88019 members 
Entering Unmasked Estep 
Score: -11099027.000000 Penalty: 3706.286377
	Iteration 59Q: 3 clusters Score -1.109903e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 88044 members 
Entering Unmasked Estep 
Score: -11099041.000000 Penalty: 3706.286377
	Iteration 60F: 3 clusters Score -1.109904e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 88067 members 
Entering Unmasked Estep 
Score: -11099055.000000 Penalty: 3706.286377
	Iteration 61Q: 3 clusters Score -1.109906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 88088 members 
Entering Unmasked Estep 
Score: -11099061.000000 Penalty: 3706.286377
	Iteration 62Q: 3 clusters Score -1.109906e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 88102 members 
Entering Unmasked Estep 
Score: -11099067.000000 Penalty: 3706.286377
	Iteration 63Q: 3 clusters Score -1.109907e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 88126 members 
Entering Unmasked Estep 
Score: -11099093.000000 Penalty: 3706.286377
	Iteration 64Q: 3 clusters Score -1.109909e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 88145 members 
Entering Unmasked Estep 
Score: -11099099.000000 Penalty: 3706.286377
	Iteration 65Q: 3 clusters Score -1.10991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 88158 members 
Entering Unmasked Estep 
Score: -11099117.000000 Penalty: 3706.286377
	Iteration 66Q: 3 clusters Score -1.109912e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 88178 members 
Entering Unmasked Estep 
Score: -11099148.000000 Penalty: 3706.286377
	Iteration 67Q: 3 clusters Score -1.109915e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 88198 members 
Entering Unmasked Estep 
Score: -11099159.000000 Penalty: 3706.286377
	Iteration 68Q: 3 clusters Score -1.109916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 88216 members 
Entering Unmasked Estep 
Score: -11099175.000000 Penalty: 3706.286377
	Iteration 69Q: 3 clusters Score -1.109918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 88234 members 
Entering Unmasked Estep 
Score: -11099176.000000 Penalty: 3706.286377
	Iteration 70Q: 3 clusters Score -1.109918e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -11099186.000000 Penalty: 3706.286377
	Iteration 71Q: 3 clusters Score -1.109919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 88266 members 
Entering Unmasked Estep 
Score: -11099175.000000 Penalty: 3706.286377
	Iteration 72Q: 3 clusters Score -1.109918e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 88281 members 
Entering Unmasked Estep 
Score: -11099173.000000 Penalty: 3706.286377
	Iteration 73Q: 3 clusters Score -1.109917e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 88296 members 
Entering Unmasked Estep 
Score: -11099188.000000 Penalty: 3706.286377
	Iteration 74Q: 3 clusters Score -1.109919e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 88308 members 
Entering Unmasked Estep 
Score: -11099185.000000 Penalty: 3706.286377
	Iteration 75Q: 3 clusters Score -1.109918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 88324 members 
Entering Unmasked Estep 
Score: -11099208.000000 Penalty: 3706.286377
	Iteration 76Q: 3 clusters Score -1.109921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -11099212.000000 Penalty: 3706.286377
	Iteration 77Q: 3 clusters Score -1.109921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -11099215.000000 Penalty: 3706.286377
	Iteration 78Q: 3 clusters Score -1.109922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 88347 members 
Entering Unmasked Estep 
Score: -11099223.000000 Penalty: 3706.286377
	Iteration 79Q: 3 clusters Score -1.109922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 88353 members 
Entering Unmasked Estep 
Score: -11099236.000000 Penalty: 3706.286377
	Iteration 80F: 3 clusters Score -1.109924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 88361 members 
Entering Unmasked Estep 
Score: -11099235.000000 Penalty: 3706.286377
	Iteration 81Q: 3 clusters Score -1.109924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -11099235.000000 Penalty: 3706.286377
	Iteration 82Q: 3 clusters Score -1.109924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 88382 members 
Entering Unmasked Estep 
Score: -11099251.000000 Penalty: 3706.286377
	Iteration 83Q: 3 clusters Score -1.109925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -11099255.000000 Penalty: 3706.286377
	Iteration 84Q: 3 clusters Score -1.109926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 88395 members 
Entering Unmasked Estep 
Score: -11099255.000000 Penalty: 3706.286377
	Iteration 85Q: 3 clusters Score -1.109926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -11099256.000000 Penalty: 3706.286377
	Iteration 86Q: 3 clusters Score -1.109926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 88399 members 
Entering Unmasked Estep 
Score: -11099255.000000 Penalty: 3706.286377
	Iteration 87Q: 3 clusters Score -1.109926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 88402 members 
Entering Unmasked Estep 
Score: -11099247.000000 Penalty: 3706.286377
	Iteration 88Q: 3 clusters Score -1.109925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -11099245.000000 Penalty: 3706.286377
	Iteration 89Q: 3 clusters Score -1.109924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 88406 members 
Entering Unmasked Estep 
Score: -11099242.000000 Penalty: 3706.286377
	Iteration 90Q: 3 clusters Score -1.109924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 88406 members 
Entering Unmasked Estep 
Score: -11099242.000000 Penalty: 3706.286377
	Iteration 91F: 3 clusters Score -1.109924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Entering Unmasked Estep 
Score: -878784.125000 Penalty: 1446.715332
	Iteration 0F: 2 clusters Score -878784.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -873360.812500 Penalty: 2893.430664
	Iteration 0F: 3 clusters Score -873360.8 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -874917.750000 Penalty: 2893.430664
	Iteration 1F: 3 clusters Score -874917.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -875117.250000 Penalty: 2893.430664
	Iteration 2F: 3 clusters Score -875117.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -875262.000000 Penalty: 2893.430664
	Iteration 3Q: 3 clusters Score -875262 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -875380.000000 Penalty: 2893.430664
	Iteration 4Q: 3 clusters Score -875380 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -875480.875000 Penalty: 2893.430664
	Iteration 5Q: 3 clusters Score -875480.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -875578.625000 Penalty: 2893.430664
	Iteration 6Q: 3 clusters Score -875578.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -875693.500000 Penalty: 2893.430664
	Iteration 7Q: 3 clusters Score -875693.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -875841.750000 Penalty: 2893.430664
	Iteration 8Q: 3 clusters Score -875841.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -876033.562500 Penalty: 2893.430664
	Iteration 9Q: 3 clusters Score -876033.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -876254.875000 Penalty: 2893.430664
	Iteration 10Q: 3 clusters Score -876254.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -876485.000000 Penalty: 2893.430664
	Iteration 11Q: 3 clusters Score -876485 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -876724.000000 Penalty: 2893.430664
	Iteration 12Q: 3 clusters Score -876724 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -876970.000000 Penalty: 2893.430664
	Iteration 13Q: 3 clusters Score -876970 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -877125.062500 Penalty: 2893.430664
	Iteration 14Q: 3 clusters Score -877125.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -877252.437500 Penalty: 2893.430664
	Iteration 15Q: 3 clusters Score -877252.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -877360.062500 Penalty: 2893.430664
	Iteration 16Q: 3 clusters Score -877360.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -877445.750000 Penalty: 2893.430664
	Iteration 17Q: 3 clusters Score -877445.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -877533.562500 Penalty: 2893.430664
	Iteration 18Q: 3 clusters Score -877533.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -877598.437500 Penalty: 2893.430664
	Iteration 19Q: 3 clusters Score -877598.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -877632.187500 Penalty: 2893.430664
	Iteration 20F: 3 clusters Score -877632.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -877652.937500 Penalty: 2893.430664
	Iteration 21Q: 3 clusters Score -877652.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -877664.562500 Penalty: 2893.430664
	Iteration 22Q: 3 clusters Score -877664.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -877672.312500 Penalty: 2893.430664
	Iteration 23Q: 3 clusters Score -877672.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -877680.062500 Penalty: 2893.430664
	Iteration 24Q: 3 clusters Score -877680.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -877681.437500 Penalty: 2893.430664
	Iteration 25Q: 3 clusters Score -877681.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -877683.250000 Penalty: 2893.430664
	Iteration 26Q: 3 clusters Score -877683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -877685.812500 Penalty: 2893.430664
	Iteration 27Q: 3 clusters Score -877685.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -877688.937500 Penalty: 2893.430664
	Iteration 28Q: 3 clusters Score -877688.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -877690.437500 Penalty: 2893.430664
	Iteration 29Q: 3 clusters Score -877690.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -877692.687500 Penalty: 2893.430664
	Iteration 30Q: 3 clusters Score -877692.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -877696.875000 Penalty: 2893.430664
	Iteration 31Q: 3 clusters Score -877696.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -877698.812500 Penalty: 2893.430664
	Iteration 32Q: 3 clusters Score -877698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -877700.812500 Penalty: 2893.430664
	Iteration 33Q: 3 clusters Score -877700.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -877704.562500 Penalty: 2893.430664
	Iteration 34Q: 3 clusters Score -877704.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -877707.312500 Penalty: 2893.430664
	Iteration 35Q: 3 clusters Score -877707.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -877708.687500 Penalty: 2893.430664
	Iteration 36Q: 3 clusters Score -877708.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -877709.125000 Penalty: 2893.430664
	Iteration 37Q: 3 clusters Score -877709.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -877712.312500 Penalty: 2893.430664
	Iteration 38Q: 3 clusters Score -877712.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -877717.375000 Penalty: 2893.430664
	Iteration 39Q: 3 clusters Score -877717.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -877722.625000 Penalty: 2893.430664
	Iteration 40F: 3 clusters Score -877722.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -877728.437500 Penalty: 2893.430664
	Iteration 41Q: 3 clusters Score -877728.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -877736.250000 Penalty: 2893.430664
	Iteration 42Q: 3 clusters Score -877736.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -877742.062500 Penalty: 2893.430664
	Iteration 43Q: 3 clusters Score -877742.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -877743.000000 Penalty: 2893.430664
	Iteration 44Q: 3 clusters Score -877743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -877745.375000 Penalty: 2893.430664
	Iteration 45Q: 3 clusters Score -877745.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -877746.562500 Penalty: 2893.430664
	Iteration 46Q: 3 clusters Score -877746.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -877746.375000 Penalty: 2893.430664
	Iteration 47Q: 3 clusters Score -877746.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -877749.312500 Penalty: 2893.430664
	Iteration 48Q: 3 clusters Score -877749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -877749.687500 Penalty: 2893.430664
	Iteration 49Q: 3 clusters Score -877749.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -877751.312500 Penalty: 2893.430664
	Iteration 50Q: 3 clusters Score -877751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -877752.750000 Penalty: 2893.430664
	Iteration 51Q: 3 clusters Score -877752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -877752.062500 Penalty: 2893.430664
	Iteration 52Q: 3 clusters Score -877752.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -877752.062500 Penalty: 2893.430664
	Iteration 53F: 3 clusters Score -877752.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Entering Unmasked Estep 
Score: -8805790.000000 Penalty: 1814.470825
	Iteration 0F: 2 clusters Score -8805790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -8759842.000000 Penalty: 3628.941650
	Iteration 0F: 3 clusters Score -8759842 nChanged 33544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -8778803.000000 Penalty: 3628.941650
	Iteration 1F: 3 clusters Score -8778803 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -8779475.000000 Penalty: 3628.941650
	Iteration 2Q: 3 clusters Score -8779475 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -8780395.000000 Penalty: 3628.941650
	Iteration 3Q: 3 clusters Score -8780395 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -8781894.000000 Penalty: 3628.941650
	Iteration 4Q: 3 clusters Score -8781894 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -8784187.000000 Penalty: 3628.941650
	Iteration 5F: 3 clusters Score -8784187 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -8787612.000000 Penalty: 3628.941650
	Iteration 6F: 3 clusters Score -8787612 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -8792390.000000 Penalty: 3628.941650
	Iteration 7F: 3 clusters Score -8792390 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -8796644.000000 Penalty: 3628.941650
	Iteration 8F: 3 clusters Score -8796644 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -8798965.000000 Penalty: 3628.941650
	Iteration 9Q: 3 clusters Score -8798965 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -8800090.000000 Penalty: 3628.941650
	Iteration 10Q: 3 clusters Score -8800090 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58159 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -8800651.000000 Penalty: 3628.941650
	Iteration 11Q: 3 clusters Score -8800651 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -8801125.000000 Penalty: 3628.941650
	Iteration 12Q: 3 clusters Score -8801125 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -8801532.000000 Penalty: 3628.941650
	Iteration 13Q: 3 clusters Score -8801532 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -8801870.000000 Penalty: 3628.941650
	Iteration 14Q: 3 clusters Score -8801870 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -8802181.000000 Penalty: 3628.941650
	Iteration 15Q: 3 clusters Score -8802181 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -8802457.000000 Penalty: 3628.941650
	Iteration 16Q: 3 clusters Score -8802457 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -8802692.000000 Penalty: 3628.941650
	Iteration 17Q: 3 clusters Score -8802692 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64063 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -8802897.000000 Penalty: 3628.941650
	Iteration 18Q: 3 clusters Score -8802897 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64646 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -8803051.000000 Penalty: 3628.941650
	Iteration 19Q: 3 clusters Score -8803051 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -8803198.000000 Penalty: 3628.941650
	Iteration 20F: 3 clusters Score -8803198 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -8803372.000000 Penalty: 3628.941650
	Iteration 21Q: 3 clusters Score -8803372 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -8803484.000000 Penalty: 3628.941650
	Iteration 22Q: 3 clusters Score -8803484 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -8803630.000000 Penalty: 3628.941650
	Iteration 23Q: 3 clusters Score -8803630 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -8803728.000000 Penalty: 3628.941650
	Iteration 24Q: 3 clusters Score -8803728 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -8803810.000000 Penalty: 3628.941650
	Iteration 25Q: 3 clusters Score -8803810 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67751 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -8803895.000000 Penalty: 3628.941650
	Iteration 26Q: 3 clusters Score -8803895 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -8803988.000000 Penalty: 3628.941650
	Iteration 27Q: 3 clusters Score -8803988 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -8804041.000000 Penalty: 3628.941650
	Iteration 28Q: 3 clusters Score -8804041 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -8804109.000000 Penalty: 3628.941650
	Iteration 29Q: 3 clusters Score -8804109 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -8804173.000000 Penalty: 3628.941650
	Iteration 30Q: 3 clusters Score -8804173 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68842 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8804202.000000 Penalty: 3628.941650
	Iteration 31Q: 3 clusters Score -8804202 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8804253.000000 Penalty: 3628.941650
	Iteration 32Q: 3 clusters Score -8804253 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69102 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8804271.000000 Penalty: 3628.941650
	Iteration 33Q: 3 clusters Score -8804271 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8804276.000000 Penalty: 3628.941650
	Iteration 34Q: 3 clusters Score -8804276 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69286 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8804299.000000 Penalty: 3628.941650
	Iteration 35Q: 3 clusters Score -8804299 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69356 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -8804322.000000 Penalty: 3628.941650
	Iteration 36Q: 3 clusters Score -8804322 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69422 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8804323.000000 Penalty: 3628.941650
	Iteration 37Q: 3 clusters Score -8804323 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69482 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8804350.000000 Penalty: 3628.941650
	Iteration 38Q: 3 clusters Score -8804350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8804355.000000 Penalty: 3628.941650
	Iteration 39Q: 3 clusters Score -8804355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69572 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8804370.000000 Penalty: 3628.941650
	Iteration 40F: 3 clusters Score -8804370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69598 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8804386.000000 Penalty: 3628.941650
	Iteration 41Q: 3 clusters Score -8804386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69626 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8804403.000000 Penalty: 3628.941650
	Iteration 42Q: 3 clusters Score -8804403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8804422.000000 Penalty: 3628.941650
	Iteration 43Q: 3 clusters Score -8804422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8804415.000000 Penalty: 3628.941650
	Iteration 44Q: 3 clusters Score -8804415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69682 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8804424.000000 Penalty: 3628.941650
	Iteration 45Q: 3 clusters Score -8804424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69691 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8804422.000000 Penalty: 3628.941650
	Iteration 46Q: 3 clusters Score -8804422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8804427.000000 Penalty: 3628.941650
	Iteration 47Q: 3 clusters Score -8804427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69719 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8804424.000000 Penalty: 3628.941650
	Iteration 48Q: 3 clusters Score -8804424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69728 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8804416.000000 Penalty: 3628.941650
	Iteration 49Q: 3 clusters Score -8804416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69737 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8804418.000000 Penalty: 3628.941650
	Iteration 50Q: 3 clusters Score -8804418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8804411.000000 Penalty: 3628.941650
	Iteration 51Q: 3 clusters Score -8804411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8804418.000000 Penalty: 3628.941650
	Iteration 52Q: 3 clusters Score -8804418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69776 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8804421.000000 Penalty: 3628.941650
	Iteration 53Q: 3 clusters Score -8804421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69784 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8804428.000000 Penalty: 3628.941650
	Iteration 54Q: 3 clusters Score -8804428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8804432.000000 Penalty: 3628.941650
	Iteration 55Q: 3 clusters Score -8804432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69804 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8804433.000000 Penalty: 3628.941650
	Iteration 56Q: 3 clusters Score -8804433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69813 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8804440.000000 Penalty: 3628.941650
	Iteration 57Q: 3 clusters Score -8804440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69823 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8804438.000000 Penalty: 3628.941650
	Iteration 58Q: 3 clusters Score -8804438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8804433.000000 Penalty: 3628.941650
	Iteration 59Q: 3 clusters Score -8804433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8804444.000000 Penalty: 3628.941650
	Iteration 60F: 3 clusters Score -8804444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8804442.000000 Penalty: 3628.941650
	Iteration 61Q: 3 clusters Score -8804442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8804443.000000 Penalty: 3628.941650
	Iteration 62Q: 3 clusters Score -8804443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69883 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8804450.000000 Penalty: 3628.941650
	Iteration 63Q: 3 clusters Score -8804450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69888 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8804462.000000 Penalty: 3628.941650
	Iteration 64Q: 3 clusters Score -8804462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8804458.000000 Penalty: 3628.941650
	Iteration 65Q: 3 clusters Score -8804458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69897 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8804458.000000 Penalty: 3628.941650
	Iteration 66Q: 3 clusters Score -8804458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8804466.000000 Penalty: 3628.941650
	Iteration 67Q: 3 clusters Score -8804466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69907 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8804452.000000 Penalty: 3628.941650
	Iteration 68Q: 3 clusters Score -8804452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69913 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8804448.000000 Penalty: 3628.941650
	Iteration 69Q: 3 clusters Score -8804448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8804454.000000 Penalty: 3628.941650
	Iteration 70Q: 3 clusters Score -8804454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8804457.000000 Penalty: 3628.941650
	Iteration 71Q: 3 clusters Score -8804457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8804460.000000 Penalty: 3628.941650
	Iteration 72Q: 3 clusters Score -8804460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8804460.000000 Penalty: 3628.941650
	Iteration 73F: 3 clusters Score -8804460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79750 members 
Entering Unmasked Estep 
Score: -9908152.000000 Penalty: 1834.080933
	Iteration 0F: 2 clusters Score -9908152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -9856588.000000 Penalty: 3668.161865
	Iteration 0F: 3 clusters Score -9856588 nChanged 38113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -9878722.000000 Penalty: 3668.161865
	Iteration 1F: 3 clusters Score -9878722 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -9879816.000000 Penalty: 3668.161865
	Iteration 2Q: 3 clusters Score -9879816 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -9881503.000000 Penalty: 3668.161865
	Iteration 3Q: 3 clusters Score -9881503 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -9884154.000000 Penalty: 3668.161865
	Iteration 4F: 3 clusters Score -9884154 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -9888179.000000 Penalty: 3668.161865
	Iteration 5F: 3 clusters Score -9888179 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -9893606.000000 Penalty: 3668.161865
	Iteration 6F: 3 clusters Score -9893606 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70388 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -9899154.000000 Penalty: 3668.161865
	Iteration 7F: 3 clusters Score -9899154 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74905 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -9903197.000000 Penalty: 3668.161865
	Iteration 8F: 3 clusters Score -9903197 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77477 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -9905316.000000 Penalty: 3668.161865
	Iteration 9Q: 3 clusters Score -9905316 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9906189.000000 Penalty: 3668.161865
	Iteration 10Q: 3 clusters Score -9906189 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79036 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9906658.000000 Penalty: 3668.161865
	Iteration 11Q: 3 clusters Score -9906658 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9906856.000000 Penalty: 3668.161865
	Iteration 12Q: 3 clusters Score -9906856 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79236 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9906959.000000 Penalty: 3668.161865
	Iteration 13Q: 3 clusters Score -9906959 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79277 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9907026.000000 Penalty: 3668.161865
	Iteration 14Q: 3 clusters Score -9907026 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9907066.000000 Penalty: 3668.161865
	Iteration 15Q: 3 clusters Score -9907066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79311 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9907117.000000 Penalty: 3668.161865
	Iteration 16Q: 3 clusters Score -9907117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9907145.000000 Penalty: 3668.161865
	Iteration 17Q: 3 clusters Score -9907145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79331 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9907164.000000 Penalty: 3668.161865
	Iteration 18Q: 3 clusters Score -9907164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79338 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9907178.000000 Penalty: 3668.161865
	Iteration 19Q: 3 clusters Score -9907178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9907203.000000 Penalty: 3668.161865
	Iteration 20F: 3 clusters Score -9907203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79340 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9907216.000000 Penalty: 3668.161865
	Iteration 21Q: 3 clusters Score -9907216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9907221.000000 Penalty: 3668.161865
	Iteration 22Q: 3 clusters Score -9907221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79339 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9907219.000000 Penalty: 3668.161865
	Iteration 23Q: 3 clusters Score -9907219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79338 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9907222.000000 Penalty: 3668.161865
	Iteration 24Q: 3 clusters Score -9907222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79338 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9907222.000000 Penalty: 3668.161865
	Iteration 25F: 3 clusters Score -9907222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Entering Unmasked Estep 
Score: -567464.750000 Penalty: 1368.396606
	Iteration 0F: 2 clusters Score -567464.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -563721.562500 Penalty: 2736.793213
	Iteration 0F: 3 clusters Score -563721.6 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -564747.062500 Penalty: 2736.793213
	Iteration 1F: 3 clusters Score -564747.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -564934.062500 Penalty: 2736.793213
	Iteration 2F: 3 clusters Score -564934.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -565053.687500 Penalty: 2736.793213
	Iteration 3F: 3 clusters Score -565053.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -565124.062500 Penalty: 2736.793213
	Iteration 4Q: 3 clusters Score -565124.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -565181.937500 Penalty: 2736.793213
	Iteration 5Q: 3 clusters Score -565181.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -565228.812500 Penalty: 2736.793213
	Iteration 6Q: 3 clusters Score -565228.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -565264.500000 Penalty: 2736.793213
	Iteration 7Q: 3 clusters Score -565264.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -565299.125000 Penalty: 2736.793213
	Iteration 8Q: 3 clusters Score -565299.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -565334.375000 Penalty: 2736.793213
	Iteration 9Q: 3 clusters Score -565334.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -565369.562500 Penalty: 2736.793213
	Iteration 10Q: 3 clusters Score -565369.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -565405.812500 Penalty: 2736.793213
	Iteration 11Q: 3 clusters Score -565405.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -565449.687500 Penalty: 2736.793213
	Iteration 12Q: 3 clusters Score -565449.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -565485.687500 Penalty: 2736.793213
	Iteration 13Q: 3 clusters Score -565485.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -565524.375000 Penalty: 2736.793213
	Iteration 14Q: 3 clusters Score -565524.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -565570.125000 Penalty: 2736.793213
	Iteration 15Q: 3 clusters Score -565570.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -565610.562500 Penalty: 2736.793213
	Iteration 16Q: 3 clusters Score -565610.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -565660.312500 Penalty: 2736.793213
	Iteration 17Q: 3 clusters Score -565660.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -565710.625000 Penalty: 2736.793213
	Iteration 18Q: 3 clusters Score -565710.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -565759.250000 Penalty: 2736.793213
	Iteration 19Q: 3 clusters Score -565759.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -565796.687500 Penalty: 2736.793213
	Iteration 20F: 3 clusters Score -565796.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -565827.312500 Penalty: 2736.793213
	Iteration 21Q: 3 clusters Score -565827.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -565849.562500 Penalty: 2736.793213
	Iteration 22Q: 3 clusters Score -565849.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -565864.250000 Penalty: 2736.793213
	Iteration 23Q: 3 clusters Score -565864.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -565876.750000 Penalty: 2736.793213
	Iteration 24Q: 3 clusters Score -565876.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -565889.250000 Penalty: 2736.793213
	Iteration 25Q: 3 clusters Score -565889.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -565904.437500 Penalty: 2736.793213
	Iteration 26Q: 3 clusters Score -565904.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -565924.500000 Penalty: 2736.793213
	Iteration 27Q: 3 clusters Score -565924.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -565952.687500 Penalty: 2736.793213
	Iteration 28Q: 3 clusters Score -565952.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -565974.500000 Penalty: 2736.793213
	Iteration 29Q: 3 clusters Score -565974.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -565994.375000 Penalty: 2736.793213
	Iteration 30Q: 3 clusters Score -565994.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -566017.250000 Penalty: 2736.793213
	Iteration 31Q: 3 clusters Score -566017.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -566050.062500 Penalty: 2736.793213
	Iteration 32Q: 3 clusters Score -566050.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -566083.625000 Penalty: 2736.793213
	Iteration 33Q: 3 clusters Score -566083.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -566106.562500 Penalty: 2736.793213
	Iteration 34Q: 3 clusters Score -566106.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -566130.000000 Penalty: 2736.793213
	Iteration 35Q: 3 clusters Score -566130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -566146.500000 Penalty: 2736.793213
	Iteration 36Q: 3 clusters Score -566146.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -566158.187500 Penalty: 2736.793213
	Iteration 37Q: 3 clusters Score -566158.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -566170.000000 Penalty: 2736.793213
	Iteration 38Q: 3 clusters Score -566170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -566186.000000 Penalty: 2736.793213
	Iteration 39Q: 3 clusters Score -566186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -566195.375000 Penalty: 2736.793213
	Iteration 40F: 3 clusters Score -566195.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -566210.062500 Penalty: 2736.793213
	Iteration 41Q: 3 clusters Score -566210.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -566225.000000 Penalty: 2736.793213
	Iteration 42Q: 3 clusters Score -566225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -566231.250000 Penalty: 2736.793213
	Iteration 43Q: 3 clusters Score -566231.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -566236.062500 Penalty: 2736.793213
	Iteration 44Q: 3 clusters Score -566236.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -566241.562500 Penalty: 2736.793213
	Iteration 45Q: 3 clusters Score -566241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -566243.250000 Penalty: 2736.793213
	Iteration 46Q: 3 clusters Score -566243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -566245.875000 Penalty: 2736.793213
	Iteration 47Q: 3 clusters Score -566245.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -566247.687500 Penalty: 2736.793213
	Iteration 48Q: 3 clusters Score -566247.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -566252.875000 Penalty: 2736.793213
	Iteration 49Q: 3 clusters Score -566252.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -566259.062500 Penalty: 2736.793213
	Iteration 50Q: 3 clusters Score -566259.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -566266.187500 Penalty: 2736.793213
	Iteration 51Q: 3 clusters Score -566266.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -566270.625000 Penalty: 2736.793213
	Iteration 52Q: 3 clusters Score -566270.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -566273.312500 Penalty: 2736.793213
	Iteration 53Q: 3 clusters Score -566273.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -566273.812500 Penalty: 2736.793213
	Iteration 54Q: 3 clusters Score -566273.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -566275.562500 Penalty: 2736.793213
	Iteration 55Q: 3 clusters Score -566275.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -566275.562500 Penalty: 2736.793213
	Iteration 56F: 3 clusters Score -566275.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Entering Unmasked Estep 
Score: -367917.937500 Penalty: 1297.198120
	Iteration 0F: 2 clusters Score -367917.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -365259.875000 Penalty: 2594.396240
	Iteration 0F: 3 clusters Score -365259.9 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -365874.187500 Penalty: 2594.396240
	Iteration 1F: 3 clusters Score -365874.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -366010.593750 Penalty: 2594.396240
	Iteration 2F: 3 clusters Score -366010.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -366110.187500 Penalty: 2594.396240
	Iteration 3F: 3 clusters Score -366110.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -366173.281250 Penalty: 2594.396240
	Iteration 4Q: 3 clusters Score -366173.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -366221.437500 Penalty: 2594.396240
	Iteration 5Q: 3 clusters Score -366221.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -366258.093750 Penalty: 2594.396240
	Iteration 6Q: 3 clusters Score -366258.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -366298.625000 Penalty: 2594.396240
	Iteration 7Q: 3 clusters Score -366298.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -366328.031250 Penalty: 2594.396240
	Iteration 8Q: 3 clusters Score -366328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -366344.937500 Penalty: 2594.396240
	Iteration 9Q: 3 clusters Score -366344.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -366353.500000 Penalty: 2594.396240
	Iteration 10Q: 3 clusters Score -366353.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -366360.625000 Penalty: 2594.396240
	Iteration 11Q: 3 clusters Score -366360.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -366366.937500 Penalty: 2594.396240
	Iteration 12Q: 3 clusters Score -366366.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -366370.625000 Penalty: 2594.396240
	Iteration 13Q: 3 clusters Score -366370.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -366373.156250 Penalty: 2594.396240
	Iteration 14Q: 3 clusters Score -366373.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -366375.812500 Penalty: 2594.396240
	Iteration 15Q: 3 clusters Score -366375.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -366381.218750 Penalty: 2594.396240
	Iteration 16Q: 3 clusters Score -366381.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -366387.218750 Penalty: 2594.396240
	Iteration 17Q: 3 clusters Score -366387.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -366390.031250 Penalty: 2594.396240
	Iteration 18Q: 3 clusters Score -366390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -366394.468750 Penalty: 2594.396240
	Iteration 19Q: 3 clusters Score -366394.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -366400.156250 Penalty: 2594.396240
	Iteration 20F: 3 clusters Score -366400.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -366410.531250 Penalty: 2594.396240
	Iteration 21Q: 3 clusters Score -366410.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -366420.937500 Penalty: 2594.396240
	Iteration 22Q: 3 clusters Score -366420.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -366431.843750 Penalty: 2594.396240
	Iteration 23Q: 3 clusters Score -366431.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -366441.781250 Penalty: 2594.396240
	Iteration 24Q: 3 clusters Score -366441.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -366453.156250 Penalty: 2594.396240
	Iteration 25Q: 3 clusters Score -366453.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -366461.062500 Penalty: 2594.396240
	Iteration 26Q: 3 clusters Score -366461.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -366470.031250 Penalty: 2594.396240
	Iteration 27Q: 3 clusters Score -366470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -366479.687500 Penalty: 2594.396240
	Iteration 28Q: 3 clusters Score -366479.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -366492.781250 Penalty: 2594.396240
	Iteration 29Q: 3 clusters Score -366492.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -366509.906250 Penalty: 2594.396240
	Iteration 30Q: 3 clusters Score -366509.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -366524.812500 Penalty: 2594.396240
	Iteration 31Q: 3 clusters Score -366524.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -366543.125000 Penalty: 2594.396240
	Iteration 32Q: 3 clusters Score -366543.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -366560.875000 Penalty: 2594.396240
	Iteration 33Q: 3 clusters Score -366560.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -366572.000000 Penalty: 2594.396240
	Iteration 34Q: 3 clusters Score -366572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -366584.031250 Penalty: 2594.396240
	Iteration 35Q: 3 clusters Score -366584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -366592.093750 Penalty: 2594.396240
	Iteration 36Q: 3 clusters Score -366592.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -366597.625000 Penalty: 2594.396240
	Iteration 37Q: 3 clusters Score -366597.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -366602.906250 Penalty: 2594.396240
	Iteration 38Q: 3 clusters Score -366602.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -366606.000000 Penalty: 2594.396240
	Iteration 39Q: 3 clusters Score -366606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -366608.750000 Penalty: 2594.396240
	Iteration 40F: 3 clusters Score -366608.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -366608.937500 Penalty: 2594.396240
	Iteration 41Q: 3 clusters Score -366608.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -366610.906250 Penalty: 2594.396240
	Iteration 42Q: 3 clusters Score -366610.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -366611.750000 Penalty: 2594.396240
	Iteration 43Q: 3 clusters Score -366611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -366612.500000 Penalty: 2594.396240
	Iteration 44Q: 3 clusters Score -366612.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -366612.156250 Penalty: 2594.396240
	Iteration 45Q: 3 clusters Score -366612.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -366613.531250 Penalty: 2594.396240
	Iteration 46Q: 3 clusters Score -366613.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -366613.156250 Penalty: 2594.396240
	Iteration 47Q: 3 clusters Score -366613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -366614.843750 Penalty: 2594.396240
	Iteration 48Q: 3 clusters Score -366614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -366614.375000 Penalty: 2594.396240
	Iteration 49Q: 3 clusters Score -366614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -366615.062500 Penalty: 2594.396240
	Iteration 50Q: 3 clusters Score -366615.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -366615.531250 Penalty: 2594.396240
	Iteration 51Q: 3 clusters Score -366615.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -366615.531250 Penalty: 2594.396240
	Iteration 52F: 3 clusters Score -366615.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -95875.468750 Penalty: 1082.759033
	Iteration 0F: 2 clusters Score -95875.47 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 381 members 
Entering Unmasked Estep 
Score: -94599.179688 Penalty: 2165.518066
	Iteration 0F: 3 clusters Score -94599.18 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -94788.375000 Penalty: 2165.518066
	Iteration 1F: 3 clusters Score -94788.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -94836.710938 Penalty: 2165.518066
	Iteration 2F: 3 clusters Score -94836.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -94863.226562 Penalty: 2165.518066
	Iteration 3Q: 3 clusters Score -94863.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -94887.187500 Penalty: 2165.518066
	Iteration 4Q: 3 clusters Score -94887.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -94895.617188 Penalty: 2165.518066
	Iteration 5Q: 3 clusters Score -94895.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -94903.257812 Penalty: 2165.518066
	Iteration 6Q: 3 clusters Score -94903.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -94907.359375 Penalty: 2165.518066
	Iteration 7Q: 3 clusters Score -94907.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -94909.781250 Penalty: 2165.518066
	Iteration 8Q: 3 clusters Score -94909.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -94910.320312 Penalty: 2165.518066
	Iteration 9Q: 3 clusters Score -94910.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -94910.609375 Penalty: 2165.518066
	Iteration 10Q: 3 clusters Score -94910.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -94910.609375 Penalty: 2165.518066
	Iteration 11F: 3 clusters Score -94910.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56104.304688 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56104.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55157.699219 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55157.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55259.503906 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55259.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55278.210938 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55278.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -55285.296875 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55285.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55291.136719 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55291.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55291.136719 Penalty: 1890.561035
	Iteration 5F: 3 clusters Score -55291.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Entering Unmasked Estep 
Score: -2819349.500000 Penalty: 1633.875732
	Iteration 0F: 2 clusters Score -2819350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2803566.750000 Penalty: 3267.751465
	Iteration 0F: 3 clusters Score -2803567 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2809520.750000 Penalty: 3267.751465
	Iteration 1F: 3 clusters Score -2809521 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2809998.000000 Penalty: 3267.751465
	Iteration 2Q: 3 clusters Score -2809998 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2810658.000000 Penalty: 3267.751465
	Iteration 3F: 3 clusters Score -2810658 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2811658.500000 Penalty: 3267.751465
	Iteration 4F: 3 clusters Score -2811658 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2813130.250000 Penalty: 3267.751465
	Iteration 5F: 3 clusters Score -2813130 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2814904.250000 Penalty: 3267.751465
	Iteration 6F: 3 clusters Score -2814904 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2816416.500000 Penalty: 3267.751465
	Iteration 7F: 3 clusters Score -2816416 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2817302.250000 Penalty: 3267.751465
	Iteration 8Q: 3 clusters Score -2817302 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2817633.000000 Penalty: 3267.751465
	Iteration 9Q: 3 clusters Score -2817633 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -2817790.750000 Penalty: 3267.751465
	Iteration 10Q: 3 clusters Score -2817791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2817844.500000 Penalty: 3267.751465
	Iteration 11Q: 3 clusters Score -2817844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2817884.250000 Penalty: 3267.751465
	Iteration 12Q: 3 clusters Score -2817884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -2817912.750000 Penalty: 3267.751465
	Iteration 13Q: 3 clusters Score -2817913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -2817915.750000 Penalty: 3267.751465
	Iteration 14Q: 3 clusters Score -2817916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -2817922.000000 Penalty: 3267.751465
	Iteration 15Q: 3 clusters Score -2817922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -2817924.250000 Penalty: 3267.751465
	Iteration 16Q: 3 clusters Score -2817924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -2817925.250000 Penalty: 3267.751465
	Iteration 17Q: 3 clusters Score -2817925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -2817925.250000 Penalty: 3267.751465
	Iteration 18F: 3 clusters Score -2817925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (79288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Entering Unmasked Estep 
Score: -9817175.000000 Penalty: 1833.136841
	Iteration 0F: 2 clusters Score -9817175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -9765830.000000 Penalty: 3666.273682
	Iteration 0F: 3 clusters Score -9765830 nChanged 37604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -9787213.000000 Penalty: 3666.273682
	Iteration 1F: 3 clusters Score -9787213 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -9787550.000000 Penalty: 3666.273682
	Iteration 2Q: 3 clusters Score -9787550 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -9787906.000000 Penalty: 3666.273682
	Iteration 3Q: 3 clusters Score -9787906 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -9788308.000000 Penalty: 3666.273682
	Iteration 4Q: 3 clusters Score -9788308 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -9788896.000000 Penalty: 3666.273682
	Iteration 5Q: 3 clusters Score -9788896 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -9789842.000000 Penalty: 3666.273682
	Iteration 6Q: 3 clusters Score -9789842 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -9791549.000000 Penalty: 3666.273682
	Iteration 7Q: 3 clusters Score -9791549 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -9794453.000000 Penalty: 3666.273682
	Iteration 8F: 3 clusters Score -9794453 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -9798483.000000 Penalty: 3666.273682
	Iteration 9F: 3 clusters Score -9798483 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
Score: -9802984.000000 Penalty: 3666.273682
	Iteration 10F: 3 clusters Score -9802984 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 65996 members 
Entering Unmasked Estep 
Score: -9806520.000000 Penalty: 3666.273682
	Iteration 11F: 3 clusters Score -9806520 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -9808791.000000 Penalty: 3666.273682
	Iteration 12Q: 3 clusters Score -9808791 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 69725 members 
Entering Unmasked Estep 
Score: -9810129.000000 Penalty: 3666.273682
	Iteration 13Q: 3 clusters Score -9810129 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 70844 members 
Entering Unmasked Estep 
Score: -9810850.000000 Penalty: 3666.273682
	Iteration 14Q: 3 clusters Score -9810850 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 71770 members 
Entering Unmasked Estep 
Score: -9811350.000000 Penalty: 3666.273682
	Iteration 15Q: 3 clusters Score -9811350 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
Score: -9811744.000000 Penalty: 3666.273682
	Iteration 16Q: 3 clusters Score -9811744 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -9812184.000000 Penalty: 3666.273682
	Iteration 17Q: 3 clusters Score -9812184 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 74026 members 
Entering Unmasked Estep 
Score: -9812529.000000 Penalty: 3666.273682
	Iteration 18Q: 3 clusters Score -9812529 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 74660 members 
Entering Unmasked Estep 
Score: -9812907.000000 Penalty: 3666.273682
	Iteration 19Q: 3 clusters Score -9812907 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 75260 members 
Entering Unmasked Estep 
Score: -9813254.000000 Penalty: 3666.273682
	Iteration 20F: 3 clusters Score -9813254 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 75806 members 
Entering Unmasked Estep 
Score: -9813570.000000 Penalty: 3666.273682
	Iteration 21Q: 3 clusters Score -9813570 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -9813884.000000 Penalty: 3666.273682
	Iteration 22Q: 3 clusters Score -9813884 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
Score: -9814177.000000 Penalty: 3666.273682
	Iteration 23Q: 3 clusters Score -9814177 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 77053 members 
Entering Unmasked Estep 
Score: -9814383.000000 Penalty: 3666.273682
	Iteration 24Q: 3 clusters Score -9814383 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 77346 members 
Entering Unmasked Estep 
Score: -9814579.000000 Penalty: 3666.273682
	Iteration 25Q: 3 clusters Score -9814579 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 77590 members 
Entering Unmasked Estep 
Score: -9814742.000000 Penalty: 3666.273682
	Iteration 26Q: 3 clusters Score -9814742 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 77789 members 
Entering Unmasked Estep 
Score: -9814859.000000 Penalty: 3666.273682
	Iteration 27Q: 3 clusters Score -9814859 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 77953 members 
Entering Unmasked Estep 
Score: -9814996.000000 Penalty: 3666.273682
	Iteration 28Q: 3 clusters Score -9814996 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 78087 members 
Entering Unmasked Estep 
Score: -9815068.000000 Penalty: 3666.273682
	Iteration 29Q: 3 clusters Score -9815068 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -9815158.000000 Penalty: 3666.273682
	Iteration 30Q: 3 clusters Score -9815158 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 78293 members 
Entering Unmasked Estep 
Score: -9815229.000000 Penalty: 3666.273682
	Iteration 31Q: 3 clusters Score -9815229 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 78361 members 
Entering Unmasked Estep 
Score: -9815286.000000 Penalty: 3666.273682
	Iteration 32Q: 3 clusters Score -9815286 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 78418 members 
Entering Unmasked Estep 
Score: -9815337.000000 Penalty: 3666.273682
	Iteration 33Q: 3 clusters Score -9815337 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 78472 members 
Entering Unmasked Estep 
Score: -9815390.000000 Penalty: 3666.273682
	Iteration 34Q: 3 clusters Score -9815390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -9815409.000000 Penalty: 3666.273682
	Iteration 35Q: 3 clusters Score -9815409 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -9815429.000000 Penalty: 3666.273682
	Iteration 36Q: 3 clusters Score -9815429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -9815465.000000 Penalty: 3666.273682
	Iteration 37Q: 3 clusters Score -9815465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -9815478.000000 Penalty: 3666.273682
	Iteration 38Q: 3 clusters Score -9815478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -9815490.000000 Penalty: 3666.273682
	Iteration 39Q: 3 clusters Score -9815490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 78654 members 
Entering Unmasked Estep 
Score: -9815508.000000 Penalty: 3666.273682
	Iteration 40F: 3 clusters Score -9815508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 78666 members 
Entering Unmasked Estep 
Score: -9815528.000000 Penalty: 3666.273682
	Iteration 41Q: 3 clusters Score -9815528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 78673 members 
Entering Unmasked Estep 
Score: -9815530.000000 Penalty: 3666.273682
	Iteration 42Q: 3 clusters Score -9815530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
Score: -9815536.000000 Penalty: 3666.273682
	Iteration 43Q: 3 clusters Score -9815536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 78691 members 
Entering Unmasked Estep 
Score: -9815530.000000 Penalty: 3666.273682
	Iteration 44Q: 3 clusters Score -9815530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 78695 members 
Entering Unmasked Estep 
Score: -9815548.000000 Penalty: 3666.273682
	Iteration 45Q: 3 clusters Score -9815548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 78697 members 
Entering Unmasked Estep 
Score: -9815552.000000 Penalty: 3666.273682
	Iteration 46Q: 3 clusters Score -9815552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -9815554.000000 Penalty: 3666.273682
	Iteration 47Q: 3 clusters Score -9815554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 78703 members 
Entering Unmasked Estep 
Score: -9815552.000000 Penalty: 3666.273682
	Iteration 48Q: 3 clusters Score -9815552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 78705 members 
Entering Unmasked Estep 
Score: -9815554.000000 Penalty: 3666.273682
	Iteration 49Q: 3 clusters Score -9815554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 78705 members 
Entering Unmasked Estep 
Score: -9815554.000000 Penalty: 3666.273682
	Iteration 50F: 3 clusters Score -9815554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -300635.000000 Penalty: 1266.859497
	Iteration 0F: 2 clusters Score -300635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -298249.187500 Penalty: 2533.718994
	Iteration 0F: 3 clusters Score -298249.2 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -298745.562500 Penalty: 2533.718994
	Iteration 1F: 3 clusters Score -298745.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -298855.281250 Penalty: 2533.718994
	Iteration 2F: 3 clusters Score -298855.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -298925.000000 Penalty: 2533.718994
	Iteration 3Q: 3 clusters Score -298925 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -298977.062500 Penalty: 2533.718994
	Iteration 4Q: 3 clusters Score -298977.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -299015.375000 Penalty: 2533.718994
	Iteration 5Q: 3 clusters Score -299015.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -299043.218750 Penalty: 2533.718994
	Iteration 6Q: 3 clusters Score -299043.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -299067.718750 Penalty: 2533.718994
	Iteration 7Q: 3 clusters Score -299067.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -299086.531250 Penalty: 2533.718994
	Iteration 8Q: 3 clusters Score -299086.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -299103.156250 Penalty: 2533.718994
	Iteration 9Q: 3 clusters Score -299103.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -299116.218750 Penalty: 2533.718994
	Iteration 10Q: 3 clusters Score -299116.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -299129.750000 Penalty: 2533.718994
	Iteration 11Q: 3 clusters Score -299129.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -299138.187500 Penalty: 2533.718994
	Iteration 12Q: 3 clusters Score -299138.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -299145.906250 Penalty: 2533.718994
	Iteration 13Q: 3 clusters Score -299145.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -299150.718750 Penalty: 2533.718994
	Iteration 14Q: 3 clusters Score -299150.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -299153.406250 Penalty: 2533.718994
	Iteration 15Q: 3 clusters Score -299153.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -299155.031250 Penalty: 2533.718994
	Iteration 16Q: 3 clusters Score -299155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -299158.281250 Penalty: 2533.718994
	Iteration 17Q: 3 clusters Score -299158.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -299160.843750 Penalty: 2533.718994
	Iteration 18Q: 3 clusters Score -299160.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -299163.718750 Penalty: 2533.718994
	Iteration 19Q: 3 clusters Score -299163.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -299167.093750 Penalty: 2533.718994
	Iteration 20F: 3 clusters Score -299167.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -299169.062500 Penalty: 2533.718994
	Iteration 21Q: 3 clusters Score -299169.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -299171.062500 Penalty: 2533.718994
	Iteration 22Q: 3 clusters Score -299171.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -299172.593750 Penalty: 2533.718994
	Iteration 23Q: 3 clusters Score -299172.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -299173.125000 Penalty: 2533.718994
	Iteration 24Q: 3 clusters Score -299173.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -299173.843750 Penalty: 2533.718994
	Iteration 25Q: 3 clusters Score -299173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -299174.687500 Penalty: 2533.718994
	Iteration 26Q: 3 clusters Score -299174.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -299175.593750 Penalty: 2533.718994
	Iteration 27Q: 3 clusters Score -299175.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -299176.937500 Penalty: 2533.718994
	Iteration 28Q: 3 clusters Score -299176.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -299176.937500 Penalty: 2533.718994
	Iteration 29F: 3 clusters Score -299176.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Entering Unmasked Estep 
Score: -559733.750000 Penalty: 1363.897583
	Iteration 0F: 2 clusters Score -559733.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -556105.062500 Penalty: 2727.795166
	Iteration 0F: 3 clusters Score -556105.1 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -557073.687500 Penalty: 2727.795166
	Iteration 1F: 3 clusters Score -557073.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -557212.687500 Penalty: 2727.795166
	Iteration 2F: 3 clusters Score -557212.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -557303.000000 Penalty: 2727.795166
	Iteration 3Q: 3 clusters Score -557303 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -557359.312500 Penalty: 2727.795166
	Iteration 4Q: 3 clusters Score -557359.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -557397.500000 Penalty: 2727.795166
	Iteration 5Q: 3 clusters Score -557397.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -557424.000000 Penalty: 2727.795166
	Iteration 6Q: 3 clusters Score -557424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -557439.500000 Penalty: 2727.795166
	Iteration 7Q: 3 clusters Score -557439.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -557456.875000 Penalty: 2727.795166
	Iteration 8Q: 3 clusters Score -557456.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -557475.500000 Penalty: 2727.795166
	Iteration 9Q: 3 clusters Score -557475.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -557497.562500 Penalty: 2727.795166
	Iteration 10Q: 3 clusters Score -557497.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -557525.687500 Penalty: 2727.795166
	Iteration 11Q: 3 clusters Score -557525.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -557558.125000 Penalty: 2727.795166
	Iteration 12Q: 3 clusters Score -557558.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -557593.375000 Penalty: 2727.795166
	Iteration 13Q: 3 clusters Score -557593.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -557631.375000 Penalty: 2727.795166
	Iteration 14Q: 3 clusters Score -557631.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -557671.375000 Penalty: 2727.795166
	Iteration 15Q: 3 clusters Score -557671.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -557712.937500 Penalty: 2727.795166
	Iteration 16Q: 3 clusters Score -557712.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -557756.062500 Penalty: 2727.795166
	Iteration 17Q: 3 clusters Score -557756.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -557805.500000 Penalty: 2727.795166
	Iteration 18Q: 3 clusters Score -557805.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -557862.687500 Penalty: 2727.795166
	Iteration 19Q: 3 clusters Score -557862.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -557923.687500 Penalty: 2727.795166
	Iteration 20F: 3 clusters Score -557923.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -557982.312500 Penalty: 2727.795166
	Iteration 21Q: 3 clusters Score -557982.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -558036.875000 Penalty: 2727.795166
	Iteration 22Q: 3 clusters Score -558036.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -558107.625000 Penalty: 2727.795166
	Iteration 23Q: 3 clusters Score -558107.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -558168.375000 Penalty: 2727.795166
	Iteration 24Q: 3 clusters Score -558168.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -558222.312500 Penalty: 2727.795166
	Iteration 25Q: 3 clusters Score -558222.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -558271.187500 Penalty: 2727.795166
	Iteration 26Q: 3 clusters Score -558271.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -558311.437500 Penalty: 2727.795166
	Iteration 27Q: 3 clusters Score -558311.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -558347.187500 Penalty: 2727.795166
	Iteration 28Q: 3 clusters Score -558347.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -558377.937500 Penalty: 2727.795166
	Iteration 29Q: 3 clusters Score -558377.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -558403.500000 Penalty: 2727.795166
	Iteration 30Q: 3 clusters Score -558403.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -558435.937500 Penalty: 2727.795166
	Iteration 31Q: 3 clusters Score -558435.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -558457.187500 Penalty: 2727.795166
	Iteration 32Q: 3 clusters Score -558457.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -558470.312500 Penalty: 2727.795166
	Iteration 33Q: 3 clusters Score -558470.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -558481.000000 Penalty: 2727.795166
	Iteration 34Q: 3 clusters Score -558481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -558488.000000 Penalty: 2727.795166
	Iteration 35Q: 3 clusters Score -558488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -558496.000000 Penalty: 2727.795166
	Iteration 36Q: 3 clusters Score -558496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -558498.750000 Penalty: 2727.795166
	Iteration 37Q: 3 clusters Score -558498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -558506.937500 Penalty: 2727.795166
	Iteration 38Q: 3 clusters Score -558506.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -558510.437500 Penalty: 2727.795166
	Iteration 39Q: 3 clusters Score -558510.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -558512.750000 Penalty: 2727.795166
	Iteration 40F: 3 clusters Score -558512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -558517.250000 Penalty: 2727.795166
	Iteration 41Q: 3 clusters Score -558517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -558522.375000 Penalty: 2727.795166
	Iteration 42Q: 3 clusters Score -558522.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -558524.625000 Penalty: 2727.795166
	Iteration 43Q: 3 clusters Score -558524.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -558527.000000 Penalty: 2727.795166
	Iteration 44Q: 3 clusters Score -558527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -558527.000000 Penalty: 2727.795166
	Iteration 45F: 3 clusters Score -558527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58720 members 
Mstep: Class 3 contains 61544 members 
Mstep: Class 4 contains 45969 members 
Mstep: Class 5 contains 42404 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 89676 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79750 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23263 members 
Mstep: Class 22 contains 79288 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578864.000000 Penalty: 39018.101562
Iteration 439Q: 19 clusters Score -7.557886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58722 members 
Mstep: Class 3 contains 61545 members 
Mstep: Class 4 contains 45972 members 
Mstep: Class 5 contains 42403 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 89676 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 70685 members 
Mstep: Class 13 contains 79751 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23263 members 
Mstep: Class 22 contains 79284 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578856.000000 Penalty: 39018.101562
Iteration 440F: 19 clusters Score -7.557886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58722 members 
Mstep: Class 3 contains 61543 members 
Mstep: Class 4 contains 45974 members 
Mstep: Class 5 contains 42406 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 89676 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 70685 members 
Mstep: Class 13 contains 79751 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23261 members 
Mstep: Class 22 contains 79282 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578880.000000 Penalty: 39018.101562
Iteration 441Q: 19 clusters Score -7.557888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58724 members 
Mstep: Class 3 contains 61541 members 
Mstep: Class 4 contains 45975 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 89673 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 70686 members 
Mstep: Class 13 contains 79750 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79285 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578896.000000 Penalty: 39018.101562
Iteration 442Q: 19 clusters Score -7.55789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58724 members 
Mstep: Class 3 contains 61542 members 
Mstep: Class 4 contains 45977 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89673 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 70686 members 
Mstep: Class 13 contains 79749 members 
Mstep: Class 14 contains 4537 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79284 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578920.000000 Penalty: 39018.101562
Iteration 443Q: 19 clusters Score -7.557892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58722 members 
Mstep: Class 3 contains 61542 members 
Mstep: Class 4 contains 45979 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45194 members 
Mstep: Class 8 contains 89675 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 70686 members 
Mstep: Class 13 contains 79747 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79281 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578928.000000 Penalty: 39018.101562
Iteration 444Q: 19 clusters Score -7.557893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58722 members 
Mstep: Class 3 contains 61540 members 
Mstep: Class 4 contains 45981 members 
Mstep: Class 5 contains 42406 members 
Mstep: Class 7 contains 45197 members 
Mstep: Class 8 contains 89675 members 
Mstep: Class 9 contains 7353 members 
Mstep: Class 10 contains 70686 members 
Mstep: Class 13 contains 79747 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23255 members 
Mstep: Class 22 contains 79283 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578928.000000 Penalty: 39018.101562
Iteration 445Q: 19 clusters Score -7.557893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58724 members 
Mstep: Class 3 contains 61538 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42406 members 
Mstep: Class 7 contains 45199 members 
Mstep: Class 8 contains 89676 members 
Mstep: Class 9 contains 7351 members 
Mstep: Class 10 contains 70687 members 
Mstep: Class 13 contains 79747 members 
Mstep: Class 14 contains 4538 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23256 members 
Mstep: Class 22 contains 79281 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578960.000000 Penalty: 39018.101562
Iteration 446Q: 19 clusters Score -7.557896e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58725 members 
Mstep: Class 3 contains 61539 members 
Mstep: Class 4 contains 45978 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45203 members 
Mstep: Class 8 contains 89672 members 
Mstep: Class 9 contains 7351 members 
Mstep: Class 10 contains 70688 members 
Mstep: Class 13 contains 79748 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23255 members 
Mstep: Class 22 contains 79278 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578952.000000 Penalty: 39018.101562
Iteration 447Q: 19 clusters Score -7.557895e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58725 members 
Mstep: Class 3 contains 61541 members 
Mstep: Class 4 contains 45981 members 
Mstep: Class 5 contains 42408 members 
Mstep: Class 7 contains 45203 members 
Mstep: Class 8 contains 89675 members 
Mstep: Class 9 contains 7351 members 
Mstep: Class 10 contains 70688 members 
Mstep: Class 13 contains 79750 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23255 members 
Mstep: Class 22 contains 79267 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578928.000000 Penalty: 39018.101562
Iteration 448Q: 19 clusters Score -7.557893e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58725 members 
Mstep: Class 3 contains 61540 members 
Mstep: Class 4 contains 45981 members 
Mstep: Class 5 contains 42408 members 
Mstep: Class 7 contains 45202 members 
Mstep: Class 8 contains 89674 members 
Mstep: Class 9 contains 7351 members 
Mstep: Class 10 contains 70690 members 
Mstep: Class 13 contains 79748 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23255 members 
Mstep: Class 22 contains 79270 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578920.000000 Penalty: 39018.101562
Iteration 449Q: 19 clusters Score -7.557892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58727 members 
Mstep: Class 3 contains 61546 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45202 members 
Mstep: Class 8 contains 89676 members 
Mstep: Class 9 contains 7351 members 
Mstep: Class 10 contains 70689 members 
Mstep: Class 13 contains 79745 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23255 members 
Mstep: Class 22 contains 79266 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578872.000000 Penalty: 39018.101562
Iteration 450Q: 19 clusters Score -7.557887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58727 members 
Mstep: Class 3 contains 61550 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45201 members 
Mstep: Class 8 contains 89675 members 
Mstep: Class 9 contains 7351 members 
Mstep: Class 10 contains 70688 members 
Mstep: Class 13 contains 79743 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23254 members 
Mstep: Class 22 contains 79268 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578880.000000 Penalty: 39018.101562
Iteration 451Q: 19 clusters Score -7.557888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58729 members 
Mstep: Class 3 contains 61550 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45201 members 
Mstep: Class 8 contains 89673 members 
Mstep: Class 9 contains 7351 members 
Mstep: Class 10 contains 70688 members 
Mstep: Class 13 contains 79744 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23254 members 
Mstep: Class 22 contains 79267 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578872.000000 Penalty: 39018.101562
Iteration 452Q: 19 clusters Score -7.557887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58728 members 
Mstep: Class 3 contains 61556 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45202 members 
Mstep: Class 8 contains 89670 members 
Mstep: Class 9 contains 7351 members 
Mstep: Class 10 contains 70687 members 
Mstep: Class 13 contains 79744 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23255 members 
Mstep: Class 22 contains 79265 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578856.000000 Penalty: 39018.101562
Iteration 453Q: 19 clusters Score -7.557886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58728 members 
Mstep: Class 3 contains 61561 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45202 members 
Mstep: Class 8 contains 89667 members 
Mstep: Class 9 contains 7351 members 
Mstep: Class 10 contains 70685 members 
Mstep: Class 13 contains 79745 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23256 members 
Mstep: Class 22 contains 79264 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578848.000000 Penalty: 39018.101562
Iteration 454Q: 19 clusters Score -7.557885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58729 members 
Mstep: Class 3 contains 61564 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42407 members 
Mstep: Class 7 contains 45202 members 
Mstep: Class 8 contains 89668 members 
Mstep: Class 9 contains 7351 members 
Mstep: Class 10 contains 70683 members 
Mstep: Class 13 contains 79745 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23256 members 
Mstep: Class 22 contains 79261 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578848.000000 Penalty: 39018.101562
Iteration 455Q: 19 clusters Score -7.557885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58731 members 
Mstep: Class 3 contains 61565 members 
Mstep: Class 4 contains 45979 members 
Mstep: Class 5 contains 42409 members 
Mstep: Class 7 contains 45203 members 
Mstep: Class 8 contains 89668 members 
Mstep: Class 9 contains 7351 members 
Mstep: Class 10 contains 70683 members 
Mstep: Class 13 contains 79745 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23258 members 
Mstep: Class 22 contains 79255 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578880.000000 Penalty: 39018.101562
Iteration 456Q: 19 clusters Score -7.557888e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58732 members 
Mstep: Class 3 contains 61569 members 
Mstep: Class 4 contains 45979 members 
Mstep: Class 5 contains 42409 members 
Mstep: Class 7 contains 45204 members 
Mstep: Class 8 contains 89668 members 
Mstep: Class 9 contains 7350 members 
Mstep: Class 10 contains 70683 members 
Mstep: Class 13 contains 79744 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79251 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578848.000000 Penalty: 39018.101562
Iteration 457Q: 19 clusters Score -7.557885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58733 members 
Mstep: Class 3 contains 61570 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42410 members 
Mstep: Class 7 contains 45205 members 
Mstep: Class 8 contains 89668 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79744 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79248 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578840.000000 Penalty: 39018.101562
Iteration 458Q: 19 clusters Score -7.557884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58734 members 
Mstep: Class 3 contains 61570 members 
Mstep: Class 4 contains 45981 members 
Mstep: Class 5 contains 42410 members 
Mstep: Class 7 contains 45205 members 
Mstep: Class 8 contains 89667 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70682 members 
Mstep: Class 13 contains 79745 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79249 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578832.000000 Penalty: 39018.101562
Iteration 459Q: 19 clusters Score -7.557883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58734 members 
Mstep: Class 3 contains 61571 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42410 members 
Mstep: Class 7 contains 45205 members 
Mstep: Class 8 contains 89665 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70682 members 
Mstep: Class 13 contains 79745 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79251 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578872.000000 Penalty: 39018.101562
Iteration 460F: 19 clusters Score -7.557887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58735 members 
Mstep: Class 3 contains 61572 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42410 members 
Mstep: Class 7 contains 45205 members 
Mstep: Class 8 contains 89662 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70682 members 
Mstep: Class 13 contains 79743 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79251 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578864.000000 Penalty: 39018.101562
Iteration 461Q: 19 clusters Score -7.557886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58736 members 
Mstep: Class 3 contains 61572 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42410 members 
Mstep: Class 7 contains 45205 members 
Mstep: Class 8 contains 89661 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70681 members 
Mstep: Class 13 contains 79741 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79250 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578888.000000 Penalty: 39018.101562
Iteration 462Q: 19 clusters Score -7.557889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58736 members 
Mstep: Class 3 contains 61572 members 
Mstep: Class 4 contains 45979 members 
Mstep: Class 5 contains 42410 members 
Mstep: Class 7 contains 45203 members 
Mstep: Class 8 contains 89661 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70682 members 
Mstep: Class 13 contains 79742 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79251 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578872.000000 Penalty: 39018.101562
Iteration 463Q: 19 clusters Score -7.557887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58736 members 
Mstep: Class 3 contains 61572 members 
Mstep: Class 4 contains 45978 members 
Mstep: Class 5 contains 42410 members 
Mstep: Class 7 contains 45204 members 
Mstep: Class 8 contains 89661 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70682 members 
Mstep: Class 13 contains 79740 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79253 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578896.000000 Penalty: 39018.101562
Iteration 464Q: 19 clusters Score -7.55789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58737 members 
Mstep: Class 3 contains 61572 members 
Mstep: Class 4 contains 45979 members 
Mstep: Class 5 contains 42411 members 
Mstep: Class 7 contains 45204 members 
Mstep: Class 8 contains 89664 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70683 members 
Mstep: Class 13 contains 79737 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79254 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578888.000000 Penalty: 39018.101562
Iteration 465Q: 19 clusters Score -7.557889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58737 members 
Mstep: Class 3 contains 61572 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42411 members 
Mstep: Class 7 contains 45204 members 
Mstep: Class 8 contains 89666 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70683 members 
Mstep: Class 13 contains 79736 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79253 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578872.000000 Penalty: 39018.101562
Iteration 466Q: 19 clusters Score -7.557887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58738 members 
Mstep: Class 3 contains 61572 members 
Mstep: Class 4 contains 45979 members 
Mstep: Class 5 contains 42411 members 
Mstep: Class 7 contains 45204 members 
Mstep: Class 8 contains 89665 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79737 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79254 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578872.000000 Penalty: 39018.101562
Iteration 467Q: 19 clusters Score -7.557887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58741 members 
Mstep: Class 3 contains 61572 members 
Mstep: Class 4 contains 45978 members 
Mstep: Class 5 contains 42411 members 
Mstep: Class 7 contains 45203 members 
Mstep: Class 8 contains 89666 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79736 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79255 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578864.000000 Penalty: 39018.101562
Iteration 468Q: 19 clusters Score -7.557886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58741 members 
Mstep: Class 3 contains 61572 members 
Mstep: Class 4 contains 45979 members 
Mstep: Class 5 contains 42411 members 
Mstep: Class 7 contains 45203 members 
Mstep: Class 8 contains 89668 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79735 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79258 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578840.000000 Penalty: 39018.101562
Iteration 469Q: 19 clusters Score -7.557884e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58742 members 
Mstep: Class 3 contains 61571 members 
Mstep: Class 4 contains 45979 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 7 contains 45201 members 
Mstep: Class 8 contains 89674 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79734 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79261 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578880.000000 Penalty: 39018.101562
Iteration 470Q: 19 clusters Score -7.557888e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58743 members 
Mstep: Class 3 contains 61570 members 
Mstep: Class 4 contains 45979 members 
Mstep: Class 5 contains 42413 members 
Mstep: Class 7 contains 45200 members 
Mstep: Class 8 contains 89679 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70685 members 
Mstep: Class 13 contains 79732 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23258 members 
Mstep: Class 22 contains 79262 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578832.000000 Penalty: 39018.101562
Iteration 471Q: 19 clusters Score -7.557883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58745 members 
Mstep: Class 3 contains 61570 members 
Mstep: Class 4 contains 45979 members 
Mstep: Class 5 contains 42413 members 
Mstep: Class 7 contains 45197 members 
Mstep: Class 8 contains 89678 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70685 members 
Mstep: Class 13 contains 79733 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23258 members 
Mstep: Class 22 contains 79265 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578816.000000 Penalty: 39018.101562
Iteration 472Q: 19 clusters Score -7.557882e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58746 members 
Mstep: Class 3 contains 61568 members 
Mstep: Class 4 contains 45979 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 7 contains 45195 members 
Mstep: Class 8 contains 89677 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79731 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23258 members 
Mstep: Class 22 contains 79275 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578832.000000 Penalty: 39018.101562
Iteration 473Q: 19 clusters Score -7.557883e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58748 members 
Mstep: Class 3 contains 61567 members 
Mstep: Class 4 contains 45978 members 
Mstep: Class 5 contains 42411 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89676 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70683 members 
Mstep: Class 13 contains 79731 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23257 members 
Mstep: Class 22 contains 79283 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578840.000000 Penalty: 39018.101562
Iteration 474Q: 19 clusters Score -7.557884e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58747 members 
Mstep: Class 3 contains 61567 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42411 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 89675 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70683 members 
Mstep: Class 13 contains 79730 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23256 members 
Mstep: Class 22 contains 79287 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578808.000000 Penalty: 39018.101562
Iteration 475Q: 19 clusters Score -7.557881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58750 members 
Mstep: Class 3 contains 61568 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42411 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 89674 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70683 members 
Mstep: Class 13 contains 79732 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23255 members 
Mstep: Class 22 contains 79285 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578808.000000 Penalty: 39018.101562
Iteration 476Q: 19 clusters Score -7.557881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58751 members 
Mstep: Class 3 contains 61567 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42409 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 89676 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70682 members 
Mstep: Class 13 contains 79734 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23256 members 
Mstep: Class 22 contains 79283 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578776.000000 Penalty: 39018.101562
Iteration 477Q: 19 clusters Score -7.557878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58753 members 
Mstep: Class 3 contains 61567 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42409 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 89678 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70682 members 
Mstep: Class 13 contains 79734 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23256 members 
Mstep: Class 22 contains 79279 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578816.000000 Penalty: 39018.101562
Iteration 478Q: 19 clusters Score -7.557882e+07 nChanged 8
Entering ConstructFrom: 
Score: -75578816.000000 Penalty: 39018.101562
Entering ConstructFrom: 
Trying to split cluster 1 (1978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Entering Unmasked Estep 
Score: -223925.953125 Penalty: 1233.349243
	Iteration 0F: 2 clusters Score -223926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -221920.406250 Penalty: 2466.698486
	Iteration 0F: 3 clusters Score -221920.4 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -222401.859375 Penalty: 2466.698486
	Iteration 1F: 3 clusters Score -222401.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -222547.281250 Penalty: 2466.698486
	Iteration 2F: 3 clusters Score -222547.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -222656.796875 Penalty: 2466.698486
	Iteration 3F: 3 clusters Score -222656.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -222741.906250 Penalty: 2466.698486
	Iteration 4F: 3 clusters Score -222741.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -222800.531250 Penalty: 2466.698486
	Iteration 5Q: 3 clusters Score -222800.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -222860.203125 Penalty: 2466.698486
	Iteration 6Q: 3 clusters Score -222860.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -222917.312500 Penalty: 2466.698486
	Iteration 7Q: 3 clusters Score -222917.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -222989.656250 Penalty: 2466.698486
	Iteration 8Q: 3 clusters Score -222989.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -223080.578125 Penalty: 2466.698486
	Iteration 9Q: 3 clusters Score -223080.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -223196.890625 Penalty: 2466.698486
	Iteration 10Q: 3 clusters Score -223196.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -223285.062500 Penalty: 2466.698486
	Iteration 11Q: 3 clusters Score -223285.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -223378.640625 Penalty: 2466.698486
	Iteration 12Q: 3 clusters Score -223378.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -223464.296875 Penalty: 2466.698486
	Iteration 13Q: 3 clusters Score -223464.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -223499.125000 Penalty: 2466.698486
	Iteration 14Q: 3 clusters Score -223499.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -223520.562500 Penalty: 2466.698486
	Iteration 15Q: 3 clusters Score -223520.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -223532.015625 Penalty: 2466.698486
	Iteration 16Q: 3 clusters Score -223532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -223535.078125 Penalty: 2466.698486
	Iteration 17Q: 3 clusters Score -223535.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -223538.281250 Penalty: 2466.698486
	Iteration 18Q: 3 clusters Score -223538.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -223541.109375 Penalty: 2466.698486
	Iteration 19Q: 3 clusters Score -223541.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -223544.531250 Penalty: 2466.698486
	Iteration 20F: 3 clusters Score -223544.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -223550.375000 Penalty: 2466.698486
	Iteration 21Q: 3 clusters Score -223550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -223554.109375 Penalty: 2466.698486
	Iteration 22Q: 3 clusters Score -223554.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -223555.640625 Penalty: 2466.698486
	Iteration 23Q: 3 clusters Score -223555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -223555.640625 Penalty: 2466.698486
	Iteration 24F: 3 clusters Score -223555.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (58753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Entering Unmasked Estep 
Score: -7314454.500000 Penalty: 1784.428345
	Iteration 0F: 2 clusters Score -7314454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -7275310.500000 Penalty: 3568.856689
	Iteration 0F: 3 clusters Score -7275310 nChanged 27676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -7291053.500000 Penalty: 3568.856689
	Iteration 1F: 3 clusters Score -7291054 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -7291562.500000 Penalty: 3568.856689
	Iteration 2Q: 3 clusters Score -7291562 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -7292191.000000 Penalty: 3568.856689
	Iteration 3Q: 3 clusters Score -7292191 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -7293172.000000 Penalty: 3568.856689
	Iteration 4Q: 3 clusters Score -7293172 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -7294947.500000 Penalty: 3568.856689
	Iteration 5F: 3 clusters Score -7294948 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -7297758.000000 Penalty: 3568.856689
	Iteration 6F: 3 clusters Score -7297758 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -7301899.500000 Penalty: 3568.856689
	Iteration 7F: 3 clusters Score -7301900 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -7306010.500000 Penalty: 3568.856689
	Iteration 8F: 3 clusters Score -7306010 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -7308865.000000 Penalty: 3568.856689
	Iteration 9F: 3 clusters Score -7308865 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -7310382.000000 Penalty: 3568.856689
	Iteration 10Q: 3 clusters Score -7310382 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -7311145.500000 Penalty: 3568.856689
	Iteration 11Q: 3 clusters Score -7311146 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -7311616.000000 Penalty: 3568.856689
	Iteration 12Q: 3 clusters Score -7311616 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -7311979.000000 Penalty: 3568.856689
	Iteration 13Q: 3 clusters Score -7311979 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
Score: -7312198.500000 Penalty: 3568.856689
	Iteration 14Q: 3 clusters Score -7312198 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -7312377.500000 Penalty: 3568.856689
	Iteration 15Q: 3 clusters Score -7312378 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -7312532.500000 Penalty: 3568.856689
	Iteration 16Q: 3 clusters Score -7312532 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -7312647.500000 Penalty: 3568.856689
	Iteration 17Q: 3 clusters Score -7312648 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
Score: -7312749.000000 Penalty: 3568.856689
	Iteration 18Q: 3 clusters Score -7312749 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -7312799.500000 Penalty: 3568.856689
	Iteration 19Q: 3 clusters Score -7312800 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -7312830.500000 Penalty: 3568.856689
	Iteration 20F: 3 clusters Score -7312830 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -7312853.500000 Penalty: 3568.856689
	Iteration 21Q: 3 clusters Score -7312854 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -7312888.000000 Penalty: 3568.856689
	Iteration 22Q: 3 clusters Score -7312888 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -7312917.500000 Penalty: 3568.856689
	Iteration 23Q: 3 clusters Score -7312918 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -7312931.000000 Penalty: 3568.856689
	Iteration 24Q: 3 clusters Score -7312931 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 57352 members 
Entering Unmasked Estep 
Score: -7312960.500000 Penalty: 3568.856689
	Iteration 25Q: 3 clusters Score -7312960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -7312968.000000 Penalty: 3568.856689
	Iteration 26Q: 3 clusters Score -7312968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -7312981.500000 Penalty: 3568.856689
	Iteration 27Q: 3 clusters Score -7312982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -7312990.500000 Penalty: 3568.856689
	Iteration 28Q: 3 clusters Score -7312990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -7312998.500000 Penalty: 3568.856689
	Iteration 29Q: 3 clusters Score -7312998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 57540 members 
Entering Unmasked Estep 
Score: -7312989.000000 Penalty: 3568.856689
	Iteration 30Q: 3 clusters Score -7312989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 57573 members 
Entering Unmasked Estep 
Score: -7313007.000000 Penalty: 3568.856689
	Iteration 31Q: 3 clusters Score -7313007 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -7313012.000000 Penalty: 3568.856689
	Iteration 32Q: 3 clusters Score -7313012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
Score: -7313019.000000 Penalty: 3568.856689
	Iteration 33Q: 3 clusters Score -7313019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -7313010.000000 Penalty: 3568.856689
	Iteration 34Q: 3 clusters Score -7313010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -7313022.000000 Penalty: 3568.856689
	Iteration 35Q: 3 clusters Score -7313022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -7313038.500000 Penalty: 3568.856689
	Iteration 36Q: 3 clusters Score -7313038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -7313041.000000 Penalty: 3568.856689
	Iteration 37Q: 3 clusters Score -7313041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -7313043.000000 Penalty: 3568.856689
	Iteration 38Q: 3 clusters Score -7313043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -7313032.500000 Penalty: 3568.856689
	Iteration 39Q: 3 clusters Score -7313032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -7313047.500000 Penalty: 3568.856689
	Iteration 40F: 3 clusters Score -7313048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -7313047.000000 Penalty: 3568.856689
	Iteration 41Q: 3 clusters Score -7313047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -7313051.000000 Penalty: 3568.856689
	Iteration 42Q: 3 clusters Score -7313051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 57818 members 
Entering Unmasked Estep 
Score: -7313058.500000 Penalty: 3568.856689
	Iteration 43Q: 3 clusters Score -7313058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -7313065.000000 Penalty: 3568.856689
	Iteration 44Q: 3 clusters Score -7313065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -7313068.000000 Penalty: 3568.856689
	Iteration 45Q: 3 clusters Score -7313068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -7313076.500000 Penalty: 3568.856689
	Iteration 46Q: 3 clusters Score -7313076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -7313078.500000 Penalty: 3568.856689
	Iteration 47Q: 3 clusters Score -7313078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -7313075.500000 Penalty: 3568.856689
	Iteration 48Q: 3 clusters Score -7313076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -7313076.500000 Penalty: 3568.856689
	Iteration 49Q: 3 clusters Score -7313076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 57886 members 
Entering Unmasked Estep 
Score: -7313074.000000 Penalty: 3568.856689
	Iteration 50Q: 3 clusters Score -7313074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 57894 members 
Entering Unmasked Estep 
Score: -7313080.000000 Penalty: 3568.856689
	Iteration 51Q: 3 clusters Score -7313080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -7313080.500000 Penalty: 3568.856689
	Iteration 52Q: 3 clusters Score -7313080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -7313085.000000 Penalty: 3568.856689
	Iteration 53Q: 3 clusters Score -7313085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -7313087.500000 Penalty: 3568.856689
	Iteration 54Q: 3 clusters Score -7313088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 57920 members 
Entering Unmasked Estep 
Score: -7313091.000000 Penalty: 3568.856689
	Iteration 55Q: 3 clusters Score -7313091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 57921 members 
Entering Unmasked Estep 
Score: -7313099.500000 Penalty: 3568.856689
	Iteration 56Q: 3 clusters Score -7313100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -7313099.000000 Penalty: 3568.856689
	Iteration 57Q: 3 clusters Score -7313099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -7313103.500000 Penalty: 3568.856689
	Iteration 58Q: 3 clusters Score -7313104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -7313099.500000 Penalty: 3568.856689
	Iteration 59Q: 3 clusters Score -7313100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -7313099.500000 Penalty: 3568.856689
	Iteration 60F: 3 clusters Score -7313100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Entering Unmasked Estep 
Score: -7666212.000000 Penalty: 1792.033447
	Iteration 0F: 2 clusters Score -7666212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -7625349.500000 Penalty: 3584.066895
	Iteration 0F: 3 clusters Score -7625350 nChanged 29135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -7642440.000000 Penalty: 3584.066895
	Iteration 1F: 3 clusters Score -7642440 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -7643553.000000 Penalty: 3584.066895
	Iteration 2Q: 3 clusters Score -7643553 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -7645027.000000 Penalty: 3584.066895
	Iteration 3F: 3 clusters Score -7645027 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -7647206.500000 Penalty: 3584.066895
	Iteration 4F: 3 clusters Score -7647206 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -7650199.000000 Penalty: 3584.066895
	Iteration 5F: 3 clusters Score -7650199 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -7654237.500000 Penalty: 3584.066895
	Iteration 6F: 3 clusters Score -7654238 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -7658171.500000 Penalty: 3584.066895
	Iteration 7F: 3 clusters Score -7658172 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -7660755.000000 Penalty: 3584.066895
	Iteration 8Q: 3 clusters Score -7660755 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -7661991.500000 Penalty: 3584.066895
	Iteration 9Q: 3 clusters Score -7661992 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -7662611.500000 Penalty: 3584.066895
	Iteration 10Q: 3 clusters Score -7662612 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -7663021.000000 Penalty: 3584.066895
	Iteration 11Q: 3 clusters Score -7663021 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -7663361.500000 Penalty: 3584.066895
	Iteration 12Q: 3 clusters Score -7663362 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -7663724.500000 Penalty: 3584.066895
	Iteration 13Q: 3 clusters Score -7663724 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 57101 members 
Entering Unmasked Estep 
Score: -7663999.500000 Penalty: 3584.066895
	Iteration 14Q: 3 clusters Score -7664000 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -7664250.000000 Penalty: 3584.066895
	Iteration 15Q: 3 clusters Score -7664250 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -7664537.000000 Penalty: 3584.066895
	Iteration 16Q: 3 clusters Score -7664537 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -7664760.000000 Penalty: 3584.066895
	Iteration 17Q: 3 clusters Score -7664760 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 59237 members 
Entering Unmasked Estep 
Score: -7664921.500000 Penalty: 3584.066895
	Iteration 18Q: 3 clusters Score -7664922 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -7665048.000000 Penalty: 3584.066895
	Iteration 19Q: 3 clusters Score -7665048 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 59809 members 
Entering Unmasked Estep 
Score: -7665130.000000 Penalty: 3584.066895
	Iteration 20F: 3 clusters Score -7665130 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -7665176.500000 Penalty: 3584.066895
	Iteration 21Q: 3 clusters Score -7665176 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -7665202.000000 Penalty: 3584.066895
	Iteration 22Q: 3 clusters Score -7665202 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -7665229.000000 Penalty: 3584.066895
	Iteration 23Q: 3 clusters Score -7665229 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -7665267.000000 Penalty: 3584.066895
	Iteration 24Q: 3 clusters Score -7665267 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -7665276.500000 Penalty: 3584.066895
	Iteration 25Q: 3 clusters Score -7665276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 60413 members 
Entering Unmasked Estep 
Score: -7665281.000000 Penalty: 3584.066895
	Iteration 26Q: 3 clusters Score -7665281 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -7665304.500000 Penalty: 3584.066895
	Iteration 27Q: 3 clusters Score -7665304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -7665310.000000 Penalty: 3584.066895
	Iteration 28Q: 3 clusters Score -7665310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -7665312.000000 Penalty: 3584.066895
	Iteration 29Q: 3 clusters Score -7665312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -7665331.500000 Penalty: 3584.066895
	Iteration 30Q: 3 clusters Score -7665332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 60640 members 
Entering Unmasked Estep 
Score: -7665328.500000 Penalty: 3584.066895
	Iteration 31Q: 3 clusters Score -7665328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -7665331.500000 Penalty: 3584.066895
	Iteration 32Q: 3 clusters Score -7665332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -7665347.500000 Penalty: 3584.066895
	Iteration 33Q: 3 clusters Score -7665348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -7665329.000000 Penalty: 3584.066895
	Iteration 34Q: 3 clusters Score -7665329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -7665329.000000 Penalty: 3584.066895
	Iteration 35Q: 3 clusters Score -7665329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -7665342.500000 Penalty: 3584.066895
	Iteration 36Q: 3 clusters Score -7665342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -7665351.500000 Penalty: 3584.066895
	Iteration 37Q: 3 clusters Score -7665352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -7665355.500000 Penalty: 3584.066895
	Iteration 38Q: 3 clusters Score -7665356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -7665350.000000 Penalty: 3584.066895
	Iteration 39Q: 3 clusters Score -7665350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 60829 members 
Entering Unmasked Estep 
Score: -7665345.500000 Penalty: 3584.066895
	Iteration 40F: 3 clusters Score -7665346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -7665350.000000 Penalty: 3584.066895
	Iteration 41Q: 3 clusters Score -7665350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -7665351.000000 Penalty: 3584.066895
	Iteration 42Q: 3 clusters Score -7665351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -7665348.500000 Penalty: 3584.066895
	Iteration 43Q: 3 clusters Score -7665348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -7665349.000000 Penalty: 3584.066895
	Iteration 44Q: 3 clusters Score -7665349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -7665348.000000 Penalty: 3584.066895
	Iteration 45Q: 3 clusters Score -7665348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -7665348.000000 Penalty: 3584.066895
	Iteration 46Q: 3 clusters Score -7665348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -7665344.000000 Penalty: 3584.066895
	Iteration 47Q: 3 clusters Score -7665344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -7665344.000000 Penalty: 3584.066895
	Iteration 48Q: 3 clusters Score -7665344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -7665344.000000 Penalty: 3584.066895
	Iteration 49F: 3 clusters Score -7665344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Entering Unmasked Estep 
Score: -5713634.000000 Penalty: 1744.593750
	Iteration 0F: 2 clusters Score -5713634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -5682785.000000 Penalty: 3489.187500
	Iteration 0F: 3 clusters Score -5682785 nChanged 21622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -5694905.000000 Penalty: 3489.187500
	Iteration 1F: 3 clusters Score -5694905 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -5695346.500000 Penalty: 3489.187500
	Iteration 2Q: 3 clusters Score -5695346 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -5695781.000000 Penalty: 3489.187500
	Iteration 3Q: 3 clusters Score -5695781 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -5696273.000000 Penalty: 3489.187500
	Iteration 4Q: 3 clusters Score -5696273 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -5697027.500000 Penalty: 3489.187500
	Iteration 5Q: 3 clusters Score -5697028 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -5698298.000000 Penalty: 3489.187500
	Iteration 6Q: 3 clusters Score -5698298 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -5700232.000000 Penalty: 3489.187500
	Iteration 7F: 3 clusters Score -5700232 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -5702763.500000 Penalty: 3489.187500
	Iteration 8F: 3 clusters Score -5702764 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -5705517.500000 Penalty: 3489.187500
	Iteration 9F: 3 clusters Score -5705518 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -5707795.000000 Penalty: 3489.187500
	Iteration 10F: 3 clusters Score -5707795 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -5709399.000000 Penalty: 3489.187500
	Iteration 11Q: 3 clusters Score -5709399 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -5710383.000000 Penalty: 3489.187500
	Iteration 12Q: 3 clusters Score -5710383 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5711076.000000 Penalty: 3489.187500
	Iteration 13Q: 3 clusters Score -5711076 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5711490.500000 Penalty: 3489.187500
	Iteration 14Q: 3 clusters Score -5711490 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5711738.000000 Penalty: 3489.187500
	Iteration 15Q: 3 clusters Score -5711738 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5711897.000000 Penalty: 3489.187500
	Iteration 16Q: 3 clusters Score -5711897 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5711976.000000 Penalty: 3489.187500
	Iteration 17Q: 3 clusters Score -5711976 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5712024.500000 Penalty: 3489.187500
	Iteration 18Q: 3 clusters Score -5712024 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5712066.000000 Penalty: 3489.187500
	Iteration 19Q: 3 clusters Score -5712066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5712089.500000 Penalty: 3489.187500
	Iteration 20F: 3 clusters Score -5712090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5712097.000000 Penalty: 3489.187500
	Iteration 21Q: 3 clusters Score -5712097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5712104.000000 Penalty: 3489.187500
	Iteration 22Q: 3 clusters Score -5712104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5712118.500000 Penalty: 3489.187500
	Iteration 23Q: 3 clusters Score -5712118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5712123.000000 Penalty: 3489.187500
	Iteration 24Q: 3 clusters Score -5712123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5712134.000000 Penalty: 3489.187500
	Iteration 25Q: 3 clusters Score -5712134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5712131.000000 Penalty: 3489.187500
	Iteration 26Q: 3 clusters Score -5712131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5712142.500000 Penalty: 3489.187500
	Iteration 27Q: 3 clusters Score -5712142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5712143.500000 Penalty: 3489.187500
	Iteration 28Q: 3 clusters Score -5712144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5712150.000000 Penalty: 3489.187500
	Iteration 29Q: 3 clusters Score -5712150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5712145.500000 Penalty: 3489.187500
	Iteration 30Q: 3 clusters Score -5712146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5712156.000000 Penalty: 3489.187500
	Iteration 31Q: 3 clusters Score -5712156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5712167.000000 Penalty: 3489.187500
	Iteration 32Q: 3 clusters Score -5712167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5712166.000000 Penalty: 3489.187500
	Iteration 33Q: 3 clusters Score -5712166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5712171.500000 Penalty: 3489.187500
	Iteration 34Q: 3 clusters Score -5712172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5712177.000000 Penalty: 3489.187500
	Iteration 35Q: 3 clusters Score -5712177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5712178.000000 Penalty: 3489.187500
	Iteration 36Q: 3 clusters Score -5712178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5712176.500000 Penalty: 3489.187500
	Iteration 37Q: 3 clusters Score -5712176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5712177.500000 Penalty: 3489.187500
	Iteration 38Q: 3 clusters Score -5712178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5712179.000000 Penalty: 3489.187500
	Iteration 39Q: 3 clusters Score -5712179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5712186.000000 Penalty: 3489.187500
	Iteration 40F: 3 clusters Score -5712186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5712187.500000 Penalty: 3489.187500
	Iteration 41Q: 3 clusters Score -5712188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5712187.500000 Penalty: 3489.187500
	Iteration 42Q: 3 clusters Score -5712188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5712187.500000 Penalty: 3489.187500
	Iteration 43F: 3 clusters Score -5712188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Entering Unmasked Estep 
Score: -5273978.000000 Penalty: 1731.456421
	Iteration 0F: 2 clusters Score -5273978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -5245645.500000 Penalty: 3462.912842
	Iteration 0F: 3 clusters Score -5245646 nChanged 19730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -5256684.500000 Penalty: 3462.912842
	Iteration 1F: 3 clusters Score -5256684 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -5257135.500000 Penalty: 3462.912842
	Iteration 2Q: 3 clusters Score -5257136 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -5257792.000000 Penalty: 3462.912842
	Iteration 3Q: 3 clusters Score -5257792 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -5258789.500000 Penalty: 3462.912842
	Iteration 4Q: 3 clusters Score -5258790 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -5260407.000000 Penalty: 3462.912842
	Iteration 5F: 3 clusters Score -5260407 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -5262936.500000 Penalty: 3462.912842
	Iteration 6F: 3 clusters Score -5262936 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -5266317.000000 Penalty: 3462.912842
	Iteration 7F: 3 clusters Score -5266317 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -5269496.500000 Penalty: 3462.912842
	Iteration 8F: 3 clusters Score -5269496 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -5271270.500000 Penalty: 3462.912842
	Iteration 9Q: 3 clusters Score -5271270 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -5272098.000000 Penalty: 3462.912842
	Iteration 10Q: 3 clusters Score -5272098 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -5272478.000000 Penalty: 3462.912842
	Iteration 11Q: 3 clusters Score -5272478 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -5272649.000000 Penalty: 3462.912842
	Iteration 12Q: 3 clusters Score -5272649 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -5272746.500000 Penalty: 3462.912842
	Iteration 13Q: 3 clusters Score -5272746 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5272777.000000 Penalty: 3462.912842
	Iteration 14Q: 3 clusters Score -5272777 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -5272793.000000 Penalty: 3462.912842
	Iteration 15Q: 3 clusters Score -5272793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -5272804.000000 Penalty: 3462.912842
	Iteration 16Q: 3 clusters Score -5272804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -5272805.500000 Penalty: 3462.912842
	Iteration 17Q: 3 clusters Score -5272806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -5272808.500000 Penalty: 3462.912842
	Iteration 18Q: 3 clusters Score -5272808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -5272812.500000 Penalty: 3462.912842
	Iteration 19Q: 3 clusters Score -5272812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -5272817.500000 Penalty: 3462.912842
	Iteration 20F: 3 clusters Score -5272818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -5272818.000000 Penalty: 3462.912842
	Iteration 21Q: 3 clusters Score -5272818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -5272820.500000 Penalty: 3462.912842
	Iteration 22Q: 3 clusters Score -5272820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -5272821.500000 Penalty: 3462.912842
	Iteration 23Q: 3 clusters Score -5272822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -5272828.500000 Penalty: 3462.912842
	Iteration 24Q: 3 clusters Score -5272828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -5272833.500000 Penalty: 3462.912842
	Iteration 25Q: 3 clusters Score -5272834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -5272831.000000 Penalty: 3462.912842
	Iteration 26Q: 3 clusters Score -5272831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -5272831.000000 Penalty: 3462.912842
	Iteration 27Q: 3 clusters Score -5272831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -5272832.500000 Penalty: 3462.912842
	Iteration 28Q: 3 clusters Score -5272832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -5272833.500000 Penalty: 3462.912842
	Iteration 29Q: 3 clusters Score -5272834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -5272838.000000 Penalty: 3462.912842
	Iteration 30Q: 3 clusters Score -5272838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -5272838.000000 Penalty: 3462.912842
	Iteration 31F: 3 clusters Score -5272838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Entering Unmasked Estep 
Score: -5617091.000000 Penalty: 1741.781250
	Iteration 0F: 2 clusters Score -5617091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -5586861.500000 Penalty: 3483.562500
	Iteration 0F: 3 clusters Score -5586862 nChanged 21073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -5598656.000000 Penalty: 3483.562500
	Iteration 1F: 3 clusters Score -5598656 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -5599290.500000 Penalty: 3483.562500
	Iteration 2Q: 3 clusters Score -5599290 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -5600032.500000 Penalty: 3483.562500
	Iteration 3Q: 3 clusters Score -5600032 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -5600915.500000 Penalty: 3483.562500
	Iteration 4Q: 3 clusters Score -5600916 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -5602045.000000 Penalty: 3483.562500
	Iteration 5Q: 3 clusters Score -5602045 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -5603318.500000 Penalty: 3483.562500
	Iteration 6F: 3 clusters Score -5603318 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -5604752.000000 Penalty: 3483.562500
	Iteration 7F: 3 clusters Score -5604752 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -5606205.500000 Penalty: 3483.562500
	Iteration 8F: 3 clusters Score -5606206 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -5607564.500000 Penalty: 3483.562500
	Iteration 9F: 3 clusters Score -5607564 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -5608907.000000 Penalty: 3483.562500
	Iteration 10Q: 3 clusters Score -5608907 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -5609889.000000 Penalty: 3483.562500
	Iteration 11Q: 3 clusters Score -5609889 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -5610593.000000 Penalty: 3483.562500
	Iteration 12Q: 3 clusters Score -5610593 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -5611012.000000 Penalty: 3483.562500
	Iteration 13Q: 3 clusters Score -5611012 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -5611294.500000 Penalty: 3483.562500
	Iteration 14Q: 3 clusters Score -5611294 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -5611449.500000 Penalty: 3483.562500
	Iteration 15Q: 3 clusters Score -5611450 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -5611541.000000 Penalty: 3483.562500
	Iteration 16Q: 3 clusters Score -5611541 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -5611571.500000 Penalty: 3483.562500
	Iteration 17Q: 3 clusters Score -5611572 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -5611620.000000 Penalty: 3483.562500
	Iteration 18Q: 3 clusters Score -5611620 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -5611690.500000 Penalty: 3483.562500
	Iteration 19Q: 3 clusters Score -5611690 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -5611719.500000 Penalty: 3483.562500
	Iteration 20F: 3 clusters Score -5611720 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -5611738.000000 Penalty: 3483.562500
	Iteration 21Q: 3 clusters Score -5611738 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -5611776.000000 Penalty: 3483.562500
	Iteration 22Q: 3 clusters Score -5611776 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -5611851.500000 Penalty: 3483.562500
	Iteration 23Q: 3 clusters Score -5611852 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -5611863.500000 Penalty: 3483.562500
	Iteration 24Q: 3 clusters Score -5611864 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -5611932.000000 Penalty: 3483.562500
	Iteration 25Q: 3 clusters Score -5611932 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -5611965.500000 Penalty: 3483.562500
	Iteration 26Q: 3 clusters Score -5611966 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -5612021.500000 Penalty: 3483.562500
	Iteration 27Q: 3 clusters Score -5612022 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -5612069.500000 Penalty: 3483.562500
	Iteration 28Q: 3 clusters Score -5612070 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -5612115.000000 Penalty: 3483.562500
	Iteration 29Q: 3 clusters Score -5612115 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -5612163.500000 Penalty: 3483.562500
	Iteration 30Q: 3 clusters Score -5612164 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -5612185.500000 Penalty: 3483.562500
	Iteration 31Q: 3 clusters Score -5612186 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -5612224.500000 Penalty: 3483.562500
	Iteration 32Q: 3 clusters Score -5612224 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -5612248.500000 Penalty: 3483.562500
	Iteration 33Q: 3 clusters Score -5612248 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -5612290.000000 Penalty: 3483.562500
	Iteration 34Q: 3 clusters Score -5612290 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -5612342.000000 Penalty: 3483.562500
	Iteration 35Q: 3 clusters Score -5612342 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -5612413.000000 Penalty: 3483.562500
	Iteration 36Q: 3 clusters Score -5612413 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -5612447.000000 Penalty: 3483.562500
	Iteration 37Q: 3 clusters Score -5612447 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -5612494.500000 Penalty: 3483.562500
	Iteration 38Q: 3 clusters Score -5612494 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -5612542.500000 Penalty: 3483.562500
	Iteration 39Q: 3 clusters Score -5612542 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -5612633.000000 Penalty: 3483.562500
	Iteration 40F: 3 clusters Score -5612633 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -5612716.000000 Penalty: 3483.562500
	Iteration 41Q: 3 clusters Score -5612716 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -5612828.500000 Penalty: 3483.562500
	Iteration 42Q: 3 clusters Score -5612828 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -5612958.000000 Penalty: 3483.562500
	Iteration 43Q: 3 clusters Score -5612958 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -5613102.000000 Penalty: 3483.562500
	Iteration 44Q: 3 clusters Score -5613102 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -5613264.000000 Penalty: 3483.562500
	Iteration 45Q: 3 clusters Score -5613264 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -5613439.500000 Penalty: 3483.562500
	Iteration 46Q: 3 clusters Score -5613440 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -5613590.000000 Penalty: 3483.562500
	Iteration 47Q: 3 clusters Score -5613590 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -5613755.500000 Penalty: 3483.562500
	Iteration 48Q: 3 clusters Score -5613756 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -5613887.000000 Penalty: 3483.562500
	Iteration 49Q: 3 clusters Score -5613887 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -5614013.500000 Penalty: 3483.562500
	Iteration 50Q: 3 clusters Score -5614014 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -5614141.500000 Penalty: 3483.562500
	Iteration 51Q: 3 clusters Score -5614142 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -5614285.000000 Penalty: 3483.562500
	Iteration 52Q: 3 clusters Score -5614285 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -5614436.000000 Penalty: 3483.562500
	Iteration 53Q: 3 clusters Score -5614436 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -5614562.000000 Penalty: 3483.562500
	Iteration 54Q: 3 clusters Score -5614562 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -5614667.500000 Penalty: 3483.562500
	Iteration 55Q: 3 clusters Score -5614668 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -5614753.500000 Penalty: 3483.562500
	Iteration 56Q: 3 clusters Score -5614754 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -5614829.000000 Penalty: 3483.562500
	Iteration 57Q: 3 clusters Score -5614829 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -5614877.500000 Penalty: 3483.562500
	Iteration 58Q: 3 clusters Score -5614878 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -5614941.000000 Penalty: 3483.562500
	Iteration 59Q: 3 clusters Score -5614941 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -5615001.000000 Penalty: 3483.562500
	Iteration 60F: 3 clusters Score -5615001 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -5615076.500000 Penalty: 3483.562500
	Iteration 61Q: 3 clusters Score -5615076 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -5615118.000000 Penalty: 3483.562500
	Iteration 62Q: 3 clusters Score -5615118 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -5615177.500000 Penalty: 3483.562500
	Iteration 63Q: 3 clusters Score -5615178 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -5615220.000000 Penalty: 3483.562500
	Iteration 64Q: 3 clusters Score -5615220 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -5615262.000000 Penalty: 3483.562500
	Iteration 65Q: 3 clusters Score -5615262 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -5615297.500000 Penalty: 3483.562500
	Iteration 66Q: 3 clusters Score -5615298 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -5615326.500000 Penalty: 3483.562500
	Iteration 67Q: 3 clusters Score -5615326 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -5615360.000000 Penalty: 3483.562500
	Iteration 68Q: 3 clusters Score -5615360 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -5615391.000000 Penalty: 3483.562500
	Iteration 69Q: 3 clusters Score -5615391 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -5615418.500000 Penalty: 3483.562500
	Iteration 70Q: 3 clusters Score -5615418 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -5615436.500000 Penalty: 3483.562500
	Iteration 71Q: 3 clusters Score -5615436 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -5615451.000000 Penalty: 3483.562500
	Iteration 72Q: 3 clusters Score -5615451 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -5615467.000000 Penalty: 3483.562500
	Iteration 73Q: 3 clusters Score -5615467 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -5615502.000000 Penalty: 3483.562500
	Iteration 74Q: 3 clusters Score -5615502 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -5615514.000000 Penalty: 3483.562500
	Iteration 75Q: 3 clusters Score -5615514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -5615542.500000 Penalty: 3483.562500
	Iteration 76Q: 3 clusters Score -5615542 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -5615546.000000 Penalty: 3483.562500
	Iteration 77Q: 3 clusters Score -5615546 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -5615567.500000 Penalty: 3483.562500
	Iteration 78Q: 3 clusters Score -5615568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -5615588.000000 Penalty: 3483.562500
	Iteration 79Q: 3 clusters Score -5615588 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -5615601.000000 Penalty: 3483.562500
	Iteration 80F: 3 clusters Score -5615601 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5615614.000000 Penalty: 3483.562500
	Iteration 81Q: 3 clusters Score -5615614 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -5615640.500000 Penalty: 3483.562500
	Iteration 82Q: 3 clusters Score -5615640 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -5615665.000000 Penalty: 3483.562500
	Iteration 83Q: 3 clusters Score -5615665 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -5615676.500000 Penalty: 3483.562500
	Iteration 84Q: 3 clusters Score -5615676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -5615684.000000 Penalty: 3483.562500
	Iteration 85Q: 3 clusters Score -5615684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -5615685.000000 Penalty: 3483.562500
	Iteration 86Q: 3 clusters Score -5615685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -5615693.000000 Penalty: 3483.562500
	Iteration 87Q: 3 clusters Score -5615693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -5615686.000000 Penalty: 3483.562500
	Iteration 88Q: 3 clusters Score -5615686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -5615685.000000 Penalty: 3483.562500
	Iteration 89Q: 3 clusters Score -5615685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -5615686.000000 Penalty: 3483.562500
	Iteration 90Q: 3 clusters Score -5615686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -5615692.500000 Penalty: 3483.562500
	Iteration 91Q: 3 clusters Score -5615692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -5615704.500000 Penalty: 3483.562500
	Iteration 92Q: 3 clusters Score -5615704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -5615703.000000 Penalty: 3483.562500
	Iteration 93Q: 3 clusters Score -5615703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -5615706.500000 Penalty: 3483.562500
	Iteration 94Q: 3 clusters Score -5615706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -5615708.500000 Penalty: 3483.562500
	Iteration 95Q: 3 clusters Score -5615708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -5615714.500000 Penalty: 3483.562500
	Iteration 96Q: 3 clusters Score -5615714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -5615724.000000 Penalty: 3483.562500
	Iteration 97Q: 3 clusters Score -5615724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -5615722.500000 Penalty: 3483.562500
	Iteration 98Q: 3 clusters Score -5615722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -5615725.000000 Penalty: 3483.562500
	Iteration 99Q: 3 clusters Score -5615725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -5615728.000000 Penalty: 3483.562500
	Iteration 100F: 3 clusters Score -5615728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -5615736.000000 Penalty: 3483.562500
	Iteration 101Q: 3 clusters Score -5615736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -5615740.000000 Penalty: 3483.562500
	Iteration 102Q: 3 clusters Score -5615740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -5615736.000000 Penalty: 3483.562500
	Iteration 103Q: 3 clusters Score -5615736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -5615736.500000 Penalty: 3483.562500
	Iteration 104Q: 3 clusters Score -5615736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -5615744.000000 Penalty: 3483.562500
	Iteration 105Q: 3 clusters Score -5615744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -5615754.000000 Penalty: 3483.562500
	Iteration 106Q: 3 clusters Score -5615754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -5615749.500000 Penalty: 3483.562500
	Iteration 107Q: 3 clusters Score -5615750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -5615754.000000 Penalty: 3483.562500
	Iteration 108Q: 3 clusters Score -5615754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -5615758.000000 Penalty: 3483.562500
	Iteration 109Q: 3 clusters Score -5615758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -5615748.500000 Penalty: 3483.562500
	Iteration 110Q: 3 clusters Score -5615748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -5615750.000000 Penalty: 3483.562500
	Iteration 111Q: 3 clusters Score -5615750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -5615745.500000 Penalty: 3483.562500
	Iteration 112Q: 3 clusters Score -5615746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -5615754.000000 Penalty: 3483.562500
	Iteration 113Q: 3 clusters Score -5615754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -5615752.000000 Penalty: 3483.562500
	Iteration 114Q: 3 clusters Score -5615752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -5615747.000000 Penalty: 3483.562500
	Iteration 115Q: 3 clusters Score -5615747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -5615749.500000 Penalty: 3483.562500
	Iteration 116Q: 3 clusters Score -5615750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -5615753.000000 Penalty: 3483.562500
	Iteration 117Q: 3 clusters Score -5615753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -5615755.500000 Penalty: 3483.562500
	Iteration 118Q: 3 clusters Score -5615756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -5615752.000000 Penalty: 3483.562500
	Iteration 119Q: 3 clusters Score -5615752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -5615758.000000 Penalty: 3483.562500
	Iteration 120F: 3 clusters Score -5615758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -5615762.500000 Penalty: 3483.562500
	Iteration 121Q: 3 clusters Score -5615762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -5615760.000000 Penalty: 3483.562500
	Iteration 122Q: 3 clusters Score -5615760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -5615757.000000 Penalty: 3483.562500
	Iteration 123Q: 3 clusters Score -5615757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -5615759.500000 Penalty: 3483.562500
	Iteration 124Q: 3 clusters Score -5615760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -5615764.500000 Penalty: 3483.562500
	Iteration 125Q: 3 clusters Score -5615764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -5615759.500000 Penalty: 3483.562500
	Iteration 126Q: 3 clusters Score -5615760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -5615766.000000 Penalty: 3483.562500
	Iteration 127Q: 3 clusters Score -5615766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -5615769.000000 Penalty: 3483.562500
	Iteration 128Q: 3 clusters Score -5615769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -5615766.000000 Penalty: 3483.562500
	Iteration 129Q: 3 clusters Score -5615766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -5615768.000000 Penalty: 3483.562500
	Iteration 130Q: 3 clusters Score -5615768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -5615764.500000 Penalty: 3483.562500
	Iteration 131Q: 3 clusters Score -5615764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -5615772.000000 Penalty: 3483.562500
	Iteration 132Q: 3 clusters Score -5615772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -5615771.500000 Penalty: 3483.562500
	Iteration 133Q: 3 clusters Score -5615772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -5615772.000000 Penalty: 3483.562500
	Iteration 134Q: 3 clusters Score -5615772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -5615775.500000 Penalty: 3483.562500
	Iteration 135Q: 3 clusters Score -5615776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -5615776.000000 Penalty: 3483.562500
	Iteration 136Q: 3 clusters Score -5615776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -5615780.000000 Penalty: 3483.562500
	Iteration 137Q: 3 clusters Score -5615780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -5615780.500000 Penalty: 3483.562500
	Iteration 138Q: 3 clusters Score -5615780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -5615780.500000 Penalty: 3483.562500
	Iteration 139F: 3 clusters Score -5615780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89682 members 
Entering Unmasked Estep 
Score: -11101910.000000 Penalty: 1853.154053
	Iteration 0F: 2 clusters Score -1.110191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -11044364.000000 Penalty: 3706.308105
	Iteration 0F: 3 clusters Score -1.104436e+07 nChanged 42789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -11069280.000000 Penalty: 3706.308105
	Iteration 1F: 3 clusters Score -1.106928e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -11070058.000000 Penalty: 3706.308105
	Iteration 2Q: 3 clusters Score -1.107006e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -11071207.000000 Penalty: 3706.308105
	Iteration 3Q: 3 clusters Score -1.107121e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -11072810.000000 Penalty: 3706.308105
	Iteration 4Q: 3 clusters Score -1.107281e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -11075491.000000 Penalty: 3706.308105
	Iteration 5F: 3 clusters Score -1.107549e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -11079646.000000 Penalty: 3706.308105
	Iteration 6F: 3 clusters Score -1.107965e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -11084668.000000 Penalty: 3706.308105
	Iteration 7F: 3 clusters Score -1.108467e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 65536 members 
Entering Unmasked Estep 
Score: -11088719.000000 Penalty: 3706.308105
	Iteration 8F: 3 clusters Score -1.108872e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 66937 members 
Entering Unmasked Estep 
Score: -11090621.000000 Penalty: 3706.308105
	Iteration 9Q: 3 clusters Score -1.109062e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -11091442.000000 Penalty: 3706.308105
	Iteration 10Q: 3 clusters Score -1.109144e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
Score: -11092055.000000 Penalty: 3706.308105
	Iteration 11Q: 3 clusters Score -1.109206e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -11092676.000000 Penalty: 3706.308105
	Iteration 12Q: 3 clusters Score -1.109268e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 71803 members 
Entering Unmasked Estep 
Score: -11093275.000000 Penalty: 3706.308105
	Iteration 13Q: 3 clusters Score -1.109328e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
Score: -11094040.000000 Penalty: 3706.308105
	Iteration 14Q: 3 clusters Score -1.109404e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 74668 members 
Entering Unmasked Estep 
Score: -11094769.000000 Penalty: 3706.308105
	Iteration 15Q: 3 clusters Score -1.109477e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 76236 members 
Entering Unmasked Estep 
Score: -11095538.000000 Penalty: 3706.308105
	Iteration 16Q: 3 clusters Score -1.109554e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -11096301.000000 Penalty: 3706.308105
	Iteration 17Q: 3 clusters Score -1.10963e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -11097120.000000 Penalty: 3706.308105
	Iteration 18Q: 3 clusters Score -1.109712e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 81082 members 
Entering Unmasked Estep 
Score: -11097836.000000 Penalty: 3706.308105
	Iteration 19Q: 3 clusters Score -1.109784e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -11098386.000000 Penalty: 3706.308105
	Iteration 20F: 3 clusters Score -1.109839e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 83908 members 
Entering Unmasked Estep 
Score: -11098923.000000 Penalty: 3706.308105
	Iteration 21Q: 3 clusters Score -1.109892e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 85098 members 
Entering Unmasked Estep 
Score: -11099324.000000 Penalty: 3706.308105
	Iteration 22Q: 3 clusters Score -1.109932e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 86125 members 
Entering Unmasked Estep 
Score: -11099651.000000 Penalty: 3706.308105
	Iteration 23Q: 3 clusters Score -1.109965e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 86938 members 
Entering Unmasked Estep 
Score: -11099928.000000 Penalty: 3706.308105
	Iteration 24Q: 3 clusters Score -1.109993e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 87588 members 
Entering Unmasked Estep 
Score: -11100188.000000 Penalty: 3706.308105
	Iteration 25Q: 3 clusters Score -1.110019e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -11100367.000000 Penalty: 3706.308105
	Iteration 26Q: 3 clusters Score -1.110037e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -11100486.000000 Penalty: 3706.308105
	Iteration 27Q: 3 clusters Score -1.110049e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 88601 members 
Entering Unmasked Estep 
Score: -11100504.000000 Penalty: 3706.308105
	Iteration 28Q: 3 clusters Score -1.11005e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 88776 members 
Entering Unmasked Estep 
Score: -11100529.000000 Penalty: 3706.308105
	Iteration 29Q: 3 clusters Score -1.110053e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 88884 members 
Entering Unmasked Estep 
Score: -11100590.000000 Penalty: 3706.308105
	Iteration 30Q: 3 clusters Score -1.110059e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -11100632.000000 Penalty: 3706.308105
	Iteration 31Q: 3 clusters Score -1.110063e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 89016 members 
Entering Unmasked Estep 
Score: -11100661.000000 Penalty: 3706.308105
	Iteration 32Q: 3 clusters Score -1.110066e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 89050 members 
Entering Unmasked Estep 
Score: -11100659.000000 Penalty: 3706.308105
	Iteration 33Q: 3 clusters Score -1.110066e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -11100677.000000 Penalty: 3706.308105
	Iteration 34Q: 3 clusters Score -1.110068e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -11100677.000000 Penalty: 3706.308105
	Iteration 35Q: 3 clusters Score -1.110068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 89105 members 
Entering Unmasked Estep 
Score: -11100693.000000 Penalty: 3706.308105
	Iteration 36Q: 3 clusters Score -1.110069e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 89122 members 
Entering Unmasked Estep 
Score: -11100683.000000 Penalty: 3706.308105
	Iteration 37Q: 3 clusters Score -1.110068e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 89136 members 
Entering Unmasked Estep 
Score: -11100703.000000 Penalty: 3706.308105
	Iteration 38Q: 3 clusters Score -1.11007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 89147 members 
Entering Unmasked Estep 
Score: -11100685.000000 Penalty: 3706.308105
	Iteration 39Q: 3 clusters Score -1.110068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 89153 members 
Entering Unmasked Estep 
Score: -11100702.000000 Penalty: 3706.308105
	Iteration 40F: 3 clusters Score -1.11007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 89154 members 
Entering Unmasked Estep 
Score: -11100696.000000 Penalty: 3706.308105
	Iteration 41Q: 3 clusters Score -1.11007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 89158 members 
Entering Unmasked Estep 
Score: -11100684.000000 Penalty: 3706.308105
	Iteration 42Q: 3 clusters Score -1.110068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 89162 members 
Entering Unmasked Estep 
Score: -11100688.000000 Penalty: 3706.308105
	Iteration 43Q: 3 clusters Score -1.110069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 89163 members 
Entering Unmasked Estep 
Score: -11100694.000000 Penalty: 3706.308105
	Iteration 44Q: 3 clusters Score -1.110069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 89164 members 
Entering Unmasked Estep 
Score: -11100692.000000 Penalty: 3706.308105
	Iteration 45Q: 3 clusters Score -1.110069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 89165 members 
Entering Unmasked Estep 
Score: -11100695.000000 Penalty: 3706.308105
	Iteration 46Q: 3 clusters Score -1.11007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 89165 members 
Entering Unmasked Estep 
Score: -11100695.000000 Penalty: 3706.308105
	Iteration 47F: 3 clusters Score -1.11007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -878298.000000 Penalty: 1446.626953
	Iteration 0F: 2 clusters Score -878298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -872758.687500 Penalty: 2893.253906
	Iteration 0F: 3 clusters Score -872758.7 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -874413.562500 Penalty: 2893.253906
	Iteration 1F: 3 clusters Score -874413.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -874598.000000 Penalty: 2893.253906
	Iteration 2F: 3 clusters Score -874598 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -874718.000000 Penalty: 2893.253906
	Iteration 3Q: 3 clusters Score -874718 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -874819.187500 Penalty: 2893.253906
	Iteration 4Q: 3 clusters Score -874819.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -874904.000000 Penalty: 2893.253906
	Iteration 5Q: 3 clusters Score -874904 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -874980.812500 Penalty: 2893.253906
	Iteration 6Q: 3 clusters Score -874980.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -875062.437500 Penalty: 2893.253906
	Iteration 7Q: 3 clusters Score -875062.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -875170.312500 Penalty: 2893.253906
	Iteration 8Q: 3 clusters Score -875170.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -875290.062500 Penalty: 2893.253906
	Iteration 9Q: 3 clusters Score -875290.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -875437.687500 Penalty: 2893.253906
	Iteration 10Q: 3 clusters Score -875437.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -875635.875000 Penalty: 2893.253906
	Iteration 11Q: 3 clusters Score -875635.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -875874.750000 Penalty: 2893.253906
	Iteration 12Q: 3 clusters Score -875874.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -876128.312500 Penalty: 2893.253906
	Iteration 13Q: 3 clusters Score -876128.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -876351.125000 Penalty: 2893.253906
	Iteration 14Q: 3 clusters Score -876351.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -876533.062500 Penalty: 2893.253906
	Iteration 15Q: 3 clusters Score -876533.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -876692.125000 Penalty: 2893.253906
	Iteration 16Q: 3 clusters Score -876692.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -876800.125000 Penalty: 2893.253906
	Iteration 17Q: 3 clusters Score -876800.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -876883.000000 Penalty: 2893.253906
	Iteration 18Q: 3 clusters Score -876883 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -876951.750000 Penalty: 2893.253906
	Iteration 19Q: 3 clusters Score -876951.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -876982.000000 Penalty: 2893.253906
	Iteration 20F: 3 clusters Score -876982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -877003.250000 Penalty: 2893.253906
	Iteration 21Q: 3 clusters Score -877003.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -877018.187500 Penalty: 2893.253906
	Iteration 22Q: 3 clusters Score -877018.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -877031.687500 Penalty: 2893.253906
	Iteration 23Q: 3 clusters Score -877031.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -877041.562500 Penalty: 2893.253906
	Iteration 24Q: 3 clusters Score -877041.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -877046.875000 Penalty: 2893.253906
	Iteration 25Q: 3 clusters Score -877046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -877051.687500 Penalty: 2893.253906
	Iteration 26Q: 3 clusters Score -877051.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -877053.312500 Penalty: 2893.253906
	Iteration 27Q: 3 clusters Score -877053.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -877056.750000 Penalty: 2893.253906
	Iteration 28Q: 3 clusters Score -877056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -877056.750000 Penalty: 2893.253906
	Iteration 29F: 3 clusters Score -877056.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70681 members 
Entering Unmasked Estep 
Score: -8805413.000000 Penalty: 1814.463867
	Iteration 0F: 2 clusters Score -8805413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -8759420.000000 Penalty: 3628.927734
	Iteration 0F: 3 clusters Score -8759420 nChanged 33305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -8778675.000000 Penalty: 3628.927734
	Iteration 1F: 3 clusters Score -8778675 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -8779209.000000 Penalty: 3628.927734
	Iteration 2Q: 3 clusters Score -8779209 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -8779842.000000 Penalty: 3628.927734
	Iteration 3Q: 3 clusters Score -8779842 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -8780512.000000 Penalty: 3628.927734
	Iteration 4Q: 3 clusters Score -8780512 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -8781253.000000 Penalty: 3628.927734
	Iteration 5Q: 3 clusters Score -8781253 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -8782208.000000 Penalty: 3628.927734
	Iteration 6Q: 3 clusters Score -8782208 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -8783673.000000 Penalty: 3628.927734
	Iteration 7Q: 3 clusters Score -8783673 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -8785854.000000 Penalty: 3628.927734
	Iteration 8F: 3 clusters Score -8785854 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -8788929.000000 Penalty: 3628.927734
	Iteration 9F: 3 clusters Score -8788929 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -8792465.000000 Penalty: 3628.927734
	Iteration 10F: 3 clusters Score -8792465 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -8795695.000000 Penalty: 3628.927734
	Iteration 11F: 3 clusters Score -8795695 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -8797804.000000 Penalty: 3628.927734
	Iteration 12Q: 3 clusters Score -8797804 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -8798927.000000 Penalty: 3628.927734
	Iteration 13Q: 3 clusters Score -8798927 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 58325 members 
Entering Unmasked Estep 
Score: -8799680.000000 Penalty: 3628.927734
	Iteration 14Q: 3 clusters Score -8799680 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 59243 members 
Entering Unmasked Estep 
Score: -8800242.000000 Penalty: 3628.927734
	Iteration 15Q: 3 clusters Score -8800242 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 60073 members 
Entering Unmasked Estep 
Score: -8800679.000000 Penalty: 3628.927734
	Iteration 16Q: 3 clusters Score -8800679 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -8801133.000000 Penalty: 3628.927734
	Iteration 17Q: 3 clusters Score -8801133 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 61639 members 
Entering Unmasked Estep 
Score: -8801422.000000 Penalty: 3628.927734
	Iteration 18Q: 3 clusters Score -8801422 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -8801732.000000 Penalty: 3628.927734
	Iteration 19Q: 3 clusters Score -8801732 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -8802017.000000 Penalty: 3628.927734
	Iteration 20F: 3 clusters Score -8802017 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -8802249.000000 Penalty: 3628.927734
	Iteration 21Q: 3 clusters Score -8802249 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -8802426.000000 Penalty: 3628.927734
	Iteration 22Q: 3 clusters Score -8802426 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -8802595.000000 Penalty: 3628.927734
	Iteration 23Q: 3 clusters Score -8802595 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 65214 members 
Entering Unmasked Estep 
Score: -8802759.000000 Penalty: 3628.927734
	Iteration 24Q: 3 clusters Score -8802759 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -8802922.000000 Penalty: 3628.927734
	Iteration 25Q: 3 clusters Score -8802922 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -8803047.000000 Penalty: 3628.927734
	Iteration 26Q: 3 clusters Score -8803047 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 66536 members 
Entering Unmasked Estep 
Score: -8803142.000000 Penalty: 3628.927734
	Iteration 27Q: 3 clusters Score -8803142 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -8803246.000000 Penalty: 3628.927734
	Iteration 28Q: 3 clusters Score -8803246 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 67266 members 
Entering Unmasked Estep 
Score: -8803352.000000 Penalty: 3628.927734
	Iteration 29Q: 3 clusters Score -8803352 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 67601 members 
Entering Unmasked Estep 
Score: -8803460.000000 Penalty: 3628.927734
	Iteration 30Q: 3 clusters Score -8803460 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -8803579.000000 Penalty: 3628.927734
	Iteration 31Q: 3 clusters Score -8803579 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 68157 members 
Entering Unmasked Estep 
Score: -8803624.000000 Penalty: 3628.927734
	Iteration 32Q: 3 clusters Score -8803624 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 68377 members 
Entering Unmasked Estep 
Score: -8803704.000000 Penalty: 3628.927734
	Iteration 33Q: 3 clusters Score -8803704 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 68581 members 
Entering Unmasked Estep 
Score: -8803763.000000 Penalty: 3628.927734
	Iteration 34Q: 3 clusters Score -8803763 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
Score: -8803804.000000 Penalty: 3628.927734
	Iteration 35Q: 3 clusters Score -8803804 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 68857 members 
Entering Unmasked Estep 
Score: -8803838.000000 Penalty: 3628.927734
	Iteration 36Q: 3 clusters Score -8803838 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 68981 members 
Entering Unmasked Estep 
Score: -8803870.000000 Penalty: 3628.927734
	Iteration 37Q: 3 clusters Score -8803870 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 69099 members 
Entering Unmasked Estep 
Score: -8803897.000000 Penalty: 3628.927734
	Iteration 38Q: 3 clusters Score -8803897 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 69185 members 
Entering Unmasked Estep 
Score: -8803912.000000 Penalty: 3628.927734
	Iteration 39Q: 3 clusters Score -8803912 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 69272 members 
Entering Unmasked Estep 
Score: -8803919.000000 Penalty: 3628.927734
	Iteration 40F: 3 clusters Score -8803919 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 69349 members 
Entering Unmasked Estep 
Score: -8803942.000000 Penalty: 3628.927734
	Iteration 41Q: 3 clusters Score -8803942 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -8803953.000000 Penalty: 3628.927734
	Iteration 42Q: 3 clusters Score -8803953 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -8803960.000000 Penalty: 3628.927734
	Iteration 43Q: 3 clusters Score -8803960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 69502 members 
Entering Unmasked Estep 
Score: -8803978.000000 Penalty: 3628.927734
	Iteration 44Q: 3 clusters Score -8803978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 69554 members 
Entering Unmasked Estep 
Score: -8804000.000000 Penalty: 3628.927734
	Iteration 45Q: 3 clusters Score -8804000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -8804017.000000 Penalty: 3628.927734
	Iteration 46Q: 3 clusters Score -8804017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 69633 members 
Entering Unmasked Estep 
Score: -8804023.000000 Penalty: 3628.927734
	Iteration 47Q: 3 clusters Score -8804023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -8804040.000000 Penalty: 3628.927734
	Iteration 48Q: 3 clusters Score -8804040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 69697 members 
Entering Unmasked Estep 
Score: -8804051.000000 Penalty: 3628.927734
	Iteration 49Q: 3 clusters Score -8804051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
Score: -8804049.000000 Penalty: 3628.927734
	Iteration 50Q: 3 clusters Score -8804049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -8804056.000000 Penalty: 3628.927734
	Iteration 51Q: 3 clusters Score -8804056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -8804067.000000 Penalty: 3628.927734
	Iteration 52Q: 3 clusters Score -8804067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 69762 members 
Entering Unmasked Estep 
Score: -8804055.000000 Penalty: 3628.927734
	Iteration 53Q: 3 clusters Score -8804055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 69768 members 
Entering Unmasked Estep 
Score: -8804055.000000 Penalty: 3628.927734
	Iteration 54Q: 3 clusters Score -8804055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -8804054.000000 Penalty: 3628.927734
	Iteration 55Q: 3 clusters Score -8804054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 69781 members 
Entering Unmasked Estep 
Score: -8804058.000000 Penalty: 3628.927734
	Iteration 56Q: 3 clusters Score -8804058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
Score: -8804060.000000 Penalty: 3628.927734
	Iteration 57Q: 3 clusters Score -8804060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -8804063.000000 Penalty: 3628.927734
	Iteration 58Q: 3 clusters Score -8804063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -8804060.000000 Penalty: 3628.927734
	Iteration 59Q: 3 clusters Score -8804060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 69792 members 
Entering Unmasked Estep 
Score: -8804067.000000 Penalty: 3628.927734
	Iteration 60F: 3 clusters Score -8804067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
Score: -8804064.000000 Penalty: 3628.927734
	Iteration 61Q: 3 clusters Score -8804064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -8804067.000000 Penalty: 3628.927734
	Iteration 62Q: 3 clusters Score -8804067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 69797 members 
Entering Unmasked Estep 
Score: -8804067.000000 Penalty: 3628.927734
	Iteration 63Q: 3 clusters Score -8804067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 69799 members 
Entering Unmasked Estep 
Score: -8804065.000000 Penalty: 3628.927734
	Iteration 64Q: 3 clusters Score -8804065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 69801 members 
Entering Unmasked Estep 
Score: -8804062.000000 Penalty: 3628.927734
	Iteration 65Q: 3 clusters Score -8804062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -8804067.000000 Penalty: 3628.927734
	Iteration 66Q: 3 clusters Score -8804067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 69812 members 
Entering Unmasked Estep 
Score: -8804068.000000 Penalty: 3628.927734
	Iteration 67Q: 3 clusters Score -8804068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -8804074.000000 Penalty: 3628.927734
	Iteration 68Q: 3 clusters Score -8804074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 69823 members 
Entering Unmasked Estep 
Score: -8804076.000000 Penalty: 3628.927734
	Iteration 69Q: 3 clusters Score -8804076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 69828 members 
Entering Unmasked Estep 
Score: -8804079.000000 Penalty: 3628.927734
	Iteration 70Q: 3 clusters Score -8804079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -8804077.000000 Penalty: 3628.927734
	Iteration 71Q: 3 clusters Score -8804077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -8804077.000000 Penalty: 3628.927734
	Iteration 72Q: 3 clusters Score -8804077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -8804079.000000 Penalty: 3628.927734
	Iteration 73Q: 3 clusters Score -8804079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -8804078.000000 Penalty: 3628.927734
	Iteration 74Q: 3 clusters Score -8804078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 69853 members 
Entering Unmasked Estep 
Score: -8804077.000000 Penalty: 3628.927734
	Iteration 75Q: 3 clusters Score -8804077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -8804076.000000 Penalty: 3628.927734
	Iteration 76Q: 3 clusters Score -8804076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -8804076.000000 Penalty: 3628.927734
	Iteration 77F: 3 clusters Score -8804076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Entering Unmasked Estep 
Score: -9906186.000000 Penalty: 1834.048340
	Iteration 0F: 2 clusters Score -9906186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -9854529.000000 Penalty: 3668.096680
	Iteration 0F: 3 clusters Score -9854529 nChanged 38007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -9876324.000000 Penalty: 3668.096680
	Iteration 1F: 3 clusters Score -9876324 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -9876775.000000 Penalty: 3668.096680
	Iteration 2Q: 3 clusters Score -9876775 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -9877295.000000 Penalty: 3668.096680
	Iteration 3Q: 3 clusters Score -9877295 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -9877898.000000 Penalty: 3668.096680
	Iteration 4Q: 3 clusters Score -9877898 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -9878687.000000 Penalty: 3668.096680
	Iteration 5Q: 3 clusters Score -9878687 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -9879865.000000 Penalty: 3668.096680
	Iteration 6Q: 3 clusters Score -9879865 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -9881612.000000 Penalty: 3668.096680
	Iteration 7Q: 3 clusters Score -9881612 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -9884201.000000 Penalty: 3668.096680
	Iteration 8F: 3 clusters Score -9884201 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -9887664.000000 Penalty: 3668.096680
	Iteration 9F: 3 clusters Score -9887664 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -9891620.000000 Penalty: 3668.096680
	Iteration 10F: 3 clusters Score -9891620 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -9894831.000000 Penalty: 3668.096680
	Iteration 11F: 3 clusters Score -9894831 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -9896701.000000 Penalty: 3668.096680
	Iteration 12Q: 3 clusters Score -9896701 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -9897563.000000 Penalty: 3668.096680
	Iteration 13Q: 3 clusters Score -9897563 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -9897957.000000 Penalty: 3668.096680
	Iteration 14Q: 3 clusters Score -9897957 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -9898147.000000 Penalty: 3668.096680
	Iteration 15Q: 3 clusters Score -9898147 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -9898319.000000 Penalty: 3668.096680
	Iteration 16Q: 3 clusters Score -9898319 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -9898436.000000 Penalty: 3668.096680
	Iteration 17Q: 3 clusters Score -9898436 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -9898510.000000 Penalty: 3668.096680
	Iteration 18Q: 3 clusters Score -9898510 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -9898626.000000 Penalty: 3668.096680
	Iteration 19Q: 3 clusters Score -9898626 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -9898708.000000 Penalty: 3668.096680
	Iteration 20F: 3 clusters Score -9898708 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -9898753.000000 Penalty: 3668.096680
	Iteration 21Q: 3 clusters Score -9898753 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -9898793.000000 Penalty: 3668.096680
	Iteration 22Q: 3 clusters Score -9898793 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -9898879.000000 Penalty: 3668.096680
	Iteration 23Q: 3 clusters Score -9898879 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -9898920.000000 Penalty: 3668.096680
	Iteration 24Q: 3 clusters Score -9898920 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -9898975.000000 Penalty: 3668.096680
	Iteration 25Q: 3 clusters Score -9898975 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -9899052.000000 Penalty: 3668.096680
	Iteration 26Q: 3 clusters Score -9899052 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -9899095.000000 Penalty: 3668.096680
	Iteration 27Q: 3 clusters Score -9899095 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -9899116.000000 Penalty: 3668.096680
	Iteration 28Q: 3 clusters Score -9899116 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -9899157.000000 Penalty: 3668.096680
	Iteration 29Q: 3 clusters Score -9899157 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -9899213.000000 Penalty: 3668.096680
	Iteration 30Q: 3 clusters Score -9899213 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -9899231.000000 Penalty: 3668.096680
	Iteration 31Q: 3 clusters Score -9899231 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -9899235.000000 Penalty: 3668.096680
	Iteration 32Q: 3 clusters Score -9899235 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -9899261.000000 Penalty: 3668.096680
	Iteration 33Q: 3 clusters Score -9899261 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -9899281.000000 Penalty: 3668.096680
	Iteration 34Q: 3 clusters Score -9899281 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -9899317.000000 Penalty: 3668.096680
	Iteration 35Q: 3 clusters Score -9899317 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -9899355.000000 Penalty: 3668.096680
	Iteration 36Q: 3 clusters Score -9899355 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -9899398.000000 Penalty: 3668.096680
	Iteration 37Q: 3 clusters Score -9899398 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -9899453.000000 Penalty: 3668.096680
	Iteration 38Q: 3 clusters Score -9899453 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -9899487.000000 Penalty: 3668.096680
	Iteration 39Q: 3 clusters Score -9899487 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -9899553.000000 Penalty: 3668.096680
	Iteration 40F: 3 clusters Score -9899553 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -9899584.000000 Penalty: 3668.096680
	Iteration 41Q: 3 clusters Score -9899584 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -9899631.000000 Penalty: 3668.096680
	Iteration 42Q: 3 clusters Score -9899631 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 57200 members 
Entering Unmasked Estep 
Score: -9899695.000000 Penalty: 3668.096680
	Iteration 43Q: 3 clusters Score -9899695 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -9899765.000000 Penalty: 3668.096680
	Iteration 44Q: 3 clusters Score -9899765 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 57956 members 
Entering Unmasked Estep 
Score: -9899772.000000 Penalty: 3668.096680
	Iteration 45Q: 3 clusters Score -9899772 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 58350 members 
Entering Unmasked Estep 
Score: -9899857.000000 Penalty: 3668.096680
	Iteration 46Q: 3 clusters Score -9899857 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 58742 members 
Entering Unmasked Estep 
Score: -9899917.000000 Penalty: 3668.096680
	Iteration 47Q: 3 clusters Score -9899917 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -9899992.000000 Penalty: 3668.096680
	Iteration 48Q: 3 clusters Score -9899992 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
Score: -9900063.000000 Penalty: 3668.096680
	Iteration 49Q: 3 clusters Score -9900063 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -9900102.000000 Penalty: 3668.096680
	Iteration 50Q: 3 clusters Score -9900102 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 60402 members 
Entering Unmasked Estep 
Score: -9900213.000000 Penalty: 3668.096680
	Iteration 51Q: 3 clusters Score -9900213 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -9900243.000000 Penalty: 3668.096680
	Iteration 52Q: 3 clusters Score -9900243 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -9900328.000000 Penalty: 3668.096680
	Iteration 53Q: 3 clusters Score -9900328 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 61638 members 
Entering Unmasked Estep 
Score: -9900440.000000 Penalty: 3668.096680
	Iteration 54Q: 3 clusters Score -9900440 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -9900535.000000 Penalty: 3668.096680
	Iteration 55Q: 3 clusters Score -9900535 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -9900637.000000 Penalty: 3668.096680
	Iteration 56Q: 3 clusters Score -9900637 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 62881 members 
Entering Unmasked Estep 
Score: -9900720.000000 Penalty: 3668.096680
	Iteration 57Q: 3 clusters Score -9900720 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -9900788.000000 Penalty: 3668.096680
	Iteration 58Q: 3 clusters Score -9900788 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -9900843.000000 Penalty: 3668.096680
	Iteration 59Q: 3 clusters Score -9900843 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -9900913.000000 Penalty: 3668.096680
	Iteration 60F: 3 clusters Score -9900913 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -9900995.000000 Penalty: 3668.096680
	Iteration 61Q: 3 clusters Score -9900995 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 65050 members 
Entering Unmasked Estep 
Score: -9901095.000000 Penalty: 3668.096680
	Iteration 62Q: 3 clusters Score -9901095 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -9901168.000000 Penalty: 3668.096680
	Iteration 63Q: 3 clusters Score -9901168 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -9901254.000000 Penalty: 3668.096680
	Iteration 64Q: 3 clusters Score -9901254 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 66348 members 
Entering Unmasked Estep 
Score: -9901309.000000 Penalty: 3668.096680
	Iteration 65Q: 3 clusters Score -9901309 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 66776 members 
Entering Unmasked Estep 
Score: -9901433.000000 Penalty: 3668.096680
	Iteration 66Q: 3 clusters Score -9901433 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 67241 members 
Entering Unmasked Estep 
Score: -9901535.000000 Penalty: 3668.096680
	Iteration 67Q: 3 clusters Score -9901535 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -9901661.000000 Penalty: 3668.096680
	Iteration 68Q: 3 clusters Score -9901661 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -9901750.000000 Penalty: 3668.096680
	Iteration 69Q: 3 clusters Score -9901750 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 68657 members 
Entering Unmasked Estep 
Score: -9901839.000000 Penalty: 3668.096680
	Iteration 70Q: 3 clusters Score -9901839 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -9901940.000000 Penalty: 3668.096680
	Iteration 71Q: 3 clusters Score -9901940 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 69606 members 
Entering Unmasked Estep 
Score: -9902045.000000 Penalty: 3668.096680
	Iteration 72Q: 3 clusters Score -9902045 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 70048 members 
Entering Unmasked Estep 
Score: -9902181.000000 Penalty: 3668.096680
	Iteration 73Q: 3 clusters Score -9902181 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -9902274.000000 Penalty: 3668.096680
	Iteration 74Q: 3 clusters Score -9902274 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 70898 members 
Entering Unmasked Estep 
Score: -9902382.000000 Penalty: 3668.096680
	Iteration 75Q: 3 clusters Score -9902382 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 71325 members 
Entering Unmasked Estep 
Score: -9902492.000000 Penalty: 3668.096680
	Iteration 76Q: 3 clusters Score -9902492 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -9902646.000000 Penalty: 3668.096680
	Iteration 77Q: 3 clusters Score -9902646 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 72198 members 
Entering Unmasked Estep 
Score: -9902771.000000 Penalty: 3668.096680
	Iteration 78Q: 3 clusters Score -9902771 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 72602 members 
Entering Unmasked Estep 
Score: -9902842.000000 Penalty: 3668.096680
	Iteration 79Q: 3 clusters Score -9902842 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 72964 members 
Entering Unmasked Estep 
Score: -9902934.000000 Penalty: 3668.096680
	Iteration 80F: 3 clusters Score -9902934 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 73297 members 
Entering Unmasked Estep 
Score: -9903029.000000 Penalty: 3668.096680
	Iteration 81Q: 3 clusters Score -9903029 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -9903125.000000 Penalty: 3668.096680
	Iteration 82Q: 3 clusters Score -9903125 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
Score: -9903223.000000 Penalty: 3668.096680
	Iteration 83Q: 3 clusters Score -9903223 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 74185 members 
Entering Unmasked Estep 
Score: -9903325.000000 Penalty: 3668.096680
	Iteration 84Q: 3 clusters Score -9903325 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 74462 members 
Entering Unmasked Estep 
Score: -9903414.000000 Penalty: 3668.096680
	Iteration 85Q: 3 clusters Score -9903414 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 74728 members 
Entering Unmasked Estep 
Score: -9903468.000000 Penalty: 3668.096680
	Iteration 86Q: 3 clusters Score -9903468 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -9903551.000000 Penalty: 3668.096680
	Iteration 87Q: 3 clusters Score -9903551 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
Score: -9903627.000000 Penalty: 3668.096680
	Iteration 88Q: 3 clusters Score -9903627 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 75498 members 
Entering Unmasked Estep 
Score: -9903700.000000 Penalty: 3668.096680
	Iteration 89Q: 3 clusters Score -9903700 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 75712 members 
Entering Unmasked Estep 
Score: -9903777.000000 Penalty: 3668.096680
	Iteration 90Q: 3 clusters Score -9903777 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 75908 members 
Entering Unmasked Estep 
Score: -9903800.000000 Penalty: 3668.096680
	Iteration 91Q: 3 clusters Score -9903800 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 76098 members 
Entering Unmasked Estep 
Score: -9903879.000000 Penalty: 3668.096680
	Iteration 92Q: 3 clusters Score -9903879 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 76287 members 
Entering Unmasked Estep 
Score: -9903963.000000 Penalty: 3668.096680
	Iteration 93Q: 3 clusters Score -9903963 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 76490 members 
Entering Unmasked Estep 
Score: -9904020.000000 Penalty: 3668.096680
	Iteration 94Q: 3 clusters Score -9904020 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 76683 members 
Entering Unmasked Estep 
Score: -9904073.000000 Penalty: 3668.096680
	Iteration 95Q: 3 clusters Score -9904073 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 76850 members 
Entering Unmasked Estep 
Score: -9904101.000000 Penalty: 3668.096680
	Iteration 96Q: 3 clusters Score -9904101 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 76999 members 
Entering Unmasked Estep 
Score: -9904147.000000 Penalty: 3668.096680
	Iteration 97Q: 3 clusters Score -9904147 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 77129 members 
Entering Unmasked Estep 
Score: -9904183.000000 Penalty: 3668.096680
	Iteration 98Q: 3 clusters Score -9904183 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 77261 members 
Entering Unmasked Estep 
Score: -9904212.000000 Penalty: 3668.096680
	Iteration 99Q: 3 clusters Score -9904212 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 77388 members 
Entering Unmasked Estep 
Score: -9904255.000000 Penalty: 3668.096680
	Iteration 100F: 3 clusters Score -9904255 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 77510 members 
Entering Unmasked Estep 
Score: -9904291.000000 Penalty: 3668.096680
	Iteration 101Q: 3 clusters Score -9904291 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 77633 members 
Entering Unmasked Estep 
Score: -9904328.000000 Penalty: 3668.096680
	Iteration 102Q: 3 clusters Score -9904328 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -9904363.000000 Penalty: 3668.096680
	Iteration 103Q: 3 clusters Score -9904363 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 77797 members 
Entering Unmasked Estep 
Score: -9904373.000000 Penalty: 3668.096680
	Iteration 104Q: 3 clusters Score -9904373 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
Score: -9904388.000000 Penalty: 3668.096680
	Iteration 105Q: 3 clusters Score -9904388 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 77905 members 
Entering Unmasked Estep 
Score: -9904376.000000 Penalty: 3668.096680
	Iteration 106Q: 3 clusters Score -9904376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -9904389.000000 Penalty: 3668.096680
	Iteration 107Q: 3 clusters Score -9904389 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 77973 members 
Entering Unmasked Estep 
Score: -9904421.000000 Penalty: 3668.096680
	Iteration 108Q: 3 clusters Score -9904421 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 78019 members 
Entering Unmasked Estep 
Score: -9904430.000000 Penalty: 3668.096680
	Iteration 109Q: 3 clusters Score -9904430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 78069 members 
Entering Unmasked Estep 
Score: -9904457.000000 Penalty: 3668.096680
	Iteration 110Q: 3 clusters Score -9904457 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -9904474.000000 Penalty: 3668.096680
	Iteration 111Q: 3 clusters Score -9904474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 78159 members 
Entering Unmasked Estep 
Score: -9904485.000000 Penalty: 3668.096680
	Iteration 112Q: 3 clusters Score -9904485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 78202 members 
Entering Unmasked Estep 
Score: -9904490.000000 Penalty: 3668.096680
	Iteration 113Q: 3 clusters Score -9904490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 78236 members 
Entering Unmasked Estep 
Score: -9904505.000000 Penalty: 3668.096680
	Iteration 114Q: 3 clusters Score -9904505 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
Score: -9904514.000000 Penalty: 3668.096680
	Iteration 115Q: 3 clusters Score -9904514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 78302 members 
Entering Unmasked Estep 
Score: -9904540.000000 Penalty: 3668.096680
	Iteration 116Q: 3 clusters Score -9904540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 78333 members 
Entering Unmasked Estep 
Score: -9904561.000000 Penalty: 3668.096680
	Iteration 117Q: 3 clusters Score -9904561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 78358 members 
Entering Unmasked Estep 
Score: -9904557.000000 Penalty: 3668.096680
	Iteration 118Q: 3 clusters Score -9904557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 78376 members 
Entering Unmasked Estep 
Score: -9904558.000000 Penalty: 3668.096680
	Iteration 119Q: 3 clusters Score -9904558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 78392 members 
Entering Unmasked Estep 
Score: -9904569.000000 Penalty: 3668.096680
	Iteration 120F: 3 clusters Score -9904569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -9904566.000000 Penalty: 3668.096680
	Iteration 121Q: 3 clusters Score -9904566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
Score: -9904594.000000 Penalty: 3668.096680
	Iteration 122Q: 3 clusters Score -9904594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 78442 members 
Entering Unmasked Estep 
Score: -9904590.000000 Penalty: 3668.096680
	Iteration 123Q: 3 clusters Score -9904590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 78454 members 
Entering Unmasked Estep 
Score: -9904590.000000 Penalty: 3668.096680
	Iteration 124Q: 3 clusters Score -9904590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 78466 members 
Entering Unmasked Estep 
Score: -9904603.000000 Penalty: 3668.096680
	Iteration 125Q: 3 clusters Score -9904603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -9904594.000000 Penalty: 3668.096680
	Iteration 126Q: 3 clusters Score -9904594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -9904602.000000 Penalty: 3668.096680
	Iteration 127Q: 3 clusters Score -9904602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -9904596.000000 Penalty: 3668.096680
	Iteration 128Q: 3 clusters Score -9904596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 78490 members 
Entering Unmasked Estep 
Score: -9904594.000000 Penalty: 3668.096680
	Iteration 129Q: 3 clusters Score -9904594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 78494 members 
Entering Unmasked Estep 
Score: -9904612.000000 Penalty: 3668.096680
	Iteration 130Q: 3 clusters Score -9904612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 78497 members 
Entering Unmasked Estep 
Score: -9904607.000000 Penalty: 3668.096680
	Iteration 131Q: 3 clusters Score -9904607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 78505 members 
Entering Unmasked Estep 
Score: -9904610.000000 Penalty: 3668.096680
	Iteration 132Q: 3 clusters Score -9904610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
Score: -9904603.000000 Penalty: 3668.096680
	Iteration 133Q: 3 clusters Score -9904603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -9904608.000000 Penalty: 3668.096680
	Iteration 134Q: 3 clusters Score -9904608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 78526 members 
Entering Unmasked Estep 
Score: -9904615.000000 Penalty: 3668.096680
	Iteration 135Q: 3 clusters Score -9904615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 78532 members 
Entering Unmasked Estep 
Score: -9904610.000000 Penalty: 3668.096680
	Iteration 136Q: 3 clusters Score -9904610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -9904612.000000 Penalty: 3668.096680
	Iteration 137Q: 3 clusters Score -9904612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -9904618.000000 Penalty: 3668.096680
	Iteration 138Q: 3 clusters Score -9904618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 78550 members 
Entering Unmasked Estep 
Score: -9904611.000000 Penalty: 3668.096680
	Iteration 139Q: 3 clusters Score -9904611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 78553 members 
Entering Unmasked Estep 
Score: -9904613.000000 Penalty: 3668.096680
	Iteration 140F: 3 clusters Score -9904613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Entering Unmasked Estep 
Score: -567211.250000 Penalty: 1368.325073
	Iteration 0F: 2 clusters Score -567211.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -563491.875000 Penalty: 2736.650146
	Iteration 0F: 3 clusters Score -563491.9 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -564491.187500 Penalty: 2736.650146
	Iteration 1F: 3 clusters Score -564491.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -564662.187500 Penalty: 2736.650146
	Iteration 2F: 3 clusters Score -564662.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -564767.250000 Penalty: 2736.650146
	Iteration 3F: 3 clusters Score -564767.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -564835.000000 Penalty: 2736.650146
	Iteration 4Q: 3 clusters Score -564835 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -564889.062500 Penalty: 2736.650146
	Iteration 5Q: 3 clusters Score -564889.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -564934.125000 Penalty: 2736.650146
	Iteration 6Q: 3 clusters Score -564934.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -564967.375000 Penalty: 2736.650146
	Iteration 7Q: 3 clusters Score -564967.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -564992.875000 Penalty: 2736.650146
	Iteration 8Q: 3 clusters Score -564992.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -565020.125000 Penalty: 2736.650146
	Iteration 9Q: 3 clusters Score -565020.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -565044.250000 Penalty: 2736.650146
	Iteration 10Q: 3 clusters Score -565044.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -565064.062500 Penalty: 2736.650146
	Iteration 11Q: 3 clusters Score -565064.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -565078.687500 Penalty: 2736.650146
	Iteration 12Q: 3 clusters Score -565078.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -565089.250000 Penalty: 2736.650146
	Iteration 13Q: 3 clusters Score -565089.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -565101.625000 Penalty: 2736.650146
	Iteration 14Q: 3 clusters Score -565101.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -565112.750000 Penalty: 2736.650146
	Iteration 15Q: 3 clusters Score -565112.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -565123.125000 Penalty: 2736.650146
	Iteration 16Q: 3 clusters Score -565123.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -565131.937500 Penalty: 2736.650146
	Iteration 17Q: 3 clusters Score -565131.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -565137.562500 Penalty: 2736.650146
	Iteration 18Q: 3 clusters Score -565137.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -565144.000000 Penalty: 2736.650146
	Iteration 19Q: 3 clusters Score -565144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -565152.187500 Penalty: 2736.650146
	Iteration 20F: 3 clusters Score -565152.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -565160.625000 Penalty: 2736.650146
	Iteration 21Q: 3 clusters Score -565160.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -565171.062500 Penalty: 2736.650146
	Iteration 22Q: 3 clusters Score -565171.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -565179.062500 Penalty: 2736.650146
	Iteration 23Q: 3 clusters Score -565179.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -565187.125000 Penalty: 2736.650146
	Iteration 24Q: 3 clusters Score -565187.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -565194.562500 Penalty: 2736.650146
	Iteration 25Q: 3 clusters Score -565194.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -565202.562500 Penalty: 2736.650146
	Iteration 26Q: 3 clusters Score -565202.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -565216.687500 Penalty: 2736.650146
	Iteration 27Q: 3 clusters Score -565216.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -565230.687500 Penalty: 2736.650146
	Iteration 28Q: 3 clusters Score -565230.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -565254.812500 Penalty: 2736.650146
	Iteration 29Q: 3 clusters Score -565254.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -565274.875000 Penalty: 2736.650146
	Iteration 30Q: 3 clusters Score -565274.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -565309.937500 Penalty: 2736.650146
	Iteration 31Q: 3 clusters Score -565309.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -565359.875000 Penalty: 2736.650146
	Iteration 32Q: 3 clusters Score -565359.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -565415.812500 Penalty: 2736.650146
	Iteration 33Q: 3 clusters Score -565415.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -565471.125000 Penalty: 2736.650146
	Iteration 34Q: 3 clusters Score -565471.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -565532.062500 Penalty: 2736.650146
	Iteration 35Q: 3 clusters Score -565532.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -565594.750000 Penalty: 2736.650146
	Iteration 36Q: 3 clusters Score -565594.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -565653.437500 Penalty: 2736.650146
	Iteration 37Q: 3 clusters Score -565653.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -565705.500000 Penalty: 2736.650146
	Iteration 38Q: 3 clusters Score -565705.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -565773.187500 Penalty: 2736.650146
	Iteration 39Q: 3 clusters Score -565773.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -565830.687500 Penalty: 2736.650146
	Iteration 40F: 3 clusters Score -565830.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -565876.062500 Penalty: 2736.650146
	Iteration 41Q: 3 clusters Score -565876.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -565908.312500 Penalty: 2736.650146
	Iteration 42Q: 3 clusters Score -565908.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -565934.250000 Penalty: 2736.650146
	Iteration 43Q: 3 clusters Score -565934.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -565960.812500 Penalty: 2736.650146
	Iteration 44Q: 3 clusters Score -565960.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -565977.187500 Penalty: 2736.650146
	Iteration 45Q: 3 clusters Score -565977.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -565988.000000 Penalty: 2736.650146
	Iteration 46Q: 3 clusters Score -565988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -565992.562500 Penalty: 2736.650146
	Iteration 47Q: 3 clusters Score -565992.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -566001.812500 Penalty: 2736.650146
	Iteration 48Q: 3 clusters Score -566001.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -566006.250000 Penalty: 2736.650146
	Iteration 49Q: 3 clusters Score -566006.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -566009.500000 Penalty: 2736.650146
	Iteration 50Q: 3 clusters Score -566009.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -566013.187500 Penalty: 2736.650146
	Iteration 51Q: 3 clusters Score -566013.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -566015.937500 Penalty: 2736.650146
	Iteration 52Q: 3 clusters Score -566015.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -566017.250000 Penalty: 2736.650146
	Iteration 53Q: 3 clusters Score -566017.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -566018.562500 Penalty: 2736.650146
	Iteration 54Q: 3 clusters Score -566018.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -566018.562500 Penalty: 2736.650146
	Iteration 55F: 3 clusters Score -566018.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Entering Unmasked Estep 
Score: -368042.937500 Penalty: 1297.253540
	Iteration 0F: 2 clusters Score -368042.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -365370.406250 Penalty: 2594.507080
	Iteration 0F: 3 clusters Score -365370.4 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -366025.437500 Penalty: 2594.507080
	Iteration 1F: 3 clusters Score -366025.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -366150.500000 Penalty: 2594.507080
	Iteration 2F: 3 clusters Score -366150.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -366217.218750 Penalty: 2594.507080
	Iteration 3Q: 3 clusters Score -366217.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -366264.593750 Penalty: 2594.507080
	Iteration 4Q: 3 clusters Score -366264.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -366297.781250 Penalty: 2594.507080
	Iteration 5Q: 3 clusters Score -366297.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -366320.906250 Penalty: 2594.507080
	Iteration 6Q: 3 clusters Score -366320.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -366342.406250 Penalty: 2594.507080
	Iteration 7Q: 3 clusters Score -366342.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -366360.125000 Penalty: 2594.507080
	Iteration 8Q: 3 clusters Score -366360.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -366370.593750 Penalty: 2594.507080
	Iteration 9Q: 3 clusters Score -366370.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -366378.750000 Penalty: 2594.507080
	Iteration 10Q: 3 clusters Score -366378.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -366386.375000 Penalty: 2594.507080
	Iteration 11Q: 3 clusters Score -366386.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -366395.093750 Penalty: 2594.507080
	Iteration 12Q: 3 clusters Score -366395.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -366407.031250 Penalty: 2594.507080
	Iteration 13Q: 3 clusters Score -366407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -366421.906250 Penalty: 2594.507080
	Iteration 14Q: 3 clusters Score -366421.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -366438.000000 Penalty: 2594.507080
	Iteration 15Q: 3 clusters Score -366438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -366449.093750 Penalty: 2594.507080
	Iteration 16Q: 3 clusters Score -366449.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -366457.500000 Penalty: 2594.507080
	Iteration 17Q: 3 clusters Score -366457.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -366467.968750 Penalty: 2594.507080
	Iteration 18Q: 3 clusters Score -366468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -366475.906250 Penalty: 2594.507080
	Iteration 19Q: 3 clusters Score -366475.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -366487.000000 Penalty: 2594.507080
	Iteration 20F: 3 clusters Score -366487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -366496.187500 Penalty: 2594.507080
	Iteration 21Q: 3 clusters Score -366496.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -366503.968750 Penalty: 2594.507080
	Iteration 22Q: 3 clusters Score -366504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -366511.937500 Penalty: 2594.507080
	Iteration 23Q: 3 clusters Score -366511.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -366520.062500 Penalty: 2594.507080
	Iteration 24Q: 3 clusters Score -366520.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -366526.125000 Penalty: 2594.507080
	Iteration 25Q: 3 clusters Score -366526.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -366533.093750 Penalty: 2594.507080
	Iteration 26Q: 3 clusters Score -366533.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -366538.031250 Penalty: 2594.507080
	Iteration 27Q: 3 clusters Score -366538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -366544.312500 Penalty: 2594.507080
	Iteration 28Q: 3 clusters Score -366544.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -366551.000000 Penalty: 2594.507080
	Iteration 29Q: 3 clusters Score -366551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -366562.218750 Penalty: 2594.507080
	Iteration 30Q: 3 clusters Score -366562.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -366575.687500 Penalty: 2594.507080
	Iteration 31Q: 3 clusters Score -366575.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -366587.187500 Penalty: 2594.507080
	Iteration 32Q: 3 clusters Score -366587.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -366594.656250 Penalty: 2594.507080
	Iteration 33Q: 3 clusters Score -366594.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -366598.718750 Penalty: 2594.507080
	Iteration 34Q: 3 clusters Score -366598.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -366598.750000 Penalty: 2594.507080
	Iteration 35Q: 3 clusters Score -366598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -366600.218750 Penalty: 2594.507080
	Iteration 36Q: 3 clusters Score -366600.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -366603.406250 Penalty: 2594.507080
	Iteration 37Q: 3 clusters Score -366603.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -366606.343750 Penalty: 2594.507080
	Iteration 38Q: 3 clusters Score -366606.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -366608.593750 Penalty: 2594.507080
	Iteration 39Q: 3 clusters Score -366608.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -366611.000000 Penalty: 2594.507080
	Iteration 40F: 3 clusters Score -366611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -366614.562500 Penalty: 2594.507080
	Iteration 41Q: 3 clusters Score -366614.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -366619.000000 Penalty: 2594.507080
	Iteration 42Q: 3 clusters Score -366619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -366622.375000 Penalty: 2594.507080
	Iteration 43Q: 3 clusters Score -366622.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -366625.406250 Penalty: 2594.507080
	Iteration 44Q: 3 clusters Score -366625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -366627.937500 Penalty: 2594.507080
	Iteration 45Q: 3 clusters Score -366627.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -366634.593750 Penalty: 2594.507080
	Iteration 46Q: 3 clusters Score -366634.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -366645.093750 Penalty: 2594.507080
	Iteration 47Q: 3 clusters Score -366645.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -366652.468750 Penalty: 2594.507080
	Iteration 48Q: 3 clusters Score -366652.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -366659.093750 Penalty: 2594.507080
	Iteration 49Q: 3 clusters Score -366659.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -366662.406250 Penalty: 2594.507080
	Iteration 50Q: 3 clusters Score -366662.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -366669.031250 Penalty: 2594.507080
	Iteration 51Q: 3 clusters Score -366669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -366671.750000 Penalty: 2594.507080
	Iteration 52Q: 3 clusters Score -366671.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -366675.500000 Penalty: 2594.507080
	Iteration 53Q: 3 clusters Score -366675.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -366679.000000 Penalty: 2594.507080
	Iteration 54Q: 3 clusters Score -366679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -366683.187500 Penalty: 2594.507080
	Iteration 55Q: 3 clusters Score -366683.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -366688.093750 Penalty: 2594.507080
	Iteration 56Q: 3 clusters Score -366688.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -366691.531250 Penalty: 2594.507080
	Iteration 57Q: 3 clusters Score -366691.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -366693.625000 Penalty: 2594.507080
	Iteration 58Q: 3 clusters Score -366693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -366695.875000 Penalty: 2594.507080
	Iteration 59Q: 3 clusters Score -366695.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -366697.750000 Penalty: 2594.507080
	Iteration 60F: 3 clusters Score -366697.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -366698.843750 Penalty: 2594.507080
	Iteration 61Q: 3 clusters Score -366698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -366701.218750 Penalty: 2594.507080
	Iteration 62Q: 3 clusters Score -366701.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -366702.625000 Penalty: 2594.507080
	Iteration 63Q: 3 clusters Score -366702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -366704.093750 Penalty: 2594.507080
	Iteration 64Q: 3 clusters Score -366704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -366705.812500 Penalty: 2594.507080
	Iteration 65Q: 3 clusters Score -366705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -366707.343750 Penalty: 2594.507080
	Iteration 66Q: 3 clusters Score -366707.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -366711.031250 Penalty: 2594.507080
	Iteration 67Q: 3 clusters Score -366711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -366715.937500 Penalty: 2594.507080
	Iteration 68Q: 3 clusters Score -366715.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -366724.500000 Penalty: 2594.507080
	Iteration 69Q: 3 clusters Score -366724.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -366733.968750 Penalty: 2594.507080
	Iteration 70Q: 3 clusters Score -366734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -366741.093750 Penalty: 2594.507080
	Iteration 71Q: 3 clusters Score -366741.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -366747.906250 Penalty: 2594.507080
	Iteration 72Q: 3 clusters Score -366747.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -366754.562500 Penalty: 2594.507080
	Iteration 73Q: 3 clusters Score -366754.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -366757.687500 Penalty: 2594.507080
	Iteration 74Q: 3 clusters Score -366757.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -366759.968750 Penalty: 2594.507080
	Iteration 75Q: 3 clusters Score -366760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -366762.312500 Penalty: 2594.507080
	Iteration 76Q: 3 clusters Score -366762.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -366765.968750 Penalty: 2594.507080
	Iteration 77Q: 3 clusters Score -366766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -366772.968750 Penalty: 2594.507080
	Iteration 78Q: 3 clusters Score -366773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -366779.406250 Penalty: 2594.507080
	Iteration 79Q: 3 clusters Score -366779.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -366786.781250 Penalty: 2594.507080
	Iteration 80F: 3 clusters Score -366786.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -366793.093750 Penalty: 2594.507080
	Iteration 81Q: 3 clusters Score -366793.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -366798.500000 Penalty: 2594.507080
	Iteration 82Q: 3 clusters Score -366798.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -366804.812500 Penalty: 2594.507080
	Iteration 83Q: 3 clusters Score -366804.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -366811.375000 Penalty: 2594.507080
	Iteration 84Q: 3 clusters Score -366811.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -366814.562500 Penalty: 2594.507080
	Iteration 85Q: 3 clusters Score -366814.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -366817.718750 Penalty: 2594.507080
	Iteration 86Q: 3 clusters Score -366817.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -366820.968750 Penalty: 2594.507080
	Iteration 87Q: 3 clusters Score -366821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -366826.718750 Penalty: 2594.507080
	Iteration 88Q: 3 clusters Score -366826.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -366828.437500 Penalty: 2594.507080
	Iteration 89Q: 3 clusters Score -366828.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -366832.968750 Penalty: 2594.507080
	Iteration 90Q: 3 clusters Score -366833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -366838.218750 Penalty: 2594.507080
	Iteration 91Q: 3 clusters Score -366838.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -366839.562500 Penalty: 2594.507080
	Iteration 92Q: 3 clusters Score -366839.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -366841.812500 Penalty: 2594.507080
	Iteration 93Q: 3 clusters Score -366841.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -366842.312500 Penalty: 2594.507080
	Iteration 94Q: 3 clusters Score -366842.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -366842.312500 Penalty: 2594.507080
	Iteration 95F: 3 clusters Score -366842.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -95875.468750 Penalty: 1082.759033
	Iteration 0F: 2 clusters Score -95875.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -94601.312500 Penalty: 2165.518066
	Iteration 0F: 3 clusters Score -94601.31 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -94789.851562 Penalty: 2165.518066
	Iteration 1F: 3 clusters Score -94789.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -94841.226562 Penalty: 2165.518066
	Iteration 2F: 3 clusters Score -94841.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -94857.953125 Penalty: 2165.518066
	Iteration 3Q: 3 clusters Score -94857.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -94868.921875 Penalty: 2165.518066
	Iteration 4Q: 3 clusters Score -94868.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -94878.054688 Penalty: 2165.518066
	Iteration 5Q: 3 clusters Score -94878.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -94881.234375 Penalty: 2165.518066
	Iteration 6Q: 3 clusters Score -94881.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -94886.976562 Penalty: 2165.518066
	Iteration 7Q: 3 clusters Score -94886.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -94890.664062 Penalty: 2165.518066
	Iteration 8Q: 3 clusters Score -94890.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -94894.632812 Penalty: 2165.518066
	Iteration 9Q: 3 clusters Score -94894.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -94898.726562 Penalty: 2165.518066
	Iteration 10Q: 3 clusters Score -94898.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -94900.585938 Penalty: 2165.518066
	Iteration 11Q: 3 clusters Score -94900.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -94900.585938 Penalty: 2165.518066
	Iteration 12F: 3 clusters Score -94900.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56104.304688 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56104.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -55173.511719 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55173.51 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -55285.335938 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55285.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -55306.597656 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -55316.988281 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55316.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55321.117188 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55321.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -55324.949219 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55324.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -55324.949219 Penalty: 1890.561035
	Iteration 6F: 3 clusters Score -55324.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Entering Unmasked Estep 
Score: -2818630.250000 Penalty: 1633.833740
	Iteration 0F: 2 clusters Score -2818630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2802789.000000 Penalty: 3267.667480
	Iteration 0F: 3 clusters Score -2802789 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2808401.500000 Penalty: 3267.667480
	Iteration 1F: 3 clusters Score -2808402 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2808684.750000 Penalty: 3267.667480
	Iteration 2Q: 3 clusters Score -2808685 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2808958.250000 Penalty: 3267.667480
	Iteration 3Q: 3 clusters Score -2808958 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2809262.500000 Penalty: 3267.667480
	Iteration 4Q: 3 clusters Score -2809262 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2809732.500000 Penalty: 3267.667480
	Iteration 5Q: 3 clusters Score -2809732 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2810423.750000 Penalty: 3267.667480
	Iteration 6F: 3 clusters Score -2810424 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2811466.250000 Penalty: 3267.667480
	Iteration 7F: 3 clusters Score -2811466 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2813019.500000 Penalty: 3267.667480
	Iteration 8F: 3 clusters Score -2813020 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2814693.250000 Penalty: 3267.667480
	Iteration 9F: 3 clusters Score -2814693 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2815955.000000 Penalty: 3267.667480
	Iteration 10F: 3 clusters Score -2815955 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2816678.000000 Penalty: 3267.667480
	Iteration 11Q: 3 clusters Score -2816678 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2816972.750000 Penalty: 3267.667480
	Iteration 12Q: 3 clusters Score -2816973 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2817082.250000 Penalty: 3267.667480
	Iteration 13Q: 3 clusters Score -2817082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2817142.000000 Penalty: 3267.667480
	Iteration 14Q: 3 clusters Score -2817142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2817184.750000 Penalty: 3267.667480
	Iteration 15Q: 3 clusters Score -2817185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2817210.500000 Penalty: 3267.667480
	Iteration 16Q: 3 clusters Score -2817210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2817239.000000 Penalty: 3267.667480
	Iteration 17Q: 3 clusters Score -2817239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2817257.500000 Penalty: 3267.667480
	Iteration 18Q: 3 clusters Score -2817258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2817265.000000 Penalty: 3267.667480
	Iteration 19Q: 3 clusters Score -2817265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2817266.000000 Penalty: 3267.667480
	Iteration 20F: 3 clusters Score -2817266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2817270.750000 Penalty: 3267.667480
	Iteration 21Q: 3 clusters Score -2817271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2817270.750000 Penalty: 3267.667480
	Iteration 22F: 3 clusters Score -2817271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (79274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79274 members 
Entering Unmasked Estep 
Score: -9815356.000000 Penalty: 1833.108154
	Iteration 0F: 2 clusters Score -9815356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -9764005.000000 Penalty: 3666.216309
	Iteration 0F: 3 clusters Score -9764005 nChanged 37768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -9785312.000000 Penalty: 3666.216309
	Iteration 1F: 3 clusters Score -9785312 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -9785660.000000 Penalty: 3666.216309
	Iteration 2Q: 3 clusters Score -9785660 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -9786189.000000 Penalty: 3666.216309
	Iteration 3Q: 3 clusters Score -9786189 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -9786536.000000 Penalty: 3666.216309
	Iteration 4Q: 3 clusters Score -9786536 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -9787122.000000 Penalty: 3666.216309
	Iteration 5Q: 3 clusters Score -9787122 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -9787866.000000 Penalty: 3666.216309
	Iteration 6Q: 3 clusters Score -9787866 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -9789085.000000 Penalty: 3666.216309
	Iteration 7Q: 3 clusters Score -9789085 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -9791233.000000 Penalty: 3666.216309
	Iteration 8F: 3 clusters Score -9791233 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -9795026.000000 Penalty: 3666.216309
	Iteration 9F: 3 clusters Score -9795026 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -9800301.000000 Penalty: 3666.216309
	Iteration 10F: 3 clusters Score -9800301 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 71164 members 
Entering Unmasked Estep 
Score: -9805993.000000 Penalty: 3666.216309
	Iteration 11F: 3 clusters Score -9805993 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 75605 members 
Entering Unmasked Estep 
Score: -9810177.000000 Penalty: 3666.216309
	Iteration 12F: 3 clusters Score -9810177 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 77913 members 
Entering Unmasked Estep 
Score: -9812383.000000 Penalty: 3666.216309
	Iteration 13Q: 3 clusters Score -9812383 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 78745 members 
Entering Unmasked Estep 
Score: -9813231.000000 Penalty: 3666.216309
	Iteration 14Q: 3 clusters Score -9813231 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 78997 members 
Entering Unmasked Estep 
Score: -9813509.000000 Penalty: 3666.216309
	Iteration 15Q: 3 clusters Score -9813509 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -9813629.000000 Penalty: 3666.216309
	Iteration 16Q: 3 clusters Score -9813629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 79095 members 
Entering Unmasked Estep 
Score: -9813675.000000 Penalty: 3666.216309
	Iteration 17Q: 3 clusters Score -9813675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 79103 members 
Entering Unmasked Estep 
Score: -9813694.000000 Penalty: 3666.216309
	Iteration 18Q: 3 clusters Score -9813694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 79105 members 
Entering Unmasked Estep 
Score: -9813706.000000 Penalty: 3666.216309
	Iteration 19Q: 3 clusters Score -9813706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 79106 members 
Entering Unmasked Estep 
Score: -9813717.000000 Penalty: 3666.216309
	Iteration 20F: 3 clusters Score -9813717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -9813721.000000 Penalty: 3666.216309
	Iteration 21Q: 3 clusters Score -9813721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -9813728.000000 Penalty: 3666.216309
	Iteration 22Q: 3 clusters Score -9813728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
Score: -9813736.000000 Penalty: 3666.216309
	Iteration 23Q: 3 clusters Score -9813736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
Score: -9813736.000000 Penalty: 3666.216309
	Iteration 24F: 3 clusters Score -9813736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -300635.000000 Penalty: 1266.859497
	Iteration 0F: 2 clusters Score -300635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -298259.312500 Penalty: 2533.718994
	Iteration 0F: 3 clusters Score -298259.3 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -298777.781250 Penalty: 2533.718994
	Iteration 1F: 3 clusters Score -298777.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -298894.812500 Penalty: 2533.718994
	Iteration 2F: 3 clusters Score -298894.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -298951.437500 Penalty: 2533.718994
	Iteration 3Q: 3 clusters Score -298951.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -298995.500000 Penalty: 2533.718994
	Iteration 4Q: 3 clusters Score -298995.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -299028.531250 Penalty: 2533.718994
	Iteration 5Q: 3 clusters Score -299028.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -299052.687500 Penalty: 2533.718994
	Iteration 6Q: 3 clusters Score -299052.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -299070.562500 Penalty: 2533.718994
	Iteration 7Q: 3 clusters Score -299070.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -299088.156250 Penalty: 2533.718994
	Iteration 8Q: 3 clusters Score -299088.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -299108.281250 Penalty: 2533.718994
	Iteration 9Q: 3 clusters Score -299108.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -299124.156250 Penalty: 2533.718994
	Iteration 10Q: 3 clusters Score -299124.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -299138.343750 Penalty: 2533.718994
	Iteration 11Q: 3 clusters Score -299138.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -299150.437500 Penalty: 2533.718994
	Iteration 12Q: 3 clusters Score -299150.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -299160.968750 Penalty: 2533.718994
	Iteration 13Q: 3 clusters Score -299161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -299170.062500 Penalty: 2533.718994
	Iteration 14Q: 3 clusters Score -299170.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -299177.031250 Penalty: 2533.718994
	Iteration 15Q: 3 clusters Score -299177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -299185.343750 Penalty: 2533.718994
	Iteration 16Q: 3 clusters Score -299185.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -299194.031250 Penalty: 2533.718994
	Iteration 17Q: 3 clusters Score -299194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -299204.312500 Penalty: 2533.718994
	Iteration 18Q: 3 clusters Score -299204.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -299211.093750 Penalty: 2533.718994
	Iteration 19Q: 3 clusters Score -299211.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -299215.218750 Penalty: 2533.718994
	Iteration 20F: 3 clusters Score -299215.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -299219.437500 Penalty: 2533.718994
	Iteration 21Q: 3 clusters Score -299219.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -299224.750000 Penalty: 2533.718994
	Iteration 22Q: 3 clusters Score -299224.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -299232.062500 Penalty: 2533.718994
	Iteration 23Q: 3 clusters Score -299232.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -299240.906250 Penalty: 2533.718994
	Iteration 24Q: 3 clusters Score -299240.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -299250.625000 Penalty: 2533.718994
	Iteration 25Q: 3 clusters Score -299250.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -299258.843750 Penalty: 2533.718994
	Iteration 26Q: 3 clusters Score -299258.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -299264.281250 Penalty: 2533.718994
	Iteration 27Q: 3 clusters Score -299264.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -299269.750000 Penalty: 2533.718994
	Iteration 28Q: 3 clusters Score -299269.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -299275.531250 Penalty: 2533.718994
	Iteration 29Q: 3 clusters Score -299275.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -299280.968750 Penalty: 2533.718994
	Iteration 30Q: 3 clusters Score -299281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -299286.500000 Penalty: 2533.718994
	Iteration 31Q: 3 clusters Score -299286.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -299290.781250 Penalty: 2533.718994
	Iteration 32Q: 3 clusters Score -299290.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -299294.000000 Penalty: 2533.718994
	Iteration 33Q: 3 clusters Score -299294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -299296.218750 Penalty: 2533.718994
	Iteration 34Q: 3 clusters Score -299296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -299297.250000 Penalty: 2533.718994
	Iteration 35Q: 3 clusters Score -299297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -299299.406250 Penalty: 2533.718994
	Iteration 36Q: 3 clusters Score -299299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -299301.375000 Penalty: 2533.718994
	Iteration 37Q: 3 clusters Score -299301.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -299303.281250 Penalty: 2533.718994
	Iteration 38Q: 3 clusters Score -299303.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -299306.281250 Penalty: 2533.718994
	Iteration 39Q: 3 clusters Score -299306.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -299309.781250 Penalty: 2533.718994
	Iteration 40F: 3 clusters Score -299309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -299311.312500 Penalty: 2533.718994
	Iteration 41Q: 3 clusters Score -299311.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -299311.875000 Penalty: 2533.718994
	Iteration 42Q: 3 clusters Score -299311.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -299312.343750 Penalty: 2533.718994
	Iteration 43Q: 3 clusters Score -299312.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -299312.343750 Penalty: 2533.718994
	Iteration 44F: 3 clusters Score -299312.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -555344.250000 Penalty: 1362.604858
	Iteration 0F: 2 clusters Score -555344.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -551720.687500 Penalty: 2725.209717
	Iteration 0F: 3 clusters Score -551720.7 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -552631.250000 Penalty: 2725.209717
	Iteration 1F: 3 clusters Score -552631.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -552791.312500 Penalty: 2725.209717
	Iteration 2F: 3 clusters Score -552791.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -552890.687500 Penalty: 2725.209717
	Iteration 3F: 3 clusters Score -552890.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -552963.062500 Penalty: 2725.209717
	Iteration 4Q: 3 clusters Score -552963.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -553021.250000 Penalty: 2725.209717
	Iteration 5Q: 3 clusters Score -553021.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -553057.250000 Penalty: 2725.209717
	Iteration 6Q: 3 clusters Score -553057.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -553090.062500 Penalty: 2725.209717
	Iteration 7Q: 3 clusters Score -553090.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -553111.937500 Penalty: 2725.209717
	Iteration 8Q: 3 clusters Score -553111.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -553128.562500 Penalty: 2725.209717
	Iteration 9Q: 3 clusters Score -553128.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -553143.125000 Penalty: 2725.209717
	Iteration 10Q: 3 clusters Score -553143.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -553157.000000 Penalty: 2725.209717
	Iteration 11Q: 3 clusters Score -553157 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -553169.375000 Penalty: 2725.209717
	Iteration 12Q: 3 clusters Score -553169.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -553176.750000 Penalty: 2725.209717
	Iteration 13Q: 3 clusters Score -553176.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -553183.437500 Penalty: 2725.209717
	Iteration 14Q: 3 clusters Score -553183.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -553191.562500 Penalty: 2725.209717
	Iteration 15Q: 3 clusters Score -553191.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -553197.000000 Penalty: 2725.209717
	Iteration 16Q: 3 clusters Score -553197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -553204.687500 Penalty: 2725.209717
	Iteration 17Q: 3 clusters Score -553204.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -553218.000000 Penalty: 2725.209717
	Iteration 18Q: 3 clusters Score -553218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -553224.500000 Penalty: 2725.209717
	Iteration 19Q: 3 clusters Score -553224.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -553230.375000 Penalty: 2725.209717
	Iteration 20F: 3 clusters Score -553230.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -553235.937500 Penalty: 2725.209717
	Iteration 21Q: 3 clusters Score -553235.9 nChanged 17
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: -553240.687500 Penalty: 2725.209717
	Iteration 22Q: 3 clusters Score -553240.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -553245.687500 Penalty: 2725.209717
	Iteration 23Q: 3 clusters Score -553245.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -553249.562500 Penalty: 2725.209717
	Iteration 24Q: 3 clusters Score -553249.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -553255.187500 Penalty: 2725.209717
	Iteration 25Q: 3 clusters Score -553255.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -553257.375000 Penalty: 2725.209717
	Iteration 26Q: 3 clusters Score -553257.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -553259.250000 Penalty: 2725.209717
	Iteration 27Q: 3 clusters Score -553259.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -553261.000000 Penalty: 2725.209717
	Iteration 28Q: 3 clusters Score -553261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -553262.812500 Penalty: 2725.209717
	Iteration 29Q: 3 clusters Score -553262.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -553264.562500 Penalty: 2725.209717
	Iteration 30Q: 3 clusters Score -553264.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -553265.812500 Penalty: 2725.209717
	Iteration 31Q: 3 clusters Score -553265.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -553267.937500 Penalty: 2725.209717
	Iteration 32Q: 3 clusters Score -553267.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -553268.812500 Penalty: 2725.209717
	Iteration 33Q: 3 clusters Score -553268.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -553269.437500 Penalty: 2725.209717
	Iteration 34Q: 3 clusters Score -553269.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -553271.625000 Penalty: 2725.209717
	Iteration 35Q: 3 clusters Score -553271.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -553273.312500 Penalty: 2725.209717
	Iteration 36Q: 3 clusters Score -553273.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -553276.000000 Penalty: 2725.209717
	Iteration 37Q: 3 clusters Score -553276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -553277.812500 Penalty: 2725.209717
	Iteration 38Q: 3 clusters Score -553277.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -553279.187500 Penalty: 2725.209717
	Iteration 39Q: 3 clusters Score -553279.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -553282.750000 Penalty: 2725.209717
	Iteration 40F: 3 clusters Score -553282.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -553284.000000 Penalty: 2725.209717
	Iteration 41Q: 3 clusters Score -553284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -553285.375000 Penalty: 2725.209717
	Iteration 42Q: 3 clusters Score -553285.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -553287.750000 Penalty: 2725.209717
	Iteration 43Q: 3 clusters Score -553287.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -553290.375000 Penalty: 2725.209717
	Iteration 44Q: 3 clusters Score -553290.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -553293.750000 Penalty: 2725.209717
	Iteration 45Q: 3 clusters Score -553293.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -553296.625000 Penalty: 2725.209717
	Iteration 46Q: 3 clusters Score -553296.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -553296.500000 Penalty: 2725.209717
	Iteration 47Q: 3 clusters Score -553296.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -553300.687500 Penalty: 2725.209717
	Iteration 48Q: 3 clusters Score -553300.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -553301.250000 Penalty: 2725.209717
	Iteration 49Q: 3 clusters Score -553301.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -553302.500000 Penalty: 2725.209717
	Iteration 50Q: 3 clusters Score -553302.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -553303.125000 Penalty: 2725.209717
	Iteration 51Q: 3 clusters Score -553303.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -553304.875000 Penalty: 2725.209717
	Iteration 52Q: 3 clusters Score -553304.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -553308.125000 Penalty: 2725.209717
	Iteration 53Q: 3 clusters Score -553308.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -553309.687500 Penalty: 2725.209717
	Iteration 54Q: 3 clusters Score -553309.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -553313.625000 Penalty: 2725.209717
	Iteration 55Q: 3 clusters Score -553313.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -553315.750000 Penalty: 2725.209717
	Iteration 56Q: 3 clusters Score -553315.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -553318.750000 Penalty: 2725.209717
	Iteration 57Q: 3 clusters Score -553318.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -553320.437500 Penalty: 2725.209717
	Iteration 58Q: 3 clusters Score -553320.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -553324.312500 Penalty: 2725.209717
	Iteration 59Q: 3 clusters Score -553324.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -553325.000000 Penalty: 2725.209717
	Iteration 60F: 3 clusters Score -553325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -553326.750000 Penalty: 2725.209717
	Iteration 61Q: 3 clusters Score -553326.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -553329.812500 Penalty: 2725.209717
	Iteration 62Q: 3 clusters Score -553329.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -553333.000000 Penalty: 2725.209717
	Iteration 63Q: 3 clusters Score -553333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -553336.062500 Penalty: 2725.209717
	Iteration 64Q: 3 clusters Score -553336.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -553340.937500 Penalty: 2725.209717
	Iteration 65Q: 3 clusters Score -553340.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -553348.937500 Penalty: 2725.209717
	Iteration 66Q: 3 clusters Score -553348.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -553358.125000 Penalty: 2725.209717
	Iteration 67Q: 3 clusters Score -553358.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -553365.812500 Penalty: 2725.209717
	Iteration 68Q: 3 clusters Score -553365.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -553377.312500 Penalty: 2725.209717
	Iteration 69Q: 3 clusters Score -553377.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -553390.812500 Penalty: 2725.209717
	Iteration 70Q: 3 clusters Score -553390.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -553404.000000 Penalty: 2725.209717
	Iteration 71Q: 3 clusters Score -553404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -553416.500000 Penalty: 2725.209717
	Iteration 72Q: 3 clusters Score -553416.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -553431.750000 Penalty: 2725.209717
	Iteration 73Q: 3 clusters Score -553431.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -553452.375000 Penalty: 2725.209717
	Iteration 74Q: 3 clusters Score -553452.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -553475.250000 Penalty: 2725.209717
	Iteration 75Q: 3 clusters Score -553475.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -553501.250000 Penalty: 2725.209717
	Iteration 76Q: 3 clusters Score -553501.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -553527.750000 Penalty: 2725.209717
	Iteration 77Q: 3 clusters Score -553527.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -553555.000000 Penalty: 2725.209717
	Iteration 78Q: 3 clusters Score -553555 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -553576.937500 Penalty: 2725.209717
	Iteration 79Q: 3 clusters Score -553576.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -553606.687500 Penalty: 2725.209717
	Iteration 80F: 3 clusters Score -553606.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -553647.062500 Penalty: 2725.209717
	Iteration 81Q: 3 clusters Score -553647.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -553677.125000 Penalty: 2725.209717
	Iteration 82Q: 3 clusters Score -553677.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -553703.437500 Penalty: 2725.209717
	Iteration 83Q: 3 clusters Score -553703.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -553736.937500 Penalty: 2725.209717
	Iteration 84Q: 3 clusters Score -553736.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -553761.687500 Penalty: 2725.209717
	Iteration 85Q: 3 clusters Score -553761.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -553794.937500 Penalty: 2725.209717
	Iteration 86Q: 3 clusters Score -553794.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -553830.312500 Penalty: 2725.209717
	Iteration 87Q: 3 clusters Score -553830.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -553863.312500 Penalty: 2725.209717
	Iteration 88Q: 3 clusters Score -553863.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -553890.875000 Penalty: 2725.209717
	Iteration 89Q: 3 clusters Score -553890.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -553919.250000 Penalty: 2725.209717
	Iteration 90Q: 3 clusters Score -553919.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -553938.812500 Penalty: 2725.209717
	Iteration 91Q: 3 clusters Score -553938.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -553951.750000 Penalty: 2725.209717
	Iteration 92Q: 3 clusters Score -553951.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -553961.187500 Penalty: 2725.209717
	Iteration 93Q: 3 clusters Score -553961.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -553968.062500 Penalty: 2725.209717
	Iteration 94Q: 3 clusters Score -553968.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -553973.562500 Penalty: 2725.209717
	Iteration 95Q: 3 clusters Score -553973.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -553981.312500 Penalty: 2725.209717
	Iteration 96Q: 3 clusters Score -553981.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -553990.500000 Penalty: 2725.209717
	Iteration 97Q: 3 clusters Score -553990.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -553998.750000 Penalty: 2725.209717
	Iteration 98Q: 3 clusters Score -553998.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -554002.437500 Penalty: 2725.209717
	Iteration 99Q: 3 clusters Score -554002.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -554010.125000 Penalty: 2725.209717
	Iteration 100F: 3 clusters Score -554010.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -554021.062500 Penalty: 2725.209717
	Iteration 101Q: 3 clusters Score -554021.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -554033.500000 Penalty: 2725.209717
	Iteration 102Q: 3 clusters Score -554033.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -554047.437500 Penalty: 2725.209717
	Iteration 103Q: 3 clusters Score -554047.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -554062.062500 Penalty: 2725.209717
	Iteration 104Q: 3 clusters Score -554062.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -554063.687500 Penalty: 2725.209717
	Iteration 105Q: 3 clusters Score -554063.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -554066.000000 Penalty: 2725.209717
	Iteration 106Q: 3 clusters Score -554066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -554067.000000 Penalty: 2725.209717
	Iteration 107Q: 3 clusters Score -554067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -554068.687500 Penalty: 2725.209717
	Iteration 108Q: 3 clusters Score -554068.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -554068.937500 Penalty: 2725.209717
	Iteration 109Q: 3 clusters Score -554068.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -554069.750000 Penalty: 2725.209717
	Iteration 110Q: 3 clusters Score -554069.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -554069.750000 Penalty: 2725.209717
	Iteration 111F: 3 clusters Score -554069.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58753 members 
Mstep: Class 3 contains 61568 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42409 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 89682 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70681 members 
Mstep: Class 13 contains 79734 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23257 members 
Mstep: Class 22 contains 79274 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578776.000000 Penalty: 39018.101562
Iteration 479Q: 19 clusters Score -7.557878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58757 members 
Mstep: Class 3 contains 61567 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42408 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 89683 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70682 members 
Mstep: Class 13 contains 79733 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79268 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578808.000000 Penalty: 39018.101562
Iteration 480F: 19 clusters Score -7.557881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58755 members 
Mstep: Class 3 contains 61569 members 
Mstep: Class 4 contains 45979 members 
Mstep: Class 5 contains 42409 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89682 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70683 members 
Mstep: Class 13 contains 79732 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79268 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578840.000000 Penalty: 39018.101562
Iteration 481Q: 19 clusters Score -7.557884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58755 members 
Mstep: Class 3 contains 61569 members 
Mstep: Class 4 contains 45979 members 
Mstep: Class 5 contains 42410 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89682 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79732 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 22 contains 79266 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578824.000000 Penalty: 39018.101562
Iteration 482Q: 19 clusters Score -7.557882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58755 members 
Mstep: Class 3 contains 61569 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42411 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89682 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79731 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79264 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578816.000000 Penalty: 39018.101562
Iteration 483Q: 19 clusters Score -7.557882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58755 members 
Mstep: Class 3 contains 61569 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89683 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79732 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79261 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578824.000000 Penalty: 39018.101562
Iteration 484Q: 19 clusters Score -7.557882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58755 members 
Mstep: Class 3 contains 61570 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89681 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70685 members 
Mstep: Class 13 contains 79732 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79261 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578816.000000 Penalty: 39018.101562
Iteration 485Q: 19 clusters Score -7.557882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58755 members 
Mstep: Class 3 contains 61570 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89682 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79732 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79261 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578840.000000 Penalty: 39018.101562
Iteration 486Q: 19 clusters Score -7.557884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58755 members 
Mstep: Class 3 contains 61570 members 
Mstep: Class 4 contains 45981 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89681 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79732 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79261 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578848.000000 Penalty: 39018.101562
Iteration 487Q: 19 clusters Score -7.557885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58754 members 
Mstep: Class 3 contains 61570 members 
Mstep: Class 4 contains 45982 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89681 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79732 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79261 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578840.000000 Penalty: 39018.101562
Iteration 488Q: 19 clusters Score -7.557884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58754 members 
Mstep: Class 3 contains 61570 members 
Mstep: Class 4 contains 45982 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89682 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70683 members 
Mstep: Class 13 contains 79732 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79261 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578856.000000 Penalty: 39018.101562
Iteration 489Q: 19 clusters Score -7.557886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58754 members 
Mstep: Class 3 contains 61570 members 
Mstep: Class 4 contains 45982 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89682 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79732 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79260 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578856.000000 Penalty: 39018.101562
Iteration 490Q: 19 clusters Score -7.557886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58755 members 
Mstep: Class 3 contains 61570 members 
Mstep: Class 4 contains 45982 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89682 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79732 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79259 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578864.000000 Penalty: 39018.101562
Iteration 491Q: 19 clusters Score -7.557886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58755 members 
Mstep: Class 3 contains 61569 members 
Mstep: Class 4 contains 45982 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89682 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79732 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79260 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578840.000000 Penalty: 39018.101562
Iteration 492Q: 19 clusters Score -7.557884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 58755 members 
Mstep: Class 3 contains 61569 members 
Mstep: Class 4 contains 45982 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89682 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79732 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79260 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -75578840.000000 Penalty: 39018.101562
Iteration 493F: 19 clusters Score -7.557884e+07 nChanged 0
Entering ConstructFrom: 
Score: -75578840.000000 Penalty: 39018.101562
Entering ConstructFrom: 
Trying to split cluster 1 (1978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Entering Unmasked Estep 
Score: -223925.953125 Penalty: 1233.349243
	Iteration 0F: 2 clusters Score -223926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -221908.046875 Penalty: 2466.698486
	Iteration 0F: 3 clusters Score -221908 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -222348.437500 Penalty: 2466.698486
	Iteration 1F: 3 clusters Score -222348.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -222463.046875 Penalty: 2466.698486
	Iteration 2F: 3 clusters Score -222463 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -222533.343750 Penalty: 2466.698486
	Iteration 3Q: 3 clusters Score -222533.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -222589.671875 Penalty: 2466.698486
	Iteration 4Q: 3 clusters Score -222589.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -222636.312500 Penalty: 2466.698486
	Iteration 5Q: 3 clusters Score -222636.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -222693.875000 Penalty: 2466.698486
	Iteration 6Q: 3 clusters Score -222693.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -222769.734375 Penalty: 2466.698486
	Iteration 7Q: 3 clusters Score -222769.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -222871.328125 Penalty: 2466.698486
	Iteration 8Q: 3 clusters Score -222871.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -223034.562500 Penalty: 2466.698486
	Iteration 9F: 3 clusters Score -223034.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -223306.156250 Penalty: 2466.698486
	Iteration 10F: 3 clusters Score -223306.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -223578.671875 Penalty: 2466.698486
	Iteration 11F: 3 clusters Score -223578.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -223746.390625 Penalty: 2466.698486
	Iteration 12Q: 3 clusters Score -223746.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -223868.265625 Penalty: 2466.698486
	Iteration 13Q: 3 clusters Score -223868.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -223935.609375 Penalty: 2466.698486
	Iteration 14Q: 3 clusters Score -223935.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -223975.171875 Penalty: 2466.698486
	Iteration 15Q: 3 clusters Score -223975.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -224001.390625 Penalty: 2466.698486
	Iteration 16Q: 3 clusters Score -224001.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -224016.984375 Penalty: 2466.698486
	Iteration 17Q: 3 clusters Score -224017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -224035.062500 Penalty: 2466.698486
	Iteration 18Q: 3 clusters Score -224035.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -224038.593750 Penalty: 2466.698486
	Iteration 19Q: 3 clusters Score -224038.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -224039.984375 Penalty: 2466.698486
	Iteration 20F: 3 clusters Score -224040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 58755 members 
Mstep: Class 3 contains 61569 members 
Mstep: Class 4 contains 45982 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 89682 members 
Mstep: Class 9 contains 7349 members 
Mstep: Class 10 contains 70684 members 
Mstep: Class 13 contains 79732 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 17 contains 783 members 
Mstep: Class 18 contains 336 members 
Mstep: Class 20 contains 23260 members 
Mstep: Class 22 contains 79260 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 4382 members 
Entering Unmasked Estep 
Score: -75577976.000000 Penalty: 41185.773438
Splitting cluster 1 changes total score from -75578840.000000 to -75577976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (58755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Entering Unmasked Estep 
Score: -7314708.500000 Penalty: 1784.433838
	Iteration 0F: 2 clusters Score -7314708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -7275518.500000 Penalty: 3568.867676
	Iteration 0F: 3 clusters Score -7275518 nChanged 27898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -7291488.000000 Penalty: 3568.867676
	Iteration 1F: 3 clusters Score -7291488 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -7292070.500000 Penalty: 3568.867676
	Iteration 2Q: 3 clusters Score -7292070 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -7292669.000000 Penalty: 3568.867676
	Iteration 3Q: 3 clusters Score -7292669 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -7293438.500000 Penalty: 3568.867676
	Iteration 4Q: 3 clusters Score -7293438 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -7294544.500000 Penalty: 3568.867676
	Iteration 5Q: 3 clusters Score -7294544 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -7296213.500000 Penalty: 3568.867676
	Iteration 6Q: 3 clusters Score -7296214 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -7298615.000000 Penalty: 3568.867676
	Iteration 7F: 3 clusters Score -7298615 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -7301386.000000 Penalty: 3568.867676
	Iteration 8F: 3 clusters Score -7301386 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -7303815.000000 Penalty: 3568.867676
	Iteration 9F: 3 clusters Score -7303815 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -7305135.500000 Penalty: 3568.867676
	Iteration 10Q: 3 clusters Score -7305136 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -7305660.000000 Penalty: 3568.867676
	Iteration 11Q: 3 clusters Score -7305660 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -7305883.500000 Penalty: 3568.867676
	Iteration 12Q: 3 clusters Score -7305884 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -7306031.000000 Penalty: 3568.867676
	Iteration 13Q: 3 clusters Score -7306031 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -7306113.000000 Penalty: 3568.867676
	Iteration 14Q: 3 clusters Score -7306113 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -7306177.500000 Penalty: 3568.867676
	Iteration 15Q: 3 clusters Score -7306178 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -7306218.000000 Penalty: 3568.867676
	Iteration 16Q: 3 clusters Score -7306218 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -7306259.500000 Penalty: 3568.867676
	Iteration 17Q: 3 clusters Score -7306260 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -7306320.000000 Penalty: 3568.867676
	Iteration 18Q: 3 clusters Score -7306320 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -7306408.000000 Penalty: 3568.867676
	Iteration 19Q: 3 clusters Score -7306408 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -7306444.500000 Penalty: 3568.867676
	Iteration 20F: 3 clusters Score -7306444 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -7306527.500000 Penalty: 3568.867676
	Iteration 21Q: 3 clusters Score -7306528 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -7306595.500000 Penalty: 3568.867676
	Iteration 22Q: 3 clusters Score -7306596 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -7306631.000000 Penalty: 3568.867676
	Iteration 23Q: 3 clusters Score -7306631 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -7306716.500000 Penalty: 3568.867676
	Iteration 24Q: 3 clusters Score -7306716 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -7306782.500000 Penalty: 3568.867676
	Iteration 25Q: 3 clusters Score -7306782 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -7306808.500000 Penalty: 3568.867676
	Iteration 26Q: 3 clusters Score -7306808 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -7306827.000000 Penalty: 3568.867676
	Iteration 27Q: 3 clusters Score -7306827 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -7306870.000000 Penalty: 3568.867676
	Iteration 28Q: 3 clusters Score -7306870 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -7306914.500000 Penalty: 3568.867676
	Iteration 29Q: 3 clusters Score -7306914 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -7306988.000000 Penalty: 3568.867676
	Iteration 30Q: 3 clusters Score -7306988 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -7307061.000000 Penalty: 3568.867676
	Iteration 31Q: 3 clusters Score -7307061 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -7307086.000000 Penalty: 3568.867676
	Iteration 32Q: 3 clusters Score -7307086 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -7307115.500000 Penalty: 3568.867676
	Iteration 33Q: 3 clusters Score -7307116 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -7307134.500000 Penalty: 3568.867676
	Iteration 34Q: 3 clusters Score -7307134 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -7307201.000000 Penalty: 3568.867676
	Iteration 35Q: 3 clusters Score -7307201 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -7307232.000000 Penalty: 3568.867676
	Iteration 36Q: 3 clusters Score -7307232 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -7307266.500000 Penalty: 3568.867676
	Iteration 37Q: 3 clusters Score -7307266 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -7307274.000000 Penalty: 3568.867676
	Iteration 38Q: 3 clusters Score -7307274 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -7307266.000000 Penalty: 3568.867676
	Iteration 39Q: 3 clusters Score -7307266 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -7307300.500000 Penalty: 3568.867676
	Iteration 40F: 3 clusters Score -7307300 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -7307334.500000 Penalty: 3568.867676
	Iteration 41Q: 3 clusters Score -7307334 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -7307357.500000 Penalty: 3568.867676
	Iteration 42Q: 3 clusters Score -7307358 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -7307358.000000 Penalty: 3568.867676
	Iteration 43Q: 3 clusters Score -7307358 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -7307382.000000 Penalty: 3568.867676
	Iteration 44Q: 3 clusters Score -7307382 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -7307404.500000 Penalty: 3568.867676
	Iteration 45Q: 3 clusters Score -7307404 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -7307422.000000 Penalty: 3568.867676
	Iteration 46Q: 3 clusters Score -7307422 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -7307419.000000 Penalty: 3568.867676
	Iteration 47Q: 3 clusters Score -7307419 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -7307434.500000 Penalty: 3568.867676
	Iteration 48Q: 3 clusters Score -7307434 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -7307432.500000 Penalty: 3568.867676
	Iteration 49Q: 3 clusters Score -7307432 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -7307423.000000 Penalty: 3568.867676
	Iteration 50Q: 3 clusters Score -7307423 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -7307426.500000 Penalty: 3568.867676
	Iteration 51Q: 3 clusters Score -7307426 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -7307423.000000 Penalty: 3568.867676
	Iteration 52Q: 3 clusters Score -7307423 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -7307426.000000 Penalty: 3568.867676
	Iteration 53Q: 3 clusters Score -7307426 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -7307439.000000 Penalty: 3568.867676
	Iteration 54Q: 3 clusters Score -7307439 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -7307453.000000 Penalty: 3568.867676
	Iteration 55Q: 3 clusters Score -7307453 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -7307445.500000 Penalty: 3568.867676
	Iteration 56Q: 3 clusters Score -7307446 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -7307458.000000 Penalty: 3568.867676
	Iteration 57Q: 3 clusters Score -7307458 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -7307477.500000 Penalty: 3568.867676
	Iteration 58Q: 3 clusters Score -7307478 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -7307469.000000 Penalty: 3568.867676
	Iteration 59Q: 3 clusters Score -7307469 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -7307462.500000 Penalty: 3568.867676
	Iteration 60F: 3 clusters Score -7307462 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -7307465.000000 Penalty: 3568.867676
	Iteration 61Q: 3 clusters Score -7307465 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -7307477.500000 Penalty: 3568.867676
	Iteration 62Q: 3 clusters Score -7307478 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -7307482.500000 Penalty: 3568.867676
	Iteration 63Q: 3 clusters Score -7307482 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -7307471.500000 Penalty: 3568.867676
	Iteration 64Q: 3 clusters Score -7307472 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -7307468.000000 Penalty: 3568.867676
	Iteration 65Q: 3 clusters Score -7307468 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -7307476.000000 Penalty: 3568.867676
	Iteration 66Q: 3 clusters Score -7307476 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -7307496.000000 Penalty: 3568.867676
	Iteration 67Q: 3 clusters Score -7307496 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -7307508.500000 Penalty: 3568.867676
	Iteration 68Q: 3 clusters Score -7307508 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -7307520.000000 Penalty: 3568.867676
	Iteration 69Q: 3 clusters Score -7307520 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -7307530.500000 Penalty: 3568.867676
	Iteration 70Q: 3 clusters Score -7307530 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -7307556.000000 Penalty: 3568.867676
	Iteration 71Q: 3 clusters Score -7307556 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -7307577.000000 Penalty: 3568.867676
	Iteration 72Q: 3 clusters Score -7307577 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -7307592.500000 Penalty: 3568.867676
	Iteration 73Q: 3 clusters Score -7307592 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -7307607.500000 Penalty: 3568.867676
	Iteration 74Q: 3 clusters Score -7307608 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -7307606.500000 Penalty: 3568.867676
	Iteration 75Q: 3 clusters Score -7307606 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -7307611.000000 Penalty: 3568.867676
	Iteration 76Q: 3 clusters Score -7307611 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -7307645.000000 Penalty: 3568.867676
	Iteration 77Q: 3 clusters Score -7307645 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -7307650.500000 Penalty: 3568.867676
	Iteration 78Q: 3 clusters Score -7307650 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -7307658.000000 Penalty: 3568.867676
	Iteration 79Q: 3 clusters Score -7307658 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -7307684.500000 Penalty: 3568.867676
	Iteration 80F: 3 clusters Score -7307684 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -7307697.000000 Penalty: 3568.867676
	Iteration 81Q: 3 clusters Score -7307697 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -7307727.000000 Penalty: 3568.867676
	Iteration 82Q: 3 clusters Score -7307727 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -7307721.000000 Penalty: 3568.867676
	Iteration 83Q: 3 clusters Score -7307721 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -7307713.500000 Penalty: 3568.867676
	Iteration 84Q: 3 clusters Score -7307714 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -7307733.500000 Penalty: 3568.867676
	Iteration 85Q: 3 clusters Score -7307734 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -7307755.500000 Penalty: 3568.867676
	Iteration 86Q: 3 clusters Score -7307756 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -7307805.000000 Penalty: 3568.867676
	Iteration 87Q: 3 clusters Score -7307805 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -7307812.500000 Penalty: 3568.867676
	Iteration 88Q: 3 clusters Score -7307812 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -7307819.000000 Penalty: 3568.867676
	Iteration 89Q: 3 clusters Score -7307819 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -7307844.500000 Penalty: 3568.867676
	Iteration 90Q: 3 clusters Score -7307844 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -7307841.500000 Penalty: 3568.867676
	Iteration 91Q: 3 clusters Score -7307842 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -7307851.500000 Penalty: 3568.867676
	Iteration 92Q: 3 clusters Score -7307852 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -7307864.000000 Penalty: 3568.867676
	Iteration 93Q: 3 clusters Score -7307864 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -7307875.000000 Penalty: 3568.867676
	Iteration 94Q: 3 clusters Score -7307875 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -7307916.500000 Penalty: 3568.867676
	Iteration 95Q: 3 clusters Score -7307916 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -7307911.500000 Penalty: 3568.867676
	Iteration 96Q: 3 clusters Score -7307912 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -7307944.500000 Penalty: 3568.867676
	Iteration 97Q: 3 clusters Score -7307944 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -7307950.500000 Penalty: 3568.867676
	Iteration 98Q: 3 clusters Score -7307950 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -7307969.500000 Penalty: 3568.867676
	Iteration 99Q: 3 clusters Score -7307970 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -7307984.500000 Penalty: 3568.867676
	Iteration 100F: 3 clusters Score -7307984 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -7308004.000000 Penalty: 3568.867676
	Iteration 101Q: 3 clusters Score -7308004 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -7308006.000000 Penalty: 3568.867676
	Iteration 102Q: 3 clusters Score -7308006 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -7308027.500000 Penalty: 3568.867676
	Iteration 103Q: 3 clusters Score -7308028 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -7308059.000000 Penalty: 3568.867676
	Iteration 104Q: 3 clusters Score -7308059 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -7308097.000000 Penalty: 3568.867676
	Iteration 105Q: 3 clusters Score -7308097 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -7308148.000000 Penalty: 3568.867676
	Iteration 106Q: 3 clusters Score -7308148 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -7308194.500000 Penalty: 3568.867676
	Iteration 107Q: 3 clusters Score -7308194 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -7308214.500000 Penalty: 3568.867676
	Iteration 108Q: 3 clusters Score -7308214 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -7308220.000000 Penalty: 3568.867676
	Iteration 109Q: 3 clusters Score -7308220 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -7308249.500000 Penalty: 3568.867676
	Iteration 110Q: 3 clusters Score -7308250 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -7308264.500000 Penalty: 3568.867676
	Iteration 111Q: 3 clusters Score -7308264 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -7308252.000000 Penalty: 3568.867676
	Iteration 112Q: 3 clusters Score -7308252 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -7308283.000000 Penalty: 3568.867676
	Iteration 113Q: 3 clusters Score -7308283 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -7308332.500000 Penalty: 3568.867676
	Iteration 114Q: 3 clusters Score -7308332 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -7308340.500000 Penalty: 3568.867676
	Iteration 115Q: 3 clusters Score -7308340 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -7308398.500000 Penalty: 3568.867676
	Iteration 116Q: 3 clusters Score -7308398 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -7308437.000000 Penalty: 3568.867676
	Iteration 117Q: 3 clusters Score -7308437 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -7308481.000000 Penalty: 3568.867676
	Iteration 118Q: 3 clusters Score -7308481 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -7308570.000000 Penalty: 3568.867676
	Iteration 119Q: 3 clusters Score -7308570 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -7308676.500000 Penalty: 3568.867676
	Iteration 120F: 3 clusters Score -7308676 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -7308790.000000 Penalty: 3568.867676
	Iteration 121Q: 3 clusters Score -7308790 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -7308871.500000 Penalty: 3568.867676
	Iteration 122Q: 3 clusters Score -7308872 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -7308984.000000 Penalty: 3568.867676
	Iteration 123Q: 3 clusters Score -7308984 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -7309108.000000 Penalty: 3568.867676
	Iteration 124Q: 3 clusters Score -7309108 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -7309251.000000 Penalty: 3568.867676
	Iteration 125Q: 3 clusters Score -7309251 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -7309376.000000 Penalty: 3568.867676
	Iteration 126Q: 3 clusters Score -7309376 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -7309531.500000 Penalty: 3568.867676
	Iteration 127Q: 3 clusters Score -7309532 nChanged 676
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -7309689.500000 Penalty: 3568.867676
	Iteration 128Q: 3 clusters Score -7309690 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -7309871.500000 Penalty: 3568.867676
	Iteration 129Q: 3 clusters Score -7309872 nChanged 707
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7310117 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7310367 nChanged 788
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7310604 nChanged 804
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7310888 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -7311133.500000 Penalty: 3568.867676
	Iteration 134Q: 3 clusters Score -7311134 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51090 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -7311350.000000 Penalty: 3568.867676
	Iteration 135Q: 3 clusters Score -7311350 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -7311523.500000 Penalty: 3568.867676
	Iteration 136Q: 3 clusters Score -7311524 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -7311714.500000 Penalty: 3568.867676
	Iteration 137Q: 3 clusters Score -7311714 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7311911 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -7312106.000000 Penalty: 3568.867676
	Iteration 139Q: 3 clusters Score -7312106 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -7312272.500000 Penalty: 3568.867676
	Iteration 140F: 3 clusters Score -7312272 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7312398 nChanged 418
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7312547 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7312641 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -7312722.500000 Penalty: 3568.867676
	Iteration 144Q: 3 clusters Score -7312722 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7312778 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7312854.000000 Penalty: 3568.867676
	Iteration 146Q: 3 clusters Score -7312854 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7312945.000000 Penalty: 3568.867676
	Iteration 147Q: 3 clusters Score -7312945 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7312996.000000 Penalty: 3568.867676
	Iteration 148Q: 3 clusters Score -7312996 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7313065.500000 Penalty: 3568.867676
	Iteration 149Q: 3 clusters Score -7313066 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7313088.500000 Penalty: 3568.867676
	Iteration 150Q: 3 clusters Score -7313088 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7313138.500000 Penalty: 3568.867676
	Iteration 151Q: 3 clusters Score -7313138 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -7313158.000000 Penalty: 3568.867676
	Iteration 152Q: 3 clusters Score -7313158 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7313171.000000 Penalty: 3568.867676
	Iteration 153Q: 3 clusters Score -7313171 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7313172.000000 Penalty: 3568.867676
	Iteration 154Q: 3 clusters Score -7313172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7313179.000000 Penalty: 3568.867676
	Iteration 155Q: 3 clusters Score -7313179 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7313205.500000 Penalty: 3568.867676
	Iteration 156Q: 3 clusters Score -7313206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7313226.500000 Penalty: 3568.867676
	Iteration 157Q: 3 clusters Score -7313226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7313225.500000 Penalty: 3568.867676
	Iteration 158Q: 3 clusters Score -7313226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7313222.000000 Penalty: 3568.867676
	Iteration 159Q: 3 clusters Score -7313222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7313230.500000 Penalty: 3568.867676
	Iteration 160F: 3 clusters Score -7313230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -7313241.500000 Penalty: 3568.867676
	Iteration 161Q: 3 clusters Score -7313242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7313242.000000 Penalty: 3568.867676
	Iteration 162Q: 3 clusters Score -7313242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7313242.500000 Penalty: 3568.867676
	Iteration 163Q: 3 clusters Score -7313242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7313249.000000 Penalty: 3568.867676
	Iteration 164Q: 3 clusters Score -7313249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57621 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7313250.000000 Penalty: 3568.867676
	Iteration 165Q: 3 clusters Score -7313250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7313256.500000 Penalty: 3568.867676
	Iteration 166Q: 3 clusters Score -7313256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7313276.000000 Penalty: 3568.867676
	Iteration 167Q: 3 clusters Score -7313276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7313273.000000 Penalty: 3568.867676
	Iteration 168Q: 3 clusters Score -7313273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7313271.000000 Penalty: 3568.867676
	Iteration 169Q: 3 clusters Score -7313271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7313284.000000 Penalty: 3568.867676
	Iteration 170Q: 3 clusters Score -7313284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7313282.500000 Penalty: 3568.867676
	Iteration 171Q: 3 clusters Score -7313282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -7313282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7313291.000000 Penalty: 3568.867676
	Iteration 173Q: 3 clusters Score -7313291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7313287.000000 Penalty: 3568.867676
	Iteration 174Q: 3 clusters Score -7313287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7313301.500000 Penalty: 3568.867676
	Iteration 175Q: 3 clusters Score -7313302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7313306.000000 Penalty: 3568.867676
	Iteration 176Q: 3 clusters Score -7313306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7313311.500000 Penalty: 3568.867676
	Iteration 177Q: 3 clusters Score -7313312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7313314.000000 Penalty: 3568.867676
	Iteration 178Q: 3 clusters Score -7313314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7313319.500000 Penalty: 3568.867676
	Iteration 179Q: 3 clusters Score -7313320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7313329.000000 Penalty: 3568.867676
	Iteration 180F: 3 clusters Score -7313329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7313331.000000 Penalty: 3568.867676
	Iteration 181Q: 3 clusters Score -7313331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -7313327.500000 Penalty: 3568.867676
	Iteration 182Q: 3 clusters Score -7313328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7313326.000000 Penalty: 3568.867676
	Iteration 183Q: 3 clusters Score -7313326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7313327.500000 Penalty: 3568.867676
	Iteration 184Q: 3 clusters Score -7313328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57885 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7313326.000000 Penalty: 3568.867676
	Iteration 185Q: 3 clusters Score -7313326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57888 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7313330.500000 Penalty: 3568.867676
	Iteration 186Q: 3 clusters Score -7313330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57894 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7313332.500000 Penalty: 3568.867676
	Iteration 187Q: 3 clusters Score -7313332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7313334.000000 Penalty: 3568.867676
	Iteration 188Q: 3 clusters Score -7313334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7313333.500000 Penalty: 3568.867676
	Iteration 189Q: 3 clusters Score -7313334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7313336.000000 Penalty: 3568.867676
	Iteration 190Q: 3 clusters Score -7313336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7313344.500000 Penalty: 3568.867676
	Iteration 191Q: 3 clusters Score -7313344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57921 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7313348.500000 Penalty: 3568.867676
	Iteration 192Q: 3 clusters Score -7313348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7313344.000000 Penalty: 3568.867676
	Iteration 193Q: 3 clusters Score -7313344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -7313344 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
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	Iteration 195F: 3 clusters Score -7313344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61569 members 
Entering Unmasked Estep 
Score: -7666339.000000 Penalty: 1792.036011
	Iteration 0F: 2 clusters Score -7666339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7625710 nChanged 28966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7642017 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7642672 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7643758 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -7645264.000000 Penalty: 3584.072021
	Iteration 4Q: 3 clusters Score -7645264 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -7647611.500000 Penalty: 3584.072021
	Iteration 5F: 3 clusters Score -7647612 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -7650900.500000 Penalty: 3584.072021
	Iteration 6F: 3 clusters Score -7650900 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -7654537.000000 Penalty: 3584.072021
	Iteration 7F: 3 clusters Score -7654537 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -7657114.000000 Penalty: 3584.072021
	Iteration 8F: 3 clusters Score -7657114 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -7658217.500000 Penalty: 3584.072021
	Iteration 9Q: 3 clusters Score -7658218 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -7658767.500000 Penalty: 3584.072021
	Iteration 10Q: 3 clusters Score -7658768 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -7659097.000000 Penalty: 3584.072021
	Iteration 11Q: 3 clusters Score -7659097 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -7659364.500000 Penalty: 3584.072021
	Iteration 12Q: 3 clusters Score -7659364 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -7659632.000000 Penalty: 3584.072021
	Iteration 13Q: 3 clusters Score -7659632 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -7659913.500000 Penalty: 3584.072021
	Iteration 14Q: 3 clusters Score -7659914 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -7660103.000000 Penalty: 3584.072021
	Iteration 15Q: 3 clusters Score -7660103 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -7660238.000000 Penalty: 3584.072021
	Iteration 16Q: 3 clusters Score -7660238 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -7660451.000000 Penalty: 3584.072021
	Iteration 17Q: 3 clusters Score -7660451 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -7660601.000000 Penalty: 3584.072021
	Iteration 18Q: 3 clusters Score -7660601 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -7660759.000000 Penalty: 3584.072021
	Iteration 19Q: 3 clusters Score -7660759 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -7660930.000000 Penalty: 3584.072021
	Iteration 20F: 3 clusters Score -7660930 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -7661105.500000 Penalty: 3584.072021
	Iteration 21Q: 3 clusters Score -7661106 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -7661299.500000 Penalty: 3584.072021
	Iteration 22Q: 3 clusters Score -7661300 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -7661502.500000 Penalty: 3584.072021
	Iteration 23Q: 3 clusters Score -7661502 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -7661686.000000 Penalty: 3584.072021
	Iteration 24Q: 3 clusters Score -7661686 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -7661924.500000 Penalty: 3584.072021
	Iteration 25Q: 3 clusters Score -7661924 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -7662133.000000 Penalty: 3584.072021
	Iteration 26Q: 3 clusters Score -7662133 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -7662388.500000 Penalty: 3584.072021
	Iteration 27Q: 3 clusters Score -7662388 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -7662631.000000 Penalty: 3584.072021
	Iteration 28Q: 3 clusters Score -7662631 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -7662898.500000 Penalty: 3584.072021
	Iteration 29Q: 3 clusters Score -7662898 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -7663168.500000 Penalty: 3584.072021
	Iteration 30Q: 3 clusters Score -7663168 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -7663402.500000 Penalty: 3584.072021
	Iteration 31Q: 3 clusters Score -7663402 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -7663665.500000 Penalty: 3584.072021
	Iteration 32Q: 3 clusters Score -7663666 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -7663933.000000 Penalty: 3584.072021
	Iteration 33Q: 3 clusters Score -7663933 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -7664129.000000 Penalty: 3584.072021
	Iteration 34Q: 3 clusters Score -7664129 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -7664423.000000 Penalty: 3584.072021
	Iteration 35Q: 3 clusters Score -7664423 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -7664643.500000 Penalty: 3584.072021
	Iteration 36Q: 3 clusters Score -7664644 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -7664844.000000 Penalty: 3584.072021
	Iteration 37Q: 3 clusters Score -7664844 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7665000.500000 Penalty: 3584.072021
	Iteration 38Q: 3 clusters Score -7665000 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7665123.500000 Penalty: 3584.072021
	Iteration 39Q: 3 clusters Score -7665124 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7665212.000000 Penalty: 3584.072021
	Iteration 40F: 3 clusters Score -7665212 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59938 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7665293.000000 Penalty: 3584.072021
	Iteration 41Q: 3 clusters Score -7665293 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7665303.000000 Penalty: 3584.072021
	Iteration 42Q: 3 clusters Score -7665303 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60209 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7665347.500000 Penalty: 3584.072021
	Iteration 43Q: 3 clusters Score -7665348 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7665383.000000 Penalty: 3584.072021
	Iteration 44Q: 3 clusters Score -7665383 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60386 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7665392.500000 Penalty: 3584.072021
	Iteration 45Q: 3 clusters Score -7665392 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7665413.500000 Penalty: 3584.072021
	Iteration 46Q: 3 clusters Score -7665414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7665431.500000 Penalty: 3584.072021
	Iteration 47Q: 3 clusters Score -7665432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60537 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7665442.000000 Penalty: 3584.072021
	Iteration 48Q: 3 clusters Score -7665442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7665444.500000 Penalty: 3584.072021
	Iteration 49Q: 3 clusters Score -7665444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7665457.000000 Penalty: 3584.072021
	Iteration 50Q: 3 clusters Score -7665457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7665452.500000 Penalty: 3584.072021
	Iteration 51Q: 3 clusters Score -7665452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7665462.500000 Penalty: 3584.072021
	Iteration 52Q: 3 clusters Score -7665462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7665467.500000 Penalty: 3584.072021
	Iteration 53Q: 3 clusters Score -7665468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7665473.000000 Penalty: 3584.072021
	Iteration 54Q: 3 clusters Score -7665473 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60764 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7665471.000000 Penalty: 3584.072021
	Iteration 55Q: 3 clusters Score -7665471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7665468.000000 Penalty: 3584.072021
	Iteration 56Q: 3 clusters Score -7665468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7665474.500000 Penalty: 3584.072021
	Iteration 57Q: 3 clusters Score -7665474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7665480.000000 Penalty: 3584.072021
	Iteration 58Q: 3 clusters Score -7665480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60836 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7665481.000000 Penalty: 3584.072021
	Iteration 59Q: 3 clusters Score -7665481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7665484.500000 Penalty: 3584.072021
	Iteration 60F: 3 clusters Score -7665484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60845 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7665486.500000 Penalty: 3584.072021
	Iteration 61Q: 3 clusters Score -7665486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7665484.500000 Penalty: 3584.072021
	Iteration 62Q: 3 clusters Score -7665484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7665484.000000 Penalty: 3584.072021
	Iteration 63Q: 3 clusters Score -7665484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7665477.000000 Penalty: 3584.072021
	Iteration 64Q: 3 clusters Score -7665477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7665481.000000 Penalty: 3584.072021
	Iteration 65Q: 3 clusters Score -7665481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60867 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7665484.500000 Penalty: 3584.072021
	Iteration 66Q: 3 clusters Score -7665484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7665478.500000 Penalty: 3584.072021
	Iteration 67Q: 3 clusters Score -7665478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60868 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7665478.500000 Penalty: 3584.072021
	Iteration 68F: 3 clusters Score -7665478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Entering Unmasked Estep 
Score: -5713876.000000 Penalty: 1744.600952
	Iteration 0F: 2 clusters Score -5713876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -5682999.500000 Penalty: 3489.201904
	Iteration 0F: 3 clusters Score -5683000 nChanged 21495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -5695045.500000 Penalty: 3489.201904
	Iteration 1F: 3 clusters Score -5695046 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -5695470.000000 Penalty: 3489.201904
	Iteration 2Q: 3 clusters Score -5695470 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -5695806.500000 Penalty: 3489.201904
	Iteration 3Q: 3 clusters Score -5695806 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -5696204.000000 Penalty: 3489.201904
	Iteration 4Q: 3 clusters Score -5696204 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -5696681.000000 Penalty: 3489.201904
	Iteration 5Q: 3 clusters Score -5696681 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -5697538.000000 Penalty: 3489.201904
	Iteration 6Q: 3 clusters Score -5697538 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -5698941.500000 Penalty: 3489.201904
	Iteration 7F: 3 clusters Score -5698942 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -5701288.000000 Penalty: 3489.201904
	Iteration 8F: 3 clusters Score -5701288 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -5704367.500000 Penalty: 3489.201904
	Iteration 9F: 3 clusters Score -5704368 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -5707505.500000 Penalty: 3489.201904
	Iteration 10F: 3 clusters Score -5707506 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -5709703.500000 Penalty: 3489.201904
	Iteration 11Q: 3 clusters Score -5709704 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -5710900.000000 Penalty: 3489.201904
	Iteration 12Q: 3 clusters Score -5710900 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -5711438.500000 Penalty: 3489.201904
	Iteration 13Q: 3 clusters Score -5711438 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -5711819.000000 Penalty: 3489.201904
	Iteration 14Q: 3 clusters Score -5711819 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -5712016.000000 Penalty: 3489.201904
	Iteration 15Q: 3 clusters Score -5712016 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -5712178.500000 Penalty: 3489.201904
	Iteration 16Q: 3 clusters Score -5712178 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -5712301.500000 Penalty: 3489.201904
	Iteration 17Q: 3 clusters Score -5712302 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -5712370.000000 Penalty: 3489.201904
	Iteration 18Q: 3 clusters Score -5712370 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -5712443.500000 Penalty: 3489.201904
	Iteration 19Q: 3 clusters Score -5712444 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -5712487.500000 Penalty: 3489.201904
	Iteration 20F: 3 clusters Score -5712488 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -5712569.000000 Penalty: 3489.201904
	Iteration 21Q: 3 clusters Score -5712569 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -5712642.000000 Penalty: 3489.201904
	Iteration 22Q: 3 clusters Score -5712642 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -5712688.500000 Penalty: 3489.201904
	Iteration 23Q: 3 clusters Score -5712688 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -5712735.000000 Penalty: 3489.201904
	Iteration 24Q: 3 clusters Score -5712735 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -5712755.500000 Penalty: 3489.201904
	Iteration 25Q: 3 clusters Score -5712756 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -5712771.000000 Penalty: 3489.201904
	Iteration 26Q: 3 clusters Score -5712771 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -5712801.500000 Penalty: 3489.201904
	Iteration 27Q: 3 clusters Score -5712802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -5712819.500000 Penalty: 3489.201904
	Iteration 28Q: 3 clusters Score -5712820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -5712829.000000 Penalty: 3489.201904
	Iteration 29Q: 3 clusters Score -5712829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -5712840.000000 Penalty: 3489.201904
	Iteration 30Q: 3 clusters Score -5712840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -5712847.000000 Penalty: 3489.201904
	Iteration 31Q: 3 clusters Score -5712847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -5712848.000000 Penalty: 3489.201904
	Iteration 32Q: 3 clusters Score -5712848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -5712857.000000 Penalty: 3489.201904
	Iteration 33Q: 3 clusters Score -5712857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -5712853.500000 Penalty: 3489.201904
	Iteration 34Q: 3 clusters Score -5712854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -5712861.500000 Penalty: 3489.201904
	Iteration 35Q: 3 clusters Score -5712862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -5712868.500000 Penalty: 3489.201904
	Iteration 36Q: 3 clusters Score -5712868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -5712868.000000 Penalty: 3489.201904
	Iteration 37Q: 3 clusters Score -5712868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -5712867.500000 Penalty: 3489.201904
	Iteration 38Q: 3 clusters Score -5712868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -5712874.500000 Penalty: 3489.201904
	Iteration 39Q: 3 clusters Score -5712874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -5712867.000000 Penalty: 3489.201904
	Iteration 40F: 3 clusters Score -5712867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -5712870.000000 Penalty: 3489.201904
	Iteration 41Q: 3 clusters Score -5712870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -5712871.500000 Penalty: 3489.201904
	Iteration 42Q: 3 clusters Score -5712872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -5712871.000000 Penalty: 3489.201904
	Iteration 43Q: 3 clusters Score -5712871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -5712866.500000 Penalty: 3489.201904
	Iteration 44Q: 3 clusters Score -5712866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -5712865.500000 Penalty: 3489.201904
	Iteration 45Q: 3 clusters Score -5712866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -5712869.000000 Penalty: 3489.201904
	Iteration 46Q: 3 clusters Score -5712869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -5712874.000000 Penalty: 3489.201904
	Iteration 47Q: 3 clusters Score -5712874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -5712873.000000 Penalty: 3489.201904
	Iteration 48Q: 3 clusters Score -5712873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -5712875.500000 Penalty: 3489.201904
	Iteration 49Q: 3 clusters Score -5712876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -5712875.500000 Penalty: 3489.201904
	Iteration 50F: 3 clusters Score -5712876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Entering Unmasked Estep 
Score: -5274350.500000 Penalty: 1731.467773
	Iteration 0F: 2 clusters Score -5274350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -5245842.500000 Penalty: 3462.935547
	Iteration 0F: 3 clusters Score -5245842 nChanged 19877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -5257069.500000 Penalty: 3462.935547
	Iteration 1F: 3 clusters Score -5257070 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -5257629.000000 Penalty: 3462.935547
	Iteration 2Q: 3 clusters Score -5257629 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -5258223.500000 Penalty: 3462.935547
	Iteration 3Q: 3 clusters Score -5258224 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -5258923.500000 Penalty: 3462.935547
	Iteration 4Q: 3 clusters Score -5258924 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -5259983.500000 Penalty: 3462.935547
	Iteration 5F: 3 clusters Score -5259984 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -5261622.000000 Penalty: 3462.935547
	Iteration 6F: 3 clusters Score -5261622 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -5263931.000000 Penalty: 3462.935547
	Iteration 7F: 3 clusters Score -5263931 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -5266593.000000 Penalty: 3462.935547
	Iteration 8F: 3 clusters Score -5266593 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -5268942.000000 Penalty: 3462.935547
	Iteration 9F: 3 clusters Score -5268942 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -5270495.500000 Penalty: 3462.935547
	Iteration 10Q: 3 clusters Score -5270496 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -5271274.000000 Penalty: 3462.935547
	Iteration 11Q: 3 clusters Score -5271274 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -5271697.500000 Penalty: 3462.935547
	Iteration 12Q: 3 clusters Score -5271698 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -5271984.500000 Penalty: 3462.935547
	Iteration 13Q: 3 clusters Score -5271984 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -5272184.500000 Penalty: 3462.935547
	Iteration 14Q: 3 clusters Score -5272184 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -5272331.500000 Penalty: 3462.935547
	Iteration 15Q: 3 clusters Score -5272332 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -5272404.000000 Penalty: 3462.935547
	Iteration 16Q: 3 clusters Score -5272404 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -5272465.500000 Penalty: 3462.935547
	Iteration 17Q: 3 clusters Score -5272466 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -5272523.000000 Penalty: 3462.935547
	Iteration 18Q: 3 clusters Score -5272523 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -5272589.000000 Penalty: 3462.935547
	Iteration 19Q: 3 clusters Score -5272589 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -5272629.500000 Penalty: 3462.935547
	Iteration 20F: 3 clusters Score -5272630 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -5272655.000000 Penalty: 3462.935547
	Iteration 21Q: 3 clusters Score -5272655 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -5272698.000000 Penalty: 3462.935547
	Iteration 22Q: 3 clusters Score -5272698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -5272741.000000 Penalty: 3462.935547
	Iteration 23Q: 3 clusters Score -5272741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -5272762.000000 Penalty: 3462.935547
	Iteration 24Q: 3 clusters Score -5272762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -5272772.000000 Penalty: 3462.935547
	Iteration 25Q: 3 clusters Score -5272772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -5272784.500000 Penalty: 3462.935547
	Iteration 26Q: 3 clusters Score -5272784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -5272792.000000 Penalty: 3462.935547
	Iteration 27Q: 3 clusters Score -5272792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -5272800.500000 Penalty: 3462.935547
	Iteration 28Q: 3 clusters Score -5272800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -5272801.500000 Penalty: 3462.935547
	Iteration 29Q: 3 clusters Score -5272802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -5272817.500000 Penalty: 3462.935547
	Iteration 30Q: 3 clusters Score -5272818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -5272817.000000 Penalty: 3462.935547
	Iteration 31Q: 3 clusters Score -5272817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -5272817.000000 Penalty: 3462.935547
	Iteration 32Q: 3 clusters Score -5272817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -5272827.000000 Penalty: 3462.935547
	Iteration 33Q: 3 clusters Score -5272827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -5272825.500000 Penalty: 3462.935547
	Iteration 34Q: 3 clusters Score -5272826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -5272830.500000 Penalty: 3462.935547
	Iteration 35Q: 3 clusters Score -5272830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -5272833.000000 Penalty: 3462.935547
	Iteration 36Q: 3 clusters Score -5272833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -5272836.000000 Penalty: 3462.935547
	Iteration 37Q: 3 clusters Score -5272836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -5272845.500000 Penalty: 3462.935547
	Iteration 38Q: 3 clusters Score -5272846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -5272850.500000 Penalty: 3462.935547
	Iteration 39Q: 3 clusters Score -5272850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -5272854.500000 Penalty: 3462.935547
	Iteration 40F: 3 clusters Score -5272854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Entering Unmasked Estep 
Score: -5617218.500000 Penalty: 1741.784790
	Iteration 0F: 2 clusters Score -5617218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -5586832.000000 Penalty: 3483.569580
	Iteration 0F: 3 clusters Score -5586832 nChanged 21243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -5598872.000000 Penalty: 3483.569580
	Iteration 1F: 3 clusters Score -5598872 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -5599542.500000 Penalty: 3483.569580
	Iteration 2Q: 3 clusters Score -5599542 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -5600375.000000 Penalty: 3483.569580
	Iteration 3Q: 3 clusters Score -5600375 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -5601493.500000 Penalty: 3483.569580
	Iteration 4Q: 3 clusters Score -5601494 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -5602877.000000 Penalty: 3483.569580
	Iteration 5F: 3 clusters Score -5602877 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -5604316.500000 Penalty: 3483.569580
	Iteration 6F: 3 clusters Score -5604316 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -5605754.000000 Penalty: 3483.569580
	Iteration 7F: 3 clusters Score -5605754 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -5607039.000000 Penalty: 3483.569580
	Iteration 8F: 3 clusters Score -5607039 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -5608203.000000 Penalty: 3483.569580
	Iteration 9Q: 3 clusters Score -5608203 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -5609023.500000 Penalty: 3483.569580
	Iteration 10Q: 3 clusters Score -5609024 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -5609623.500000 Penalty: 3483.569580
	Iteration 11Q: 3 clusters Score -5609624 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -5610013.500000 Penalty: 3483.569580
	Iteration 12Q: 3 clusters Score -5610014 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -5610212.000000 Penalty: 3483.569580
	Iteration 13Q: 3 clusters Score -5610212 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -5610327.500000 Penalty: 3483.569580
	Iteration 14Q: 3 clusters Score -5610328 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -5610431.500000 Penalty: 3483.569580
	Iteration 15Q: 3 clusters Score -5610432 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -5610541.000000 Penalty: 3483.569580
	Iteration 16Q: 3 clusters Score -5610541 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -5610605.500000 Penalty: 3483.569580
	Iteration 17Q: 3 clusters Score -5610606 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -5610661.500000 Penalty: 3483.569580
	Iteration 18Q: 3 clusters Score -5610662 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -5610755.500000 Penalty: 3483.569580
	Iteration 19Q: 3 clusters Score -5610756 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -5610833.500000 Penalty: 3483.569580
	Iteration 20F: 3 clusters Score -5610834 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -5610910.500000 Penalty: 3483.569580
	Iteration 21Q: 3 clusters Score -5610910 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -5610999.000000 Penalty: 3483.569580
	Iteration 22Q: 3 clusters Score -5610999 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -5611066.500000 Penalty: 3483.569580
	Iteration 23Q: 3 clusters Score -5611066 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -5611179.500000 Penalty: 3483.569580
	Iteration 24Q: 3 clusters Score -5611180 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -5611238.500000 Penalty: 3483.569580
	Iteration 25Q: 3 clusters Score -5611238 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -5611296.000000 Penalty: 3483.569580
	Iteration 26Q: 3 clusters Score -5611296 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -5611328.500000 Penalty: 3483.569580
	Iteration 27Q: 3 clusters Score -5611328 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -5611393.000000 Penalty: 3483.569580
	Iteration 28Q: 3 clusters Score -5611393 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -5611431.500000 Penalty: 3483.569580
	Iteration 29Q: 3 clusters Score -5611432 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -5611485.000000 Penalty: 3483.569580
	Iteration 30Q: 3 clusters Score -5611485 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -5611508.500000 Penalty: 3483.569580
	Iteration 31Q: 3 clusters Score -5611508 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -5611585.000000 Penalty: 3483.569580
	Iteration 32Q: 3 clusters Score -5611585 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -5611643.500000 Penalty: 3483.569580
	Iteration 33Q: 3 clusters Score -5611644 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -5611680.500000 Penalty: 3483.569580
	Iteration 34Q: 3 clusters Score -5611680 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -5611707.000000 Penalty: 3483.569580
	Iteration 35Q: 3 clusters Score -5611707 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -5611754.000000 Penalty: 3483.569580
	Iteration 36Q: 3 clusters Score -5611754 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -5611783.500000 Penalty: 3483.569580
	Iteration 37Q: 3 clusters Score -5611784 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -5611832.000000 Penalty: 3483.569580
	Iteration 38Q: 3 clusters Score -5611832 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -5611890.500000 Penalty: 3483.569580
	Iteration 39Q: 3 clusters Score -5611890 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -5611883.500000 Penalty: 3483.569580
	Iteration 40F: 3 clusters Score -5611884 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -5611955.500000 Penalty: 3483.569580
	Iteration 41Q: 3 clusters Score -5611956 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -5612031.000000 Penalty: 3483.569580
	Iteration 42Q: 3 clusters Score -5612031 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -5612077.500000 Penalty: 3483.569580
	Iteration 43Q: 3 clusters Score -5612078 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -5612114.000000 Penalty: 3483.569580
	Iteration 44Q: 3 clusters Score -5612114 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -5612165.500000 Penalty: 3483.569580
	Iteration 45Q: 3 clusters Score -5612166 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -5612190.000000 Penalty: 3483.569580
	Iteration 46Q: 3 clusters Score -5612190 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -5612244.000000 Penalty: 3483.569580
	Iteration 47Q: 3 clusters Score -5612244 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -5612310.000000 Penalty: 3483.569580
	Iteration 48Q: 3 clusters Score -5612310 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -5612345.000000 Penalty: 3483.569580
	Iteration 49Q: 3 clusters Score -5612345 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -5612372.000000 Penalty: 3483.569580
	Iteration 50Q: 3 clusters Score -5612372 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -5612412.000000 Penalty: 3483.569580
	Iteration 51Q: 3 clusters Score -5612412 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -5612460.500000 Penalty: 3483.569580
	Iteration 52Q: 3 clusters Score -5612460 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -5612471.500000 Penalty: 3483.569580
	Iteration 53Q: 3 clusters Score -5612472 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -5612521.000000 Penalty: 3483.569580
	Iteration 54Q: 3 clusters Score -5612521 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -5612567.000000 Penalty: 3483.569580
	Iteration 55Q: 3 clusters Score -5612567 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -5612592.000000 Penalty: 3483.569580
	Iteration 56Q: 3 clusters Score -5612592 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -5612630.000000 Penalty: 3483.569580
	Iteration 57Q: 3 clusters Score -5612630 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -5612673.500000 Penalty: 3483.569580
	Iteration 58Q: 3 clusters Score -5612674 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -5612729.500000 Penalty: 3483.569580
	Iteration 59Q: 3 clusters Score -5612730 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -5612767.500000 Penalty: 3483.569580
	Iteration 60F: 3 clusters Score -5612768 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -5612791.000000 Penalty: 3483.569580
	Iteration 61Q: 3 clusters Score -5612791 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -5612807.500000 Penalty: 3483.569580
	Iteration 62Q: 3 clusters Score -5612808 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -5612832.500000 Penalty: 3483.569580
	Iteration 63Q: 3 clusters Score -5612832 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -5612892.500000 Penalty: 3483.569580
	Iteration 64Q: 3 clusters Score -5612892 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -5612934.000000 Penalty: 3483.569580
	Iteration 65Q: 3 clusters Score -5612934 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -5612987.000000 Penalty: 3483.569580
	Iteration 66Q: 3 clusters Score -5612987 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -5613044.500000 Penalty: 3483.569580
	Iteration 67Q: 3 clusters Score -5613044 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -5613105.500000 Penalty: 3483.569580
	Iteration 68Q: 3 clusters Score -5613106 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -5613147.500000 Penalty: 3483.569580
	Iteration 69Q: 3 clusters Score -5613148 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -5613210.500000 Penalty: 3483.569580
	Iteration 70Q: 3 clusters Score -5613210 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -5613267.000000 Penalty: 3483.569580
	Iteration 71Q: 3 clusters Score -5613267 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -5613344.500000 Penalty: 3483.569580
	Iteration 72Q: 3 clusters Score -5613344 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -5613397.000000 Penalty: 3483.569580
	Iteration 73Q: 3 clusters Score -5613397 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -5613480.500000 Penalty: 3483.569580
	Iteration 74Q: 3 clusters Score -5613480 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -5613539.500000 Penalty: 3483.569580
	Iteration 75Q: 3 clusters Score -5613540 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -5613584.000000 Penalty: 3483.569580
	Iteration 76Q: 3 clusters Score -5613584 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -5613635.500000 Penalty: 3483.569580
	Iteration 77Q: 3 clusters Score -5613636 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -5613717.000000 Penalty: 3483.569580
	Iteration 78Q: 3 clusters Score -5613717 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -5613752.000000 Penalty: 3483.569580
	Iteration 79Q: 3 clusters Score -5613752 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -5613814.000000 Penalty: 3483.569580
	Iteration 80F: 3 clusters Score -5613814 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -5613892.500000 Penalty: 3483.569580
	Iteration 81Q: 3 clusters Score -5613892 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -5613976.000000 Penalty: 3483.569580
	Iteration 82Q: 3 clusters Score -5613976 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -5614073.500000 Penalty: 3483.569580
	Iteration 83Q: 3 clusters Score -5614074 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -5614136.500000 Penalty: 3483.569580
	Iteration 84Q: 3 clusters Score -5614136 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -5614209.500000 Penalty: 3483.569580
	Iteration 85Q: 3 clusters Score -5614210 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -5614283.000000 Penalty: 3483.569580
	Iteration 86Q: 3 clusters Score -5614283 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -5614360.000000 Penalty: 3483.569580
	Iteration 87Q: 3 clusters Score -5614360 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -5614462.500000 Penalty: 3483.569580
	Iteration 88Q: 3 clusters Score -5614462 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -5614589.000000 Penalty: 3483.569580
	Iteration 89Q: 3 clusters Score -5614589 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -5614697.500000 Penalty: 3483.569580
	Iteration 90Q: 3 clusters Score -5614698 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -5614791.500000 Penalty: 3483.569580
	Iteration 91Q: 3 clusters Score -5614792 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -5614901.500000 Penalty: 3483.569580
	Iteration 92Q: 3 clusters Score -5614902 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -5614974.500000 Penalty: 3483.569580
	Iteration 93Q: 3 clusters Score -5614974 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -5615063.500000 Penalty: 3483.569580
	Iteration 94Q: 3 clusters Score -5615064 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -5615157.500000 Penalty: 3483.569580
	Iteration 95Q: 3 clusters Score -5615158 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -5615224.000000 Penalty: 3483.569580
	Iteration 96Q: 3 clusters Score -5615224 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -5615287.000000 Penalty: 3483.569580
	Iteration 97Q: 3 clusters Score -5615287 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -5615341.000000 Penalty: 3483.569580
	Iteration 98Q: 3 clusters Score -5615341 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -5615383.000000 Penalty: 3483.569580
	Iteration 99Q: 3 clusters Score -5615383 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -5615432.000000 Penalty: 3483.569580
	Iteration 100F: 3 clusters Score -5615432 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -5615493.500000 Penalty: 3483.569580
	Iteration 101Q: 3 clusters Score -5615494 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -5615514.000000 Penalty: 3483.569580
	Iteration 102Q: 3 clusters Score -5615514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -5615530.000000 Penalty: 3483.569580
	Iteration 103Q: 3 clusters Score -5615530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -5615551.500000 Penalty: 3483.569580
	Iteration 104Q: 3 clusters Score -5615552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -5615575.500000 Penalty: 3483.569580
	Iteration 105Q: 3 clusters Score -5615576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -5615611.000000 Penalty: 3483.569580
	Iteration 106Q: 3 clusters Score -5615611 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -5615619.000000 Penalty: 3483.569580
	Iteration 107Q: 3 clusters Score -5615619 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -5615632.000000 Penalty: 3483.569580
	Iteration 108Q: 3 clusters Score -5615632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -5615657.500000 Penalty: 3483.569580
	Iteration 109Q: 3 clusters Score -5615658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -5615672.000000 Penalty: 3483.569580
	Iteration 110Q: 3 clusters Score -5615672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -5615696.500000 Penalty: 3483.569580
	Iteration 111Q: 3 clusters Score -5615696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -5615695.000000 Penalty: 3483.569580
	Iteration 112Q: 3 clusters Score -5615695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -5615707.000000 Penalty: 3483.569580
	Iteration 113Q: 3 clusters Score -5615707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -5615719.500000 Penalty: 3483.569580
	Iteration 114Q: 3 clusters Score -5615720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -5615729.000000 Penalty: 3483.569580
	Iteration 115Q: 3 clusters Score -5615729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -5615736.500000 Penalty: 3483.569580
	Iteration 116Q: 3 clusters Score -5615736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -5615734.000000 Penalty: 3483.569580
	Iteration 117Q: 3 clusters Score -5615734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -5615735.000000 Penalty: 3483.569580
	Iteration 118Q: 3 clusters Score -5615735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -5615739.000000 Penalty: 3483.569580
	Iteration 119Q: 3 clusters Score -5615739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -5615736.000000 Penalty: 3483.569580
	Iteration 120F: 3 clusters Score -5615736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -5615739.000000 Penalty: 3483.569580
	Iteration 121Q: 3 clusters Score -5615739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -5615742.000000 Penalty: 3483.569580
	Iteration 122Q: 3 clusters Score -5615742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -5615747.000000 Penalty: 3483.569580
	Iteration 123Q: 3 clusters Score -5615747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -5615751.000000 Penalty: 3483.569580
	Iteration 124Q: 3 clusters Score -5615751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -5615752.500000 Penalty: 3483.569580
	Iteration 125Q: 3 clusters Score -5615752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -5615758.500000 Penalty: 3483.569580
	Iteration 126Q: 3 clusters Score -5615758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -5615757.000000 Penalty: 3483.569580
	Iteration 127Q: 3 clusters Score -5615757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -5615760.000000 Penalty: 3483.569580
	Iteration 128Q: 3 clusters Score -5615760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -5615766.000000 Penalty: 3483.569580
	Iteration 129Q: 3 clusters Score -5615766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -5615764.500000 Penalty: 3483.569580
	Iteration 130Q: 3 clusters Score -5615764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -5615764.000000 Penalty: 3483.569580
	Iteration 131Q: 3 clusters Score -5615764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -5615768.000000 Penalty: 3483.569580
	Iteration 132Q: 3 clusters Score -5615768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -5615766.000000 Penalty: 3483.569580
	Iteration 133Q: 3 clusters Score -5615766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -5615768.500000 Penalty: 3483.569580
	Iteration 134Q: 3 clusters Score -5615768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -5615768.500000 Penalty: 3483.569580
	Iteration 135F: 3 clusters Score -5615768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (89682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89682 members 
Entering Unmasked Estep 
Score: -11101896.000000 Penalty: 1853.154053
	Iteration 0F: 2 clusters Score -1.11019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -11044347.000000 Penalty: 3706.308105
	Iteration 0F: 3 clusters Score -1.104435e+07 nChanged 42746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -11068663.000000 Penalty: 3706.308105
	Iteration 1F: 3 clusters Score -1.106866e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -11069137.000000 Penalty: 3706.308105
	Iteration 2Q: 3 clusters Score -1.106914e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -11069797.000000 Penalty: 3706.308105
	Iteration 3Q: 3 clusters Score -1.10698e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -11070528.000000 Penalty: 3706.308105
	Iteration 4Q: 3 clusters Score -1.107053e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -11071975.000000 Penalty: 3706.308105
	Iteration 5Q: 3 clusters Score -1.107198e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -11074488.000000 Penalty: 3706.308105
	Iteration 6F: 3 clusters Score -1.107449e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63271 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -11078985.000000 Penalty: 3706.308105
	Iteration 7F: 3 clusters Score -1.107898e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70194 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -11085378.000000 Penalty: 3706.308105
	Iteration 8F: 3 clusters Score -1.108538e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76859 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -11092108.000000 Penalty: 3706.308105
	Iteration 9F: 3 clusters Score -1.109211e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81990 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -11096699.000000 Penalty: 3706.308105
	Iteration 10F: 3 clusters Score -1.10967e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85156 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -11098837.000000 Penalty: 3706.308105
	Iteration 11Q: 3 clusters Score -1.109884e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86900 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -11099912.000000 Penalty: 3706.308105
	Iteration 12Q: 3 clusters Score -1.109991e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87803 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -11100251.000000 Penalty: 3706.308105
	Iteration 13Q: 3 clusters Score -1.110025e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88309 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -11100540.000000 Penalty: 3706.308105
	Iteration 14Q: 3 clusters Score -1.110054e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88606 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11100650.000000 Penalty: 3706.308105
	Iteration 15Q: 3 clusters Score -1.110065e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -11100691.000000 Penalty: 3706.308105
	Iteration 16Q: 3 clusters Score -1.110069e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88911 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -11100726.000000 Penalty: 3706.308105
	Iteration 17Q: 3 clusters Score -1.110073e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88977 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -11100738.000000 Penalty: 3706.308105
	Iteration 18Q: 3 clusters Score -1.110074e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11100772.000000 Penalty: 3706.308105
	Iteration 19Q: 3 clusters Score -1.110077e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11100765.000000 Penalty: 3706.308105
	Iteration 20F: 3 clusters Score -1.110076e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89066 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -11100765.000000 Penalty: 3706.308105
	Iteration 21Q: 3 clusters Score -1.110076e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89085 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11100778.000000 Penalty: 3706.308105
	Iteration 22Q: 3 clusters Score -1.110078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89095 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -11100762.000000 Penalty: 3706.308105
	Iteration 23Q: 3 clusters Score -1.110076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -11100755.000000 Penalty: 3706.308105
	Iteration 24Q: 3 clusters Score -1.110076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89107 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -11100760.000000 Penalty: 3706.308105
	Iteration 25Q: 3 clusters Score -1.110076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89110 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -11100764.000000 Penalty: 3706.308105
	Iteration 26Q: 3 clusters Score -1.110076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89115 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -11100757.000000 Penalty: 3706.308105
	Iteration 27Q: 3 clusters Score -1.110076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89122 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -11100769.000000 Penalty: 3706.308105
	Iteration 28Q: 3 clusters Score -1.110077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89124 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11100777.000000 Penalty: 3706.308105
	Iteration 29Q: 3 clusters Score -1.110078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89127 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11100784.000000 Penalty: 3706.308105
	Iteration 30Q: 3 clusters Score -1.110078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89131 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -11100772.000000 Penalty: 3706.308105
	Iteration 31Q: 3 clusters Score -1.110077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89134 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11100783.000000 Penalty: 3706.308105
	Iteration 32Q: 3 clusters Score -1.110078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89135 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -11100783.000000 Penalty: 3706.308105
	Iteration 33Q: 3 clusters Score -1.110078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89136 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -11100781.000000 Penalty: 3706.308105
	Iteration 34Q: 3 clusters Score -1.110078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89136 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -11100781.000000 Penalty: 3706.308105
	Iteration 35F: 3 clusters Score -1.110078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Entering Unmasked Estep 
Score: -878298.000000 Penalty: 1446.626953
	Iteration 0F: 2 clusters Score -878298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -872872.625000 Penalty: 2893.253906
	Iteration 0F: 3 clusters Score -872872.6 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -874511.500000 Penalty: 2893.253906
	Iteration 1F: 3 clusters Score -874511.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -874720.375000 Penalty: 2893.253906
	Iteration 2F: 3 clusters Score -874720.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -874876.125000 Penalty: 2893.253906
	Iteration 3F: 3 clusters Score -874876.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -874987.812500 Penalty: 2893.253906
	Iteration 4Q: 3 clusters Score -874987.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -875127.750000 Penalty: 2893.253906
	Iteration 5Q: 3 clusters Score -875127.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -875282.437500 Penalty: 2893.253906
	Iteration 6Q: 3 clusters Score -875282.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -875439.750000 Penalty: 2893.253906
	Iteration 7Q: 3 clusters Score -875439.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -875618.250000 Penalty: 2893.253906
	Iteration 8Q: 3 clusters Score -875618.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -875826.125000 Penalty: 2893.253906
	Iteration 9Q: 3 clusters Score -875826.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -876053.375000 Penalty: 2893.253906
	Iteration 10Q: 3 clusters Score -876053.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -876299.562500 Penalty: 2893.253906
	Iteration 11Q: 3 clusters Score -876299.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -876543.687500 Penalty: 2893.253906
	Iteration 12Q: 3 clusters Score -876543.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -876764.562500 Penalty: 2893.253906
	Iteration 13Q: 3 clusters Score -876764.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -876940.937500 Penalty: 2893.253906
	Iteration 14Q: 3 clusters Score -876940.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -877062.750000 Penalty: 2893.253906
	Iteration 15Q: 3 clusters Score -877062.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -877120.625000 Penalty: 2893.253906
	Iteration 16Q: 3 clusters Score -877120.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -877156.375000 Penalty: 2893.253906
	Iteration 17Q: 3 clusters Score -877156.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -877171.875000 Penalty: 2893.253906
	Iteration 18Q: 3 clusters Score -877171.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -877181.500000 Penalty: 2893.253906
	Iteration 19Q: 3 clusters Score -877181.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -877188.937500 Penalty: 2893.253906
	Iteration 20F: 3 clusters Score -877188.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -877193.500000 Penalty: 2893.253906
	Iteration 21Q: 3 clusters Score -877193.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -877197.125000 Penalty: 2893.253906
	Iteration 22Q: 3 clusters Score -877197.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -877199.562500 Penalty: 2893.253906
	Iteration 23Q: 3 clusters Score -877199.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -877202.000000 Penalty: 2893.253906
	Iteration 24Q: 3 clusters Score -877202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -877206.187500 Penalty: 2893.253906
	Iteration 25Q: 3 clusters Score -877206.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -877206.562500 Penalty: 2893.253906
	Iteration 26Q: 3 clusters Score -877206.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -877209.312500 Penalty: 2893.253906
	Iteration 27Q: 3 clusters Score -877209.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -877208.187500 Penalty: 2893.253906
	Iteration 28Q: 3 clusters Score -877208.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -877207.562500 Penalty: 2893.253906
	Iteration 29Q: 3 clusters Score -877207.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -877211.562500 Penalty: 2893.253906
	Iteration 30Q: 3 clusters Score -877211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -877209.312500 Penalty: 2893.253906
	Iteration 31Q: 3 clusters Score -877209.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -877209.500000 Penalty: 2893.253906
	Iteration 32Q: 3 clusters Score -877209.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -877210.000000 Penalty: 2893.253906
	Iteration 33Q: 3 clusters Score -877210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -877210.750000 Penalty: 2893.253906
	Iteration 34Q: 3 clusters Score -877210.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -877210.750000 Penalty: 2893.253906
	Iteration 35F: 3 clusters Score -877210.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (70684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Entering Unmasked Estep 
Score: -8805774.000000 Penalty: 1814.470825
	Iteration 0F: 2 clusters Score -8805774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -8759455.000000 Penalty: 3628.941650
	Iteration 0F: 3 clusters Score -8759455 nChanged 33686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -8778302.000000 Penalty: 3628.941650
	Iteration 1F: 3 clusters Score -8778302 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -8778933.000000 Penalty: 3628.941650
	Iteration 2Q: 3 clusters Score -8778933 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -8779600.000000 Penalty: 3628.941650
	Iteration 3Q: 3 clusters Score -8779600 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -8780807.000000 Penalty: 3628.941650
	Iteration 4Q: 3 clusters Score -8780807 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -8782725.000000 Penalty: 3628.941650
	Iteration 5F: 3 clusters Score -8782725 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -8785984.000000 Penalty: 3628.941650
	Iteration 6F: 3 clusters Score -8785984 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -8790513.000000 Penalty: 3628.941650
	Iteration 7F: 3 clusters Score -8790513 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -8795639.000000 Penalty: 3628.941650
	Iteration 8F: 3 clusters Score -8795639 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -8799917.000000 Penalty: 3628.941650
	Iteration 9F: 3 clusters Score -8799917 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -8802474.000000 Penalty: 3628.941650
	Iteration 10Q: 3 clusters Score -8802474 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8803502.000000 Penalty: 3628.941650
	Iteration 11Q: 3 clusters Score -8803502 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70328 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8803888.000000 Penalty: 3628.941650
	Iteration 12Q: 3 clusters Score -8803888 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70422 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8803996.000000 Penalty: 3628.941650
	Iteration 13Q: 3 clusters Score -8803996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70454 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8804074.000000 Penalty: 3628.941650
	Iteration 14Q: 3 clusters Score -8804074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70477 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8804116.000000 Penalty: 3628.941650
	Iteration 15Q: 3 clusters Score -8804116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70483 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8804143.000000 Penalty: 3628.941650
	Iteration 16Q: 3 clusters Score -8804143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8804153.000000 Penalty: 3628.941650
	Iteration 17Q: 3 clusters Score -8804153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70486 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8804147.000000 Penalty: 3628.941650
	Iteration 18Q: 3 clusters Score -8804147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8804151.000000 Penalty: 3628.941650
	Iteration 19Q: 3 clusters Score -8804151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8804161.000000 Penalty: 3628.941650
	Iteration 20F: 3 clusters Score -8804161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70483 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8804165.000000 Penalty: 3628.941650
	Iteration 21Q: 3 clusters Score -8804165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8804168.000000 Penalty: 3628.941650
	Iteration 22Q: 3 clusters Score -8804168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8804173.000000 Penalty: 3628.941650
	Iteration 23Q: 3 clusters Score -8804173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8804179.000000 Penalty: 3628.941650
	Iteration 24Q: 3 clusters Score -8804179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70488 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8804184.000000 Penalty: 3628.941650
	Iteration 25Q: 3 clusters Score -8804184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8804188.000000 Penalty: 3628.941650
	Iteration 26Q: 3 clusters Score -8804188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70488 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8804192.000000 Penalty: 3628.941650
	Iteration 27Q: 3 clusters Score -8804192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70488 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8804192.000000 Penalty: 3628.941650
	Iteration 28F: 3 clusters Score -8804192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Entering Unmasked Estep 
Score: -9905927.000000 Penalty: 1834.044312
	Iteration 0F: 2 clusters Score -9905927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -9854593.000000 Penalty: 3668.088623
	Iteration 0F: 3 clusters Score -9854593 nChanged 37795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -9876553.000000 Penalty: 3668.088623
	Iteration 1F: 3 clusters Score -9876553 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -9877511.000000 Penalty: 3668.088623
	Iteration 2Q: 3 clusters Score -9877511 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -9878858.000000 Penalty: 3668.088623
	Iteration 3Q: 3 clusters Score -9878858 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -9880905.000000 Penalty: 3668.088623
	Iteration 4Q: 3 clusters Score -9880905 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -9883855.000000 Penalty: 3668.088623
	Iteration 5F: 3 clusters Score -9883855 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -9887610.000000 Penalty: 3668.088623
	Iteration 6F: 3 clusters Score -9887610 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -9891861.000000 Penalty: 3668.088623
	Iteration 7F: 3 clusters Score -9891861 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67610 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -9895667.000000 Penalty: 3668.088623
	Iteration 8F: 3 clusters Score -9895667 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70322 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -9898192.000000 Penalty: 3668.088623
	Iteration 9Q: 3 clusters Score -9898192 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -9899802.000000 Penalty: 3668.088623
	Iteration 10Q: 3 clusters Score -9899802 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -9900744.000000 Penalty: 3668.088623
	Iteration 11Q: 3 clusters Score -9900744 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74279 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -9901360.000000 Penalty: 3668.088623
	Iteration 12Q: 3 clusters Score -9901360 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75047 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -9901815.000000 Penalty: 3668.088623
	Iteration 13Q: 3 clusters Score -9901815 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -9902194.000000 Penalty: 3668.088623
	Iteration 14Q: 3 clusters Score -9902194 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -9902577.000000 Penalty: 3668.088623
	Iteration 15Q: 3 clusters Score -9902577 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -9902855.000000 Penalty: 3668.088623
	Iteration 16Q: 3 clusters Score -9902855 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -9903142.000000 Penalty: 3668.088623
	Iteration 17Q: 3 clusters Score -9903142 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -9903412.000000 Penalty: 3668.088623
	Iteration 18Q: 3 clusters Score -9903412 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -9903642.000000 Penalty: 3668.088623
	Iteration 19Q: 3 clusters Score -9903642 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78119 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -9903780.000000 Penalty: 3668.088623
	Iteration 20F: 3 clusters Score -9903780 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78304 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -9903901.000000 Penalty: 3668.088623
	Iteration 21Q: 3 clusters Score -9903901 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -9903984.000000 Penalty: 3668.088623
	Iteration 22Q: 3 clusters Score -9903984 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78550 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9904065.000000 Penalty: 3668.088623
	Iteration 23Q: 3 clusters Score -9904065 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78641 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9904130.000000 Penalty: 3668.088623
	Iteration 24Q: 3 clusters Score -9904130 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78706 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9904184.000000 Penalty: 3668.088623
	Iteration 25Q: 3 clusters Score -9904184 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78759 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -9904211.000000 Penalty: 3668.088623
	Iteration 26Q: 3 clusters Score -9904211 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78795 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9904254.000000 Penalty: 3668.088623
	Iteration 27Q: 3 clusters Score -9904254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9904280.000000 Penalty: 3668.088623
	Iteration 28Q: 3 clusters Score -9904280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78833 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9904276.000000 Penalty: 3668.088623
	Iteration 29Q: 3 clusters Score -9904276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78852 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -9904291.000000 Penalty: 3668.088623
	Iteration 30Q: 3 clusters Score -9904291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9904304.000000 Penalty: 3668.088623
	Iteration 31Q: 3 clusters Score -9904304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -9904320.000000 Penalty: 3668.088623
	Iteration 32Q: 3 clusters Score -9904320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78889 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9904328.000000 Penalty: 3668.088623
	Iteration 33Q: 3 clusters Score -9904328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9904324.000000 Penalty: 3668.088623
	Iteration 34Q: 3 clusters Score -9904324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9904323.000000 Penalty: 3668.088623
	Iteration 35Q: 3 clusters Score -9904323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78904 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9904327.000000 Penalty: 3668.088623
	Iteration 36Q: 3 clusters Score -9904327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9904326.000000 Penalty: 3668.088623
	Iteration 37Q: 3 clusters Score -9904326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -9904325.000000 Penalty: 3668.088623
	Iteration 38Q: 3 clusters Score -9904325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9904337.000000 Penalty: 3668.088623
	Iteration 39Q: 3 clusters Score -9904337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78914 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9904351.000000 Penalty: 3668.088623
	Iteration 40F: 3 clusters Score -9904351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78921 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -9904342.000000 Penalty: 3668.088623
	Iteration 41Q: 3 clusters Score -9904342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9904346.000000 Penalty: 3668.088623
	Iteration 42Q: 3 clusters Score -9904346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78930 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9904348.000000 Penalty: 3668.088623
	Iteration 43Q: 3 clusters Score -9904348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9904352.000000 Penalty: 3668.088623
	Iteration 44Q: 3 clusters Score -9904352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9904352.000000 Penalty: 3668.088623
	Iteration 45Q: 3 clusters Score -9904352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9904358.000000 Penalty: 3668.088623
	Iteration 46Q: 3 clusters Score -9904358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9904359.000000 Penalty: 3668.088623
	Iteration 47Q: 3 clusters Score -9904359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9904356.000000 Penalty: 3668.088623
	Iteration 48Q: 3 clusters Score -9904356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9904358.000000 Penalty: 3668.088623
	Iteration 49Q: 3 clusters Score -9904358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9904350.000000 Penalty: 3668.088623
	Iteration 50Q: 3 clusters Score -9904350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78954 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9904352.000000 Penalty: 3668.088623
	Iteration 51Q: 3 clusters Score -9904352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9904345.000000 Penalty: 3668.088623
	Iteration 52Q: 3 clusters Score -9904345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78958 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9904347.000000 Penalty: 3668.088623
	Iteration 53Q: 3 clusters Score -9904347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78963 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9904349.000000 Penalty: 3668.088623
	Iteration 54Q: 3 clusters Score -9904349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9904347.000000 Penalty: 3668.088623
	Iteration 55Q: 3 clusters Score -9904347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78978 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9904353.000000 Penalty: 3668.088623
	Iteration 56Q: 3 clusters Score -9904353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78986 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9904354.000000 Penalty: 3668.088623
	Iteration 57Q: 3 clusters Score -9904354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78992 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9904353.000000 Penalty: 3668.088623
	Iteration 58Q: 3 clusters Score -9904353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79005 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9904365.000000 Penalty: 3668.088623
	Iteration 59Q: 3 clusters Score -9904365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79013 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9904357.000000 Penalty: 3668.088623
	Iteration 60F: 3 clusters Score -9904357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9904358.000000 Penalty: 3668.088623
	Iteration 61Q: 3 clusters Score -9904358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9904363.000000 Penalty: 3668.088623
	Iteration 62Q: 3 clusters Score -9904363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79023 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9904371.000000 Penalty: 3668.088623
	Iteration 63Q: 3 clusters Score -9904371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9904382.000000 Penalty: 3668.088623
	Iteration 64Q: 3 clusters Score -9904382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79032 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9904382.000000 Penalty: 3668.088623
	Iteration 65Q: 3 clusters Score -9904382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9904383.000000 Penalty: 3668.088623
	Iteration 66Q: 3 clusters Score -9904383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9904383.000000 Penalty: 3668.088623
	Iteration 67F: 3 clusters Score -9904383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Entering Unmasked Estep 
Score: -567211.250000 Penalty: 1368.325073
	Iteration 0F: 2 clusters Score -567211.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -563525.625000 Penalty: 2736.650146
	Iteration 0F: 3 clusters Score -563525.6 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -564489.062500 Penalty: 2736.650146
	Iteration 1F: 3 clusters Score -564489.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -564642.375000 Penalty: 2736.650146
	Iteration 2F: 3 clusters Score -564642.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -564739.687500 Penalty: 2736.650146
	Iteration 3Q: 3 clusters Score -564739.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -564813.062500 Penalty: 2736.650146
	Iteration 4Q: 3 clusters Score -564813.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -564865.812500 Penalty: 2736.650146
	Iteration 5Q: 3 clusters Score -564865.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -564910.875000 Penalty: 2736.650146
	Iteration 6Q: 3 clusters Score -564910.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -564944.437500 Penalty: 2736.650146
	Iteration 7Q: 3 clusters Score -564944.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -564970.187500 Penalty: 2736.650146
	Iteration 8Q: 3 clusters Score -564970.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -564989.000000 Penalty: 2736.650146
	Iteration 9Q: 3 clusters Score -564989 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -565010.125000 Penalty: 2736.650146
	Iteration 10Q: 3 clusters Score -565010.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -565028.937500 Penalty: 2736.650146
	Iteration 11Q: 3 clusters Score -565028.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -565055.000000 Penalty: 2736.650146
	Iteration 12Q: 3 clusters Score -565055 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -565083.125000 Penalty: 2736.650146
	Iteration 13Q: 3 clusters Score -565083.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -565112.375000 Penalty: 2736.650146
	Iteration 14Q: 3 clusters Score -565112.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -565149.187500 Penalty: 2736.650146
	Iteration 15Q: 3 clusters Score -565149.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -565192.125000 Penalty: 2736.650146
	Iteration 16Q: 3 clusters Score -565192.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -565242.375000 Penalty: 2736.650146
	Iteration 17Q: 3 clusters Score -565242.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -565300.625000 Penalty: 2736.650146
	Iteration 18Q: 3 clusters Score -565300.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -565349.562500 Penalty: 2736.650146
	Iteration 19Q: 3 clusters Score -565349.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -565399.250000 Penalty: 2736.650146
	Iteration 20F: 3 clusters Score -565399.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -565439.812500 Penalty: 2736.650146
	Iteration 21Q: 3 clusters Score -565439.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -565479.375000 Penalty: 2736.650146
	Iteration 22Q: 3 clusters Score -565479.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -565511.250000 Penalty: 2736.650146
	Iteration 23Q: 3 clusters Score -565511.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -565545.500000 Penalty: 2736.650146
	Iteration 24Q: 3 clusters Score -565545.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -565584.500000 Penalty: 2736.650146
	Iteration 25Q: 3 clusters Score -565584.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -565624.000000 Penalty: 2736.650146
	Iteration 26Q: 3 clusters Score -565624 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -565660.937500 Penalty: 2736.650146
	Iteration 27Q: 3 clusters Score -565660.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -565704.562500 Penalty: 2736.650146
	Iteration 28Q: 3 clusters Score -565704.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -565748.375000 Penalty: 2736.650146
	Iteration 29Q: 3 clusters Score -565748.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -565784.500000 Penalty: 2736.650146
	Iteration 30Q: 3 clusters Score -565784.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -565810.875000 Penalty: 2736.650146
	Iteration 31Q: 3 clusters Score -565810.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -565838.937500 Penalty: 2736.650146
	Iteration 32Q: 3 clusters Score -565838.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -565860.500000 Penalty: 2736.650146
	Iteration 33Q: 3 clusters Score -565860.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -565878.750000 Penalty: 2736.650146
	Iteration 34Q: 3 clusters Score -565878.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -565889.312500 Penalty: 2736.650146
	Iteration 35Q: 3 clusters Score -565889.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -565899.687500 Penalty: 2736.650146
	Iteration 36Q: 3 clusters Score -565899.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -565910.687500 Penalty: 2736.650146
	Iteration 37Q: 3 clusters Score -565910.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -565919.875000 Penalty: 2736.650146
	Iteration 38Q: 3 clusters Score -565919.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -565933.125000 Penalty: 2736.650146
	Iteration 39Q: 3 clusters Score -565933.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -565941.625000 Penalty: 2736.650146
	Iteration 40F: 3 clusters Score -565941.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -565946.687500 Penalty: 2736.650146
	Iteration 41Q: 3 clusters Score -565946.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -565951.750000 Penalty: 2736.650146
	Iteration 42Q: 3 clusters Score -565951.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -565956.750000 Penalty: 2736.650146
	Iteration 43Q: 3 clusters Score -565956.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -565964.000000 Penalty: 2736.650146
	Iteration 44Q: 3 clusters Score -565964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -565967.250000 Penalty: 2736.650146
	Iteration 45Q: 3 clusters Score -565967.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -565970.375000 Penalty: 2736.650146
	Iteration 46Q: 3 clusters Score -565970.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -565978.125000 Penalty: 2736.650146
	Iteration 47Q: 3 clusters Score -565978.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -565985.437500 Penalty: 2736.650146
	Iteration 48Q: 3 clusters Score -565985.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -565994.437500 Penalty: 2736.650146
	Iteration 49Q: 3 clusters Score -565994.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -566000.937500 Penalty: 2736.650146
	Iteration 50Q: 3 clusters Score -566000.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -566003.062500 Penalty: 2736.650146
	Iteration 51Q: 3 clusters Score -566003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -566006.312500 Penalty: 2736.650146
	Iteration 52Q: 3 clusters Score -566006.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -566007.687500 Penalty: 2736.650146
	Iteration 53Q: 3 clusters Score -566007.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -566008.375000 Penalty: 2736.650146
	Iteration 54Q: 3 clusters Score -566008.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -566009.312500 Penalty: 2736.650146
	Iteration 55Q: 3 clusters Score -566009.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -566009.937500 Penalty: 2736.650146
	Iteration 56Q: 3 clusters Score -566009.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -566010.562500 Penalty: 2736.650146
	Iteration 57Q: 3 clusters Score -566010.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -566010.687500 Penalty: 2736.650146
	Iteration 58Q: 3 clusters Score -566010.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -566010.687500 Penalty: 2736.650146
	Iteration 59F: 3 clusters Score -566010.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Entering Unmasked Estep 
Score: -368042.937500 Penalty: 1297.253540
	Iteration 0F: 2 clusters Score -368042.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -365368.218750 Penalty: 2594.507080
	Iteration 0F: 3 clusters Score -365368.2 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -366022.093750 Penalty: 2594.507080
	Iteration 1F: 3 clusters Score -366022.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -366154.218750 Penalty: 2594.507080
	Iteration 2F: 3 clusters Score -366154.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -366232.875000 Penalty: 2594.507080
	Iteration 3Q: 3 clusters Score -366232.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -366291.906250 Penalty: 2594.507080
	Iteration 4Q: 3 clusters Score -366291.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -366326.937500 Penalty: 2594.507080
	Iteration 5Q: 3 clusters Score -366326.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -366354.281250 Penalty: 2594.507080
	Iteration 6Q: 3 clusters Score -366354.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -366374.593750 Penalty: 2594.507080
	Iteration 7Q: 3 clusters Score -366374.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -366386.000000 Penalty: 2594.507080
	Iteration 8Q: 3 clusters Score -366386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -366396.031250 Penalty: 2594.507080
	Iteration 9Q: 3 clusters Score -366396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -366403.156250 Penalty: 2594.507080
	Iteration 10Q: 3 clusters Score -366403.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -366410.187500 Penalty: 2594.507080
	Iteration 11Q: 3 clusters Score -366410.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -366418.625000 Penalty: 2594.507080
	Iteration 12Q: 3 clusters Score -366418.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -366426.468750 Penalty: 2594.507080
	Iteration 13Q: 3 clusters Score -366426.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -366431.968750 Penalty: 2594.507080
	Iteration 14Q: 3 clusters Score -366432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -366435.687500 Penalty: 2594.507080
	Iteration 15Q: 3 clusters Score -366435.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -366438.375000 Penalty: 2594.507080
	Iteration 16Q: 3 clusters Score -366438.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -366441.187500 Penalty: 2594.507080
	Iteration 17Q: 3 clusters Score -366441.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -366443.437500 Penalty: 2594.507080
	Iteration 18Q: 3 clusters Score -366443.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -366444.250000 Penalty: 2594.507080
	Iteration 19Q: 3 clusters Score -366444.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -366444.875000 Penalty: 2594.507080
	Iteration 20F: 3 clusters Score -366444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -366445.281250 Penalty: 2594.507080
	Iteration 21Q: 3 clusters Score -366445.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -366446.156250 Penalty: 2594.507080
	Iteration 22Q: 3 clusters Score -366446.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -366447.687500 Penalty: 2594.507080
	Iteration 23Q: 3 clusters Score -366447.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -366447.906250 Penalty: 2594.507080
	Iteration 24Q: 3 clusters Score -366447.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -366448.750000 Penalty: 2594.507080
	Iteration 25Q: 3 clusters Score -366448.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -366450.875000 Penalty: 2594.507080
	Iteration 26Q: 3 clusters Score -366450.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -366453.156250 Penalty: 2594.507080
	Iteration 27Q: 3 clusters Score -366453.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -366454.218750 Penalty: 2594.507080
	Iteration 28Q: 3 clusters Score -366454.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -366456.437500 Penalty: 2594.507080
	Iteration 29Q: 3 clusters Score -366456.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -366457.656250 Penalty: 2594.507080
	Iteration 30Q: 3 clusters Score -366457.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -366459.281250 Penalty: 2594.507080
	Iteration 31Q: 3 clusters Score -366459.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -366461.781250 Penalty: 2594.507080
	Iteration 32Q: 3 clusters Score -366461.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -366463.562500 Penalty: 2594.507080
	Iteration 33Q: 3 clusters Score -366463.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -366464.843750 Penalty: 2594.507080
	Iteration 34Q: 3 clusters Score -366464.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -366466.562500 Penalty: 2594.507080
	Iteration 35Q: 3 clusters Score -366466.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -366467.750000 Penalty: 2594.507080
	Iteration 36Q: 3 clusters Score -366467.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -366470.000000 Penalty: 2594.507080
	Iteration 37Q: 3 clusters Score -366470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -366471.125000 Penalty: 2594.507080
	Iteration 38Q: 3 clusters Score -366471.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -366472.812500 Penalty: 2594.507080
	Iteration 39Q: 3 clusters Score -366472.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -366473.750000 Penalty: 2594.507080
	Iteration 40F: 3 clusters Score -366473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -366474.468750 Penalty: 2594.507080
	Iteration 41Q: 3 clusters Score -366474.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -366474.468750 Penalty: 2594.507080
	Iteration 42F: 3 clusters Score -366474.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -95875.468750 Penalty: 1082.759033
	Iteration 0F: 2 clusters Score -95875.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -94586.234375 Penalty: 2165.518066
	Iteration 0F: 3 clusters Score -94586.23 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -94786.125000 Penalty: 2165.518066
	Iteration 1F: 3 clusters Score -94786.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -94846.796875 Penalty: 2165.518066
	Iteration 2F: 3 clusters Score -94846.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -94889.984375 Penalty: 2165.518066
	Iteration 3Q: 3 clusters Score -94889.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -94912.890625 Penalty: 2165.518066
	Iteration 4Q: 3 clusters Score -94912.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -94931.390625 Penalty: 2165.518066
	Iteration 5Q: 3 clusters Score -94931.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -94937.218750 Penalty: 2165.518066
	Iteration 6Q: 3 clusters Score -94937.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -94944.078125 Penalty: 2165.518066
	Iteration 7Q: 3 clusters Score -94944.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -94946.851562 Penalty: 2165.518066
	Iteration 8Q: 3 clusters Score -94946.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -94948.734375 Penalty: 2165.518066
	Iteration 9Q: 3 clusters Score -94948.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -94950.531250 Penalty: 2165.518066
	Iteration 10Q: 3 clusters Score -94950.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -94950.742188 Penalty: 2165.518066
	Iteration 11Q: 3 clusters Score -94950.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -94953.335938 Penalty: 2165.518066
	Iteration 12Q: 3 clusters Score -94953.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -94955.421875 Penalty: 2165.518066
	Iteration 13Q: 3 clusters Score -94955.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -94955.828125 Penalty: 2165.518066
	Iteration 14Q: 3 clusters Score -94955.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -94955.828125 Penalty: 2165.518066
	Iteration 15F: 3 clusters Score -94955.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -56104.304688 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -56104.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55176.828125 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -55176.83 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -55288.718750 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -55288.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -55315.367188 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -55315.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55319.605469 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -55319.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55326.707031 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -55326.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55329.718750 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -55329.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -55337.718750 Penalty: 1890.561035
	Iteration 6Q: 3 clusters Score -55337.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55338.855469 Penalty: 1890.561035
	Iteration 7Q: 3 clusters Score -55338.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55338.855469 Penalty: 1890.561035
	Iteration 8F: 3 clusters Score -55338.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Entering Unmasked Estep 
Score: -2818997.750000 Penalty: 1633.854614
	Iteration 0F: 2 clusters Score -2818998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2803168.000000 Penalty: 3267.709229
	Iteration 0F: 3 clusters Score -2803168 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2808868.500000 Penalty: 3267.709229
	Iteration 1F: 3 clusters Score -2808868 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2809138.250000 Penalty: 3267.709229
	Iteration 2Q: 3 clusters Score -2809138 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2809377.500000 Penalty: 3267.709229
	Iteration 3Q: 3 clusters Score -2809378 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2809578.500000 Penalty: 3267.709229
	Iteration 4Q: 3 clusters Score -2809578 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2809761.250000 Penalty: 3267.709229
	Iteration 5Q: 3 clusters Score -2809761 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2809937.500000 Penalty: 3267.709229
	Iteration 6Q: 3 clusters Score -2809938 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2810087.750000 Penalty: 3267.709229
	Iteration 7Q: 3 clusters Score -2810088 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2810256.500000 Penalty: 3267.709229
	Iteration 8Q: 3 clusters Score -2810256 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2810432.000000 Penalty: 3267.709229
	Iteration 9Q: 3 clusters Score -2810432 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2810644.750000 Penalty: 3267.709229
	Iteration 10Q: 3 clusters Score -2810645 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2810939.750000 Penalty: 3267.709229
	Iteration 11Q: 3 clusters Score -2810940 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2811301.000000 Penalty: 3267.709229
	Iteration 12Q: 3 clusters Score -2811301 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2811730.250000 Penalty: 3267.709229
	Iteration 13Q: 3 clusters Score -2811730 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2812341.000000 Penalty: 3267.709229
	Iteration 14Q: 3 clusters Score -2812341 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2812959.750000 Penalty: 3267.709229
	Iteration 15Q: 3 clusters Score -2812960 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2813452.250000 Penalty: 3267.709229
	Iteration 16Q: 3 clusters Score -2813452 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2813735.750000 Penalty: 3267.709229
	Iteration 17Q: 3 clusters Score -2813736 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2813884.500000 Penalty: 3267.709229
	Iteration 18Q: 3 clusters Score -2813884 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2813975.500000 Penalty: 3267.709229
	Iteration 19Q: 3 clusters Score -2813976 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2814049.250000 Penalty: 3267.709229
	Iteration 20F: 3 clusters Score -2814049 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2814129.000000 Penalty: 3267.709229
	Iteration 21Q: 3 clusters Score -2814129 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2814202.250000 Penalty: 3267.709229
	Iteration 22Q: 3 clusters Score -2814202 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2814260.500000 Penalty: 3267.709229
	Iteration 23Q: 3 clusters Score -2814260 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2814352.250000 Penalty: 3267.709229
	Iteration 24Q: 3 clusters Score -2814352 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2814408.000000 Penalty: 3267.709229
	Iteration 25Q: 3 clusters Score -2814408 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2814493.500000 Penalty: 3267.709229
	Iteration 26Q: 3 clusters Score -2814494 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2814579.000000 Penalty: 3267.709229
	Iteration 27Q: 3 clusters Score -2814579 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2814697.000000 Penalty: 3267.709229
	Iteration 28Q: 3 clusters Score -2814697 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2814818.000000 Penalty: 3267.709229
	Iteration 29Q: 3 clusters Score -2814818 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2814968.500000 Penalty: 3267.709229
	Iteration 30Q: 3 clusters Score -2814968 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2815117.250000 Penalty: 3267.709229
	Iteration 31Q: 3 clusters Score -2815117 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2815278.250000 Penalty: 3267.709229
	Iteration 32Q: 3 clusters Score -2815278 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2815481.250000 Penalty: 3267.709229
	Iteration 33Q: 3 clusters Score -2815481 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2815702.000000 Penalty: 3267.709229
	Iteration 34Q: 3 clusters Score -2815702 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2815924.500000 Penalty: 3267.709229
	Iteration 35Q: 3 clusters Score -2815924 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2816156.500000 Penalty: 3267.709229
	Iteration 36Q: 3 clusters Score -2816156 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2816377.250000 Penalty: 3267.709229
	Iteration 37Q: 3 clusters Score -2816377 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2816598.750000 Penalty: 3267.709229
	Iteration 38Q: 3 clusters Score -2816599 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2816775.750000 Penalty: 3267.709229
	Iteration 39Q: 3 clusters Score -2816776 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2816980.250000 Penalty: 3267.709229
	Iteration 40F: 3 clusters Score -2816980 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2817148.000000 Penalty: 3267.709229
	Iteration 41Q: 3 clusters Score -2817148 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2817290.250000 Penalty: 3267.709229
	Iteration 42Q: 3 clusters Score -2817290 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2817365.750000 Penalty: 3267.709229
	Iteration 43Q: 3 clusters Score -2817366 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2817427.000000 Penalty: 3267.709229
	Iteration 44Q: 3 clusters Score -2817427 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2817476.250000 Penalty: 3267.709229
	Iteration 45Q: 3 clusters Score -2817476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2817503.500000 Penalty: 3267.709229
	Iteration 46Q: 3 clusters Score -2817504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2817524.000000 Penalty: 3267.709229
	Iteration 47Q: 3 clusters Score -2817524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2817544.500000 Penalty: 3267.709229
	Iteration 48Q: 3 clusters Score -2817544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2817556.250000 Penalty: 3267.709229
	Iteration 49Q: 3 clusters Score -2817556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2817565.750000 Penalty: 3267.709229
	Iteration 50Q: 3 clusters Score -2817566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2817577.500000 Penalty: 3267.709229
	Iteration 51Q: 3 clusters Score -2817578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2817585.750000 Penalty: 3267.709229
	Iteration 52Q: 3 clusters Score -2817586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2817585.000000 Penalty: 3267.709229
	Iteration 53Q: 3 clusters Score -2817585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2817587.750000 Penalty: 3267.709229
	Iteration 54Q: 3 clusters Score -2817588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2817588.500000 Penalty: 3267.709229
	Iteration 55Q: 3 clusters Score -2817588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2817588.500000 Penalty: 3267.709229
	Iteration 56F: 3 clusters Score -2817588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (79260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79260 members 
Entering Unmasked Estep 
Score: -9813645.000000 Penalty: 1833.079468
	Iteration 0F: 2 clusters Score -9813645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -9762084.000000 Penalty: 3666.158936
	Iteration 0F: 3 clusters Score -9762084 nChanged 37864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -9784004.000000 Penalty: 3666.158936
	Iteration 1F: 3 clusters Score -9784004 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -9784690.000000 Penalty: 3666.158936
	Iteration 2Q: 3 clusters Score -9784690 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9802549 nChanged 3944
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Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9805939 nChanged 1638
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Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9806628 nChanged 1576
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Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9807374 nChanged 1595
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9808042 nChanged 1546
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9808746 nChanged 1537
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Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9809262 nChanged 1618
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9809738 nChanged 1579
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9810214 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9810558 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9810856 nChanged 1469
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Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9811164 nChanged 1357
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Mstep: Class 1 contains 62252 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9811429 nChanged 1236
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9811658 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9811793 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9811923 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66419 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9811965 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9812025 nChanged 783
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9812073 nChanged 693
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9812123 nChanged 634
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69393 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9812161 nChanged 611
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Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9812106 nChanged 562
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Mstep: Class 1 contains 70566 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9812135 nChanged 527
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Mstep: Class 1 contains 71093 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9812189 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71634 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9812226 nChanged 501
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9812242 nChanged 471
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Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9812258 nChanged 423
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Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9812281 nChanged 360
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Mstep: Class 1 contains 73389 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9812304 nChanged 329
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73718 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9812335 nChanged 284
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Mstep: Class 1 contains 74002 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9812310 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74279 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9812291 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74525 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9812336 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9812345 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74978 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9812355 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75176 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9812328 nChanged 191
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Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9812286 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75553 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9812301 nChanged 155
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Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75831 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9812312 nChanged 124
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Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9812319 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76062 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9812317 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76166 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9812332 nChanged 115
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Mstep: Class 1 contains 76279 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9812292 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76372 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9812302 nChanged 98
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Mstep: Class 1 contains 76470 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9812256 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9812286 nChanged 85
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Mstep: Class 1 contains 76656 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9812267 nChanged 92
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Mstep: Class 1 contains 76748 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9812252 nChanged 85
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Mstep: Class 1 contains 76833 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9812248 nChanged 69
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Mstep: Class 1 contains 76902 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9812242 nChanged 82
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Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9812232 nChanged 88
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Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9812238 nChanged 69
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Mstep: Class 1 contains 77137 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9812243 nChanged 60
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Mstep: Class 1 contains 77195 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9812245 nChanged 54
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Mstep: Class 1 contains 77249 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9812244 nChanged 44
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Mstep: Class 1 contains 77293 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9812230 nChanged 37
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Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9812226 nChanged 41
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9812209 nChanged 40
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9812203 nChanged 32
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Mstep: Class 1 contains 77443 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9812187 nChanged 40
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Mstep: Class 1 contains 77483 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9812199 nChanged 36
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Mstep: Class 1 contains 77515 members 
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	Iteration 72Q: 3 clusters Score -9812204 nChanged 28
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	Iteration 73Q: 3 clusters Score -9812210 nChanged 22
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Mstep: Class 1 contains 77565 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9812200 nChanged 22
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Mstep: Class 1 contains 77587 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9812181 nChanged 14
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9812191 nChanged 11
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Mstep: Class 2 contains 1648 members 
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	Iteration 77Q: 3 clusters Score -9812204 nChanged 12
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	Iteration 78Q: 3 clusters Score -9812189 nChanged 7
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	Iteration 79Q: 3 clusters Score -9812194 nChanged 7
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Mstep: Class 2 contains 1624 members 
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	Iteration 80F: 3 clusters Score -9812189 nChanged 7
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Mstep: Class 1 contains 77643 members 
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	Iteration 81Q: 3 clusters Score -9812196 nChanged 5
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9812201 nChanged 7
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	Iteration 83Q: 3 clusters Score -9812196 nChanged 7
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	Iteration 84Q: 3 clusters Score -9812199 nChanged 12
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Mstep: Class 1 contains 77670 members 
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	Iteration 85Q: 3 clusters Score -9812195 nChanged 15
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	Iteration 86Q: 3 clusters Score -9812199 nChanged 19
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	Iteration 87Q: 3 clusters Score -9812210 nChanged 17
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9812217 nChanged 18
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	Iteration 89Q: 3 clusters Score -9812217 nChanged 18
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	Iteration 90Q: 3 clusters Score -9812197 nChanged 12
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9812195 nChanged 11
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9812198 nChanged 16
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9812200 nChanged 16
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9812198 nChanged 13
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	Iteration 95Q: 3 clusters Score -9812204 nChanged 14
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9812208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77846 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -9812186.000000 Penalty: 3666.158936
	Iteration 97Q: 3 clusters Score -9812186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77865 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -9812178.000000 Penalty: 3666.158936
	Iteration 98Q: 3 clusters Score -9812178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77883 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -9812189.000000 Penalty: 3666.158936
	Iteration 99Q: 3 clusters Score -9812189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77894 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -9812185.000000 Penalty: 3666.158936
	Iteration 100F: 3 clusters Score -9812185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77904 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -9812176.000000 Penalty: 3666.158936
	Iteration 101Q: 3 clusters Score -9812176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77912 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -9812178.000000 Penalty: 3666.158936
	Iteration 102Q: 3 clusters Score -9812178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77919 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -9812183.000000 Penalty: 3666.158936
	Iteration 103Q: 3 clusters Score -9812183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77934 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -9812177.000000 Penalty: 3666.158936
	Iteration 104Q: 3 clusters Score -9812177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -9812189.000000 Penalty: 3666.158936
	Iteration 105Q: 3 clusters Score -9812189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9812186.000000 Penalty: 3666.158936
	Iteration 106Q: 3 clusters Score -9812186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77976 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9812188.000000 Penalty: 3666.158936
	Iteration 107Q: 3 clusters Score -9812188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9812189.000000 Penalty: 3666.158936
	Iteration 108Q: 3 clusters Score -9812189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77990 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -9812186.000000 Penalty: 3666.158936
	Iteration 109Q: 3 clusters Score -9812186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77996 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -9812185.000000 Penalty: 3666.158936
	Iteration 110Q: 3 clusters Score -9812185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78004 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9812189.000000 Penalty: 3666.158936
	Iteration 111Q: 3 clusters Score -9812189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78014 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -9812179.000000 Penalty: 3666.158936
	Iteration 112Q: 3 clusters Score -9812179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78023 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9812178.000000 Penalty: 3666.158936
	Iteration 113Q: 3 clusters Score -9812178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -9812174.000000 Penalty: 3666.158936
	Iteration 114Q: 3 clusters Score -9812174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78045 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9812193.000000 Penalty: 3666.158936
	Iteration 115Q: 3 clusters Score -9812193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78060 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9812198.000000 Penalty: 3666.158936
	Iteration 116Q: 3 clusters Score -9812198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78075 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -9812199.000000 Penalty: 3666.158936
	Iteration 117Q: 3 clusters Score -9812199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78087 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9812199.000000 Penalty: 3666.158936
	Iteration 118Q: 3 clusters Score -9812199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78097 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -9812196.000000 Penalty: 3666.158936
	Iteration 119Q: 3 clusters Score -9812196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78104 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9812196.000000 Penalty: 3666.158936
	Iteration 120F: 3 clusters Score -9812196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78115 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -9812198.000000 Penalty: 3666.158936
	Iteration 121Q: 3 clusters Score -9812198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78128 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9812188.000000 Penalty: 3666.158936
	Iteration 122Q: 3 clusters Score -9812188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9812183.000000 Penalty: 3666.158936
	Iteration 123Q: 3 clusters Score -9812183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9812191.000000 Penalty: 3666.158936
	Iteration 124Q: 3 clusters Score -9812191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9812192.000000 Penalty: 3666.158936
	Iteration 125Q: 3 clusters Score -9812192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78184 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9812201.000000 Penalty: 3666.158936
	Iteration 126Q: 3 clusters Score -9812201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78191 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9812207.000000 Penalty: 3666.158936
	Iteration 127Q: 3 clusters Score -9812207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9812206.000000 Penalty: 3666.158936
	Iteration 128Q: 3 clusters Score -9812206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78216 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9812197.000000 Penalty: 3666.158936
	Iteration 129Q: 3 clusters Score -9812197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78232 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -9812196.000000 Penalty: 3666.158936
	Iteration 130Q: 3 clusters Score -9812196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78247 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9812191.000000 Penalty: 3666.158936
	Iteration 131Q: 3 clusters Score -9812191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78266 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9812198.000000 Penalty: 3666.158936
	Iteration 132Q: 3 clusters Score -9812198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78287 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -9812190.000000 Penalty: 3666.158936
	Iteration 133Q: 3 clusters Score -9812190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78301 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9812197.000000 Penalty: 3666.158936
	Iteration 134Q: 3 clusters Score -9812197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78312 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -9812201.000000 Penalty: 3666.158936
	Iteration 135Q: 3 clusters Score -9812201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78320 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9812199.000000 Penalty: 3666.158936
	Iteration 136Q: 3 clusters Score -9812199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78333 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9812199.000000 Penalty: 3666.158936
	Iteration 137Q: 3 clusters Score -9812199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78337 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9812206.000000 Penalty: 3666.158936
	Iteration 138Q: 3 clusters Score -9812206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78338 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -9812202.000000 Penalty: 3666.158936
	Iteration 139Q: 3 clusters Score -9812202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78340 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9812203.000000 Penalty: 3666.158936
	Iteration 140F: 3 clusters Score -9812203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78343 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9812202.000000 Penalty: 3666.158936
	Iteration 141Q: 3 clusters Score -9812202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78348 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9812209.000000 Penalty: 3666.158936
	Iteration 142Q: 3 clusters Score -9812209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78350 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -9812202.000000 Penalty: 3666.158936
	Iteration 143Q: 3 clusters Score -9812202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78352 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -9812202.000000 Penalty: 3666.158936
	Iteration 144Q: 3 clusters Score -9812202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78354 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -9812202.000000 Penalty: 3666.158936
	Iteration 145Q: 3 clusters Score -9812202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9812196.000000 Penalty: 3666.158936
	Iteration 146Q: 3 clusters Score -9812196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78358 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -9812198.000000 Penalty: 3666.158936
	Iteration 147Q: 3 clusters Score -9812198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9812203.000000 Penalty: 3666.158936
	Iteration 148Q: 3 clusters Score -9812203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9812203.000000 Penalty: 3666.158936
	Iteration 149F: 3 clusters Score -9812203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Entering Unmasked Estep 
Score: -300760.156250 Penalty: 1266.926270
	Iteration 0F: 2 clusters Score -300760.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -298435.968750 Penalty: 2533.852539
	Iteration 0F: 3 clusters Score -298436 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -298969.531250 Penalty: 2533.852539
	Iteration 1F: 3 clusters Score -298969.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -299079.781250 Penalty: 2533.852539
	Iteration 2F: 3 clusters Score -299079.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -299140.562500 Penalty: 2533.852539
	Iteration 3Q: 3 clusters Score -299140.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -299177.062500 Penalty: 2533.852539
	Iteration 4Q: 3 clusters Score -299177.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -299199.343750 Penalty: 2533.852539
	Iteration 5Q: 3 clusters Score -299199.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -299217.406250 Penalty: 2533.852539
	Iteration 6Q: 3 clusters Score -299217.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -299236.875000 Penalty: 2533.852539
	Iteration 7Q: 3 clusters Score -299236.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -299260.406250 Penalty: 2533.852539
	Iteration 8Q: 3 clusters Score -299260.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -299277.781250 Penalty: 2533.852539
	Iteration 9Q: 3 clusters Score -299277.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -299288.125000 Penalty: 2533.852539
	Iteration 10Q: 3 clusters Score -299288.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -299295.812500 Penalty: 2533.852539
	Iteration 11Q: 3 clusters Score -299295.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -299301.875000 Penalty: 2533.852539
	Iteration 12Q: 3 clusters Score -299301.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -299305.312500 Penalty: 2533.852539
	Iteration 13Q: 3 clusters Score -299305.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -299306.750000 Penalty: 2533.852539
	Iteration 14Q: 3 clusters Score -299306.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -299309.000000 Penalty: 2533.852539
	Iteration 15Q: 3 clusters Score -299309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -299310.125000 Penalty: 2533.852539
	Iteration 16Q: 3 clusters Score -299310.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -299311.718750 Penalty: 2533.852539
	Iteration 17Q: 3 clusters Score -299311.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -299312.968750 Penalty: 2533.852539
	Iteration 18Q: 3 clusters Score -299313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -299313.906250 Penalty: 2533.852539
	Iteration 19Q: 3 clusters Score -299313.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -299315.343750 Penalty: 2533.852539
	Iteration 20F: 3 clusters Score -299315.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -299316.125000 Penalty: 2533.852539
	Iteration 21Q: 3 clusters Score -299316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -299316.812500 Penalty: 2533.852539
	Iteration 22Q: 3 clusters Score -299316.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -299318.718750 Penalty: 2533.852539
	Iteration 23Q: 3 clusters Score -299318.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -299319.312500 Penalty: 2533.852539
	Iteration 24Q: 3 clusters Score -299319.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -299320.781250 Penalty: 2533.852539
	Iteration 25Q: 3 clusters Score -299320.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -299323.781250 Penalty: 2533.852539
	Iteration 26Q: 3 clusters Score -299323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -299326.656250 Penalty: 2533.852539
	Iteration 27Q: 3 clusters Score -299326.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -299329.281250 Penalty: 2533.852539
	Iteration 28Q: 3 clusters Score -299329.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -299332.125000 Penalty: 2533.852539
	Iteration 29Q: 3 clusters Score -299332.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -299333.062500 Penalty: 2533.852539
	Iteration 30Q: 3 clusters Score -299333.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -299334.187500 Penalty: 2533.852539
	Iteration 31Q: 3 clusters Score -299334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -299335.281250 Penalty: 2533.852539
	Iteration 32Q: 3 clusters Score -299335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -299336.625000 Penalty: 2533.852539
	Iteration 33Q: 3 clusters Score -299336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -299338.156250 Penalty: 2533.852539
	Iteration 34Q: 3 clusters Score -299338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -299339.718750 Penalty: 2533.852539
	Iteration 35Q: 3 clusters Score -299339.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -299340.125000 Penalty: 2533.852539
	Iteration 36Q: 3 clusters Score -299340.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -299340.781250 Penalty: 2533.852539
	Iteration 37Q: 3 clusters Score -299340.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -299341.531250 Penalty: 2533.852539
	Iteration 38Q: 3 clusters Score -299341.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -299341.937500 Penalty: 2533.852539
	Iteration 39Q: 3 clusters Score -299341.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -299342.156250 Penalty: 2533.852539
	Iteration 40F: 3 clusters Score -299342.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -299342.718750 Penalty: 2533.852539
	Iteration 41Q: 3 clusters Score -299342.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -299343.593750 Penalty: 2533.852539
	Iteration 42Q: 3 clusters Score -299343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -299343.937500 Penalty: 2533.852539
	Iteration 43Q: 3 clusters Score -299343.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -299344.156250 Penalty: 2533.852539
	Iteration 44Q: 3 clusters Score -299344.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -299344.187500 Penalty: 2533.852539
	Iteration 45Q: 3 clusters Score -299344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -299344.187500 Penalty: 2533.852539
	Iteration 46F: 3 clusters Score -299344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -555344.250000 Penalty: 1362.604858
	Iteration 0F: 2 clusters Score -555344.2 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 2176 members 
Entering Unmasked Estep 
Score: -551732.812500 Penalty: 2725.209717
	Iteration 0F: 3 clusters Score -551732.8 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -552691.187500 Penalty: 2725.209717
	Iteration 1F: 3 clusters Score -552691.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -552850.125000 Penalty: 2725.209717
	Iteration 2F: 3 clusters Score -552850.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -552956.687500 Penalty: 2725.209717
	Iteration 3F: 3 clusters Score -552956.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -553033.375000 Penalty: 2725.209717
	Iteration 4Q: 3 clusters Score -553033.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -553086.125000 Penalty: 2725.209717
	Iteration 5Q: 3 clusters Score -553086.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -553121.375000 Penalty: 2725.209717
	Iteration 6Q: 3 clusters Score -553121.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -553148.187500 Penalty: 2725.209717
	Iteration 7Q: 3 clusters Score -553148.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -553171.375000 Penalty: 2725.209717
	Iteration 8Q: 3 clusters Score -553171.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -553195.125000 Penalty: 2725.209717
	Iteration 9Q: 3 clusters Score -553195.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -553213.125000 Penalty: 2725.209717
	Iteration 10Q: 3 clusters Score -553213.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -553228.125000 Penalty: 2725.209717
	Iteration 11Q: 3 clusters Score -553228.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -553243.125000 Penalty: 2725.209717
	Iteration 12Q: 3 clusters Score -553243.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -553260.062500 Penalty: 2725.209717
	Iteration 13Q: 3 clusters Score -553260.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -553269.500000 Penalty: 2725.209717
	Iteration 14Q: 3 clusters Score -553269.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -553281.312500 Penalty: 2725.209717
	Iteration 15Q: 3 clusters Score -553281.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -553293.250000 Penalty: 2725.209717
	Iteration 16Q: 3 clusters Score -553293.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -553303.562500 Penalty: 2725.209717
	Iteration 17Q: 3 clusters Score -553303.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -553314.687500 Penalty: 2725.209717
	Iteration 18Q: 3 clusters Score -553314.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -553326.062500 Penalty: 2725.209717
	Iteration 19Q: 3 clusters Score -553326.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -553339.437500 Penalty: 2725.209717
	Iteration 20F: 3 clusters Score -553339.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -553353.937500 Penalty: 2725.209717
	Iteration 21Q: 3 clusters Score -553353.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -553372.000000 Penalty: 2725.209717
	Iteration 22Q: 3 clusters Score -553372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -553386.687500 Penalty: 2725.209717
	Iteration 23Q: 3 clusters Score -553386.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -553398.437500 Penalty: 2725.209717
	Iteration 24Q: 3 clusters Score -553398.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -553413.812500 Penalty: 2725.209717
	Iteration 25Q: 3 clusters Score -553413.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -553425.812500 Penalty: 2725.209717
	Iteration 26Q: 3 clusters Score -553425.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -553439.187500 Penalty: 2725.209717
	Iteration 27Q: 3 clusters Score -553439.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -553454.062500 Penalty: 2725.209717
	Iteration 28Q: 3 clusters Score -553454.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -553469.687500 Penalty: 2725.209717
	Iteration 29Q: 3 clusters Score -553469.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -553492.062500 Penalty: 2725.209717
	Iteration 30Q: 3 clusters Score -553492.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -553516.500000 Penalty: 2725.209717
	Iteration 31Q: 3 clusters Score -553516.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -553541.625000 Penalty: 2725.209717
	Iteration 32Q: 3 clusters Score -553541.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -553568.562500 Penalty: 2725.209717
	Iteration 33Q: 3 clusters Score -553568.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -553597.750000 Penalty: 2725.209717
	Iteration 34Q: 3 clusters Score -553597.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -553632.375000 Penalty: 2725.209717
	Iteration 35Q: 3 clusters Score -553632.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -553666.437500 Penalty: 2725.209717
	Iteration 36Q: 3 clusters Score -553666.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -553690.062500 Penalty: 2725.209717
	Iteration 37Q: 3 clusters Score -553690.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -553718.437500 Penalty: 2725.209717
	Iteration 38Q: 3 clusters Score -553718.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -553760.312500 Penalty: 2725.209717
	Iteration 39Q: 3 clusters Score -553760.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -553797.312500 Penalty: 2725.209717
	Iteration 40F: 3 clusters Score -553797.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -553829.500000 Penalty: 2725.209717
	Iteration 41Q: 3 clusters Score -553829.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -553868.500000 Penalty: 2725.209717
	Iteration 42Q: 3 clusters Score -553868.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -553900.750000 Penalty: 2725.209717
	Iteration 43Q: 3 clusters Score -553900.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -553925.875000 Penalty: 2725.209717
	Iteration 44Q: 3 clusters Score -553925.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -553952.625000 Penalty: 2725.209717
	Iteration 45Q: 3 clusters Score -553952.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -553986.062500 Penalty: 2725.209717
	Iteration 46Q: 3 clusters Score -553986.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -554022.812500 Penalty: 2725.209717
	Iteration 47Q: 3 clusters Score -554022.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -554046.375000 Penalty: 2725.209717
	Iteration 48Q: 3 clusters Score -554046.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -554061.750000 Penalty: 2725.209717
	Iteration 49Q: 3 clusters Score -554061.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -554077.875000 Penalty: 2725.209717
	Iteration 50Q: 3 clusters Score -554077.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -554083.750000 Penalty: 2725.209717
	Iteration 51Q: 3 clusters Score -554083.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -554090.812500 Penalty: 2725.209717
	Iteration 52Q: 3 clusters Score -554090.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -554094.812500 Penalty: 2725.209717
	Iteration 53Q: 3 clusters Score -554094.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -554099.312500 Penalty: 2725.209717
	Iteration 54Q: 3 clusters Score -554099.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -554100.437500 Penalty: 2725.209717
	Iteration 55Q: 3 clusters Score -554100.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -554102.250000 Penalty: 2725.209717
	Iteration 56Q: 3 clusters Score -554102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -554106.375000 Penalty: 2725.209717
	Iteration 57Q: 3 clusters Score -554106.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -554108.687500 Penalty: 2725.209717
	Iteration 58Q: 3 clusters Score -554108.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -554111.687500 Penalty: 2725.209717
	Iteration 59Q: 3 clusters Score -554111.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -554114.375000 Penalty: 2725.209717
	Iteration 60F: 3 clusters Score -554114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -554117.500000 Penalty: 2725.209717
	Iteration 61Q: 3 clusters Score -554117.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -554120.062500 Penalty: 2725.209717
	Iteration 62Q: 3 clusters Score -554120.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -554121.750000 Penalty: 2725.209717
	Iteration 63Q: 3 clusters Score -554121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -554124.437500 Penalty: 2725.209717
	Iteration 64Q: 3 clusters Score -554124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -554126.375000 Penalty: 2725.209717
	Iteration 65Q: 3 clusters Score -554126.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -554131.312500 Penalty: 2725.209717
	Iteration 66Q: 3 clusters Score -554131.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -554135.062500 Penalty: 2725.209717
	Iteration 67Q: 3 clusters Score -554135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -554136.750000 Penalty: 2725.209717
	Iteration 68Q: 3 clusters Score -554136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -554136.437500 Penalty: 2725.209717
	Iteration 69Q: 3 clusters Score -554136.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -554141.187500 Penalty: 2725.209717
	Iteration 70Q: 3 clusters Score -554141.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -554143.250000 Penalty: 2725.209717
	Iteration 71Q: 3 clusters Score -554143.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -554147.062500 Penalty: 2725.209717
	Iteration 72Q: 3 clusters Score -554147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -554148.375000 Penalty: 2725.209717
	Iteration 73Q: 3 clusters Score -554148.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -554148.375000 Penalty: 2725.209717
	Iteration 74F: 3 clusters Score -554148.4 nChanged 0
--- Evaluating fit on full set of 1863812 points ---
Entering Unmasked Estep 
Score: -228174000.000000 Penalty: 42231.542969
25->19 Clusters: Score -228174000.000000, best is -228221984.000000

Main iterations: 0 (time per=infms)
Total iterations: 64877 (time per=216.856513ms)
Iterations metric 2: 2708530528256.000000 (time per=5.194329ns)
Iterations metric 3: 65017332367360.000000 (time per=216.388453ps)

That took 14069.000000 seconds.
